diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json
new file mode 100644
index 00000000..64476119
--- /dev/null
+++ b/dev/.documenter-siteinfo.json
@@ -0,0 +1 @@
+{"documenter":{"julia_version":"1.10.2","generation_timestamp":"2024-04-06T16:41:01","documenter_version":"1.3.0"}}
\ No newline at end of file
diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js
index 6adfbbbf..c6562b55 100644
--- a/dev/assets/documenter.js
+++ b/dev/assets/documenter.js
@@ -1,15 +1,15 @@
 // Generated by Documenter.jl
 requirejs.config({
   paths: {
-    'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia.min',
+    'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min',
     'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min',
-    'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min',
-    'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/contrib/auto-render.min',
-    'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min',
+    'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min',
+    'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min',
+    'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min',
     'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min',
-    'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min',
-    'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/highlight.min',
-    'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia-repl.min',
+    'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min',
+    'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min',
+    'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min',
   },
   shim: {
   "highlight-julia": {
@@ -70,13 +70,91 @@ $(document).ready(function() {
     hljs.highlightAll();
 })
 
+})
+////////////////////////////////////////////////////////////////////////////////
+require(['jquery'], function($) {
+
+let timer = 0;
+var isExpanded = true;
+
+$(document).on("click", ".docstring header", function () {
+  let articleToggleTitle = "Expand docstring";
+
+  debounce(() => {
+    if ($(this).siblings("section").is(":visible")) {
+      $(this)
+        .find(".docstring-article-toggle-button")
+        .removeClass("fa-chevron-down")
+        .addClass("fa-chevron-right");
+    } else {
+      $(this)
+        .find(".docstring-article-toggle-button")
+        .removeClass("fa-chevron-right")
+        .addClass("fa-chevron-down");
+
+      articleToggleTitle = "Collapse docstring";
+    }
+
+    $(this)
+      .find(".docstring-article-toggle-button")
+      .prop("title", articleToggleTitle);
+    $(this).siblings("section").slideToggle();
+  });
+});
+
+$(document).on("click", ".docs-article-toggle-button", function (event) {
+  let articleToggleTitle = "Expand docstring";
+  let navArticleToggleTitle = "Expand all docstrings";
+  let animationSpeed = event.noToggleAnimation ? 0 : 400;
+
+  debounce(() => {
+    if (isExpanded) {
+      $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down");
+      $(".docstring-article-toggle-button")
+        .removeClass("fa-chevron-down")
+        .addClass("fa-chevron-right");
+
+      isExpanded = false;
+
+      $(".docstring section").slideUp(animationSpeed);
+    } else {
+      $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up");
+      $(".docstring-article-toggle-button")
+        .removeClass("fa-chevron-right")
+        .addClass("fa-chevron-down");
+
+      isExpanded = true;
+      articleToggleTitle = "Collapse docstring";
+      navArticleToggleTitle = "Collapse all docstrings";
+
+      $(".docstring section").slideDown(animationSpeed);
+    }
+
+    $(this).prop("title", navArticleToggleTitle);
+    $(".docstring-article-toggle-button").prop("title", articleToggleTitle);
+  });
+});
+
+function debounce(callback, timeout = 300) {
+  if (Date.now() - timer > timeout) {
+    callback();
+  }
+
+  clearTimeout(timer);
+
+  timer = Date.now();
+}
+
 })
 ////////////////////////////////////////////////////////////////////////////////
 require([], function() {
 function addCopyButtonCallbacks() {
   for (const el of document.getElementsByTagName("pre")) {
     const button = document.createElement("button");
-    button.classList.add("copy-button", "fas", "fa-copy");
+    button.classList.add("copy-button", "fa-solid", "fa-copy");
+    button.setAttribute("aria-label", "Copy this code block");
+    button.setAttribute("title", "Copy");
+
     el.appendChild(button);
 
     const success = function () {
@@ -85,7 +163,7 @@ function addCopyButtonCallbacks() {
     };
 
     const failure = function () {
-      button.classList.add("error", "fa-times");
+      button.classList.add("error", "fa-xmark");
       button.classList.remove("fa-copy");
     };
 
@@ -94,7 +172,7 @@ function addCopyButtonCallbacks() {
 
       setTimeout(function () {
         button.classList.add("fa-copy");
-        button.classList.remove("success", "fa-check", "fa-times");
+        button.classList.remove("success", "fa-check", "fa-xmark");
       }, 5000);
     });
   }
@@ -138,30 +216,682 @@ require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) {
 // Manages the top navigation bar (hides it when the user starts scrolling down on the
 // mobile).
 window.Headroom = Headroom; // work around buggy module loading?
-$(document).ready(function() {
-  $('#documenter .docs-navbar').headroom({
-    "tolerance": {"up": 10, "down": 10},
+$(document).ready(function () {
+  $("#documenter .docs-navbar").headroom({
+    tolerance: { up: 10, down: 10 },
   });
+});
+
 })
+////////////////////////////////////////////////////////////////////////////////
+require(['jquery'], function($) {
+
+$(document).ready(function () {
+  let meta = $("div[data-docstringscollapsed]").data();
+
+  if (meta?.docstringscollapsed) {
+    $("#documenter-article-toggle-button").trigger({
+      type: "click",
+      noToggleAnimation: true,
+    });
+  }
+});
+
+})
+////////////////////////////////////////////////////////////////////////////////
+require(['jquery'], function($) {
+
+/*
+To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc
+
+PSEUDOCODE:
+
+Searching happens automatically as the user types or adjusts the selected filters.
+To preserve responsiveness, as much as possible of the slow parts of the search are done
+in a web worker. Searching and result generation are done in the worker, and filtering and
+DOM updates are done in the main thread. The filters are in the main thread as they should
+be very quick to apply. This lets filters be changed without re-searching with minisearch
+(which is possible even if filtering is on the worker thread) and also lets filters be
+changed _while_ the worker is searching and without message passing (neither of which are
+possible if filtering is on the worker thread)
+
+SEARCH WORKER:
+
+Import minisearch
+
+Build index
+
+On message from main thread
+  run search
+  find the first 200 unique results from each category, and compute their divs for display
+    note that this is necessary and sufficient information for the main thread to find the
+    first 200 unique results from any given filter set
+  post results to main thread
+
+MAIN:
+
+Launch worker
+
+Declare nonconstant globals (worker_is_running,  last_search_text, unfiltered_results)
+
+On text update
+  if worker is not running, launch_search()
+
+launch_search
+  set worker_is_running to true, set last_search_text to the search text
+  post the search query to worker
+
+on message from worker
+  if last_search_text is not the same as the text in the search field,
+    the latest search result is not reflective of the latest search query, so update again
+    launch_search()
+  otherwise
+    set worker_is_running to false
+
+  regardless, display the new search results to the user
+  save the unfiltered_results as a global
+  update_search()
+
+on filter click
+  adjust the filter selection
+  update_search()
+
+update_search
+  apply search filters by looping through the unfiltered_results and finding the first 200
+    unique results that match the filters
+
+  Update the DOM
+*/
+
+/////// SEARCH WORKER ///////
+
+function worker_function(documenterSearchIndex, documenterBaseURL, filters) {
+  importScripts(
+    "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js"
+  );
+
+  let data = documenterSearchIndex.map((x, key) => {
+    x["id"] = key; // minisearch requires a unique for each object
+    return x;
+  });
+
+  // list below is the lunr 2.1.3 list minus the intersect with names(Base)
+  // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with)
+  // ideally we'd just filter the original list but it's not available as a variable
+  const stopWords = new Set([
+    "a",
+    "able",
+    "about",
+    "across",
+    "after",
+    "almost",
+    "also",
+    "am",
+    "among",
+    "an",
+    "and",
+    "are",
+    "as",
+    "at",
+    "be",
+    "because",
+    "been",
+    "but",
+    "by",
+    "can",
+    "cannot",
+    "could",
+    "dear",
+    "did",
+    "does",
+    "either",
+    "ever",
+    "every",
+    "from",
+    "got",
+    "had",
+    "has",
+    "have",
+    "he",
+    "her",
+    "hers",
+    "him",
+    "his",
+    "how",
+    "however",
+    "i",
+    "if",
+    "into",
+    "it",
+    "its",
+    "just",
+    "least",
+    "like",
+    "likely",
+    "may",
+    "me",
+    "might",
+    "most",
+    "must",
+    "my",
+    "neither",
+    "no",
+    "nor",
+    "not",
+    "of",
+    "off",
+    "often",
+    "on",
+    "or",
+    "other",
+    "our",
+    "own",
+    "rather",
+    "said",
+    "say",
+    "says",
+    "she",
+    "should",
+    "since",
+    "so",
+    "some",
+    "than",
+    "that",
+    "the",
+    "their",
+    "them",
+    "then",
+    "there",
+    "these",
+    "they",
+    "this",
+    "tis",
+    "to",
+    "too",
+    "twas",
+    "us",
+    "wants",
+    "was",
+    "we",
+    "were",
+    "what",
+    "when",
+    "who",
+    "whom",
+    "why",
+    "will",
+    "would",
+    "yet",
+    "you",
+    "your",
+  ]);
+
+  let index = new MiniSearch({
+    fields: ["title", "text"], // fields to index for full-text search
+    storeFields: ["location", "title", "text", "category", "page"], // fields to return with results
+    processTerm: (term) => {
+      let word = stopWords.has(term) ? null : term;
+      if (word) {
+        // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names
+        word = word
+          .replace(/^[^a-zA-Z0-9@!]+/, "")
+          .replace(/[^a-zA-Z0-9@!]+$/, "");
+
+        word = word.toLowerCase();
+      }
+
+      return word ?? null;
+    },
+    // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not
+    // find anything if searching for "add!", only for the entire qualification
+    tokenize: (string) => string.split(/[\s\-\.]+/),
+    // options which will be applied during the search
+    searchOptions: {
+      prefix: true,
+      boost: { title: 100 },
+      fuzzy: 2,
+    },
+  });
+
+  index.addAll(data);
+
+  /**
+   *  Used to map characters to HTML entities.
+   * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts
+   */
+  const htmlEscapes = {
+    "&": "&",
+    "<": "&lt;",
+    ">": "&gt;",
+    '"': "&quot;",
+    "'": "&#39;",
+  };
+
+  /**
+   * Used to match HTML entities and HTML characters.
+   * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts
+   */
+  const reUnescapedHtml = /[&<>"']/g;
+  const reHasUnescapedHtml = RegExp(reUnescapedHtml.source);
+
+  /**
+   * Escape function from lodash
+   * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts
+   */
+  function escape(string) {
+    return string && reHasUnescapedHtml.test(string)
+      ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr])
+      : string || "";
+  }
+
+  /**
+   * Make the result component given a minisearch result data object and the value
+   * of the search input as queryString. To view the result object structure, refer:
+   * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult
+   *
+   * @param {object} result
+   * @param {string} querystring
+   * @returns string
+   */
+  function make_search_result(result, querystring) {
+    let search_divider = `<div class="search-divider w-100"></div>`;
+    let display_link =
+      result.location.slice(Math.max(0), Math.min(50, result.location.length)) +
+      (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div
+
+    if (result.page !== "") {
+      display_link += ` (${result.page})`;
+    }
+
+    let textindex = new RegExp(`${querystring}`, "i").exec(result.text);
+    let text =
+      textindex !== null
+        ? result.text.slice(
+            Math.max(textindex.index - 100, 0),
+            Math.min(
+              textindex.index + querystring.length + 100,
+              result.text.length
+            )
+          )
+        : ""; // cut-off text before and after from the match
+
+    text = text.length ? escape(text) : "";
+
+    let display_result = text.length
+      ? "..." +
+        text.replace(
+          new RegExp(`${escape(querystring)}`, "i"), // For first occurrence
+          '<span class="search-result-highlight py-1">$&</span>'
+        ) +
+        "..."
+      : ""; // highlights the match
+
+    let in_code = false;
+    if (!["page", "section"].includes(result.category.toLowerCase())) {
+      in_code = true;
+    }
+
+    // We encode the full url to escape some special characters which can lead to broken links
+    let result_div = `
+        <a href="${encodeURI(
+          documenterBaseURL + "/" + result.location
+        )}" class="search-result-link w-100 is-flex is-flex-direction-column gap-2 px-4 py-2">
+          <div class="w-100 is-flex is-flex-wrap-wrap is-justify-content-space-between is-align-items-flex-start">
+            <div class="search-result-title has-text-weight-bold ${
+              in_code ? "search-result-code-title" : ""
+            }">${escape(result.title)}</div>
+            <div class="property-search-result-badge">${result.category}</div>
+          </div>
+          <p>
+            ${display_result}
+          </p>
+          <div
+            class="has-text-left"
+            style="font-size: smaller;"
+            title="${result.location}"
+          >
+            <i class="fas fa-link"></i> ${display_link}
+          </div>
+        </a>
+        ${search_divider}
+      `;
+
+    return result_div;
+  }
+
+  self.onmessage = function (e) {
+    let query = e.data;
+    let results = index.search(query, {
+      filter: (result) => {
+        // Only return relevant results
+        return result.score >= 1;
+      },
+    });
+
+    // Pre-filter to deduplicate and limit to 200 per category to the extent
+    // possible without knowing what the filters are.
+    let filtered_results = [];
+    let counts = {};
+    for (let filter of filters) {
+      counts[filter] = 0;
+    }
+    let present = {};
+
+    for (let result of results) {
+      cat = result.category;
+      cnt = counts[cat];
+      if (cnt < 200) {
+        id = cat + "---" + result.location;
+        if (present[id]) {
+          continue;
+        }
+        present[id] = true;
+        filtered_results.push({
+          location: result.location,
+          category: cat,
+          div: make_search_result(result, query),
+        });
+      }
+    }
+
+    postMessage(filtered_results);
+  };
+}
+
+// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript!
+const filters = [
+  ...new Set(documenterSearchIndex["docs"].map((x) => x.category)),
+];
+const worker_str =
+  "(" +
+  worker_function.toString() +
+  ")(" +
+  JSON.stringify(documenterSearchIndex["docs"]) +
+  "," +
+  JSON.stringify(documenterBaseURL) +
+  "," +
+  JSON.stringify(filters) +
+  ")";
+const worker_blob = new Blob([worker_str], { type: "text/javascript" });
+const worker = new Worker(URL.createObjectURL(worker_blob));
+
+/////// SEARCH MAIN ///////
+
+// Whether the worker is currently handling a search. This is a boolean
+// as the worker only ever handles 1 or 0 searches at a time.
+var worker_is_running = false;
+
+// The last search text that was sent to the worker. This is used to determine
+// if the worker should be launched again when it reports back results.
+var last_search_text = "";
+
+// The results of the last search. This, in combination with the state of the filters
+// in the DOM, is used compute the results to display on calls to update_search.
+var unfiltered_results = [];
+
+// Which filter is currently selected
+var selected_filter = "";
+
+$(document).on("input", ".documenter-search-input", function (event) {
+  if (!worker_is_running) {
+    launch_search();
+  }
+});
+
+function launch_search() {
+  worker_is_running = true;
+  last_search_text = $(".documenter-search-input").val();
+  worker.postMessage(last_search_text);
+}
+
+worker.onmessage = function (e) {
+  if (last_search_text !== $(".documenter-search-input").val()) {
+    launch_search();
+  } else {
+    worker_is_running = false;
+  }
+
+  unfiltered_results = e.data;
+  update_search();
+};
+
+$(document).on("click", ".search-filter", function () {
+  if ($(this).hasClass("search-filter-selected")) {
+    selected_filter = "";
+  } else {
+    selected_filter = $(this).text().toLowerCase();
+  }
+
+  // This updates search results and toggles classes for UI:
+  update_search();
+});
+
+/**
+ * Make/Update the search component
+ */
+function update_search() {
+  let querystring = $(".documenter-search-input").val();
+
+  if (querystring.trim()) {
+    if (selected_filter == "") {
+      results = unfiltered_results;
+    } else {
+      results = unfiltered_results.filter((result) => {
+        return selected_filter == result.category.toLowerCase();
+      });
+    }
+
+    let search_result_container = ``;
+    let modal_filters = make_modal_body_filters();
+    let search_divider = `<div class="search-divider w-100"></div>`;
+
+    if (results.length) {
+      let links = [];
+      let count = 0;
+      let search_results = "";
+
+      for (var i = 0, n = results.length; i < n && count < 200; ++i) {
+        let result = results[i];
+        if (result.location && !links.includes(result.location)) {
+          search_results += result.div;
+          count++;
+          links.push(result.location);
+        }
+      }
+
+      if (count == 1) {
+        count_str = "1 result";
+      } else if (count == 200) {
+        count_str = "200+ results";
+      } else {
+        count_str = count + " results";
+      }
+      let result_count = `<div class="is-size-6">${count_str}</div>`;
+
+      search_result_container = `
+            <div class="is-flex is-flex-direction-column gap-2 is-align-items-flex-start">
+                ${modal_filters}
+                ${search_divider}
+                ${result_count}
+                <div class="is-clipped w-100 is-flex is-flex-direction-column gap-2 is-align-items-flex-start has-text-justified mt-1">
+                  ${search_results}
+                </div>
+            </div>
+        `;
+    } else {
+      search_result_container = `
+           <div class="is-flex is-flex-direction-column gap-2 is-align-items-flex-start">
+               ${modal_filters}
+               ${search_divider}
+               <div class="is-size-6">0 result(s)</div>
+            </div>
+            <div class="has-text-centered my-5 py-5">No result found!</div>
+       `;
+    }
+
+    if ($(".search-modal-card-body").hasClass("is-justify-content-center")) {
+      $(".search-modal-card-body").removeClass("is-justify-content-center");
+    }
+
+    $(".search-modal-card-body").html(search_result_container);
+  } else {
+    if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) {
+      $(".search-modal-card-body").addClass("is-justify-content-center");
+    }
+
+    $(".search-modal-card-body").html(`
+      <div class="has-text-centered my-5 py-5">Type something to get started!</div>
+    `);
+  }
+}
+
+/**
+ * Make the modal filter html
+ *
+ * @returns string
+ */
+function make_modal_body_filters() {
+  let str = filters
+    .map((val) => {
+      if (selected_filter == val.toLowerCase()) {
+        return `<a href="javascript:;" class="search-filter search-filter-selected"><span>${val}</span></a>`;
+      } else {
+        return `<a href="javascript:;" class="search-filter"><span>${val}</span></a>`;
+      }
+    })
+    .join("");
+
+  return `
+        <div class="is-flex gap-2 is-flex-wrap-wrap is-justify-content-flex-start is-align-items-center search-filters">
+            <span class="is-size-6">Filters:</span>
+            ${str}
+        </div>`;
+}
 
 })
 ////////////////////////////////////////////////////////////////////////////////
 require(['jquery'], function($) {
 
 // Modal settings dialog
-$(document).ready(function() {
-  var settings = $('#documenter-settings');
-  $('#documenter-settings-button').click(function(){
-    settings.toggleClass('is-active');
+$(document).ready(function () {
+  var settings = $("#documenter-settings");
+  $("#documenter-settings-button").click(function () {
+    settings.toggleClass("is-active");
   });
   // Close the dialog if X is clicked
-  $('#documenter-settings button.delete').click(function(){
-    settings.removeClass('is-active');
+  $("#documenter-settings button.delete").click(function () {
+    settings.removeClass("is-active");
   });
   // Close dialog if ESC is pressed
-  $(document).keyup(function(e) {
-    if (e.keyCode == 27) settings.removeClass('is-active');
+  $(document).keyup(function (e) {
+    if (e.keyCode == 27) settings.removeClass("is-active");
+  });
+});
+
+})
+////////////////////////////////////////////////////////////////////////////////
+require(['jquery'], function($) {
+
+$(document).ready(function () {
+  let search_modal_header = `
+    <header class="modal-card-head gap-2 is-align-items-center is-justify-content-space-between w-100 px-3">
+      <div class="field mb-0 w-100">
+        <p class="control has-icons-right">
+          <input class="input documenter-search-input" type="text" placeholder="Search" />
+          <span class="icon is-small is-right has-text-primary-dark">
+            <i class="fas fa-magnifying-glass"></i>
+          </span>
+        </p>
+      </div>
+      <div class="icon is-size-4 is-clickable close-search-modal">
+        <i class="fas fa-times"></i>
+      </div>
+    </header>
+  `;
+
+  let initial_search_body = `
+    <div class="has-text-centered my-5 py-5">Type something to get started!</div>
+  `;
+
+  let search_modal_footer = `
+    <footer class="modal-card-foot">
+      <span>
+        <kbd class="search-modal-key-hints">Ctrl</kbd> +
+        <kbd class="search-modal-key-hints">/</kbd> to search
+      </span>
+      <span class="ml-3"> <kbd class="search-modal-key-hints">esc</kbd> to close </span>
+    </footer>
+  `;
+
+  $(document.body).append(
+    `
+      <div class="modal" id="search-modal">
+        <div class="modal-background"></div>
+        <div class="modal-card search-min-width-50 search-min-height-100 is-justify-content-center">
+          ${search_modal_header}
+          <section class="modal-card-body is-flex is-flex-direction-column is-justify-content-center gap-4 search-modal-card-body">
+            ${initial_search_body}
+          </section>
+          ${search_modal_footer}
+        </div>
+      </div>
+    `
+  );
+
+  document.querySelector(".docs-search-query").addEventListener("click", () => {
+    openModal();
+  });
+
+  document
+    .querySelector(".close-search-modal")
+    .addEventListener("click", () => {
+      closeModal();
+    });
+
+  $(document).on("click", ".search-result-link", function () {
+    closeModal();
+  });
+
+  document.addEventListener("keydown", (event) => {
+    if ((event.ctrlKey || event.metaKey) && event.key === "/") {
+      openModal();
+    } else if (event.key === "Escape") {
+      closeModal();
+    }
+
+    return false;
   });
+
+  // Functions to open and close a modal
+  function openModal() {
+    let searchModal = document.querySelector("#search-modal");
+
+    searchModal.classList.add("is-active");
+    document.querySelector(".documenter-search-input").focus();
+  }
+
+  function closeModal() {
+    let searchModal = document.querySelector("#search-modal");
+    let initial_search_body = `
+      <div class="has-text-centered my-5 py-5">Type something to get started!</div>
+    `;
+
+    searchModal.classList.remove("is-active");
+    document.querySelector(".documenter-search-input").blur();
+
+    if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) {
+      $(".search-modal-card-body").addClass("is-justify-content-center");
+    }
+
+    $(".documenter-search-input").val("");
+    $(".search-modal-card-body").html(initial_search_body);
+  }
+
+  document
+    .querySelector("#search-modal .modal-background")
+    .addEventListener("click", () => {
+      closeModal();
+    });
 });
 
 })
@@ -169,150 +899,139 @@ $(document).ready(function() {
 require(['jquery'], function($) {
 
 // Manages the showing and hiding of the sidebar.
-$(document).ready(function() {
+$(document).ready(function () {
   var sidebar = $("#documenter > .docs-sidebar");
-  var sidebar_button = $("#documenter-sidebar-button")
-  sidebar_button.click(function(ev) {
+  var sidebar_button = $("#documenter-sidebar-button");
+  sidebar_button.click(function (ev) {
     ev.preventDefault();
-    sidebar.toggleClass('visible');
-    if (sidebar.hasClass('visible')) {
+    sidebar.toggleClass("visible");
+    if (sidebar.hasClass("visible")) {
       // Makes sure that the current menu item is visible in the sidebar.
       $("#documenter .docs-menu a.is-active").focus();
     }
   });
-  $("#documenter > .docs-main").bind('click', function(ev) {
+  $("#documenter > .docs-main").bind("click", function (ev) {
     if ($(ev.target).is(sidebar_button)) {
       return;
     }
-    if (sidebar.hasClass('visible')) {
-      sidebar.removeClass('visible');
+    if (sidebar.hasClass("visible")) {
+      sidebar.removeClass("visible");
     }
   });
-})
+});
 
 // Resizes the package name / sitename in the sidebar if it is too wide.
 // Inspired by: https://github.com/davatron5000/FitText.js
-$(document).ready(function() {
+$(document).ready(function () {
   e = $("#documenter .docs-autofit");
   function resize() {
-    var L = parseInt(e.css('max-width'), 10);
+    var L = parseInt(e.css("max-width"), 10);
     var L0 = e.width();
-    if(L0 > L) {
-      var h0 = parseInt(e.css('font-size'), 10);
-      e.css('font-size', L * h0 / L0);
+    if (L0 > L) {
+      var h0 = parseInt(e.css("font-size"), 10);
+      e.css("font-size", (L * h0) / L0);
       // TODO: make sure it survives resizes?
     }
   }
   // call once and then register events
   resize();
   $(window).resize(resize);
-  $(window).on('orientationchange', resize);
+  $(window).on("orientationchange", resize);
 });
 
 // Scroll the navigation bar to the currently selected menu item
-$(document).ready(function() {
+$(document).ready(function () {
   var sidebar = $("#documenter .docs-menu").get(0);
   var active = $("#documenter .docs-menu .is-active").get(0);
-  if(typeof active !== 'undefined') {
+  if (typeof active !== "undefined") {
     sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15;
   }
-})
+});
 
 })
 ////////////////////////////////////////////////////////////////////////////////
 require(['jquery'], function($) {
 
-function set_theme(theme) {
-  var active = null;
-  var disabled = [];
-  for (var i = 0; i < document.styleSheets.length; i++) {
-    var ss = document.styleSheets[i];
-    var themename = ss.ownerNode.getAttribute("data-theme-name");
-    if(themename === null) continue; // ignore non-theme stylesheets
-    // Find the active theme
-    if(themename === theme) active = ss;
-    else disabled.push(ss);
-  }
-  if(active !== null) {
-    active.disabled = false;
-    if(active.ownerNode.getAttribute("data-theme-primary") === null) {
-      document.getElementsByTagName('html')[0].className = "theme--" + theme;
-    } else {
-      document.getElementsByTagName('html')[0].className = "";
-    }
-    disabled.forEach(function(ss){
-      ss.disabled = true;
-    });
-  }
-
-  // Store the theme in localStorage
-  if(typeof(window.localStorage) !== "undefined") {
-    window.localStorage.setItem("documenter-theme", theme);
-  } else {
-    console.error("Browser does not support window.localStorage");
-  }
-}
-
 // Theme picker setup
-$(document).ready(function() {
+$(document).ready(function () {
   // onchange callback
-  $('#documenter-themepicker').change(function themepick_callback(ev){
-    var themename = $('#documenter-themepicker option:selected').attr('value');
-    set_theme(themename);
+  $("#documenter-themepicker").change(function themepick_callback(ev) {
+    var themename = $("#documenter-themepicker option:selected").attr("value");
+    if (themename === "auto") {
+      // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light');
+      window.localStorage.removeItem("documenter-theme");
+    } else {
+      // set_theme(themename);
+      window.localStorage.setItem("documenter-theme", themename);
+    }
+    // We re-use the global function from themeswap.js to actually do the swapping.
+    set_theme_from_local_storage();
   });
 
   // Make sure that the themepicker displays the correct theme when the theme is retrieved
   // from localStorage
-  if(typeof(window.localStorage) !== "undefined") {
-    var theme =  window.localStorage.getItem("documenter-theme");
-    if(theme !== null) {
-      $('#documenter-themepicker option').each(function(i,e) {
-        e.selected = (e.value === theme);
-      })
-    } else {
-      $('#documenter-themepicker option').each(function(i,e) {
-        e.selected = $("html").hasClass(`theme--${e.value}`);
-      })
+  if (typeof window.localStorage !== "undefined") {
+    var theme = window.localStorage.getItem("documenter-theme");
+    if (theme !== null) {
+      $("#documenter-themepicker option").each(function (i, e) {
+        e.selected = e.value === theme;
+      });
     }
   }
-})
+});
 
 })
 ////////////////////////////////////////////////////////////////////////////////
 require(['jquery'], function($) {
 
 // update the version selector with info from the siteinfo.js and ../versions.js files
-$(document).ready(function() {
+$(document).ready(function () {
   // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the
   // siteinfo.js file, we just return immediately and not display the version selector.
-  if (typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === 'boolean' && DOCUMENTER_VERSION_SELECTOR_DISABLED) {
+  if (
+    typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" &&
+    DOCUMENTER_VERSION_SELECTOR_DISABLED
+  ) {
     return;
   }
 
   var version_selector = $("#documenter .docs-version-selector");
   var version_selector_select = $("#documenter .docs-version-selector select");
 
-  version_selector_select.change(function(x) {
-    target_href = version_selector_select.children("option:selected").get(0).value;
+  version_selector_select.change(function (x) {
+    target_href = version_selector_select
+      .children("option:selected")
+      .get(0).value;
     window.location.href = target_href;
   });
 
   // add the current version to the selector based on siteinfo.js, but only if the selector is empty
-  if (typeof DOCUMENTER_CURRENT_VERSION !== 'undefined' && $('#version-selector > option').length == 0) {
-    var option = $("<option value='#' selected='selected'>" + DOCUMENTER_CURRENT_VERSION + "</option>");
+  if (
+    typeof DOCUMENTER_CURRENT_VERSION !== "undefined" &&
+    $("#version-selector > option").length == 0
+  ) {
+    var option = $(
+      "<option value='#' selected='selected'>" +
+        DOCUMENTER_CURRENT_VERSION +
+        "</option>"
+    );
     version_selector_select.append(option);
   }
 
-  if (typeof DOC_VERSIONS !== 'undefined') {
+  if (typeof DOC_VERSIONS !== "undefined") {
     var existing_versions = version_selector_select.children("option");
-    var existing_versions_texts = existing_versions.map(function(i,x){return x.text});
-    DOC_VERSIONS.forEach(function(each) {
-      var version_url = documenterBaseURL + "/../" + each;
+    var existing_versions_texts = existing_versions.map(function (i, x) {
+      return x.text;
+    });
+    DOC_VERSIONS.forEach(function (each) {
+      var version_url = documenterBaseURL + "/../" + each + "/";
       var existing_id = $.inArray(each, existing_versions_texts);
       // if not already in the version selector, add it as a new option,
       // otherwise update the old option with the URL and enable it
       if (existing_id == -1) {
-        var option = $("<option value='" + version_url + "'>" + each + "</option>");
+        var option = $(
+          "<option value='" + version_url + "'>" + each + "</option>"
+        );
         version_selector_select.append(option);
       } else {
         var option = existing_versions[existing_id];
@@ -326,6 +1045,6 @@ $(document).ready(function() {
   if (version_selector_select.children("option").length > 0) {
     version_selector.toggleClass("visible");
   }
-})
+});
 
 })
diff --git a/dev/assets/search.js b/dev/assets/search.js
deleted file mode 100644
index c133f741..00000000
--- a/dev/assets/search.js
+++ /dev/null
@@ -1,267 +0,0 @@
-// Generated by Documenter.jl
-requirejs.config({
-  paths: {
-    'lunr': 'https://cdnjs.cloudflare.com/ajax/libs/lunr.js/2.3.9/lunr.min',
-    'lodash': 'https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.21/lodash.min',
-    'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min',
-  }
-});
-////////////////////////////////////////////////////////////////////////////////
-require(['jquery', 'lunr', 'lodash'], function($, lunr, _) {
-
-$(document).ready(function() {
-  // parseUri 1.2.2
-  // (c) Steven Levithan <stevenlevithan.com>
-  // MIT License
-  function parseUri (str) {
-    var  o   = parseUri.options,
-      m   = o.parser[o.strictMode ? "strict" : "loose"].exec(str),
-      uri = {},
-      i   = 14;
-
-    while (i--) uri[o.key[i]] = m[i] || "";
-
-    uri[o.q.name] = {};
-    uri[o.key[12]].replace(o.q.parser, function ($0, $1, $2) {
-      if ($1) uri[o.q.name][$1] = $2;
-    });
-
-    return uri;
-  };
-  parseUri.options = {
-    strictMode: false,
-    key: ["source","protocol","authority","userInfo","user","password","host","port","relative","path","directory","file","query","anchor"],
-    q:   {
-      name:   "queryKey",
-      parser: /(?:^|&)([^&=]*)=?([^&]*)/g
-    },
-    parser: {
-      strict: /^(?:([^:\/?#]+):)?(?:\/\/((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?))?((((?:[^?#\/]*\/)*)([^?#]*))(?:\?([^#]*))?(?:#(.*))?)/,
-      loose:  /^(?:(?![^:@]+:[^:@\/]*@)([^:\/?#.]+):)?(?:\/\/)?((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?)(((\/(?:[^?#](?![^?#\/]*\.[^?#\/.]+(?:[?#]|$)))*\/?)?([^?#\/]*))(?:\?([^#]*))?(?:#(.*))?)/
-    }
-  };
-
-  $("#search-form").submit(function(e) {
-    e.preventDefault()
-  })
-
-  // list below is the lunr 2.1.3 list minus the intersect with names(Base)
-  // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with)
-  // ideally we'd just filter the original list but it's not available as a variable
-  lunr.stopWordFilter = lunr.generateStopWordFilter([
-    'a',
-    'able',
-    'about',
-    'across',
-    'after',
-    'almost',
-    'also',
-    'am',
-    'among',
-    'an',
-    'and',
-    'are',
-    'as',
-    'at',
-    'be',
-    'because',
-    'been',
-    'but',
-    'by',
-    'can',
-    'cannot',
-    'could',
-    'dear',
-    'did',
-    'does',
-    'either',
-    'ever',
-    'every',
-    'from',
-    'got',
-    'had',
-    'has',
-    'have',
-    'he',
-    'her',
-    'hers',
-    'him',
-    'his',
-    'how',
-    'however',
-    'i',
-    'if',
-    'into',
-    'it',
-    'its',
-    'just',
-    'least',
-    'like',
-    'likely',
-    'may',
-    'me',
-    'might',
-    'most',
-    'must',
-    'my',
-    'neither',
-    'no',
-    'nor',
-    'not',
-    'of',
-    'off',
-    'often',
-    'on',
-    'or',
-    'other',
-    'our',
-    'own',
-    'rather',
-    'said',
-    'say',
-    'says',
-    'she',
-    'should',
-    'since',
-    'so',
-    'some',
-    'than',
-    'that',
-    'the',
-    'their',
-    'them',
-    'then',
-    'there',
-    'these',
-    'they',
-    'this',
-    'tis',
-    'to',
-    'too',
-    'twas',
-    'us',
-    'wants',
-    'was',
-    'we',
-    'were',
-    'what',
-    'when',
-    'who',
-    'whom',
-    'why',
-    'will',
-    'would',
-    'yet',
-    'you',
-    'your'
-  ])
-
-  // add . as a separator, because otherwise "title": "Documenter.Anchors.add!"
-  // would not find anything if searching for "add!", only for the entire qualification
-  lunr.tokenizer.separator = /[\s\-\.]+/
-
-  // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names
-  lunr.trimmer = function (token) {
-    return token.update(function (s) {
-      return s.replace(/^[^a-zA-Z0-9@!]+/, '').replace(/[^a-zA-Z0-9@!]+$/, '')
-    })
-  }
-
-  lunr.Pipeline.registerFunction(lunr.stopWordFilter, 'juliaStopWordFilter')
-  lunr.Pipeline.registerFunction(lunr.trimmer, 'juliaTrimmer')
-
-  var index = lunr(function () {
-    this.ref('location')
-    this.field('title',{boost: 100})
-    this.field('text')
-    documenterSearchIndex['docs'].forEach(function(e) {
-        this.add(e)
-    }, this)
-  })
-  var store = {}
-
-  documenterSearchIndex['docs'].forEach(function(e) {
-      store[e.location] = {title: e.title, category: e.category, page: e.page}
-  })
-
-  $(function(){
-    searchresults = $('#documenter-search-results');
-    searchinfo = $('#documenter-search-info');
-    searchbox = $('#documenter-search-query');
-    searchform = $('.docs-search');
-    sidebar = $('.docs-sidebar');
-    function update_search(querystring) {
-      tokens = lunr.tokenizer(querystring)
-      results = index.query(function (q) {
-        tokens.forEach(function (t) {
-          q.term(t.toString(), {
-            fields: ["title"],
-            boost: 100,
-            usePipeline: true,
-            editDistance: 0,
-            wildcard: lunr.Query.wildcard.NONE
-          })
-          q.term(t.toString(), {
-            fields: ["title"],
-            boost: 10,
-            usePipeline: true,
-            editDistance: 2,
-            wildcard: lunr.Query.wildcard.NONE
-          })
-          q.term(t.toString(), {
-            fields: ["text"],
-            boost: 1,
-            usePipeline: true,
-            editDistance: 0,
-            wildcard: lunr.Query.wildcard.NONE
-          })
-        })
-      })
-      searchinfo.text("Number of results: " + results.length)
-      searchresults.empty()
-      results.forEach(function(result) {
-        data = store[result.ref]
-        link = $('<a class="docs-label">'+data.title+'</a>')
-        link.attr('href', documenterBaseURL+'/'+result.ref)
-        if (data.category != "page"){
-          cat = $('<span class="docs-category">('+data.category+', '+data.page+')</span>')
-        } else {
-          cat = $('<span class="docs-category">('+data.category+')</span>')
-        }
-        li = $('<li>').append(link).append(" ").append(cat)
-        searchresults.append(li)
-      })
-    }
-
-    function update_search_box() {
-      querystring = searchbox.val()
-      update_search(querystring)
-    }
-
-    searchbox.keyup(_.debounce(update_search_box, 250))
-    searchbox.change(update_search_box)
-
-    // Disable enter-key form submission for the searchbox on the search page
-    // and just re-run search rather than refresh the whole page.
-    searchform.keypress(
-      function(event){
-        if (event.which == '13') {
-          if (sidebar.hasClass('visible')) {
-            sidebar.removeClass('visible');
-          }
-          update_search_box();
-          event.preventDefault();
-        }
-      }
-    );
-
-    search_query_uri = parseUri(window.location).queryKey["q"]
-    if(search_query_uri !== undefined) {
-      search_query = decodeURIComponent(search_query_uri.replace(/\+/g, '%20'))
-      searchbox.val(search_query)
-    }
-    update_search_box();
-  })
-})
-
-})
diff --git a/dev/assets/themes/documenter-dark.css b/dev/assets/themes/documenter-dark.css
index c94a294d..53889fb9 100644
--- a/dev/assets/themes/documenter-dark.css
+++ b/dev/assets/themes/documenter-dark.css
@@ -1,7 +1,7 @@
-@keyframes spinAround{from{transform:rotate(0deg)}to{transform:rotate(359deg)}}html.theme--documenter-dark .tabs,html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark .breadcrumb,html.theme--documenter-dark .file,html.theme--documenter-dark .button,.is-unselectable,html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-webkit-touch-callout:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}html.theme--documenter-dark .navbar-link:not(.is-arrowless)::after,html.theme--documenter-dark .select:not(.is-multiple):not(.is-loading)::after{border:3px solid rgba(0,0,0,0);border-radius:2px;border-right:0;border-top:0;content:" ";display:block;height:0.625em;margin-top:-0.4375em;pointer-events:none;position:absolute;top:50%;transform:rotate(-45deg);transform-origin:center;width:0.625em}html.theme--documenter-dark .admonition:not(:last-child),html.theme--documenter-dark .tabs:not(:last-child),html.theme--documenter-dark .message:not(:last-child),html.theme--documenter-dark .list:not(:last-child),html.theme--documenter-dark .level:not(:last-child),html.theme--documenter-dark .breadcrumb:not(:last-child),html.theme--documenter-dark .highlight:not(:last-child),html.theme--documenter-dark .block:not(:last-child),html.theme--documenter-dark .title:not(:last-child),html.theme--documenter-dark .subtitle:not(:last-child),html.theme--documenter-dark .table-container:not(:last-child),html.theme--documenter-dark .table:not(:last-child),html.theme--documenter-dark .progress:not(:last-child),html.theme--documenter-dark .notification:not(:last-child),html.theme--documenter-dark .content:not(:last-child),html.theme--documenter-dark .box:not(:last-child){margin-bottom:1.5rem}html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-moz-appearance:none;-webkit-appearance:none;background-color:rgba(10,10,10,0.2);border:none;border-radius:290486px;cursor:pointer;pointer-events:auto;display:inline-block;flex-grow:0;flex-shrink:0;font-size:0;height:20px;max-height:20px;max-width:20px;min-height:20px;min-width:20px;outline:none;position:relative;vertical-align:top;width:20px}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark .delete::before,html.theme--documenter-dark .modal-close::after,html.theme--documenter-dark .delete::after{background-color:#fff;content:"";display:block;left:50%;position:absolute;top:50%;transform:translateX(-50%) translateY(-50%) rotate(45deg);transform-origin:center center}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark 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!important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:#282f2f;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#ecf0f1}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content 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kbd.button.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#ecf0f1}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#ecf0f1;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark 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.docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark 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.button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark 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.button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-info.is-outlined{background-color:transparent;border-color:#024c7d;box-shadow:none;color:#024c7d}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-focused{background-color:#fff;color:#024c7d}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark 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!important}html.theme--documenter-dark .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-outlined{background-color:transparent;border-color:#008438;box-shadow:none;color:#008438}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#008438}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #008438 #008438 !important}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-warning{background-color:#ad8100;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning:hover,html.theme--documenter-dark .button.is-warning.is-hovered{background-color:#a07700;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning:focus,html.theme--documenter-dark .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning:focus:not(:active),html.theme--documenter-dark 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.button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:3px;font-size:.85em}html.theme--documenter-dark 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.pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--documenter-dark .pagination.is-rounded .pagination-next,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:290486px}html.theme--documenter-dark .pagination.is-rounded .pagination-link,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:290486px}html.theme--documenter-dark .pagination,html.theme--documenter-dark .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link{border-color:#5e6d6f;color:#1abc9c;min-width:2.25em}html.theme--documenter-dark .pagination-previous:hover,html.theme--documenter-dark .pagination-next:hover,html.theme--documenter-dark .pagination-link:hover{border-color:#8c9b9d;color:#1dd2af}html.theme--documenter-dark .pagination-previous:focus,html.theme--documenter-dark .pagination-next:focus,html.theme--documenter-dark .pagination-link:focus{border-color:#8c9b9d}html.theme--documenter-dark .pagination-previous:active,html.theme--documenter-dark .pagination-next:active,html.theme--documenter-dark .pagination-link:active{box-shadow:inset 0 1px 2px rgba(10,10,10,0.2)}html.theme--documenter-dark .pagination-previous[disabled],html.theme--documenter-dark 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ul.is-center{flex:none;justify-content:center;padding-left:0.75em;padding-right:0.75em}html.theme--documenter-dark .tabs ul.is-right{justify-content:flex-end;padding-left:0.75em}html.theme--documenter-dark .tabs .icon:first-child{margin-right:0.5em}html.theme--documenter-dark .tabs .icon:last-child{margin-left:0.5em}html.theme--documenter-dark .tabs.is-centered ul{justify-content:center}html.theme--documenter-dark .tabs.is-right ul{justify-content:flex-end}html.theme--documenter-dark .tabs.is-boxed a{border:1px solid transparent;border-radius:.4em .4em 0 0}html.theme--documenter-dark .tabs.is-boxed a:hover{background-color:#282f2f;border-bottom-color:#5e6d6f}html.theme--documenter-dark .tabs.is-boxed li.is-active a{background-color:#fff;border-color:#5e6d6f;border-bottom-color:rgba(0,0,0,0) !important}html.theme--documenter-dark .tabs.is-fullwidth li{flex-grow:1;flex-shrink:0}html.theme--documenter-dark .tabs.is-toggle 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.button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--documenter-dark .icon.is-small,html.theme--documenter-dark #documenter 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#documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--documenter-dark .image.is-5by4 .has-ratio,html.theme--documenter-dark #documenter 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img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by4 img,html.theme--documenter-dark .image.is-3by4 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by4 .has-ratio,html.theme--documenter-dark .image.is-2by3 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by3 img,html.theme--documenter-dark .image.is-2by3 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by3 .has-ratio,html.theme--documenter-dark .image.is-3by5 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--documenter-dark .image.is-3by5 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--documenter-dark .image.is-9by16 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--documenter-dark .image.is-9by16 .has-ratio,html.theme--documenter-dark #documenter 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.docs-logo>img.is-5by4{padding-top:80%}html.theme--documenter-dark .image.is-4by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--documenter-dark .image.is-3by2,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--documenter-dark .image.is-5by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--documenter-dark .image.is-16by9,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-16by9{padding-top:56.25%}html.theme--documenter-dark .image.is-2by1,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by1{padding-top:50%}html.theme--documenter-dark .image.is-3by1,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--documenter-dark .image.is-4by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--documenter-dark .image.is-3by4,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--documenter-dark .image.is-2by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--documenter-dark .image.is-3by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--documenter-dark .image.is-9by16,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-9by16{padding-top:177.7777%}html.theme--documenter-dark .image.is-1by2,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by2{padding-top:200%}html.theme--documenter-dark .image.is-1by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by3{padding-top:300%}html.theme--documenter-dark .image.is-16x16,html.theme--documenter-dark #documenter .docs-sidebar 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.filter-tabs::-webkit-scrollbar-thumb{background-color:gray;border-radius:1rem}#search-modal .modal-card-body::-webkit-scrollbar-track,#search-modal .filter-tabs::-webkit-scrollbar-track{-webkit-box-shadow:inset 0 0 6px rgba(0,0,0,0.6);background-color:transparent}.w-100{width:100%}.gap-2{gap:0.5rem}.gap-4{gap:1rem}.gap-8{gap:2rem}.ansi span.sgr1{font-weight:bolder}.ansi span.sgr2{font-weight:lighter}.ansi span.sgr3{font-style:italic}.ansi span.sgr4{text-decoration:underline}.ansi span.sgr7{color:#fff;background-color:#222}.ansi span.sgr8{color:transparent}.ansi span.sgr8 span{color:transparent}.ansi span.sgr9{text-decoration:line-through}.ansi span.sgr30{color:#242424}.ansi span.sgr31{color:#a7201f}.ansi span.sgr32{color:#066f00}.ansi span.sgr33{color:#856b00}.ansi span.sgr34{color:#2149b0}.ansi span.sgr35{color:#7d4498}.ansi span.sgr36{color:#007989}.ansi span.sgr37{color:gray}.ansi span.sgr40{background-color:#242424}.ansi span.sgr41{background-color:#a7201f}.ansi span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*!
   Theme: Default
   Description: Original highlight.js style
   Author: (c) Ivan Sagalaev <maniac@softwaremaniacs.org>
@@ -6,4 +6,4 @@
   Website: https://highlightjs.org/
   License: see project LICENSE
   Touched: 2021
-*/pre code.hljs{display:block;overflow-x:auto}code.hljs{padding:3px 5px}.hljs{background:#F0F0F0;color:#444}.hljs-comment{color:#888888}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#BC6060}.hljs-literal{color:#78A960}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#4d99bf}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}
+*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem}
diff --git a/dev/assets/themeswap.js b/dev/assets/themeswap.js
index c58e993e..9f5eebe6 100644
--- a/dev/assets/themeswap.js
+++ b/dev/assets/themeswap.js
@@ -1,20 +1,17 @@
 // Small function to quickly swap out themes. Gets put into the <head> tag..
 function set_theme_from_local_storage() {
-  // Intialize the theme to null, which means default
+  // Initialize the theme to null, which means default
   var theme = null;
   // If the browser supports the localstorage and is not disabled then try to get the
   // documenter theme
-  if(window.localStorage != null) {
+  if (window.localStorage != null) {
     // Get the user-picked theme from localStorage. May be `null`, which means the default
     // theme.
-    theme =  window.localStorage.getItem("documenter-theme");
+    theme = window.localStorage.getItem("documenter-theme");
   }
-  // Check if the browser supports user color preference
-  var darkPreference = false;
   // Check if the users preference is for dark color scheme
-  if(window.matchMedia('(prefers-color-scheme: dark)').matches === true) {
-    darkPreference = true;
-  }
+  var darkPreference =
+    window.matchMedia("(prefers-color-scheme: dark)").matches === true;
   // Initialize a few variables for the loop:
   //
   //  - active: will contain the index of the theme that should be active. Note that there
@@ -24,43 +21,64 @@ function set_theme_from_local_storage() {
   //
   //  - disabled: style sheets that should be disabled (i.e. all the theme style sheets
   //    that are not the currently active theme)
-  var active = null; var disabled = []; var darkTheme = null;
+  var active = null;
+  var disabled = [];
+  var primaryLightTheme = null;
+  var primaryDarkTheme = null;
   for (var i = 0; i < document.styleSheets.length; i++) {
     var ss = document.styleSheets[i];
     // The <link> tag of each style sheet is expected to have a data-theme-name attribute
     // which must contain the name of the theme. The names in localStorage much match this.
     var themename = ss.ownerNode.getAttribute("data-theme-name");
     // attribute not set => non-theme stylesheet => ignore
-    if(themename === null) continue;
+    if (themename === null) continue;
     // To distinguish the default (primary) theme, it needs to have the data-theme-primary
     // attribute set.
-    var isprimary = (ss.ownerNode.getAttribute("data-theme-primary") !== null);
-    // Check if the theme is primary dark theme
-    var isDarkTheme = (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null);
-    // If ss is for dark theme then set the value of darkTheme to the name of the theme
-    if(isDarkTheme) darkTheme = themename;
+    if (ss.ownerNode.getAttribute("data-theme-primary") !== null) {
+      primaryLightTheme = themename;
+    }
+    // Check if the theme is primary dark theme so that we could store its name in darkTheme
+    if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) {
+      primaryDarkTheme = themename;
+    }
     // If we find a matching theme (and it's not the default), we'll set active to non-null
-    if(themename === theme) active = i;
+    if (themename === theme) active = i;
     // Store the style sheets of inactive themes so that we could disable them
-    if(themename !== theme) disabled.push(ss);
+    if (themename !== theme) disabled.push(ss);
   }
-  if(active !== null) {
+  var activeTheme = null;
+  if (active !== null) {
     // If we did find an active theme, we'll (1) add the theme--$(theme) class to <html>
-    document.getElementsByTagName('html')[0].className = "theme--" + theme;
-    // and (2) disable all the other theme stylesheets
-    disabled.forEach(function(ss){
-      ss.disabled = true;
-    });
+    document.getElementsByTagName("html")[0].className = "theme--" + theme;
+    activeTheme = theme;
+  } else {
+    // If we did _not_ find an active theme, then we need to fall back to the primary theme
+    // which can either be dark or light, depending on the user's OS preference.
+    var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme;
+    // In case it somehow happens that the relevant primary theme was not found in the
+    // preceding loop, we abort without doing anything.
+    if (activeTheme === null) {
+      console.error("Unable to determine primary theme.");
+      return;
+    }
+    // When switching to the primary light theme, then we must not have a class name
+    // for the <html> tag. That's only for non-primary or the primary dark theme.
+    if (darkPreference) {
+      document.getElementsByTagName("html")[0].className =
+        "theme--" + activeTheme;
+    } else {
+      document.getElementsByTagName("html")[0].className = "";
+    }
   }
-  else if(darkTheme !== null && darkPreference === true) {
-    // If we did find an active theme, we'll (1) add the theme--$(theme) class to <html>
-    document.getElementsByTagName('html')[0].className = "theme--" + darkTheme;
-    // and (2) disable all the other theme stylesheets
-    disabled.forEach(function(ss){
-      if (ss.ownerNode.getAttribute("data-theme-name") !== darkTheme) {
-        ss.disabled = true;
-      }
-    });
+  for (var i = 0; i < document.styleSheets.length; i++) {
+    var ss = document.styleSheets[i];
+    // The <link> tag of each style sheet is expected to have a data-theme-name attribute
+    // which must contain the name of the theme. The names in localStorage much match this.
+    var themename = ss.ownerNode.getAttribute("data-theme-name");
+    // attribute not set => non-theme stylesheet => ignore
+    if (themename === null) continue;
+    // we'll disable all the stylesheets, except for the active one
+    ss.disabled = !(themename == activeTheme);
   }
 }
 set_theme_from_local_storage();
diff --git a/dev/assets/warner.js b/dev/assets/warner.js
index 5531c885..3f6f5d00 100644
--- a/dev/assets/warner.js
+++ b/dev/assets/warner.js
@@ -1,49 +1,52 @@
-function maybeAddWarning () {
-    // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE
-    // in siteinfo.js.
-    // If either of these are undefined something went horribly wrong, so we abort.
-    if (
-            window.DOCUMENTER_NEWEST === undefined ||
-            window.DOCUMENTER_CURRENT_VERSION === undefined ||
-            window.DOCUMENTER_STABLE === undefined
-       ) {
-        return
-    };
+function maybeAddWarning() {
+  // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE
+  // in siteinfo.js.
+  // If either of these are undefined something went horribly wrong, so we abort.
+  if (
+    window.DOCUMENTER_NEWEST === undefined ||
+    window.DOCUMENTER_CURRENT_VERSION === undefined ||
+    window.DOCUMENTER_STABLE === undefined
+  ) {
+    return;
+  }
 
-    // Current version is not a version number, so we can't tell if it's the newest version. Abort.
-    if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) {
-        return
-    };
+  // Current version is not a version number, so we can't tell if it's the newest version. Abort.
+  if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) {
+    return;
+  }
 
-    // Current version is newest version, so no need to add a warning.
-    if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) {
-        return
-    };
+  // Current version is newest version, so no need to add a warning.
+  if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) {
+    return;
+  }
 
-    // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs.
-    if (document.body.querySelector('meta[name="robots"]') === null) {
-        const meta = document.createElement('meta');
-        meta.name = 'robots';
-        meta.content = 'noindex';
+  // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs.
+  if (document.body.querySelector('meta[name="robots"]') === null) {
+    const meta = document.createElement("meta");
+    meta.name = "robots";
+    meta.content = "noindex";
 
-        document.getElementsByTagName('head')[0].appendChild(meta);
-    };
+    document.getElementsByTagName("head")[0].appendChild(meta);
+  }
 
-    const div = document.createElement('div');
-    div.classList.add('outdated-warning-overlay');
-    const closer = document.createElement('button');
-    closer.classList.add('outdated-warning-closer', 'delete');
-    closer.addEventListener('click', function () {
-        document.body.removeChild(div);
-    });
-    const href = window.documenterBaseURL + '/../' + window.DOCUMENTER_STABLE;
-    div.innerHTML = 'This documentation is not for the latest stable release, but for either the development version or an older release.<br><a href="' + href + '">Click here to go to the documentation for the latest stable release.</a>';
-    div.appendChild(closer);
-    document.body.appendChild(div);
-};
+  const div = document.createElement("div");
+  div.classList.add("outdated-warning-overlay");
+  const closer = document.createElement("button");
+  closer.classList.add("outdated-warning-closer", "delete");
+  closer.addEventListener("click", function () {
+    document.body.removeChild(div);
+  });
+  const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE;
+  div.innerHTML =
+    'This documentation is not for the latest stable release, but for either the development version or an older release.<br><a href="' +
+    href +
+    '">Click here to go to the documentation for the latest stable release.</a>';
+  div.appendChild(closer);
+  document.body.appendChild(div);
+}
 
-if (document.readyState === 'loading') {
-    document.addEventListener('DOMContentLoaded', maybeAddWarning);
+if (document.readyState === "loading") {
+  document.addEventListener("DOMContentLoaded", maybeAddWarning);
 } else {
-    maybeAddWarning();
-};
+  maybeAddWarning();
+}
diff --git a/dev/faq/index.html b/dev/faq/index.html
index 0b22d8ae..e3ad2a2f 100644
--- a/dev/faq/index.html
+++ b/dev/faq/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Frequently Asked Questions · Cropbox.jl</title><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Frequently Asked Questions · Cropbox.jl</title><meta name="title" content="Frequently Asked Questions · Cropbox.jl"/><meta property="og:title" content="Frequently Asked Questions · Cropbox.jl"/><meta property="twitter:title" content="Frequently Asked Questions · Cropbox.jl"/><meta name="description" content="Documentation for Cropbox.jl."/><meta property="og:description" content="Documentation for Cropbox.jl."/><meta property="twitter:description" content="Documentation for Cropbox.jl."/><meta property="og:url" content="https://cropbox.github.io/Cropbox.jl/stable/faq/"/><meta property="twitter:url" content="https://cropbox.github.io/Cropbox.jl/stable/faq/"/><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/faq/"/><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
   function gtag(){dataLayer.push(arguments);}
   gtag('js', new Date());
   gtag('config', 'UA-192782823-1', {'page_path': location.pathname + location.search + location.hash});
-</script><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/faq/"/><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../assets/documenter.js"></script><script src="../siteinfo.js"></script><script src="../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../assets/themeswap.js"></script><link href="../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../"><img src="../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../">Cropbox.jl</a></span></div><form class="docs-search" action="../search/"><input class="docs-search-query" id="documenter-search-query" 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+</script><script data-outdated-warner src="../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../assets/documenter.js"></script><script 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diff --git a/dev/gallery/index.html b/dev/gallery/index.html
index 57a716ff..4764328c 100644
--- a/dev/gallery/index.html
+++ b/dev/gallery/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Gallery · Cropbox.jl</title><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Gallery · Cropbox.jl</title><meta name="title" content="Gallery · Cropbox.jl"/><meta property="og:title" content="Gallery · Cropbox.jl"/><meta property="twitter:title" content="Gallery · Cropbox.jl"/><meta name="description" content="Documentation for Cropbox.jl."/><meta property="og:description" content="Documentation for Cropbox.jl."/><meta property="twitter:description" content="Documentation for Cropbox.jl."/><meta property="og:url" content="https://cropbox.github.io/Cropbox.jl/stable/gallery/"/><meta property="twitter:url" content="https://cropbox.github.io/Cropbox.jl/stable/gallery/"/><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/gallery/"/><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
   function gtag(){dataLayer.push(arguments);}
   gtag('js', new Date());
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class="docs-heading-anchor-permalink" href="#[CropRootBox.jl](https://github.com/cropbox/CropRootBox.jl)" title="Permalink"></a></h2><h2 id="[Garlic.jl](https://github.com/cropbox/Garlic.jl)"><a class="docs-heading-anchor" href="#[Garlic.jl](https://github.com/cropbox/Garlic.jl)"><a href="https://github.com/cropbox/Garlic.jl">Garlic.jl</a></a><a id="[Garlic.jl](https://github.com/cropbox/Garlic.jl)-1"></a><a class="docs-heading-anchor-permalink" href="#[Garlic.jl](https://github.com/cropbox/Garlic.jl)" title="Permalink"></a></h2><h2 id="[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)"><a class="docs-heading-anchor" href="#[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)"><a href="https://github.com/cropbox/LeafGasExchange.jl">LeafGasExchange.jl</a></a><a id="[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)-1"></a><a 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class="docs-heading-anchor" href="#[CropRootBox.jl](https://github.com/cropbox/CropRootBox.jl)"><a href="https://github.com/cropbox/CropRootBox.jl">CropRootBox.jl</a></a><a id="[CropRootBox.jl](https://github.com/cropbox/CropRootBox.jl)-1"></a><a class="docs-heading-anchor-permalink" href="#[CropRootBox.jl](https://github.com/cropbox/CropRootBox.jl)" title="Permalink"></a></h2><h2 id="[Garlic.jl](https://github.com/cropbox/Garlic.jl)"><a class="docs-heading-anchor" href="#[Garlic.jl](https://github.com/cropbox/Garlic.jl)"><a href="https://github.com/cropbox/Garlic.jl">Garlic.jl</a></a><a id="[Garlic.jl](https://github.com/cropbox/Garlic.jl)-1"></a><a class="docs-heading-anchor-permalink" href="#[Garlic.jl](https://github.com/cropbox/Garlic.jl)" title="Permalink"></a></h2><h2 id="[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)"><a class="docs-heading-anchor" href="#[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)"><a href="https://github.com/cropbox/LeafGasExchange.jl">LeafGasExchange.jl</a></a><a id="[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)-1"></a><a class="docs-heading-anchor-permalink" href="#[LeafGasExchange.jl](https://github.com/cropbox/LeafGasExchange.jl)" title="Permalink"></a></h2><h2 id="[SimpleCrop.jl](https://github.com/cropbox/SimpleCrop.jl)"><a class="docs-heading-anchor" href="#[SimpleCrop.jl](https://github.com/cropbox/SimpleCrop.jl)"><a href="https://github.com/cropbox/SimpleCrop.jl">SimpleCrop.jl</a></a><a id="[SimpleCrop.jl](https://github.com/cropbox/SimpleCrop.jl)-1"></a><a class="docs-heading-anchor-permalink" href="#[SimpleCrop.jl](https://github.com/cropbox/SimpleCrop.jl)" title="Permalink"></a></h2></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../guide/inspection/">« 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on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Configuration1"><a class="docs-heading-anchor" href="#Configuration1">Configuration</a><a id="Configuration1-1"></a><a class="docs-heading-anchor-permalink" href="#Configuration1" title="Permalink"></a></h1><p>In Cropbox, <code>Config</code> is a configuration object structured as a nested dictionary or a hash table. It stores user-defined parameter values as a triplet of <em>system</em> - <em>variable</em> - <em>value</em>. Providing a configuration object with specific parameter values during instantiation of a system allows the user to insert or replace values for parameter variables within the system. </p><p>For a variable to be eligible for adjustment through a configuration, the variable must have the <code>parameter</code> tag. There are six possible variable states that have access to the <code>parameter</code> tag: <a href="../variable/#preserve"><code>preserve</code></a>, <a href="../variable/#flag"><code>flag</code></a>, <a href="../variable/#provide"><code>provide</code></a>, <a href="../variable/#drive"><code>drive</code></a>, <a href="../variable/#tabulate"><code>tabulate</code></a>, and <a href="../variable/#interpolate"><code>interpolate</code></a>. The type of <em>value</em> that you assign in a configuration will vary depending on the variable state. For example, a configuration for a <code>flag</code> variable will contain an expression that can be evaluated as <code>true</code> or <code>false</code>.</p><h2 id="Creating-a-Configuration"><a class="docs-heading-anchor" href="#Creating-a-Configuration">Creating a Configuration</a><a id="Creating-a-Configuration-1"></a><a class="docs-heading-anchor-permalink" href="#Creating-a-Configuration" title="Permalink"></a></h2><p>Configurations are created using the <code>@config</code> macro. </p><p>A basic unit of configuration for a system <code>S</code> is represented as a pair in the form of <code>S =&gt; p</code> (<code>p</code> represents a parameter). The parameter variable and its corresponding value is represented as another pair in the form of <code>p =&gt; v</code>. In other words, a configuration is created by pairing system <code>S</code> to a pairing of parameter variable and value <code>p =&gt; v</code>, like so: <code>:S =&gt; :p =&gt; v</code>.</p><p><strong>Example</strong></p><p>Here is an example of changing the value of a parameter variable using a configuration.</p><pre><code class="language-julia hljs">@system S(Controller) begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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href="#Changing-the-Time-Step"><span>Changing the Time Step</span></a></li><li><a class="tocitem" href="#Supplying-a-DataFrame-to-a-provide-Variable"><span>Supplying a DataFrame to a <code>provide</code> Variable</span></a></li></ul></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Configuration</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Configuration</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/configuration.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Configuration1"><a class="docs-heading-anchor" href="#Configuration1">Configuration</a><a id="Configuration1-1"></a><a class="docs-heading-anchor-permalink" href="#Configuration1" title="Permalink"></a></h1><p>In Cropbox, <code>Config</code> is a configuration object structured as a nested dictionary or a hash table. It stores user-defined parameter values as a triplet of <em>system</em> - <em>variable</em> - <em>value</em>. Providing a configuration object with specific parameter values during instantiation of a system allows the user to insert or replace values for parameter variables within the system. </p><p>For a variable to be eligible for adjustment through a configuration, the variable must have the <code>parameter</code> tag. There are six possible variable states that have access to the <code>parameter</code> tag: <a href="../variable/#preserve"><code>preserve</code></a>, <a href="../variable/#flag"><code>flag</code></a>, <a href="../variable/#provide"><code>provide</code></a>, <a href="../variable/#drive"><code>drive</code></a>, <a href="../variable/#tabulate"><code>tabulate</code></a>, and <a href="../variable/#interpolate"><code>interpolate</code></a>. The type of <em>value</em> that you assign in a configuration will vary depending on the variable state. For example, a configuration for a <code>flag</code> variable will contain an expression that can be evaluated as <code>true</code> or <code>false</code>.</p><h2 id="Creating-a-Configuration"><a class="docs-heading-anchor" href="#Creating-a-Configuration">Creating a Configuration</a><a id="Creating-a-Configuration-1"></a><a class="docs-heading-anchor-permalink" href="#Creating-a-Configuration" title="Permalink"></a></h2><p>Configurations are created using the <code>@config</code> macro. </p><p>A basic unit of configuration for a system <code>S</code> is represented as a pair in the form of <code>S =&gt; p</code> (<code>p</code> represents a parameter). The parameter variable and its corresponding value is represented as another pair in the form of <code>p =&gt; v</code>. In other words, a configuration is created by pairing system <code>S</code> to a pairing of parameter variable and value <code>p =&gt; v</code>, like so: <code>:S =&gt; :p =&gt; v</code>.</p><p><strong>Example</strong></p><p>Here is an example of changing the value of a parameter variable using a configuration.</p><pre><code class="language-julia hljs">@system S(Controller) begin
     a =&gt; 1 ~ preserve(parameter)
     b =&gt; 2 ~ preserve(parameter)
 end
@@ -101,4 +101,4 @@ <h2 id="Changing-the-Time-Step"><a class="docs-heading-anchor" href="#Changing-t
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 20px; color: royalblue">context</td><td style="text-align: left; padding: 2px 0px 2px 0px; color: gray"></td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">&lt;Context&gt;</td></tr>
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 20px; color: royalblue">config</td><td style="text-align: left; padding: 2px 0px 2px 0px; color: gray"></td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">&lt;Config&gt;</td></tr>
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 20px; color: royalblue">D</td><td style="text-align: left; padding: 2px 0px 2px 0px; color: gray"></td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">3×2 DataFrame…</td></tr>
-</table></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../variable/">« Variable</a><a class="docs-footer-nextpage" href="../simulation/">Simulation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+</table></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../variable/">« Variable</a><a class="docs-footer-nextpage" href="../simulation/">Simulation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li class="is-active"><a class="tocitem" href>Inspection</a><ul class="internal"><li><a class="tocitem" href="#look"><span><code>look()</code></span></a></li><li><a class="tocitem" href="#dive"><span><code>dive()</code></span></a></li></ul></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Inspection</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Inspection</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/inspection.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Inspection"><a class="docs-heading-anchor" href="#Inspection">Inspection</a><a id="Inspection-1"></a><a class="docs-heading-anchor-permalink" href="#Inspection" title="Permalink"></a></h1><p>There are two inspective functions in Cropbox that allow us to look at systems more closely. For information regarding syntax, please check the <a href="../../reference/inspection/#Inspection1">reference</a>.</p><ul><li><a href="#look"><code>look()</code></a></li><li><a href="#dive"><code>dive()</code></a></li></ul><h2 id="look"><a class="docs-heading-anchor" href="#look"><code>look()</code></a><a id="look-1"></a><a class="docs-heading-anchor-permalink" href="#look" title="Permalink"></a></h2><p>The <code>look()</code> provides a convenient way of accessing variables within a system.</p><p><strong>Example</strong></p><pre><code class="language-julia hljs">&quot;&quot;&quot;
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../search_index.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul 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class="tocitem" href>Inspection</a><ul class="internal"><li><a class="tocitem" href="#look"><span><code>look()</code></span></a></li><li><a class="tocitem" href="#dive"><span><code>dive()</code></span></a></li></ul></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Inspection</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Inspection</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/inspection.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Inspection"><a class="docs-heading-anchor" href="#Inspection">Inspection</a><a id="Inspection-1"></a><a class="docs-heading-anchor-permalink" href="#Inspection" title="Permalink"></a></h1><p>There are two inspective functions in Cropbox that allow us to look at systems more closely. For information regarding syntax, please check the <a href="../../reference/inspection/#Inspection1">reference</a>.</p><ul><li><a href="#look"><code>look()</code></a></li><li><a href="#dive"><code>dive()</code></a></li></ul><h2 id="look"><a class="docs-heading-anchor" href="#look"><code>look()</code></a><a id="look-1"></a><a class="docs-heading-anchor-permalink" href="#look" title="Permalink"></a></h2><p>The <code>look()</code> provides a convenient way of accessing variables within a system.</p><p><strong>Example</strong></p><pre><code class="language-julia hljs">&quot;&quot;&quot;
 This is a system.
 &quot;&quot;&quot;
 @system S begin
@@ -34,4 +34,4 @@
 S
  → context = &lt;Context&gt;
    config = &lt;Config&gt;
-   a = 1.0</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../visualization/">« Visualization</a><a class="docs-footer-nextpage" href="../../gallery/">Gallery »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+   a = 1.0</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../visualization/">« Visualization</a><a class="docs-footer-nextpage" href="../../gallery/">Gallery »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/guide/simulation/index.html b/dev/guide/simulation/index.html
index 807ae7de..53431611 100644
--- a/dev/guide/simulation/index.html
+++ b/dev/guide/simulation/index.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Simulation · Cropbox.jl</title><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Simulation · Cropbox.jl</title><meta name="title" content="Simulation · Cropbox.jl"/><meta property="og:title" content="Simulation · Cropbox.jl"/><meta property="twitter:title" content="Simulation · Cropbox.jl"/><meta name="description" content="Documentation for Cropbox.jl."/><meta property="og:description" content="Documentation for Cropbox.jl."/><meta property="twitter:description" content="Documentation for Cropbox.jl."/><meta property="og:url" content="https://cropbox.github.io/Cropbox.jl/stable/guide/simulation/"/><meta property="twitter:url" content="https://cropbox.github.io/Cropbox.jl/stable/guide/simulation/"/><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/guide/simulation/"/><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
   function gtag(){dataLayer.push(arguments);}
   gtag('js', new Date());
   gtag('config', 'UA-192782823-1', {'page_path': location.pathname + location.search + location.hash});
-</script><script data-outdated-warner src="../../assets/warner.js"></script><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/guide/simulation/"/><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><form class="docs-search" action="../../search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../system/">System</a></li><li><a class="tocitem" href="../variable/">Variable</a></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li class="is-active"><a class="tocitem" href>Simulation</a><ul class="internal"><li><a class="tocitem" href="#instance"><span><code>instance()</code></span></a></li><li><a class="tocitem" href="#simulate"><span><code>simulate()</code></span></a></li><li><a class="tocitem" href="#evaluate"><span><code>evaluate()</code></span></a></li><li><a class="tocitem" href="#calibrate"><span><code>calibrate()</code></span></a></li></ul></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Simulation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Simulation</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/simulation.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation</a><a id="Simulation-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation" title="Permalink"></a></h1><p>There are four different functions in Cropbox for model simulation. For information regarding syntax, please check the <a href="../../reference/simulation/#Simulation1">reference</a>.</p><ul><li><a href="#instance"><code>instance()</code></a></li><li><a href="#simulate"><code>simulate()</code></a></li><li><a href="#evaluate"><code>evaluate()</code></a></li><li><a href="#calibrate"><code>calibrate()</code></a></li></ul><div class="admonition is-success"><header class="admonition-header">Tip</header><div class="admonition-body"><p>When running any of these functions, do not forget to include <code>Controller</code> as a mixin for the system.</p></div></div><h2 id="instance"><a class="docs-heading-anchor" href="#instance"><code>instance()</code></a><a id="instance-1"></a><a class="docs-heading-anchor-permalink" href="#instance" title="Permalink"></a></h2><p>The <code>instance()</code> function is the core of all simulative functions. To run any kind of simulation of a system, the system must first be instantiated. The <code>instance()</code> function simply makes an instance of a system with an initial condition specified by a configuration and additional options.</p><p><strong>Example</strong></p><pre><code class="language-julia hljs">@system S(Controller) begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../search_index.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../system/">System</a></li><li><a class="tocitem" href="../variable/">Variable</a></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li class="is-active"><a class="tocitem" href>Simulation</a><ul class="internal"><li><a class="tocitem" href="#instance"><span><code>instance()</code></span></a></li><li><a class="tocitem" href="#simulate"><span><code>simulate()</code></span></a></li><li><a class="tocitem" href="#evaluate"><span><code>evaluate()</code></span></a></li><li><a class="tocitem" href="#calibrate"><span><code>calibrate()</code></span></a></li></ul></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Simulation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Simulation</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/simulation.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation</a><a id="Simulation-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation" title="Permalink"></a></h1><p>There are four different functions in Cropbox for model simulation. For information regarding syntax, please check the <a href="../../reference/simulation/#Simulation1">reference</a>.</p><ul><li><a href="#instance"><code>instance()</code></a></li><li><a href="#simulate"><code>simulate()</code></a></li><li><a href="#evaluate"><code>evaluate()</code></a></li><li><a href="#calibrate"><code>calibrate()</code></a></li></ul><div class="admonition is-success"><header class="admonition-header">Tip</header><div class="admonition-body"><p>When running any of these functions, do not forget to include <code>Controller</code> as a mixin for the system.</p></div></div><h2 id="instance"><a class="docs-heading-anchor" href="#instance"><code>instance()</code></a><a id="instance-1"></a><a class="docs-heading-anchor-permalink" href="#instance" title="Permalink"></a></h2><p>The <code>instance()</code> function is the core of all simulative functions. To run any kind of simulation of a system, the system must first be instantiated. The <code>instance()</code> function simply makes an instance of a system with an initial condition specified by a configuration and additional options.</p><p><strong>Example</strong></p><pre><code class="language-julia hljs">@system S(Controller) begin
     a ~ advance
     b =&gt; 1 ~ preserve(parameter)
     c(a, b) =&gt; a*b ~ track
@@ -79,4 +79,4 @@
 </tr>
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">a</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">20.0</td></tr>
 </table>
-</article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../configuration/">« Configuration</a><a class="docs-footer-nextpage" href="../visualization/">Visualization »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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diff --git a/dev/guide/system/index.html b/dev/guide/system/index.html
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class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li class="is-active"><a class="tocitem" href>System</a><ul class="internal"><li><a class="tocitem" href="#Creating-a-System"><span>Creating a System</span></a></li><li><a class="tocitem" href="#Mixin"><span>Mixin</span></a></li><li><a class="tocitem" href="#Context"><span>Context</span></a></li><li><a class="tocitem" href="#Controller"><span>Controller</span></a></li><li><a class="tocitem" href="#Calendar"><span>Calendar</span></a></li></ul></li><li><a class="tocitem" href="../variable/">Variable</a></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>System</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>System</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/system.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="system"><a class="docs-heading-anchor" href="#system">System</a><a id="system-1"></a><a class="docs-heading-anchor-permalink" href="#system" title="Permalink"></a></h1><p>In Cropbox, a system is a unit of model component that contains a collection of variables. The framework guarantees that the most current state of a variable is accessible by another variable that depends on said variable, provided that they are within the same system. To ensure a correct propagation of variable states, the system must have a linear order of computation that satisfies all the requirements for dependency imposed by variable declarations. Any inconsistency caused by a cyclic dependency between variables stops code generation and results in an error. This is intentional, as we want to avoid such logical errors from going through unnoticed. </p><p>Once a system is defined, its structure is fixed and variables cannot be added or removed. The variables themselves, however, can still be updated throughout time steps. Variables declared in another system can be also accessed if the entire system holding dependent variables has already been updated. This is done by declaring an external system as a member of another system.</p><h2 id="Creating-a-System"><a class="docs-heading-anchor" href="#Creating-a-System">Creating a System</a><a id="Creating-a-System-1"></a><a class="docs-heading-anchor-permalink" href="#Creating-a-System" title="Permalink"></a></h2><p>A system in Cropbox is created through the Cropbox-specific macro, <code>@system</code>.</p><pre><code class="nohighlight hljs">@system name[{patches..}][(mixins..)] [&lt;: type] [decl] -&gt; Type{&lt;:System}</code></pre><p><code>@system</code> declares a new system called <code>name</code>, with new variables declared in <code>decl</code> block using a custom syntax. <code>mixins</code> allow specifications of existing systems to be used for the new system. <code>patches</code> may provide type substitution and/or constant definition needed for advanced use. </p><p><strong>Example</strong></p><p>Here is an example of what a simple system may look like.</p><pre><code class="nohighlight hljs">@system begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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href="#Controller"><span>Controller</span></a></li><li><a class="tocitem" href="#Calendar"><span>Calendar</span></a></li></ul></li><li><a class="tocitem" href="../variable/">Variable</a></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>System</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>System</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/system.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="system"><a class="docs-heading-anchor" href="#system">System</a><a id="system-1"></a><a class="docs-heading-anchor-permalink" href="#system" title="Permalink"></a></h1><p>In Cropbox, a system is a unit of model component that contains a collection of variables. The framework guarantees that the most current state of a variable is accessible by another variable that depends on said variable, provided that they are within the same system. To ensure a correct propagation of variable states, the system must have a linear order of computation that satisfies all the requirements for dependency imposed by variable declarations. Any inconsistency caused by a cyclic dependency between variables stops code generation and results in an error. This is intentional, as we want to avoid such logical errors from going through unnoticed. </p><p>Once a system is defined, its structure is fixed and variables cannot be added or removed. The variables themselves, however, can still be updated throughout time steps. Variables declared in another system can be also accessed if the entire system holding dependent variables has already been updated. This is done by declaring an external system as a member of another system.</p><h2 id="Creating-a-System"><a class="docs-heading-anchor" href="#Creating-a-System">Creating a System</a><a id="Creating-a-System-1"></a><a class="docs-heading-anchor-permalink" href="#Creating-a-System" title="Permalink"></a></h2><p>A system in Cropbox is created through the Cropbox-specific macro, <code>@system</code>.</p><pre><code class="nohighlight hljs">@system name[{patches..}][(mixins..)] [&lt;: type] [decl] -&gt; Type{&lt;:System}</code></pre><p><code>@system</code> declares a new system called <code>name</code>, with new variables declared in <code>decl</code> block using a custom syntax. <code>mixins</code> allow specifications of existing systems to be used for the new system. <code>patches</code> may provide type substitution and/or constant definition needed for advanced use. </p><p><strong>Example</strong></p><p>Here is an example of what a simple system may look like.</p><pre><code class="nohighlight hljs">@system begin
     i =&gt; 1 ~ preserve
     a =&gt; 0.1 ~ preserve(parameter)
     r(a, x) =&gt; a*x ~ track
@@ -66,4 +66,4 @@
             (last - init) / step
         end
     end ~ preserve::int(round, optional)
-end</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../tutorials/usingamodel/">« Using an existing model</a><a class="docs-footer-nextpage" href="../variable/">Variable »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+end</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../tutorials/usingamodel/">« Using an existing model</a><a class="docs-footer-nextpage" href="../variable/">Variable »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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@@ -1,9 +1,9 @@
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Declaration</span></a></li><li><a class="tocitem" href="#Variable-States"><span>Variable States</span></a></li><li><a class="tocitem" href="#Variable-Tags"><span>Variable Tags</span></a></li></ul></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Variable</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Variable</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/variable.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="variable"><a class="docs-heading-anchor" href="#variable">Variable</a><a id="variable-1"></a><a class="docs-heading-anchor-permalink" href="#variable" title="Permalink"></a></h1><p>In Cropbox, a variable is defined as a unit element of modeling that denotes a value determined by a specific operation relying on other variables. Each variable represents a field within the system struct defined by the <code>@system</code> macro.</p><h2 id="Variable-Declaration"><a class="docs-heading-anchor" href="#Variable-Declaration">Variable Declaration</a><a id="Variable-Declaration-1"></a><a class="docs-heading-anchor-permalink" href="#Variable-Declaration" title="Permalink"></a></h2><p>Variables are declared when a system is declared with the <code>@system</code> macro. <code>@system</code> macro accepts lines of variable declaration specified by its own syntax. They are loosely based on Julia syntax sharing common expressions and operators, but have distinct semantics as explained below.</p><p><code>name[(args..; kwargs..)][: alias] [=&gt; body] ~ [state][::type][(tags..)]</code></p><ul><li><code>name</code>: variable name (usually short abbreviation)</li><li><code>args</code>: automatically bound depending variables</li><li><code>kwargs</code>: custom bound depending variables (only for <em>call</em> now)</li><li><code>alias</code>: alternative name (long description)</li><li><code>body</code>: code snippet (state/type specific, <code>begin .. end</code> block for multiple lines)</li><li><code>state</code>: verb indicating kind of state (empty if not <code>State</code>-based)</li><li><code>type</code>: internal type (<em>i.e.</em> <code>Float64</code> by default for most <code>State</code> variable)</li><li><code>tags</code>: variable specific options (<em>i.e.</em> unit, min/max, etc.)</li></ul><p><strong>Example</strong></p><p>Here is an example of a system declaration where all three variables are valid declarations:</p><pre><code class="language-julia hljs">@system S begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../system/">System</a></li><li class="is-active"><a class="tocitem" href>Variable</a><ul class="internal"><li><a class="tocitem" href="#Variable-Declaration"><span>Variable Declaration</span></a></li><li><a class="tocitem" href="#Variable-States"><span>Variable States</span></a></li><li><a class="tocitem" href="#Variable-Tags"><span>Variable Tags</span></a></li></ul></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Variable</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Variable</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/variable.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="variable"><a class="docs-heading-anchor" href="#variable">Variable</a><a id="variable-1"></a><a class="docs-heading-anchor-permalink" href="#variable" title="Permalink"></a></h1><p>In Cropbox, a variable is defined as a unit element of modeling that denotes a value determined by a specific operation relying on other variables. Each variable represents a field within the system struct defined by the <code>@system</code> macro.</p><h2 id="Variable-Declaration"><a class="docs-heading-anchor" href="#Variable-Declaration">Variable Declaration</a><a id="Variable-Declaration-1"></a><a class="docs-heading-anchor-permalink" href="#Variable-Declaration" title="Permalink"></a></h2><p>Variables are declared when a system is declared with the <code>@system</code> macro. <code>@system</code> macro accepts lines of variable declaration specified by its own syntax. They are loosely based on Julia syntax sharing common expressions and operators, but have distinct semantics as explained below.</p><p><code>name[(args..; kwargs..)][: alias] [=&gt; body] ~ [state][::type][(tags..)]</code></p><ul><li><code>name</code>: variable name (usually short abbreviation)</li><li><code>args</code>: automatically bound depending variables</li><li><code>kwargs</code>: custom bound depending variables (only for <em>call</em> now)</li><li><code>alias</code>: alternative name (long description)</li><li><code>body</code>: code snippet (state/type specific, <code>begin .. end</code> block for multiple lines)</li><li><code>state</code>: verb indicating kind of state (empty if not <code>State</code>-based)</li><li><code>type</code>: internal type (<em>i.e.</em> <code>Float64</code> by default for most <code>State</code> variable)</li><li><code>tags</code>: variable specific options (<em>i.e.</em> unit, min/max, etc.)</li></ul><p><strong>Example</strong></p><p>Here is an example of a system declaration where all three variables are valid declarations:</p><pre><code class="language-julia hljs">@system S begin
     a: variable_a ~ advance
     b(a) =&gt; a^2 ~ track
     c =&gt; true ~ ::Bool
@@ -68,9 +68,9 @@
     a =&gt; DataFrame(&quot;index (hr)&quot; =&gt; 0:2, &quot;value (m)&quot; =&gt; 0:10:20) ~ provide
 end
 
-instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">3×2 DataFrame
- Row │ index      value
-     │ Quantity…  Quantity…
+instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr1">3×2 DataFrame</span>
+<span class="sgr1"> Row </span>│<span class="sgr1"> index      value     </span>
+     │<span class="sgr90"> Quantity…  Quantity… </span>
 ─────┼──────────────────────
    1 │      0 hr        0 m
    2 │      1 hr       10 m
@@ -228,15 +228,15 @@
 </table><p><br/></p><h2 id="Variable-Tags"><a class="docs-heading-anchor" href="#Variable-Tags">Variable Tags</a><a id="Variable-Tags-1"></a><a class="docs-heading-anchor-permalink" href="#Variable-Tags" title="Permalink"></a></h2><p>Most variable states have tags in the form of <code>(tag)</code> for tag-specific behaviors. Available tags vary between variable states. Some tags are shared by multiple variable states while some tags are exclusive to certain variable states.</p><h3 id="autounit"><a class="docs-heading-anchor" href="#autounit"><code>autounit</code></a><a id="autounit-1"></a><a class="docs-heading-anchor-permalink" href="#autounit" title="Permalink"></a></h3><p>Allows <code>provide</code> variables to automatically assign units to variables depending on column headers of the DataFrame. By default, <code>autounit</code> is <code>true</code> and only needs to be specified when <code>false</code>.</p><p>Used by: <a href="#provide"><code>provide</code></a></p><p><strong>Example</strong></p><pre><code class="language-julia hljs">@system S(Controller) begin
     a =&gt; DataFrame(&quot;index&quot; =&gt; (0:2)u&quot;hr&quot;, &quot;value (m)&quot; =&gt; 0:10:20) ~ provide
     b =&gt; DataFrame(&quot;index&quot; =&gt; (0:2)u&quot;hr&quot;, &quot;value (m)&quot; =&gt; 0:10:20) ~ provide(autounit=false)
-end</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Main.S</code></pre><pre><code class="language-julia hljs">instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">3×2 DataFrame
- Row │ index      value
-     │ Quantity…  Quantity…
+end</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Main.S</code></pre><pre><code class="language-julia hljs">instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr1">3×2 DataFrame</span>
+<span class="sgr1"> Row </span>│<span class="sgr1"> index      value     </span>
+     │<span class="sgr90"> Quantity…  Quantity… </span>
 ─────┼──────────────────────
    1 │      0 hr        0 m
    2 │      1 hr       10 m
-   3 │      2 hr       20 m</code></pre><pre><code class="language-julia hljs">instance(S).b</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">3×2 DataFrame
- Row │ index      value (m)
-     │ Quantity…  Int64
+   3 │      2 hr       20 m</code></pre><pre><code class="language-julia hljs">instance(S).b</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr1">3×2 DataFrame</span>
+<span class="sgr1"> Row </span>│<span class="sgr1"> index      value (m) </span>
+     │<span class="sgr90"> Quantity…  Int64     </span>
 ─────┼──────────────────────
    1 │      0 hr          0
    2 │      1 hr         10
@@ -256,7 +256,7 @@
     ] ~ tabulate(rows=(:A, :B, :C, :D), columns=(:a, :b))
 end
 
-instance(S).T</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">   │ a    b
+instance(S).T</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr1">   </span>│<span class="sgr1"> a    b   </span>
 ───┼──────────
  A │ 0.0  4.0
  B │ 1.0  5.0
@@ -511,9 +511,9 @@
     a =&gt; DataFrame(&quot;index (hr)&quot; =&gt; 0:4, &quot;value (m)&quot; =&gt; 0:10:40) ~ provide(step=2u&quot;hr&quot;)
 end
 
-instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">3×2 DataFrame
- Row │ index      value
-     │ Quantity…  Quantity…
+instance(S).a</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr1">3×2 DataFrame</span>
+<span class="sgr1"> Row </span>│<span class="sgr1"> index      value     </span>
+     │<span class="sgr90"> Quantity…  Quantity… </span>
 ─────┼──────────────────────
    1 │      0 hr        0 m
    2 │      2 hr       20 m
@@ -589,4 +589,4 @@
     b(a) =&gt; a ~ track(when=flag)
 end
 
-simulate(S; stop=3u&quot;hr&quot;)</code></pre><div><div style = "float: left;"><span>4×4 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">a</th><th style = "text-align: left;">flag</th><th style = "text-align: left;">b</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Bool" style = "text-align: left;">Bool</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">0.0</td><td style = "text-align: right;">false</td><td style = "text-align: right;">0.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">false</td><td style = "text-align: right;">0.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">2.0</td><td style = "text-align: right;">true</td><td style = "text-align: right;">2.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">3.0</td><td style = "text-align: right;">true</td><td style = "text-align: right;">3.0</td></tr></tbody></table></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../system/">« System</a><a class="docs-footer-nextpage" href="../configuration/">Configuration »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+simulate(S; stop=3u&quot;hr&quot;)</code></pre><div><div style = "float: left;"><span>4×4 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">a</th><th style = "text-align: left;">flag</th><th style = "text-align: left;">b</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Bool" style = "text-align: left;">Bool</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">0.0</td><td style = "text-align: right;">false</td><td style = "text-align: right;">0.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">false</td><td style = "text-align: right;">0.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">2.0</td><td style = "text-align: right;">true</td><td style = "text-align: right;">2.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">3.0</td><td style = "text-align: right;">true</td><td style = "text-align: right;">3.0</td></tr></tbody></table></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../system/">« System</a><a class="docs-footer-nextpage" href="../configuration/">Configuration »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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diff --git a/dev/guide/visualization/index.html b/dev/guide/visualization/index.html
index 030d383a..ad855b42 100644
--- a/dev/guide/visualization/index.html
+++ b/dev/guide/visualization/index.html
@@ -1,588 +1,12 @@
 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Visualization · Cropbox.jl</title><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
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href="../simulation/">Simulation</a></li><li class="is-active"><a class="tocitem" href>Visualization</a><ul class="internal"><li><a class="tocitem" href="#plot"><span><code>plot()</code></span></a></li><li><a class="tocitem" href="#visualize"><span><code>visualize()</code></span></a></li><li><a class="tocitem" href="#manipulate"><span><code>manipulate()</code></span></a></li></ul></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Visualization</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Visualization</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/visualization.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h1><p>There are three main functions in Cropbox used for visualization. For information regarding syntax, please check the <a href="../../reference/visualization/#Visualization1">reference</a>.</p><ul><li><a href="#plot"><code>plot()</code></a></li><li><a href="#visualize"><code>visualize()</code></a></li><li><a href="#manipulate"><code>manipulate()</code></a></li></ul><h2 id="plot"><a class="docs-heading-anchor" href="#plot"><code>plot()</code></a><a id="plot-1"></a><a class="docs-heading-anchor-permalink" href="#plot" title="Permalink"></a></h2><p>The <code>plot()</code> function is used to plot two-dimensional graphs.</p><p><strong>Two Vectors</strong></p><p>Let&#39;s start by making a simple plot by using two vectors of discrete values.</p><pre><code class="language-julia hljs">x = [1, 2, 3, 4, 5]
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../search_index.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../system/">System</a></li><li><a class="tocitem" href="../variable/">Variable</a></li><li><a class="tocitem" href="../configuration/">Configuration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li class="is-active"><a class="tocitem" href>Visualization</a><ul class="internal"><li><a class="tocitem" href="#plot"><span><code>plot()</code></span></a></li><li><a class="tocitem" href="#visualize"><span><code>visualize()</code></span></a></li><li><a class="tocitem" href="#manipulate"><span><code>manipulate()</code></span></a></li></ul></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Manual</a></li><li class="is-active"><a href>Visualization</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Visualization</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/guide/visualization.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h1><p>There are three main functions in Cropbox used for visualization. For information regarding syntax, please check the <a href="../../reference/visualization/#Visualization1">reference</a>.</p><ul><li><a href="#plot"><code>plot()</code></a></li><li><a href="#visualize"><code>visualize()</code></a></li><li><a href="#manipulate"><code>manipulate()</code></a></li></ul><h2 id="plot"><a class="docs-heading-anchor" href="#plot"><code>plot()</code></a><a id="plot-1"></a><a class="docs-heading-anchor-permalink" href="#plot" title="Permalink"></a></h2><p>The <code>plot()</code> function is used to plot two-dimensional graphs.</p><p><strong>Two Vectors</strong></p><p>Let&#39;s start by making a simple plot by using two vectors of discrete values.</p><pre><code class="language-julia hljs">x = [1, 2, 3, 4, 5]
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+plot(x, y)</code></pre><img src="2f53c22e.svg" alt="Example block output"/><p><br/> <strong>Multiple Vectors</strong></p><p>You can also plot multiple series, by using a vector of vectors.</p><pre><code class="language-julia hljs">plot(x, [x, y])</code></pre><img src="557e08df.svg" alt="Example block output"/><p><br/> <strong>DataFrame</strong></p><p>We can also make a plot using a DataFrame and its columns. Recall that the <code>simulate()</code> function provides a DataFrame.</p><pre><code class="language-julia hljs">@system S(Controller) begin
     x ~ advance
     y1(x) =&gt; 2x ~ track
     y2(x) =&gt; x^2 ~ track
@@ -590,1084 +14,14 @@
 
 df = simulate(S; stop=10)
 
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+p = plot(df, :x, [:y1, :y2])</code></pre><img src="1301df81.svg" alt="Example block output"/><h3 id="plot!()"><a class="docs-heading-anchor" href="#plot!()"><code>plot!()</code></a><a id="plot!()-1"></a><a class="docs-heading-anchor-permalink" href="#plot!()" title="Permalink"></a></h3><p><code>plot!()</code> is an extension of the <code>plot()</code> function used to update an existing <code>Plot</code> object <code>p</code> by appending a new graph made with <code>plot()</code></p><p><strong>Example</strong></p><pre><code class="language-julia hljs">@system S(Controller) begin
     x ~ advance
     y3(x) =&gt; 3x ~ track
 end
 
 df = simulate(S; stop=10)
 
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+plot!(p, df, :x, :y3)</code></pre><img src="c707583e.svg" alt="Example block output"/><h2 id="visualize"><a class="docs-heading-anchor" href="#visualize"><code>visualize()</code></a><a id="visualize-1"></a><a class="docs-heading-anchor-permalink" href="#visualize" title="Permalink"></a></h2><p>The <code>visualize()</code> function is used to make a plot from an output collected by running simulations. It is essentially identical to running the <code>plot()</code> function with a DataFrame from the <code>simulate()</code> function, and can be seen as a convenient function to run both <code>plot()</code> and <code>simulate()</code> together.</p><p><strong>Example</strong></p><pre><code class="language-julia hljs">@system S(Controller) begin
     x ~ advance
     y1(x) =&gt; 2x ~ track
     y2(x) =&gt; x^2 ~ track
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+<h2 id="manipulate"><a class="docs-heading-anchor" href="#manipulate"><code>manipulate()</code></a><a id="manipulate-1"></a><a class="docs-heading-anchor-permalink" href="#manipulate" title="Permalink"></a></h2><p>The <code>manipulate</code> function has two different <a href="https://docs.julialang.org/en/v1/manual/methods/">methods</a> for creating an interactive plot.</p><pre><code class="nohighlight hljs">manipulate(f::Function; parameters, config=())</code></pre><p>Create an interactive plot updated by callback f. Only works in Jupyter Notebook.</p><pre><code class="nohighlight hljs">manipulate(args...; parameters, kwargs...)</code></pre><p>Create an interactive plot by calling manipulate with visualize as a callback.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../simulation/">« Simulation</a><a class="docs-footer-nextpage" href="../inspection/">Inspection »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/index.html b/dev/index.html
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 <!DOCTYPE html>
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docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li class="is-active"><a class="tocitem" href>Cropbox</a><ul class="internal"><li><a class="tocitem" href="#What-is-Cropbox?"><span>What is Cropbox?</span></a></li><li><a class="tocitem" href="#Getting-started"><span>Getting started</span></a></li><li><a class="tocitem" href="#Citation"><span>Citation</span></a></li></ul></li><li><a class="tocitem" href="installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="guide/system/">System</a></li><li><a class="tocitem" href="guide/variable/">Variable</a></li><li><a class="tocitem" href="guide/configuration/">Configuration</a></li><li><a class="tocitem" href="guide/simulation/">Simulation</a></li><li><a class="tocitem" href="guide/visualization/">Visualization</a></li><li><a class="tocitem" href="guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="reference/">Index</a></li><li><a class="tocitem" href="reference/declaration/">Declaration</a></li><li><a class="tocitem" href="reference/simulation/">Simulation</a></li><li><a class="tocitem" href="reference/visualization/">Visualization</a></li><li><a class="tocitem" href="reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Introduction</a></li><li class="is-active"><a href>Cropbox</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Cropbox</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/index.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Cropbox"><a class="docs-heading-anchor" href="#Cropbox">Cropbox</a><a id="Cropbox-1"></a><a class="docs-heading-anchor-permalink" href="#Cropbox" title="Permalink"></a></h1><h2 id="What-is-Cropbox?"><a class="docs-heading-anchor" href="#What-is-Cropbox?">What is Cropbox?</a><a id="What-is-Cropbox?-1"></a><a class="docs-heading-anchor-permalink" href="#What-is-Cropbox?" title="Permalink"></a></h2><p>Cropbox is a declarative modeling framework specifically designed for developing crop models. The goal is to let crop modelers focus on <em>what</em> the model should look like rather than <em>how</em> the model is technically implemented under the hood.</p><h2 id="Getting-started"><a class="docs-heading-anchor" href="#Getting-started">Getting started</a><a id="Getting-started-1"></a><a class="docs-heading-anchor-permalink" href="#Getting-started" title="Permalink"></a></h2><ul><li>Read the <a href="installation/#Installation">Installation</a>.</li><li>Read the <a href="tutorials/julia/#Julia">Tutorials</a>.</li><li>Read the <a href="@ref System">Manual</a>.</li><li>Check out the <a href="https://github.com/cropbox/cropbox-tutorial-KSAFM2020">Cropbox Tutorial</a> presented at the <a href="http://www.ksafm.org/en/">KSAFM</a> 2020 Workshop</li><li>Check out the course material for <a href="https://github.com/uwkimlab/plant_modeling">SEFS 508</a>, a plant modeling course at the University of Washington.</li><li>Check out the <a href="gallery/#Gallery">Gallery</a> to see what others have done with the Cropbox framework.</li></ul><h2 id="Citation"><a class="docs-heading-anchor" href="#Citation">Citation</a><a id="Citation-1"></a><a class="docs-heading-anchor-permalink" href="#Citation" title="Permalink"></a></h2><p>When using Cropbox in your work, please cite the following paper:</p><pre><code class="nohighlight hljs">Yun K, Kim S-H (2023) Cropbox: a declarative crop modelling framework. in silico Plants 5(1), diac021 (https://doi.org/10.1093/insilicoplants/diac021)</code></pre></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="installation/">Installation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+</script><script data-outdated-warner src="assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><script 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class="is-active"><a class="tocitem" href>Cropbox</a><ul class="internal"><li><a class="tocitem" href="#What-is-Cropbox?"><span>What is Cropbox?</span></a></li><li><a class="tocitem" href="#Getting-started"><span>Getting started</span></a></li><li><a class="tocitem" href="#Citation"><span>Citation</span></a></li></ul></li><li><a class="tocitem" href="installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="guide/system/">System</a></li><li><a class="tocitem" href="guide/variable/">Variable</a></li><li><a class="tocitem" href="guide/configuration/">Configuration</a></li><li><a class="tocitem" href="guide/simulation/">Simulation</a></li><li><a class="tocitem" href="guide/visualization/">Visualization</a></li><li><a class="tocitem" href="guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="reference/">Index</a></li><li><a class="tocitem" href="reference/declaration/">Declaration</a></li><li><a class="tocitem" href="reference/simulation/">Simulation</a></li><li><a class="tocitem" href="reference/visualization/">Visualization</a></li><li><a class="tocitem" href="reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div 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docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Cropbox"><a class="docs-heading-anchor" href="#Cropbox">Cropbox</a><a id="Cropbox-1"></a><a class="docs-heading-anchor-permalink" href="#Cropbox" title="Permalink"></a></h1><h2 id="What-is-Cropbox?"><a class="docs-heading-anchor" href="#What-is-Cropbox?">What is Cropbox?</a><a id="What-is-Cropbox?-1"></a><a class="docs-heading-anchor-permalink" href="#What-is-Cropbox?" title="Permalink"></a></h2><p>Cropbox is a declarative modeling framework specifically designed for developing crop models. The goal is to let crop modelers focus on <em>what</em> the model should look like rather than <em>how</em> the model is technically implemented under the hood.</p><h2 id="Getting-started"><a class="docs-heading-anchor" href="#Getting-started">Getting started</a><a id="Getting-started-1"></a><a class="docs-heading-anchor-permalink" href="#Getting-started" title="Permalink"></a></h2><ul><li>Read the <a href="installation/#Installation">Installation</a>.</li><li>Read the <a href="tutorials/julia/#Julia">Tutorials</a>.</li><li>Read the <a href="guide/system/#system">Manual</a>.</li><li>Check out the <a href="https://github.com/cropbox/cropbox-tutorial-KSAFM2020">Cropbox Tutorial</a> presented at the <a href="http://www.ksafm.org/en/">KSAFM</a> 2020 Workshop</li><li>Check out the course material for <a href="https://github.com/uwkimlab/plant_modeling">SEFS 508</a>, a plant modeling course at the University of Washington.</li><li>Check out the <a href="gallery/#Gallery">Gallery</a> to see what others have done with the Cropbox framework.</li></ul><h2 id="Citation"><a class="docs-heading-anchor" href="#Citation">Citation</a><a id="Citation-1"></a><a class="docs-heading-anchor-permalink" href="#Citation" title="Permalink"></a></h2><p>When using Cropbox in your work, please cite the following paper:</p><pre><code class="nohighlight hljs">Yun K, Kim S-H (2023) Cropbox: a declarative crop modelling framework. in silico Plants 5(1), diac021 (https://doi.org/10.1093/insilicoplants/diac021)</code></pre></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="installation/">Installation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../">Cropbox</a></li><li class="is-active"><a class="tocitem" href>Installation</a><ul class="internal"><li><a class="tocitem" href="#Installing-Julia"><span>Installing Julia</span></a></li><li><a class="tocitem" href="#Using-JupyterLab"><span>Using JupyterLab</span></a></li><li><a class="tocitem" href="#Installing-Cropbox"><span>Installing Cropbox</span></a></li><li><a class="tocitem" href="#Using-Docker"><span>Using Docker</span></a></li><li><a class="tocitem" href="#Using-Binder"><span>Using Binder</span></a></li></ul></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../guide/system/">System</a></li><li><a class="tocitem" href="../guide/variable/">Variable</a></li><li><a class="tocitem" href="../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../reference/">Index</a></li><li><a class="tocitem" href="../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Introduction</a></li><li class="is-active"><a href>Installation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Installation</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/installation.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Installation"><a class="docs-heading-anchor" href="#Installation">Installation</a><a id="Installation-1"></a><a class="docs-heading-anchor-permalink" href="#Installation" title="Permalink"></a></h1><h2 id="Installing-Julia"><a class="docs-heading-anchor" href="#Installing-Julia">Installing Julia</a><a id="Installing-Julia-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Julia" title="Permalink"></a></h2><p>Cropbox is a domain-specific language (DSL) for <a href="https://julialang.org">Julia</a>. To use Cropbox, you must first <a href="https://julialang.org/downloads/">download and install</a> Julia. For new users, it is recommended to install the &quot;Current stable release&quot; for Julia. In general, you will want to install the 64-bit version. If you run into an issue installing the 64-bit version, you can try the 32-bit version. During installation, select &quot;Add Julia to PATH&quot;. You can also add Julia to PATH after installation using the terminal.</p><pre><code class="language-shell hljs">export PATH=&quot;$PATH:/path/to/&lt;Julia directory&gt;/bin&quot;</code></pre><p>For more detailed platform-specific instructions, you can check the <a href="https://julialang.org/downloads/platform/">official Julia instructions</a>.</p><p>Once Julia is added to PATH, the interactive REPL can be started by double-clicking the Julia executable or running <code>julia</code> from the command line. </p><h2 id="Using-JupyterLab"><a class="docs-heading-anchor" href="#Using-JupyterLab">Using JupyterLab</a><a id="Using-JupyterLab-1"></a><a class="docs-heading-anchor-permalink" href="#Using-JupyterLab" title="Permalink"></a></h2><p>While you can technically use the terminal or command prompt to run your code, it may be convenient to use an integrated development environment (IDE) or an interactive platform like <a href="https://jupyter.org/install">JupyterLab</a>. To add the Julia kernel to Jupyter, launch the REPL and add the IJulia package. </p><pre><code class="language-julia hljs">using Pkg
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class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../">Cropbox</a></li><li class="is-active"><a class="tocitem" href>Installation</a><ul class="internal"><li><a class="tocitem" href="#Installing-Julia"><span>Installing Julia</span></a></li><li><a class="tocitem" href="#Using-JupyterLab"><span>Using JupyterLab</span></a></li><li><a class="tocitem" href="#Installing-Cropbox"><span>Installing Cropbox</span></a></li><li><a class="tocitem" href="#Using-Docker"><span>Using Docker</span></a></li><li><a class="tocitem" href="#Using-Binder"><span>Using Binder</span></a></li></ul></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../guide/system/">System</a></li><li><a class="tocitem" href="../guide/variable/">Variable</a></li><li><a class="tocitem" href="../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../reference/">Index</a></li><li><a class="tocitem" href="../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Introduction</a></li><li class="is-active"><a href>Installation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Installation</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/installation.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Installation"><a class="docs-heading-anchor" href="#Installation">Installation</a><a id="Installation-1"></a><a class="docs-heading-anchor-permalink" href="#Installation" title="Permalink"></a></h1><h2 id="Installing-Julia"><a class="docs-heading-anchor" href="#Installing-Julia">Installing Julia</a><a id="Installing-Julia-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Julia" title="Permalink"></a></h2><p>Cropbox is a domain-specific language (DSL) for <a href="https://julialang.org">Julia</a>. To use Cropbox, you must first <a href="https://julialang.org/downloads/">download and install</a> Julia. For new users, it is recommended to install the &quot;Current stable release&quot; for Julia. In general, you will want to install the 64-bit version. If you run into an issue installing the 64-bit version, you can try the 32-bit version. During installation, select &quot;Add Julia to PATH&quot;. You can also add Julia to PATH after installation using the terminal.</p><pre><code class="language-shell hljs">export PATH=&quot;$PATH:/path/to/&lt;Julia directory&gt;/bin&quot;</code></pre><p>For more detailed platform-specific instructions, you can check the <a href="https://julialang.org/downloads/platform/">official Julia instructions</a>.</p><p>Once Julia is added to PATH, the interactive REPL can be started by double-clicking the Julia executable or running <code>julia</code> from the command line. </p><h2 id="Using-JupyterLab"><a class="docs-heading-anchor" href="#Using-JupyterLab">Using JupyterLab</a><a id="Using-JupyterLab-1"></a><a class="docs-heading-anchor-permalink" href="#Using-JupyterLab" title="Permalink"></a></h2><p>While you can technically use the terminal or command prompt to run your code, it may be convenient to use an integrated development environment (IDE) or an interactive platform like <a href="https://jupyter.org/install">JupyterLab</a>. To add the Julia kernel to Jupyter, launch the REPL and add the IJulia package. </p><pre><code class="language-julia hljs">using Pkg
 Pkg.add(&quot;IJulia&quot;)</code></pre><p>When you launch Jupyter, you should now be able to select a Julia kernel to run your notebook. </p><h2 id="Installing-Cropbox"><a class="docs-heading-anchor" href="#Installing-Cropbox">Installing Cropbox</a><a id="Installing-Cropbox-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Cropbox" title="Permalink"></a></h2><p><a href="https://github.com/cropbox/Cropbox.jl">Cropbox.jl</a> is available through Julia package manager and can be installed using the Julia REPL.</p><pre><code class="language-julia hljs">using Pkg
 Pkg.add(&quot;Cropbox&quot;)</code></pre><h2 id="Using-Docker"><a class="docs-heading-anchor" href="#Using-Docker">Using Docker</a><a id="Using-Docker-1"></a><a class="docs-heading-anchor-permalink" href="#Using-Docker" title="Permalink"></a></h2><p>If you would like to skip the process of installing Julia and Cropbox on your machine, there is a <a href="https://hub.docker.com/repository/docker/cropbox/cropbox">Docker image</a> with Cropbox precompiled for convenience. Install <a href="https://www.docker.com/products/docker-desktop/">Docker Desktop</a> on your machine by following the instructions on the website and run the following command in the terminal or command prompt. </p><pre><code class="language-shell hljs">$ docker run -it --rm -p 8888:8888 cropbox/cropbox</code></pre><p>By default, this will launch a JupyterLab session that you can access by opening the printed URL in your browser. </p><p>If REPL is preferred, you can directly launch an instance of Julia session.</p><pre><code class="language-shell hljs">docker run -it --rm cropbox/cropbox julia
                _
@@ -15,4 +15,4 @@
  _/ |\__&#39;_|_|_|\__&#39;_|  |  Official https://julialang.org/ release
 |__/                   |
 
-julia&gt;</code></pre><h2 id="Using-Binder"><a class="docs-heading-anchor" href="#Using-Binder">Using Binder</a><a id="Using-Binder-1"></a><a class="docs-heading-anchor-permalink" href="#Using-Binder" title="Permalink"></a></h2><p>The docker image can be also launched via Binder without installing anything locally. This method is the least recommended due to its timeout duration.</p><p><a href="https://mybinder.org/v2/gh/cropbox/cropbox-binder/main"><img src="https://mybinder.org/badge_logo.svg" alt="Binder"/></a></p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Cropbox</a><a class="docs-footer-nextpage" href="../tutorials/julia/">Getting started with Julia »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+julia&gt;</code></pre><h2 id="Using-Binder"><a class="docs-heading-anchor" href="#Using-Binder">Using Binder</a><a id="Using-Binder-1"></a><a class="docs-heading-anchor-permalink" href="#Using-Binder" title="Permalink"></a></h2><p>The docker image can be also launched via Binder without installing anything locally. This method is the least recommended due to its timeout duration.</p><p><a href="https://mybinder.org/v2/gh/cropbox/cropbox-binder/main"><img src="https://mybinder.org/badge_logo.svg" alt="Binder"/></a></p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Cropbox</a><a class="docs-footer-nextpage" href="../tutorials/julia/">Getting started with Julia »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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id="Declaration-1"></a><a class="docs-heading-anchor-permalink" href="#Declaration" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-binding" id="Cropbox.@system" href="#Cropbox.@system"><code>Cropbox.@system</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@system name[{patches..}][(mixins..)] [&lt;: type] [decl] -&gt; Type{&lt;:System}</code></pre><p>Declare a new system called <code>name</code> with new variables declared in <code>decl</code> block using a custom syntax. The resultant system is subtype of <code>System</code> or a custom <code>type</code>. <code>mixins</code> allows reusing specification of existing systems to be pasted into the declaration of new system. <code>patches</code> may provide type substitution and/or constant definition needed for advanced use.</p><p><strong>Variable</strong></p><pre><code class="nohighlight hljs">name[(args..; kwargs..)][: alias] [=&gt; expr] [~ [state][::type|&lt;:type][(tags..)]]</code></pre><ul><li><code>name</code>: variable name; usually short abbreviation.</li><li><code>args</code>: automatically bound depending variables</li><li><code>kwargs</code>: custom bound depending variables; used by <code>call</code> and <code>integrate</code>.</li><li><code>alias</code>: alternative name; long description.</li><li><code>expr</code>: state-specific code snippet; use begin-end block for multiple statements.</li><li><code>type</code>: internal data type; default is Float64 for many, but not all, variables.</li><li><code>tags</code>: state-specific options; <code>unit</code>, <code>min</code>/<code>max</code>, etc.</li></ul><p><strong>States</strong></p><ul><li><code>hold</code>: marks a placeholder for variable shared between mixins.</li><li><code>wrap</code>: passes a state variable to other fucnction as is with no unwrapping its value.</li><li><code>advance</code>: manages a time-keeping variable; <code>time</code> and <code>tick</code> from <code>Clock</code>.</li><li><code>preserve</code>: keeps initially assigned value with no further updates; constants, parameters.</li><li><code>tabulate</code>: makes a two dimensional table with named keys; <em>i.e.</em> partitioning table.</li><li><code>interpolate</code>: makes a curve function interpolated with discrete values; <em>i.e.</em> soil characteristic curve.</li><li><code>track</code>: evaluates variable expression as is for each update.</li><li><code>remember</code>: keeps tracking variable until a certain condition is met; essentially <code>track</code> turning into <code>preserve</code>.</li><li><code>provide</code>: manages a table of time-series in DataFrame.</li><li><code>drive</code>: fetches the current value from a time-series; maybe supplied by <code>provide</code>.</li><li><code>call</code>: defines a partial function bound with some variables.</li><li><code>integrate</code>: calculates integral using Gaussian method; not for time domain.</li><li><code>accumulate</code>: emulates integration of rate variable over time; essentially Euler method.</li><li><code>capture</code>: calculates difference between integration for each time step.</li><li><code>flag</code>: sets a boolean flag; essentially <code>track::Bool</code>.</li><li><code>produce</code>: attaches a new instance of system dynamically constructed; <em>i.e.</em> root structure growth.</li><li><code>bisect</code>: solves nonlinear equation using bisection method; <em>i.e.</em> gas-exchange model coupling.</li><li><code>solve</code>: solves polynomial equation symbolically; <em>i.e.</em> quadratic equations in photosynthesis model.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Reference</a></li><li class="is-active"><a href>Declaration</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Declaration</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/reference/declaration.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Declaration"><a class="docs-heading-anchor" href="#Declaration">Declaration</a><a id="Declaration-1"></a><a class="docs-heading-anchor-permalink" href="#Declaration" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.@system" href="#Cropbox.@system"><code>Cropbox.@system</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@system name[{patches..}][(mixins..)] [&lt;: type] [decl] -&gt; Type{&lt;:System}</code></pre><p>Declare a new system called <code>name</code> with new variables declared in <code>decl</code> block using a custom syntax. The resultant system is subtype of <code>System</code> or a custom <code>type</code>. <code>mixins</code> allows reusing specification of existing systems to be pasted into the declaration of new system. <code>patches</code> may provide type substitution and/or constant definition needed for advanced use.</p><p><strong>Variable</strong></p><pre><code class="nohighlight hljs">name[(args..; kwargs..)][: alias] [=&gt; expr] [~ [state][::type|&lt;:type][(tags..)]]</code></pre><ul><li><code>name</code>: variable name; usually short abbreviation.</li><li><code>args</code>: automatically bound depending variables</li><li><code>kwargs</code>: custom bound depending variables; used by <code>call</code> and <code>integrate</code>.</li><li><code>alias</code>: alternative name; long description.</li><li><code>expr</code>: state-specific code snippet; use begin-end block for multiple statements.</li><li><code>type</code>: internal data type; default is Float64 for many, but not all, variables.</li><li><code>tags</code>: state-specific options; <code>unit</code>, <code>min</code>/<code>max</code>, etc.</li></ul><p><strong>States</strong></p><ul><li><code>hold</code>: marks a placeholder for variable shared between mixins.</li><li><code>wrap</code>: passes a state variable to other fucnction as is with no unwrapping its value.</li><li><code>advance</code>: manages a time-keeping variable; <code>time</code> and <code>tick</code> from <code>Clock</code>.</li><li><code>preserve</code>: keeps initially assigned value with no further updates; constants, parameters.</li><li><code>tabulate</code>: makes a two dimensional table with named keys; <em>i.e.</em> partitioning table.</li><li><code>interpolate</code>: makes a curve function interpolated with discrete values; <em>i.e.</em> soil characteristic curve.</li><li><code>track</code>: evaluates variable expression as is for each update.</li><li><code>remember</code>: keeps tracking variable until a certain condition is met; essentially <code>track</code> turning into <code>preserve</code>.</li><li><code>provide</code>: manages a table of time-series in DataFrame.</li><li><code>drive</code>: fetches the current value from a time-series; maybe supplied by <code>provide</code>.</li><li><code>call</code>: defines a partial function bound with some variables.</li><li><code>integrate</code>: calculates integral using Gaussian method; not for time domain.</li><li><code>accumulate</code>: emulates integration of rate variable over time; essentially Euler method.</li><li><code>capture</code>: calculates difference between integration for each time step.</li><li><code>flag</code>: sets a boolean flag; essentially <code>track::Bool</code>.</li><li><code>produce</code>: attaches a new instance of system dynamically constructed; <em>i.e.</em> root structure growth.</li><li><code>bisect</code>: solves nonlinear equation using bisection method; <em>i.e.</em> gas-exchange model coupling.</li><li><code>solve</code>: solves polynomial equation symbolically; <em>i.e.</em> quadratic equations in photosynthesis model.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 1 ~ preserve(parameter)
            b(a) ~ accumulate
        end
-S</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/macro.jl#L730-L774">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.@config" href="#Cropbox.@config"><code>Cropbox.@config</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@config c.. -&gt; Config | Vector{Config}</code></pre><p>Construct a set or multiple sets of configuration.</p><p>A basic unit of configuration for a system <code>S</code> is represented by a pair in the form of <code>S =&gt; pv</code>. System name <code>S</code> is expressed in a symbol. If actual type of system is used, its name will be automatically converted to a symbol.</p><p>A parameter name and corresponding value is then represented by another pair in the form of <code>p =&gt; v</code>. When specifiying multiple parameters, a tuple of pairs like <code>(p1 =&gt; v1, p2 =&gt; v2)</code> or a named tuple like <code>(p1 = v1, p2 = v2)</code> can be used. Parameter name must be a symbol and should indicate a variable declared with <code>parameter</code> tag as often used by <code>preserve</code> state variable. For example, <code>:S =&gt; (:a =&gt; 1, :b =&gt; 2)</code> has the same meaning as <code>S =&gt; (a = 1, b = 2)</code> in the same scope.</p><p>Configurations for multiple systems can be concatenated by a tuple. Multiple elements in <code>c</code> separated by commas implicitly forms a tuple. For example, <code>:S =&gt; (:a =&gt; 1, :b =&gt; 2), :T =&gt; :x =&gt; 1</code> represents a set of configuration for two systems <code>S</code> and <code>T</code> with some parameters. When the same names of system or variable appears again during concatenation, it will be overriden by later ones in an order appeared in a tuple. For example, <code>:S =&gt; :a =&gt; 1, :S =&gt; :a =&gt; 2</code> results into <code>:S =&gt; :a =&gt; 2</code>. Instead of commas, <code>+</code> operator can be used in a similar way as <code>(:S =&gt; :a =&gt; 1) + (:S =&gt; :a =&gt; 2)</code>. Note parentheses placed due to operator precedence.</p><p>When multiple sets of configurations are needed, as in <code>configs</code> for <a href="../simulation/#Cropbox.simulate"><code>simulate</code></a>, a vector of <code>Config</code> is used. This macro supports some convenient ways to construct a vector by composing simpler configurations. Prefix operator <code>!</code> allows <em>expansion</em> of any iterable placed in the configuration value. Infix operator <code>*</code> allows <em>multiplication</em> of a vector of configurations with another vector or a single configuration to construct multiple sets of configurations. For example, <code>!(:S =&gt; :a =&gt; 1:2)</code> is expanded into two sets of separate configurations <code>[:S =&gt; :a =&gt; 1, :S =&gt; :a =&gt; 2]</code>. <code>(:S =&gt; :a =&gt; 1:2) * (:S =&gt; :b =&gt; 0)</code> is multiplied into <code>[:S =&gt; (a = 1, b = 0), :S =&gt; (a = 2, b = 0)]</code>.</p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @config :S =&gt; (:a =&gt; 1, :b =&gt; 2)
+S</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/macro.jl#L730-L774">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.@config" href="#Cropbox.@config"><code>Cropbox.@config</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@config c.. -&gt; Config | Vector{Config}</code></pre><p>Construct a set or multiple sets of configuration.</p><p>A basic unit of configuration for a system <code>S</code> is represented by a pair in the form of <code>S =&gt; pv</code>. System name <code>S</code> is expressed in a symbol. If actual type of system is used, its name will be automatically converted to a symbol.</p><p>A parameter name and corresponding value is then represented by another pair in the form of <code>p =&gt; v</code>. When specifiying multiple parameters, a tuple of pairs like <code>(p1 =&gt; v1, p2 =&gt; v2)</code> or a named tuple like <code>(p1 = v1, p2 = v2)</code> can be used. Parameter name must be a symbol and should indicate a variable declared with <code>parameter</code> tag as often used by <code>preserve</code> state variable. For example, <code>:S =&gt; (:a =&gt; 1, :b =&gt; 2)</code> has the same meaning as <code>S =&gt; (a = 1, b = 2)</code> in the same scope.</p><p>Configurations for multiple systems can be concatenated by a tuple. Multiple elements in <code>c</code> separated by commas implicitly forms a tuple. For example, <code>:S =&gt; (:a =&gt; 1, :b =&gt; 2), :T =&gt; :x =&gt; 1</code> represents a set of configuration for two systems <code>S</code> and <code>T</code> with some parameters. When the same names of system or variable appears again during concatenation, it will be overriden by later ones in an order appeared in a tuple. For example, <code>:S =&gt; :a =&gt; 1, :S =&gt; :a =&gt; 2</code> results into <code>:S =&gt; :a =&gt; 2</code>. Instead of commas, <code>+</code> operator can be used in a similar way as <code>(:S =&gt; :a =&gt; 1) + (:S =&gt; :a =&gt; 2)</code>. Note parentheses placed due to operator precedence.</p><p>When multiple sets of configurations are needed, as in <code>configs</code> for <a href="../../guide/simulation/#simulate"><code>simulate</code></a>, a vector of <code>Config</code> is used. This macro supports some convenient ways to construct a vector by composing simpler configurations. Prefix operator <code>!</code> allows <em>expansion</em> of any iterable placed in the configuration value. Infix operator <code>*</code> allows <em>multiplication</em> of a vector of configurations with another vector or a single configuration to construct multiple sets of configurations. For example, <code>!(:S =&gt; :a =&gt; 1:2)</code> is expanded into two sets of separate configurations <code>[:S =&gt; :a =&gt; 1, :S =&gt; :a =&gt; 2]</code>. <code>(:S =&gt; :a =&gt; 1:2) * (:S =&gt; :b =&gt; 0)</code> is multiplied into <code>[:S =&gt; (a = 1, b = 0), :S =&gt; (a = 2, b = 0)]</code>.</p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @config :S =&gt; (:a =&gt; 1, :b =&gt; 2)
 Config for 1 system:
   S
     a = 1
@@ -20,4 +20,4 @@
  &lt;Config&gt;</code></pre><pre><code class="language-julia-repl hljs">julia&gt; @config (:S =&gt; :a =&gt; 1:2) * (:S =&gt; :b =&gt; 0)
 2-element Vector{Config}:
  &lt;Config&gt;
- &lt;Config&gt;</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/config.jl#L367-L409">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Index</a><a class="docs-footer-nextpage" href="../simulation/">Simulation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+ &lt;Config&gt;</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/config.jl#L367-L409">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Index</a><a class="docs-footer-nextpage" href="../simulation/">Simulation »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Reference</a></li><li class="is-active"><a href>Inspection</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Inspection</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/reference/inspection.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Inspection1"><a class="docs-heading-anchor" href="#Inspection1">Inspection</a><a id="Inspection1-1"></a><a class="docs-heading-anchor-permalink" href="#Inspection1" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-binding" id="Cropbox.@look" href="#Cropbox.@look"><code>Cropbox.@look</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@look ex
-@look s[, k]</code></pre><p>Macro version of <code>look</code> supports a convenient way of accessing variable without relying on symbol. Both <code>@look s.a</code> and <code>@look s a</code> work the same as <code>look(s, :a)</code>.</p><p>See also: <a href="reference/@ref"><code>look</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; &quot;my system&quot;
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../../guide/system/">System</a></li><li><a class="tocitem" href="../../guide/variable/">Variable</a></li><li><a class="tocitem" href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../">Index</a></li><li><a class="tocitem" href="../declaration/">Declaration</a></li><li><a class="tocitem" href="../simulation/">Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li class="is-active"><a class="tocitem" href>Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Reference</a></li><li class="is-active"><a href>Inspection</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Inspection</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/reference/inspection.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Inspection1"><a class="docs-heading-anchor" href="#Inspection1">Inspection</a><a id="Inspection1-1"></a><a class="docs-heading-anchor-permalink" href="#Inspection1" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.@look" href="#Cropbox.@look"><code>Cropbox.@look</code></a> — <span class="docstring-category">Macro</span></header><section><div><pre><code class="language-julia hljs">@look ex
+@look s[, k]</code></pre><p>Macro version of <code>look</code> supports a convenient way of accessing variable without relying on symbol. Both <code>@look s.a</code> and <code>@look s a</code> work the same as <code>look(s, :a)</code>.</p><p>See also: <a href="../../guide/inspection/#look"><code>look</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; &quot;my system&quot;
        @system S(Controller) begin
            &quot;a param&quot;
            a =&gt; 1 ~ preserve(parameter)
@@ -15,7 +15,7 @@
   a param
 
 [code]
-  a =&gt; 1 ~ preserve(parameter)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/look.jl#L157-L181">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.dive" href="#Cropbox.dive"><code>Cropbox.dive</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">dive(s)</code></pre><p>Inspect an instance of system <code>s</code> by navigating hierarchy of variables displayed in a tree structure.</p><p>Pressing up/down arrow keys allows navigation. Press &#39;enter&#39; to dive into a deeper level and press &#39;q&#39; to come back. A leaf node of the tree shows an output of <code>look</code> regarding the variable. Pressing &#39;enter&#39; again would return a variable itself and exit to REPL.</p><p>Only works in a terminal environment; not working on Jupyter Notebook.</p><p>See also: <a href="reference/@ref"><code>look</code></a></p><p><strong>Arguments</strong></p><ul><li><code>s::System</code>: instance of target system.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+  a =&gt; 1 ~ preserve(parameter)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/look.jl#L157-L181">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.dive" href="#Cropbox.dive"><code>Cropbox.dive</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">dive(s)</code></pre><p>Inspect an instance of system <code>s</code> by navigating hierarchy of variables displayed in a tree structure.</p><p>Pressing up/down arrow keys allows navigation. Press &#39;enter&#39; to dive into a deeper level and press &#39;q&#39; to come back. A leaf node of the tree shows an output of <code>look</code> regarding the variable. Pressing &#39;enter&#39; again would return a variable itself and exit to REPL.</p><p>Only works in a terminal environment; not working on Jupyter Notebook.</p><p>See also: <a href="../../guide/inspection/#look"><code>look</code></a></p><p><strong>Arguments</strong></p><ul><li><code>s::System</code>: instance of target system.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 1 ~ preserve(parameter)
        end;
 
@@ -25,4 +25,4 @@
 S
  → context = &lt;Context&gt;
    config = &lt;Config&gt;
-   a = 1.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/dive.jl#L94-L122">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../visualization/">« Visualization</a><a class="docs-footer-nextpage" href="../../faq/">Frequently Asked Questions »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+   a = 1.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/dive.jl#L94-L122">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../visualization/">« Visualization</a><a class="docs-footer-nextpage" href="../../faq/">Frequently Asked Questions »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/reference/simulation/index.html b/dev/reference/simulation/index.html
index 2405d503..236d60c2 100644
--- a/dev/reference/simulation/index.html
+++ b/dev/reference/simulation/index.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Simulation · Cropbox.jl</title><script async src="https://www.googletagmanager.com/gtag/js?id=UA-192782823-1"></script><script>  window.dataLayer = window.dataLayer || [];
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-</script><script data-outdated-warner src="../../assets/warner.js"></script><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/reference/simulation/"/><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><form class="docs-search" action="../../search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../../guide/system/">System</a></li><li><a class="tocitem" href="../../guide/variable/">Variable</a></li><li><a class="tocitem" href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../">Index</a></li><li><a class="tocitem" href="../declaration/">Declaration</a></li><li class="is-active"><a class="tocitem" href>Simulation</a></li><li><a class="tocitem" href="../visualization/">Visualization</a></li><li><a class="tocitem" href="../inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Reference</a></li><li class="is-active"><a href>Simulation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Simulation</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/reference/simulation.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Simulation1"><a class="docs-heading-anchor" href="#Simulation1">Simulation</a><a id="Simulation1-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation1" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-binding" id="Cropbox.instance" href="#Cropbox.instance"><code>Cropbox.instance</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">instance(S; &lt;keyword arguments&gt;) -&gt; S</code></pre><p>Make an instance of system <code>S</code> with an initial condition specified in configuration and additional options.</p><p>See also: <a href="../declaration/#Cropbox.@config"><code>@config</code></a>, <a href="#Cropbox.simulate"><code>simulate</code></a></p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be instantiated.</li></ul><p><strong>Keyword Arguments</strong></p><ul><li><code>config=()</code>: configuration containing parameter values for the system.</li><li><code>options=()</code>: keyword arguments passed down to the constructor of <code>S</code>; named tuple expected.</li><li><code>seed=nothing</code>: random seed initialized before parsing configuration and making an instance.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../../guide/system/">System</a></li><li><a class="tocitem" href="../../guide/variable/">Variable</a></li><li><a class="tocitem" href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" 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class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Reference</a></li><li class="is-active"><a href>Simulation</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Simulation</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/reference/simulation.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Simulation1"><a class="docs-heading-anchor" href="#Simulation1">Simulation</a><a id="Simulation1-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation1" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.instance" href="#Cropbox.instance"><code>Cropbox.instance</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">instance(S; &lt;keyword arguments&gt;) -&gt; S</code></pre><p>Make an instance of system <code>S</code> with an initial condition specified in configuration and additional options.</p><p>See also: <a href="../declaration/#Cropbox.@config"><code>@config</code></a>, <a href="../../guide/simulation/#simulate"><code>simulate</code></a></p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be instantiated.</li></ul><p><strong>Keyword Arguments</strong></p><ul><li><code>config=()</code>: configuration containing parameter values for the system.</li><li><code>options=()</code>: keyword arguments passed down to the constructor of <code>S</code>; named tuple expected.</li><li><code>seed=nothing</code>: random seed initialized before parsing configuration and making an instance.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 1 ~ preserve(parameter)
            b(a) ~ accumulate
        end;
@@ -13,7 +13,7 @@
   context = &lt;Context&gt;
   config = &lt;Config&gt;
   a = 1.0
-  b = 0.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/system/controller.jl#L8-L37">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.simulate" href="#Cropbox.simulate"><code>Cropbox.simulate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">simulate([f,] S[, layout, [configs]]; &lt;keyword arguments&gt;) -&gt; DataFrame</code></pre><p>Run simulations by making instance of system <code>S</code> with given configuration to generate an output in the form of DataFrame. <code>layout</code> contains a list of variables to be saved in the output. A layout of single simulation can be specified in the layout arguments placed as keyword arguments. <code>configs</code> contains a list of configurations for each run of simulation. Total number of simulation runs equals to the size of <code>configs</code>. For a single configuration, <code>config</code> keyword argument may be preferred. Optional callback function <code>f</code> allows do-block syntax to specify <code>snatch</code> argument for finer control of output format.</p><p>See also: <a href="#Cropbox.instance"><code>instance</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be simulated.</li><li><code>layout::Vector</code>: list of output layout definition in a named tuple <code>(; base, index, target, meta)</code>.</li><li><code>configs::Vector</code>: list of configurations for defining multiple runs of simluations.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Layout</strong></p><ul><li><code>base=nothing</code>: base system where <code>index</code> and <code>target</code> are populated; default falls back to the instance of <code>S</code>.</li><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target=nothing</code>: variables to construct non-index columns of the output; default includes most variables in the root instance.</li><li><code>meta=nothing</code>: name of systems in the configuration to be included in the output as metadata.</li></ul><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single configuration for the system, or a base for multiple configurations (when used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple configurations for the system.</li><li><code>seed=nothing</code>: random seed for resetting each simulation run.</li></ul><p><strong>Progress</strong></p><ul><li><code>stop=nothing</code>: condition checked before calling updates for the instance; default stops with no update.</li><li><code>snap=nothing</code>: condition checked to decide if a snapshot of current update is saved in the output; default snaps all updates.</li><li><code>snatch=nothing</code>: callback for modifying intermediate output; list of DataFrame <code>D</code> collected from current update and the instance of system <code>s</code> are provided.</li><li><code>verbose=true</code>: shows a progress bar.</li></ul><p><strong>Format</strong></p><ul><li><code>nounit=false</code>: remove units from the output.</li><li><code>long=false</code>: convert output table from wide to long format.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+  b = 0.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/system/controller.jl#L8-L37">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.simulate" href="#Cropbox.simulate"><code>Cropbox.simulate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">simulate([f,] S[, layout, [configs]]; &lt;keyword arguments&gt;) -&gt; DataFrame</code></pre><p>Run simulations by making instance of system <code>S</code> with given configuration to generate an output in the form of DataFrame. <code>layout</code> contains a list of variables to be saved in the output. A layout of single simulation can be specified in the layout arguments placed as keyword arguments. <code>configs</code> contains a list of configurations for each run of simulation. Total number of simulation runs equals to the size of <code>configs</code>. For a single configuration, <code>config</code> keyword argument may be preferred. Optional callback function <code>f</code> allows do-block syntax to specify <code>snatch</code> argument for finer control of output format.</p><p>See also: <a href="../../guide/simulation/#instance"><code>instance</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be simulated.</li><li><code>layout::Vector</code>: list of output layout definition in a named tuple <code>(; base, index, target, meta)</code>.</li><li><code>configs::Vector</code>: list of configurations for defining multiple runs of simluations.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Layout</strong></p><ul><li><code>base=nothing</code>: base system where <code>index</code> and <code>target</code> are populated; default falls back to the instance of <code>S</code>.</li><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target=nothing</code>: variables to construct non-index columns of the output; default includes most variables in the root instance.</li><li><code>meta=nothing</code>: name of systems in the configuration to be included in the output as metadata.</li></ul><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single configuration for the system, or a base for multiple configurations (when used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple configurations for the system.</li><li><code>seed=nothing</code>: random seed for resetting each simulation run.</li></ul><p><strong>Progress</strong></p><ul><li><code>stop=nothing</code>: condition checked before calling updates for the instance; default stops with no update.</li><li><code>snap=nothing</code>: condition checked to decide if a snapshot of current update is saved in the output; default snaps all updates.</li><li><code>snatch=nothing</code>: callback for modifying intermediate output; list of DataFrame <code>D</code> collected from current update and the instance of system <code>s</code> are provided.</li><li><code>verbose=true</code>: shows a progress bar.</li></ul><p><strong>Format</strong></p><ul><li><code>nounit=false</code>: remove units from the output.</li><li><code>long=false</code>: convert output table from wide to long format.</li></ul><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 1 ~ preserve(parameter)
            b(a) ~ accumulate
        end;
@@ -24,7 +24,7 @@
      │ Quantity…  Float64  Float64
 ─────┼─────────────────────────────
    1 │    0.0 hr      1.0      0.0
-   2 │    1.0 hr      1.0      1.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/simulate.jl#L174-L223">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.evaluate" href="#Cropbox.evaluate"><code>Cropbox.evaluate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">evaluate(S, obs; &lt;keyword arguments&gt;) -&gt; Number | Tuple</code></pre><p>Compare output of simulation results for the given system <code>S</code> and observation data <code>obs</code> with a choice of evaluation metric.</p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be evaluated.</li><li><code>obs::DataFrame</code>: observation data to be used for evaluation.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single configuration for the system (can&#39;t be used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple configurations for the system (can&#39;t be used with <code>config</code>).</li></ul><p><strong>Layout</strong></p><ul><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target</code>: variables to construct non-index columns of the output.</li></ul><p><strong>Evaluation</strong></p><ul><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p>Remaining keyword arguments are passed down to <code>simulate</code> with regard to running system <code>S</code>.</p><p>See also: <a href="#Cropbox.simulate"><code>simulate</code></a>, <a href="#Cropbox.calibrate"><code>calibrate</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+   2 │    1.0 hr      1.0      1.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/simulate.jl#L174-L223">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.evaluate" href="#Cropbox.evaluate"><code>Cropbox.evaluate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">evaluate(S, obs; &lt;keyword arguments&gt;) -&gt; Number | Tuple</code></pre><p>Compare output of simulation results for the given system <code>S</code> and observation data <code>obs</code> with a choice of evaluation metric.</p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be evaluated.</li><li><code>obs::DataFrame</code>: observation data to be used for evaluation.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single configuration for the system (can&#39;t be used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple configurations for the system (can&#39;t be used with <code>config</code>).</li></ul><p><strong>Layout</strong></p><ul><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target</code>: variables to construct non-index columns of the output.</li></ul><p><strong>Evaluation</strong></p><ul><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p>Remaining keyword arguments are passed down to <code>simulate</code> with regard to running system <code>S</code>.</p><p>See also: <a href="../../guide/simulation/#simulate"><code>simulate</code></a>, <a href="../../guide/simulation/#calibrate"><code>calibrate</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 19 ~ preserve(u&quot;m/hr&quot;, parameter)
            b(a) ~ accumulate(u&quot;m&quot;)
        end;
@@ -34,7 +34,7 @@
 julia&gt; configs = @config !(:S =&gt; :a =&gt; [19, 21]);
 
 julia&gt; evaluate(S, obs; configs, target=:b, stop=10u&quot;hr&quot;)
-10.0 m</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/evaluate.jl#L4-L43">source</a></section><section><div><pre><code class="nohighlight hljs">evaluate(obs, est; &lt;keyword arguments&gt;) -&gt; Number | Tuple</code></pre><p>Compare observation data <code>obs</code> and estimation data <code>est</code> with a choice of evaluation metric.</p><p><strong>Arguments</strong></p><ul><li><code>obs::DataFrame</code>: observation data to be used for evaluation.</li><li><code>est::DataFrame</code>: estimated data from simulation.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Layout</strong></p><ul><li><code>index</code>: variables referring to index columns of the output.</li><li><code>target</code>: variables referring to non-index columns of the output.</li></ul><p><strong>Evaluation</strong></p><ul><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p>See also: <a href="#Cropbox.evaluate"><code>evaluate</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; obs = DataFrame(time = [1, 2, 3]u&quot;hr&quot;, b = [10, 20, 30]u&quot;g&quot;);
+10.0 m</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/evaluate.jl#L4-L43">source</a></section><section><div><pre><code class="language-julia hljs">evaluate(obs, est; &lt;keyword arguments&gt;) -&gt; Number | Tuple</code></pre><p>Compare observation data <code>obs</code> and estimation data <code>est</code> with a choice of evaluation metric.</p><p><strong>Arguments</strong></p><ul><li><code>obs::DataFrame</code>: observation data to be used for evaluation.</li><li><code>est::DataFrame</code>: estimated data from simulation.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Layout</strong></p><ul><li><code>index</code>: variables referring to index columns of the output.</li><li><code>target</code>: variables referring to non-index columns of the output.</li></ul><p><strong>Evaluation</strong></p><ul><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p>See also: <a href="../../guide/simulation/#evaluate"><code>evaluate</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; obs = DataFrame(time = [1, 2, 3]u&quot;hr&quot;, b = [10, 20, 30]u&quot;g&quot;);
 
 julia&gt; est = DataFrame(time = [1, 2, 3]u&quot;hr&quot;, b = [10, 20, 30]u&quot;g&quot;, c = [11, 19, 31]u&quot;g&quot;);
 
@@ -42,7 +42,7 @@
 0.0 g
 
 julia&gt; evaluate(obs, est; index = :time, target = :b =&gt; :c)
-1.0 g</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/evaluate.jl#L88-L119">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.calibrate" href="#Cropbox.calibrate"><code>Cropbox.calibrate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">calibrate(S, obs; &lt;keyword arguments&gt;) -&gt; Config | OrderedDict</code></pre><p>Obtain a set of parameters for the given system <code>S</code> that simulates provided observation <code>obs</code> closely as possible. A multitude of simulations are conducted with a differing combination of parameter sets specified by the range of possible values and the optimum is selected based on a choice of evaluation metric. Internally, differential evolution algorithm from BlackboxOptim.jl is used.</p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be calibrated.</li><li><code>obs::DataFrame</code>: observation data to be used for calibration.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single base configuration for the system (can&#39;t be used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple base configurations for the system (can&#39;t be used with <code>config</code>).</li></ul><p><strong>Layout</strong></p><ul><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target</code>: variables to construct non-index columns of the output.</li></ul><p><strong>Calibration</strong></p><ul><li><code>parameters</code>: parameters with a range of boundary values to be calibrated within.</li><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p><strong>Multi-objective</strong></p><ul><li><code>weight=nothing</code>: weights for calibrating multiple targets; default assumes equal weights.</li><li><code>pareto=false</code>: returns a dictionary containing Pareto frontier instead of a single solution satisfying multiple targets.</li></ul><p><strong>Advanced</strong></p><ul><li><code>optim=()</code>: extra options for <code>BlackBoxOptim.bboptimize</code>.</li></ul><p>Remaining keyword arguments are passed down to <code>simulate</code> with regard to running system <code>S</code>.</p><p>See also: <a href="#Cropbox.simulate"><code>simulate</code></a>, <a href="#Cropbox.evaluate"><code>evaluate</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+1.0 g</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/evaluate.jl#L88-L119">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.calibrate" href="#Cropbox.calibrate"><code>Cropbox.calibrate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">calibrate(S, obs; &lt;keyword arguments&gt;) -&gt; Config | OrderedDict</code></pre><p>Obtain a set of parameters for the given system <code>S</code> that simulates provided observation <code>obs</code> closely as possible. A multitude of simulations are conducted with a differing combination of parameter sets specified by the range of possible values and the optimum is selected based on a choice of evaluation metric. Internally, differential evolution algorithm from BlackboxOptim.jl is used.</p><p><strong>Arguments</strong></p><ul><li><code>S::Type{&lt;:System}</code>: type of system to be calibrated.</li><li><code>obs::DataFrame</code>: observation data to be used for calibration.</li></ul><p><strong>Keyword Arguments</strong></p><p><strong>Configuration</strong></p><ul><li><code>config=()</code>: a single base configuration for the system (can&#39;t be used with <code>configs</code>).</li><li><code>configs=[]</code>: multiple base configurations for the system (can&#39;t be used with <code>config</code>).</li></ul><p><strong>Layout</strong></p><ul><li><code>index=nothing</code>: variables to construct index columns of the output; default falls back to <code>context.clock.time</code>.</li><li><code>target</code>: variables to construct non-index columns of the output.</li></ul><p><strong>Calibration</strong></p><ul><li><code>parameters</code>: parameters with a range of boundary values to be calibrated within.</li><li><code>metric=nothing</code>: evaluation metric (<code>:rmse</code>, <code>:nrmse</code>, <code>:mae</code>, <code>:mape</code>, <code>:ef</code>, <code>:dr</code>); default is RMSE.</li></ul><p><strong>Multi-objective</strong></p><ul><li><code>weight=nothing</code>: weights for calibrating multiple targets; default assumes equal weights.</li><li><code>pareto=false</code>: returns a dictionary containing Pareto frontier instead of a single solution satisfying multiple targets.</li></ul><p><strong>Advanced</strong></p><ul><li><code>optim=()</code>: extra options for <code>BlackBoxOptim.bboptimize</code>.</li></ul><p>Remaining keyword arguments are passed down to <code>simulate</code> with regard to running system <code>S</code>.</p><p>See also: <a href="../../guide/simulation/#simulate"><code>simulate</code></a>, <a href="../../guide/simulation/#evaluate"><code>evaluate</code></a>, <a href="../declaration/#Cropbox.@config"><code>@config</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a =&gt; 0 ~ preserve(parameter)
            b(a) ~ accumulate
        end;
@@ -53,4 +53,4 @@
 ...
 Config for 1 system:
   S
-    a = 20.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/calibrate.jl#L49-L97">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../declaration/">« Declaration</a><a class="docs-footer-nextpage" href="../visualization/">Visualization »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+    a = 20.0</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/calibrate.jl#L49-L97">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../declaration/">« Declaration</a><a class="docs-footer-nextpage" href="../visualization/">Visualization »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/reference/visualization/index.html b/dev/reference/visualization/index.html
index 55f28f97..4cce6127 100644
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@@ -1,12 +1,12 @@
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href="#Visualization1">Visualization</a><a id="Visualization1-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization1" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-binding" id="Cropbox.plot" href="#Cropbox.plot"><code>Cropbox.plot</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">plot(df::DataFrame, x, y; &lt;keyword arguments&gt;) -&gt; Plot
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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 plot(X::Vector, Y::Vector; &lt;keyword arguments&gt;) -&gt; Plot
-plot(df::DataFrame, x, y, z; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Plot a graph from provided data source. The type of graph is selected based on arguments.</p><p>See also: <a href="#Cropbox.plot!"><code>plot!</code></a>, <a href="#Cropbox.visualize"><code>visualize</code></a></p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/plot.jl#L77-L85">source</a></section><section><div><pre><code class="nohighlight hljs">plot(v::Number; kind, &lt;keyword arguments&gt;) -&gt; Plot
-plot(V::Vector; kind, &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Plot a graph of horizontal/vertical lines depending on <code>kind</code>, which can be either <code>:hline</code> or <code>:vline</code>. An initial plotting of <code>hline</code> requires <code>xlim</code> and <code>vline</code> requires <code>ylim</code>, respectively.</p><p>See also: <a href="#Cropbox.plot!"><code>plot!</code></a>, <a href="#Cropbox.visualize"><code>visualize</code></a></p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/plot.jl#L116-L124">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.plot!" href="#Cropbox.plot!"><code>Cropbox.plot!</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">plot!(p, &lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Update an existing <code>Plot</code> object <code>p</code> by appending a new graph made with <code>plot</code>.</p><p>See also: <a href="#Cropbox.plot"><code>plot</code></a></p><p><strong>Arguments</strong></p><ul><li><code>p::Union{Plot,Nothing}</code>: plot object to be updated; <code>nothing</code> creates a new plot.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/plot.jl#L88-L97">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.visualize" href="#Cropbox.visualize"><code>Cropbox.visualize</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">visualize(&lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Make a plot from an output collected by running necessary simulations. A convenient function to run both <code>simulate</code> and <code>plot</code> together.</p><p>See also: <a href="#Cropbox.visualize!"><code>visualize!</code></a>, <a href="../simulation/#Cropbox.simulate"><code>simulate</code></a>, <a href="#Cropbox.plot"><code>plot</code></a>, <a href="#Cropbox.manipulate"><code>manipulate</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
+plot(df::DataFrame, x, y, z; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Plot a graph from provided data source. The type of graph is selected based on arguments.</p><p>See also: <a href="#Cropbox.plot!"><code>plot!</code></a>, <a href="../../guide/visualization/#visualize"><code>visualize</code></a></p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/plot.jl#L77-L85">source</a></section><section><div><pre><code class="language-julia hljs">plot(v::Number; kind, &lt;keyword arguments&gt;) -&gt; Plot
+plot(V::Vector; kind, &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Plot a graph of horizontal/vertical lines depending on <code>kind</code>, which can be either <code>:hline</code> or <code>:vline</code>. An initial plotting of <code>hline</code> requires <code>xlim</code> and <code>vline</code> requires <code>ylim</code>, respectively.</p><p>See also: <a href="#Cropbox.plot!"><code>plot!</code></a>, <a href="../../guide/visualization/#visualize"><code>visualize</code></a></p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/plot.jl#L116-L124">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.plot!" href="#Cropbox.plot!"><code>Cropbox.plot!</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">plot!(p, &lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Update an existing <code>Plot</code> object <code>p</code> by appending a new graph made with <code>plot</code>.</p><p>See also: <a href="../../guide/visualization/#plot"><code>plot</code></a></p><p><strong>Arguments</strong></p><ul><li><code>p::Union{Plot,Nothing}</code>: plot object to be updated; <code>nothing</code> creates a new plot.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/plot.jl#L88-L97">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.visualize" href="#Cropbox.visualize"><code>Cropbox.visualize</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">visualize(&lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Make a plot from an output collected by running necessary simulations. A convenient function to run both <code>simulate</code> and <code>plot</code> together.</p><p>See also: <a href="#Cropbox.visualize!"><code>visualize!</code></a>, <a href="../../guide/simulation/#simulate"><code>simulate</code></a>, <a href="../../guide/visualization/#plot"><code>plot</code></a>, <a href="../../guide/visualization/#manipulate"><code>manipulate</code></a></p><p><strong>Examples</strong></p><pre><code class="language-julia-repl hljs">julia&gt; @system S(Controller) begin
            a(a) =&gt; a ~ accumulate(init=1)
        end;
 
@@ -29,4 +29,4 @@
      1 │.........&#39;&#39;&#39;&#39;                           │
        └────────────────────────────────────────┘
        0                                        5
-                      time (hr)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/visualize.jl#L1-L35">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.visualize!" href="#Cropbox.visualize!"><code>Cropbox.visualize!</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">visualize!(p, &lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Update an existing <code>Plot</code> object <code>p</code> by appending a new graph made with <code>visualize</code>.</p><p>See also: <a href="#Cropbox.visualize"><code>visualize</code></a></p><p><strong>Arguments</strong></p><ul><li><code>p::Union{Plot,Nothing}</code>: plot object to be updated; <code>nothing</code> creates a new plot.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/visualize.jl#L37-L46">source</a></section></article><article class="docstring"><header><a class="docstring-binding" id="Cropbox.manipulate" href="#Cropbox.manipulate"><code>Cropbox.manipulate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">manipulate(f::Function; parameters, config=())</code></pre><p>Create an interactive plot updated by callback <code>f</code>. Only works in Jupyter Notebook.</p><p><strong>Arguments</strong></p><ul><li><code>f::Function</code>: callback for generating a plot; interactively updated configuration <code>c</code> is provided.</li><li><code>parameters</code>: parameters adjustable with interactive widgets; value should be an iterable.</li><li><code>config=()</code>: a baseline configuration.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/manipulate.jl#L3-L12">source</a></section><section><div><pre><code class="nohighlight hljs">manipulate(args...; parameters, kwargs...)</code></pre><p>Create an interactive plot by calling <code>manipulate</code> with <code>visualize</code> as a callback.</p><p>See also: <a href="#Cropbox.visualize"><code>visualize</code></a></p><p><strong>Arguments</strong></p><ul><li><code>args</code>: positional arguments for <code>visualize</code>.</li><li><code>parameters</code>: parameters for <code>manipulate</code>.</li><li><code>kwargs</code>: keyword arguments for <code>visualize</code>.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/d944010754049433f94fac625531ca1dcd632506/src/util/manipulate.jl#L82-L93">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../simulation/">« Simulation</a><a class="docs-footer-nextpage" href="../inspection/">Inspection »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+                      time (hr)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/visualize.jl#L1-L35">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.visualize!" href="#Cropbox.visualize!"><code>Cropbox.visualize!</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">visualize!(p, &lt;arguments&gt;; &lt;keyword arguments&gt;) -&gt; Plot</code></pre><p>Update an existing <code>Plot</code> object <code>p</code> by appending a new graph made with <code>visualize</code>.</p><p>See also: <a href="../../guide/visualization/#visualize"><code>visualize</code></a></p><p><strong>Arguments</strong></p><ul><li><code>p::Union{Plot,Nothing}</code>: plot object to be updated; <code>nothing</code> creates a new plot.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/visualize.jl#L37-L46">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Cropbox.manipulate" href="#Cropbox.manipulate"><code>Cropbox.manipulate</code></a> — <span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">manipulate(f::Function; parameters, config=())</code></pre><p>Create an interactive plot updated by callback <code>f</code>. Only works in Jupyter Notebook.</p><p><strong>Arguments</strong></p><ul><li><code>f::Function</code>: callback for generating a plot; interactively updated configuration <code>c</code> is provided.</li><li><code>parameters</code>: parameters adjustable with interactive widgets; value should be an iterable.</li><li><code>config=()</code>: a baseline configuration.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/manipulate.jl#L3-L12">source</a></section><section><div><pre><code class="language-julia hljs">manipulate(args...; parameters, kwargs...)</code></pre><p>Create an interactive plot by calling <code>manipulate</code> with <code>visualize</code> as a callback.</p><p>See also: <a href="../../guide/visualization/#visualize"><code>visualize</code></a></p><p><strong>Arguments</strong></p><ul><li><code>args</code>: positional arguments for <code>visualize</code>.</li><li><code>parameters</code>: parameters for <code>manipulate</code>.</li><li><code>kwargs</code>: keyword arguments for <code>visualize</code>.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/cropbox/Cropbox.jl/blob/6f184031537e29d425eb791f5ba8bf9278f21934/src/util/manipulate.jl#L82-L93">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../simulation/">« Simulation</a><a class="docs-footer-nextpage" href="../inspection/">Inspection »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/search/index.html b/dev/search/index.html
deleted file mode 100644
index 75644035..00000000
--- a/dev/search/index.html
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-  gtag('config', 'UA-192782823-1', {'page_path': location.pathname + location.search + location.hash});
-</script><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://cropbox.github.io/Cropbox.jl/stable/search/"/><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script 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type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../">Cropbox</a></li><li><a class="tocitem" href="../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../tutorials/julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../tutorials/cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../tutorials/makingamodel/">Making a model</a></li><li><a class="tocitem" href="../tutorials/usingamodel/">Using an existing model</a></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../guide/system/">System</a></li><li><a class="tocitem" href="../guide/variable/">Variable</a></li><li><a class="tocitem" href="../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../guide/simulation/">Simulation</a></li><li><a class="tocitem" 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Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body><script src="../search_index.js"></script><script src="../assets/search.js"></script></html>
diff --git a/dev/tutorials/cropbox/629e2a0d.svg b/dev/tutorials/cropbox/629e2a0d.svg
new file mode 100644
index 00000000..6a03a947
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index ff760b3a..1dedcbb6 100644
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class="is-active"><a href>Getting started with Cropbox</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/cropbox.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="cropbox"><a class="docs-heading-anchor" href="#cropbox">Getting Started with Cropbox</a><a id="cropbox-1"></a><a class="docs-heading-anchor-permalink" href="#cropbox" title="Permalink"></a></h1><p>This tutorial will cover basic macros and functions of Cropbox.</p><h2 id="Installing-Cropbox"><a class="docs-heading-anchor" href="#Installing-Cropbox">Installing Cropbox</a><a id="Installing-Cropbox-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Cropbox" title="Permalink"></a></h2><p><a href="https://github.com/cropbox/Cropbox.jl">Cropbox.jl</a> is available through Julia package manager.</p><p>You can install Cropbox running the following command in the Julia REPL.</p><pre><code class="language-julia hljs">using Pkg
 Pkg.add(&quot;Cropbox&quot;)</code></pre><p>If you are using a prebuilt docker image with Cropbox included, you can skip this step.</p><h2 id="Package-Loading"><a class="docs-heading-anchor" href="#Package-Loading">Package Loading</a><a id="Package-Loading-1"></a><a class="docs-heading-anchor-permalink" href="#Package-Loading" title="Permalink"></a></h2><p>When using Cropbox, make sure to load the package into the environment by using the following command:</p><pre><code class="language-julia hljs">using Cropbox</code></pre><h2 id="Creating-a-System"><a class="docs-heading-anchor" href="#Creating-a-System">Creating a System</a><a id="Creating-a-System-1"></a><a class="docs-heading-anchor-permalink" href="#Creating-a-System" title="Permalink"></a></h2><p>In Cropbox, a model is defined by a single system or a collection of systems.</p><p>A system can be made by using a simple Cropbox macro, <code>@system</code>.</p><pre><code class="language-julia hljs">@system S</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Main.S</code></pre><p>We have just created a system called <code>S</code>. In its current state, <code>S</code> is an empty system with no variables. Our next step is to define the variables that will represent our system.</p><h3 id="Defining-Variables"><a class="docs-heading-anchor" href="#Defining-Variables">Defining Variables</a><a id="Defining-Variables-1"></a><a class="docs-heading-anchor-permalink" href="#Defining-Variables" title="Permalink"></a></h3><p>Suppose we want the system to represent exponential growth described by this differential equation</p><p class="math-container">\[\frac{dx}{dt} = ax\]</p><p>In Cropbox, we could define the system with the following:</p><pre><code class="language-julia hljs">@system S(Controller) begin
     i       =&gt; 1   ~ preserve
     a       =&gt; 0.1 ~ preserve(parameter)
@@ -36,7 +36,7 @@ <h4 id="Named-Tuples"><a class="docs-heading-anchor" href="#Named-Tuples">Named
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">a</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">1</td></tr>
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">b</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">2</td></tr>
 </table>
-<h2 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation</a><a id="Simulation-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation" title="Permalink"></a></h2><p>The simulate function will create an instance of the system and update the values of all the variables in it at each time step until it reaches the stop time. By default, simulations in Cropbox use a time step of one hour. </p><p>Let&#39;s use Cropbox to simulate the system for ten time steps.</p><pre><code class="language-julia hljs">df = simulate(S, config = config, stop = 10)</code></pre><div><div style = "float: left;"><span>11×5 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">i</th><th style = "text-align: left;">a</th><th style = "text-align: left;">r</th><th style = "text-align: left;">x</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">1.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0525</td><td style = "text-align: right;">1.05</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.055125</td><td style = "text-align: right;">1.1025</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0578813</td><td style = "text-align: right;">1.15763</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">4.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0607753</td><td style = "text-align: right;">1.21551</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">5.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0638141</td><td style = "text-align: right;">1.27628</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">6.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0670048</td><td style = "text-align: right;">1.3401</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">7.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.070355</td><td style = "text-align: right;">1.4071</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">8.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0738728</td><td style = "text-align: right;">1.47746</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">9.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0775664</td><td style = "text-align: right;">1.55133</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">10.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0814447</td><td style = "text-align: right;">1.62889</td></tr></tbody></table></div><p>This will output the values of all the variables in the system as a DataFrame where each row represents one time step. </p><h2 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h2><p>Once we have simulated the system, we may want to visualize the resulting data by creating a graph. This can be done by using the plot() function, specifying the name of the dataframe as the first argument and then the names of variables we want to plot on the x and y axes. </p><pre><code class="language-julia hljs">p = plot(df, :time, :x)</code></pre><?xml version="1.0" encoding="UTF-8"?>
+<h2 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation</a><a id="Simulation-1"></a><a class="docs-heading-anchor-permalink" href="#Simulation" title="Permalink"></a></h2><p>The simulate function will create an instance of the system and update the values of all the variables in it at each time step until it reaches the stop time. By default, simulations in Cropbox use a time step of one hour. </p><p>Let&#39;s use Cropbox to simulate the system for ten time steps.</p><pre><code class="language-julia hljs">df = simulate(S, config = config, stop = 10)</code></pre><div><div style = "float: left;"><span>11×5 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">i</th><th style = "text-align: left;">a</th><th style = "text-align: left;">r</th><th style = "text-align: left;">x</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">1.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0525</td><td style = "text-align: right;">1.05</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.055125</td><td style = "text-align: right;">1.1025</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0578813</td><td style = "text-align: right;">1.15763</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">4.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0607753</td><td style = "text-align: right;">1.21551</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">5.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0638141</td><td style = "text-align: right;">1.27628</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">6.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0670048</td><td style = "text-align: right;">1.3401</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">7.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.070355</td><td style = "text-align: right;">1.4071</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">8.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0738728</td><td style = "text-align: right;">1.47746</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">9.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0775664</td><td style = "text-align: right;">1.55133</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">10.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0814447</td><td style = "text-align: right;">1.62889</td></tr></tbody></table></div><p>This will output the values of all the variables in the system as a DataFrame where each row represents one time step. </p><h2 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h2><p>Once we have simulated the system, we may want to visualize the resulting data by creating a graph. This can be done by using the plot() function, specifying the name of the dataframe as the first argument and then the names of variables we want to plot on the x and y axes. </p><pre><code class="language-julia hljs">p = plot(df, :time, :x)</code></pre><img src="8992b15c.svg" alt="Example block output"/><p>The visualize() function can also be used to run a simulation and plot the results using one command. </p><pre><code class="language-julia hljs">v = visualize(S, :time, :x ; stop=50, kind=:line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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 obs = DataFrame(time = [0.0 ,1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0]u&quot;hr&quot;, x = [1, .985, 1.06, 1.15, 1.14, 1.17, 1.24, 1.34, 1.76, 1.53, 1.68])
-est = simulate(S, config = config, stop = 10)</code></pre><div><div style = "float: left;"><span>11×5 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">i</th><th style = "text-align: left;">a</th><th style = "text-align: left;">r</th><th style = "text-align: left;">x</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">1.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0525</td><td style = "text-align: right;">1.05</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.055125</td><td style = "text-align: right;">1.1025</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0578813</td><td style = "text-align: right;">1.15763</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">4.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0607753</td><td style = "text-align: right;">1.21551</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">5.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0638141</td><td style = "text-align: right;">1.27628</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">6.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0670048</td><td style = "text-align: right;">1.3401</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">7.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.070355</td><td style = "text-align: right;">1.4071</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">8.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0738728</td><td style = "text-align: right;">1.47746</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">9.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0775664</td><td style = "text-align: right;">1.55133</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">10.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0814447</td><td style = "text-align: right;">1.62889</td></tr></tbody></table></div><p>We compare this dataset to the results of the simulation visually by adding it to the our previous plot <code>p</code> using the plot!() function. </p><pre><code class="language-julia hljs">plot!(p,obs, :time, :x)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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-<p>Then, we can use the evaluate() function to calculate the error between the observed and simulated values. The index will be time by default and the target will be the variables we want to compare. </p><pre><code class="language-julia hljs">evaluate(obs, df; index = :time, target = :x, metric = :rmse)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">0.10466658629266519</code></pre><p>In addition to being able to compare two DataFrames, the evaluate() function can also be used to compare a system to a DataFrame.</p><pre><code class="language-julia hljs">evaluate(S, est; target = :a, stop = 10)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">0.05000000000000001</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../julia/">« Getting started with Julia</a><a class="docs-footer-nextpage" href="../makingamodel/">Making a model »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+est = simulate(S, config = config, stop = 10)</code></pre><div><div style = "float: left;"><span>11×5 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">time</th><th style = "text-align: left;">i</th><th style = "text-align: left;">a</th><th style = "text-align: left;">r</th><th style = "text-align: left;">x</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Float64, 𝐓, Unitful.FreeUnits{(hr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">0.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">1.0</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0525</td><td style = "text-align: right;">1.05</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">2.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.055125</td><td style = "text-align: right;">1.1025</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">3.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0578813</td><td style = "text-align: right;">1.15763</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">4.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0607753</td><td style = "text-align: right;">1.21551</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">5.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0638141</td><td style = "text-align: right;">1.27628</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">6.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0670048</td><td style = "text-align: right;">1.3401</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">7.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.070355</td><td style = "text-align: right;">1.4071</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">8.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0738728</td><td style = "text-align: right;">1.47746</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">9.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0775664</td><td style = "text-align: right;">1.55133</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">10.0 hr</td><td style = "text-align: right;">1.0</td><td style = "text-align: right;">0.05</td><td style = "text-align: right;">0.0814447</td><td style = "text-align: right;">1.62889</td></tr></tbody></table></div><p>We compare this dataset to the results of the simulation visually by adding it to the our previous plot <code>p</code> using the plot!() function. </p><pre><code class="language-julia hljs">plot!(p,obs, :time, :x)</code></pre><img src="629e2a0d.svg" alt="Example block output"/><p>Then, we can use the evaluate() function to calculate the error between the observed and simulated values. The index will be time by default and the target will be the variables we want to compare. </p><pre><code class="language-julia hljs">evaluate(obs, df; index = :time, target = :x, metric = :rmse)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">0.10466658629266519</code></pre><p>In addition to being able to compare two DataFrames, the evaluate() function can also be used to compare a system to a DataFrame.</p><pre><code class="language-julia hljs">evaluate(S, est; target = :a, stop = 10)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">0.05000000000000001</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../julia/">« Getting started with Julia</a><a class="docs-footer-nextpage" href="../makingamodel/">Making a model »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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It is a dynamic programming language as convenient as Python and R, but also provides high performance and extensibility as C/C++ and Fortran. Check the chart <a href="https://www.tiobe.com/tiobe-index/">here</a> to see where Julia stands as a programming language among other languages today; its position has been rising fast.</p><p>If you already have a fair understanding of Julia or would like to skip ahead to learning about Cropbox, please go to <a href="../cropbox/#cropbox">Getting Started With Cropbox</a>.</p><h2 id="Installing-Julia"><a class="docs-heading-anchor" href="#Installing-Julia">Installing Julia</a><a id="Installing-Julia-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Julia" title="Permalink"></a></h2><p>You can download and install Julia from the <a href="https://julialang.org/downloads/">official Julia downloads page</a>. For new users, it is recommended to install the &quot;Current stable release&quot; for Julia. In general, you will want to install the 64-bit version. If you run into an issue installing the 64-bit version, you can try the 32-bit version. During installation, select &quot;Add Julia to PATH&quot;. You can also add Julia to PATH after installation using the command-line interface (CLI).</p><p>For more detailed platform-specific instructions, you can check the <a href="https://julialang.org/downloads/platform/">official Julia instructions</a>.</p><p>If you are new to coding and require a development environment, check the <a href="../../installation/#Installation">Installation section</a> for more information.</p><h2 id="The-Julia-REPL"><a class="docs-heading-anchor" href="#The-Julia-REPL">The Julia REPL</a><a id="The-Julia-REPL-1"></a><a class="docs-heading-anchor-permalink" href="#The-Julia-REPL" title="Permalink"></a></h2><p>The quickest way to start using Julia is by opening the Julia executable or by running the command [julia] in your terminal or command prompt. In order to run [julia] from your terminal or command prompt, make sure that Julia is added to your PATH. </p><p>By doing so, you can start an interactive session of Julia, also known as the REPL, which stands for &quot;Read-Eval-Print Loop&quot;.</p><p>Using the REPL, you can start running simple commands like the following:</p><pre><code class="language-julia-repl hljs" style="display:block;">julia&gt; a = 1</code><code class="nohighlight hljs ansi" style="display:block;">1</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; b = 2</code><code class="nohighlight hljs ansi" style="display:block;">2</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; c = a + b</code><code class="nohighlight hljs ansi" style="display:block;">3</code></pre><h2 id="Variables"><a class="docs-heading-anchor" href="#Variables">Variables</a><a id="Variables-1"></a><a class="docs-heading-anchor-permalink" href="#Variables" title="Permalink"></a></h2><p>Variables in Julia refer to names that are associated with a value. The names can be associated with various different <a href="https://docs.julialang.org/en/v1/manual/types/">types</a> of values. Take a look at the following example:</p><pre><code class="language-julia-repl hljs" style="display:block;">julia&gt; a = 1</code><code class="nohighlight hljs ansi" style="display:block;">1</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; b = &quot;string&quot;</code><code class="nohighlight hljs ansi" style="display:block;">&quot;string&quot;</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; c = [a, b]</code><code class="nohighlight hljs ansi" style="display:block;">2-element Vector{Any}:
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href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/julia.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Julia"><a class="docs-heading-anchor" href="#Julia">Getting Started with Julia</a><a id="Julia-1"></a><a class="docs-heading-anchor-permalink" href="#Julia" title="Permalink"></a></h1><p>Julia is a relatively new programming language designed for scientific computing in mind. It is a dynamic programming language as convenient as Python and R, but also provides high performance and extensibility as C/C++ and Fortran. Check the chart <a href="https://www.tiobe.com/tiobe-index/">here</a> to see where Julia stands as a programming language among other languages today; its position has been rising fast.</p><p>If you already have a fair understanding of Julia or would like to skip ahead to learning about Cropbox, please go to <a href="../cropbox/#cropbox">Getting Started With Cropbox</a>.</p><h2 id="Installing-Julia"><a class="docs-heading-anchor" href="#Installing-Julia">Installing Julia</a><a id="Installing-Julia-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-Julia" title="Permalink"></a></h2><p>You can download and install Julia from the <a href="https://julialang.org/downloads/">official Julia downloads page</a>. For new users, it is recommended to install the &quot;Current stable release&quot; for Julia. In general, you will want to install the 64-bit version. If you run into an issue installing the 64-bit version, you can try the 32-bit version. During installation, select &quot;Add Julia to PATH&quot;. You can also add Julia to PATH after installation using the command-line interface (CLI).</p><p>For more detailed platform-specific instructions, you can check the <a href="https://julialang.org/downloads/platform/">official Julia instructions</a>.</p><p>If you are new to coding and require a development environment, check the <a href="../../installation/#Installation">Installation section</a> for more information.</p><h2 id="The-Julia-REPL"><a class="docs-heading-anchor" href="#The-Julia-REPL">The Julia REPL</a><a id="The-Julia-REPL-1"></a><a class="docs-heading-anchor-permalink" href="#The-Julia-REPL" title="Permalink"></a></h2><p>The quickest way to start using Julia is by opening the Julia executable or by running the command [julia] in your terminal or command prompt. In order to run [julia] from your terminal or command prompt, make sure that Julia is added to your PATH. </p><p>By doing so, you can start an interactive session of Julia, also known as the REPL, which stands for &quot;Read-Eval-Print Loop&quot;.</p><p>Using the REPL, you can start running simple commands like the following:</p><pre><code class="language-julia-repl hljs" style="display:block;">julia&gt; a = 1</code><code class="nohighlight hljs ansi" style="display:block;">1</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; b = 2</code><code class="nohighlight hljs ansi" style="display:block;">2</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; c = a + b</code><code class="nohighlight hljs ansi" style="display:block;">3</code></pre><h2 id="Variables"><a class="docs-heading-anchor" href="#Variables">Variables</a><a id="Variables-1"></a><a class="docs-heading-anchor-permalink" href="#Variables" title="Permalink"></a></h2><p>Variables in Julia refer to names that are associated with a value. The names can be associated with various different <a href="https://docs.julialang.org/en/v1/manual/types/">types</a> of values. Take a look at the following example:</p><pre><code class="language-julia-repl hljs" style="display:block;">julia&gt; a = 1</code><code class="nohighlight hljs ansi" style="display:block;">1</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; b = &quot;string&quot;</code><code class="nohighlight hljs ansi" style="display:block;">&quot;string&quot;</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; c = [a, b]</code><code class="nohighlight hljs ansi" style="display:block;">2-element Vector{Any}:
  1
-  &quot;string&quot;</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; d = @system D</code><code class="nohighlight hljs ansi" style="display:block;">Main.D</code></pre><div class="admonition is-warning"><header class="admonition-header">Warning</header><div class="admonition-body"><p>Julia variables are not to be confused with Cropbox <a href="../../guide/variable/#variable">variables</a> defined within Cropbox <a href="tutorials/@id system">systems</a>.</p></div></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../installation/">« Installation</a><a class="docs-footer-nextpage" href="../cropbox/">Getting started with Cropbox »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+  &quot;string&quot;</code><br/><code class="language-julia-repl hljs" style="display:block;">julia&gt; d = @system D</code><code class="nohighlight hljs ansi" style="display:block;">Main.D</code></pre><div class="admonition is-warning"><header class="admonition-header">Warning</header><div class="admonition-body"><p>Julia variables are not to be confused with Cropbox <a href="../../guide/variable/#variable">variables</a> defined within Cropbox <a href="../../guide/system/#system">systems</a>.</p></div></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../installation/">« Installation</a><a class="docs-footer-nextpage" href="../cropbox/">Getting started with Cropbox »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:40">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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diff --git a/dev/tutorials/makingamodel/54d702fa.svg b/dev/tutorials/makingamodel/54d702fa.svg
new file mode 100644
index 00000000..ed2007da
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1.16,12.81 1.17,12.81 1.17,12.82 1.17,12.83 1.18,12.83 1.18,12.84 1.18,12.84 1.19,12.85 1.19,12.85 1.19,12.86 1.2,12.86 1.2,12.87 1.2,12.87 1.2,12.88 1.21,12.88 1.21,12.89 1.21,12.89 1.22,12.9 1.22,12.9 1.22,12.91 1.23,12.91 1.23,12.92 1.23,12.92 1.24,12.93 1.24,12.93 1.24,12.94 1.25,12.95 1.25,12.95 1.25,12.96 1.25,12.96 1.26,12.97 1.26,12.97 1.26,12.98 1.27,12.98 1.27,12.99 1.27,12.99 1.28,13 1.28,13 1.28,13.01 1.29,13.01 1.29,13.02 1.29,13.02 1.3,13.02 1.3,13.03 1.3,13.03 1.3,13.04 1.31,13.04 1.31,13.05 1.31,13.05 1.32,13.06 1.32,13.06 1.32,13.07 1.33,13.07 1.33,13.08 1.33,13.08 1.34,13.09 1.34,13.09 1.34,13.1 1.35,13.1 1.35,13.11 1.35,13.11 1.35,13.12 1.36,13.12 1.36,13.12 1.36,13.13 1.37,13.13 1.37,13.14 1.37,13.14 1.38,13.15 1.38,13.15 1.38,13.16 1.39,13.16 1.39,13.17 1.39,13.17 1.4,13.18 1.4,13.18 1.4,13.18 1.4,13.19 1.41,13.19 1.41,13.2 1.41,13.2 1.42,13.21 1.42,13.21 1.42,13.22 1.43,13.22 1.43,13.22 1.43,13.23 1.44,13.23 1.44,13.24 1.44,13.24 1.45,13.25 1.45,13.25 1.45,13.25 1.45,13.26 1.46,13.26 1.46,13.27 1.46,13.27 1.47,13.28 1.47,13.28 1.47,13.28 1.48,13.29 1.48,13.29 1.48,13.3 1.49,13.3 1.49,13.3 1.49,13.31 1.49,13.31 1.5,13.32 1.5,13.32 1.5,13.33 1.51,13.33 1.51,13.33 1.51,13.34 1.52,13.34 1.52,13.35 1.52,13.35 1.53,13.35 1.53,13.36 1.53,13.36 1.54,13.37 1.54,13.37 1.54,13.37 1.54,13.38 1.55,13.38 1.55,13.39 1.55,13.39 1.56,13.39 1.56,13.4 1.56,13.4 1.57,13.41 1.57,13.41 1.57,13.41 1.58,13.42 1.58,13.42 1.58,13.42 1.59,13.43 1.59,13.43 1.59,13.44 1.59,13.44 1.6,13.44 1.6,13.45 1.6,13.45 1.61,13.45 1.61,13.46 1.61,13.46 1.62,13.47 1.62,13.47 1.62,13.47 1.63,13.48 1.63,13.48 1.63,13.48 1.64,13.49 1.64,13.49 1.64,13.49 1.64,13.5 1.65,13.5 1.65,13.5 1.65,13.51 1.66,13.51 1.66,13.52 1.66,13.52 1.67,13.52 1.67,13.53 1.67,13.53 1.68,13.53 1.68,13.54 1.68,13.54 1.69,13.54 1.69,13.55 1.69,13.55 1.69,13.55 1.7,13.56 1.7,13.56 1.7,13.56 1.71,13.57 1.71,13.57 1.71,13.57 1.72,13.58 1.72,13.58 1.72,13.58 1.73,13.59 1.73,13.59 1.73,13.59 1.74,13.6 1.74,13.6 1.74,13.6 1.74,13.61 1.75,13.61 1.75,13.61 1.75,13.62 1.76,13.62 1.76,13.62 1.76,13.62 1.77,13.63 1.77,13.63 1.77,13.63 1.78,13.64 1.78,13.64 1.78,13.64 1.78,13.65 1.79,13.65 1.79,13.65 1.79,13.65 1.8,13.66 1.8,13.66 1.8,13.66 1.81,13.67 1.81,13.67 1.81,13.67 1.82,13.68 1.82,13.68 1.82,13.68 1.83,13.68 1.83,13.69 1.83,13.69 1.83,13.69 1.84,13.7 1.84,13.7 1.84,13.7 1.85,13.7 1.85,13.71 1.85,13.71 1.86,13.71 1.86,13.71 1.86,13.72 1.87,13.72 1.87,13.72 1.87,13.73 1.88,13.73 1.88,13.73 1.88,13.73 1.88,13.74 1.89,13.74 1.89,13.74 1.89,13.74 1.9,13.75 1.9,13.75 1.9,13.75 1.91,13.75 1.91,13.76 1.91,13.76 1.92,13.76 1.92,13.76 1.92,13.77 1.93,13.77 1.93,13.77 1.93,13.77 1.93,13.78 1.94,13.78 1.94,13.78 1.94,13.78 1.95,13.79 1.95,13.79 1.95,13.79 1.96,13.79 1.96,13.8 1.96,13.8 1.97,13.8 1.97,13.8 1.97,13.81 1.98,13.81 1.98,13.81 1.98,13.81 1.98,13.81 1.99,13.82 1.99,13.82 1.99,13.82 2,13.82 2,13.83 2,13.83 2.01,13.83 2.01,13.83 2.01,13.83 2.02,13.84 2.02,13.84 2.02,13.84 2.02,13.84 2.03,13.84 2.03,13.85 2.03,13.85 2.04,13.85 2.04,13.85 2.04,13.86 2.05,13.86 2.05,13.86 2.05,13.86 2.06,13.86 2.06,13.86 2.06,13.87 2.07,13.87 2.07,13.87 2.07,13.87 2.07,13.87 2.08,13.88 2.08,13.88 2.08,13.88 2.09,13.88 2.09,13.88 2.09,13.89 2.1,13.89 2.1,13.89 2.1,13.89 2.11,13.89 2.11,13.89 2.11,13.9 2.12,13.9 2.12,13.9 2.12,13.9 2.12,13.9 2.13,13.9 2.13,13.91 2.13,13.91 2.14,13.91 2.14,13.91 2.14,13.91 2.15,13.91 2.15,13.92 2.15,13.92 2.16,13.92 2.16,13.92 2.16,13.92 2.17,13.92 2.17,13.93 2.17,13.93 2.17,13.93 2.18,13.93 2.18,13.93 2.18,13.93 2.19,13.93 2.19,13.94 2.19,13.94 2.2,13.94 2.2,13.94 2.2,13.94 2.21,13.94 2.21,13.94 2.21,13.95 2.22,13.95 2.22,13.95 2.22,13.95 2.22,13.95 2.23,13.95 2.23,13.95 2.23,13.95 2.24,13.96 2.24,13.96 2.24,13.96 2.25,13.96 2.25,13.96 2.25,13.96 2.26,13.96 2.26,13.96 2.26,13.97 2.27,13.97 2.27,13.97 2.27,13.97 2.27,13.97 2.28,13.97 2.28,13.97 2.28,13.97 2.29,13.97 2.29,13.97 2.29,13.98 2.3,13.98 2.3,13.98 2.3,13.98 2.31,13.98 2.31,13.98 2.31,13.98 2.31,13.98 2.32,13.98 2.32,13.98 2.32,13.99 2.33,13.99 2.33,13.99 2.33,13.99 2.34,13.99 2.34,13.99 2.34,13.99 2.35,13.99 2.35,13.99 2.35,13.99 2.36,13.99 2.36,13.99 2.36,13.99 2.36,14 2.37,14 2.37,14 2.37,14 2.38,14 2.38,14 2.38,14 2.39,14 2.39,14 2.39,14 2.4,14 2.4,14 2.4,14 2.41,14 2.41,14 2.41,14 2.41,14 2.42,14.01 2.42,14.01 2.42,14.01 2.43,14.01 2.43,14.01 2.43,14.01 2.44,14.01 2.44,14.01 2.44,14.01 2.45,14.01 2.45,14.01 2.45,14.01 2.46,14.01 2.46,14.01 2.46,14.01 2.46,14.01 2.47,14.01 2.47,14.01 2.47,14.01 2.48,14.01 2.48,14.01 2.48,14.01 2.49,14.01 2.49,14.01 2.49,14.01 2.5,14.01 2.5,14.01 2.5,14.01 2.51,14.01 2.51,14.01 2.51,14.01 2.51,14.01 2.52,14.01 2.52,14.01 2.52,14.01 2.53,14.01 2.53,14.01 2.53,14.01 2.54,14.01 2.54,14.01 2.54,14.01 2.55,14.01 2.55,14.01 2.55,14.01 2.55,14.01 2.56,14.01 2.56,14.01 2.56,14.01 2.57,14.01 2.57,14.01 2.57,14.01 2.58,14.01 2.58,14.01 2.58,14.01 2.59,14.01 2.59,14.01 2.59,14.01 2.6,14.01 2.6,14.01 2.6,14.01 2.6,14.01 2.61,14.01 2.61,14.01 2.61,14.01 2.62,14.01 2.62,14.01 2.62,14.01 2.63,14.01 2.63,14.01 2.63,14 2.64,14 2.64,14 2.64,14 2.65,14 2.65,14 2.65,14 2.65,14 2.66,14 2.66,14 2.66,14 2.67,14 2.67,14 2.67,14 2.68,14 2.68,14 2.68,14 2.69,13.99 2.69,13.99 2.69,13.99 2.7,13.99 2.7,13.99 2.7,13.99 2.7,13.99 2.71,13.99 2.71,13.99 2.71,13.99 2.72,13.99 2.72,13.99 2.72,13.98 2.73,13.98 2.73,13.98 2.73,13.98 2.74,13.98 2.74,13.98 2.74,13.98 2.75,13.98 2.75,13.98 2.75,13.98 2.75,13.97 2.76,13.97 2.76,13.97 2.76,13.97 2.77,13.97 2.77,13.97 2.77,13.97 2.78,13.97 2.78,13.97 2.78,13.96 2.79,13.96 2.79,13.96 2.79,13.96 2.8,13.96 2.8,13.96 2.8,13.96 2.8,13.96 2.81,13.95 2.81,13.95 2.81,13.95 2.82,13.95 2.82,13.95 2.82,13.95 2.83,13.95 2.83,13.95 2.83,13.94 2.84,13.94 2.84,13.94 2.84,13.94 2.84,13.94 2.85,13.94 2.85,13.93 2.85,13.93 2.86,13.93 2.86,13.93 2.86,13.93 2.87,13.93 2.87,13.93 2.87,13.92 2.88,13.92 2.88,13.92 2.88,13.92 2.89,13.92 2.89,13.92 2.89,13.91 2.89,13.91 2.9,13.91 2.9,13.91 2.9,13.91 2.91,13.9 2.91,13.9 2.91,13.9 2.92,13.9 2.92,13.9 2.92,13.9 2.93,13.89 2.93,13.89 2.93,13.89 2.94,13.89 2.94,13.89 2.94,13.88 2.94,13.88 2.95,13.88 2.95,13.88 2.95,13.88 2.96,13.87 2.96,13.87 2.96,13.87 2.97,13.87 2.97,13.87 2.97,13.86 2.98,13.86 2.98,13.86 2.98,13.86 2.99,13.85 2.99,13.85 2.99,13.85 2.99,13.85 3,13.85 3,13.84 3,13.84 3.01,13.84 3.01,13.84 3.01,13.83 3.02,13.83 3.02,13.83 3.02,13.83 3.03,13.82 3.03,13.82 3.03,13.82 3.04,13.82 3.04,13.81 3.04,13.81 3.04,13.81 3.05,13.81 3.05,13.8 3.05,13.8 3.06,13.8 3.06,13.8 3.06,13.79 3.07,13.79 3.07,13.79 3.07,13.79 3.08,13.78 3.08,13.78 3.08,13.78 3.08,13.78 3.09,13.77 3.09,13.77 3.09,13.77 3.1,13.76 3.1,13.76 3.1,13.76 3.11,13.76 3.11,13.75 3.11,13.75 3.12,13.75 3.12,13.74 3.12,13.74 3.13,13.74 3.13,13.73 3.13,13.73 3.13,13.73 3.14,13.73 3.14,13.72 3.14,13.72 3.15,13.72 3.15,13.71 3.15,13.71 3.16,13.71 3.16,13.7 3.16,13.7 3.17,13.7 3.17,13.69 3.17,13.69 3.18,13.69 3.18,13.68 3.18,13.68 3.18,13.68 3.19,13.67 3.19,13.67 3.19,13.67 3.2,13.66 3.2,13.66 3.2,13.66 3.21,13.65 3.21,13.65 3.21,13.65 3.22,13.64 3.22,13.64 3.22,13.64 3.23,13.63 3.23,13.63 3.23,13.63 3.23,13.62 3.24,13.62 3.24,13.62 3.24,13.61 3.25,13.61 3.25,13.6 3.25,13.6 3.26,13.6 3.26,13.59 3.26,13.59 3.27,13.59 3.27,13.58 3.27,13.58 3.28,13.57 3.28,13.57 3.28,13.57 3.28,13.56 3.29,13.56 3.29,13.56 3.29,13.55 3.3,13.55 3.3,13.54 3.3,13.54 3.31,13.54 3.31,13.53 3.31,13.53 3.32,13.52 3.32,13.52 3.32,13.51 3.33,13.51 3.33,13.51 3.33,13.5 3.33,13.5 3.34,13.49 3.34,13.49 3.34,13.49 3.35,13.48 3.35,13.48 3.35,13.47 3.36,13.47 3.36,13.46 3.36,13.46 3.37,13.46 3.37,13.45 3.37,13.45 3.37,13.44 3.38,13.44 3.38,13.43 3.38,13.43 3.39,13.42 3.39,13.42 3.39,13.41 3.4,13.41 3.4,13.41 3.4,13.4 3.41,13.4 3.41,13.39 3.41,13.39 3.42,13.38 3.42,13.38 3.42,13.37 3.42,13.37 3.43,13.36 3.43,13.36 3.43,13.35 3.44,13.35 3.44,13.34 3.44,13.34 3.45,13.33 3.45,13.33 3.45,13.32 3.46,13.32 3.46,13.31 3.46,13.31 3.47,13.3 3.47,13.3 3.47,13.29 3.47,13.29 3.48,13.28 3.48,13.28 3.48,13.27 3.49,13.27 3.49,13.26 3.49,13.26 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3.79,12.67 3.79,12.66 3.79,12.65 3.8,12.65 3.8,12.64 3.8,12.63 3.81,12.62 3.81,12.62 3.81,12.61 3.81,12.6 3.82,12.59 3.82,12.59 3.82,12.58 3.83,12.57 3.83,12.56 3.83,12.55 3.84,12.55 3.84,12.54 3.84,12.53 3.85,12.52 3.85,12.52 3.85,12.51 3.86,12.5 3.86,12.49 3.86,12.48 3.86,12.48 3.87,12.47 3.87,12.46 3.87,12.45 3.88,12.44 3.88,12.43 3.88,12.43 3.89,12.42 3.89,12.41 3.89,12.4 3.9,12.39 3.9,12.39 3.9,12.38 3.9,12.37 3.91,12.36 3.91,12.35 3.91,12.34 3.92,12.34 3.92,12.33 3.92,12.32 3.93,12.31 3.93,12.3 3.93,12.29 3.94,12.28 3.94,12.28 3.94,12.27 3.95,12.26 3.95,12.25 3.95,12.24 3.95,12.23 3.96,12.22 3.96,12.21 3.96,12.21 3.97,12.2 3.97,12.19 3.97,12.18 3.98,12.17 3.98,12.16 3.98,12.15 3.99,12.14 3.99,12.13 3.99,12.12 4,12.11 4,12.11 4,12.1 4,12.09 4.01,12.08 4.01,12.07 4.01,12.06 4.02,12.05 4.02,12.04 4.02,12.03 4.03,12.02 4.03,12.01 4.03,12 4.04,11.99 4.04,11.98 4.04,11.97 4.05,11.96 4.05,11.96 4.05,11.95 4.05,11.94 4.06,11.93 4.06,11.92 4.06,11.91 4.07,11.9 4.07,11.89 4.07,11.88 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is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Making-a-Model"><a class="docs-heading-anchor" href="#Making-a-Model">Making a Model</a><a id="Making-a-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Making-a-Model" title="Permalink"></a></h1><p>This tutorial will cover the topic of creating a Cropbox model.</p><ul><li><a href="#Making-a-Model">Making a Model</a></li><li class="no-marker"><ul><li><a href="#GDD">Growing Degree-Day</a></li><li class="no-marker"><ul><li><a href="#System">System</a></li><li class="no-marker"><ul><li><a href="#Variables">Variables</a></li><li><a href="#Mixins">Mixins</a></li></ul></li><li><a href="#Configuration">Configuration</a></li><li><a href="#Simulation">Simulation</a></li><li><a href="#Visualization">Visualization</a></li></ul></li><li><a href="#Lotka-Volterra-Equations">Lotka-Volterra Equations</a></li><li class="no-marker"><ul><li><a href="#System-2">System</a></li><li><a href="#Configuration-2">Configuration</a></li><li><a href="#Visualization-2">Visualization</a></li><li><a href="#Density-Dependent-Lotka-Volterra-Equations">Density-Dependent Lotka-Volterra Equations</a></li><li class="no-marker"><ul><li><a href="#System-3">System</a></li><li><a href="#Configuration-3">Configuration</a></li><li><a href="#Visualization-3">Visualization</a></li><li><a href="#Calibration">Calibration</a></li><li><a href="#Evaluation">Evaluation</a></li></ul></li></ul></li></ul></li></ul><h2 id="GDD"><a class="docs-heading-anchor" href="#GDD">Growing Degree-Day</a><a id="GDD-1"></a><a class="docs-heading-anchor-permalink" href="#GDD" title="Permalink"></a></h2><p>You might have heard the terms like growing degree days (GDD), thermal units, heat units, heat sums, temperature sums, and thermal-time that are used to relate the rate of plant or insect development to temperature. They are all synonymous. The concept of thermal-time or thermal-units derives from the long-standing observation and assumption that timing of development is primarily driven by temperature in plants and the relationship is largely linear. The linear relationship is generally held true over normal growing temperatures that are bracketed by the base temperature (<em>Tb</em>) and optimal temperature (<em>Topt</em>). Many existing crop models and tree growth models use thermal-unit approaches (e.g., GDD) for modeling phenology with some modifications to account for other factors like photoperiod, vernalization, dormancy, and stress. The growing degree days (GDD) is defined as the difference between the average daily air temperature (<em>T</em>) and the base temperature below which the developmental process stops. The bigger the difference in a day, the faster the development takes place up to a certain optimal temperature (<em>Topt</em>). The Cumulative GDD (cGDD) since the growth initiation (e.g., sowing, imbibition for germination) is then calculated by:</p><p class="math-container">\[\begin{align}
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script 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href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Tutorials</a></li><li class="is-active"><a href>Making a model</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Making a model</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/makingamodel.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Making-a-Model"><a class="docs-heading-anchor" href="#Making-a-Model">Making a Model</a><a id="Making-a-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Making-a-Model" title="Permalink"></a></h1><p>This tutorial will cover the topic of creating a Cropbox model.</p><ul><li><a href="#Making-a-Model">Making a Model</a></li><li class="no-marker"><ul><li><a href="#GDD">Growing Degree-Day</a></li><li class="no-marker"><ul><li><a href="#System">System</a></li><li class="no-marker"><ul><li><a href="#Variables">Variables</a></li><li><a href="#Mixins">Mixins</a></li></ul></li><li><a href="#Configuration">Configuration</a></li><li><a href="#Simulation">Simulation</a></li><li><a href="#Visualization">Visualization</a></li></ul></li><li><a href="#Lotka-Volterra-Equations">Lotka-Volterra Equations</a></li><li class="no-marker"><ul><li><a href="#System-2">System</a></li><li><a href="#Configuration-2">Configuration</a></li><li><a href="#Visualization-2">Visualization</a></li><li><a href="#Density-Dependent-Lotka-Volterra-Equations">Density-Dependent Lotka-Volterra Equations</a></li><li class="no-marker"><ul><li><a href="#System-3">System</a></li><li><a href="#Configuration-3">Configuration</a></li><li><a href="#Visualization-3">Visualization</a></li><li><a href="#Calibration">Calibration</a></li><li><a href="#Evaluation">Evaluation</a></li></ul></li></ul></li></ul></li></ul><h2 id="GDD"><a class="docs-heading-anchor" href="#GDD">Growing Degree-Day</a><a id="GDD-1"></a><a class="docs-heading-anchor-permalink" href="#GDD" title="Permalink"></a></h2><p>You might have heard the terms like growing degree days (GDD), thermal units, heat units, heat sums, temperature sums, and thermal-time that are used to relate the rate of plant or insect development to temperature. They are all synonymous. The concept of thermal-time or thermal-units derives from the long-standing observation and assumption that timing of development is primarily driven by temperature in plants and the relationship is largely linear. The linear relationship is generally held true over normal growing temperatures that are bracketed by the base temperature (<em>Tb</em>) and optimal temperature (<em>Topt</em>). Many existing crop models and tree growth models use thermal-unit approaches (e.g., GDD) for modeling phenology with some modifications to account for other factors like photoperiod, vernalization, dormancy, and stress. The growing degree days (GDD) is defined as the difference between the average daily air temperature (<em>T</em>) and the base temperature below which the developmental process stops. The bigger the difference in a day, the faster the development takes place up to a certain optimal temperature (<em>Topt</em>). The Cumulative GDD (cGDD) since the growth initiation (e.g., sowing, imbibition for germination) is then calculated by:</p><p class="math-container">\[\begin{align}
 \mathrm{GDD}(T) &amp;= \max \{ 0, \min \{ T, T_{opt} \} - T_b \} \\
 \mathrm{cGDD} &amp;= \sum_i^n \mathrm{GDD}(T_i) \\
 \end{align}\]</p><p>In this section, we will create a model that simulates GDD and cGDD.</p><h3 id="System"><a class="docs-heading-anchor" href="#System">System</a><a id="System-1"></a><a class="docs-heading-anchor-permalink" href="#System" title="Permalink"></a></h3><p>Let us start by making a system called <code>GrowingDegreeDay</code>. This can be done using a simple Cropbox macro <code>@system</code>. </p><pre><code class="nohighlight hljs">@system GrowingDegreeDay</code></pre><h4 id="Variables"><a class="docs-heading-anchor" href="#Variables">Variables</a><a id="Variables-1"></a><a class="docs-heading-anchor-permalink" href="#Variables" title="Permalink"></a></h4><p>From the equation, let&#39;s identify the variables we need to declare in our system. In the equation for GDD, we have two parameters <em>Topt</em> and <em>Tb</em>. Since they are fixed values, we will declare them as <code>preserve</code> variables, which are variables that remain constant throughout a simulation.</p><pre><code class="nohighlight hljs">@system GrowingDegreeDay begin
@@ -130,7 +130,7 @@ <h3 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation
     target = [:GDD, :cGDD]
 )
 
-first(s, 10)</code></pre><div><div style = "float: left;"><span>10×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">calendar.date</th><th style = "text-align: left;">GDD</th><th style = "text-align: left;">cGDD</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Date" style = "text-align: left;">Date</th><th title = "Unitful.Quantity{Float64, 𝚯, Unitful.FreeUnits{(K,), 𝚯, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Unitful.Quantity{Float64, 𝚯 𝐓, Unitful.FreeUnits{(d, K), 𝚯 𝐓, nothing}}" style = "text-align: left;">Quantity…</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: left;">2002-05-15</td><td style = "text-align: right;">6.9 K</td><td style = "text-align: right;">0.0 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: left;">2002-05-16</td><td style = "text-align: right;">10.0 K</td><td style = "text-align: right;">6.9 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: left;">2002-05-17</td><td style = "text-align: right;">13.3 K</td><td style = "text-align: right;">16.9 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: left;">2002-05-18</td><td style = "text-align: right;">4.5 K</td><td style = "text-align: right;">30.2 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: left;">2002-05-19</td><td style = "text-align: right;">1.6 K</td><td style = "text-align: right;">34.7 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: left;">2002-05-20</td><td style = "text-align: right;">2.1 K</td><td style = "text-align: right;">36.3 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: left;">2002-05-21</td><td style = "text-align: right;">0.8 K</td><td style = "text-align: right;">38.4 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: left;">2002-05-22</td><td style = "text-align: right;">3.6 K</td><td style = "text-align: right;">39.2 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: left;">2002-05-23</td><td style = "text-align: right;">6.7 K</td><td style = "text-align: right;">42.8 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: left;">2002-05-24</td><td style = "text-align: right;">12.1 K</td><td style = "text-align: right;">49.5 d K</td></tr></tbody></table></div><p><br/></p><h3 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h3><p>To end the tutorial, let&#39;s visualize the simulation using the <code>plot()</code> and <code>visualize()</code> functions.</p><p>We can input the DataFrame from our simulation in the <code>plot()</code> function to create a plot.</p><p>Here is a plot of <code>GDD</code> over time.</p><pre><code class="language-julia hljs">plot(s, &quot;calendar.date&quot;, :GDD; kind=:line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
+first(s, 10)</code></pre><div><div style = "float: left;"><span>10×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">calendar.date</th><th style = "text-align: left;">GDD</th><th style = "text-align: left;">cGDD</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Date" style = "text-align: left;">Date</th><th title = "Unitful.Quantity{Float64, 𝚯, Unitful.FreeUnits{(K,), 𝚯, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Unitful.Quantity{Float64, 𝚯 𝐓, Unitful.FreeUnits{(d, K), 𝚯 𝐓, nothing}}" style = "text-align: left;">Quantity…</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: left;">2002-05-15</td><td style = "text-align: right;">6.9 K</td><td style = "text-align: right;">0.0 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: left;">2002-05-16</td><td style = "text-align: right;">10.0 K</td><td style = "text-align: right;">6.9 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: left;">2002-05-17</td><td style = "text-align: right;">13.3 K</td><td style = "text-align: right;">16.9 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: left;">2002-05-18</td><td style = "text-align: right;">4.5 K</td><td style = "text-align: right;">30.2 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: left;">2002-05-19</td><td style = "text-align: right;">1.6 K</td><td style = "text-align: right;">34.7 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: left;">2002-05-20</td><td style = "text-align: right;">2.1 K</td><td style = "text-align: right;">36.3 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: left;">2002-05-21</td><td style = "text-align: right;">0.8 K</td><td style = "text-align: right;">38.4 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: left;">2002-05-22</td><td style = "text-align: right;">3.6 K</td><td style = "text-align: right;">39.2 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: left;">2002-05-23</td><td style = "text-align: right;">6.7 K</td><td style = "text-align: right;">42.8 d K</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: left;">2002-05-24</td><td style = "text-align: right;">12.1 K</td><td style = "text-align: right;">49.5 d K</td></tr></tbody></table></div><p><br/></p><h3 id="Visualization"><a class="docs-heading-anchor" href="#Visualization">Visualization</a><a id="Visualization-1"></a><a class="docs-heading-anchor-permalink" href="#Visualization" title="Permalink"></a></h3><p>To end the tutorial, let&#39;s visualize the simulation using the <code>plot()</code> and <code>visualize()</code> functions.</p><p>We can input the DataFrame from our simulation in the <code>plot()</code> function to create a plot.</p><p>Here is a plot of <code>GDD</code> over time.</p><pre><code class="language-julia hljs">plot(s, &quot;calendar.date&quot;, :GDD; kind=:line)</code></pre><img src="2edf5704.svg" alt="Example block output"/><p>We can also simultaneously run a new simulation and plot its result using the <code>visualize()</code> function.</p><p>Here is a plot of <code>cGDD</code> over time.</p><pre><code class="language-julia hljs">visualize(GrowingDegreeDay, &quot;calendar.date&quot;, :cGDD; config=c, stop=&quot;calendar.stop&quot;, kind=:line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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@@ -446,7 +278,7 @@ <h3 id="Simulation"><a class="docs-heading-anchor" href="#Simulation">Simulation
 <h2 id="Lotka-Volterra-Equations"><a class="docs-heading-anchor" href="#Lotka-Volterra-Equations">Lotka-Volterra Equations</a><a id="Lotka-Volterra-Equations-1"></a><a class="docs-heading-anchor-permalink" href="#Lotka-Volterra-Equations" title="Permalink"></a></h2><p>In this tutorial, we will create a model that simulates population dynamics between prey and predator using the Lotka-Volterra equations. The Lotka-Volterra equations are as follows:</p><p class="math-container">\[\begin{align}
 \frac{dN}{dt} &amp;= bN - aNP \\
 \frac{dP}{dt} &amp;= caNP - mP \\
-\end{align}\]</p><p><br/> Here is a list of variables used in the system:</p><table><tr><th style="text-align: center">Symbol</th><th style="text-align: center">Value</th><th style="text-align: center">Units</th><th style="text-align: left">Description</th></tr><tr><td style="text-align: center">t</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr}$</span></td><td style="text-align: left">Time unit used in the model</td></tr><tr><td style="text-align: center">N</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Prey population as number of individuals (state variable)</td></tr><tr><td style="text-align: center">P</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Predator population as number of individuals (state variable)</td></tr><tr><td style="text-align: center">b</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Per capital birth rate that defines the intrinsic growth rate of prey population</td></tr><tr><td style="text-align: center">a</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Attack rate or predation rate</td></tr><tr><td style="text-align: center">c</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Conversion efficiency of an eaten prey into new predator; predator&#39;s reproduction efficiency per prey consumed)</td></tr><tr><td style="text-align: center">m</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Mortality rate of predator population</td></tr></table><p><br/></p><h3 id="System-2"><a class="docs-heading-anchor" href="#System-2">System</a><a class="docs-heading-anchor-permalink" href="#System-2" title="Permalink"></a></h3><p>Let&#39;s begin by creating a <a href="tutorials/@ref System">system</a> called <code>LotkaVolterra</code>. Since this is a system that we want to simulate later on, we must include <a href="../../guide/system/#Controller"><code>Controller</code></a> as a <a href="../../guide/system/#Mixin">mixin</a>.</p><pre><code class="nohighlight hljs">@system LotkaVolterra(Controller)</code></pre><p><br/> We will first declare a time variable with a yearly unit, which we will use for plotting the model simulations later on. Recall that <code>context.clock.time</code> is a variable that keeps track of the progression of time. We are simply declaring a variable to keep track of the time in years.</p><pre><code class="nohighlight hljs">@system LotkaVolterra(Controller) begin
+\end{align}\]</p><p><br/> Here is a list of variables used in the system:</p><table><tr><th style="text-align: center">Symbol</th><th style="text-align: center">Value</th><th style="text-align: center">Units</th><th style="text-align: left">Description</th></tr><tr><td style="text-align: center">t</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr}$</span></td><td style="text-align: left">Time unit used in the model</td></tr><tr><td style="text-align: center">N</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Prey population as number of individuals (state variable)</td></tr><tr><td style="text-align: center">P</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Predator population as number of individuals (state variable)</td></tr><tr><td style="text-align: center">b</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Per capital birth rate that defines the intrinsic growth rate of prey population</td></tr><tr><td style="text-align: center">a</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Attack rate or predation rate</td></tr><tr><td style="text-align: center">c</td><td style="text-align: center">-</td><td style="text-align: center">-</td><td style="text-align: left">Conversion efficiency of an eaten prey into new predator; predator&#39;s reproduction efficiency per prey consumed)</td></tr><tr><td style="text-align: center">m</td><td style="text-align: center">-</td><td style="text-align: center"><span>$\mathrm{yr^{-1}}$</span></td><td style="text-align: left">Mortality rate of predator population</td></tr></table><p><br/></p><h3 id="System-2"><a class="docs-heading-anchor" href="#System-2">System</a><a class="docs-heading-anchor-permalink" href="#System-2" title="Permalink"></a></h3><p>Let&#39;s begin by creating a <a href="../../guide/system/#system">system</a> called <code>LotkaVolterra</code>. Since this is a system that we want to simulate later on, we must include <a href="../../guide/system/#Controller"><code>Controller</code></a> as a <a href="../../guide/system/#Mixin">mixin</a>.</p><pre><code class="nohighlight hljs">@system LotkaVolterra(Controller)</code></pre><p><br/> We will first declare a time variable with a yearly unit, which we will use for plotting the model simulations later on. Recall that <code>context.clock.time</code> is a variable that keeps track of the progression of time. We are simply declaring a variable to keep track of the time in years.</p><pre><code class="nohighlight hljs">@system LotkaVolterra(Controller) begin
     t(context.clock.time) ~ track(u&quot;yr&quot;)
 end</code></pre><p><br/> Next, we will declare the parameters in the equations as <code>preserve</code> variables. <code>preserve</code> variables are variables that remain constant throughout a simulation.</p><pre><code class="nohighlight hljs">@system LotkaVolterra(Controller) begin
     t(context.clock.time) ~ track(u&quot;yr&quot;)
@@ -513,153 +345,7 @@ <h2 id="Lotka-Volterra-Equations"><a class="docs-heading-anchor" href="#Lotka-Vo
 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">N0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">20</td></tr>
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-<p><br/></p><h3 id="Visualization-2"><a class="docs-heading-anchor" href="#Visualization-2">Visualization</a><a class="docs-heading-anchor-permalink" href="#Visualization-2" title="Permalink"></a></h3><p>Let&#39;s visualize the <code>LotkaVolterra</code> system with the configuration that we just created, using the <code>visualize()</code> function. The <code>visualize()</code> function both runs a simulation and plots the resulting DataFrame.</p><pre><code class="language-julia hljs">visualize(LotkaVolterra, :t, [:N, :P]; config = lvc, stop = 100u&quot;yr&quot;, kind = :line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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-<h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-anchor" href="#Density-Dependent-Lotka-Volterra-Equations">Density-Dependent Lotka-Volterra Equations</a><a id="Density-Dependent-Lotka-Volterra-Equations-1"></a><a class="docs-heading-anchor-permalink" href="#Density-Dependent-Lotka-Volterra-Equations" title="Permalink"></a></h3><p>Now let&#39;s try to make a density-dependent version of the original Lotka-Volterra model which incorporates a new term in the prey population rate. The new variable <em>K</em> represents the carrying capacity of the prey population.</p><p class="math-container">\[\begin{align}
+<p><br/></p><h3 id="Visualization-2"><a class="docs-heading-anchor" href="#Visualization-2">Visualization</a><a class="docs-heading-anchor-permalink" href="#Visualization-2" title="Permalink"></a></h3><p>Let&#39;s visualize the <code>LotkaVolterra</code> system with the configuration that we just created, using the <code>visualize()</code> function. The <code>visualize()</code> function both runs a simulation and plots the resulting DataFrame.</p><pre><code class="language-julia hljs">visualize(LotkaVolterra, :t, [:N, :P]; config = lvc, stop = 100u&quot;yr&quot;, kind = :line)</code></pre><img src="b612b3e4.svg" alt="Example block output"/><h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-anchor" href="#Density-Dependent-Lotka-Volterra-Equations">Density-Dependent Lotka-Volterra Equations</a><a id="Density-Dependent-Lotka-Volterra-Equations-1"></a><a class="docs-heading-anchor-permalink" href="#Density-Dependent-Lotka-Volterra-Equations" title="Permalink"></a></h3><p>Now let&#39;s try to make a density-dependent version of the original Lotka-Volterra model which incorporates a new term in the prey population rate. The new variable <em>K</em> represents the carrying capacity of the prey population.</p><p class="math-container">\[\begin{align}
 \frac{dN}{dt} &amp;= bN-\frac{b}{K}N^2-aNP \\
 \frac{dP}{dt} &amp;= caNP-mP \\
 \end{align}\]</p><h4 id="System-3"><a class="docs-heading-anchor" href="#System-3">System</a><a class="docs-heading-anchor-permalink" href="#System-3" title="Permalink"></a></h4><p>We will call this new system <code>LotkaVolterraDD</code>.</p><pre><code class="nohighlight hljs">@system LotkaVolterraDD(Controller)</code></pre><p><br/> Since we already defined the <code>LotkaVolterra</code> system, which already has most of the variables we require, we can use <code>LotkaVolterra</code> as a mixin for <code>LotkaVolterraDD</code>. This makes our task a lot simpler, as all that remains is to declare the variable <code>K</code> for carrying capacity and redeclare the variable <code>N</code> for prey population. The variable <code>N</code> in the new system will automatically overwrite the <code>N</code> from <code>LotkaVolterra</code>. </p><pre><code class="language-julia hljs">@system LotkaVolterraDD(LotkaVolterra, Controller) begin
@@ -694,2862 +380,10 @@ <h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-ancho
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 <tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">K</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">1000</td></tr>
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0.68,5.74 0.68,5.75 0.68,5.76 0.69,5.76 0.69,5.77 0.69,5.78 0.7,5.78 0.7,5.79 0.7,5.8 0.71,5.8 0.71,5.81 0.71,5.82 0.72,5.82 0.72,5.83 0.72,5.83 0.73,5.84 0.73,5.85 0.73,5.85 0.74,5.86 0.74,5.87 0.74,5.87 0.75,5.88 0.75,5.89 0.75,5.89 0.75,5.9 0.76,5.91 0.76,5.91 0.76,5.92 0.77,5.92 0.77,5.93 0.77,5.94 0.78,5.94 0.78,5.95 0.78,5.96 0.79,5.96 0.79,5.97 0.79,5.97 0.8,5.98 0.8,5.99 0.8,5.99 0.81,6 0.81,6.01 0.81,6.01 0.81,6.02 0.82,6.02 0.82,6.03 0.82,6.04 0.83,6.04 0.83,6.05 0.83,6.05 0.84,6.06 0.84,6.07 0.84,6.07 0.85,6.08 0.85,6.08 0.85,6.09 0.86,6.1 0.86,6.1 0.86,6.11 0.87,6.12 0.87,6.12 0.87,6.13 0.87,6.13 0.88,6.14 0.88,6.14 0.88,6.15 0.89,6.16 0.89,6.16 0.89,6.17 0.9,6.17 0.9,6.18 0.9,6.19 0.91,6.19 0.91,6.2 0.91,6.2 0.92,6.21 0.92,6.22 0.92,6.22 0.93,6.23 0.93,6.23 0.93,6.24 0.93,6.24 0.94,6.25 0.94,6.26 0.94,6.26 0.95,6.27 0.95,6.27 0.95,6.28 0.96,6.28 0.96,6.29 0.96,6.3 0.97,6.3 0.97,6.31 0.97,6.31 0.98,6.32 0.98,6.32 0.98,6.33 0.99,6.34 0.99,6.34 0.99,6.35 0.99,6.35 1,6.36 1,6.36 1,6.37 1.01,6.37 1.01,6.38 1.01,6.39 1.02,6.39 1.02,6.4 1.02,6.4 1.03,6.41 1.03,6.41 1.03,6.42 1.04,6.42 1.04,6.43 1.04,6.43 1.05,6.44 1.05,6.45 1.05,6.45 1.06,6.46 1.06,6.46 1.06,6.47 1.06,6.47 1.07,6.48 1.07,6.48 1.07,6.49 1.08,6.49 1.08,6.5 1.08,6.5 1.09,6.51 1.09,6.51 1.09,6.52 1.1,6.53 1.1,6.53 1.1,6.54 1.11,6.54 1.11,6.55 1.11,6.55 1.12,6.56 1.12,6.56 1.12,6.57 1.12,6.57 1.13,6.58 1.13,6.58 1.13,6.59 1.14,6.59 1.14,6.6 1.14,6.6 1.15,6.61 1.15,6.61 1.15,6.62 1.16,6.62 1.16,6.63 1.16,6.63 1.17,6.64 1.17,6.64 1.17,6.65 1.18,6.65 1.18,6.66 1.18,6.66 1.18,6.67 1.19,6.67 1.19,6.68 1.19,6.68 1.2,6.69 1.2,6.69 1.2,6.7 1.21,6.7 1.21,6.71 1.21,6.71 1.22,6.72 1.22,6.72 1.22,6.73 1.23,6.73 1.23,6.74 1.23,6.74 1.24,6.75 1.24,6.75 1.24,6.76 1.24,6.76 1.25,6.76 1.25,6.77 1.25,6.77 1.26,6.78 1.26,6.78 1.26,6.79 1.27,6.79 1.27,6.8 1.27,6.8 1.28,6.81 1.28,6.81 1.28,6.82 1.29,6.82 1.29,6.83 1.29,6.83 1.3,6.83 1.3,6.84 1.3,6.84 1.3,6.85 1.31,6.85 1.31,6.86 1.31,6.86 1.32,6.87 1.32,6.87 1.32,6.88 1.33,6.88 1.33,6.88 1.33,6.89 1.34,6.89 1.34,6.9 1.34,6.9 1.35,6.91 1.35,6.91 1.35,6.91 1.36,6.92 1.36,6.92 1.36,6.93 1.37,6.93 1.37,6.94 1.37,6.94 1.37,6.95 1.38,6.95 1.38,6.95 1.38,6.96 1.39,6.96 1.39,6.97 1.39,6.97 1.4,6.98 1.4,6.98 1.4,6.98 1.41,6.99 1.41,6.99 1.41,7 1.42,7 1.42,7 1.42,7.01 1.43,7.01 1.43,7.02 1.43,7.02 1.43,7.03 1.44,7.03 1.44,7.03 1.44,7.04 1.45,7.04 1.45,7.05 1.45,7.05 1.46,7.05 1.46,7.06 1.46,7.06 1.47,7.07 1.47,7.07 1.47,7.07 1.48,7.08 1.48,7.08 1.48,7.09 1.49,7.09 1.49,7.09 1.49,7.1 1.49,7.1 1.5,7.11 1.5,7.11 1.5,7.11 1.51,7.12 1.51,7.12 1.51,7.12 1.52,7.13 1.52,7.13 1.52,7.14 1.53,7.14 1.53,7.14 1.53,7.15 1.54,7.15 1.54,7.15 1.54,7.16 1.55,7.16 1.55,7.17 1.55,7.17 1.55,7.17 1.56,7.18 1.56,7.18 1.56,7.18 1.57,7.19 1.57,7.19 1.57,7.2 1.58,7.2 1.58,7.2 1.58,7.21 1.59,7.21 1.59,7.21 1.59,7.22 1.6,7.22 1.6,7.22 1.6,7.23 1.61,7.23 1.61,7.23 1.61,7.24 1.61,7.24 1.62,7.25 1.62,7.25 1.62,7.25 1.63,7.26 1.63,7.26 1.63,7.26 1.64,7.27 1.64,7.27 1.64,7.27 1.65,7.28 1.65,7.28 1.65,7.28 1.66,7.29 1.66,7.29 1.66,7.29 1.67,7.3 1.67,7.3 1.67,7.3 1.68,7.31 1.68,7.31 1.68,7.31 1.68,7.32 1.69,7.32 1.69,7.32 1.69,7.33 1.7,7.33 1.7,7.33 1.7,7.33 1.71,7.34 1.71,7.34 1.71,7.34 1.72,7.35 1.72,7.35 1.72,7.35 1.73,7.36 1.73,7.36 1.73,7.36 1.74,7.37 1.74,7.37 1.74,7.37 1.74,7.38 1.75,7.38 1.75,7.38 1.75,7.38 1.76,7.39 1.76,7.39 1.76,7.39 1.77,7.4 1.77,7.4 1.77,7.4 1.78,7.41 1.78,7.41 1.78,7.41 1.79,7.41 1.79,7.42 1.79,7.42 1.8,7.42 1.8,7.43 1.8,7.43 1.8,7.43 1.81,7.43 1.81,7.44 1.81,7.44 1.82,7.44 1.82,7.44 1.82,7.45 1.83,7.45 1.83,7.45 1.83,7.46 1.84,7.46 1.84,7.46 1.84,7.46 1.85,7.47 1.85,7.47 1.85,7.47 1.86,7.47 1.86,7.48 1.86,7.48 1.86,7.48 1.87,7.49 1.87,7.49 1.87,7.49 1.88,7.49 1.88,7.5 1.88,7.5 1.89,7.5 1.89,7.5 1.89,7.51 1.9,7.51 1.9,7.51 1.9,7.51 1.91,7.52 1.91,7.52 1.91,7.52 1.92,7.52 1.92,7.53 1.92,7.53 1.93,7.53 1.93,7.53 1.93,7.54 1.93,7.54 1.94,7.54 1.94,7.54 1.94,7.54 1.95,7.55 1.95,7.55 1.95,7.55 1.96,7.55 1.96,7.56 1.96,7.56 1.97,7.56 1.97,7.56 1.97,7.57 1.98,7.57 1.98,7.57 1.98,7.57 1.99,7.57 1.99,7.58 1.99,7.58 1.99,7.58 2,7.58 2,7.58 2,7.59 2.01,7.59 2.01,7.59 2.01,7.59 2.02,7.6 2.02,7.6 2.02,7.6 2.03,7.6 2.03,7.6 2.03,7.61 2.04,7.61 2.04,7.61 2.04,7.61 2.05,7.61 2.05,7.62 2.05,7.62 2.05,7.62 2.06,7.62 2.06,7.62 2.06,7.63 2.07,7.63 2.07,7.63 2.07,7.63 2.08,7.63 2.08,7.63 2.08,7.64 2.09,7.64 2.09,7.64 2.09,7.64 2.1,7.64 2.1,7.65 2.1,7.65 2.11,7.65 2.11,7.65 2.11,7.65 2.11,7.65 2.12,7.66 2.12,7.66 2.12,7.66 2.13,7.66 2.13,7.66 2.13,7.66 2.14,7.67 2.14,7.67 2.14,7.67 2.15,7.67 2.15,7.67 2.15,7.67 2.16,7.68 2.16,7.68 2.16,7.68 2.17,7.68 2.17,7.68 2.17,7.68 2.17,7.69 2.18,7.69 2.18,7.69 2.18,7.69 2.19,7.69 2.19,7.69 2.19,7.69 2.2,7.7 2.2,7.7 2.2,7.7 2.21,7.7 2.21,7.7 2.21,7.7 2.22,7.7 2.22,7.71 2.22,7.71 2.23,7.71 2.23,7.71 2.23,7.71 2.24,7.71 2.24,7.71 2.24,7.71 2.24,7.72 2.25,7.72 2.25,7.72 2.25,7.72 2.26,7.72 2.26,7.72 2.26,7.72 2.27,7.72 2.27,7.73 2.27,7.73 2.28,7.73 2.28,7.73 2.28,7.73 2.29,7.73 2.29,7.73 2.29,7.73 2.3,7.73 2.3,7.74 2.3,7.74 2.3,7.74 2.31,7.74 2.31,7.74 2.31,7.74 2.32,7.74 2.32,7.74 2.32,7.74 2.33,7.74 2.33,7.75 2.33,7.75 2.34,7.75 2.34,7.75 2.34,7.75 2.35,7.75 2.35,7.75 2.35,7.75 2.36,7.75 2.36,7.75 2.36,7.75 2.36,7.75 2.37,7.76 2.37,7.76 2.37,7.76 2.38,7.76 2.38,7.76 2.38,7.76 2.39,7.76 2.39,7.76 2.39,7.76 2.4,7.76 2.4,7.76 2.4,7.76 2.41,7.76 2.41,7.77 2.41,7.77 2.42,7.77 2.42,7.77 2.42,7.77 2.42,7.77 2.43,7.77 2.43,7.77 2.43,7.77 2.44,7.77 2.44,7.77 2.44,7.77 2.45,7.77 2.45,7.77 2.45,7.77 2.46,7.77 2.46,7.77 2.46,7.77 2.47,7.78 2.47,7.78 2.47,7.78 2.48,7.78 2.48,7.78 2.48,7.78 2.48,7.78 2.49,7.78 2.49,7.78 2.49,7.78 2.5,7.78 2.5,7.78 2.5,7.78 2.51,7.78 2.51,7.78 2.51,7.78 2.52,7.78 2.52,7.78 2.52,7.78 2.53,7.78 2.53,7.78 2.53,7.78 2.54,7.78 2.54,7.78 2.54,7.78 2.55,7.78 2.55,7.78 2.55,7.78 2.55,7.78 2.56,7.78 2.56,7.78 2.56,7.78 2.57,7.78 2.57,7.78 2.57,7.78 2.58,7.78 2.58,7.78 2.58,7.78 2.59,7.78 2.59,7.78 2.59,7.78 2.6,7.78 2.6,7.78 2.6,7.78 2.61,7.78 2.61,7.78 2.61,7.78 2.61,7.78 2.62,7.78 2.62,7.78 2.62,7.78 2.63,7.78 2.63,7.78 2.63,7.78 2.64,7.78 2.64,7.78 2.64,7.78 2.65,7.78 2.65,7.78 2.65,7.78 2.66,7.78 2.66,7.78 2.66,7.78 2.67,7.78 2.67,7.78 2.67,7.78 2.67,7.78 2.68,7.78 2.68,7.78 2.68,7.78 2.69,7.78 2.69,7.78 2.69,7.78 2.7,7.78 2.7,7.77 2.7,7.77 2.71,7.77 2.71,7.77 2.71,7.77 2.72,7.77 2.72,7.77 2.72,7.77 2.73,7.77 2.73,7.77 2.73,7.77 2.73,7.77 2.74,7.77 2.74,7.77 2.74,7.77 2.75,7.77 2.75,7.77 2.75,7.77 2.76,7.76 2.76,7.76 2.76,7.76 2.77,7.76 2.77,7.76 2.77,7.76 2.78,7.76 2.78,7.76 2.78,7.76 2.79,7.76 2.79,7.76 2.79,7.76 2.79,7.76 2.8,7.75 2.8,7.75 2.8,7.75 2.81,7.75 2.81,7.75 2.81,7.75 2.82,7.75 2.82,7.75 2.82,7.75 2.83,7.75 2.83,7.75 2.83,7.74 2.84,7.74 2.84,7.74 2.84,7.74 2.85,7.74 2.85,7.74 2.85,7.74 2.86,7.74 2.86,7.74 2.86,7.74 2.86,7.73 2.87,7.73 2.87,7.73 2.87,7.73 2.88,7.73 2.88,7.73 2.88,7.73 2.89,7.73 2.89,7.73 2.89,7.72 2.9,7.72 2.9,7.72 2.9,7.72 2.91,7.72 2.91,7.72 2.91,7.72 2.92,7.72 2.92,7.71 2.92,7.71 2.92,7.71 2.93,7.71 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-<p><br/></p><h4 id="Calibration"><a class="docs-heading-anchor" href="#Calibration">Calibration</a><a id="Calibration-1"></a><a class="docs-heading-anchor-permalink" href="#Calibration" title="Permalink"></a></h4><p>If you want to calibrate the parameters according to a particular dataset, Cropbox provides the <code>calibrate()</code> function, which relies on <a href="https://github.com/robertfeldt/BlackBoxOptim.jl">BlackBoxOptim.jl</a> for global optimization methods. If you are interested in local optimization methods, refer to <a href="https://github.com/JuliaNLSolvers/Optim.jl">Optim.jl</a> package for more information.</p><p>For this tutorial, we will use a dataset containing the number of pelts (in thousands) of Canadian lynx and snowshoe hare traded by the Hudson Bay Trading Company in Canada from 1845 to 1935. The data is available <a href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/pelts.csv">here</a>.</p><p>If you are unsure how to read CSV files, check the following <a href="https://csv.juliadata.org/stable/reading.html#CSV.read">documentation</a>. You can also follow the template below (make sure <code>path</code> corresponds to the path to your data file).</p><pre><code class="nohighlight hljs">using CSV, DataFrames
+<p><br/></p><h4 id="Visualization-3"><a class="docs-heading-anchor" href="#Visualization-3">Visualization</a><a class="docs-heading-anchor-permalink" href="#Visualization-3" title="Permalink"></a></h4><p>Once again, let&#39;s visualize the system using the <code>visualize()</code> function.</p><pre><code class="language-julia hljs">visualize(LotkaVolterraDD, :t, [:N, :P]; config = lvddc, stop = 100u&quot;yr&quot;, kind = :line)</code></pre><img src="54d702fa.svg" alt="Example block output"/><p><br/></p><h4 id="Calibration"><a class="docs-heading-anchor" href="#Calibration">Calibration</a><a id="Calibration-1"></a><a class="docs-heading-anchor-permalink" href="#Calibration" title="Permalink"></a></h4><p>If you want to calibrate the parameters according to a particular dataset, Cropbox provides the <code>calibrate()</code> function, which relies on <a href="https://github.com/robertfeldt/BlackBoxOptim.jl">BlackBoxOptim.jl</a> for global optimization methods. If you are interested in local optimization methods, refer to <a href="https://github.com/JuliaNLSolvers/Optim.jl">Optim.jl</a> package for more information.</p><p>For this tutorial, we will use a dataset containing the number of pelts (in thousands) of Canadian lynx and snowshoe hare traded by the Hudson Bay Trading Company in Canada from 1845 to 1935. The data is available <a href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/pelts.csv">here</a>.</p><p>If you are unsure how to read CSV files, check the following <a href="https://csv.juliadata.org/stable/reading.html#CSV.read">documentation</a>. You can also follow the template below (make sure <code>path</code> corresponds to the path to your data file).</p><pre><code class="nohighlight hljs">using CSV, DataFrames
 
 pelts = CSV.read(path, DataFrame)</code></pre><p>The data should look something like the this:</p><pre><code class="language-julia hljs">first(pelts, 3)</code></pre><div><div style = "float: left;"><span>3×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">Year (yr)</th><th style = "text-align: left;">Hare</th><th style = "text-align: left;">Lynx</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Int64" style = "text-align: left;">Int64</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">1845</td><td style = "text-align: right;">19.58</td><td style = "text-align: right;">30.09</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1846</td><td style = "text-align: right;">19.6</td><td style = "text-align: right;">45.15</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">1847</td><td style = "text-align: right;">19.61</td><td style = "text-align: right;">49.15</td></tr></tbody></table></div><p><br/> Recall that we can use the <code>unitfy()</code> function in Cropbox to automatically assign units when they are specified in the column headers.</p><pre><code class="language-julia hljs">pelts = unitfy(pelts)
-first(pelts, 3)</code></pre><div><div style = "float: left;"><span>3×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">Year</th><th style = "text-align: left;">Hare</th><th style = "text-align: left;">Lynx</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Int64, 𝐓, Unitful.FreeUnits{(yr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">1845 yr</td><td style = "text-align: right;">19.58</td><td style = "text-align: right;">30.09</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1846 yr</td><td style = "text-align: right;">19.6</td><td style = "text-align: right;">45.15</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">1847 yr</td><td style = "text-align: right;">19.61</td><td style = "text-align: right;">49.15</td></tr></tbody></table></div><p><br/> Let&#39;s plot the data and see what it looks like.</p><pre><code class="language-julia hljs">visualize(pelts, :Year, [:Hare, :Lynx], kind = :scatterline)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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-<p><br/> For our calibration, we will use a subset of the data covering years 1900 to 1920.</p><pre><code class="language-julia hljs">pelts_subset = @subset(pelts, 1900u&quot;yr&quot; .&lt;= :Year .&lt;= 1920u&quot;yr&quot;)</code></pre><div><div style = "float: left;"><span>21×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">Year</th><th style = "text-align: left;">Hare</th><th style = "text-align: left;">Lynx</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Int64, 𝐓, Unitful.FreeUnits{(yr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">1900 yr</td><td style = "text-align: right;">12.82</td><td style = "text-align: right;">7.13</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1901 yr</td><td style = "text-align: right;">4.72</td><td style = "text-align: right;">9.47</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">1902 yr</td><td style = "text-align: right;">4.73</td><td style = "text-align: right;">14.86</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">1903 yr</td><td style = "text-align: right;">37.22</td><td style = "text-align: right;">31.47</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">1904 yr</td><td style = "text-align: right;">69.72</td><td style = "text-align: right;">60.57</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">1905 yr</td><td style = "text-align: right;">57.78</td><td style = "text-align: right;">63.51</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">1906 yr</td><td style = "text-align: right;">28.68</td><td style = "text-align: right;">54.7</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">1907 yr</td><td style = "text-align: right;">23.37</td><td style = "text-align: right;">6.3</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">1908 yr</td><td style = "text-align: right;">21.54</td><td style = "text-align: right;">3.41</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">1909 yr</td><td style = "text-align: right;">26.34</td><td style = "text-align: right;">5.44</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">1910 yr</td><td style = "text-align: right;">53.1</td><td style = "text-align: right;">11.65</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">12</td><td style = "text-align: right;">1911 yr</td><td style = "text-align: right;">68.48</td><td style = "text-align: right;">20.35</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">13</td><td style = "text-align: right;">1912 yr</td><td style = "text-align: right;">75.58</td><td style = "text-align: right;">32.88</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">14</td><td style = "text-align: right;">1913 yr</td><td style = "text-align: right;">57.92</td><td style = "text-align: right;">39.55</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">15</td><td style = "text-align: right;">1914 yr</td><td style = "text-align: right;">40.97</td><td style = "text-align: right;">43.36</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">16</td><td style = "text-align: right;">1915 yr</td><td style = "text-align: right;">24.95</td><td style = "text-align: right;">40.83</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">17</td><td style = "text-align: right;">1916 yr</td><td style = "text-align: right;">12.59</td><td style = "text-align: right;">30.36</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">18</td><td style = "text-align: right;">1917 yr</td><td style = "text-align: right;">4.97</td><td style = "text-align: right;">17.18</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">19</td><td style = "text-align: right;">1918 yr</td><td style = "text-align: right;">4.5</td><td style = "text-align: right;">6.82</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">20</td><td style = "text-align: right;">1919 yr</td><td style = "text-align: right;">11.21</td><td style = "text-align: right;">3.19</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">21</td><td style = "text-align: right;">1920 yr</td><td style = "text-align: right;">56.6</td><td style = "text-align: right;">3.52</td></tr></tbody></table></div><p><br/> Before we calibrate the parameters for <code>LotkaVolterra</code>, let&#39;s add one new variable to the system. We will name this variable <code>y</code> for year. The purpose of <code>y</code> is to keep track of the year in the same manner as the dataset.</p><pre><code class="language-julia hljs">@system LotkaVolterra(Controller) begin
+first(pelts, 3)</code></pre><div><div style = "float: left;"><span>3×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">Year</th><th style = "text-align: left;">Hare</th><th style = "text-align: left;">Lynx</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Int64, 𝐓, Unitful.FreeUnits{(yr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">1845 yr</td><td style = "text-align: right;">19.58</td><td style = "text-align: right;">30.09</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1846 yr</td><td style = "text-align: right;">19.6</td><td style = "text-align: right;">45.15</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">1847 yr</td><td style = "text-align: right;">19.61</td><td style = "text-align: right;">49.15</td></tr></tbody></table></div><p><br/> Let&#39;s plot the data and see what it looks like.</p><pre><code class="language-julia hljs">visualize(pelts, :Year, [:Hare, :Lynx], kind = :scatterline)</code></pre><img src="9000dde3.svg" alt="Example block output"/><p><br/> For our calibration, we will use a subset of the data covering years 1900 to 1920.</p><pre><code class="language-julia hljs">pelts_subset = @subset(pelts, 1900u&quot;yr&quot; .&lt;= :Year .&lt;= 1920u&quot;yr&quot;)</code></pre><div><div style = "float: left;"><span>21×3 DataFrame</span></div><div style = "clear: both;"></div></div><div class = "data-frame" style = "overflow-x: scroll;"><table class = "data-frame" style = "margin-bottom: 6px;"><thead><tr class = "header"><th class = "rowNumber" style = "font-weight: bold; text-align: right;">Row</th><th style = "text-align: left;">Year</th><th style = "text-align: left;">Hare</th><th style = "text-align: left;">Lynx</th></tr><tr class = "subheader headerLastRow"><th class = "rowNumber" style = "font-weight: bold; text-align: right;"></th><th title = "Unitful.Quantity{Int64, 𝐓, Unitful.FreeUnits{(yr,), 𝐓, nothing}}" style = "text-align: left;">Quantity…</th><th title = "Float64" style = "text-align: left;">Float64</th><th title = "Float64" style = "text-align: left;">Float64</th></tr></thead><tbody><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">1</td><td style = "text-align: right;">1900 yr</td><td style = "text-align: right;">12.82</td><td style = "text-align: right;">7.13</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">2</td><td style = "text-align: right;">1901 yr</td><td style = "text-align: right;">4.72</td><td style = "text-align: right;">9.47</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">3</td><td style = "text-align: right;">1902 yr</td><td style = "text-align: right;">4.73</td><td style = "text-align: right;">14.86</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">4</td><td style = "text-align: right;">1903 yr</td><td style = "text-align: right;">37.22</td><td style = "text-align: right;">31.47</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">5</td><td style = "text-align: right;">1904 yr</td><td style = "text-align: right;">69.72</td><td style = "text-align: right;">60.57</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">6</td><td style = "text-align: right;">1905 yr</td><td style = "text-align: right;">57.78</td><td style = "text-align: right;">63.51</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">7</td><td style = "text-align: right;">1906 yr</td><td style = "text-align: right;">28.68</td><td style = "text-align: right;">54.7</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">8</td><td style = "text-align: right;">1907 yr</td><td style = "text-align: right;">23.37</td><td style = "text-align: right;">6.3</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">9</td><td style = "text-align: right;">1908 yr</td><td style = "text-align: right;">21.54</td><td style = "text-align: right;">3.41</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">10</td><td style = "text-align: right;">1909 yr</td><td style = "text-align: right;">26.34</td><td style = "text-align: right;">5.44</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">11</td><td style = "text-align: right;">1910 yr</td><td style = "text-align: right;">53.1</td><td style = "text-align: right;">11.65</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">12</td><td style = "text-align: right;">1911 yr</td><td style = "text-align: right;">68.48</td><td style = "text-align: right;">20.35</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">13</td><td style = "text-align: right;">1912 yr</td><td style = "text-align: right;">75.58</td><td style = "text-align: right;">32.88</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">14</td><td style = "text-align: right;">1913 yr</td><td style = "text-align: right;">57.92</td><td style = "text-align: right;">39.55</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">15</td><td style = "text-align: right;">1914 yr</td><td style = "text-align: right;">40.97</td><td style = "text-align: right;">43.36</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">16</td><td style = "text-align: right;">1915 yr</td><td style = "text-align: right;">24.95</td><td style = "text-align: right;">40.83</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">17</td><td style = "text-align: right;">1916 yr</td><td style = "text-align: right;">12.59</td><td style = "text-align: right;">30.36</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">18</td><td style = "text-align: right;">1917 yr</td><td style = "text-align: right;">4.97</td><td style = "text-align: right;">17.18</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">19</td><td style = "text-align: right;">1918 yr</td><td style = "text-align: right;">4.5</td><td style = "text-align: right;">6.82</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">20</td><td style = "text-align: right;">1919 yr</td><td style = "text-align: right;">11.21</td><td style = "text-align: right;">3.19</td></tr><tr><td class = "rowNumber" style = "font-weight: bold; text-align: right;">21</td><td style = "text-align: right;">1920 yr</td><td style = "text-align: right;">56.6</td><td style = "text-align: right;">3.52</td></tr></tbody></table></div><p><br/> Before we calibrate the parameters for <code>LotkaVolterra</code>, let&#39;s add one new variable to the system. We will name this variable <code>y</code> for year. The purpose of <code>y</code> is to keep track of the year in the same manner as the dataset.</p><pre><code class="language-julia hljs">@system LotkaVolterra(Controller) begin
     t(context.clock.time) ~ track(u&quot;yr&quot;)
     y(t): year            ~ track::Int(u&quot;yr&quot;, round)
 
@@ -3564,815 +398,39 @@ <h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-ancho
     N(N, P, b, a):    prey_population     =&gt;     b*N - a*N*P ~ accumulate(init=N0)
     P(N, P, c, a, m): predator_population =&gt; c*a*N*P -   m*P ~ accumulate(init=P0)
 end</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Main.LotkaVolterra</code></pre><p><br/> We will now use the <code>calibrate()</code> function to find parameters that fit the data. Keep in mind that the search range for each parameter will be determined by you. We will use the <code>snap</code> option to explicitly indicate that the output should be recorded by 365-day intervals to avoid excessive rows in the DataFrame causing unnecessary slowdown. Note that we will use <code>365u&quot;d&quot;</code> instead of <code>1u&quot;yr&quot;</code> which is technically equivalent to <code>365.25u&quot;d&quot;</code> following the convention in astronomy. For information regarding syntax, please check the <a href="../../reference/simulation/#Simulation1">reference</a>.</p><pre><code class="language-julia hljs">lvcc = calibrate(LotkaVolterra, pelts_subset;
-    index = :Year =&gt; :y,
-    target = [:Hare =&gt; :N, :Lynx =&gt; :P],
-    config = :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;),
-    parameters = LotkaVolterra =&gt; (;
-        b = (0, 2),
-        a = (0, 2),
-        c = (0, 2),
-        m = (0, 2),
-        N0 = (0, 100),
-        P0 = (0, 100),
-    ),
-    stop = 20u&quot;yr&quot;,
-    snap = 365u&quot;d&quot;
-)</code></pre><p style="font-family: monospace">Config for 1 system:</p>
-<table style="font-family: monospace">
-<tr style="background-color: transparent">
-<td colspan="3" style="text-align: left; padding: 2px; padding-left: 20px; color: rebeccapurple">LotkaVolterra</th>
-</tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">b</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">1.35154</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">a</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.0512925</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">c</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.308482</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">m</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.466931</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">N0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">9.02698</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">P0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">19.2963</td></tr>
-</table>
-<p><br/> As you can see above, the <code>calibrate()</code> function will return a <code>Config</code> object for the system.</p><p>Using the new configuration, let&#39;s make a comparison plot to visualize how well the simualation with the new parameters fits the data.</p><pre><code class="language-julia hljs">p1 = visualize(pelts_subset, :Year, [:Hare, :Lynx]; kind = :scatterline)
-visualize!(p1, LotkaVolterra, :t, [:N, :P];
-    config = (lvcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
-    stop = 20u&quot;yr&quot;,
-    kind = :line,
-    colors = [1, 2],
-    names = [],
-)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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28.66,20.81 28.67,20.82 28.69,20.84 28.7,20.85 28.72,20.86 28.73,20.87 28.75,20.89 28.77,20.9 28.78,20.91 28.8,20.92 28.81,20.94 28.83,20.95 28.84,20.96 28.86,20.97 28.87,20.98 28.89,21 28.9,21.01 28.92,21.02 28.93,21.03 28.95,21.04 28.96,21.05 28.98,21.07 28.99,21.08 29.01,21.09 29.02,21.1 29.04,21.11 29.06,21.12 29.07,21.13 29.09,21.14 29.1,21.16 29.12,21.17 29.13,21.18 29.15,21.19 29.16,21.2 29.18,21.21 29.19,21.22 29.21,21.23 29.22,21.24 29.24,21.25 29.25,21.26 29.27,21.27 29.28,21.28 29.3,21.29 29.32,21.3 29.33,21.32 29.35,21.33 29.36,21.34 29.38,21.35 29.39,21.36 29.41,21.37 29.42,21.38 29.44,21.39 29.45,21.4 29.47,21.41 29.48,21.41 29.5,21.42 29.51,21.43 29.53,21.44 29.54,21.45 29.56,21.46 29.58,21.47 29.59,21.48 29.61,21.49 29.62,21.5 29.64,21.51 29.65,21.52 29.67,21.53 29.68,21.54 29.7,21.55 29.71,21.56 29.73,21.56 29.74,21.57 29.76,21.58 29.77,21.59 29.79,21.6 29.8,21.61 29.82,21.62 29.84,21.63 29.85,21.63 29.87,21.64 29.88,21.65 29.9,21.66 29.91,21.67 29.93,21.68 29.94,21.69 29.96,21.69 29.97,21.7 29.99,21.71 30,21.72 30.02,21.73 30.03,21.73 30.05,21.74 30.06,21.75 30.08,21.76 30.1,21.77 30.11,21.77 30.13,21.78 30.14,21.79 30.16,21.8 30.17,21.81 30.19,21.81 30.2,21.82 30.22,21.83 30.23,21.84 30.25,21.84 30.26,21.85 30.28,21.86 30.29,21.87 30.31,21.87 30.32,21.88 30.34,21.89 30.36,21.89 30.37,21.9 30.39,21.91 30.4,21.92 30.42,21.92 30.43,21.93 30.45,21.94 30.46,21.94 30.48,21.95 30.49,21.96 30.51,21.96 30.52,21.97 30.54,21.98 30.55,21.98 30.57,21.99 30.58,22 30.6,22 30.61,22.01 30.63,22.02 30.65,22.02 30.66,22.03 30.68,22.03 30.69,22.04 30.71,22.05 30.72,22.05 30.74,22.06 30.75,22.07 30.77,22.07 30.78,22.08 30.8,22.08 30.81,22.09 30.83,22.1 30.84,22.1 30.86,22.11 30.87,22.11 30.89,22.12 30.91,22.12 30.92,22.13 30.94,22.14 30.95,22.14 30.97,22.15 30.98,22.15 31,22.16 31.01,22.16 31.03,22.17 31.04,22.17 31.06,22.18 31.07,22.19 31.09,22.19 31.1,22.2 31.12,22.2 31.13,22.21 31.15,22.21 31.17,22.22 31.18,22.22 31.2,22.23 31.21,22.23 31.23,22.24 31.24,22.24 31.26,22.25 31.27,22.25 31.29,22.26 31.3,22.26 31.32,22.27 31.33,22.27 31.35,22.27 31.36,22.28 31.38,22.28 31.39,22.29 31.41,22.29 31.43,22.3 31.44,22.3 31.46,22.31 31.47,22.31 31.49,22.31 31.5,22.32 31.52,22.32 31.53,22.33 31.55,22.33 31.56,22.34 31.58,22.34 31.59,22.34 31.61,22.35 31.62,22.35 31.64,22.36 31.65,22.36 31.67,22.36 31.69,22.37 31.7,22.37 31.72,22.38 31.73,22.38 31.75,22.38 31.76,22.39 31.78,22.39 31.79,22.39 31.81,22.4 31.82,22.4 31.84,22.41 31.85,22.41 31.87,22.41 31.88,22.42 31.9,22.42 31.91,22.42 31.93,22.43 31.94,22.43 31.96,22.43 31.98,22.44 31.99,22.44 32.01,22.44 32.02,22.45 32.04,22.45 32.05,22.45 32.07,22.45 32.08,22.46 32.1,22.46 32.11,22.46 32.13,22.47 32.14,22.47 32.16,22.47 32.17,22.48 32.19,22.48 32.2,22.48 32.22,22.48 32.24,22.49 32.25,22.49 32.27,22.49 32.28,22.49 32.3,22.5 32.31,22.5 32.33,22.5 32.34,22.5 32.36,22.51 32.37,22.51 32.39,22.51 32.4,22.51 32.42,22.52 32.43,22.52 32.45,22.52 32.46,22.52 32.48,22.53 32.5,22.53 32.51,22.53 32.53,22.53 32.54,22.53 32.56,22.54 32.57,22.54 32.59,22.54 32.6,22.54 32.62,22.54 32.63,22.55 32.65,22.55 32.66,22.55 32.68,22.55 32.69,22.55 32.71,22.56 32.72,22.56 32.74,22.56 32.76,22.56 32.77,22.56 32.79,22.56 32.8,22.57 32.82,22.57 32.83,22.57 32.85,22.57 32.86,22.57 32.88,22.57 32.89,22.57 32.91,22.58 32.92,22.58 32.94,22.58 32.95,22.58 32.97,22.58 32.98,22.58 33,22.58 33.02,22.58 33.03,22.59 33.05,22.59 33.06,22.59 33.08,22.59 33.09,22.59 33.11,22.59 33.12,22.59 33.14,22.59 33.15,22.59 33.17,22.59 33.18,22.6 33.2,22.6 33.21,22.6 33.23,22.6 33.24,22.6 33.26,22.6 33.28,22.6 33.29,22.6 33.31,22.6 33.32,22.6 33.34,22.6 33.35,22.6 33.37,22.6 33.38,22.6 33.4,22.6 33.41,22.6 33.43,22.61 33.44,22.61 33.46,22.61 33.47,22.61 33.49,22.61 33.5,22.61 33.52,22.61 33.53,22.61 33.55,22.61 33.57,22.61 33.58,22.61 33.6,22.61 33.61,22.61 33.63,22.61 33.64,22.61 33.66,22.61 33.67,22.61 33.69,22.61 33.7,22.61 33.72,22.61 33.73,22.61 33.75,22.61 33.76,22.61 33.78,22.61 33.79,22.61 33.81,22.61 33.83,22.61 33.84,22.61 33.86,22.61 33.87,22.6 33.89,22.6 33.9,22.6 33.92,22.6 33.93,22.6 33.95,22.6 33.96,22.6 33.98,22.6 33.99,22.6 34.01,22.6 34.02,22.6 34.04,22.6 34.05,22.6 34.07,22.6 34.09,22.6 34.1,22.6 34.12,22.59 34.13,22.59 34.15,22.59 34.16,22.59 34.18,22.59 34.19,22.59 34.21,22.59 34.22,22.59 34.24,22.59 34.25,22.59 34.27,22.59 34.28,22.58 34.3,22.58 34.31,22.58 34.33,22.58 34.35,22.58 34.36,22.58 34.38,22.58 34.39,22.58 34.41,22.57 34.42,22.57 34.44,22.57 34.45,22.57 34.47,22.57 34.48,22.57 34.5,22.57 34.51,22.56 34.53,22.56 34.54,22.56 34.56,22.56 34.57,22.56 34.59,22.56 34.61,22.55 34.62,22.55 34.64,22.55 34.65,22.55 34.67,22.55 34.68,22.55 34.7,22.54 34.71,22.54 34.73,22.54 34.74,22.54 34.76,22.54 34.77,22.53 34.79,22.53 34.8,22.53 34.82,22.53 34.83,22.53 34.85,22.52 34.87,22.52 34.88,22.52 34.9,22.52 34.91,22.51 34.93,22.51 34.94,22.51 34.96,22.51 34.97,22.51 34.99,22.5 35,22.5 35.02,22.5 35.03,22.5 35.05,22.49 35.06,22.49 35.08,22.49 35.09,22.49 35.11,22.48 35.12,22.48 35.14,22.48 35.16,22.48 35.17,22.47 35.19,22.47 35.2,22.47 35.22,22.46 35.23,22.46 35.25,22.46 35.26,22.46 35.28,22.45 35.29,22.45 35.31,22.45 35.32,22.45 35.34,22.44 35.35,22.44 35.37,22.44 35.38,22.43 35.4,22.43 35.42,22.43 35.43,22.42 35.45,22.42 35.46,22.42 35.48,22.41 35.49,22.41 35.51,22.41 35.52,22.4 35.54,22.4 35.55,22.4 35.57,22.39 35.58,22.39 35.6,22.39 35.61,22.38 35.63,22.38 35.64,22.38 35.66,22.37 35.68,22.37 35.69,22.37 35.71,22.36 35.72,22.36 35.74,22.36 35.75,22.35 35.77,22.35 35.78,22.34 35.8,22.34 35.81,22.34 35.83,22.33 35.84,22.33 35.86,22.33 35.87,22.32 35.89,22.32 35.9,22.31 35.92,22.31 35.94,22.31 35.95,22.3 35.97,22.3 35.98,22.29 36,22.29 36.01,22.29 36.03,22.28 36.04,22.28 36.06,22.27 36.07,22.27 36.09,22.26 36.1,22.26 36.12,22.26 36.13,22.25 36.15,22.25 36.16,22.24 36.18,22.24 36.2,22.23 36.21,22.23 36.23,22.23 36.24,22.22 36.26,22.22 36.27,22.21 36.29,22.21 36.3,22.2 36.32,22.2 36.33,22.19 36.35,22.19 36.36,22.18 36.38,22.18 36.39,22.17 36.41,22.17 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37.72,21.65 37.74,21.65 37.75,21.64 37.77,21.63 37.79,21.62 37.8,21.62 37.82,21.61 37.83,21.6 37.85,21.59 37.86,21.59 37.88,21.58 37.89,21.57 37.91,21.56 37.92,21.56 37.94,21.55 37.95,21.54 37.97,21.53 37.98,21.53 38,21.52 38.01,21.51 38.03,21.5 38.05,21.49 38.06,21.49 38.08,21.48 38.09,21.47 38.11,21.46 38.12,21.45 38.14,21.45 38.15,21.44 38.17,21.43 38.18,21.42 38.2,21.41 38.21,21.41 38.23,21.4 38.24,21.39 38.26,21.38 38.27,21.37 38.29,21.37 38.3,21.36 38.32,21.35 38.34,21.34 38.35,21.33 38.37,21.32 38.38,21.31 38.4,21.31 38.41,21.3 38.43,21.29 38.44,21.28 38.46,21.27 38.47,21.26 38.49,21.25 38.5,21.25 38.52,21.24 38.53,21.23 38.55,21.22 38.56,21.21 38.58,21.2 38.6,21.19 38.61,21.18 38.63,21.17 38.64,21.17 38.66,21.16 38.67,21.15 38.69,21.14 38.7,21.13 38.72,21.12 38.73,21.11 38.75,21.1 38.76,21.09 38.78,21.08 38.79,21.07 38.81,21.06 38.82,21.05 38.84,21.05 38.86,21.04 38.87,21.03 38.89,21.02 38.9,21.01 38.92,21 38.93,20.99 38.95,20.98 38.96,20.97 38.98,20.96 38.99,20.95 39.01,20.94 39.02,20.93 39.04,20.92 39.05,20.91 39.07,20.9 39.08,20.89 39.1,20.88 39.12,20.87 39.13,20.86 39.15,20.85 39.16,20.84 39.18,20.83 39.19,20.82 39.21,20.81 39.22,20.8 39.24,20.79 39.25,20.78 39.27,20.77 39.28,20.76 39.3,20.75 39.31,20.74 39.33,20.73 39.34,20.72 39.36,20.7 39.38,20.69 39.39,20.68 39.41,20.67 39.42,20.66 39.44,20.65 39.45,20.64 39.47,20.63 39.48,20.62 39.5,20.61 39.51,20.6 39.53,20.59 39.54,20.58 39.56,20.56 39.57,20.55 39.59,20.54 39.6,20.53 39.62,20.52 39.64,20.51 39.65,20.5 39.67,20.49 39.68,20.48 39.7,20.46 39.71,20.45 39.73,20.44 39.74,20.43 39.76,20.42 39.77,20.41 39.79,20.4 39.8,20.38 39.82,20.37 39.83,20.36 39.85,20.35 39.86,20.34 39.88,20.33 39.89,20.31 39.91,20.3 39.93,20.29 39.94,20.28 39.96,20.27 39.97,20.25 39.99,20.24 40,20.23 40.02,20.22 40.03,20.21 40.05,20.19 40.06,20.18 40.08,20.17 40.09,20.16 40.11,20.15 40.12,20.13 40.14,20.12 40.15,20.11 40.17,20.1 40.19,20.08 40.2,20.07 40.22,20.06 40.23,20.05 40.25,20.03 40.26,20.02 40.28,20.01 40.29,19.99 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-<p><br/> Now let&#39;s try calibrating the density-dependent version of the model. Since we made a slight change to <code>LotkaVolterra</code>, let&#39;s make sure to define <code>LotkaVolterraDD</code> again.</p><pre><code class="language-julia hljs">@system LotkaVolterraDD(LotkaVolterra, Controller) begin
+    index = :Year =&gt; :y,
+    target = [:Hare =&gt; :N, :Lynx =&gt; :P],
+    config = :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;),
+    parameters = LotkaVolterra =&gt; (;
+        b = (0, 2),
+        a = (0, 2),
+        c = (0, 2),
+        m = (0, 2),
+        N0 = (0, 100),
+        P0 = (0, 100),
+    ),
+    stop = 20u&quot;yr&quot;,
+    snap = 365u&quot;d&quot;
+)</code></pre><p style="font-family: monospace">Config for 1 system:</p>
+<table style="font-family: monospace">
+<tr style="background-color: transparent">
+<td colspan="3" style="text-align: left; padding: 2px; padding-left: 20px; color: rebeccapurple">LotkaVolterra</th>
+</tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">b</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.508959</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">a</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.0192982</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">c</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">1.7184</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">m</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">1.09638</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">N0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">22.6805</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">P0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">10.7536</td></tr>
+</table>
+<p><br/> As you can see above, the <code>calibrate()</code> function will return a <code>Config</code> object for the system.</p><p>Using the new configuration, let&#39;s make a comparison plot to visualize how well the simualation with the new parameters fits the data.</p><pre><code class="language-julia hljs">p1 = visualize(pelts_subset, :Year, [:Hare, :Lynx]; kind = :scatterline)
+visualize!(p1, LotkaVolterra, :t, [:N, :P];
+    config = (lvcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
+    stop = 20u&quot;yr&quot;,
+    kind = :line,
+    colors = [1, 2],
+    names = [],
+)</code></pre><img src="1fb9ddea.svg" alt="Example block output"/><p><br/> Now let&#39;s try calibrating the density-dependent version of the model. Since we made a slight change to <code>LotkaVolterra</code>, let&#39;s make sure to define <code>LotkaVolterraDD</code> again.</p><pre><code class="language-julia hljs">@system LotkaVolterraDD(LotkaVolterra, Controller) begin
     N(N, P, K, b, a): prey_population =&gt; begin
         b*N - b/K*N^2 - a*N*P
     end ~ accumulate(init = N0)
@@ -4398,13 +456,13 @@ <h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-ancho
 <tr style="background-color: transparent">
 <td colspan="3" style="text-align: left; padding: 2px; padding-left: 20px; color: rebeccapurple">LotkaVolterraDD</th>
 </tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">b</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.896685</td></tr>
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-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">c</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.668386</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">m</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.683049</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">N0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">13.8325</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">P0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">13.8352</td></tr>
-<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">K</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">840.013</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">b</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.880817</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">a</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.0317812</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">c</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.730478</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">m</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">0.716714</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">N0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">12.6245</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">P0</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">13.5917</td></tr>
+<tr style="background-color: transparent"><td style="text-align: left; padding: 2px; padding-left: 40px; color: royalblue">K</td><td style="text-align: center; padding: 2px 10px 2px 10px; color: gray">=</td><td style="text-align: left; padding: 2px;">887.152</td></tr>
 </table>
 <p><br/> Once again, let us make a comparison plot to see how the density-dependent version of the model fares against the original dataset.</p><pre><code class="language-julia hljs">p2 = visualize(pelts_subset, :Year, [:Hare, :Lynx]; kind = :scatterline)
 visualize!(p2, LotkaVolterraDD, :t, [:N, :P];
@@ -4413,808 +471,32 @@ <h3 id="Density-Dependent-Lotka-Volterra-Equations"><a class="docs-heading-ancho
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-<p><br/></p><h4 id="Evaluation"><a class="docs-heading-anchor" href="#Evaluation">Evaluation</a><a id="Evaluation-1"></a><a class="docs-heading-anchor-permalink" href="#Evaluation" title="Permalink"></a></h4><p>We have visualized how the simulated <code>LotkaVolterra</code> and <code>LotkaVolterraDD</code> systems compare to the the original dataset. Let us obtain a metric for how well the simulations fit the original dataset using the <code>evaluate()</code> function in Cropbox. The <code>evaluate()</code> function supports numerous different metrics for evaluation. Here, we will calculate the root-mean-square error (RMSE) and modeling efficiency (EF).</p><p>Here are the evaluation metrics for <code>LotkaVolterra</code>. The numbers in the tuples correspond to hare and lynx, respectively.</p><pre><code class="language-julia hljs">evaluate(LotkaVolterra, pelts_subset;
+)</code></pre><img src="e659d091.svg" alt="Example block output"/><p><br/></p><h4 id="Evaluation"><a class="docs-heading-anchor" href="#Evaluation">Evaluation</a><a id="Evaluation-1"></a><a class="docs-heading-anchor-permalink" href="#Evaluation" title="Permalink"></a></h4><p>We have visualized how the simulated <code>LotkaVolterra</code> and <code>LotkaVolterraDD</code> systems compare to the the original dataset. Let us obtain a metric for how well the simulations fit the original dataset using the <code>evaluate()</code> function in Cropbox. The <code>evaluate()</code> function supports numerous different metrics for evaluation. Here, we will calculate the root-mean-square error (RMSE) and modeling efficiency (EF).</p><p>Here are the evaluation metrics for <code>LotkaVolterra</code>. The numbers in the tuples correspond to hare and lynx, respectively.</p><pre><code class="language-julia hljs">evaluate(LotkaVolterra, pelts_subset;
     index = :Year =&gt; :y,
     target = [:Hare =&gt; :N, :Lynx =&gt; :P],
     config = (lvcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
     stop = 20u&quot;yr&quot;,
     snap = 365u&quot;d&quot;,
     metric = :rmse,
-)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(15.594729437173806, 13.051641170362723)</code></pre><pre><code class="language-julia hljs">evaluate(LotkaVolterra, pelts_subset;
+)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(17.37148524278938, 9.760454951690196)</code></pre><pre><code class="language-julia hljs">evaluate(LotkaVolterra, pelts_subset;
     index = :Year =&gt; :y,
     target = [:Hare =&gt; :N, :Lynx =&gt; :P],
     config = (lvcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
     stop = 20u&quot;yr&quot;,
     snap = 365u&quot;d&quot;,
     metric = :ef
-)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(0.5575918847009892, 0.5492667329289193)</code></pre><p><br/> Here are the evaluation metrics for <code>LotkaVolterraDD</code>:</p><pre><code class="language-julia hljs">evaluate(LotkaVolterraDD, pelts_subset;
+)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(0.45103924288219865, 0.7479251686137505)</code></pre><p><br/> Here are the evaluation metrics for <code>LotkaVolterraDD</code>:</p><pre><code class="language-julia hljs">evaluate(LotkaVolterraDD, pelts_subset;
     index = :Year =&gt; :y,
     target = [:Hare =&gt; :N, :Lynx =&gt; :P],
     config = (lvddcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
     stop = 20u&quot;yr&quot;,
     snap = 365u&quot;d&quot;,
     metric = :rmse
-)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(16.362992461303378, 11.550484107844024)</code></pre><pre><code class="language-julia hljs">evaluate(LotkaVolterraDD, pelts_subset;
+)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(16.17943364709707, 11.70354851591861)</code></pre><pre><code class="language-julia hljs">evaluate(LotkaVolterraDD, pelts_subset;
     index = :Year =&gt; :y,
     target = [:Hare =&gt; :N, :Lynx =&gt; :P],
     config = (lvddcc, :Clock =&gt; (:init =&gt; 1900u&quot;yr&quot;, :step =&gt; 1u&quot;d&quot;)),
     stop = 20u&quot;yr&quot;,
     snap = 365u&quot;d&quot;,
     metric = :ef
-)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(0.512928344821151, 0.6469877823396)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../cropbox/">« Getting started with Cropbox</a><a class="docs-footer-nextpage" href="../usingamodel/">Using an existing model »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Friday 25 August 2023 03:43">Friday 25 August 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">(0.5237949169511267, 0.6375697135890357)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../cropbox/">« Getting started with Cropbox</a><a class="docs-footer-nextpage" href="../usingamodel/">Using an existing model »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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index 00000000..e27b41f9
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+++ b/dev/tutorials/usingamodel/6d389606.svg
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+<!-- 2&#45;&gt;53 -->
+<g id="edge13" class="edge">
+<title>2&#45;&gt;53</title>
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+<!-- 56 -->
+<g id="node56" class="node">
+<title>56</title>
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+</g>
+<!-- 2&#45;&gt;56 -->
+<g id="edge14" class="edge">
+<title>2&#45;&gt;56</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.77,-1624.17C2087.32,-1619.43 1599.5,-1592.28 1499.31,-1489 1451.99,-1440.23 1475.31,-1405.95 1475.31,-1338 1475.31,-1338 1475.31,-1338 1475.31,-1047 1475.31,-873.43 1415.06,-666.49 1401.85,-623.19"/>
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+<!-- 57 -->
+<g id="node57" class="node">
+<title>57</title>
+<text text-anchor="middle" x="1436.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆W</text>
+</g>
+<!-- 2&#45;&gt;57 -->
+<g id="edge15" class="edge">
+<title>2&#45;&gt;57</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.56,-1623.27C2094.24,-1614.6 1668.21,-1572.98 1570.31,-1489 1515.86,-1442.3 1513.31,-1409.73 1513.31,-1338 1513.31,-1338 1513.31,-1338 1513.31,-758 1513.31,-643.69 1455.62,-512.24 1440.11,-478.97"/>
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+<!-- 58 -->
+<g id="node58" class="node">
+<title>58</title>
+<text text-anchor="middle" x="307.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wc</text>
+</g>
+<!-- 2&#45;&gt;58 -->
+<g id="edge16" class="edge">
+<title>2&#45;&gt;58</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.6,-1623.59C2061.26,-1614.4 1337.53,-1561.04 1274.31,-1489 1187.38,-1389.95 1298.86,-1023.71 1266.31,-896 1248.43,-825.88 1249.31,-793.9 1190.31,-752 872.58,-526.34 700.47,-719.06 323.31,-621 321.24,-620.46 319.07,-619.75 317.02,-619.01"/>
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+<!-- 59 -->
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+<title>59</title>
+<text text-anchor="middle" x="380.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wc</text>
+</g>
+<!-- 2&#45;&gt;59 -->
+<g id="edge17" class="edge">
+<title>2&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.78,-1624.06C2083.97,-1618.66 1566.53,-1588.18 1448.31,-1489 1189.41,-1271.8 1509.79,-981.03 1261.31,-752 1121.78,-623.4 488.74,-492.7 392.57,-473.43"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="392.5,-472.7 390.4,-473 392.22,-474.07 392.5,-472.7"/>
+</g>
+<!-- 60 -->
+<g id="node60" class="node">
+<title>60</title>
+<text text-anchor="middle" x="202.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wr</text>
+</g>
+<!-- 2&#45;&gt;60 -->
+<g id="edge18" class="edge">
+<title>2&#45;&gt;60</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.53,-1625.02C2065.1,-1624.74 1379.92,-1617.17 1225.31,-1489 1144.48,-1421.99 1139.37,-1124.17 1075.31,-1041 932.53,-855.65 846.71,-852.24 635.31,-752 459.78,-668.77 401.99,-684.24 218.31,-621 216.29,-620.3 214.14,-619.53 212.09,-618.77"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="212.21,-618.06 210.09,-618.02 211.72,-619.37 212.21,-618.06"/>
+</g>
+<!-- 61 -->
+<g id="node61" class="node">
+<title>61</title>
+<text text-anchor="middle" x="304.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wr</text>
+</g>
+<!-- 2&#45;&gt;61 -->
+<g id="edge19" class="edge">
+<title>2&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.63,-1623.73C2083,-1616.58 1561.08,-1578.49 1431.31,-1489 1150.1,-1295.08 1471.93,-975.14 1213.31,-752 1065.33,-624.33 414.23,-492.59 316.58,-473.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="316.48,-472.65 314.38,-472.96 316.21,-474.03 316.48,-472.65"/>
+</g>
+<!-- 62 -->
+<g id="node62" class="node">
+<title>62</title>
+<text text-anchor="middle" x="1587.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wf</text>
+</g>
+<!-- 2&#45;&gt;62 -->
+<g id="edge20" class="edge">
+<title>2&#45;&gt;62</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.68,-1623.72C2124.47,-1618.53 1896.61,-1593.9 1749.31,-1489 1579.81,-1368.29 1589.31,-1257.08 1589.31,-1049 1589.31,-1049 1589.31,-1049 1589.31,-902 1589.31,-792.03 1587.82,-658.36 1587.41,-623.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1588.11,-623.25 1587.38,-621.26 1586.71,-623.27 1588.11,-623.25"/>
+</g>
+<!-- 63 -->
+<g id="node63" class="node">
+<title>63</title>
+<text text-anchor="middle" x="1085.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wf</text>
+</g>
+<!-- 2&#45;&gt;63 -->
+<g id="edge21" class="edge">
+<title>2&#45;&gt;63</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2193.65,-1623.94C2086.54,-1618.07 1595.17,-1586.08 1485.31,-1489 1432.54,-1442.37 1437.31,-1408.42 1437.31,-1338 1437.31,-1338 1437.31,-1338 1437.31,-1047 1437.31,-908.56 1416.42,-865.6 1337.31,-752 1254.36,-632.9 1126.31,-509.55 1093.29,-478.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1093.73,-477.9 1091.79,-477.04 1092.77,-478.92 1093.73,-477.9"/>
+</g>
+<!-- 65 -->
+<g id="node65" class="node">
+<title>65</title>
+<text text-anchor="middle" x="3222.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">Δt</text>
+</g>
+<!-- 2&#45;&gt;65 -->
+<g id="edge22" class="edge">
+<title>2&#45;&gt;65</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.9,-1622.1C2369.27,-1603.17 3118.68,-1497.6 3212.63,-1484.36"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3212.85,-1485.04 3214.73,-1484.07 3212.65,-1483.65 3212.85,-1485.04"/>
+</g>
+<!-- 66 -->
+<g id="node66" class="node">
+<title>66</title>
+<text text-anchor="middle" x="2236.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">RAIN</text>
+</g>
+<!-- 2&#45;&gt;66 -->
+<g id="edge23" class="edge">
+<title>2&#45;&gt;66</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2214.62,-1618.91C2217.05,-1571.17 2233.06,-1257.64 2235.88,-1202.33"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2236.59,-1202.21 2235.99,-1200.18 2235.19,-1202.14 2236.59,-1202.21"/>
+</g>
+<!-- 67 -->
+<g id="node67" class="node">
+<title>67</title>
+<text text-anchor="middle" x="2029.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">calendar</text>
+</g>
+<!-- 2&#45;&gt;67 -->
+<g id="edge24" class="edge">
+<title>2&#45;&gt;67</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2206.36,-1618.9C2176.66,-1596.1 2072.22,-1515.94 2039.31,-1490.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2039.45,-1489.9 2037.43,-1489.24 2038.6,-1491.01 2039.45,-1489.9"/>
+</g>
+<!-- 68 -->
+<g id="node68" class="node">
+<title>68</title>
+<text text-anchor="middle" x="1965.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">__SoilWater__i</text>
+</g>
+<!-- 2&#45;&gt;68 -->
+<g id="edge25" class="edge">
+<title>2&#45;&gt;68</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2195.21,-1618.95C2152.17,-1604.26 2047.38,-1562.42 1996.31,-1489 1964.18,-1442.82 1963.91,-1370.66 1964.84,-1346.33"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1965.55,-1346.15 1964.94,-1344.13 1964.15,-1346.1 1965.55,-1346.15"/>
+</g>
+<!-- 69 -->
+<g id="node69" class="node">
+<title>69</title>
+<text text-anchor="middle" x="2107.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">IRR</text>
+</g>
+<!-- 2&#45;&gt;69 -->
+<g id="edge26" class="edge">
+<title>2&#45;&gt;69</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2212.47,-1618.79C2206.81,-1599.57 2189.22,-1539.34 2176.31,-1489 2147.33,-1376.06 2116.8,-1237.51 2109.13,-1202.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2109.73,-1201.85 2108.62,-1200.05 2108.36,-1202.15 2109.73,-1201.85"/>
+</g>
+<!-- 86 -->
+<g id="node86" class="node">
+<title>86</title>
+<text text-anchor="middle" x="2151.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TRAIN</text>
+</g>
+<!-- 2&#45;&gt;86 -->
+<g id="edge27" class="edge">
+<title>2&#45;&gt;86</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2212.49,-1618.83C2206.93,-1599.72 2190.01,-1539.77 2181.31,-1489 2162.03,-1376.52 2153.64,-1237.64 2151.74,-1202.42"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.42,-1202.02 2151.61,-1200.07 2151.02,-1202.1 2152.42,-1202.02"/>
+</g>
+<!-- 87 -->
+<g id="node87" class="node">
+<title>87</title>
+<text text-anchor="middle" x="2053.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">⋆TRAIN</text>
+</g>
+<!-- 2&#45;&gt;87 -->
+<g id="edge28" class="edge">
+<title>2&#45;&gt;87</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2197.44,-1618.94C2156.28,-1603.38 2049.45,-1558.36 1986.31,-1489 1938.26,-1436.23 1933.03,-1413.62 1917.31,-1344 1889.67,-1221.62 2012.77,-1089.16 2045.5,-1056.56"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2046.06,-1056.99 2046.98,-1055.08 2045.07,-1055.99 2046.06,-1056.99"/>
+</g>
+<!-- 88 -->
+<g id="node88" class="node">
+<title>88</title>
+<text text-anchor="middle" x="2309.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TIRR</text>
+</g>
+<!-- 2&#45;&gt;88 -->
+<g id="edge29" class="edge">
+<title>2&#45;&gt;88</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2215.65,-1618.91C2226.17,-1571.17 2295.28,-1257.64 2307.47,-1202.33"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2308.2,-1202.28 2307.94,-1200.18 2306.83,-1201.98 2308.2,-1202.28"/>
+</g>
+<!-- 89 -->
+<g id="node89" class="node">
+<title>89</title>
+<text text-anchor="middle" x="2143.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">⋆TIRR</text>
+</g>
+<!-- 2&#45;&gt;89 -->
+<g id="edge30" class="edge">
+<title>2&#45;&gt;89</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2214.08,-1618.77C2212.61,-1579.41 2203.42,-1361.28 2175.31,-1186 2167.39,-1136.67 2151.7,-1078.71 2145.71,-1057.4"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2146.31,-1056.95 2145.09,-1055.22 2144.96,-1057.33 2146.31,-1056.95"/>
+</g>
+<!-- 90 -->
+<g id="node90" class="node">
+<title>90</title>
+<text text-anchor="middle" x="2998.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TESa</text>
+</g>
+<!-- 2&#45;&gt;90 -->
+<g id="edge31" class="edge">
+<title>2&#45;&gt;90</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.14,-1624.3C2344.26,-1620.16 2848.74,-1595.46 2952.31,-1489 3033.46,-1405.58 3007.65,-1241.56 3000.07,-1202.5"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3000.71,-1202.14 2999.64,-1200.31 2999.34,-1202.41 3000.71,-1202.14"/>
+</g>
+<!-- 91 -->
+<g id="node91" class="node">
+<title>91</title>
+<text text-anchor="middle" x="2825.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">⋆TESa</text>
+</g>
+<!-- 2&#45;&gt;91 -->
+<g id="edge32" class="edge">
+<title>2&#45;&gt;91</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.13,-1625.51C2346.05,-1627.05 2862.31,-1619.15 2862.31,-1338 2862.31,-1338 2862.31,-1338 2862.31,-613 2862.31,-502.12 2834.81,-369.11 2827.22,-334.54"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2827.83,-334.02 2826.71,-332.22 2826.46,-334.33 2827.83,-334.02"/>
+</g>
+<!-- 93 -->
+<g id="node93" class="node">
+<title>93</title>
+<text text-anchor="middle" x="2645.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TEPa</text>
+</g>
+<!-- 2&#45;&gt;93 -->
+<g id="edge33" class="edge">
+<title>2&#45;&gt;93</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.95,-1620.25C2285.25,-1607.64 2415.36,-1568.74 2488.31,-1489 2539.5,-1433.04 2514.56,-1396.9 2550.31,-1330 2578.05,-1278.08 2622.06,-1222.37 2638.67,-1202.02"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2639.46,-1202.15 2640.19,-1200.16 2638.38,-1201.27 2639.46,-1202.15"/>
+</g>
+<!-- 94 -->
+<g id="node94" class="node">
+<title>94</title>
+<text text-anchor="middle" x="2495.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">⋆TEPa</text>
+</g>
+<!-- 2&#45;&gt;94 -->
+<g id="edge34" class="edge">
+<title>2&#45;&gt;94</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2218.7,-1618.88C2232.26,-1599.92 2274.44,-1540.35 2306.31,-1489 2384.19,-1363.52 2422.19,-1339.63 2470.31,-1200 2513.64,-1074.26 2514.31,-1037 2514.31,-904 2514.31,-904 2514.31,-904 2514.31,-613 2514.31,-502.79 2500.18,-369.3 2496.29,-334.58"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2496.95,-334.16 2496.03,-332.25 2495.56,-334.32 2496.95,-334.16"/>
+</g>
+<!-- 96 -->
+<g id="node96" class="node">
+<title>96</title>
+<text text-anchor="middle" x="3437.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TROF</text>
+</g>
+<!-- 2&#45;&gt;96 -->
+<g id="edge35" class="edge">
+<title>2&#45;&gt;96</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.15,-1624.12C2386.37,-1617.58 3311.62,-1574.22 3398.31,-1489 3440.29,-1447.73 3438.43,-1246.11 3437.52,-1202.38"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3438.21,-1202.17 3437.47,-1200.18 3436.81,-1202.2 3438.21,-1202.17"/>
+</g>
+<!-- 97 -->
+<g id="node97" class="node">
+<title>97</title>
+<text text-anchor="middle" x="3492.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">⋆TROF</text>
+</g>
+<!-- 2&#45;&gt;97 -->
+<g id="edge36" class="edge">
+<title>2&#45;&gt;97</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.92,-1624.11C2386.48,-1617.34 3325.07,-1572.26 3416.31,-1489 3528.46,-1386.65 3497.56,-841.61 3492.85,-768.18"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3493.55,-768.1 3492.72,-766.15 3492.15,-768.19 3493.55,-768.1"/>
+</g>
+<!-- 98 -->
+<g id="node98" class="node">
+<title>98</title>
+<text text-anchor="middle" x="3080.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">TDRN</text>
+</g>
+<!-- 2&#45;&gt;98 -->
+<g id="edge37" class="edge">
+<title>2&#45;&gt;98</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.17,-1623.86C2346.81,-1617.4 2873.3,-1582.32 3001.31,-1489 3052.23,-1451.87 3073.11,-1371.99 3078.68,-1346.2"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3079.38,-1346.26 3079.11,-1344.16 3078.01,-1345.97 3079.38,-1346.26"/>
+</g>
+<!-- 99 -->
+<g id="node99" class="node">
+<title>99</title>
+<text text-anchor="middle" x="3314.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">⋆TDRN</text>
+</g>
+<!-- 2&#45;&gt;99 -->
+<g id="edge38" class="edge">
+<title>2&#45;&gt;99</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.97,-1625.11C2365.72,-1625.42 3077.92,-1620.94 3239.31,-1489 3331.57,-1413.58 3319.48,-1242.12 3315.29,-1202.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3315.97,-1202.04 3315.05,-1200.13 3314.57,-1202.19 3315.97,-1202.04"/>
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+<!-- 101 -->
+<g id="node101" class="node">
+<title>101</title>
+<text text-anchor="middle" x="3399.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">TINF</text>
+</g>
+<!-- 2&#45;&gt;101 -->
+<g id="edge39" class="edge">
+<title>2&#45;&gt;101</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.02,-1624.12C2383.31,-1617.6 3279.89,-1574.79 3360.31,-1489 3412.13,-1433.72 3401.16,-845.57 3399.5,-768.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3400.19,-768.2 3399.45,-766.21 3398.79,-768.23 3400.19,-768.2"/>
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+<!-- 102 -->
+<g id="node102" class="node">
+<title>102</title>
+<text text-anchor="middle" x="3364.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">⋆TINF</text>
+</g>
+<!-- 2&#45;&gt;102 -->
+<g id="edge40" class="edge">
+<title>2&#45;&gt;102</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.2,-1624.95C2367.44,-1624.28 3088.1,-1614.8 3259.31,-1489 3420.84,-1370.31 3358.31,-1249.44 3358.31,-1049 3358.31,-1049 3358.31,-1049 3358.31,-902 3358.31,-792.01 3362.77,-658.36 3364,-623.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3364.71,-623.28 3364.08,-621.26 3363.31,-623.23 3364.71,-623.28"/>
+</g>
+<!-- 103 -->
+<g id="node103" class="node">
+<title>103</title>
+<text text-anchor="middle" x="3498.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">SWC</text>
+</g>
+<!-- 2&#45;&gt;103 -->
+<g id="edge41" class="edge">
+<title>2&#45;&gt;103</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.85,-1623.84C2354.7,-1616.89 2975.56,-1577.83 3474.31,-1489 3478.16,-1488.31 3482.31,-1487.36 3486.06,-1486.41"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3486.33,-1487.06 3488.1,-1485.88 3485.98,-1485.7 3486.33,-1487.06"/>
+</g>
+<!-- 116 -->
+<g id="node116" class="node">
+<title>116</title>
+<text text-anchor="middle" x="3689.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">SWC_ADJ</text>
+</g>
+<!-- 2&#45;&gt;116 -->
+<g id="edge42" class="edge">
+<title>2&#45;&gt;116</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.81,-1624.49C2402.3,-1620.14 3542.25,-1587 3654.31,-1489 3697.45,-1451.26 3693.03,-1371.78 3690.33,-1346.15"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3691.02,-1346.03 3690.1,-1344.12 3689.63,-1346.18 3691.02,-1346.03"/>
+</g>
+<!-- 117 -->
+<g id="node117" class="node">
+<title>117</title>
+<text text-anchor="middle" x="3676.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">⋆SWC_ADJ</text>
+</g>
+<!-- 2&#45;&gt;117 -->
+<g id="edge43" class="edge">
+<title>2&#45;&gt;117</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.01,-1625.17C2383.58,-1626.06 3288.04,-1625.77 3517.31,-1489 3630.21,-1421.65 3667.68,-1243.37 3674.92,-1202.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3675.62,-1202.48 3675.28,-1200.39 3674.24,-1202.24 3675.62,-1202.48"/>
+</g>
+<!-- 118 -->
+<g id="node118" class="node">
+<title>118</title>
+<text text-anchor="middle" x="3437.31" y="-178.8" font-family="Courier,monospace" font-size="9.00">⋆SWC</text>
+</g>
+<!-- 2&#45;&gt;118 -->
+<g id="edge44" class="edge">
+<title>2&#45;&gt;118</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2235.1,-1623.62C2347.59,-1615.85 2883.3,-1574.8 3021.31,-1489 3091.6,-1445.3 3130.31,-1420.77 3130.31,-1338 3130.31,-1338 3130.31,-1338 3130.31,-1192 3130.31,-938.39 3101.74,-586.17 3260.31,-318 3299.95,-250.95 3386.45,-205.35 3421.8,-188.85"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3422.33,-189.38 3423.85,-187.9 3421.74,-188.11 3422.33,-189.38"/>
+</g>
+<!-- 4 -->
+<g id="node4" class="node">
+<title>4</title>
+<text text-anchor="middle" x="802.31" y="-1912.8" font-family="Courier,monospace" font-size="9.00">config</text>
+</g>
+<!-- 4&#45;&gt;1 -->
+<g id="edge45" class="edge">
+<title>4&#45;&gt;1</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.75,-1911.83C958.06,-1895.65 1819.99,-1794.07 1981.31,-1775.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1981.73,-1775.72 1983.64,-1774.79 1981.57,-1774.33 1981.73,-1775.72"/>
+</g>
+<!-- 4&#45;&gt;3 -->
+<g id="edge46" class="edge">
+<title>4&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1913.2C680.27,-1908.28 163.23,-1878.95 48.31,-1778 -4.6,-1731.53 0.31,-1697.42 0.31,-1627 0.31,-1627 0.31,-1627 0.31,-324 0.31,-176.91 153.61,-213.45 295.31,-174 668.01,-70.24 1954.51,-41.35 2152.61,-37.48"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.62,-38.18 2154.61,-37.44 2152.6,-36.78 2152.62,-38.18"/>
+</g>
+<!-- 4&#45;&gt;6 -->
+<g id="edge47" class="edge">
+<title>4&#45;&gt;6</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.59,-1912.97C955.43,-1905.27 1797.01,-1854.64 2039.31,-1778 2293.26,-1697.67 2407.68,-1704.43 2564.31,-1489 2597.31,-1443.61 2595.66,-1370.94 2594.02,-1346.41"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2594.7,-1346.13 2593.86,-1344.18 2593.31,-1346.23 2594.7,-1346.13"/>
+</g>
+<!-- 8 -->
+<g id="node8" class="node">
+<title>8</title>
+<text text-anchor="middle" x="714.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">DOYP</text>
+</g>
+<!-- 4&#45;&gt;8 -->
+<g id="edge48" class="edge">
+<title>4&#45;&gt;8</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M798.53,-1907.9C784.45,-1885.19 735.12,-1805.58 719.26,-1779.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="719.82,-1779.57 718.17,-1778.24 718.63,-1780.31 719.82,-1779.57"/>
+</g>
+<!-- 17 -->
+<g id="node17" class="node">
+<title>17</title>
+<text text-anchor="middle" x="1053.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">EMP1</text>
+</g>
+<!-- 4&#45;&gt;17 -->
+<g id="edge49" class="edge">
+<title>4&#45;&gt;17</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M813.09,-1907.9C853.72,-1884.91 997.43,-1803.61 1040.82,-1779.07"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1041.17,-1779.67 1042.56,-1778.08 1040.48,-1778.45 1041.17,-1779.67"/>
+</g>
+<!-- 18 -->
+<g id="node18" class="node">
+<title>18</title>
+<text text-anchor="middle" x="895.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">EMP2</text>
+</g>
+<!-- 4&#45;&gt;18 -->
+<g id="edge50" class="edge">
+<title>4&#45;&gt;18</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M806.04,-1907.74C817.14,-1888.85 850.22,-1830.51 867.31,-1778 884.49,-1725.19 892.25,-1658.36 894.54,-1635.28"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="895.25,-1635.24 894.75,-1633.18 893.86,-1635.11 895.25,-1635.24"/>
+</g>
+<!-- 19 -->
+<g id="node19" class="node">
+<title>19</title>
+<text text-anchor="middle" x="235.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Fc</text>
+</g>
+<!-- 4&#45;&gt;19 -->
+<g id="edge51" class="edge">
+<title>4&#45;&gt;19</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.12,-1912.17C690.75,-1902.46 265.6,-1854.61 161.31,-1778 99.24,-1732.41 76.31,-1704.01 76.31,-1627 76.31,-1627 76.31,-1627 76.31,-902 76.31,-834.8 65.41,-812.18 95.31,-752 126.78,-688.65 199.54,-637.8 225.71,-620.96"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="226.2,-621.47 227.51,-619.81 225.45,-620.29 226.2,-621.47"/>
+</g>
+<!-- 21 -->
+<g id="node21" class="node">
+<title>21</title>
+<text text-anchor="middle" x="1543.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">INTOT</text>
+</g>
+<!-- 4&#45;&gt;21 -->
+<g id="edge52" class="edge">
+<title>4&#45;&gt;21</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M818.13,-1907.87C914.68,-1870.48 1423.82,-1673.28 1525.59,-1633.86"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1526.02,-1634.44 1527.64,-1633.07 1525.52,-1633.14 1526.02,-1634.44"/>
+</g>
+<!-- 22 -->
+<g id="node22" class="node">
+<title>22</title>
+<text text-anchor="middle" x="1668.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">LAI0</text>
+</g>
+<!-- 4&#45;&gt;22 -->
+<g id="edge53" class="edge">
+<title>4&#45;&gt;22</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M816.7,-1907.91C858.12,-1890.15 980.75,-1836.01 1075.31,-1778 1326.93,-1623.64 1605.67,-1390.97 1659.16,-1345.76"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1659.9,-1346.06 1660.97,-1344.23 1658.99,-1344.99 1659.9,-1346.06"/>
+</g>
+<!-- 23 -->
+<g id="node23" class="node">
+<title>23</title>
+<text text-anchor="middle" x="535.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">Lfmax</text>
+</g>
+<!-- 4&#45;&gt;23 -->
+<g id="edge54" class="edge">
+<title>4&#45;&gt;23</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M783.97,-1911.97C727.88,-1904.8 556.82,-1875.55 465.31,-1778 416.94,-1726.44 415.31,-1697.69 415.31,-1627 415.31,-1627 415.31,-1627 415.31,-1481 415.31,-1413.24 410.94,-1392.83 436.31,-1330 458.55,-1274.91 507.96,-1221.49 527.31,-1201.88"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="528.18,-1202 529.09,-1200.09 527.18,-1201.01 528.18,-1202"/>
+</g>
+<!-- 24 -->
+<g id="node24" class="node">
+<title>24</title>
+<text text-anchor="middle" x="453.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">N0</text>
+</g>
+<!-- 4&#45;&gt;24 -->
+<g id="edge55" class="edge">
+<title>4&#45;&gt;24</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1912.84C727,-1908.13 550.69,-1885.09 475.31,-1778 424.07,-1705.21 447.82,-1401.01 452.55,-1346.41"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="453.26,-1346.34 452.74,-1344.29 451.87,-1346.22 453.26,-1346.34"/>
+</g>
+<!-- 25 -->
+<g id="node25" class="node">
+<title>25</title>
+<text text-anchor="middle" x="874.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">nb</text>
+</g>
+<!-- 4&#45;&gt;25 -->
+<g id="edge56" class="edge">
+<title>4&#45;&gt;25</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M803.32,-1907.91C811.3,-1860.17 863.68,-1546.64 872.92,-1491.33"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="873.64,-1491.27 873.27,-1489.18 872.25,-1491.04 873.64,-1491.27"/>
+</g>
+<!-- 26 -->
+<g id="node26" class="node">
+<title>26</title>
+<text text-anchor="middle" x="607.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">p1</text>
+</g>
+<!-- 4&#45;&gt;26 -->
+<g id="edge57" class="edge">
+<title>4&#45;&gt;26</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M793.93,-1907.9C762.34,-1884.89 650.52,-1803.47 616.92,-1779"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="617.04,-1778.22 615.01,-1777.61 616.22,-1779.35 617.04,-1778.22"/>
+</g>
+<!-- 27 -->
+<g id="node27" class="node">
+<title>27</title>
+<text text-anchor="middle" x="271.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">PD</text>
+</g>
+<!-- 4&#45;&gt;27 -->
+<g id="edge58" class="edge">
+<title>4&#45;&gt;27</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.09,-1913.73C717.13,-1911.77 481.49,-1896.41 345.31,-1778 289.63,-1729.59 276.31,-1700.79 276.31,-1627 276.31,-1627 276.31,-1627 276.31,-1336 276.31,-1226.01 272.59,-1092.36 271.57,-1057.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="272.26,-1057.24 271.5,-1055.26 270.86,-1057.28 272.26,-1057.24"/>
+</g>
+<!-- 28 -->
+<g id="node28" class="node">
+<title>28</title>
+<text text-anchor="middle" x="492.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">rm</text>
+</g>
+<!-- 4&#45;&gt;28 -->
+<g id="edge59" class="edge">
+<title>4&#45;&gt;28</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M788.99,-1907.9C736.85,-1884.02 547.3,-1797.19 502.05,-1776.46"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="502.12,-1775.72 500.01,-1775.53 501.54,-1777 502.12,-1775.72"/>
+</g>
+<!-- 29 -->
+<g id="node29" class="node">
+<title>29</title>
+<text text-anchor="middle" x="663.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">tb</text>
+</g>
+<!-- 4&#45;&gt;29 -->
+<g id="edge60" class="edge">
+<title>4&#45;&gt;29</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M796.33,-1907.9C774.02,-1885.1 695.55,-1804.94 670.83,-1779.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="671.31,-1779.18 669.41,-1778.24 670.31,-1780.16 671.31,-1779.18"/>
+</g>
+<!-- 30 -->
+<g id="node30" class="node">
+<title>30</title>
+<text text-anchor="middle" x="492.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">W0</text>
+</g>
+<!-- 4&#45;&gt;30 -->
+<g id="edge61" class="edge">
+<title>4&#45;&gt;30</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.03,-1908.23C741.86,-1893.86 637.78,-1852.23 590.31,-1778 450.58,-1559.52 533.41,-1458.31 510.31,-1200 494.78,-1026.44 492.63,-813.15 492.35,-768.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="493.05,-768.21 492.34,-766.22 491.65,-768.22 493.05,-768.21"/>
+</g>
+<!-- 31 -->
+<g id="node31" class="node">
+<title>31</title>
+<text text-anchor="middle" x="114.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Wc0</text>
+</g>
+<!-- 4&#45;&gt;31 -->
+<g id="edge62" class="edge">
+<title>4&#45;&gt;31</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.21,-1912.25C692.26,-1903.06 277.41,-1857.66 180.31,-1778 123.68,-1731.55 114.31,-1700.24 114.31,-1627 114.31,-1627 114.31,-1627 114.31,-1047 114.31,-937.03 114.31,-803.36 114.31,-768.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="115.01,-768.26 114.31,-766.26 113.61,-768.26 115.01,-768.26"/>
+</g>
+<!-- 32 -->
+<g id="node32" class="node">
+<title>32</title>
+<text text-anchor="middle" x="38.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Wr0</text>
+</g>
+<!-- 4&#45;&gt;32 -->
+<g id="edge63" class="edge">
+<title>4&#45;&gt;32</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.21,-1913.4C680.94,-1909.61 167.24,-1885.49 62.31,-1778 14.84,-1729.37 38.31,-1694.95 38.31,-1627 38.31,-1627 38.31,-1627 38.31,-1047 38.31,-937.03 38.31,-803.36 38.31,-768.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="39.01,-768.26 38.31,-766.26 37.61,-768.26 39.01,-768.26"/>
+</g>
+<!-- 34 -->
+<g id="node34" class="node">
+<title>34</title>
+<text text-anchor="middle" x="377.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">RUE</text>
+</g>
+<!-- 4&#45;&gt;34 -->
+<g id="edge64" class="edge">
+<title>4&#45;&gt;34</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.32,-1907.99C712.8,-1884.1 449.64,-1796.17 389.57,-1776.1"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="389.64,-1775.38 387.52,-1775.41 389.19,-1776.71 389.64,-1775.38"/>
+</g>
+<!-- 38 -->
+<g id="node38" class="node">
+<title>38</title>
+<text text-anchor="middle" x="331.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">ROWSPC</text>
+</g>
+<!-- 4&#45;&gt;38 -->
+<g id="edge65" class="edge">
+<title>4&#45;&gt;38</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.04,-1914.59C715.99,-1915.69 475.15,-1909.82 358.31,-1778 321,-1735.91 326.87,-1660.5 330.07,-1635.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="330.8,-1635.2 330.37,-1633.12 329.41,-1635.01 330.8,-1635.2"/>
+</g>
+<!-- 54 -->
+<g id="node54" class="node">
+<title>54</title>
+<text text-anchor="middle" x="194.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">E</text>
+</g>
+<!-- 4&#45;&gt;54 -->
+<g id="edge66" class="edge">
+<title>4&#45;&gt;54</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1909.75C690.19,-1887.81 262.25,-1787.87 201.49,-1773.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="201.59,-1772.98 199.49,-1773.21 201.27,-1774.35 201.59,-1772.98"/>
+</g>
+<!-- 4&#45;&gt;68 -->
+<g id="edge67" class="edge">
+<title>4&#45;&gt;68</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.02,-1907.92C874.79,-1889.08 1046.24,-1829.82 1187.31,-1778 1356.99,-1715.67 1408.77,-1719.85 1567.31,-1633 1736.6,-1540.25 1914.96,-1383.39 1956.37,-1346.12"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1957.22,-1346.29 1958.24,-1344.43 1956.28,-1345.25 1957.22,-1346.29"/>
+</g>
+<!-- 70 -->
+<g id="node70" class="node">
+<title>70</title>
+<text text-anchor="middle" x="3803.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">CN</text>
+</g>
+<!-- 4&#45;&gt;70 -->
+<g id="edge68" class="edge">
+<title>4&#45;&gt;70</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.55,-1913.33C1002.22,-1906.62 2504.67,-1850.26 3720.31,-1778 3746.7,-1776.43 3777.77,-1774.04 3793.35,-1772.8"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3793.59,-1773.49 3795.53,-1772.63 3793.48,-1772.09 3793.59,-1773.49"/>
+</g>
+<!-- 71 -->
+<g id="node71" class="node">
+<title>71</title>
+<text text-anchor="middle" x="941.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">DP</text>
+</g>
+<!-- 4&#45;&gt;71 -->
+<g id="edge69" class="edge">
+<title>4&#45;&gt;71</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M806.41,-1907.97C819.01,-1889.28 857.86,-1830.41 883.31,-1778 908.85,-1725.38 931.22,-1658.43 938.67,-1635.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="939.4,-1635.32 939.35,-1633.2 938.07,-1634.89 939.4,-1635.32"/>
+</g>
+<!-- 72 -->
+<g id="node72" class="node">
+<title>72</title>
+<text text-anchor="middle" x="3007.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">DRNp</text>
+</g>
+<!-- 4&#45;&gt;72 -->
+<g id="edge70" class="edge">
+<title>4&#45;&gt;72</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.38,-1912.84C1019.92,-1899.99 2808.14,-1784.83 2992.05,-1772.98"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2992.19,-1773.68 2994.14,-1772.85 2992.1,-1772.28 2992.19,-1773.68"/>
+</g>
+<!-- 73 -->
+<g id="node73" class="node">
+<title>73</title>
+<text text-anchor="middle" x="802.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">WPp</text>
+</g>
+<!-- 4&#45;&gt;73 -->
+<g id="edge71" class="edge">
+<title>4&#45;&gt;73</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M802.31,-1907.74C802.31,-1870.45 802.31,-1677.84 802.31,-1635.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="803.01,-1635.18 802.31,-1633.18 801.61,-1635.18 803.01,-1635.18"/>
+</g>
+<!-- 74 -->
+<g id="node74" class="node">
+<title>74</title>
+<text text-anchor="middle" x="981.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">FCp</text>
+</g>
+<!-- 4&#45;&gt;74 -->
+<g id="edge72" class="edge">
+<title>4&#45;&gt;74</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M807.1,-1907.97C821.86,-1889.25 867.62,-1830.33 900.31,-1778 933.27,-1725.24 966.43,-1657.92 977.47,-1635.03"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="978.11,-1635.31 978.35,-1633.2 976.85,-1634.7 978.11,-1635.31"/>
+</g>
+<!-- 75 -->
+<g id="node75" class="node">
+<title>75</title>
+<text text-anchor="middle" x="1012.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">STp</text>
+</g>
+<!-- 4&#45;&gt;75 -->
+<g id="edge73" class="edge">
+<title>4&#45;&gt;75</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M811.33,-1907.9C845.18,-1885.01 964.54,-1804.3 1001.39,-1779.38"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1001.82,-1779.94 1003.08,-1778.24 1001.03,-1778.78 1001.82,-1779.94"/>
+</g>
+<!-- 76 -->
+<g id="node76" class="node">
+<title>76</title>
+<text text-anchor="middle" x="3657.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">SWC0</text>
+</g>
+<!-- 4&#45;&gt;76 -->
+<g id="edge74" class="edge">
+<title>4&#45;&gt;76</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.53,-1913.4C1008.95,-1907.12 2604.47,-1852.19 3074.31,-1778 3304.41,-1741.67 3575.58,-1654.2 3642.05,-1632.13"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3642.28,-1632.79 3643.95,-1631.49 3641.83,-1631.46 3642.28,-1632.79"/>
+</g>
+<!-- 104 -->
+<g id="node104" class="node">
+<title>104</title>
+<text text-anchor="middle" x="3603.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">αs</text>
+</g>
+<!-- 4&#45;&gt;104 -->
+<g id="edge75" class="edge">
+<title>4&#45;&gt;104</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.53,-1914.25C977.66,-1916.1 2119.53,-1923.99 3029.31,-1778 3262.62,-1740.56 3538.53,-1649.03 3593.51,-1630.36"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3594,-1630.93 3595.66,-1629.62 3593.55,-1629.61 3594,-1630.93"/>
+</g>
+<!-- 105 -->
+<g id="node105" class="node">
+<title>105</title>
+<text text-anchor="middle" x="3895.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">αc</text>
+</g>
+<!-- 4&#45;&gt;105 -->
+<g id="edge76" class="edge">
+<title>4&#45;&gt;105</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M820.6,-1913.42C1011.45,-1907.33 2640.71,-1853.53 3120.31,-1778 3373.85,-1738.07 3446.05,-1740.09 3679.31,-1633 3767.99,-1592.28 3859.16,-1514.99 3886.84,-1490.58"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3887.39,-1491.04 3888.42,-1489.19 3886.46,-1489.99 3887.39,-1491.04"/>
+</g>
+<!-- 126 -->
+<g id="node126" class="node">
+<title>126</title>
+<text text-anchor="middle" x="742.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">STRESS_DEPTH</text>
+</g>
+<!-- 4&#45;&gt;126 -->
+<g id="edge77" class="edge">
+<title>4&#45;&gt;126</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M801.46,-1907.91C794.81,-1860.17 751.17,-1546.64 743.47,-1491.33"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="744.14,-1491.06 743.17,-1489.18 742.75,-1491.26 744.14,-1491.06"/>
+</g>
+<!-- 5&#45;&gt;3 -->
+<g id="edge78" class="edge">
+<title>5&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2562.15,-1185.97C2564.89,-1165.59 2573.3,-1097.45 2571.31,-1041 2559.97,-719.07 2665.55,-605.53 2520.31,-318 2444.97,-168.87 2250.91,-70.36 2194.13,-44.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2194.28,-43.36 2192.17,-43.16 2193.69,-44.63 2194.28,-43.36"/>
+</g>
+<!-- 7 -->
+<g id="node7" class="node">
+<title>7</title>
+<text text-anchor="middle" x="2552.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">DOY</text>
+</g>
+<!-- 5&#45;&gt;7 -->
+<g id="edge79" class="edge">
+<title>5&#45;&gt;7</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2560.92,-1185.86C2559.49,-1163.08 2554.48,-1083.45 2552.83,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2553.53,-1057.23 2552.7,-1055.28 2552.13,-1057.32 2553.53,-1057.23"/>
+</g>
+<!-- 6&#45;&gt;3 -->
+<g id="edge80" class="edge">
+<title>6&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2597.8,-1329.68C2618.56,-1299.81 2704.31,-1169.2 2704.31,-1049 2704.31,-1049 2704.31,-1049 2704.31,-324 2704.31,-93.34 2309.73,-46.94 2204.07,-38.65"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-37.94 2201.93,-38.49 2203.87,-39.34 2203.98,-37.94"/>
+</g>
+<!-- 6&#45;&gt;5 -->
+<g id="edge81" class="edge">
+<title>6&#45;&gt;5</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2591.93,-1329.9C2586.84,-1307.28 2569.02,-1228.21 2563.18,-1202.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2563.84,-1202.04 2562.71,-1200.24 2562.47,-1202.34 2563.84,-1202.04"/>
+</g>
+<!-- 6&#45;&gt;9 -->
+<g id="edge82" class="edge">
+<title>6&#45;&gt;9</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2599.84,-1329.9C2624.24,-1307.1 2710.05,-1226.94 2737.08,-1201.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2737.65,-1202.12 2738.63,-1200.24 2736.69,-1201.09 2737.65,-1202.12"/>
+</g>
+<!-- 6&#45;&gt;10 -->
+<g id="edge83" class="edge">
+<title>6&#45;&gt;10</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2587.08,-1329.9C2563.8,-1307.1 2481.94,-1226.94 2456.15,-1201.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2456.6,-1201.14 2454.68,-1200.24 2455.62,-1202.14 2456.6,-1201.14"/>
+</g>
+<!-- 6&#45;&gt;13 -->
+<g id="edge84" class="edge">
+<title>6&#45;&gt;13</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2602.06,-1329.99C2628.3,-1311.79 2708.14,-1255.17 2767.31,-1200 2821.73,-1149.24 2878.8,-1079.61 2897.21,-1056.67"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2897.76,-1057.1 2898.47,-1055.1 2896.67,-1056.22 2897.76,-1057.1"/>
+</g>
+<!-- 6&#45;&gt;66 -->
+<g id="edge85" class="edge">
+<title>6&#45;&gt;66</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2577.97,-1329.9C2519.4,-1306.6 2310.27,-1223.42 2251.67,-1200.11"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2251.77,-1199.4 2249.65,-1199.31 2251.25,-1200.7 2251.77,-1199.4"/>
+</g>
+<!-- 39 -->
+<g id="node39" class="node">
+<title>39</title>
+<text text-anchor="middle" x="1214.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">P</text>
+</g>
+<!-- 7&#45;&gt;39 -->
+<g id="edge86" class="edge">
+<title>7&#45;&gt;39</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2541.98,-1046.36C2433.28,-1039.62 1497.83,-979.97 1228.31,-910 1226,-909.4 1223.59,-908.48 1221.43,-907.54"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1221.47,-906.79 1219.36,-906.61 1220.89,-908.07 1221.47,-906.79"/>
+</g>
+<!-- 8&#45;&gt;39 -->
+<g id="edge87" class="edge">
+<title>8&#45;&gt;39</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M713.86,-1763.87C711.69,-1733.87 702.25,-1599.37 699.31,-1489 693.94,-1287.61 629.8,-1187.29 768.31,-1041 897.68,-904.35 1159.53,-902.89 1206.88,-903.79"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1206.96,-904.49 1208.97,-903.84 1206.99,-903.09 1206.96,-904.49"/>
+</g>
+<!-- 9&#45;&gt;3 -->
+<g id="edge88" class="edge">
+<title>9&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2758.62,-1186.4C2793.05,-1171.13 2885.11,-1125.2 2925.31,-1055 3023.19,-884.07 2978.31,-811.97 2978.31,-615 2978.31,-615 2978.31,-615 2978.31,-324 2978.31,-155.49 2341.49,-59.21 2204.19,-40.41"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.89,-39.66 2201.82,-40.09 2203.7,-41.05 2203.89,-39.66"/>
+</g>
+<!-- 11 -->
+<g id="node11" class="node">
+<title>11</title>
+<text text-anchor="middle" x="2400.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">TMN</text>
+</g>
+<!-- 9&#45;&gt;11 -->
+<g id="edge89" class="edge">
+<title>9&#45;&gt;11</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2732.2,-1186.57C2677.33,-1163.82 2466.38,-1076.39 2412.76,-1054.16"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2412.74,-1053.39 2410.62,-1053.27 2412.2,-1054.69 2412.74,-1053.39"/>
+</g>
+<!-- 33 -->
+<g id="node33" class="node">
+<title>33</title>
+<text text-anchor="middle" x="1627.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">PT</text>
+</g>
+<!-- 9&#45;&gt;33 -->
+<g id="edge90" class="edge">
+<title>9&#45;&gt;33</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2740.44,-1185.73C2721.67,-1162.05 2650.95,-1077.47 2571.31,-1041 2391.66,-958.73 1726.73,-910.8 1637.28,-904.67"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1637.32,-903.97 1635.28,-904.53 1637.23,-905.37 1637.32,-903.97"/>
+</g>
+<!-- 107 -->
+<g id="node107" class="node">
+<title>107</title>
+<text text-anchor="middle" x="2783.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Tmed</text>
+</g>
+<!-- 9&#45;&gt;107 -->
+<g id="edge91" class="edge">
+<title>9&#45;&gt;107</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2746.94,-1185.86C2752.99,-1163.08 2774.15,-1083.45 2781.09,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2781.8,-1057.4 2781.64,-1055.28 2780.45,-1057.04 2781.8,-1057.4"/>
+</g>
+<!-- 109 -->
+<g id="node109" class="node">
+<title>109</title>
+<text text-anchor="middle" x="2753.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">f</text>
+</g>
+<!-- 9&#45;&gt;109 -->
+<g id="edge92" class="edge">
+<title>9&#45;&gt;109</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2749.18,-1185.76C2760.6,-1166.92 2794.08,-1108.62 2805.31,-1055 2817.13,-998.51 2775.35,-934.06 2759.32,-911.93"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2759.77,-911.37 2758.03,-910.17 2758.64,-912.2 2759.77,-911.37"/>
+</g>
+<!-- 10&#45;&gt;3 -->
+<g id="edge93" class="edge">
+<title>10&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2448.57,-1185.88C2449.32,-1165.22 2450.76,-1096.29 2439.31,-1041 2398.44,-843.71 2284.31,-816.48 2284.31,-615 2284.31,-615 2284.31,-615 2284.31,-324 2284.31,-206.82 2205.59,-78.47 2183.83,-45.22"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2184.28,-44.64 2182.59,-43.35 2183.11,-45.4 2184.28,-44.64"/>
+</g>
+<!-- 10&#45;&gt;11 -->
+<g id="edge94" class="edge">
+<title>10&#45;&gt;11</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2446.24,-1185.86C2438.6,-1163.08 2411.87,-1083.45 2403.11,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2403.72,-1056.96 2402.42,-1055.28 2402.39,-1057.4 2403.72,-1056.96"/>
+</g>
+<!-- 10&#45;&gt;33 -->
+<g id="edge95" class="edge">
+<title>10&#45;&gt;33</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2449.32,-1185.7C2452.66,-1162.6 2460.83,-1081.77 2419.31,-1041 2301.11,-924.97 1721.06,-906.32 1637.38,-904.23"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1637.28,-903.52 1635.27,-904.18 1637.25,-904.92 1637.28,-903.52"/>
+</g>
+<!-- 10&#45;&gt;107 -->
+<g id="edge96" class="edge">
+<title>10&#45;&gt;107</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2461.44,-1186.39C2514.4,-1163.79 2712.13,-1079.38 2768.33,-1055.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2768.7,-1056 2770.27,-1054.57 2768.15,-1054.71 2768.7,-1056"/>
+</g>
+<!-- 46 -->
+<g id="node46" class="node">
+<title>46</title>
+<text text-anchor="middle" x="754.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">di</text>
+</g>
+<!-- 11&#45;&gt;46 -->
+<g id="edge97" class="edge">
+<title>11&#45;&gt;46</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2390.23,-1043.53C2387.09,-1042.57 2383.58,-1041.62 2380.31,-1041 1674.81,-908.01 1470.93,-1066.66 770.31,-910 768.22,-909.53 766.04,-908.86 763.99,-908.12"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="764.11,-907.42 761.99,-907.37 763.62,-908.73 764.11,-907.42"/>
+</g>
+<!-- 12 -->
+<g id="node12" class="node">
+<title>12</title>
+<text text-anchor="middle" x="1247.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">PAR</text>
+</g>
+<!-- 35 -->
+<g id="node35" class="node">
+<title>35</title>
+<text text-anchor="middle" x="841.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Pg</text>
+</g>
+<!-- 12&#45;&gt;35 -->
+<g id="edge98" class="edge">
+<title>12&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1237.27,-898.49C1181.15,-878.86 906.69,-782.87 851.13,-763.43"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="851.06,-762.67 848.94,-762.67 850.6,-763.99 851.06,-762.67"/>
+</g>
+<!-- 13&#45;&gt;3 -->
+<g id="edge99" class="edge">
+<title>13&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2903.97,-1040.76C2908.81,-995 2938.31,-706.43 2938.31,-471 2938.31,-471 2938.31,-471 2938.31,-324 2938.31,-163.46 2337.27,-61.48 2204.19,-40.87"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.97,-40.13 2201.89,-40.51 2203.76,-41.51 2203.97,-40.13"/>
+</g>
+<!-- 13&#45;&gt;12 -->
+<g id="edge100" class="edge">
+<title>13&#45;&gt;12</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2889.98,-1045.85C2741.64,-1033.04 1402.42,-917.39 1259.62,-905.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1259.66,-904.36 1257.61,-904.89 1259.54,-905.76 1259.66,-904.36"/>
+</g>
+<!-- 108 -->
+<g id="node108" class="node">
+<title>108</title>
+<text text-anchor="middle" x="2824.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">EEQ</text>
+</g>
+<!-- 13&#45;&gt;108 -->
+<g id="edge101" class="edge">
+<title>13&#45;&gt;108</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2899.91,-1040.86C2887.28,-1017.99 2842.99,-937.81 2828.75,-912.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2829.36,-911.69 2827.78,-910.28 2828.13,-912.37 2829.36,-911.69"/>
+</g>
+<!-- 14 -->
+<g id="node14" class="node">
+<title>14</title>
+<text text-anchor="middle" x="795.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">SWFAC</text>
+</g>
+<!-- 14&#45;&gt;35 -->
+<g id="edge102" class="edge">
+<title>14&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M797.28,-895.9C804.61,-873.28 830.22,-794.21 838.62,-768.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="839.34,-768.36 839.29,-766.24 838,-767.93 839.34,-768.36"/>
+</g>
+<!-- 50 -->
+<g id="node50" class="node">
+<title>50</title>
+<text text-anchor="middle" x="1129.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">dLAI1</text>
+</g>
+<!-- 14&#45;&gt;50 -->
+<g id="edge103" class="edge">
+<title>14&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M803.99,-895.92C829.24,-877.97 904.1,-822.91 955.31,-766 1007.5,-707.99 1014.77,-688.27 1054.31,-621 1085.03,-568.72 1115.41,-502.22 1125.66,-479.24"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1126.42,-479.27 1126.59,-477.16 1125.14,-478.7 1126.42,-479.27"/>
+</g>
+<!-- 95 -->
+<g id="node95" class="node">
+<title>95</title>
+<text text-anchor="middle" x="2476.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">EPa</text>
+</g>
+<!-- 14&#45;&gt;95 -->
+<g id="edge104" class="edge">
+<title>14&#45;&gt;95</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M807.11,-895.94C850.88,-873.7 1008.55,-795.53 1146.31,-752 1678.82,-583.74 2363.28,-486.45 2463.77,-472.69"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2464.15,-473.35 2466.04,-472.38 2463.96,-471.96 2464.15,-473.35"/>
+</g>
+<!-- 15 -->
+<g id="node15" class="node">
+<title>15</title>
+<text text-anchor="middle" x="795.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">SWFAC2</text>
+</g>
+<!-- 15&#45;&gt;14 -->
+<g id="edge105" class="edge">
+<title>15&#45;&gt;14</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M795.31,-1040.86C795.31,-1018.08 795.31,-938.45 795.31,-912.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="796.01,-912.28 795.31,-910.28 794.61,-912.28 796.01,-912.28"/>
+</g>
+<!-- 16 -->
+<g id="node16" class="node">
+<title>16</title>
+<text text-anchor="middle" x="765.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">SWFAC1</text>
+</g>
+<!-- 16&#45;&gt;14 -->
+<g id="edge106" class="edge">
+<title>16&#45;&gt;14</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M765.05,-1185.93C764.26,-1165.46 762.27,-1097.05 768.31,-1041 773.61,-991.7 787.68,-933.72 793.12,-912.4"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="793.86,-912.33 793.68,-910.22 792.5,-911.99 793.86,-912.33"/>
+</g>
+<!-- 17&#45;&gt;50 -->
+<g id="edge107" class="edge">
+<title>17&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1053.68,-1763.99C1056.05,-1726.04 1069.16,-1515.6 1079.31,-1344 1100.48,-986.05 1125.15,-545.45 1128.84,-479.44"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1129.55,-479.28 1128.96,-477.25 1128.15,-479.2 1129.55,-479.28"/>
+</g>
+<!-- 49 -->
+<g id="node49" class="node">
+<title>49</title>
+<text text-anchor="middle" x="1038.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">__Plant__a</text>
+</g>
+<!-- 18&#45;&gt;49 -->
+<g id="edge108" class="edge">
+<title>18&#45;&gt;49</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M895.44,-1618.87C896.21,-1587.69 901.22,-1443.61 929.31,-1330 957.01,-1217.94 1017.91,-1090.34 1034.22,-1057.2"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1034.88,-1057.44 1035.14,-1055.34 1033.63,-1056.82 1034.88,-1057.44"/>
+</g>
+<!-- 19&#45;&gt;59 -->
+<g id="edge109" class="edge">
+<title>19&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M241.54,-606.9C264.82,-584.1 346.67,-503.94 372.46,-478.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="373,-479.14 373.94,-477.24 372.02,-478.14 373,-479.14"/>
+</g>
+<!-- 19&#45;&gt;61 -->
+<g id="edge110" class="edge">
+<title>19&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M238.27,-606.9C249.26,-584.28 287.68,-505.21 300.28,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="301.03,-479.34 301.28,-477.24 299.77,-478.73 301.03,-479.34"/>
+</g>
+<!-- 20 -->
+<g id="node20" class="node">
+<title>20</title>
+<text text-anchor="middle" x="642.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">sla</text>
+</g>
+<!-- 51 -->
+<g id="node51" class="node">
+<title>51</title>
+<text text-anchor="middle" x="611.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">dLAI2</text>
+</g>
+<!-- 20&#45;&gt;51 -->
+<g id="edge111" class="edge">
+<title>20&#45;&gt;51</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M640.97,-895.9C636.04,-873.28 618.78,-794.21 613.12,-768.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="613.78,-768.04 612.67,-766.24 612.41,-768.34 613.78,-768.04"/>
+</g>
+<!-- 64 -->
+<g id="node64" class="node">
+<title>64</title>
+<text text-anchor="middle" x="1717.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">endsim</text>
+</g>
+<!-- 21&#45;&gt;64 -->
+<g id="edge112" class="edge">
+<title>21&#45;&gt;64</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1547.1,-1618.74C1569.75,-1581.38 1686.95,-1388.08 1712.42,-1346.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1713.12,-1346.25 1713.56,-1344.18 1711.93,-1345.53 1713.12,-1346.25"/>
+</g>
+<!-- 22&#45;&gt;37 -->
+<g id="edge113" class="edge">
+<title>22&#45;&gt;37</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1676.56,-1329.9C1707.38,-1307.1 1815.77,-1226.94 1849.92,-1201.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1850.68,-1201.99 1851.87,-1200.24 1849.85,-1200.87 1850.68,-1201.99"/>
+</g>
+<!-- 22&#45;&gt;53 -->
+<g id="edge114" class="edge">
+<title>22&#45;&gt;53</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1668.24,-1329.92C1667.6,-1267.84 1663.13,-742.33 1689.31,-318 1692.3,-269.54 1699.45,-211.7 1702.2,-190.4"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1702.92,-190.29 1702.48,-188.22 1701.53,-190.11 1702.92,-190.29"/>
+</g>
+<!-- 40 -->
+<g id="node40" class="node">
+<title>40</title>
+<text text-anchor="middle" x="939.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">VP</text>
+</g>
+<!-- 23&#45;&gt;40 -->
+<g id="edge115" class="edge">
+<title>23&#45;&gt;40</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M538.83,-1185.83C550.77,-1165.03 591.02,-1095.7 628.31,-1041 673.72,-974.38 678.83,-951.51 737.31,-896 802.58,-834.04 898.99,-781.08 929.6,-765"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="930.25,-765.45 931.69,-763.91 929.6,-764.21 930.25,-765.45"/>
+</g>
+<!-- 42 -->
+<g id="node42" class="node">
+<title>42</title>
+<text text-anchor="middle" x="530.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">RP</text>
+</g>
+<!-- 23&#45;&gt;42 -->
+<g id="edge116" class="edge">
+<title>23&#45;&gt;42</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M535.09,-1185.86C534.3,-1163.08 531.51,-1083.45 530.6,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="531.3,-1057.26 530.53,-1055.28 529.9,-1057.31 531.3,-1057.26"/>
+</g>
+<!-- 24&#45;&gt;41 -->
+<g id="edge117" class="edge">
+<title>24&#45;&gt;41</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M460.81,-1333.48C499.79,-1320.33 683.04,-1258.06 830.31,-1200 832.52,-1199.13 834.91,-1198.13 837.07,-1197.2"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="837.59,-1197.73 839.15,-1196.3 837.04,-1196.45 837.59,-1197.73"/>
+</g>
+<!-- 24&#45;&gt;45 -->
+<g id="edge118" class="edge">
+<title>24&#45;&gt;45</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M450.49,-1329.83C429.19,-1282.2 296.89,-968.86 400.31,-752 511.23,-519.4 893.99,-477.39 961.19,-471.75"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="961.52,-472.43 963.45,-471.57 961.4,-471.03 961.52,-472.43"/>
+</g>
+<!-- 25&#45;&gt;49 -->
+<g id="edge119" class="edge">
+<title>25&#45;&gt;49</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M873.42,-1475C869,-1443.22 851.54,-1292.17 901.31,-1186 930.17,-1124.43 998.87,-1074.67 1026.5,-1056.46"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1027.13,-1056.89 1028.42,-1055.21 1026.36,-1055.72 1027.13,-1056.89"/>
+</g>
+<!-- 26&#45;&gt;51 -->
+<g id="edge120" class="edge">
+<title>26&#45;&gt;51</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M607.19,-1763.74C606.64,-1733.07 604.31,-1595.61 604.31,-1483 604.31,-1483 604.31,-1483 604.31,-1047 604.31,-937 609.51,-803.35 610.94,-768.59"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="611.66,-768.29 611.04,-766.26 610.26,-768.23 611.66,-768.29"/>
+</g>
+<!-- 27&#45;&gt;35 -->
+<g id="edge121" class="edge">
+<title>27&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M271.47,-1040.72C272.44,-1017.7 279,-937.11 323.31,-896 402.79,-822.25 767.41,-770 831.63,-761.29"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="831.9,-761.96 833.79,-760.99 831.71,-760.57 831.9,-761.96"/>
+</g>
+<!-- 36 -->
+<g id="node36" class="node">
+<title>36</title>
+<text text-anchor="middle" x="340.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">Y1</text>
+</g>
+<!-- 27&#45;&gt;36 -->
+<g id="edge122" class="edge">
+<title>27&#45;&gt;36</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M274.27,-1040.86C285.26,-1018.08 323.68,-938.45 336.28,-912.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="337.04,-912.39 337.28,-910.28 335.78,-911.78 337.04,-912.39"/>
+</g>
+<!-- 27&#45;&gt;50 -->
+<g id="edge123" class="edge">
+<title>27&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M270.25,-1040.96C266.84,-1019.98 257.57,-948.75 278.31,-896 309,-817.94 337.48,-807.58 400.31,-752 488.29,-674.16 514.09,-655.02 621.31,-607 668.28,-585.96 1026.67,-496.46 1111.39,-475.44"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1111.81,-476.05 1113.58,-474.89 1111.47,-474.69 1111.81,-476.05"/>
+</g>
+<!-- 27&#45;&gt;51 -->
+<g id="edge124" class="edge">
+<title>27&#45;&gt;51</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M270.09,-1040.74C266.12,-1018.43 255.72,-941.73 290.31,-896 367.92,-793.4 537.94,-767.42 593.41,-761.56"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="593.74,-762.23 595.65,-761.32 593.59,-760.83 593.74,-762.23"/>
+</g>
+<!-- 55 -->
+<g id="node55" class="node">
+<title>55</title>
+<text text-anchor="middle" x="340.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">dW</text>
+</g>
+<!-- 27&#45;&gt;55 -->
+<g id="edge125" class="edge">
+<title>27&#45;&gt;55</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M266.33,-1040.9C250.57,-1020.87 203.43,-954.97 214.31,-896 235.7,-780.01 313.79,-655.26 334.97,-622.98"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="335.66,-623.21 336.17,-621.16 334.49,-622.44 335.66,-623.21"/>
+</g>
+<!-- 44 -->
+<g id="node44" class="node">
+<title>44</title>
+<text text-anchor="middle" x="1020.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">dN</text>
+</g>
+<!-- 28&#45;&gt;44 -->
+<g id="edge126" class="edge">
+<title>28&#45;&gt;44</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M491.98,-1763.78C487.64,-1680.79 442.16,-794.52 475.31,-752 545.41,-662.09 941.8,-622.16 1010.24,-615.89"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1010.61,-616.56 1012.54,-615.68 1010.48,-615.16 1010.61,-616.56"/>
+</g>
+<!-- 29&#45;&gt;46 -->
+<g id="edge127" class="edge">
+<title>29&#45;&gt;46</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M662.51,-1763.75C658.67,-1733.14 642.31,-1595.91 642.31,-1483 642.31,-1483 642.31,-1483 642.31,-1192 642.31,-1073.65 725.48,-945.41 748.48,-912.21"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="749.21,-912.38 749.78,-910.34 748.06,-911.58 749.21,-912.38"/>
+</g>
+<!-- 30&#45;&gt;56 -->
+<g id="edge128" class="edge">
+<title>30&#45;&gt;56</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M499.88,-756.81C582.22,-743.82 1310.33,-629.03 1391.89,-616.17"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1392.24,-616.82 1394.11,-615.82 1392.03,-615.44 1392.24,-616.82"/>
+</g>
+<!-- 30&#45;&gt;57 -->
+<g id="edge129" class="edge">
+<title>30&#45;&gt;57</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M496.38,-751.79C512.14,-728.3 571.9,-644.33 644.31,-607 791.34,-531.18 1345.67,-479.12 1426.46,-471.87"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1426.78,-472.54 1428.71,-471.67 1426.66,-471.15 1426.78,-472.54"/>
+</g>
+<!-- 31&#45;&gt;58 -->
+<g id="edge130" class="edge">
+<title>31&#45;&gt;58</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M122.6,-751.86C153.87,-728.69 264.53,-646.69 297.79,-622.05"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="298.49,-622.4 299.68,-620.65 297.66,-621.28 298.49,-622.4"/>
+</g>
+<!-- 31&#45;&gt;59 -->
+<g id="edge131" class="edge">
+<title>31&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M120.76,-751.88C140.68,-732.93 202.81,-673.28 251.31,-621 300.15,-568.34 355.28,-501.62 373.83,-478.95"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="374.58,-479.14 375.3,-477.14 373.5,-478.25 374.58,-479.14"/>
+</g>
+<!-- 32&#45;&gt;60 -->
+<g id="edge132" class="edge">
+<title>32&#45;&gt;60</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M45.35,-751.86C71.68,-728.9 164.26,-648.17 193.43,-622.74"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="194.05,-623.12 195.1,-621.28 193.13,-622.07 194.05,-623.12"/>
+</g>
+<!-- 32&#45;&gt;61 -->
+<g id="edge133" class="edge">
+<title>32&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M44.11,-751.74C78.74,-714.38 257.9,-521.08 296.83,-479.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="297.73,-479.12 298.58,-477.18 296.71,-478.17 297.73,-479.12"/>
+</g>
+<!-- 33&#45;&gt;35 -->
+<g id="edge134" class="edge">
+<title>33&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1619.78,-900.64C1545.03,-887.14 936.97,-777.28 851.32,-761.81"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="851.26,-761.09 849.17,-761.42 851.01,-762.46 851.26,-761.09"/>
+</g>
+<!-- 33&#45;&gt;44 -->
+<g id="edge135" class="edge">
+<title>33&#45;&gt;44</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1619.63,-898.37C1554.94,-867.79 1101.42,-653.35 1029.82,-619.5"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1029.92,-618.77 1027.81,-618.55 1029.32,-620.04 1029.92,-618.77"/>
+</g>
+<!-- 33&#45;&gt;50 -->
+<g id="edge136" class="edge">
+<title>33&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1629.05,-895.89C1638.24,-862.26 1677.87,-698.03 1603.31,-607 1542.67,-532.97 1226.5,-484.53 1147.31,-473.43"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1147.11,-472.7 1145.03,-473.12 1146.92,-474.09 1147.11,-472.7"/>
+</g>
+<!-- 34&#45;&gt;35 -->
+<g id="edge137" class="edge">
+<title>34&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M377.31,-1763.74C377.31,-1733.07 377.31,-1595.61 377.31,-1483 377.31,-1483 377.31,-1483 377.31,-1192 377.31,-1101.68 448.65,-1104.07 513.31,-1041 574.44,-981.36 786.49,-805.36 832.47,-767.31"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="832.94,-767.83 834.03,-766.01 832.05,-766.75 832.94,-767.83"/>
+</g>
+<!-- 35&#45;&gt;55 -->
+<g id="edge138" class="edge">
+<title>35&#45;&gt;55</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M833.44,-755.75C775.49,-739.21 415.32,-636.41 350.34,-617.87"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="350.27,-617.12 348.16,-617.24 349.89,-618.46 350.27,-617.12"/>
+</g>
+<!-- 36&#45;&gt;35 -->
+<g id="edge139" class="edge">
+<title>36&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M348.18,-899.77C406.12,-883.35 766.3,-781.26 831.27,-762.85"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="831.72,-763.44 833.45,-762.23 831.34,-762.1 831.72,-763.44"/>
+</g>
+<!-- 37&#45;&gt;3 -->
+<g id="edge140" class="edge">
+<title>37&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1862.06,-1185.97C1873,-1147.86 1931.31,-936.33 1931.31,-760 1931.31,-760 1931.31,-760 1931.31,-324 1931.31,-179.77 2112.73,-71.96 2164.6,-44.08"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2164.96,-44.68 2166.39,-43.12 2164.3,-43.45 2164.96,-44.68"/>
+</g>
+<!-- 37&#45;&gt;35 -->
+<g id="edge141" class="edge">
+<title>37&#45;&gt;35</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1850.22,-1187.72C1750.76,-1145.56 947.11,-804.86 850.75,-764"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="850.97,-763.34 848.86,-763.2 850.43,-764.63 850.97,-763.34"/>
+</g>
+<!-- 37&#45;&gt;53 -->
+<g id="edge142" class="edge">
+<title>37&#45;&gt;53</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1860.58,-1185.85C1861.88,-1155.72 1867.54,-1020.69 1869.31,-910 1874.16,-605.77 1730.57,-247.43 1706.66,-189.95"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1707.28,-189.61 1705.86,-188.03 1705.98,-190.15 1707.28,-189.61"/>
+</g>
+<!-- 106 -->
+<g id="node106" class="node">
+<title>106</title>
+<text text-anchor="middle" x="3168.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">ALB</text>
+</g>
+<!-- 37&#45;&gt;106 -->
+<g id="edge143" class="edge">
+<title>37&#45;&gt;106</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1870.46,-1190.89C1984.87,-1178.38 3030.47,-1064.07 3156,-1050.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3156.21,-1051.03 3158.12,-1050.11 3156.06,-1049.64 3156.21,-1051.03"/>
+</g>
+<!-- 111 -->
+<g id="node111" class="node">
+<title>111</title>
+<text text-anchor="middle" x="2753.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">ESp</text>
+</g>
+<!-- 37&#45;&gt;111 -->
+<g id="edge144" class="edge">
+<title>37&#45;&gt;111</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1866.23,-1185.74C1886.94,-1164.08 1958.51,-1090.85 2026.31,-1041 2297.64,-841.47 2668.93,-656.28 2740.94,-621.02"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2741.49,-621.52 2742.98,-620.02 2740.88,-620.27 2741.49,-621.52"/>
+</g>
+<!-- 112 -->
+<g id="node112" class="node">
+<title>112</title>
+<text text-anchor="middle" x="2476.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">EPp</text>
+</g>
+<!-- 37&#45;&gt;112 -->
+<g id="edge145" class="edge">
+<title>37&#45;&gt;112</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1863.88,-1185.81C1876.01,-1164.94 1916.95,-1095.43 1955.31,-1041 2002.53,-973.99 2005.5,-947.47 2069.31,-896 2172.03,-813.13 2230.3,-844.62 2336.31,-766 2397.16,-720.87 2453.2,-646.99 2470.69,-622.88"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2471.28,-623.26 2471.89,-621.23 2470.15,-622.44 2471.28,-623.26"/>
+</g>
+<!-- 38&#45;&gt;36 -->
+<g id="edge146" class="edge">
+<title>38&#45;&gt;36</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M331.46,-1618.74C332.19,-1588.07 335.31,-1450.62 335.31,-1338 335.31,-1338 335.31,-1338 335.31,-1192 335.31,-1081.63 339.02,-947.51 340.05,-912.62"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="340.76,-912.3 340.12,-910.28 339.36,-912.26 340.76,-912.3"/>
+</g>
+<!-- 39&#45;&gt;40 -->
+<g id="edge147" class="edge">
+<title>39&#45;&gt;40</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1209.06,-899.29C1175.73,-882.08 993.5,-787.99 949.08,-765.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="949.16,-764.3 947.07,-764.01 948.52,-765.55 949.16,-764.3"/>
+</g>
+<!-- 39&#45;&gt;57 -->
+<g id="edge148" class="edge">
+<title>39&#45;&gt;57</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1219.43,-896.84C1245.32,-870.45 1362.45,-746.81 1413.31,-621 1433.87,-570.13 1436.2,-502.74 1436.35,-479.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1437.05,-479.27 1436.36,-477.27 1435.65,-479.27 1437.05,-479.27"/>
+</g>
+<!-- 43 -->
+<g id="node43" class="node">
+<title>43</title>
+<text text-anchor="middle" x="661.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">FL</text>
+</g>
+<!-- 40&#45;&gt;43 -->
+<g id="edge149" class="edge">
+<title>40&#45;&gt;43</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M931.58,-754.03C892.22,-733.78 714.14,-642.18 670.82,-619.9"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="670.96,-619.18 668.86,-618.89 670.32,-620.42 670.96,-619.18"/>
+</g>
+<!-- 40&#45;&gt;44 -->
+<g id="edge150" class="edge">
+<title>40&#45;&gt;44</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M942.79,-751.86C955.74,-728.99 1001.15,-648.81 1015.75,-623.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1016.37,-623.37 1016.75,-621.28 1015.15,-622.68 1016.37,-623.37"/>
+</g>
+<!-- 40&#45;&gt;45 -->
+<g id="edge151" class="edge">
+<title>40&#45;&gt;45</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M940,-751.74C944.16,-714.45 965.64,-521.84 970.38,-479.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="971.09,-479.24 970.62,-477.18 969.7,-479.09 971.09,-479.24"/>
+</g>
+<!-- 40&#45;&gt;50 -->
+<g id="edge152" class="edge">
+<title>40&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M943.89,-751.81C958.05,-732.65 1002.16,-672.49 1036.31,-621 1071.72,-567.6 1111.33,-501.35 1124.66,-478.88"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1125.3,-479.16 1125.72,-477.09 1124.09,-478.45 1125.3,-479.16"/>
+</g>
+<!-- 40&#45;&gt;59 -->
+<g id="edge153" class="edge">
+<title>40&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M933.96,-751.9C914.04,-729.5 841.37,-650.8 766.31,-607 630.72,-527.89 441.66,-484.03 392.42,-473.5"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="392.55,-472.82 390.45,-473.08 392.26,-474.19 392.55,-472.82"/>
+</g>
+<!-- 40&#45;&gt;61 -->
+<g id="edge154" class="edge">
+<title>40&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M931.43,-752.78C900.24,-732.24 781.99,-655.8 677.31,-607 540.17,-543.07 363.96,-488.78 316.52,-474.6"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="316.47,-473.86 314.36,-473.96 316.07,-475.2 316.47,-473.86"/>
+</g>
+<!-- 41&#45;&gt;3 -->
+<g id="edge155" class="edge">
+<title>41&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M848.39,-1185.87C888.38,-1125.72 1208.31,-639.27 1208.31,-471 1208.31,-471 1208.31,-471 1208.31,-324 1208.31,-121.28 1997.2,-50.78 2152.09,-38.89"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.39,-39.57 2154.33,-38.72 2152.28,-38.18 2152.39,-39.57"/>
+</g>
+<!-- 41&#45;&gt;40 -->
+<g id="edge156" class="edge">
+<title>41&#45;&gt;40</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M846.84,-1185.83C854.61,-1166.73 878.33,-1106.7 891.31,-1055 919.31,-943.43 934.81,-803.88 938.46,-768.47"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="939.19,-768.16 938.7,-766.1 937.8,-768.02 939.19,-768.16"/>
+</g>
+<!-- 41&#45;&gt;42 -->
+<g id="edge157" class="edge">
+<title>41&#45;&gt;42</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M838.86,-1189.52C801.91,-1172.69 588.15,-1075.34 539.96,-1053.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="540.16,-1052.72 538.05,-1052.53 539.58,-1053.99 540.16,-1052.72"/>
+</g>
+<!-- 41&#45;&gt;45 -->
+<g id="edge158" class="edge">
+<title>41&#45;&gt;45</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M845.4,-1185.77C856.98,-1120.07 956.38,-555.71 969.81,-479.5"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="970.52,-479.48 970.18,-477.39 969.14,-479.24 970.52,-479.48"/>
+</g>
+<!-- 41&#45;&gt;49 -->
+<g id="edge159" class="edge">
+<title>41&#45;&gt;49</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M849.5,-1188.18C875.59,-1168.94 992.66,-1082.65 1028.1,-1056.52"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1028.53,-1057.07 1029.73,-1055.32 1027.7,-1055.95 1028.53,-1057.07"/>
+</g>
+<!-- 42&#45;&gt;43 -->
+<g id="edge160" class="edge">
+<title>42&#45;&gt;43</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M530.76,-1040.79C533.23,-1009.19 546.37,-863.39 586.31,-752 605.01,-699.83 641.66,-643.63 655.67,-623.09"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="656.41,-623.26 656.96,-621.22 655.25,-622.47 656.41,-623.26"/>
+</g>
+<!-- 42&#45;&gt;46 -->
+<g id="edge161" class="edge">
+<title>42&#45;&gt;46</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M538.02,-1042.08C571.94,-1020.42 707.89,-933.63 744.94,-909.98"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="745.32,-910.57 746.63,-908.9 744.57,-909.39 745.32,-910.57"/>
+</g>
+<!-- 42&#45;&gt;48 -->
+<g id="edge162" class="edge">
+<title>42&#45;&gt;48</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M537.92,-1043.58C602.85,-1014.37 1063.61,-807.1 1153.22,-766.78"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1153.73,-767.32 1155.27,-765.86 1153.16,-766.05 1153.73,-767.32"/>
+</g>
+<!-- 42&#45;&gt;51 -->
+<g id="edge163" class="edge">
+<title>42&#45;&gt;51</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M532.07,-1040.74C542.6,-1003.45 596.96,-810.84 608.96,-768.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="609.69,-768.29 609.56,-766.18 608.35,-767.91 609.69,-768.29"/>
+</g>
+<!-- 42&#45;&gt;63 -->
+<g id="edge164" class="edge">
+<title>42&#45;&gt;63</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M526.6,-1040.7C508.26,-1008.69 429.86,-861.18 475.31,-752 579.13,-502.57 994.76,-474.46 1072.68,-471.37"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1072.92,-472.06 1074.89,-471.29 1072.86,-470.67 1072.92,-472.06"/>
+</g>
+<!-- 44&#45;&gt;45 -->
+<g id="edge165" class="edge">
+<title>44&#45;&gt;45</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1018.2,-606.9C1010.4,-584.28 983.11,-505.21 974.17,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="974.77,-478.9 973.46,-477.24 973.45,-479.36 974.77,-478.9"/>
+</g>
+<!-- 44&#45;&gt;50 -->
+<g id="edge166" class="edge">
+<title>44&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1024.99,-606.9C1042.42,-584.19 1103.53,-504.58 1123.18,-478.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1123.86,-479.25 1124.52,-477.24 1122.74,-478.4 1123.86,-479.25"/>
+</g>
+<!-- 45&#45;&gt;3 -->
+<g id="edge167" class="edge">
+<title>45&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M973.44,-462.81C985.99,-427.34 1053.99,-248.94 1176.31,-174 1347.64,-69.03 2013.54,-42.25 2152.72,-37.75"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.75,-38.45 2154.73,-37.69 2152.71,-37.05 2152.75,-38.45"/>
+</g>
+<!-- 46&#45;&gt;48 -->
+<g id="edge168" class="edge">
+<title>46&#45;&gt;48</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M762.1,-899.02C764.71,-898.04 767.63,-896.96 770.31,-896 918.79,-842.8 1100.06,-782.55 1153.07,-765.03"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1153.52,-765.61 1155.2,-764.32 1153.08,-764.28 1153.52,-765.61"/>
+</g>
+<!-- 46&#45;&gt;51 -->
+<g id="edge169" class="edge">
+<title>46&#45;&gt;51</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M748.16,-895.9C725.2,-873.1 644.48,-792.94 619.04,-767.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="619.5,-767.15 617.59,-766.24 618.52,-768.14 619.5,-767.15"/>
+</g>
+<!-- 47&#45;&gt;3 -->
+<g id="edge170" class="edge">
+<title>47&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1588.37,-1474.93C1582.52,-1436.55 1551.31,-1223.67 1551.31,-1049 1551.31,-1049 1551.31,-1049 1551.31,-324 1551.31,-55.03 2034.25,-37.11 2152.44,-36.76"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.49,-37.46 2154.49,-36.75 2152.49,-36.06 2152.49,-37.46"/>
+</g>
+<!-- 47&#45;&gt;48 -->
+<g id="edge171" class="edge">
+<title>47&#45;&gt;48</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1583.63,-1474.79C1544.29,-1431.43 1310.67,-1168.08 1200.31,-910 1178.5,-859.01 1170.99,-791.7 1168.95,-768.38"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1169.64,-768.19 1168.77,-766.26 1168.25,-768.31 1169.64,-768.19"/>
+</g>
+<!-- 47&#45;&gt;64 -->
+<g id="edge172" class="edge">
+<title>47&#45;&gt;64</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1594.81,-1474.86C1615.27,-1451.99 1687.04,-1371.81 1710.11,-1346.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1710.87,-1346.24 1711.68,-1344.28 1709.83,-1345.31 1710.87,-1346.24"/>
+</g>
+<!-- 48&#45;&gt;3 -->
+<g id="edge173" class="edge">
+<title>48&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1176.46,-751.89C1199.38,-734.28 1264.86,-680.81 1298.31,-621 1331.98,-560.78 1338.31,-540 1338.31,-471 1338.31,-471 1338.31,-471 1338.31,-324 1338.31,-225.22 1414.26,-218.77 1502.31,-174 1734.24,-56.07 2059.47,-39.63 2152.52,-37.36"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.69,-38.06 2154.67,-37.31 2152.66,-36.66 2152.69,-38.06"/>
+</g>
+<!-- 49&#45;&gt;50 -->
+<g id="edge174" class="edge">
+<title>49&#45;&gt;50</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1038.79,-1040.95C1040.46,-1020.51 1046.23,-952.2 1053.31,-896 1074.61,-726.87 1118.05,-522.82 1127.47,-479.38"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1128.21,-479.31 1127.95,-477.2 1126.84,-479.01 1128.21,-479.31"/>
+</g>
+<!-- 52 -->
+<g id="node52" class="node">
+<title>52</title>
+<text text-anchor="middle" x="1129.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">dLAI</text>
+</g>
+<!-- 50&#45;&gt;52 -->
+<g id="edge175" class="edge">
+<title>50&#45;&gt;52</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1129.31,-462.86C1129.31,-440.08 1129.31,-360.45 1129.31,-334.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1130.01,-334.28 1129.31,-332.28 1128.61,-334.28 1130.01,-334.28"/>
+</g>
+<!-- 51&#45;&gt;52 -->
+<g id="edge176" class="edge">
+<title>51&#45;&gt;52</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M610.98,-751.83C610.14,-729.83 609.98,-654.04 644.31,-607 772.43,-431.43 1046.17,-348.32 1113.91,-329.98"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1114.48,-330.55 1116.23,-329.35 1114.11,-329.2 1114.48,-330.55"/>
+</g>
+<!-- 52&#45;&gt;53 -->
+<g id="edge177" class="edge">
+<title>52&#45;&gt;53</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1142.37,-320.77C1218.63,-301.9 1605.64,-206.16 1687.92,-185.81"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1688.49,-186.39 1690.26,-185.23 1688.15,-185.03 1688.49,-186.39"/>
+</g>
+<!-- 53&#45;&gt;3 -->
+<g id="edge178" class="edge">
+<title>53&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1716.51,-176.03C1782.14,-156.27 2073.5,-68.55 2156.3,-43.63"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2156.5,-44.3 2158.21,-43.05 2156.1,-42.96 2156.5,-44.3"/>
+</g>
+<!-- 54&#45;&gt;55 -->
+<g id="edge179" class="edge">
+<title>54&#45;&gt;55</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M192.71,-1763.79C185.04,-1733.35 152.31,-1596.81 152.31,-1483 152.31,-1483 152.31,-1483 152.31,-902 152.31,-770.07 293.03,-651.6 330.98,-622.05"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="331.55,-622.49 332.7,-620.71 330.69,-621.38 331.55,-622.49"/>
+</g>
+<!-- 55&#45;&gt;57 -->
+<g id="edge180" class="edge">
+<title>55&#45;&gt;57</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M347.89,-612.02C439.09,-600.2 1323.84,-485.57 1426.59,-472.26"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1426.71,-472.95 1428.6,-472 1426.53,-471.56 1426.71,-472.95"/>
+</g>
+<!-- 55&#45;&gt;59 -->
+<g id="edge181" class="edge">
+<title>55&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M342.03,-606.9C348.4,-584.28 370.67,-505.21 377.97,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="378.68,-479.35 378.55,-477.24 377.33,-478.97 378.68,-479.35"/>
+</g>
+<!-- 55&#45;&gt;61 -->
+<g id="edge182" class="edge">
+<title>55&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M338.76,-606.9C333.03,-584.28 312.98,-505.21 306.41,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="307.06,-479.01 305.89,-477.24 305.7,-479.35 307.06,-479.01"/>
+</g>
+<!-- 55&#45;&gt;63 -->
+<g id="edge183" class="edge">
+<title>55&#45;&gt;63</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M348.17,-611.5C421.38,-597.55 983.21,-490.46 1073.17,-473.31"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1073.38,-473.99 1075.21,-472.92 1073.11,-472.61 1073.38,-473.99"/>
+</g>
+<!-- 56&#45;&gt;3 -->
+<g id="edge184" class="edge">
+<title>56&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1398.67,-606.92C1394.39,-562.61 1374.36,-287.85 1521.31,-174 1623.65,-94.71 2043.37,-49.85 2152.35,-39.39"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.64,-40.06 2154.56,-39.17 2152.5,-38.67 2152.64,-40.06"/>
+</g>
+<!-- 56&#45;&gt;57 -->
+<g id="edge185" class="edge">
+<title>56&#45;&gt;57</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1400.9,-606.9C1406.79,-584.28 1427.39,-505.21 1434.15,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1434.85,-479.35 1434.68,-477.24 1433.5,-479 1434.85,-479.35"/>
+</g>
+<!-- 57&#45;&gt;3 -->
+<g id="edge186" class="edge">
+<title>57&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1436.35,-462.59C1436.93,-427.41 1444.58,-256.28 1537.31,-174 1631.78,-90.18 2044.34,-48.72 2152.35,-39.18"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.61,-39.86 2154.54,-38.98 2152.48,-38.46 2152.61,-39.86"/>
+</g>
+<!-- 58&#45;&gt;3 -->
+<g id="edge187" class="edge">
+<title>58&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M307.79,-606.97C309.89,-584.83 320.01,-506.99 361.31,-463 472.36,-344.73 545.26,-377.2 696.31,-318 875.73,-247.68 917.79,-218.45 1105.31,-174 1515.86,-76.68 2032.26,-44.66 2152.48,-38.28"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.61,-38.97 2154.57,-38.17 2152.53,-37.58 2152.61,-38.97"/>
+</g>
+<!-- 58&#45;&gt;59 -->
+<g id="edge188" class="edge">
+<title>58&#45;&gt;59</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M310.44,-606.9C322.07,-584.28 362.72,-505.21 376.04,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="376.81,-479.34 377.1,-477.24 375.56,-478.7 376.81,-479.34"/>
+</g>
+<!-- 59&#45;&gt;3 -->
+<g id="edge189" class="edge">
+<title>59&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M390.5,-464.08C456.49,-432.44 830.86,-256.3 1155.31,-174 1544.25,-75.34 2035.5,-44.46 2152.48,-38.27"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.55,-38.96 2154.51,-38.16 2152.47,-37.57 2152.55,-38.96"/>
+</g>
+<!-- 60&#45;&gt;3 -->
+<g id="edge190" class="edge">
+<title>60&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M201.53,-606.73C196.41,-562.22 171.87,-292.24 313.31,-174 461.16,-50.4 1939.07,-38.22 2152.64,-37.11"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.8,-37.81 2154.79,-37.1 2152.79,-36.41 2152.8,-37.81"/>
+</g>
+<!-- 60&#45;&gt;61 -->
+<g id="edge191" class="edge">
+<title>60&#45;&gt;61</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M206.69,-606.9C223,-584.19 280.19,-504.58 298.57,-478.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="299.23,-479.27 299.83,-477.24 298.09,-478.45 299.23,-479.27"/>
+</g>
+<!-- 61&#45;&gt;3 -->
+<g id="edge192" class="edge">
+<title>61&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M302.26,-462.61C291.49,-427.54 244.8,-256.9 328.31,-174 463.9,-39.38 1937.85,-36.62 2152.34,-36.93"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.5,-37.63 2154.5,-36.93 2152.5,-36.23 2152.5,-37.63"/>
+</g>
+<!-- 62&#45;&gt;3 -->
+<g id="edge193" class="edge">
+<title>62&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1586.47,-606.74C1581.02,-563.36 1554.76,-305.34 1681.31,-174 1748.86,-103.9 2060.48,-54.01 2152.6,-40.6"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.85,-41.27 2154.73,-40.29 2152.65,-39.89 2152.85,-41.27"/>
+</g>
+<!-- 62&#45;&gt;63 -->
+<g id="edge194" class="edge">
+<title>62&#45;&gt;63</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1579.61,-610.93C1534.21,-598.7 1296.71,-534.45 1104.31,-477 1102.03,-476.32 1099.6,-475.57 1097.27,-474.84"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1097.46,-474.17 1095.35,-474.24 1097.04,-475.5 1097.46,-474.17"/>
+</g>
+<!-- 63&#45;&gt;3 -->
+<g id="edge195" class="edge">
+<title>63&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1085.21,-462.63C1085.03,-426.16 1089.46,-243.12 1194.31,-174 1358.76,-65.59 2013.05,-41.57 2152.2,-37.65"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.63,-38.34 2154.61,-37.59 2152.59,-36.94 2152.63,-38.34"/>
+</g>
+<!-- 65&#45;&gt;3 -->
+<g id="edge196" class="edge">
+<title>65&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3221.93,-1474.78C3216.54,-1385.88 3154.55,-373.17 3126.31,-318 3081.49,-230.46 3047.23,-216 2958.31,-174 2684.82,-44.83 2305.38,-36.49 2204.04,-36.7"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-36 2201.98,-36.71 2203.99,-37.4 2203.98,-36"/>
+</g>
+<!-- 83 -->
+<g id="node83" class="node">
+<title>83</title>
+<text text-anchor="middle" x="3251.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">dROF_extra</text>
+</g>
+<!-- 65&#45;&gt;83 -->
+<g id="edge197" class="edge">
+<title>65&#45;&gt;83</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3223.55,-1474.86C3228.17,-1452.08 3244.32,-1372.45 3249.61,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3250.32,-1346.38 3250.03,-1344.28 3248.95,-1346.1 3250.32,-1346.38"/>
+</g>
+<!-- 115 -->
+<g id="node115" class="node">
+<title>115</title>
+<text text-anchor="middle" x="3550.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">dSWC_ADJ</text>
+</g>
+<!-- 65&#45;&gt;115 -->
+<g id="edge198" class="edge">
+<title>65&#45;&gt;115</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3230.09,-1477.61C3272.47,-1459.13 3475.62,-1370.56 3534.36,-1344.95"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3534.84,-1345.51 3536.39,-1344.07 3534.28,-1344.22 3534.84,-1345.51"/>
+</g>
+<!-- 66&#45;&gt;3 -->
+<g id="edge199" class="edge">
+<title>66&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2234.51,-1185.79C2229.06,-1166.56 2212.64,-1106.23 2206.31,-1055 2190.21,-924.82 2197.31,-891.17 2197.31,-760 2197.31,-760 2197.31,-760 2197.31,-324 2197.31,-213.79 2183.18,-80.3 2179.29,-45.58"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2179.95,-45.16 2179.03,-43.25 2178.56,-45.32 2179.95,-45.16"/>
+</g>
+<!-- 81 -->
+<g id="node81" class="node">
+<title>81</title>
+<text text-anchor="middle" x="2233.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">POTINF</text>
+</g>
+<!-- 66&#45;&gt;81 -->
+<g id="edge200" class="edge">
+<title>66&#45;&gt;81</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2236.18,-1185.86C2235.7,-1163.08 2234.03,-1083.45 2233.48,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2234.18,-1057.27 2233.44,-1055.28 2232.78,-1057.3 2234.18,-1057.27"/>
+</g>
+<!-- 66&#45;&gt;87 -->
+<g id="edge201" class="edge">
+<title>66&#45;&gt;87</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2228.44,-1185.86C2199.06,-1162.9 2095.76,-1082.17 2063.21,-1056.74"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2063.35,-1055.96 2061.35,-1055.28 2062.49,-1057.07 2063.35,-1055.96"/>
+</g>
+<!-- 67&#45;&gt;3 -->
+<g id="edge202" class="edge">
+<title>67&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2030.31,-1474.72C2033.46,-1452.99 2041.33,-1379.57 2013.31,-1330 1966.15,-1246.59 1884,-1285.79 1841.31,-1200 1754.13,-1024.84 1855.31,-955.65 1855.31,-760 1855.31,-760 1855.31,-760 1855.31,-324 1855.31,-161.69 2086.04,-68.73 2157.48,-43.84"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2157.88,-44.44 2159.54,-43.12 2157.43,-43.11 2157.88,-44.44"/>
+</g>
+<!-- 67&#45;&gt;6 -->
+<g id="edge203" class="edge">
+<title>67&#45;&gt;6</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2052.82,-1475.04C2143.73,-1451.99 2471.84,-1368.8 2567.17,-1344.63"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2567.61,-1345.24 2569.38,-1344.07 2567.27,-1343.88 2567.61,-1345.24"/>
+</g>
+<!-- 67&#45;&gt;68 -->
+<g id="edge204" class="edge">
+<title>67&#45;&gt;68</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2026.56,-1474.86C2016.36,-1452.08 1980.73,-1372.45 1969.05,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1969.57,-1345.82 1968.12,-1344.28 1968.3,-1346.39 1969.57,-1345.82"/>
+</g>
+<!-- 68&#45;&gt;3 -->
+<g id="edge205" class="edge">
+<title>68&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1952.68,-1329.97C1920.96,-1314.03 1838.16,-1267.31 1806.31,-1200 1786.57,-1158.29 1817.31,-854.98 1817.31,-760 1817.31,-760 1817.31,-760 1817.31,-324 1817.31,-256.49 1799.29,-226.85 1841.31,-174 1921.51,-73.11 2088.01,-46.01 2152.24,-39.17"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.57,-39.84 2154.48,-38.93 2152.42,-38.45 2152.57,-39.84"/>
+</g>
+<!-- 68&#45;&gt;69 -->
+<g id="edge206" class="edge">
+<title>68&#45;&gt;69</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1971.41,-1329.9C1994.21,-1307.1 2074.37,-1226.94 2099.62,-1201.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2100.15,-1202.15 2101.07,-1200.24 2099.16,-1201.16 2100.15,-1202.15"/>
+</g>
+<!-- 69&#45;&gt;3 -->
+<g id="edge207" class="edge">
+<title>69&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2102.43,-1185.9C2087.97,-1167.46 2045.17,-1110.16 2026.31,-1055 2004.42,-991 2007.31,-971.64 2007.31,-904 2007.31,-904 2007.31,-904 2007.31,-324 2007.31,-196.11 2134.17,-75.61 2169.35,-44.65"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2169.92,-45.09 2170.96,-43.24 2168.99,-44.03 2169.92,-45.09"/>
+</g>
+<!-- 69&#45;&gt;81 -->
+<g id="edge208" class="edge">
+<title>69&#45;&gt;81</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2112.72,-1185.86C2132.87,-1162.99 2203.51,-1082.81 2226.22,-1057.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2226.97,-1057.25 2227.77,-1055.28 2225.92,-1056.32 2226.97,-1057.25"/>
+</g>
+<!-- 69&#45;&gt;89 -->
+<g id="edge209" class="edge">
+<title>69&#45;&gt;89</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2108.85,-1185.86C2114.59,-1163.08 2134.63,-1083.45 2141.2,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2141.92,-1057.39 2141.73,-1055.28 2140.56,-1057.05 2141.92,-1057.39"/>
+</g>
+<!-- 80 -->
+<g id="node80" class="node">
+<title>80</title>
+<text text-anchor="middle" x="3926.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">S</text>
+</g>
+<!-- 70&#45;&gt;80 -->
+<g id="edge210" class="edge">
+<title>70&#45;&gt;80</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3808.59,-1763.86C3828.35,-1740.88 3897.85,-1660.08 3919.69,-1634.69"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3920.4,-1634.94 3921.18,-1632.96 3919.34,-1634.02 3920.4,-1634.94"/>
+</g>
+<!-- 77 -->
+<g id="node77" class="node">
+<title>77</title>
+<text text-anchor="middle" x="802.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">WP</text>
+</g>
+<!-- 71&#45;&gt;77 -->
+<g id="edge211" class="edge">
+<title>71&#45;&gt;77</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M935.33,-1618.9C913.02,-1596.1 834.55,-1515.94 809.83,-1490.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="810.31,-1490.18 808.41,-1489.24 809.31,-1491.16 810.31,-1490.18"/>
+</g>
+<!-- 78 -->
+<g id="node78" class="node">
+<title>78</title>
+<text text-anchor="middle" x="984.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">FC</text>
+</g>
+<!-- 71&#45;&gt;78 -->
+<g id="edge212" class="edge">
+<title>71&#45;&gt;78</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M943.15,-1618.9C950,-1596.28 973.95,-1517.21 981.79,-1491.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="982.51,-1491.36 982.42,-1489.24 981.17,-1490.95 982.51,-1491.36"/>
+</g>
+<!-- 79 -->
+<g id="node79" class="node">
+<title>79</title>
+<text text-anchor="middle" x="1023.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">ST</text>
+</g>
+<!-- 71&#45;&gt;79 -->
+<g id="edge213" class="edge">
+<title>71&#45;&gt;79</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M944.83,-1618.9C957.94,-1596.19 1003.92,-1516.58 1018.69,-1490.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1019.31,-1491.32 1019.7,-1489.24 1018.1,-1490.62 1019.31,-1491.32"/>
+</g>
+<!-- 124 -->
+<g id="node124" class="node">
+<title>124</title>
+<text text-anchor="middle" x="1052.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">WTABLE</text>
+</g>
+<!-- 71&#45;&gt;124 -->
+<g id="edge214" class="edge">
+<title>71&#45;&gt;124</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M941.54,-1618.78C942.5,-1597.81 947.1,-1528.11 967.31,-1475 987.65,-1421.52 1029.7,-1366.1 1045.82,-1345.93"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1046.59,-1346.09 1047.3,-1344.09 1045.5,-1345.22 1046.59,-1346.09"/>
+</g>
+<!-- 125 -->
+<g id="node125" class="node">
+<title>125</title>
+<text text-anchor="middle" x="811.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">DWT</text>
+</g>
+<!-- 71&#45;&gt;125 -->
+<g id="edge215" class="edge">
+<title>71&#45;&gt;125</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M936.31,-1618.96C921.51,-1600.7 877.6,-1543.93 857.31,-1489 817.48,-1381.22 812.13,-1238.9 811.42,-1202.67"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="812.11,-1202.24 811.37,-1200.25 810.71,-1202.26 812.11,-1202.24"/>
+</g>
+<!-- 100 -->
+<g id="node100" class="node">
+<title>100</title>
+<text text-anchor="middle" x="3498.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">DRN</text>
+</g>
+<!-- 72&#45;&gt;100 -->
+<g id="edge216" class="edge">
+<title>72&#45;&gt;100</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3020.67,-1764.8C3095.21,-1735.51 3458.3,-1588.88 3517.31,-1489 3545.67,-1440.98 3514.35,-1369.5 3502.48,-1345.89"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3503.06,-1345.47 3501.53,-1344.01 3501.81,-1346.11 3503.06,-1345.47"/>
+</g>
+<!-- 73&#45;&gt;77 -->
+<g id="edge217" class="edge">
+<title>73&#45;&gt;77</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M802.31,-1618.9C802.31,-1596.28 802.31,-1517.21 802.31,-1491.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="803.01,-1491.24 802.31,-1489.24 801.61,-1491.24 803.01,-1491.24"/>
+</g>
+<!-- 74&#45;&gt;78 -->
+<g id="edge218" class="edge">
+<title>74&#45;&gt;78</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M981.44,-1618.9C981.91,-1596.28 983.58,-1517.21 984.13,-1491.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="984.83,-1491.25 984.17,-1489.24 983.43,-1491.22 984.83,-1491.25"/>
+</g>
+<!-- 75&#45;&gt;79 -->
+<g id="edge219" class="edge">
+<title>75&#45;&gt;79</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1012.55,-1763.74C1013.98,-1726.45 1021.36,-1533.84 1022.99,-1491.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1023.69,-1491.2 1023.07,-1489.18 1022.29,-1491.15 1023.69,-1491.2"/>
+</g>
+<!-- 76&#45;&gt;103 -->
+<g id="edge220" class="edge">
+<title>76&#45;&gt;103</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3650.47,-1618.9C3624.95,-1596.1 3535.19,-1515.94 3506.91,-1490.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3507.25,-1490.05 3505.29,-1489.24 3506.32,-1491.09 3507.25,-1490.05"/>
+</g>
+<!-- 76&#45;&gt;118 -->
+<g id="edge221" class="edge">
+<title>76&#45;&gt;118</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3667.58,-1618.85C3694.92,-1601.9 3769.82,-1551.65 3806.31,-1489 3842.63,-1426.63 3849.28,-1401.48 3839.31,-1330 3769.64,-830.88 3480.51,-264.7 3441.64,-190.23"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3442.11,-189.62 3440.56,-188.17 3440.87,-190.27 3442.11,-189.62"/>
+</g>
+<!-- 119 -->
+<g id="node119" class="node">
+<title>119</title>
+<text text-anchor="middle" x="3817.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">ΔSWC</text>
+</g>
+<!-- 76&#45;&gt;119 -->
+<g id="edge222" class="edge">
+<title>76&#45;&gt;119</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3666.26,-1618.89C3690.71,-1601.68 3758.86,-1550.07 3790.31,-1489 3815.82,-1439.46 3817.66,-1370.02 3817.49,-1346.31"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3818.19,-1346.15 3817.46,-1344.16 3816.79,-1346.17 3818.19,-1346.15"/>
+</g>
+<!-- 77&#45;&gt;16 -->
+<g id="edge223" class="edge">
+<title>77&#45;&gt;16</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M800.93,-1474.75C796.74,-1455.42 783.96,-1394.82 777.31,-1344 770.24,-1290.05 766.73,-1224.59 765.67,-1202.07"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="766.36,-1201.99 765.57,-1200.02 764.96,-1202.05 766.36,-1201.99"/>
+</g>
+<!-- 85 -->
+<g id="node85" class="node">
+<title>85</title>
+<text text-anchor="middle" x="796.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">THE</text>
+</g>
+<!-- 77&#45;&gt;85 -->
+<g id="edge224" class="edge">
+<title>77&#45;&gt;85</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M802.05,-1474.86C801.09,-1452.08 797.75,-1372.45 796.66,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="797.35,-1346.25 796.57,-1344.28 795.95,-1346.31 797.35,-1346.25"/>
+</g>
+<!-- 113 -->
+<g id="node113" class="node">
+<title>113</title>
+<text text-anchor="middle" x="977.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">__SoilWater__a</text>
+</g>
+<!-- 77&#45;&gt;113 -->
+<g id="edge225" class="edge">
+<title>77&#45;&gt;113</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M809.83,-1474.86C837.92,-1451.9 936.71,-1371.17 967.84,-1345.74"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="968.51,-1346.09 969.62,-1344.28 967.63,-1345.01 968.51,-1346.09"/>
+</g>
+<!-- 78&#45;&gt;85 -->
+<g id="edge226" class="edge">
+<title>78&#45;&gt;85</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M976.7,-1475.22C947.07,-1452.68 839.3,-1370.7 806.11,-1345.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="806.23,-1344.67 804.21,-1344.01 805.38,-1345.78 806.23,-1344.67"/>
+</g>
+<!-- 78&#45;&gt;100 -->
+<g id="edge227" class="edge">
+<title>78&#45;&gt;100</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M991.96,-1478.49C996.15,-1477.22 1001.46,-1475.78 1006.31,-1475 1268.06,-1432.6 3307.84,-1346.02 3485.91,-1338.52"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3486.19,-1339.21 3488.15,-1338.43 3486.13,-1337.81 3486.19,-1339.21"/>
+</g>
+<!-- 78&#45;&gt;113 -->
+<g id="edge228" class="edge">
+<title>78&#45;&gt;113</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M984.01,-1474.86C982.89,-1452.08 978.99,-1372.45 977.72,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="978.41,-1346.25 977.61,-1344.28 977.01,-1346.31 978.41,-1346.25"/>
+</g>
+<!-- 78&#45;&gt;124 -->
+<g id="edge229" class="edge">
+<title>78&#45;&gt;124</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M987.23,-1474.86C998.06,-1452.08 1035.92,-1372.45 1048.33,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1049.09,-1346.39 1049.32,-1344.28 1047.83,-1345.79 1049.09,-1346.39"/>
+</g>
+<!-- 79&#45;&gt;83 -->
+<g id="edge230" class="edge">
+<title>79&#45;&gt;83</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1030.94,-1480.51C1162.77,-1472.05 2961.83,-1356.58 3220.43,-1339.98"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3220.72,-1340.66 3222.67,-1339.84 3220.63,-1339.27 3220.72,-1340.66"/>
+</g>
+<!-- 79&#45;&gt;124 -->
+<g id="edge231" class="edge">
+<title>79&#45;&gt;124</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1024.55,-1474.86C1029.17,-1452.08 1045.32,-1372.45 1050.61,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1051.32,-1346.38 1051.03,-1344.28 1049.95,-1346.1 1051.32,-1346.38"/>
+</g>
+<!-- 82 -->
+<g id="node82" class="node">
+<title>82</title>
+<text text-anchor="middle" x="3282.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">ROF</text>
+</g>
+<!-- 80&#45;&gt;82 -->
+<g id="edge232" class="edge">
+<title>80&#45;&gt;82</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3925.97,-1618.97C3924.79,-1598.62 3920.44,-1530.64 3912.31,-1475 3892.32,-1338.38 3889.18,-1289.96 3798.31,-1186 3645.59,-1011.28 3357.26,-924.51 3294.55,-907.25"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3294.53,-906.52 3292.41,-906.66 3294.16,-907.87 3294.53,-906.52"/>
+</g>
+<!-- 81&#45;&gt;82 -->
+<g id="edge233" class="edge">
+<title>81&#45;&gt;82</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2251.51,-1044.52C2381.21,-1026.84 3163.01,-920.26 3270.15,-905.66"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3270.37,-906.33 3272.26,-905.37 3270.18,-904.95 3270.37,-906.33"/>
+</g>
+<!-- 84 -->
+<g id="node84" class="node">
+<title>84</title>
+<text text-anchor="middle" x="3282.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">INF</text>
+</g>
+<!-- 81&#45;&gt;84 -->
+<g id="edge234" class="edge">
+<title>81&#45;&gt;84</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2251.47,-1043.05C2319.8,-1028.03 2567.65,-972.21 2767.31,-910 2784.49,-904.65 2788.2,-901.58 2805.31,-896 2988.2,-836.33 3215.14,-777.23 3269.97,-763.15"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3270.39,-763.77 3272.15,-762.59 3270.04,-762.41 3270.39,-763.77"/>
+</g>
+<!-- 82&#45;&gt;84 -->
+<g id="edge235" class="edge">
+<title>82&#45;&gt;84</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3282.31,-895.9C3282.31,-873.28 3282.31,-794.21 3282.31,-768.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3283.01,-768.24 3282.31,-766.24 3281.61,-768.24 3283.01,-768.24"/>
+</g>
+<!-- 82&#45;&gt;97 -->
+<g id="edge236" class="edge">
+<title>82&#45;&gt;97</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3291.33,-895.9C3325.18,-873.01 3444.54,-792.3 3481.39,-767.38"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3481.82,-767.94 3483.08,-766.24 3481.03,-766.78 3481.82,-767.94"/>
+</g>
+<!-- 83&#45;&gt;82 -->
+<g id="edge237" class="edge">
+<title>83&#45;&gt;82</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3251.74,-1329.89C3255.18,-1282.05 3277.73,-967.78 3281.71,-912.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3282.42,-912.24 3281.86,-910.19 3281.02,-912.14 3282.42,-912.24"/>
+</g>
+<!-- 114 -->
+<g id="node114" class="node">
+<title>114</title>
+<text text-anchor="middle" x="3282.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">dSWC</text>
+</g>
+<!-- 83&#45;&gt;114 -->
+<g id="edge238" class="edge">
+<title>83&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3251.13,-1329.91C3250.06,-1291.43 3244.31,-1078.02 3244.31,-904 3244.31,-904 3244.31,-904 3244.31,-613 3244.31,-502.07 3272.55,-369.1 3280.34,-334.54"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3281.1,-334.33 3280.86,-332.22 3279.74,-334.02 3281.1,-334.33"/>
+</g>
+<!-- 84&#45;&gt;102 -->
+<g id="edge239" class="edge">
+<title>84&#45;&gt;102</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3285.83,-751.86C3298.94,-728.99 3344.92,-648.81 3359.69,-623.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3360.32,-623.37 3360.7,-621.28 3359.1,-622.67 3360.32,-623.37"/>
+</g>
+<!-- 84&#45;&gt;114 -->
+<g id="edge240" class="edge">
+<title>84&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3282.31,-751.89C3282.31,-704.05 3282.31,-389.78 3282.31,-334.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3283.01,-334.19 3282.31,-332.19 3281.61,-334.19 3283.01,-334.19"/>
+</g>
+<!-- 85&#45;&gt;16 -->
+<g id="edge241" class="edge">
+<title>85&#45;&gt;16</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M794.97,-1329.9C790.04,-1307.28 772.78,-1228.21 767.12,-1202.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="767.78,-1202.04 766.67,-1200.24 766.41,-1202.34 767.78,-1202.04"/>
+</g>
+<!-- 86&#45;&gt;3 -->
+<g id="edge242" class="edge">
+<title>86&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2149.26,-1185.81C2143.04,-1166.66 2124.42,-1106.5 2118.31,-1055 2102.85,-924.8 2121.31,-891.12 2121.31,-760 2121.31,-760 2121.31,-760 2121.31,-324 2121.31,-211.44 2164.01,-78.71 2175.49,-45.06"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2176.16,-45.29 2176.14,-43.17 2174.83,-44.84 2176.16,-45.29"/>
+</g>
+<!-- 86&#45;&gt;87 -->
+<g id="edge243" class="edge">
+<title>86&#45;&gt;87</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2147.1,-1185.86C2131.43,-1162.99 2076.48,-1082.81 2058.82,-1057.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2059.32,-1056.54 2057.61,-1055.28 2058.17,-1057.33 2059.32,-1056.54"/>
+</g>
+<!-- 120 -->
+<g id="node120" class="node">
+<title>120</title>
+<text text-anchor="middle" x="2315.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Fi</text>
+</g>
+<!-- 86&#45;&gt;120 -->
+<g id="edge244" class="edge">
+<title>86&#45;&gt;120</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2158.35,-1185.86C2184.68,-1162.9 2277.26,-1082.17 2306.43,-1056.74"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2307.05,-1057.12 2308.1,-1055.28 2306.13,-1056.07 2307.05,-1057.12"/>
+</g>
+<!-- 123 -->
+<g id="node123" class="node">
+<title>123</title>
+<text text-anchor="middle" x="2356.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">CHECK</text>
+</g>
+<!-- 86&#45;&gt;123 -->
+<g id="edge245" class="edge">
+<title>86&#45;&gt;123</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2160.12,-1185.86C2193.16,-1162.81 2309.68,-1081.53 2345.65,-1056.43"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2346.06,-1057 2347.3,-1055.28 2345.26,-1055.85 2346.06,-1057"/>
+</g>
+<!-- 87&#45;&gt;3 -->
+<g id="edge246" class="edge">
+<title>87&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2053,-1040.74C2051.54,-1010.08 2045.31,-872.65 2045.31,-760 2045.31,-760 2045.31,-760 2045.31,-324 2045.31,-202.85 2144.07,-77.37 2171.38,-44.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2172.17,-45.15 2172.93,-43.17 2171.1,-44.24 2172.17,-45.15"/>
+</g>
+<!-- 88&#45;&gt;3 -->
+<g id="edge247" class="edge">
+<title>88&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2308.1,-1185.77C2299.39,-1140.07 2246.31,-851.81 2246.31,-615 2246.31,-615 2246.31,-615 2246.31,-324 2246.31,-210.54 2195.36,-78.47 2181.66,-45.01"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2182.3,-44.72 2180.89,-43.13 2181,-45.25 2182.3,-44.72"/>
+</g>
+<!-- 88&#45;&gt;89 -->
+<g id="edge248" class="edge">
+<title>88&#45;&gt;89</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2302.17,-1185.86C2275.52,-1162.9 2181.81,-1082.17 2152.29,-1056.74"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.57,-1056.06 2150.6,-1055.28 2151.66,-1057.12 2152.57,-1056.06"/>
+</g>
+<!-- 88&#45;&gt;120 -->
+<g id="edge249" class="edge">
+<title>88&#45;&gt;120</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2309.56,-1185.86C2310.52,-1163.08 2313.86,-1083.45 2314.96,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2315.66,-1057.31 2315.04,-1055.28 2314.26,-1057.25 2315.66,-1057.31"/>
+</g>
+<!-- 88&#45;&gt;123 -->
+<g id="edge250" class="edge">
+<title>88&#45;&gt;123</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2311.33,-1185.86C2318.81,-1163.08 2344.98,-1083.45 2353.56,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2354.28,-1057.4 2354.24,-1055.28 2352.95,-1056.96 2354.28,-1057.4"/>
+</g>
+<!-- 89&#45;&gt;3 -->
+<g id="edge251" class="edge">
+<title>89&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2143.91,-1040.75C2146.84,-1010.11 2159.31,-872.78 2159.31,-760 2159.31,-760 2159.31,-760 2159.31,-324 2159.31,-213.79 2173.43,-80.3 2177.32,-45.58"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2178.06,-45.32 2177.59,-43.25 2176.67,-45.16 2178.06,-45.32"/>
+</g>
+<!-- 90&#45;&gt;3 -->
+<g id="edge252" class="edge">
+<title>90&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2999.14,-1185.73C3003.16,-1155.02 3020.31,-1017.33 3020.31,-904 3020.31,-904 3020.31,-904 3020.31,-324 3020.31,-147.07 2345.81,-56.95 2204.2,-39.97"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.22,-39.27 2202.15,-39.73 2204.05,-40.66 2204.22,-39.27"/>
+</g>
+<!-- 90&#45;&gt;91 -->
+<g id="edge253" class="edge">
+<title>90&#45;&gt;91</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2997.72,-1185.74C2992.68,-1133 2954.98,-757.44 2876.31,-463 2862.85,-412.64 2838.16,-354.91 2828.92,-334.05"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2829.53,-333.69 2828.08,-332.14 2828.25,-334.26 2829.53,-333.69"/>
+</g>
+<!-- 121 -->
+<g id="node121" class="node">
+<title>121</title>
+<text text-anchor="middle" x="3056.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Fo</text>
+</g>
+<!-- 90&#45;&gt;121 -->
+<g id="edge254" class="edge">
+<title>90&#45;&gt;121</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3000.8,-1185.86C3010.04,-1163.08 3042.33,-1083.45 3052.92,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3053.66,-1057.4 3053.76,-1055.28 3052.36,-1056.87 3053.66,-1057.4"/>
+</g>
+<!-- 91&#45;&gt;3 -->
+<g id="edge255" class="edge">
+<title>91&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2822.87,-317.98C2813.33,-295.21 2776.13,-213.55 2718.31,-174 2548.14,-57.63 2286.99,-40.07 2204.33,-37.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.96,-36.74 2201.94,-37.38 2203.91,-38.14 2203.96,-36.74"/>
+</g>
+<!-- 92 -->
+<g id="node92" class="node">
+<title>92</title>
+<text text-anchor="middle" x="2788.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">ESa</text>
+</g>
+<!-- 92&#45;&gt;91 -->
+<g id="edge256" class="edge">
+<title>92&#45;&gt;91</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2789.9,-462.86C2795.79,-440.08 2816.39,-360.45 2823.15,-334.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2823.86,-334.39 2823.68,-332.28 2822.5,-334.04 2823.86,-334.39"/>
+</g>
+<!-- 92&#45;&gt;114 -->
+<g id="edge257" class="edge">
+<title>92&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2798.62,-466.01C2861.33,-447.86 3191.05,-352.42 3266.79,-330.49"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3267.23,-331.09 3268.95,-329.87 3266.84,-329.75 3267.23,-331.09"/>
+</g>
+<!-- 93&#45;&gt;3 -->
+<g id="edge258" class="edge">
+<title>93&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2646.1,-1185.73C2649.94,-1155.01 2666.31,-1017.3 2666.31,-904 2666.31,-904 2666.31,-904 2666.31,-324 2666.31,-107.29 2304.32,-50.98 2203.88,-39.53"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.91,-38.83 2201.84,-39.3 2203.75,-40.22 2203.91,-38.83"/>
+</g>
+<!-- 93&#45;&gt;94 -->
+<g id="edge259" class="edge">
+<title>93&#45;&gt;94</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2644.5,-1185.81C2637.65,-1133.59 2588.12,-761.5 2528.31,-463 2518.48,-413.93 2503.29,-355.81 2497.58,-334.43"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2498.19,-333.99 2496.99,-332.24 2496.83,-334.36 2498.19,-333.99"/>
+</g>
+<!-- 93&#45;&gt;121 -->
+<g id="edge260" class="edge">
+<title>93&#45;&gt;121</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2658.52,-1187.4C2721.67,-1165.43 2992.01,-1071.37 3046.65,-1052.36"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3047.14,-1052.93 3048.8,-1051.61 3046.68,-1051.61 3047.14,-1052.93"/>
+</g>
+<!-- 94&#45;&gt;3 -->
+<g id="edge261" class="edge">
+<title>94&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2488.39,-317.74C2446.96,-280.23 2231.92,-85.54 2186.67,-44.57"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2187.08,-44 2185.13,-43.18 2186.14,-45.04 2187.08,-44"/>
+</g>
+<!-- 95&#45;&gt;94 -->
+<g id="edge262" class="edge">
+<title>95&#45;&gt;94</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2477.12,-462.86C2480.15,-440.08 2490.73,-360.45 2494.2,-334.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2494.9,-334.36 2494.47,-332.28 2493.51,-334.17 2494.9,-334.36"/>
+</g>
+<!-- 95&#45;&gt;114 -->
+<g id="edge263" class="edge">
+<title>95&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2486.5,-467.19C2571.65,-452.08 3164.24,-346.95 3267.11,-328.7"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3267.31,-329.37 3269.16,-328.33 3267.07,-327.99 3267.31,-329.37"/>
+</g>
+<!-- 96&#45;&gt;3 -->
+<g id="edge264" class="edge">
+<title>96&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3437.42,-1185.76C3438.23,-1146.36 3443.67,-927.95 3468.31,-752 3485.63,-628.3 3509.5,-600.78 3526.31,-477 3534.99,-413.02 3533.31,-396.54 3535.31,-332 3537.62,-257.23 3537.02,-219.06 3477.31,-174 3371.6,-94.23 2377.32,-45.97 2204.01,-38.13"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.04,-37.43 2202.01,-38.04 2203.98,-38.83 2204.04,-37.43"/>
+</g>
+<!-- 96&#45;&gt;97 -->
+<g id="edge265" class="edge">
+<title>96&#45;&gt;97</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3438.08,-1185.89C3444.18,-1138.05 3484.19,-823.78 3491.24,-768.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3491.96,-768.26 3491.52,-766.19 3490.57,-768.09 3491.96,-768.26"/>
+</g>
+<!-- 96&#45;&gt;121 -->
+<g id="edge266" class="edge">
+<title>96&#45;&gt;121</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3424.19,-1187.08C3364.44,-1164.65 3118.61,-1072.38 3066.17,-1052.7"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3066.22,-1051.97 3064.11,-1051.93 3065.73,-1053.29 3066.22,-1051.97"/>
+</g>
+<!-- 96&#45;&gt;123 -->
+<g id="edge267" class="edge">
+<title>96&#45;&gt;123</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3424.11,-1190.82C3334.46,-1182.73 2805.83,-1133.25 2381.31,-1055 2378.91,-1054.56 2376.39,-1054.03 2373.92,-1053.47"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2373.96,-1052.77 2371.86,-1053 2373.65,-1054.13 2373.96,-1052.77"/>
+</g>
+<!-- 97&#45;&gt;3 -->
+<g id="edge268" class="edge">
+<title>97&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3498.13,-751.91C3525.07,-723.08 3636.31,-596.43 3636.31,-471 3636.31,-471 3636.31,-471 3636.31,-324 3636.31,-251.86 3632.24,-216.98 3574.31,-174 3459.74,-88.99 2385.24,-44.82 2204.16,-37.95"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.09,-37.25 2202.07,-37.87 2204.04,-38.65 2204.09,-37.25"/>
+</g>
+<!-- 98&#45;&gt;3 -->
+<g id="edge269" class="edge">
+<title>98&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3080.92,-1329.76C3085.34,-1283.99 3112.31,-995.36 3112.31,-760 3112.31,-760 3112.31,-760 3112.31,-324 3112.31,-128.39 2354.33,-52.3 2204.03,-39.14"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.91,-38.42 2201.86,-38.95 2203.79,-39.82 2203.91,-38.42"/>
+</g>
+<!-- 98&#45;&gt;99 -->
+<g id="edge270" class="edge">
+<title>98&#45;&gt;99</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3090.36,-1329.9C3128.16,-1306.96 3261.69,-1225.93 3302.42,-1201.21"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3302.94,-1201.71 3304.29,-1200.08 3302.22,-1200.52 3302.94,-1201.71"/>
+</g>
+<!-- 98&#45;&gt;121 -->
+<g id="edge271" class="edge">
+<title>98&#45;&gt;121</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3079.78,-1329.74C3076.67,-1292.45 3060.56,-1099.84 3057,-1057.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3057.69,-1057.11 3056.82,-1055.18 3056.29,-1057.23 3057.69,-1057.11"/>
+</g>
+<!-- 99&#45;&gt;3 -->
+<g id="edge272" class="edge">
+<title>99&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3314.53,-1185.72C3315.63,-1154.95 3320.31,-1017.02 3320.31,-904 3320.31,-904 3320.31,-904 3320.31,-758 3320.31,-490.35 3410.13,-298.72 3173.31,-174 2997.11,-81.21 2343.27,-44.94 2204.36,-38.2"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.99,-37.48 2201.96,-38.08 2203.92,-38.88 2203.99,-37.48"/>
+</g>
+<!-- 100&#45;&gt;99 -->
+<g id="edge273" class="edge">
+<title>100&#45;&gt;99</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3490.4,-1329.9C3460.86,-1307.1 3356.99,-1226.94 3324.26,-1201.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3324.4,-1200.91 3322.39,-1200.24 3323.55,-1202.01 3324.4,-1200.91"/>
+</g>
+<!-- 100&#45;&gt;114 -->
+<g id="edge274" class="edge">
+<title>100&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3499.8,-1329.82C3510.77,-1283.27 3576.89,-983.35 3517.31,-752 3469.61,-566.81 3322.47,-375.98 3289.09,-334.34"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3289.39,-333.59 3287.59,-332.47 3288.29,-334.47 3289.39,-333.59"/>
+</g>
+<!-- 101&#45;&gt;3 -->
+<g id="edge275" class="edge">
+<title>101&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3402.92,-751.8C3431.85,-701.2 3620.78,-353.66 3459.31,-174 3372,-76.86 2377.53,-42.93 2204.04,-37.73"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.06,-37.03 2202.04,-37.67 2204.02,-38.43 2204.06,-37.03"/>
+</g>
+<!-- 101&#45;&gt;102 -->
+<g id="edge276" class="edge">
+<title>101&#45;&gt;102</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3397.8,-751.86C3392.23,-729.08 3372.74,-649.45 3366.35,-623.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3367,-623.06 3365.84,-621.28 3365.64,-623.39 3367,-623.06"/>
+</g>
+<!-- 102&#45;&gt;3 -->
+<g id="edge277" class="edge">
+<title>102&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3367.1,-606.78C3386.03,-563.67 3491.03,-307.12 3372.31,-174 3291.55,-83.44 2371.78,-44.34 2204.37,-37.95"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-37.24 2201.96,-37.86 2203.93,-38.64 2203.98,-37.24"/>
+</g>
+<!-- 103&#45;&gt;3 -->
+<g id="edge278" class="edge">
+<title>103&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3508.69,-1477.85C3544.41,-1466.43 3663.11,-1423.68 3719.31,-1344 3834.61,-1180.51 3814.31,-1104.06 3814.31,-904 3814.31,-904 3814.31,-904 3814.31,-324 3814.31,-223.24 3736.8,-213.99 3644.31,-174 3370.56,-55.64 2377.84,-39.23 2204.29,-37.25"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.04,-36.55 2202.04,-37.22 2204.03,-37.95 2204.04,-36.55"/>
+</g>
+<!-- 103&#45;&gt;16 -->
+<g id="edge279" class="edge">
+<title>103&#45;&gt;16</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3488.24,-1479.97C3311.48,-1461.9 864.2,-1211.68 792.31,-1200 790.17,-1199.65 787.96,-1199.24 785.75,-1198.8"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="785.65,-1198.07 783.55,-1198.35 785.37,-1199.44 785.65,-1198.07"/>
+</g>
+<!-- 103&#45;&gt;83 -->
+<g id="edge280" class="edge">
+<title>103&#45;&gt;83</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3488.01,-1475.04C3448.55,-1452.19 3307.08,-1370.29 3263.91,-1345.29"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3264.01,-1344.54 3261.93,-1344.15 3263.31,-1345.76 3264.01,-1344.54"/>
+</g>
+<!-- 103&#45;&gt;100 -->
+<g id="edge281" class="edge">
+<title>103&#45;&gt;100</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3498.31,-1474.86C3498.31,-1452.08 3498.31,-1372.45 3498.31,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3499.01,-1346.28 3498.31,-1344.28 3497.61,-1346.28 3499.01,-1346.28"/>
+</g>
+<!-- 103&#45;&gt;113 -->
+<g id="edge282" class="edge">
+<title>103&#45;&gt;113</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3488.27,-1480.71C3361.88,-1477.04 2067.06,-1437.85 1025.31,-1344 1023.02,-1343.79 1020.67,-1343.56 1018.31,-1343.32"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1018.38,-1342.62 1016.32,-1343.1 1018.23,-1344.01 1018.38,-1342.62"/>
+</g>
+<!-- 103&#45;&gt;115 -->
+<g id="edge283" class="edge">
+<title>103&#45;&gt;115</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3500.54,-1474.86C3508.82,-1452.08 3537.78,-1372.45 3547.27,-1346.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3548,-1346.4 3548.02,-1344.28 3546.68,-1345.92 3548,-1346.4"/>
+</g>
+<!-- 103&#45;&gt;118 -->
+<g id="edge284" class="edge">
+<title>103&#45;&gt;118</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3503.99,-1474.8C3520.32,-1456.5 3567.19,-1400.53 3583.31,-1344 3585.01,-1338.02 3583.41,-1336.22 3583.31,-1330 3580.2,-1137.04 3587.02,-1088.17 3569.31,-896 3563.36,-831.53 3558.33,-815.8 3547.31,-752 3507.53,-521.81 3449.61,-241.18 3439.01,-190.15"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3439.68,-189.98 3438.59,-188.17 3438.31,-190.27 3439.68,-189.98"/>
+</g>
+<!-- 103&#45;&gt;119 -->
+<g id="edge285" class="edge">
+<title>103&#45;&gt;119</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3508.56,-1476.4C3555.14,-1455.52 3746.97,-1369.53 3802.3,-1344.73"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3802.68,-1345.33 3804.21,-1343.87 3802.1,-1344.05 3802.68,-1345.33"/>
+</g>
+<!-- 103&#45;&gt;124 -->
+<g id="edge286" class="edge">
+<title>103&#45;&gt;124</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3488.19,-1480.41C3327.37,-1471.01 1299.36,-1352.44 1072.83,-1339.2"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="1072.61,-1338.49 1070.57,-1339.07 1072.52,-1339.88 1072.61,-1338.49"/>
+</g>
+<!-- 104&#45;&gt;106 -->
+<g id="edge287" class="edge">
+<title>104&#45;&gt;106</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3608.13,-1618.95C3640.96,-1576.99 3826.95,-1326.79 3709.31,-1186 3637.48,-1100.04 3254.07,-1057.6 3180.51,-1050.19"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3180.49,-1049.48 3178.43,-1049.98 3180.35,-1050.87 3180.49,-1049.48"/>
+</g>
+<!-- 105&#45;&gt;106 -->
+<g id="edge288" class="edge">
+<title>105&#45;&gt;106</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3894.95,-1474.56C3892.62,-1439.18 3876.5,-1267.2 3780.31,-1186 3683.71,-1104.46 3258.81,-1058.12 3180.68,-1050.22"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3180.53,-1049.5 3178.47,-1049.99 3180.39,-1050.89 3180.53,-1049.5"/>
+</g>
+<!-- 106&#45;&gt;108 -->
+<g id="edge289" class="edge">
+<title>106&#45;&gt;108</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3158.01,-1042.72C3107.96,-1021.92 2890.3,-931.43 2836.41,-909.03"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2836.68,-908.38 2834.56,-908.26 2836.14,-909.68 2836.68,-908.38"/>
+</g>
+<!-- 107&#45;&gt;108 -->
+<g id="edge290" class="edge">
+<title>107&#45;&gt;108</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2785.07,-1040.86C2791.6,-1018.08 2814.43,-938.45 2821.91,-912.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2822.63,-912.4 2822.51,-910.28 2821.28,-912.01 2822.63,-912.4"/>
+</g>
+<!-- 110 -->
+<g id="node110" class="node">
+<title>110</title>
+<text text-anchor="middle" x="2753.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">ETp</text>
+</g>
+<!-- 108&#45;&gt;110 -->
+<g id="edge291" class="edge">
+<title>108&#45;&gt;110</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2821.26,-895.9C2809.95,-873.28 2770.41,-794.21 2757.45,-768.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2757.95,-767.71 2756.43,-766.24 2756.69,-768.34 2757.95,-767.71"/>
+</g>
+<!-- 109&#45;&gt;110 -->
+<g id="edge292" class="edge">
+<title>109&#45;&gt;110</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2753.31,-895.9C2753.31,-873.28 2753.31,-794.21 2753.31,-768.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2754.01,-768.24 2753.31,-766.24 2752.61,-768.24 2754.01,-768.24"/>
+</g>
+<!-- 110&#45;&gt;111 -->
+<g id="edge293" class="edge">
+<title>110&#45;&gt;111</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2753.31,-751.86C2753.31,-729.08 2753.31,-649.45 2753.31,-623.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2754.01,-623.28 2753.31,-621.28 2752.61,-623.28 2754.01,-623.28"/>
+</g>
+<!-- 110&#45;&gt;112 -->
+<g id="edge294" class="edge">
+<title>110&#45;&gt;112</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2743.12,-752.74C2700.28,-730.62 2534.81,-645.2 2488.45,-621.27"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2488.68,-620.6 2486.59,-620.31 2488.04,-621.85 2488.68,-620.6"/>
+</g>
+<!-- 111&#45;&gt;92 -->
+<g id="edge295" class="edge">
+<title>111&#45;&gt;92</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2754.81,-606.9C2760.38,-584.28 2779.87,-505.21 2786.26,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2786.97,-479.35 2786.77,-477.24 2785.61,-479.01 2786.97,-479.35"/>
+</g>
+<!-- 112&#45;&gt;95 -->
+<g id="edge296" class="edge">
+<title>112&#45;&gt;95</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2476.31,-606.9C2476.31,-584.28 2476.31,-505.21 2476.31,-479.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2477.01,-479.24 2476.31,-477.24 2475.61,-479.24 2477.01,-479.24"/>
+</g>
+<!-- 113&#45;&gt;92 -->
+<g id="edge297" class="edge">
+<title>113&#45;&gt;92</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M989.01,-1329.85C1090.73,-1276.51 1835.92,-887.31 2457.31,-607 2580.23,-551.55 2732.66,-492.36 2776.19,-475.64"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2776.56,-476.24 2778.18,-474.87 2776.06,-474.93 2776.56,-476.24"/>
+</g>
+<!-- 114&#45;&gt;118 -->
+<g id="edge298" class="edge">
+<title>114&#45;&gt;118</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3288.97,-317.9C3313.85,-295.1 3401.35,-214.94 3428.92,-189.68"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3429.49,-190.11 3430.5,-188.24 3428.55,-189.07 3429.49,-190.11"/>
+</g>
+<!-- 115&#45;&gt;114 -->
+<g id="edge299" class="edge">
+<title>115&#45;&gt;114</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3550.4,-1329.87C3550.83,-1299.84 3552.72,-1165.26 3553.31,-1055 3554.03,-920.01 3566.97,-882.46 3532.31,-752 3514.53,-685.08 3504.18,-669.94 3475.31,-607 3445.13,-541.22 3439.94,-522.88 3399.31,-463 3363.41,-410.1 3310.24,-354.33 3290.27,-334"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3290.35,-333.08 3288.45,-332.15 3289.35,-334.07 3290.35,-333.08"/>
+</g>
+<!-- 115&#45;&gt;117 -->
+<g id="edge300" class="edge">
+<title>115&#45;&gt;117</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3555.72,-1329.9C3575.87,-1307.19 3646.51,-1227.58 3669.22,-1201.99"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3669.97,-1202.2 3670.77,-1200.24 3668.92,-1201.27 3669.97,-1202.2"/>
+</g>
+<!-- 116&#45;&gt;3 -->
+<g id="edge301" class="edge">
+<title>116&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3690.42,-1329.79C3693.84,-1310.57 3704.2,-1250.34 3709.31,-1200 3742.06,-877.14 3750.31,-795.51 3750.31,-471 3750.31,-471 3750.31,-471 3750.31,-324 3750.31,-234.9 3696.74,-214.36 3617.31,-174 3356.42,-41.43 2376.57,-36.7 2204.26,-36.91"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.03,-36.21 2202.03,-36.92 2204.03,-37.61 2204.03,-36.21"/>
+</g>
+<!-- 116&#45;&gt;117 -->
+<g id="edge302" class="edge">
+<title>116&#45;&gt;117</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3688.75,-1329.9C3686.68,-1307.28 3679.44,-1228.21 3677.07,-1202.3"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3677.76,-1202.17 3676.88,-1200.24 3676.36,-1202.29 3677.76,-1202.17"/>
+</g>
+<!-- 117&#45;&gt;3 -->
+<g id="edge303" class="edge">
+<title>117&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3676.28,-1185.91C3676.03,-1134.53 3674.31,-768.29 3674.31,-471 3674.31,-471 3674.31,-471 3674.31,-324 3674.31,-248.65 3657.87,-216 3595.31,-174 3475.03,-93.26 2386.53,-45.5 2204.17,-38.03"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.09,-37.33 2202.07,-37.95 2204.04,-38.73 2204.09,-37.33"/>
+</g>
+<!-- 118&#45;&gt;3 -->
+<g id="edge304" class="edge">
+<title>118&#45;&gt;3</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3424.18,-176.78C3419.79,-175.79 3414.85,-174.76 3410.31,-174 2929.11,-94.02 2334.2,-48.27 2204.18,-38.83"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.97,-38.12 2201.93,-38.67 2203.87,-39.51 2203.97,-38.12"/>
+</g>
+<!-- 122 -->
+<g id="node122" class="node">
+<title>122</title>
+<text text-anchor="middle" x="3066.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">WATBAL</text>
+</g>
+<!-- 119&#45;&gt;122 -->
+<g id="edge305" class="edge">
+<title>119&#45;&gt;122</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3817.65,-1329.98C3818.56,-1307.84 3818.79,-1230.03 3780.31,-1186 3582.99,-960.23 3181.04,-913.49 3086.53,-905.47"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3086.4,-904.76 3084.35,-905.29 3086.29,-906.16 3086.4,-904.76"/>
+</g>
+<!-- 120&#45;&gt;122 -->
+<g id="edge306" class="edge">
+<title>120&#45;&gt;122</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M2323.03,-1043.79C2325.63,-1042.8 2328.56,-1041.76 2331.31,-1041 2609.53,-963.54 2959.34,-917.24 3046.13,-906.45"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3046.24,-907.14 3048.13,-906.2 3046.06,-905.75 3046.24,-907.14"/>
+</g>
+<!-- 121&#45;&gt;122 -->
+<g id="edge307" class="edge">
+<title>121&#45;&gt;122</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M3056.74,-1040.86C3058.33,-1018.08 3063.9,-938.45 3065.72,-912.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="3066.43,-912.33 3065.87,-910.28 3065.03,-912.23 3066.43,-912.33"/>
+</g>
+<!-- 124&#45;&gt;125 -->
+<g id="edge308" class="edge">
+<title>124&#45;&gt;125</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M1041.95,-1329.9C1002.93,-1306.91 864.87,-1225.56 823.26,-1201.04"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="823.43,-1200.33 821.36,-1199.92 822.72,-1201.54 823.43,-1200.33"/>
+</g>
+<!-- 125&#45;&gt;15 -->
+<g id="edge309" class="edge">
+<title>125&#45;&gt;15</title>
+<path fill="none" stroke="black" stroke-width="0.2" d="M810.62,-1185.86C808.07,-1163.08 799.16,-1083.45 796.24,-1057.35"/>
+<polygon fill="black" stroke="black" stroke-width="0.2" points="796.93,-1057.19 796.01,-1055.28 795.54,-1057.35 796.93,-1057.19"/>
+</g>
+<!-- 126&#45;&gt;15 -->
+<g id="edge310" class="edge">
+<title>126&#45;&gt;15</title>
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class="tocitem" href="#Running-a-Simulation"><span>Running a Simulation</span></a></li><li><a class="tocitem" href="#Visualizing-the-Results"><span>Visualizing the Results</span></a></li></ul></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../../guide/system/">System</a></li><li><a class="tocitem" href="../../guide/variable/">Variable</a></li><li><a class="tocitem" href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Tutorials</a></li><li class="is-active"><a href>Using an existing model</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Using an existing model</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/usingamodel.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Using-an-Existing-Cropbox-Model"><a class="docs-heading-anchor" href="#Using-an-Existing-Cropbox-Model">Using an Existing Cropbox Model</a><a id="Using-an-Existing-Cropbox-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Using-an-Existing-Cropbox-Model" title="Permalink"></a></h1><p>This tutorial will teach you how to use an existing Cropbox model. For this tutorial, we will be importing and utilizing a Cropbox model from a julia package called SimpleCrop.</p><h2 id="Installing-a-Cropbox-Model"><a class="docs-heading-anchor" href="#Installing-a-Cropbox-Model">Installing a Cropbox Model</a><a id="Installing-a-Cropbox-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-a-Cropbox-Model" title="Permalink"></a></h2><p>Often times, the Cropbox model that you want to use will be part of a Julia package.</p><p>If the package you want to install is under the official <a href="tutorials/@https:/github.com/JuliaRegistries/General">Julia package registry</a>, you can simply install the package using the following command.</p><pre><code class="nohighlight hljs">using Pkg
+</script><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../search_index.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../../"><img src="../../assets/logo.svg" alt="Cropbox.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../../">Cropbox.jl</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul class="docs-menu"><li><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../../">Cropbox</a></li><li><a class="tocitem" href="../../installation/">Installation</a></li></ul></li><li><span class="tocitem">Tutorials</span><ul><li><a class="tocitem" href="../julia/">Getting started with Julia</a></li><li><a class="tocitem" href="../cropbox/">Getting started with Cropbox</a></li><li><a class="tocitem" href="../makingamodel/">Making a model</a></li><li class="is-active"><a class="tocitem" href>Using an existing model</a><ul class="internal"><li><a class="tocitem" href="#Installing-a-Cropbox-Model"><span>Installing a Cropbox Model</span></a></li><li><a class="tocitem" href="#Importing-a-Cropbox-Model"><span>Importing a Cropbox Model</span></a></li><li><a class="tocitem" href="#Inspecting-the-Model"><span>Inspecting the Model</span></a></li><li><a class="tocitem" href="#Running-a-Simulation"><span>Running a Simulation</span></a></li><li><a class="tocitem" href="#Visualizing-the-Results"><span>Visualizing the Results</span></a></li></ul></li></ul></li><li><span class="tocitem">Manual</span><ul><li><a class="tocitem" href="../../guide/system/">System</a></li><li><a class="tocitem" href="../../guide/variable/">Variable</a></li><li><a class="tocitem" href="../../guide/configuration/">Configuration</a></li><li><a class="tocitem" href="../../guide/simulation/">Simulation</a></li><li><a class="tocitem" href="../../guide/visualization/">Visualization</a></li><li><a class="tocitem" href="../../guide/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../gallery/">Gallery</a></li><li><span class="tocitem">Reference</span><ul><li><a class="tocitem" href="../../reference/">Index</a></li><li><a class="tocitem" href="../../reference/declaration/">Declaration</a></li><li><a class="tocitem" href="../../reference/simulation/">Simulation</a></li><li><a class="tocitem" href="../../reference/visualization/">Visualization</a></li><li><a class="tocitem" href="../../reference/inspection/">Inspection</a></li></ul></li><li><a class="tocitem" href="../../faq/">Frequently Asked Questions</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">Tutorials</a></li><li class="is-active"><a href>Using an existing model</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Using an existing model</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/cropbox/Cropbox.jl/blob/main/docs/src/tutorials/usingamodel.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Using-an-Existing-Cropbox-Model"><a class="docs-heading-anchor" href="#Using-an-Existing-Cropbox-Model">Using an Existing Cropbox Model</a><a id="Using-an-Existing-Cropbox-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Using-an-Existing-Cropbox-Model" title="Permalink"></a></h1><p>This tutorial will teach you how to use an existing Cropbox model. For this tutorial, we will be importing and utilizing a Cropbox model from a julia package called SimpleCrop.</p><h2 id="Installing-a-Cropbox-Model"><a class="docs-heading-anchor" href="#Installing-a-Cropbox-Model">Installing a Cropbox Model</a><a id="Installing-a-Cropbox-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Installing-a-Cropbox-Model" title="Permalink"></a></h2><p>Often times, the Cropbox model that you want to use will be part of a Julia package.</p><p>If the package you want to install is under the official <a href="https://github.com/JuliaRegistries/General">Julia package registry</a>, you can simply install the package using the following command.</p><pre><code class="nohighlight hljs">using Pkg
 Pkg.add(&quot;SimpleCrop&quot;)</code></pre><p>You can also install any Julia package using a GitHub link.</p><pre><code class="nohighlight hljs">using Pkg
 Pkg.add(&quot;https://github.com/cropbox/SimpleCrop.jl&quot;)</code></pre><h2 id="Importing-a-Cropbox-Model"><a class="docs-heading-anchor" href="#Importing-a-Cropbox-Model">Importing a Cropbox Model</a><a id="Importing-a-Cropbox-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Importing-a-Cropbox-Model" title="Permalink"></a></h2><p>To start using a Julia package containing your desired model, you must first load the package into your environment.</p><p>This can be done by using this simple command.</p><pre><code class="language-julia hljs">using SimpleCrop</code></pre><p>Let&#39;s not forget to load Cropbox as well.</p><pre><code class="language-julia hljs">using Cropbox</code></pre><h2 id="Inspecting-the-Model"><a class="docs-heading-anchor" href="#Inspecting-the-Model">Inspecting the Model</a><a id="Inspecting-the-Model-1"></a><a class="docs-heading-anchor-permalink" href="#Inspecting-the-Model" title="Permalink"></a></h2><p>The model is implemented as a system named <code>Model</code> defined in SimpleCrop module. We can inspect the model with the <code>@look</code> macro, which will show us all the variables in the system.  </p><pre><code class="language-julia hljs">@look SimpleCrop.Model</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr90">[doc]</span>
 
@@ -119,2509 +119,7 @@
   <span class="sgr94">_w</span><span class="sgr90"> (weather_data)</span></code></pre><p>@look can also be used to inspect individual state variables. </p><pre><code class="language-julia hljs">@look SimpleCrop.Model.W</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi"><span class="sgr90">[doc]</span>
 
 <span class="sgr90">[code]</span>
-  W(dW)<span class="sgr38_2" style="color:#666"><span class="sgr1">:</span></span>plant_dry_matter <span class="sgr38_2" style="color:#666"><span class="sgr1">~</span></span> accumulate(u&quot;g/m^2&quot;, init <span class="sgr38_2" style="color:#666"><span class="sgr1">=</span></span> W0, when <span class="sgr38_2" style="color:#666"><span class="sgr1">=</span></span> P)</code></pre><p>The relationship between the variables in the model can be visualized using a dependency graph. </p><pre><code class="language-julia hljs">Cropbox.dependency(SimpleCrop.Model)</code></pre><img src='data:image/svg+xml;utf-8,<?xml version="1.0" encoding="UTF-8" standalone="no"?>
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-<polygon fill="black" stroke="black" stroke-width="0.2" points="2906.61,-1056.89 2905.34,-1055.19 2905.28,-1057.31 2906.61,-1056.89"/>
-</g>
-<!-- 37 -->
-<g id="node37" class="node">
-<title>37</title>
-<text text-anchor="middle" x="1860.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">LAI</text>
-</g>
-<!-- 2&%2345;&gt;37 -->
-<g id="edge8" class="edge">
-<title>2&%2345;&gt;37</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2211.93,-1618.78C2199.14,-1585.93 2135.78,-1430.26 2046.31,-1330 1991.21,-1268.25 1903.69,-1217.49 1872.14,-1200.28"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1872.41,-1199.63 1870.32,-1199.29 1871.74,-1200.86 1872.41,-1199.63"/>
-</g>
-<!-- 41 -->
-<g id="node41" class="node">
-<title>41</title>
-<text text-anchor="middle" x="844.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">N</text>
-</g>
-<!-- 2&%2345;&gt;41 -->
-<g id="edge9" class="edge">
-<title>2&%2345;&gt;41</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.72,-1624.9C2061.87,-1623.86 1335.62,-1612.57 1160.31,-1489 1095.48,-1443.31 1133.87,-1387.56 1079.31,-1330 1007.1,-1253.83 882.73,-1207.28 851.55,-1196.44"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="851.59,-1195.72 849.47,-1195.73 851.13,-1197.04 851.59,-1195.72"/>
-</g>
-<!-- 45 -->
-<g id="node45" class="node">
-<title>45</title>
-<text text-anchor="middle" x="971.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆N</text>
-</g>
-<!-- 2&%2345;&gt;45 -->
-<g id="edge10" class="edge">
-<title>2&%2345;&gt;45</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.7,-1623.8C2085.73,-1617.13 1585.66,-1581.6 1467.31,-1489 1409.34,-1443.65 1399.31,-1411.6 1399.31,-1338 1399.31,-1338 1399.31,-1338 1399.31,-1047 1399.31,-908.56 1385.71,-860.17 1299.31,-752 1194.73,-621.09 1022.82,-504.62 980.79,-477.12"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="980.95,-476.39 978.89,-475.88 980.18,-477.56 980.95,-476.39"/>
-</g>
-<!-- 47 -->
-<g id="node47" class="node">
-<title>47</title>
-<text text-anchor="middle" x="1589.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">INT</text>
-</g>
-<!-- 2&%2345;&gt;47 -->
-<g id="edge11" class="edge">
-<title>2&%2345;&gt;47</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.77,-1620.53C2117.11,-1603.8 1840.44,-1543.08 1613.31,-1489 1609.5,-1488.09 1605.36,-1487.07 1601.61,-1486.13"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1601.68,-1485.43 1599.57,-1485.62 1601.34,-1486.79 1601.68,-1485.43"/>
-</g>
-<!-- 48 -->
-<g id="node48" class="node">
-<title>48</title>
-<text text-anchor="middle" x="1168.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">⋆INT</text>
-</g>
-<!-- 2&%2345;&gt;48 -->
-<g id="edge12" class="edge">
-<title>2&%2345;&gt;48</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.71,-1623.65C2058.86,-1614.63 1305.3,-1561.18 1236.31,-1489 1183.8,-1434.06 1170.05,-845.62 1168.47,-768.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1169.17,-768.2 1168.43,-766.22 1167.77,-768.23 1169.17,-768.2"/>
-</g>
-<!-- 53 -->
-<g id="node53" class="node">
-<title>53</title>
-<text text-anchor="middle" x="1703.31" y="-178.8" font-family="Courier,monospace" font-size="9.00">⋆LAI</text>
-</g>
-<!-- 2&%2345;&gt;53 -->
-<g id="edge13" class="edge">
-<title>2&%2345;&gt;53</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.58,-1625.21C2124.36,-1624.72 1899.3,-1613.25 1787.31,-1489 1765.35,-1464.64 1731.04,-1232.58 1727.31,-1200 1679.45,-782.55 1699.77,-262.73 1702.92,-190.48"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1703.64,-190.13 1703.03,-188.1 1702.24,-190.07 1703.64,-190.13"/>
-</g>
-<!-- 56 -->
-<g id="node56" class="node">
-<title>56</title>
-<text text-anchor="middle" x="1399.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">W</text>
-</g>
-<!-- 2&%2345;&gt;56 -->
-<g id="edge14" class="edge">
-<title>2&%2345;&gt;56</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.77,-1624.17C2087.32,-1619.43 1599.5,-1592.28 1499.31,-1489 1451.99,-1440.23 1475.31,-1405.95 1475.31,-1338 1475.31,-1338 1475.31,-1338 1475.31,-1047 1475.31,-873.43 1415.06,-666.49 1401.85,-623.19"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1402.44,-622.73 1401.19,-621.02 1401.1,-623.14 1402.44,-622.73"/>
-</g>
-<!-- 57 -->
-<g id="node57" class="node">
-<title>57</title>
-<text text-anchor="middle" x="1436.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆W</text>
-</g>
-<!-- 2&%2345;&gt;57 -->
-<g id="edge15" class="edge">
-<title>2&%2345;&gt;57</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.56,-1623.27C2094.24,-1614.6 1668.21,-1572.98 1570.31,-1489 1515.86,-1442.3 1513.31,-1409.73 1513.31,-1338 1513.31,-1338 1513.31,-1338 1513.31,-758 1513.31,-643.69 1455.62,-512.24 1440.11,-478.97"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1440.71,-478.61 1439.23,-477.1 1439.45,-479.21 1440.71,-478.61"/>
-</g>
-<!-- 58 -->
-<g id="node58" class="node">
-<title>58</title>
-<text text-anchor="middle" x="307.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wc</text>
-</g>
-<!-- 2&%2345;&gt;58 -->
-<g id="edge16" class="edge">
-<title>2&%2345;&gt;58</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.6,-1623.59C2061.26,-1614.4 1337.53,-1561.04 1274.31,-1489 1187.38,-1389.95 1298.86,-1023.71 1266.31,-896 1248.43,-825.88 1249.31,-793.9 1190.31,-752 872.58,-526.34 700.47,-719.06 323.31,-621 321.24,-620.46 319.07,-619.75 317.02,-619.01"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="317.13,-618.31 315.01,-618.26 316.64,-619.62 317.13,-618.31"/>
-</g>
-<!-- 59 -->
-<g id="node59" class="node">
-<title>59</title>
-<text text-anchor="middle" x="380.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wc</text>
-</g>
-<!-- 2&%2345;&gt;59 -->
-<g id="edge17" class="edge">
-<title>2&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.78,-1624.06C2083.97,-1618.66 1566.53,-1588.18 1448.31,-1489 1189.41,-1271.8 1509.79,-981.03 1261.31,-752 1121.78,-623.4 488.74,-492.7 392.57,-473.43"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="392.5,-472.7 390.4,-473 392.22,-474.07 392.5,-472.7"/>
-</g>
-<!-- 60 -->
-<g id="node60" class="node">
-<title>60</title>
-<text text-anchor="middle" x="202.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wr</text>
-</g>
-<!-- 2&%2345;&gt;60 -->
-<g id="edge18" class="edge">
-<title>2&%2345;&gt;60</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.53,-1625.02C2065.1,-1624.74 1379.92,-1617.17 1225.31,-1489 1144.48,-1421.99 1139.37,-1124.17 1075.31,-1041 932.53,-855.65 846.71,-852.24 635.31,-752 459.78,-668.77 401.99,-684.24 218.31,-621 216.29,-620.3 214.14,-619.53 212.09,-618.77"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="212.21,-618.06 210.09,-618.02 211.72,-619.37 212.21,-618.06"/>
-</g>
-<!-- 61 -->
-<g id="node61" class="node">
-<title>61</title>
-<text text-anchor="middle" x="304.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wr</text>
-</g>
-<!-- 2&%2345;&gt;61 -->
-<g id="edge19" class="edge">
-<title>2&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.63,-1623.73C2083,-1616.58 1561.08,-1578.49 1431.31,-1489 1150.1,-1295.08 1471.93,-975.14 1213.31,-752 1065.33,-624.33 414.23,-492.59 316.58,-473.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="316.48,-472.65 314.38,-472.96 316.21,-474.03 316.48,-472.65"/>
-</g>
-<!-- 62 -->
-<g id="node62" class="node">
-<title>62</title>
-<text text-anchor="middle" x="1587.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Wf</text>
-</g>
-<!-- 2&%2345;&gt;62 -->
-<g id="edge20" class="edge">
-<title>2&%2345;&gt;62</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.68,-1623.72C2124.47,-1618.53 1896.61,-1593.9 1749.31,-1489 1579.81,-1368.29 1589.31,-1257.08 1589.31,-1049 1589.31,-1049 1589.31,-1049 1589.31,-902 1589.31,-792.03 1587.82,-658.36 1587.41,-623.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1588.11,-623.25 1587.38,-621.26 1586.71,-623.27 1588.11,-623.25"/>
-</g>
-<!-- 63 -->
-<g id="node63" class="node">
-<title>63</title>
-<text text-anchor="middle" x="1085.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">⋆Wf</text>
-</g>
-<!-- 2&%2345;&gt;63 -->
-<g id="edge21" class="edge">
-<title>2&%2345;&gt;63</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2193.65,-1623.94C2086.54,-1618.07 1595.17,-1586.08 1485.31,-1489 1432.54,-1442.37 1437.31,-1408.42 1437.31,-1338 1437.31,-1338 1437.31,-1338 1437.31,-1047 1437.31,-908.56 1416.42,-865.6 1337.31,-752 1254.36,-632.9 1126.31,-509.55 1093.29,-478.45"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1093.73,-477.9 1091.79,-477.04 1092.77,-478.92 1093.73,-477.9"/>
-</g>
-<!-- 65 -->
-<g id="node65" class="node">
-<title>65</title>
-<text text-anchor="middle" x="3222.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">Δt</text>
-</g>
-<!-- 2&%2345;&gt;65 -->
-<g id="edge22" class="edge">
-<title>2&%2345;&gt;65</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.9,-1622.1C2369.27,-1603.17 3118.68,-1497.6 3212.63,-1484.36"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3212.85,-1485.04 3214.73,-1484.07 3212.65,-1483.65 3212.85,-1485.04"/>
-</g>
-<!-- 66 -->
-<g id="node66" class="node">
-<title>66</title>
-<text text-anchor="middle" x="2236.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">RAIN</text>
-</g>
-<!-- 2&%2345;&gt;66 -->
-<g id="edge23" class="edge">
-<title>2&%2345;&gt;66</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2214.62,-1618.91C2217.05,-1571.17 2233.06,-1257.64 2235.88,-1202.33"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2236.59,-1202.21 2235.99,-1200.18 2235.19,-1202.14 2236.59,-1202.21"/>
-</g>
-<!-- 67 -->
-<g id="node67" class="node">
-<title>67</title>
-<text text-anchor="middle" x="2029.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">calendar</text>
-</g>
-<!-- 2&%2345;&gt;67 -->
-<g id="edge24" class="edge">
-<title>2&%2345;&gt;67</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2206.36,-1618.9C2176.66,-1596.1 2072.22,-1515.94 2039.31,-1490.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2039.45,-1489.9 2037.43,-1489.24 2038.6,-1491.01 2039.45,-1489.9"/>
-</g>
-<!-- 68 -->
-<g id="node68" class="node">
-<title>68</title>
-<text text-anchor="middle" x="1965.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">__SoilWater__i</text>
-</g>
-<!-- 2&%2345;&gt;68 -->
-<g id="edge25" class="edge">
-<title>2&%2345;&gt;68</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2195.21,-1618.95C2152.17,-1604.26 2047.38,-1562.42 1996.31,-1489 1964.18,-1442.82 1963.91,-1370.66 1964.84,-1346.33"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1965.55,-1346.15 1964.94,-1344.13 1964.15,-1346.1 1965.55,-1346.15"/>
-</g>
-<!-- 69 -->
-<g id="node69" class="node">
-<title>69</title>
-<text text-anchor="middle" x="2107.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">IRR</text>
-</g>
-<!-- 2&%2345;&gt;69 -->
-<g id="edge26" class="edge">
-<title>2&%2345;&gt;69</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2212.47,-1618.79C2206.81,-1599.57 2189.22,-1539.34 2176.31,-1489 2147.33,-1376.06 2116.8,-1237.51 2109.13,-1202.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2109.73,-1201.85 2108.62,-1200.05 2108.36,-1202.15 2109.73,-1201.85"/>
-</g>
-<!-- 86 -->
-<g id="node86" class="node">
-<title>86</title>
-<text text-anchor="middle" x="2151.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TRAIN</text>
-</g>
-<!-- 2&%2345;&gt;86 -->
-<g id="edge27" class="edge">
-<title>2&%2345;&gt;86</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2212.49,-1618.83C2206.93,-1599.72 2190.01,-1539.77 2181.31,-1489 2162.03,-1376.52 2153.64,-1237.64 2151.74,-1202.42"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.42,-1202.02 2151.61,-1200.07 2151.02,-1202.1 2152.42,-1202.02"/>
-</g>
-<!-- 87 -->
-<g id="node87" class="node">
-<title>87</title>
-<text text-anchor="middle" x="2053.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">⋆TRAIN</text>
-</g>
-<!-- 2&%2345;&gt;87 -->
-<g id="edge28" class="edge">
-<title>2&%2345;&gt;87</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2197.44,-1618.94C2156.28,-1603.38 2049.45,-1558.36 1986.31,-1489 1938.26,-1436.23 1933.03,-1413.62 1917.31,-1344 1889.67,-1221.62 2012.77,-1089.16 2045.5,-1056.56"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2046.06,-1056.99 2046.98,-1055.08 2045.07,-1055.99 2046.06,-1056.99"/>
-</g>
-<!-- 88 -->
-<g id="node88" class="node">
-<title>88</title>
-<text text-anchor="middle" x="2309.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TIRR</text>
-</g>
-<!-- 2&%2345;&gt;88 -->
-<g id="edge29" class="edge">
-<title>2&%2345;&gt;88</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2215.65,-1618.91C2226.17,-1571.17 2295.28,-1257.64 2307.47,-1202.33"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2308.2,-1202.28 2307.94,-1200.18 2306.83,-1201.98 2308.2,-1202.28"/>
-</g>
-<!-- 89 -->
-<g id="node89" class="node">
-<title>89</title>
-<text text-anchor="middle" x="2143.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">⋆TIRR</text>
-</g>
-<!-- 2&%2345;&gt;89 -->
-<g id="edge30" class="edge">
-<title>2&%2345;&gt;89</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2214.08,-1618.77C2212.61,-1579.41 2203.42,-1361.28 2175.31,-1186 2167.39,-1136.67 2151.7,-1078.71 2145.71,-1057.4"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2146.31,-1056.95 2145.09,-1055.22 2144.96,-1057.33 2146.31,-1056.95"/>
-</g>
-<!-- 90 -->
-<g id="node90" class="node">
-<title>90</title>
-<text text-anchor="middle" x="2998.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TESa</text>
-</g>
-<!-- 2&%2345;&gt;90 -->
-<g id="edge31" class="edge">
-<title>2&%2345;&gt;90</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.14,-1624.3C2344.26,-1620.16 2848.74,-1595.46 2952.31,-1489 3033.46,-1405.58 3007.65,-1241.56 3000.07,-1202.5"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3000.71,-1202.14 2999.64,-1200.31 2999.34,-1202.41 3000.71,-1202.14"/>
-</g>
-<!-- 91 -->
-<g id="node91" class="node">
-<title>91</title>
-<text text-anchor="middle" x="2825.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">⋆TESa</text>
-</g>
-<!-- 2&%2345;&gt;91 -->
-<g id="edge32" class="edge">
-<title>2&%2345;&gt;91</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.13,-1625.51C2346.05,-1627.05 2862.31,-1619.15 2862.31,-1338 2862.31,-1338 2862.31,-1338 2862.31,-613 2862.31,-502.12 2834.81,-369.11 2827.22,-334.54"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2827.83,-334.02 2826.71,-332.22 2826.46,-334.33 2827.83,-334.02"/>
-</g>
-<!-- 93 -->
-<g id="node93" class="node">
-<title>93</title>
-<text text-anchor="middle" x="2645.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TEPa</text>
-</g>
-<!-- 2&%2345;&gt;93 -->
-<g id="edge33" class="edge">
-<title>2&%2345;&gt;93</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.95,-1620.25C2285.25,-1607.64 2415.36,-1568.74 2488.31,-1489 2539.5,-1433.04 2514.56,-1396.9 2550.31,-1330 2578.05,-1278.08 2622.06,-1222.37 2638.67,-1202.02"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2639.46,-1202.15 2640.19,-1200.16 2638.38,-1201.27 2639.46,-1202.15"/>
-</g>
-<!-- 94 -->
-<g id="node94" class="node">
-<title>94</title>
-<text text-anchor="middle" x="2495.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">⋆TEPa</text>
-</g>
-<!-- 2&%2345;&gt;94 -->
-<g id="edge34" class="edge">
-<title>2&%2345;&gt;94</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2218.7,-1618.88C2232.26,-1599.92 2274.44,-1540.35 2306.31,-1489 2384.19,-1363.52 2422.19,-1339.63 2470.31,-1200 2513.64,-1074.26 2514.31,-1037 2514.31,-904 2514.31,-904 2514.31,-904 2514.31,-613 2514.31,-502.79 2500.18,-369.3 2496.29,-334.58"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2496.95,-334.16 2496.03,-332.25 2495.56,-334.32 2496.95,-334.16"/>
-</g>
-<!-- 96 -->
-<g id="node96" class="node">
-<title>96</title>
-<text text-anchor="middle" x="3437.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">TROF</text>
-</g>
-<!-- 2&%2345;&gt;96 -->
-<g id="edge35" class="edge">
-<title>2&%2345;&gt;96</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.15,-1624.12C2386.37,-1617.58 3311.62,-1574.22 3398.31,-1489 3440.29,-1447.73 3438.43,-1246.11 3437.52,-1202.38"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3438.21,-1202.17 3437.47,-1200.18 3436.81,-1202.2 3438.21,-1202.17"/>
-</g>
-<!-- 97 -->
-<g id="node97" class="node">
-<title>97</title>
-<text text-anchor="middle" x="3492.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">⋆TROF</text>
-</g>
-<!-- 2&%2345;&gt;97 -->
-<g id="edge36" class="edge">
-<title>2&%2345;&gt;97</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.92,-1624.11C2386.48,-1617.34 3325.07,-1572.26 3416.31,-1489 3528.46,-1386.65 3497.56,-841.61 3492.85,-768.18"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3493.55,-768.1 3492.72,-766.15 3492.15,-768.19 3493.55,-768.1"/>
-</g>
-<!-- 98 -->
-<g id="node98" class="node">
-<title>98</title>
-<text text-anchor="middle" x="3080.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">TDRN</text>
-</g>
-<!-- 2&%2345;&gt;98 -->
-<g id="edge37" class="edge">
-<title>2&%2345;&gt;98</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.17,-1623.86C2346.81,-1617.4 2873.3,-1582.32 3001.31,-1489 3052.23,-1451.87 3073.11,-1371.99 3078.68,-1346.2"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3079.38,-1346.26 3079.11,-1344.16 3078.01,-1345.97 3079.38,-1346.26"/>
-</g>
-<!-- 99 -->
-<g id="node99" class="node">
-<title>99</title>
-<text text-anchor="middle" x="3314.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">⋆TDRN</text>
-</g>
-<!-- 2&%2345;&gt;99 -->
-<g id="edge38" class="edge">
-<title>2&%2345;&gt;99</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.97,-1625.11C2365.72,-1625.42 3077.92,-1620.94 3239.31,-1489 3331.57,-1413.58 3319.48,-1242.12 3315.29,-1202.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3315.97,-1202.04 3315.05,-1200.13 3314.57,-1202.19 3315.97,-1202.04"/>
-</g>
-<!-- 101 -->
-<g id="node101" class="node">
-<title>101</title>
-<text text-anchor="middle" x="3399.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">TINF</text>
-</g>
-<!-- 2&%2345;&gt;101 -->
-<g id="edge39" class="edge">
-<title>2&%2345;&gt;101</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.02,-1624.12C2383.31,-1617.6 3279.89,-1574.79 3360.31,-1489 3412.13,-1433.72 3401.16,-845.57 3399.5,-768.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3400.19,-768.2 3399.45,-766.21 3398.79,-768.23 3400.19,-768.2"/>
-</g>
-<!-- 102 -->
-<g id="node102" class="node">
-<title>102</title>
-<text text-anchor="middle" x="3364.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">⋆TINF</text>
-</g>
-<!-- 2&%2345;&gt;102 -->
-<g id="edge40" class="edge">
-<title>2&%2345;&gt;102</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.2,-1624.95C2367.44,-1624.28 3088.1,-1614.8 3259.31,-1489 3420.84,-1370.31 3358.31,-1249.44 3358.31,-1049 3358.31,-1049 3358.31,-1049 3358.31,-902 3358.31,-792.01 3362.77,-658.36 3364,-623.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3364.71,-623.28 3364.08,-621.26 3363.31,-623.23 3364.71,-623.28"/>
-</g>
-<!-- 103 -->
-<g id="node103" class="node">
-<title>103</title>
-<text text-anchor="middle" x="3498.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">SWC</text>
-</g>
-<!-- 2&%2345;&gt;103 -->
-<g id="edge41" class="edge">
-<title>2&%2345;&gt;103</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.85,-1623.84C2354.7,-1616.89 2975.56,-1577.83 3474.31,-1489 3478.16,-1488.31 3482.31,-1487.36 3486.06,-1486.41"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3486.33,-1487.06 3488.1,-1485.88 3485.98,-1485.7 3486.33,-1487.06"/>
-</g>
-<!-- 116 -->
-<g id="node116" class="node">
-<title>116</title>
-<text text-anchor="middle" x="3689.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">SWC_ADJ</text>
-</g>
-<!-- 2&%2345;&gt;116 -->
-<g id="edge42" class="edge">
-<title>2&%2345;&gt;116</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.81,-1624.49C2402.3,-1620.14 3542.25,-1587 3654.31,-1489 3697.45,-1451.26 3693.03,-1371.78 3690.33,-1346.15"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3691.02,-1346.03 3690.1,-1344.12 3689.63,-1346.18 3691.02,-1346.03"/>
-</g>
-<!-- 117 -->
-<g id="node117" class="node">
-<title>117</title>
-<text text-anchor="middle" x="3676.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">⋆SWC_ADJ</text>
-</g>
-<!-- 2&%2345;&gt;117 -->
-<g id="edge43" class="edge">
-<title>2&%2345;&gt;117</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.01,-1625.17C2383.58,-1626.06 3288.04,-1625.77 3517.31,-1489 3630.21,-1421.65 3667.68,-1243.37 3674.92,-1202.45"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3675.62,-1202.48 3675.28,-1200.39 3674.24,-1202.24 3675.62,-1202.48"/>
-</g>
-<!-- 118 -->
-<g id="node118" class="node">
-<title>118</title>
-<text text-anchor="middle" x="3437.31" y="-178.8" font-family="Courier,monospace" font-size="9.00">⋆SWC</text>
-</g>
-<!-- 2&%2345;&gt;118 -->
-<g id="edge44" class="edge">
-<title>2&%2345;&gt;118</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2235.1,-1623.62C2347.59,-1615.85 2883.3,-1574.8 3021.31,-1489 3091.6,-1445.3 3130.31,-1420.77 3130.31,-1338 3130.31,-1338 3130.31,-1338 3130.31,-1192 3130.31,-938.39 3101.74,-586.17 3260.31,-318 3299.95,-250.95 3386.45,-205.35 3421.8,-188.85"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3422.33,-189.38 3423.85,-187.9 3421.74,-188.11 3422.33,-189.38"/>
-</g>
-<!-- 4 -->
-<g id="node4" class="node">
-<title>4</title>
-<text text-anchor="middle" x="802.31" y="-1912.8" font-family="Courier,monospace" font-size="9.00">config</text>
-</g>
-<!-- 4&%2345;&gt;1 -->
-<g id="edge45" class="edge">
-<title>4&%2345;&gt;1</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.75,-1911.83C958.06,-1895.65 1819.99,-1794.07 1981.31,-1775.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1981.73,-1775.72 1983.64,-1774.79 1981.57,-1774.33 1981.73,-1775.72"/>
-</g>
-<!-- 4&%2345;&gt;3 -->
-<g id="edge46" class="edge">
-<title>4&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1913.2C680.27,-1908.28 163.23,-1878.95 48.31,-1778 -4.6,-1731.53 0.31,-1697.42 0.31,-1627 0.31,-1627 0.31,-1627 0.31,-324 0.31,-176.91 153.61,-213.45 295.31,-174 668.01,-70.24 1954.51,-41.35 2152.61,-37.48"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.62,-38.18 2154.61,-37.44 2152.6,-36.78 2152.62,-38.18"/>
-</g>
-<!-- 4&%2345;&gt;6 -->
-<g id="edge47" class="edge">
-<title>4&%2345;&gt;6</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.59,-1912.97C955.43,-1905.27 1797.01,-1854.64 2039.31,-1778 2293.26,-1697.67 2407.68,-1704.43 2564.31,-1489 2597.31,-1443.61 2595.66,-1370.94 2594.02,-1346.41"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2594.7,-1346.13 2593.86,-1344.18 2593.31,-1346.23 2594.7,-1346.13"/>
-</g>
-<!-- 8 -->
-<g id="node8" class="node">
-<title>8</title>
-<text text-anchor="middle" x="714.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">DOYP</text>
-</g>
-<!-- 4&%2345;&gt;8 -->
-<g id="edge48" class="edge">
-<title>4&%2345;&gt;8</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M798.53,-1907.9C784.45,-1885.19 735.12,-1805.58 719.26,-1779.99"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="719.82,-1779.57 718.17,-1778.24 718.63,-1780.31 719.82,-1779.57"/>
-</g>
-<!-- 17 -->
-<g id="node17" class="node">
-<title>17</title>
-<text text-anchor="middle" x="1053.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">EMP1</text>
-</g>
-<!-- 4&%2345;&gt;17 -->
-<g id="edge49" class="edge">
-<title>4&%2345;&gt;17</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M813.09,-1907.9C853.72,-1884.91 997.43,-1803.61 1040.82,-1779.07"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1041.17,-1779.67 1042.56,-1778.08 1040.48,-1778.45 1041.17,-1779.67"/>
-</g>
-<!-- 18 -->
-<g id="node18" class="node">
-<title>18</title>
-<text text-anchor="middle" x="895.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">EMP2</text>
-</g>
-<!-- 4&%2345;&gt;18 -->
-<g id="edge50" class="edge">
-<title>4&%2345;&gt;18</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M806.04,-1907.74C817.14,-1888.85 850.22,-1830.51 867.31,-1778 884.49,-1725.19 892.25,-1658.36 894.54,-1635.28"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="895.25,-1635.24 894.75,-1633.18 893.86,-1635.11 895.25,-1635.24"/>
-</g>
-<!-- 19 -->
-<g id="node19" class="node">
-<title>19</title>
-<text text-anchor="middle" x="235.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">Fc</text>
-</g>
-<!-- 4&%2345;&gt;19 -->
-<g id="edge51" class="edge">
-<title>4&%2345;&gt;19</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.12,-1912.17C690.75,-1902.46 265.6,-1854.61 161.31,-1778 99.24,-1732.41 76.31,-1704.01 76.31,-1627 76.31,-1627 76.31,-1627 76.31,-902 76.31,-834.8 65.41,-812.18 95.31,-752 126.78,-688.65 199.54,-637.8 225.71,-620.96"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="226.2,-621.47 227.51,-619.81 225.45,-620.29 226.2,-621.47"/>
-</g>
-<!-- 21 -->
-<g id="node21" class="node">
-<title>21</title>
-<text text-anchor="middle" x="1543.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">INTOT</text>
-</g>
-<!-- 4&%2345;&gt;21 -->
-<g id="edge52" class="edge">
-<title>4&%2345;&gt;21</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M818.13,-1907.87C914.68,-1870.48 1423.82,-1673.28 1525.59,-1633.86"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1526.02,-1634.44 1527.64,-1633.07 1525.52,-1633.14 1526.02,-1634.44"/>
-</g>
-<!-- 22 -->
-<g id="node22" class="node">
-<title>22</title>
-<text text-anchor="middle" x="1668.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">LAI0</text>
-</g>
-<!-- 4&%2345;&gt;22 -->
-<g id="edge53" class="edge">
-<title>4&%2345;&gt;22</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M816.7,-1907.91C858.12,-1890.15 980.75,-1836.01 1075.31,-1778 1326.93,-1623.64 1605.67,-1390.97 1659.16,-1345.76"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1659.9,-1346.06 1660.97,-1344.23 1658.99,-1344.99 1659.9,-1346.06"/>
-</g>
-<!-- 23 -->
-<g id="node23" class="node">
-<title>23</title>
-<text text-anchor="middle" x="535.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">Lfmax</text>
-</g>
-<!-- 4&%2345;&gt;23 -->
-<g id="edge54" class="edge">
-<title>4&%2345;&gt;23</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M783.97,-1911.97C727.88,-1904.8 556.82,-1875.55 465.31,-1778 416.94,-1726.44 415.31,-1697.69 415.31,-1627 415.31,-1627 415.31,-1627 415.31,-1481 415.31,-1413.24 410.94,-1392.83 436.31,-1330 458.55,-1274.91 507.96,-1221.49 527.31,-1201.88"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="528.18,-1202 529.09,-1200.09 527.18,-1201.01 528.18,-1202"/>
-</g>
-<!-- 24 -->
-<g id="node24" class="node">
-<title>24</title>
-<text text-anchor="middle" x="453.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">N0</text>
-</g>
-<!-- 4&%2345;&gt;24 -->
-<g id="edge55" class="edge">
-<title>4&%2345;&gt;24</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1912.84C727,-1908.13 550.69,-1885.09 475.31,-1778 424.07,-1705.21 447.82,-1401.01 452.55,-1346.41"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="453.26,-1346.34 452.74,-1344.29 451.87,-1346.22 453.26,-1346.34"/>
-</g>
-<!-- 25 -->
-<g id="node25" class="node">
-<title>25</title>
-<text text-anchor="middle" x="874.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">nb</text>
-</g>
-<!-- 4&%2345;&gt;25 -->
-<g id="edge56" class="edge">
-<title>4&%2345;&gt;25</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M803.32,-1907.91C811.3,-1860.17 863.68,-1546.64 872.92,-1491.33"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="873.64,-1491.27 873.27,-1489.18 872.25,-1491.04 873.64,-1491.27"/>
-</g>
-<!-- 26 -->
-<g id="node26" class="node">
-<title>26</title>
-<text text-anchor="middle" x="607.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">p1</text>
-</g>
-<!-- 4&%2345;&gt;26 -->
-<g id="edge57" class="edge">
-<title>4&%2345;&gt;26</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M793.93,-1907.9C762.34,-1884.89 650.52,-1803.47 616.92,-1779"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="617.04,-1778.22 615.01,-1777.61 616.22,-1779.35 617.04,-1778.22"/>
-</g>
-<!-- 27 -->
-<g id="node27" class="node">
-<title>27</title>
-<text text-anchor="middle" x="271.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">PD</text>
-</g>
-<!-- 4&%2345;&gt;27 -->
-<g id="edge58" class="edge">
-<title>4&%2345;&gt;27</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.09,-1913.73C717.13,-1911.77 481.49,-1896.41 345.31,-1778 289.63,-1729.59 276.31,-1700.79 276.31,-1627 276.31,-1627 276.31,-1627 276.31,-1336 276.31,-1226.01 272.59,-1092.36 271.57,-1057.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="272.26,-1057.24 271.5,-1055.26 270.86,-1057.28 272.26,-1057.24"/>
-</g>
-<!-- 28 -->
-<g id="node28" class="node">
-<title>28</title>
-<text text-anchor="middle" x="492.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">rm</text>
-</g>
-<!-- 4&%2345;&gt;28 -->
-<g id="edge59" class="edge">
-<title>4&%2345;&gt;28</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M788.99,-1907.9C736.85,-1884.02 547.3,-1797.19 502.05,-1776.46"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="502.12,-1775.72 500.01,-1775.53 501.54,-1777 502.12,-1775.72"/>
-</g>
-<!-- 29 -->
-<g id="node29" class="node">
-<title>29</title>
-<text text-anchor="middle" x="663.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">tb</text>
-</g>
-<!-- 4&%2345;&gt;29 -->
-<g id="edge60" class="edge">
-<title>4&%2345;&gt;29</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M796.33,-1907.9C774.02,-1885.1 695.55,-1804.94 670.83,-1779.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="671.31,-1779.18 669.41,-1778.24 670.31,-1780.16 671.31,-1779.18"/>
-</g>
-<!-- 30 -->
-<g id="node30" class="node">
-<title>30</title>
-<text text-anchor="middle" x="492.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">W0</text>
-</g>
-<!-- 4&%2345;&gt;30 -->
-<g id="edge61" class="edge">
-<title>4&%2345;&gt;30</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.03,-1908.23C741.86,-1893.86 637.78,-1852.23 590.31,-1778 450.58,-1559.52 533.41,-1458.31 510.31,-1200 494.78,-1026.44 492.63,-813.15 492.35,-768.45"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="493.05,-768.21 492.34,-766.22 491.65,-768.22 493.05,-768.21"/>
-</g>
-<!-- 31 -->
-<g id="node31" class="node">
-<title>31</title>
-<text text-anchor="middle" x="114.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Wc0</text>
-</g>
-<!-- 4&%2345;&gt;31 -->
-<g id="edge62" class="edge">
-<title>4&%2345;&gt;31</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.21,-1912.25C692.26,-1903.06 277.41,-1857.66 180.31,-1778 123.68,-1731.55 114.31,-1700.24 114.31,-1627 114.31,-1627 114.31,-1627 114.31,-1047 114.31,-937.03 114.31,-803.36 114.31,-768.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="115.01,-768.26 114.31,-766.26 113.61,-768.26 115.01,-768.26"/>
-</g>
-<!-- 32 -->
-<g id="node32" class="node">
-<title>32</title>
-<text text-anchor="middle" x="38.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Wr0</text>
-</g>
-<!-- 4&%2345;&gt;32 -->
-<g id="edge63" class="edge">
-<title>4&%2345;&gt;32</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.21,-1913.4C680.94,-1909.61 167.24,-1885.49 62.31,-1778 14.84,-1729.37 38.31,-1694.95 38.31,-1627 38.31,-1627 38.31,-1627 38.31,-1047 38.31,-937.03 38.31,-803.36 38.31,-768.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="39.01,-768.26 38.31,-766.26 37.61,-768.26 39.01,-768.26"/>
-</g>
-<!-- 34 -->
-<g id="node34" class="node">
-<title>34</title>
-<text text-anchor="middle" x="377.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">RUE</text>
-</g>
-<!-- 4&%2345;&gt;34 -->
-<g id="edge64" class="edge">
-<title>4&%2345;&gt;34</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.32,-1907.99C712.8,-1884.1 449.64,-1796.17 389.57,-1776.1"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="389.64,-1775.38 387.52,-1775.41 389.19,-1776.71 389.64,-1775.38"/>
-</g>
-<!-- 38 -->
-<g id="node38" class="node">
-<title>38</title>
-<text text-anchor="middle" x="331.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">ROWSPC</text>
-</g>
-<!-- 4&%2345;&gt;38 -->
-<g id="edge65" class="edge">
-<title>4&%2345;&gt;38</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.04,-1914.59C715.99,-1915.69 475.15,-1909.82 358.31,-1778 321,-1735.91 326.87,-1660.5 330.07,-1635.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="330.8,-1635.2 330.37,-1633.12 329.41,-1635.01 330.8,-1635.2"/>
-</g>
-<!-- 54 -->
-<g id="node54" class="node">
-<title>54</title>
-<text text-anchor="middle" x="194.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">E</text>
-</g>
-<!-- 4&%2345;&gt;54 -->
-<g id="edge66" class="edge">
-<title>4&%2345;&gt;54</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M784.11,-1909.75C690.19,-1887.81 262.25,-1787.87 201.49,-1773.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="201.59,-1772.98 199.49,-1773.21 201.27,-1774.35 201.59,-1772.98"/>
-</g>
-<!-- 4&%2345;&gt;68 -->
-<g id="edge67" class="edge">
-<title>4&%2345;&gt;68</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.02,-1907.92C874.79,-1889.08 1046.24,-1829.82 1187.31,-1778 1356.99,-1715.67 1408.77,-1719.85 1567.31,-1633 1736.6,-1540.25 1914.96,-1383.39 1956.37,-1346.12"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1957.22,-1346.29 1958.24,-1344.43 1956.28,-1345.25 1957.22,-1346.29"/>
-</g>
-<!-- 70 -->
-<g id="node70" class="node">
-<title>70</title>
-<text text-anchor="middle" x="3803.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">CN</text>
-</g>
-<!-- 4&%2345;&gt;70 -->
-<g id="edge68" class="edge">
-<title>4&%2345;&gt;70</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.55,-1913.33C1002.22,-1906.62 2504.67,-1850.26 3720.31,-1778 3746.7,-1776.43 3777.77,-1774.04 3793.35,-1772.8"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3793.59,-1773.49 3795.53,-1772.63 3793.48,-1772.09 3793.59,-1773.49"/>
-</g>
-<!-- 71 -->
-<g id="node71" class="node">
-<title>71</title>
-<text text-anchor="middle" x="941.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">DP</text>
-</g>
-<!-- 4&%2345;&gt;71 -->
-<g id="edge69" class="edge">
-<title>4&%2345;&gt;71</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M806.41,-1907.97C819.01,-1889.28 857.86,-1830.41 883.31,-1778 908.85,-1725.38 931.22,-1658.43 938.67,-1635.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="939.4,-1635.32 939.35,-1633.2 938.07,-1634.89 939.4,-1635.32"/>
-</g>
-<!-- 72 -->
-<g id="node72" class="node">
-<title>72</title>
-<text text-anchor="middle" x="3007.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">DRNp</text>
-</g>
-<!-- 4&%2345;&gt;72 -->
-<g id="edge70" class="edge">
-<title>4&%2345;&gt;72</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.38,-1912.84C1019.92,-1899.99 2808.14,-1784.83 2992.05,-1772.98"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2992.19,-1773.68 2994.14,-1772.85 2992.1,-1772.28 2992.19,-1773.68"/>
-</g>
-<!-- 73 -->
-<g id="node73" class="node">
-<title>73</title>
-<text text-anchor="middle" x="802.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">WPp</text>
-</g>
-<!-- 4&%2345;&gt;73 -->
-<g id="edge71" class="edge">
-<title>4&%2345;&gt;73</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M802.31,-1907.74C802.31,-1870.45 802.31,-1677.84 802.31,-1635.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="803.01,-1635.18 802.31,-1633.18 801.61,-1635.18 803.01,-1635.18"/>
-</g>
-<!-- 74 -->
-<g id="node74" class="node">
-<title>74</title>
-<text text-anchor="middle" x="981.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">FCp</text>
-</g>
-<!-- 4&%2345;&gt;74 -->
-<g id="edge72" class="edge">
-<title>4&%2345;&gt;74</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M807.1,-1907.97C821.86,-1889.25 867.62,-1830.33 900.31,-1778 933.27,-1725.24 966.43,-1657.92 977.47,-1635.03"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="978.11,-1635.31 978.35,-1633.2 976.85,-1634.7 978.11,-1635.31"/>
-</g>
-<!-- 75 -->
-<g id="node75" class="node">
-<title>75</title>
-<text text-anchor="middle" x="1012.31" y="-1768.8" font-family="Courier,monospace" font-size="9.00">STp</text>
-</g>
-<!-- 4&%2345;&gt;75 -->
-<g id="edge73" class="edge">
-<title>4&%2345;&gt;75</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M811.33,-1907.9C845.18,-1885.01 964.54,-1804.3 1001.39,-1779.38"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1001.82,-1779.94 1003.08,-1778.24 1001.03,-1778.78 1001.82,-1779.94"/>
-</g>
-<!-- 76 -->
-<g id="node76" class="node">
-<title>76</title>
-<text text-anchor="middle" x="3657.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">SWC0</text>
-</g>
-<!-- 4&%2345;&gt;76 -->
-<g id="edge74" class="edge">
-<title>4&%2345;&gt;76</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.53,-1913.4C1008.95,-1907.12 2604.47,-1852.19 3074.31,-1778 3304.41,-1741.67 3575.58,-1654.2 3642.05,-1632.13"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3642.28,-1632.79 3643.95,-1631.49 3641.83,-1631.46 3642.28,-1632.79"/>
-</g>
-<!-- 104 -->
-<g id="node104" class="node">
-<title>104</title>
-<text text-anchor="middle" x="3603.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">αs</text>
-</g>
-<!-- 4&%2345;&gt;104 -->
-<g id="edge75" class="edge">
-<title>4&%2345;&gt;104</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.53,-1914.25C977.66,-1916.1 2119.53,-1923.99 3029.31,-1778 3262.62,-1740.56 3538.53,-1649.03 3593.51,-1630.36"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3594,-1630.93 3595.66,-1629.62 3593.55,-1629.61 3594,-1630.93"/>
-</g>
-<!-- 105 -->
-<g id="node105" class="node">
-<title>105</title>
-<text text-anchor="middle" x="3895.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">αc</text>
-</g>
-<!-- 4&%2345;&gt;105 -->
-<g id="edge76" class="edge">
-<title>4&%2345;&gt;105</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M820.6,-1913.42C1011.45,-1907.33 2640.71,-1853.53 3120.31,-1778 3373.85,-1738.07 3446.05,-1740.09 3679.31,-1633 3767.99,-1592.28 3859.16,-1514.99 3886.84,-1490.58"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3887.39,-1491.04 3888.42,-1489.19 3886.46,-1489.99 3887.39,-1491.04"/>
-</g>
-<!-- 126 -->
-<g id="node126" class="node">
-<title>126</title>
-<text text-anchor="middle" x="742.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">STRESS_DEPTH</text>
-</g>
-<!-- 4&%2345;&gt;126 -->
-<g id="edge77" class="edge">
-<title>4&%2345;&gt;126</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M801.46,-1907.91C794.81,-1860.17 751.17,-1546.64 743.47,-1491.33"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="744.14,-1491.06 743.17,-1489.18 742.75,-1491.26 744.14,-1491.06"/>
-</g>
-<!-- 5&%2345;&gt;3 -->
-<g id="edge78" class="edge">
-<title>5&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2562.15,-1185.97C2564.89,-1165.59 2573.3,-1097.45 2571.31,-1041 2559.97,-719.07 2665.55,-605.53 2520.31,-318 2444.97,-168.87 2250.91,-70.36 2194.13,-44.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2194.28,-43.36 2192.17,-43.16 2193.69,-44.63 2194.28,-43.36"/>
-</g>
-<!-- 7 -->
-<g id="node7" class="node">
-<title>7</title>
-<text text-anchor="middle" x="2552.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">DOY</text>
-</g>
-<!-- 5&%2345;&gt;7 -->
-<g id="edge79" class="edge">
-<title>5&%2345;&gt;7</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2560.92,-1185.86C2559.49,-1163.08 2554.48,-1083.45 2552.83,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2553.53,-1057.23 2552.7,-1055.28 2552.13,-1057.32 2553.53,-1057.23"/>
-</g>
-<!-- 6&%2345;&gt;3 -->
-<g id="edge80" class="edge">
-<title>6&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2597.8,-1329.68C2618.56,-1299.81 2704.31,-1169.2 2704.31,-1049 2704.31,-1049 2704.31,-1049 2704.31,-324 2704.31,-93.34 2309.73,-46.94 2204.07,-38.65"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-37.94 2201.93,-38.49 2203.87,-39.34 2203.98,-37.94"/>
-</g>
-<!-- 6&%2345;&gt;5 -->
-<g id="edge81" class="edge">
-<title>6&%2345;&gt;5</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2591.93,-1329.9C2586.84,-1307.28 2569.02,-1228.21 2563.18,-1202.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2563.84,-1202.04 2562.71,-1200.24 2562.47,-1202.34 2563.84,-1202.04"/>
-</g>
-<!-- 6&%2345;&gt;9 -->
-<g id="edge82" class="edge">
-<title>6&%2345;&gt;9</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2599.84,-1329.9C2624.24,-1307.1 2710.05,-1226.94 2737.08,-1201.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2737.65,-1202.12 2738.63,-1200.24 2736.69,-1201.09 2737.65,-1202.12"/>
-</g>
-<!-- 6&%2345;&gt;10 -->
-<g id="edge83" class="edge">
-<title>6&%2345;&gt;10</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2587.08,-1329.9C2563.8,-1307.1 2481.94,-1226.94 2456.15,-1201.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2456.6,-1201.14 2454.68,-1200.24 2455.62,-1202.14 2456.6,-1201.14"/>
-</g>
-<!-- 6&%2345;&gt;13 -->
-<g id="edge84" class="edge">
-<title>6&%2345;&gt;13</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2602.06,-1329.99C2628.3,-1311.79 2708.14,-1255.17 2767.31,-1200 2821.73,-1149.24 2878.8,-1079.61 2897.21,-1056.67"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2897.76,-1057.1 2898.47,-1055.1 2896.67,-1056.22 2897.76,-1057.1"/>
-</g>
-<!-- 6&%2345;&gt;66 -->
-<g id="edge85" class="edge">
-<title>6&%2345;&gt;66</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2577.97,-1329.9C2519.4,-1306.6 2310.27,-1223.42 2251.67,-1200.11"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2251.77,-1199.4 2249.65,-1199.31 2251.25,-1200.7 2251.77,-1199.4"/>
-</g>
-<!-- 39 -->
-<g id="node39" class="node">
-<title>39</title>
-<text text-anchor="middle" x="1214.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">P</text>
-</g>
-<!-- 7&%2345;&gt;39 -->
-<g id="edge86" class="edge">
-<title>7&%2345;&gt;39</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2541.98,-1046.36C2433.28,-1039.62 1497.83,-979.97 1228.31,-910 1226,-909.4 1223.59,-908.48 1221.43,-907.54"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1221.47,-906.79 1219.36,-906.61 1220.89,-908.07 1221.47,-906.79"/>
-</g>
-<!-- 8&%2345;&gt;39 -->
-<g id="edge87" class="edge">
-<title>8&%2345;&gt;39</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M713.86,-1763.87C711.69,-1733.87 702.25,-1599.37 699.31,-1489 693.94,-1287.61 629.8,-1187.29 768.31,-1041 897.68,-904.35 1159.53,-902.89 1206.88,-903.79"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1206.96,-904.49 1208.97,-903.84 1206.99,-903.09 1206.96,-904.49"/>
-</g>
-<!-- 9&%2345;&gt;3 -->
-<g id="edge88" class="edge">
-<title>9&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2758.62,-1186.4C2793.05,-1171.13 2885.11,-1125.2 2925.31,-1055 3023.19,-884.07 2978.31,-811.97 2978.31,-615 2978.31,-615 2978.31,-615 2978.31,-324 2978.31,-155.49 2341.49,-59.21 2204.19,-40.41"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.89,-39.66 2201.82,-40.09 2203.7,-41.05 2203.89,-39.66"/>
-</g>
-<!-- 11 -->
-<g id="node11" class="node">
-<title>11</title>
-<text text-anchor="middle" x="2400.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">TMN</text>
-</g>
-<!-- 9&%2345;&gt;11 -->
-<g id="edge89" class="edge">
-<title>9&%2345;&gt;11</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2732.2,-1186.57C2677.33,-1163.82 2466.38,-1076.39 2412.76,-1054.16"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2412.74,-1053.39 2410.62,-1053.27 2412.2,-1054.69 2412.74,-1053.39"/>
-</g>
-<!-- 33 -->
-<g id="node33" class="node">
-<title>33</title>
-<text text-anchor="middle" x="1627.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">PT</text>
-</g>
-<!-- 9&%2345;&gt;33 -->
-<g id="edge90" class="edge">
-<title>9&%2345;&gt;33</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2740.44,-1185.73C2721.67,-1162.05 2650.95,-1077.47 2571.31,-1041 2391.66,-958.73 1726.73,-910.8 1637.28,-904.67"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1637.32,-903.97 1635.28,-904.53 1637.23,-905.37 1637.32,-903.97"/>
-</g>
-<!-- 107 -->
-<g id="node107" class="node">
-<title>107</title>
-<text text-anchor="middle" x="2783.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Tmed</text>
-</g>
-<!-- 9&%2345;&gt;107 -->
-<g id="edge91" class="edge">
-<title>9&%2345;&gt;107</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2746.94,-1185.86C2752.99,-1163.08 2774.15,-1083.45 2781.09,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2781.8,-1057.4 2781.64,-1055.28 2780.45,-1057.04 2781.8,-1057.4"/>
-</g>
-<!-- 109 -->
-<g id="node109" class="node">
-<title>109</title>
-<text text-anchor="middle" x="2753.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">f</text>
-</g>
-<!-- 9&%2345;&gt;109 -->
-<g id="edge92" class="edge">
-<title>9&%2345;&gt;109</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2749.18,-1185.76C2760.6,-1166.92 2794.08,-1108.62 2805.31,-1055 2817.13,-998.51 2775.35,-934.06 2759.32,-911.93"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2759.77,-911.37 2758.03,-910.17 2758.64,-912.2 2759.77,-911.37"/>
-</g>
-<!-- 10&%2345;&gt;3 -->
-<g id="edge93" class="edge">
-<title>10&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2448.57,-1185.88C2449.32,-1165.22 2450.76,-1096.29 2439.31,-1041 2398.44,-843.71 2284.31,-816.48 2284.31,-615 2284.31,-615 2284.31,-615 2284.31,-324 2284.31,-206.82 2205.59,-78.47 2183.83,-45.22"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2184.28,-44.64 2182.59,-43.35 2183.11,-45.4 2184.28,-44.64"/>
-</g>
-<!-- 10&%2345;&gt;11 -->
-<g id="edge94" class="edge">
-<title>10&%2345;&gt;11</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2446.24,-1185.86C2438.6,-1163.08 2411.87,-1083.45 2403.11,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2403.72,-1056.96 2402.42,-1055.28 2402.39,-1057.4 2403.72,-1056.96"/>
-</g>
-<!-- 10&%2345;&gt;33 -->
-<g id="edge95" class="edge">
-<title>10&%2345;&gt;33</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2449.32,-1185.7C2452.66,-1162.6 2460.83,-1081.77 2419.31,-1041 2301.11,-924.97 1721.06,-906.32 1637.38,-904.23"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1637.28,-903.52 1635.27,-904.18 1637.25,-904.92 1637.28,-903.52"/>
-</g>
-<!-- 10&%2345;&gt;107 -->
-<g id="edge96" class="edge">
-<title>10&%2345;&gt;107</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2461.44,-1186.39C2514.4,-1163.79 2712.13,-1079.38 2768.33,-1055.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2768.7,-1056 2770.27,-1054.57 2768.15,-1054.71 2768.7,-1056"/>
-</g>
-<!-- 46 -->
-<g id="node46" class="node">
-<title>46</title>
-<text text-anchor="middle" x="754.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">di</text>
-</g>
-<!-- 11&%2345;&gt;46 -->
-<g id="edge97" class="edge">
-<title>11&%2345;&gt;46</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2390.23,-1043.53C2387.09,-1042.57 2383.58,-1041.62 2380.31,-1041 1674.81,-908.01 1470.93,-1066.66 770.31,-910 768.22,-909.53 766.04,-908.86 763.99,-908.12"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="764.11,-907.42 761.99,-907.37 763.62,-908.73 764.11,-907.42"/>
-</g>
-<!-- 12 -->
-<g id="node12" class="node">
-<title>12</title>
-<text text-anchor="middle" x="1247.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">PAR</text>
-</g>
-<!-- 35 -->
-<g id="node35" class="node">
-<title>35</title>
-<text text-anchor="middle" x="841.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">Pg</text>
-</g>
-<!-- 12&%2345;&gt;35 -->
-<g id="edge98" class="edge">
-<title>12&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1237.27,-898.49C1181.15,-878.86 906.69,-782.87 851.13,-763.43"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="851.06,-762.67 848.94,-762.67 850.6,-763.99 851.06,-762.67"/>
-</g>
-<!-- 13&%2345;&gt;3 -->
-<g id="edge99" class="edge">
-<title>13&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2903.97,-1040.76C2908.81,-995 2938.31,-706.43 2938.31,-471 2938.31,-471 2938.31,-471 2938.31,-324 2938.31,-163.46 2337.27,-61.48 2204.19,-40.87"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.97,-40.13 2201.89,-40.51 2203.76,-41.51 2203.97,-40.13"/>
-</g>
-<!-- 13&%2345;&gt;12 -->
-<g id="edge100" class="edge">
-<title>13&%2345;&gt;12</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2889.98,-1045.85C2741.64,-1033.04 1402.42,-917.39 1259.62,-905.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1259.66,-904.36 1257.61,-904.89 1259.54,-905.76 1259.66,-904.36"/>
-</g>
-<!-- 108 -->
-<g id="node108" class="node">
-<title>108</title>
-<text text-anchor="middle" x="2824.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">EEQ</text>
-</g>
-<!-- 13&%2345;&gt;108 -->
-<g id="edge101" class="edge">
-<title>13&%2345;&gt;108</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2899.91,-1040.86C2887.28,-1017.99 2842.99,-937.81 2828.75,-912.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2829.36,-911.69 2827.78,-910.28 2828.13,-912.37 2829.36,-911.69"/>
-</g>
-<!-- 14 -->
-<g id="node14" class="node">
-<title>14</title>
-<text text-anchor="middle" x="795.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">SWFAC</text>
-</g>
-<!-- 14&%2345;&gt;35 -->
-<g id="edge102" class="edge">
-<title>14&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M797.28,-895.9C804.61,-873.28 830.22,-794.21 838.62,-768.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="839.34,-768.36 839.29,-766.24 838,-767.93 839.34,-768.36"/>
-</g>
-<!-- 50 -->
-<g id="node50" class="node">
-<title>50</title>
-<text text-anchor="middle" x="1129.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">dLAI1</text>
-</g>
-<!-- 14&%2345;&gt;50 -->
-<g id="edge103" class="edge">
-<title>14&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M803.99,-895.92C829.24,-877.97 904.1,-822.91 955.31,-766 1007.5,-707.99 1014.77,-688.27 1054.31,-621 1085.03,-568.72 1115.41,-502.22 1125.66,-479.24"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1126.42,-479.27 1126.59,-477.16 1125.14,-478.7 1126.42,-479.27"/>
-</g>
-<!-- 95 -->
-<g id="node95" class="node">
-<title>95</title>
-<text text-anchor="middle" x="2476.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">EPa</text>
-</g>
-<!-- 14&%2345;&gt;95 -->
-<g id="edge104" class="edge">
-<title>14&%2345;&gt;95</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M807.11,-895.94C850.88,-873.7 1008.55,-795.53 1146.31,-752 1678.82,-583.74 2363.28,-486.45 2463.77,-472.69"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2464.15,-473.35 2466.04,-472.38 2463.96,-471.96 2464.15,-473.35"/>
-</g>
-<!-- 15 -->
-<g id="node15" class="node">
-<title>15</title>
-<text text-anchor="middle" x="795.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">SWFAC2</text>
-</g>
-<!-- 15&%2345;&gt;14 -->
-<g id="edge105" class="edge">
-<title>15&%2345;&gt;14</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M795.31,-1040.86C795.31,-1018.08 795.31,-938.45 795.31,-912.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="796.01,-912.28 795.31,-910.28 794.61,-912.28 796.01,-912.28"/>
-</g>
-<!-- 16 -->
-<g id="node16" class="node">
-<title>16</title>
-<text text-anchor="middle" x="765.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">SWFAC1</text>
-</g>
-<!-- 16&%2345;&gt;14 -->
-<g id="edge106" class="edge">
-<title>16&%2345;&gt;14</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M765.05,-1185.93C764.26,-1165.46 762.27,-1097.05 768.31,-1041 773.61,-991.7 787.68,-933.72 793.12,-912.4"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="793.86,-912.33 793.68,-910.22 792.5,-911.99 793.86,-912.33"/>
-</g>
-<!-- 17&%2345;&gt;50 -->
-<g id="edge107" class="edge">
-<title>17&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1053.68,-1763.99C1056.05,-1726.04 1069.16,-1515.6 1079.31,-1344 1100.48,-986.05 1125.15,-545.45 1128.84,-479.44"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1129.55,-479.28 1128.96,-477.25 1128.15,-479.2 1129.55,-479.28"/>
-</g>
-<!-- 49 -->
-<g id="node49" class="node">
-<title>49</title>
-<text text-anchor="middle" x="1038.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">__Plant__a</text>
-</g>
-<!-- 18&%2345;&gt;49 -->
-<g id="edge108" class="edge">
-<title>18&%2345;&gt;49</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M895.44,-1618.87C896.21,-1587.69 901.22,-1443.61 929.31,-1330 957.01,-1217.94 1017.91,-1090.34 1034.22,-1057.2"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1034.88,-1057.44 1035.14,-1055.34 1033.63,-1056.82 1034.88,-1057.44"/>
-</g>
-<!-- 19&%2345;&gt;59 -->
-<g id="edge109" class="edge">
-<title>19&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M241.54,-606.9C264.82,-584.1 346.67,-503.94 372.46,-478.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="373,-479.14 373.94,-477.24 372.02,-478.14 373,-479.14"/>
-</g>
-<!-- 19&%2345;&gt;61 -->
-<g id="edge110" class="edge">
-<title>19&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M238.27,-606.9C249.26,-584.28 287.68,-505.21 300.28,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="301.03,-479.34 301.28,-477.24 299.77,-478.73 301.03,-479.34"/>
-</g>
-<!-- 20 -->
-<g id="node20" class="node">
-<title>20</title>
-<text text-anchor="middle" x="642.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">sla</text>
-</g>
-<!-- 51 -->
-<g id="node51" class="node">
-<title>51</title>
-<text text-anchor="middle" x="611.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">dLAI2</text>
-</g>
-<!-- 20&%2345;&gt;51 -->
-<g id="edge111" class="edge">
-<title>20&%2345;&gt;51</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M640.97,-895.9C636.04,-873.28 618.78,-794.21 613.12,-768.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="613.78,-768.04 612.67,-766.24 612.41,-768.34 613.78,-768.04"/>
-</g>
-<!-- 64 -->
-<g id="node64" class="node">
-<title>64</title>
-<text text-anchor="middle" x="1717.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">endsim</text>
-</g>
-<!-- 21&%2345;&gt;64 -->
-<g id="edge112" class="edge">
-<title>21&%2345;&gt;64</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1547.1,-1618.74C1569.75,-1581.38 1686.95,-1388.08 1712.42,-1346.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1713.12,-1346.25 1713.56,-1344.18 1711.93,-1345.53 1713.12,-1346.25"/>
-</g>
-<!-- 22&%2345;&gt;37 -->
-<g id="edge113" class="edge">
-<title>22&%2345;&gt;37</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1676.56,-1329.9C1707.38,-1307.1 1815.77,-1226.94 1849.92,-1201.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1850.68,-1201.99 1851.87,-1200.24 1849.85,-1200.87 1850.68,-1201.99"/>
-</g>
-<!-- 22&%2345;&gt;53 -->
-<g id="edge114" class="edge">
-<title>22&%2345;&gt;53</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1668.24,-1329.92C1667.6,-1267.84 1663.13,-742.33 1689.31,-318 1692.3,-269.54 1699.45,-211.7 1702.2,-190.4"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1702.92,-190.29 1702.48,-188.22 1701.53,-190.11 1702.92,-190.29"/>
-</g>
-<!-- 40 -->
-<g id="node40" class="node">
-<title>40</title>
-<text text-anchor="middle" x="939.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">VP</text>
-</g>
-<!-- 23&%2345;&gt;40 -->
-<g id="edge115" class="edge">
-<title>23&%2345;&gt;40</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M538.83,-1185.83C550.77,-1165.03 591.02,-1095.7 628.31,-1041 673.72,-974.38 678.83,-951.51 737.31,-896 802.58,-834.04 898.99,-781.08 929.6,-765"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="930.25,-765.45 931.69,-763.91 929.6,-764.21 930.25,-765.45"/>
-</g>
-<!-- 42 -->
-<g id="node42" class="node">
-<title>42</title>
-<text text-anchor="middle" x="530.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">RP</text>
-</g>
-<!-- 23&%2345;&gt;42 -->
-<g id="edge116" class="edge">
-<title>23&%2345;&gt;42</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M535.09,-1185.86C534.3,-1163.08 531.51,-1083.45 530.6,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="531.3,-1057.26 530.53,-1055.28 529.9,-1057.31 531.3,-1057.26"/>
-</g>
-<!-- 24&%2345;&gt;41 -->
-<g id="edge117" class="edge">
-<title>24&%2345;&gt;41</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M460.81,-1333.48C499.79,-1320.33 683.04,-1258.06 830.31,-1200 832.52,-1199.13 834.91,-1198.13 837.07,-1197.2"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="837.59,-1197.73 839.15,-1196.3 837.04,-1196.45 837.59,-1197.73"/>
-</g>
-<!-- 24&%2345;&gt;45 -->
-<g id="edge118" class="edge">
-<title>24&%2345;&gt;45</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M450.49,-1329.83C429.19,-1282.2 296.89,-968.86 400.31,-752 511.23,-519.4 893.99,-477.39 961.19,-471.75"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="961.52,-472.43 963.45,-471.57 961.4,-471.03 961.52,-472.43"/>
-</g>
-<!-- 25&%2345;&gt;49 -->
-<g id="edge119" class="edge">
-<title>25&%2345;&gt;49</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M873.42,-1475C869,-1443.22 851.54,-1292.17 901.31,-1186 930.17,-1124.43 998.87,-1074.67 1026.5,-1056.46"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1027.13,-1056.89 1028.42,-1055.21 1026.36,-1055.72 1027.13,-1056.89"/>
-</g>
-<!-- 26&%2345;&gt;51 -->
-<g id="edge120" class="edge">
-<title>26&%2345;&gt;51</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M607.19,-1763.74C606.64,-1733.07 604.31,-1595.61 604.31,-1483 604.31,-1483 604.31,-1483 604.31,-1047 604.31,-937 609.51,-803.35 610.94,-768.59"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="611.66,-768.29 611.04,-766.26 610.26,-768.23 611.66,-768.29"/>
-</g>
-<!-- 27&%2345;&gt;35 -->
-<g id="edge121" class="edge">
-<title>27&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M271.47,-1040.72C272.44,-1017.7 279,-937.11 323.31,-896 402.79,-822.25 767.41,-770 831.63,-761.29"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="831.9,-761.96 833.79,-760.99 831.71,-760.57 831.9,-761.96"/>
-</g>
-<!-- 36 -->
-<g id="node36" class="node">
-<title>36</title>
-<text text-anchor="middle" x="340.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">Y1</text>
-</g>
-<!-- 27&%2345;&gt;36 -->
-<g id="edge122" class="edge">
-<title>27&%2345;&gt;36</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M274.27,-1040.86C285.26,-1018.08 323.68,-938.45 336.28,-912.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="337.04,-912.39 337.28,-910.28 335.78,-911.78 337.04,-912.39"/>
-</g>
-<!-- 27&%2345;&gt;50 -->
-<g id="edge123" class="edge">
-<title>27&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M270.25,-1040.96C266.84,-1019.98 257.57,-948.75 278.31,-896 309,-817.94 337.48,-807.58 400.31,-752 488.29,-674.16 514.09,-655.02 621.31,-607 668.28,-585.96 1026.67,-496.46 1111.39,-475.44"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1111.81,-476.05 1113.58,-474.89 1111.47,-474.69 1111.81,-476.05"/>
-</g>
-<!-- 27&%2345;&gt;51 -->
-<g id="edge124" class="edge">
-<title>27&%2345;&gt;51</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M270.09,-1040.74C266.12,-1018.43 255.72,-941.73 290.31,-896 367.92,-793.4 537.94,-767.42 593.41,-761.56"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="593.74,-762.23 595.65,-761.32 593.59,-760.83 593.74,-762.23"/>
-</g>
-<!-- 55 -->
-<g id="node55" class="node">
-<title>55</title>
-<text text-anchor="middle" x="340.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">dW</text>
-</g>
-<!-- 27&%2345;&gt;55 -->
-<g id="edge125" class="edge">
-<title>27&%2345;&gt;55</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M266.33,-1040.9C250.57,-1020.87 203.43,-954.97 214.31,-896 235.7,-780.01 313.79,-655.26 334.97,-622.98"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="335.66,-623.21 336.17,-621.16 334.49,-622.44 335.66,-623.21"/>
-</g>
-<!-- 44 -->
-<g id="node44" class="node">
-<title>44</title>
-<text text-anchor="middle" x="1020.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">dN</text>
-</g>
-<!-- 28&%2345;&gt;44 -->
-<g id="edge126" class="edge">
-<title>28&%2345;&gt;44</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M491.98,-1763.78C487.64,-1680.79 442.16,-794.52 475.31,-752 545.41,-662.09 941.8,-622.16 1010.24,-615.89"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1010.61,-616.56 1012.54,-615.68 1010.48,-615.16 1010.61,-616.56"/>
-</g>
-<!-- 29&%2345;&gt;46 -->
-<g id="edge127" class="edge">
-<title>29&%2345;&gt;46</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M662.51,-1763.75C658.67,-1733.14 642.31,-1595.91 642.31,-1483 642.31,-1483 642.31,-1483 642.31,-1192 642.31,-1073.65 725.48,-945.41 748.48,-912.21"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="749.21,-912.38 749.78,-910.34 748.06,-911.58 749.21,-912.38"/>
-</g>
-<!-- 30&%2345;&gt;56 -->
-<g id="edge128" class="edge">
-<title>30&%2345;&gt;56</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M499.88,-756.81C582.22,-743.82 1310.33,-629.03 1391.89,-616.17"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1392.24,-616.82 1394.11,-615.82 1392.03,-615.44 1392.24,-616.82"/>
-</g>
-<!-- 30&%2345;&gt;57 -->
-<g id="edge129" class="edge">
-<title>30&%2345;&gt;57</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M496.38,-751.79C512.14,-728.3 571.9,-644.33 644.31,-607 791.34,-531.18 1345.67,-479.12 1426.46,-471.87"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1426.78,-472.54 1428.71,-471.67 1426.66,-471.15 1426.78,-472.54"/>
-</g>
-<!-- 31&%2345;&gt;58 -->
-<g id="edge130" class="edge">
-<title>31&%2345;&gt;58</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M122.6,-751.86C153.87,-728.69 264.53,-646.69 297.79,-622.05"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="298.49,-622.4 299.68,-620.65 297.66,-621.28 298.49,-622.4"/>
-</g>
-<!-- 31&%2345;&gt;59 -->
-<g id="edge131" class="edge">
-<title>31&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M120.76,-751.88C140.68,-732.93 202.81,-673.28 251.31,-621 300.15,-568.34 355.28,-501.62 373.83,-478.95"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="374.58,-479.14 375.3,-477.14 373.5,-478.25 374.58,-479.14"/>
-</g>
-<!-- 32&%2345;&gt;60 -->
-<g id="edge132" class="edge">
-<title>32&%2345;&gt;60</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M45.35,-751.86C71.68,-728.9 164.26,-648.17 193.43,-622.74"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="194.05,-623.12 195.1,-621.28 193.13,-622.07 194.05,-623.12"/>
-</g>
-<!-- 32&%2345;&gt;61 -->
-<g id="edge133" class="edge">
-<title>32&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M44.11,-751.74C78.74,-714.38 257.9,-521.08 296.83,-479.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="297.73,-479.12 298.58,-477.18 296.71,-478.17 297.73,-479.12"/>
-</g>
-<!-- 33&%2345;&gt;35 -->
-<g id="edge134" class="edge">
-<title>33&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1619.78,-900.64C1545.03,-887.14 936.97,-777.28 851.32,-761.81"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="851.26,-761.09 849.17,-761.42 851.01,-762.46 851.26,-761.09"/>
-</g>
-<!-- 33&%2345;&gt;44 -->
-<g id="edge135" class="edge">
-<title>33&%2345;&gt;44</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1619.63,-898.37C1554.94,-867.79 1101.42,-653.35 1029.82,-619.5"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1029.92,-618.77 1027.81,-618.55 1029.32,-620.04 1029.92,-618.77"/>
-</g>
-<!-- 33&%2345;&gt;50 -->
-<g id="edge136" class="edge">
-<title>33&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1629.05,-895.89C1638.24,-862.26 1677.87,-698.03 1603.31,-607 1542.67,-532.97 1226.5,-484.53 1147.31,-473.43"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1147.11,-472.7 1145.03,-473.12 1146.92,-474.09 1147.11,-472.7"/>
-</g>
-<!-- 34&%2345;&gt;35 -->
-<g id="edge137" class="edge">
-<title>34&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M377.31,-1763.74C377.31,-1733.07 377.31,-1595.61 377.31,-1483 377.31,-1483 377.31,-1483 377.31,-1192 377.31,-1101.68 448.65,-1104.07 513.31,-1041 574.44,-981.36 786.49,-805.36 832.47,-767.31"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="832.94,-767.83 834.03,-766.01 832.05,-766.75 832.94,-767.83"/>
-</g>
-<!-- 35&%2345;&gt;55 -->
-<g id="edge138" class="edge">
-<title>35&%2345;&gt;55</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M833.44,-755.75C775.49,-739.21 415.32,-636.41 350.34,-617.87"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="350.27,-617.12 348.16,-617.24 349.89,-618.46 350.27,-617.12"/>
-</g>
-<!-- 36&%2345;&gt;35 -->
-<g id="edge139" class="edge">
-<title>36&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M348.18,-899.77C406.12,-883.35 766.3,-781.26 831.27,-762.85"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="831.72,-763.44 833.45,-762.23 831.34,-762.1 831.72,-763.44"/>
-</g>
-<!-- 37&%2345;&gt;3 -->
-<g id="edge140" class="edge">
-<title>37&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1862.06,-1185.97C1873,-1147.86 1931.31,-936.33 1931.31,-760 1931.31,-760 1931.31,-760 1931.31,-324 1931.31,-179.77 2112.73,-71.96 2164.6,-44.08"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2164.96,-44.68 2166.39,-43.12 2164.3,-43.45 2164.96,-44.68"/>
-</g>
-<!-- 37&%2345;&gt;35 -->
-<g id="edge141" class="edge">
-<title>37&%2345;&gt;35</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1850.22,-1187.72C1750.76,-1145.56 947.11,-804.86 850.75,-764"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="850.97,-763.34 848.86,-763.2 850.43,-764.63 850.97,-763.34"/>
-</g>
-<!-- 37&%2345;&gt;53 -->
-<g id="edge142" class="edge">
-<title>37&%2345;&gt;53</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1860.58,-1185.85C1861.88,-1155.72 1867.54,-1020.69 1869.31,-910 1874.16,-605.77 1730.57,-247.43 1706.66,-189.95"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1707.28,-189.61 1705.86,-188.03 1705.98,-190.15 1707.28,-189.61"/>
-</g>
-<!-- 106 -->
-<g id="node106" class="node">
-<title>106</title>
-<text text-anchor="middle" x="3168.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">ALB</text>
-</g>
-<!-- 37&%2345;&gt;106 -->
-<g id="edge143" class="edge">
-<title>37&%2345;&gt;106</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1870.46,-1190.89C1984.87,-1178.38 3030.47,-1064.07 3156,-1050.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3156.21,-1051.03 3158.12,-1050.11 3156.06,-1049.64 3156.21,-1051.03"/>
-</g>
-<!-- 111 -->
-<g id="node111" class="node">
-<title>111</title>
-<text text-anchor="middle" x="2753.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">ESp</text>
-</g>
-<!-- 37&%2345;&gt;111 -->
-<g id="edge144" class="edge">
-<title>37&%2345;&gt;111</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1866.23,-1185.74C1886.94,-1164.08 1958.51,-1090.85 2026.31,-1041 2297.64,-841.47 2668.93,-656.28 2740.94,-621.02"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2741.49,-621.52 2742.98,-620.02 2740.88,-620.27 2741.49,-621.52"/>
-</g>
-<!-- 112 -->
-<g id="node112" class="node">
-<title>112</title>
-<text text-anchor="middle" x="2476.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">EPp</text>
-</g>
-<!-- 37&%2345;&gt;112 -->
-<g id="edge145" class="edge">
-<title>37&%2345;&gt;112</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1863.88,-1185.81C1876.01,-1164.94 1916.95,-1095.43 1955.31,-1041 2002.53,-973.99 2005.5,-947.47 2069.31,-896 2172.03,-813.13 2230.3,-844.62 2336.31,-766 2397.16,-720.87 2453.2,-646.99 2470.69,-622.88"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2471.28,-623.26 2471.89,-621.23 2470.15,-622.44 2471.28,-623.26"/>
-</g>
-<!-- 38&%2345;&gt;36 -->
-<g id="edge146" class="edge">
-<title>38&%2345;&gt;36</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M331.46,-1618.74C332.19,-1588.07 335.31,-1450.62 335.31,-1338 335.31,-1338 335.31,-1338 335.31,-1192 335.31,-1081.63 339.02,-947.51 340.05,-912.62"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="340.76,-912.3 340.12,-910.28 339.36,-912.26 340.76,-912.3"/>
-</g>
-<!-- 39&%2345;&gt;40 -->
-<g id="edge147" class="edge">
-<title>39&%2345;&gt;40</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1209.06,-899.29C1175.73,-882.08 993.5,-787.99 949.08,-765.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="949.16,-764.3 947.07,-764.01 948.52,-765.55 949.16,-764.3"/>
-</g>
-<!-- 39&%2345;&gt;57 -->
-<g id="edge148" class="edge">
-<title>39&%2345;&gt;57</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1219.43,-896.84C1245.32,-870.45 1362.45,-746.81 1413.31,-621 1433.87,-570.13 1436.2,-502.74 1436.35,-479.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1437.05,-479.27 1436.36,-477.27 1435.65,-479.27 1437.05,-479.27"/>
-</g>
-<!-- 43 -->
-<g id="node43" class="node">
-<title>43</title>
-<text text-anchor="middle" x="661.31" y="-611.8" font-family="Courier,monospace" font-size="9.00">FL</text>
-</g>
-<!-- 40&%2345;&gt;43 -->
-<g id="edge149" class="edge">
-<title>40&%2345;&gt;43</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M931.58,-754.03C892.22,-733.78 714.14,-642.18 670.82,-619.9"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="670.96,-619.18 668.86,-618.89 670.32,-620.42 670.96,-619.18"/>
-</g>
-<!-- 40&%2345;&gt;44 -->
-<g id="edge150" class="edge">
-<title>40&%2345;&gt;44</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M942.79,-751.86C955.74,-728.99 1001.15,-648.81 1015.75,-623.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1016.37,-623.37 1016.75,-621.28 1015.15,-622.68 1016.37,-623.37"/>
-</g>
-<!-- 40&%2345;&gt;45 -->
-<g id="edge151" class="edge">
-<title>40&%2345;&gt;45</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M940,-751.74C944.16,-714.45 965.64,-521.84 970.38,-479.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="971.09,-479.24 970.62,-477.18 969.7,-479.09 971.09,-479.24"/>
-</g>
-<!-- 40&%2345;&gt;50 -->
-<g id="edge152" class="edge">
-<title>40&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M943.89,-751.81C958.05,-732.65 1002.16,-672.49 1036.31,-621 1071.72,-567.6 1111.33,-501.35 1124.66,-478.88"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1125.3,-479.16 1125.72,-477.09 1124.09,-478.45 1125.3,-479.16"/>
-</g>
-<!-- 40&%2345;&gt;59 -->
-<g id="edge153" class="edge">
-<title>40&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M933.96,-751.9C914.04,-729.5 841.37,-650.8 766.31,-607 630.72,-527.89 441.66,-484.03 392.42,-473.5"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="392.55,-472.82 390.45,-473.08 392.26,-474.19 392.55,-472.82"/>
-</g>
-<!-- 40&%2345;&gt;61 -->
-<g id="edge154" class="edge">
-<title>40&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M931.43,-752.78C900.24,-732.24 781.99,-655.8 677.31,-607 540.17,-543.07 363.96,-488.78 316.52,-474.6"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="316.47,-473.86 314.36,-473.96 316.07,-475.2 316.47,-473.86"/>
-</g>
-<!-- 41&%2345;&gt;3 -->
-<g id="edge155" class="edge">
-<title>41&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M848.39,-1185.87C888.38,-1125.72 1208.31,-639.27 1208.31,-471 1208.31,-471 1208.31,-471 1208.31,-324 1208.31,-121.28 1997.2,-50.78 2152.09,-38.89"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.39,-39.57 2154.33,-38.72 2152.28,-38.18 2152.39,-39.57"/>
-</g>
-<!-- 41&%2345;&gt;40 -->
-<g id="edge156" class="edge">
-<title>41&%2345;&gt;40</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M846.84,-1185.83C854.61,-1166.73 878.33,-1106.7 891.31,-1055 919.31,-943.43 934.81,-803.88 938.46,-768.47"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="939.19,-768.16 938.7,-766.1 937.8,-768.02 939.19,-768.16"/>
-</g>
-<!-- 41&%2345;&gt;42 -->
-<g id="edge157" class="edge">
-<title>41&%2345;&gt;42</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M838.86,-1189.52C801.91,-1172.69 588.15,-1075.34 539.96,-1053.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="540.16,-1052.72 538.05,-1052.53 539.58,-1053.99 540.16,-1052.72"/>
-</g>
-<!-- 41&%2345;&gt;45 -->
-<g id="edge158" class="edge">
-<title>41&%2345;&gt;45</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M845.4,-1185.77C856.98,-1120.07 956.38,-555.71 969.81,-479.5"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="970.52,-479.48 970.18,-477.39 969.14,-479.24 970.52,-479.48"/>
-</g>
-<!-- 41&%2345;&gt;49 -->
-<g id="edge159" class="edge">
-<title>41&%2345;&gt;49</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M849.5,-1188.18C875.59,-1168.94 992.66,-1082.65 1028.1,-1056.52"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1028.53,-1057.07 1029.73,-1055.32 1027.7,-1055.95 1028.53,-1057.07"/>
-</g>
-<!-- 42&%2345;&gt;43 -->
-<g id="edge160" class="edge">
-<title>42&%2345;&gt;43</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M530.76,-1040.79C533.23,-1009.19 546.37,-863.39 586.31,-752 605.01,-699.83 641.66,-643.63 655.67,-623.09"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="656.41,-623.26 656.96,-621.22 655.25,-622.47 656.41,-623.26"/>
-</g>
-<!-- 42&%2345;&gt;46 -->
-<g id="edge161" class="edge">
-<title>42&%2345;&gt;46</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M538.02,-1042.08C571.94,-1020.42 707.89,-933.63 744.94,-909.98"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="745.32,-910.57 746.63,-908.9 744.57,-909.39 745.32,-910.57"/>
-</g>
-<!-- 42&%2345;&gt;48 -->
-<g id="edge162" class="edge">
-<title>42&%2345;&gt;48</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M537.92,-1043.58C602.85,-1014.37 1063.61,-807.1 1153.22,-766.78"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1153.73,-767.32 1155.27,-765.86 1153.16,-766.05 1153.73,-767.32"/>
-</g>
-<!-- 42&%2345;&gt;51 -->
-<g id="edge163" class="edge">
-<title>42&%2345;&gt;51</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M532.07,-1040.74C542.6,-1003.45 596.96,-810.84 608.96,-768.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="609.69,-768.29 609.56,-766.18 608.35,-767.91 609.69,-768.29"/>
-</g>
-<!-- 42&%2345;&gt;63 -->
-<g id="edge164" class="edge">
-<title>42&%2345;&gt;63</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M526.6,-1040.7C508.26,-1008.69 429.86,-861.18 475.31,-752 579.13,-502.57 994.76,-474.46 1072.68,-471.37"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1072.92,-472.06 1074.89,-471.29 1072.86,-470.67 1072.92,-472.06"/>
-</g>
-<!-- 44&%2345;&gt;45 -->
-<g id="edge165" class="edge">
-<title>44&%2345;&gt;45</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1018.2,-606.9C1010.4,-584.28 983.11,-505.21 974.17,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="974.77,-478.9 973.46,-477.24 973.45,-479.36 974.77,-478.9"/>
-</g>
-<!-- 44&%2345;&gt;50 -->
-<g id="edge166" class="edge">
-<title>44&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1024.99,-606.9C1042.42,-584.19 1103.53,-504.58 1123.18,-478.99"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1123.86,-479.25 1124.52,-477.24 1122.74,-478.4 1123.86,-479.25"/>
-</g>
-<!-- 45&%2345;&gt;3 -->
-<g id="edge167" class="edge">
-<title>45&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M973.44,-462.81C985.99,-427.34 1053.99,-248.94 1176.31,-174 1347.64,-69.03 2013.54,-42.25 2152.72,-37.75"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.75,-38.45 2154.73,-37.69 2152.71,-37.05 2152.75,-38.45"/>
-</g>
-<!-- 46&%2345;&gt;48 -->
-<g id="edge168" class="edge">
-<title>46&%2345;&gt;48</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M762.1,-899.02C764.71,-898.04 767.63,-896.96 770.31,-896 918.79,-842.8 1100.06,-782.55 1153.07,-765.03"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1153.52,-765.61 1155.2,-764.32 1153.08,-764.28 1153.52,-765.61"/>
-</g>
-<!-- 46&%2345;&gt;51 -->
-<g id="edge169" class="edge">
-<title>46&%2345;&gt;51</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M748.16,-895.9C725.2,-873.1 644.48,-792.94 619.04,-767.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="619.5,-767.15 617.59,-766.24 618.52,-768.14 619.5,-767.15"/>
-</g>
-<!-- 47&%2345;&gt;3 -->
-<g id="edge170" class="edge">
-<title>47&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1588.37,-1474.93C1582.52,-1436.55 1551.31,-1223.67 1551.31,-1049 1551.31,-1049 1551.31,-1049 1551.31,-324 1551.31,-55.03 2034.25,-37.11 2152.44,-36.76"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.49,-37.46 2154.49,-36.75 2152.49,-36.06 2152.49,-37.46"/>
-</g>
-<!-- 47&%2345;&gt;48 -->
-<g id="edge171" class="edge">
-<title>47&%2345;&gt;48</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1583.63,-1474.79C1544.29,-1431.43 1310.67,-1168.08 1200.31,-910 1178.5,-859.01 1170.99,-791.7 1168.95,-768.38"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1169.64,-768.19 1168.77,-766.26 1168.25,-768.31 1169.64,-768.19"/>
-</g>
-<!-- 47&%2345;&gt;64 -->
-<g id="edge172" class="edge">
-<title>47&%2345;&gt;64</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1594.81,-1474.86C1615.27,-1451.99 1687.04,-1371.81 1710.11,-1346.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1710.87,-1346.24 1711.68,-1344.28 1709.83,-1345.31 1710.87,-1346.24"/>
-</g>
-<!-- 48&%2345;&gt;3 -->
-<g id="edge173" class="edge">
-<title>48&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1176.46,-751.89C1199.38,-734.28 1264.86,-680.81 1298.31,-621 1331.98,-560.78 1338.31,-540 1338.31,-471 1338.31,-471 1338.31,-471 1338.31,-324 1338.31,-225.22 1414.26,-218.77 1502.31,-174 1734.24,-56.07 2059.47,-39.63 2152.52,-37.36"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.69,-38.06 2154.67,-37.31 2152.66,-36.66 2152.69,-38.06"/>
-</g>
-<!-- 49&%2345;&gt;50 -->
-<g id="edge174" class="edge">
-<title>49&%2345;&gt;50</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1038.79,-1040.95C1040.46,-1020.51 1046.23,-952.2 1053.31,-896 1074.61,-726.87 1118.05,-522.82 1127.47,-479.38"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1128.21,-479.31 1127.95,-477.2 1126.84,-479.01 1128.21,-479.31"/>
-</g>
-<!-- 52 -->
-<g id="node52" class="node">
-<title>52</title>
-<text text-anchor="middle" x="1129.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">dLAI</text>
-</g>
-<!-- 50&%2345;&gt;52 -->
-<g id="edge175" class="edge">
-<title>50&%2345;&gt;52</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1129.31,-462.86C1129.31,-440.08 1129.31,-360.45 1129.31,-334.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1130.01,-334.28 1129.31,-332.28 1128.61,-334.28 1130.01,-334.28"/>
-</g>
-<!-- 51&%2345;&gt;52 -->
-<g id="edge176" class="edge">
-<title>51&%2345;&gt;52</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M610.98,-751.83C610.14,-729.83 609.98,-654.04 644.31,-607 772.43,-431.43 1046.17,-348.32 1113.91,-329.98"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1114.48,-330.55 1116.23,-329.35 1114.11,-329.2 1114.48,-330.55"/>
-</g>
-<!-- 52&%2345;&gt;53 -->
-<g id="edge177" class="edge">
-<title>52&%2345;&gt;53</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1142.37,-320.77C1218.63,-301.9 1605.64,-206.16 1687.92,-185.81"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1688.49,-186.39 1690.26,-185.23 1688.15,-185.03 1688.49,-186.39"/>
-</g>
-<!-- 53&%2345;&gt;3 -->
-<g id="edge178" class="edge">
-<title>53&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1716.51,-176.03C1782.14,-156.27 2073.5,-68.55 2156.3,-43.63"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2156.5,-44.3 2158.21,-43.05 2156.1,-42.96 2156.5,-44.3"/>
-</g>
-<!-- 54&%2345;&gt;55 -->
-<g id="edge179" class="edge">
-<title>54&%2345;&gt;55</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M192.71,-1763.79C185.04,-1733.35 152.31,-1596.81 152.31,-1483 152.31,-1483 152.31,-1483 152.31,-902 152.31,-770.07 293.03,-651.6 330.98,-622.05"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="331.55,-622.49 332.7,-620.71 330.69,-621.38 331.55,-622.49"/>
-</g>
-<!-- 55&%2345;&gt;57 -->
-<g id="edge180" class="edge">
-<title>55&%2345;&gt;57</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M347.89,-612.02C439.09,-600.2 1323.84,-485.57 1426.59,-472.26"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1426.71,-472.95 1428.6,-472 1426.53,-471.56 1426.71,-472.95"/>
-</g>
-<!-- 55&%2345;&gt;59 -->
-<g id="edge181" class="edge">
-<title>55&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M342.03,-606.9C348.4,-584.28 370.67,-505.21 377.97,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="378.68,-479.35 378.55,-477.24 377.33,-478.97 378.68,-479.35"/>
-</g>
-<!-- 55&%2345;&gt;61 -->
-<g id="edge182" class="edge">
-<title>55&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M338.76,-606.9C333.03,-584.28 312.98,-505.21 306.41,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="307.06,-479.01 305.89,-477.24 305.7,-479.35 307.06,-479.01"/>
-</g>
-<!-- 55&%2345;&gt;63 -->
-<g id="edge183" class="edge">
-<title>55&%2345;&gt;63</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M348.17,-611.5C421.38,-597.55 983.21,-490.46 1073.17,-473.31"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1073.38,-473.99 1075.21,-472.92 1073.11,-472.61 1073.38,-473.99"/>
-</g>
-<!-- 56&%2345;&gt;3 -->
-<g id="edge184" class="edge">
-<title>56&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1398.67,-606.92C1394.39,-562.61 1374.36,-287.85 1521.31,-174 1623.65,-94.71 2043.37,-49.85 2152.35,-39.39"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.64,-40.06 2154.56,-39.17 2152.5,-38.67 2152.64,-40.06"/>
-</g>
-<!-- 56&%2345;&gt;57 -->
-<g id="edge185" class="edge">
-<title>56&%2345;&gt;57</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1400.9,-606.9C1406.79,-584.28 1427.39,-505.21 1434.15,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1434.85,-479.35 1434.68,-477.24 1433.5,-479 1434.85,-479.35"/>
-</g>
-<!-- 57&%2345;&gt;3 -->
-<g id="edge186" class="edge">
-<title>57&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1436.35,-462.59C1436.93,-427.41 1444.58,-256.28 1537.31,-174 1631.78,-90.18 2044.34,-48.72 2152.35,-39.18"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.61,-39.86 2154.54,-38.98 2152.48,-38.46 2152.61,-39.86"/>
-</g>
-<!-- 58&%2345;&gt;3 -->
-<g id="edge187" class="edge">
-<title>58&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M307.79,-606.97C309.89,-584.83 320.01,-506.99 361.31,-463 472.36,-344.73 545.26,-377.2 696.31,-318 875.73,-247.68 917.79,-218.45 1105.31,-174 1515.86,-76.68 2032.26,-44.66 2152.48,-38.28"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.61,-38.97 2154.57,-38.17 2152.53,-37.58 2152.61,-38.97"/>
-</g>
-<!-- 58&%2345;&gt;59 -->
-<g id="edge188" class="edge">
-<title>58&%2345;&gt;59</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M310.44,-606.9C322.07,-584.28 362.72,-505.21 376.04,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="376.81,-479.34 377.1,-477.24 375.56,-478.7 376.81,-479.34"/>
-</g>
-<!-- 59&%2345;&gt;3 -->
-<g id="edge189" class="edge">
-<title>59&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M390.5,-464.08C456.49,-432.44 830.86,-256.3 1155.31,-174 1544.25,-75.34 2035.5,-44.46 2152.48,-38.27"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.55,-38.96 2154.51,-38.16 2152.47,-37.57 2152.55,-38.96"/>
-</g>
-<!-- 60&%2345;&gt;3 -->
-<g id="edge190" class="edge">
-<title>60&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M201.53,-606.73C196.41,-562.22 171.87,-292.24 313.31,-174 461.16,-50.4 1939.07,-38.22 2152.64,-37.11"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.8,-37.81 2154.79,-37.1 2152.79,-36.41 2152.8,-37.81"/>
-</g>
-<!-- 60&%2345;&gt;61 -->
-<g id="edge191" class="edge">
-<title>60&%2345;&gt;61</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M206.69,-606.9C223,-584.19 280.19,-504.58 298.57,-478.99"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="299.23,-479.27 299.83,-477.24 298.09,-478.45 299.23,-479.27"/>
-</g>
-<!-- 61&%2345;&gt;3 -->
-<g id="edge192" class="edge">
-<title>61&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M302.26,-462.61C291.49,-427.54 244.8,-256.9 328.31,-174 463.9,-39.38 1937.85,-36.62 2152.34,-36.93"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.5,-37.63 2154.5,-36.93 2152.5,-36.23 2152.5,-37.63"/>
-</g>
-<!-- 62&%2345;&gt;3 -->
-<g id="edge193" class="edge">
-<title>62&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1586.47,-606.74C1581.02,-563.36 1554.76,-305.34 1681.31,-174 1748.86,-103.9 2060.48,-54.01 2152.6,-40.6"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.85,-41.27 2154.73,-40.29 2152.65,-39.89 2152.85,-41.27"/>
-</g>
-<!-- 62&%2345;&gt;63 -->
-<g id="edge194" class="edge">
-<title>62&%2345;&gt;63</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1579.61,-610.93C1534.21,-598.7 1296.71,-534.45 1104.31,-477 1102.03,-476.32 1099.6,-475.57 1097.27,-474.84"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1097.46,-474.17 1095.35,-474.24 1097.04,-475.5 1097.46,-474.17"/>
-</g>
-<!-- 63&%2345;&gt;3 -->
-<g id="edge195" class="edge">
-<title>63&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1085.21,-462.63C1085.03,-426.16 1089.46,-243.12 1194.31,-174 1358.76,-65.59 2013.05,-41.57 2152.2,-37.65"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.63,-38.34 2154.61,-37.59 2152.59,-36.94 2152.63,-38.34"/>
-</g>
-<!-- 65&%2345;&gt;3 -->
-<g id="edge196" class="edge">
-<title>65&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3221.93,-1474.78C3216.54,-1385.88 3154.55,-373.17 3126.31,-318 3081.49,-230.46 3047.23,-216 2958.31,-174 2684.82,-44.83 2305.38,-36.49 2204.04,-36.7"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-36 2201.98,-36.71 2203.99,-37.4 2203.98,-36"/>
-</g>
-<!-- 83 -->
-<g id="node83" class="node">
-<title>83</title>
-<text text-anchor="middle" x="3251.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">dROF_extra</text>
-</g>
-<!-- 65&%2345;&gt;83 -->
-<g id="edge197" class="edge">
-<title>65&%2345;&gt;83</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3223.55,-1474.86C3228.17,-1452.08 3244.32,-1372.45 3249.61,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3250.32,-1346.38 3250.03,-1344.28 3248.95,-1346.1 3250.32,-1346.38"/>
-</g>
-<!-- 115 -->
-<g id="node115" class="node">
-<title>115</title>
-<text text-anchor="middle" x="3550.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">dSWC_ADJ</text>
-</g>
-<!-- 65&%2345;&gt;115 -->
-<g id="edge198" class="edge">
-<title>65&%2345;&gt;115</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3230.09,-1477.61C3272.47,-1459.13 3475.62,-1370.56 3534.36,-1344.95"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3534.84,-1345.51 3536.39,-1344.07 3534.28,-1344.22 3534.84,-1345.51"/>
-</g>
-<!-- 66&%2345;&gt;3 -->
-<g id="edge199" class="edge">
-<title>66&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2234.51,-1185.79C2229.06,-1166.56 2212.64,-1106.23 2206.31,-1055 2190.21,-924.82 2197.31,-891.17 2197.31,-760 2197.31,-760 2197.31,-760 2197.31,-324 2197.31,-213.79 2183.18,-80.3 2179.29,-45.58"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2179.95,-45.16 2179.03,-43.25 2178.56,-45.32 2179.95,-45.16"/>
-</g>
-<!-- 81 -->
-<g id="node81" class="node">
-<title>81</title>
-<text text-anchor="middle" x="2233.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">POTINF</text>
-</g>
-<!-- 66&%2345;&gt;81 -->
-<g id="edge200" class="edge">
-<title>66&%2345;&gt;81</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2236.18,-1185.86C2235.7,-1163.08 2234.03,-1083.45 2233.48,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2234.18,-1057.27 2233.44,-1055.28 2232.78,-1057.3 2234.18,-1057.27"/>
-</g>
-<!-- 66&%2345;&gt;87 -->
-<g id="edge201" class="edge">
-<title>66&%2345;&gt;87</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2228.44,-1185.86C2199.06,-1162.9 2095.76,-1082.17 2063.21,-1056.74"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2063.35,-1055.96 2061.35,-1055.28 2062.49,-1057.07 2063.35,-1055.96"/>
-</g>
-<!-- 67&%2345;&gt;3 -->
-<g id="edge202" class="edge">
-<title>67&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2030.31,-1474.72C2033.46,-1452.99 2041.33,-1379.57 2013.31,-1330 1966.15,-1246.59 1884,-1285.79 1841.31,-1200 1754.13,-1024.84 1855.31,-955.65 1855.31,-760 1855.31,-760 1855.31,-760 1855.31,-324 1855.31,-161.69 2086.04,-68.73 2157.48,-43.84"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2157.88,-44.44 2159.54,-43.12 2157.43,-43.11 2157.88,-44.44"/>
-</g>
-<!-- 67&%2345;&gt;6 -->
-<g id="edge203" class="edge">
-<title>67&%2345;&gt;6</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2052.82,-1475.04C2143.73,-1451.99 2471.84,-1368.8 2567.17,-1344.63"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2567.61,-1345.24 2569.38,-1344.07 2567.27,-1343.88 2567.61,-1345.24"/>
-</g>
-<!-- 67&%2345;&gt;68 -->
-<g id="edge204" class="edge">
-<title>67&%2345;&gt;68</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2026.56,-1474.86C2016.36,-1452.08 1980.73,-1372.45 1969.05,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1969.57,-1345.82 1968.12,-1344.28 1968.3,-1346.39 1969.57,-1345.82"/>
-</g>
-<!-- 68&%2345;&gt;3 -->
-<g id="edge205" class="edge">
-<title>68&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1952.68,-1329.97C1920.96,-1314.03 1838.16,-1267.31 1806.31,-1200 1786.57,-1158.29 1817.31,-854.98 1817.31,-760 1817.31,-760 1817.31,-760 1817.31,-324 1817.31,-256.49 1799.29,-226.85 1841.31,-174 1921.51,-73.11 2088.01,-46.01 2152.24,-39.17"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.57,-39.84 2154.48,-38.93 2152.42,-38.45 2152.57,-39.84"/>
-</g>
-<!-- 68&%2345;&gt;69 -->
-<g id="edge206" class="edge">
-<title>68&%2345;&gt;69</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1971.41,-1329.9C1994.21,-1307.1 2074.37,-1226.94 2099.62,-1201.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2100.15,-1202.15 2101.07,-1200.24 2099.16,-1201.16 2100.15,-1202.15"/>
-</g>
-<!-- 69&%2345;&gt;3 -->
-<g id="edge207" class="edge">
-<title>69&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2102.43,-1185.9C2087.97,-1167.46 2045.17,-1110.16 2026.31,-1055 2004.42,-991 2007.31,-971.64 2007.31,-904 2007.31,-904 2007.31,-904 2007.31,-324 2007.31,-196.11 2134.17,-75.61 2169.35,-44.65"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2169.92,-45.09 2170.96,-43.24 2168.99,-44.03 2169.92,-45.09"/>
-</g>
-<!-- 69&%2345;&gt;81 -->
-<g id="edge208" class="edge">
-<title>69&%2345;&gt;81</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2112.72,-1185.86C2132.87,-1162.99 2203.51,-1082.81 2226.22,-1057.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2226.97,-1057.25 2227.77,-1055.28 2225.92,-1056.32 2226.97,-1057.25"/>
-</g>
-<!-- 69&%2345;&gt;89 -->
-<g id="edge209" class="edge">
-<title>69&%2345;&gt;89</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2108.85,-1185.86C2114.59,-1163.08 2134.63,-1083.45 2141.2,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2141.92,-1057.39 2141.73,-1055.28 2140.56,-1057.05 2141.92,-1057.39"/>
-</g>
-<!-- 80 -->
-<g id="node80" class="node">
-<title>80</title>
-<text text-anchor="middle" x="3926.31" y="-1623.8" font-family="Courier,monospace" font-size="9.00">S</text>
-</g>
-<!-- 70&%2345;&gt;80 -->
-<g id="edge210" class="edge">
-<title>70&%2345;&gt;80</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3808.59,-1763.86C3828.35,-1740.88 3897.85,-1660.08 3919.69,-1634.69"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3920.4,-1634.94 3921.18,-1632.96 3919.34,-1634.02 3920.4,-1634.94"/>
-</g>
-<!-- 77 -->
-<g id="node77" class="node">
-<title>77</title>
-<text text-anchor="middle" x="802.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">WP</text>
-</g>
-<!-- 71&%2345;&gt;77 -->
-<g id="edge211" class="edge">
-<title>71&%2345;&gt;77</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M935.33,-1618.9C913.02,-1596.1 834.55,-1515.94 809.83,-1490.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="810.31,-1490.18 808.41,-1489.24 809.31,-1491.16 810.31,-1490.18"/>
-</g>
-<!-- 78 -->
-<g id="node78" class="node">
-<title>78</title>
-<text text-anchor="middle" x="984.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">FC</text>
-</g>
-<!-- 71&%2345;&gt;78 -->
-<g id="edge212" class="edge">
-<title>71&%2345;&gt;78</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M943.15,-1618.9C950,-1596.28 973.95,-1517.21 981.79,-1491.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="982.51,-1491.36 982.42,-1489.24 981.17,-1490.95 982.51,-1491.36"/>
-</g>
-<!-- 79 -->
-<g id="node79" class="node">
-<title>79</title>
-<text text-anchor="middle" x="1023.31" y="-1479.8" font-family="Courier,monospace" font-size="9.00">ST</text>
-</g>
-<!-- 71&%2345;&gt;79 -->
-<g id="edge213" class="edge">
-<title>71&%2345;&gt;79</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M944.83,-1618.9C957.94,-1596.19 1003.92,-1516.58 1018.69,-1490.99"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1019.31,-1491.32 1019.7,-1489.24 1018.1,-1490.62 1019.31,-1491.32"/>
-</g>
-<!-- 124 -->
-<g id="node124" class="node">
-<title>124</title>
-<text text-anchor="middle" x="1052.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">WTABLE</text>
-</g>
-<!-- 71&%2345;&gt;124 -->
-<g id="edge214" class="edge">
-<title>71&%2345;&gt;124</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M941.54,-1618.78C942.5,-1597.81 947.1,-1528.11 967.31,-1475 987.65,-1421.52 1029.7,-1366.1 1045.82,-1345.93"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1046.59,-1346.09 1047.3,-1344.09 1045.5,-1345.22 1046.59,-1346.09"/>
-</g>
-<!-- 125 -->
-<g id="node125" class="node">
-<title>125</title>
-<text text-anchor="middle" x="811.31" y="-1190.8" font-family="Courier,monospace" font-size="9.00">DWT</text>
-</g>
-<!-- 71&%2345;&gt;125 -->
-<g id="edge215" class="edge">
-<title>71&%2345;&gt;125</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M936.31,-1618.96C921.51,-1600.7 877.6,-1543.93 857.31,-1489 817.48,-1381.22 812.13,-1238.9 811.42,-1202.67"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="812.11,-1202.24 811.37,-1200.25 810.71,-1202.26 812.11,-1202.24"/>
-</g>
-<!-- 100 -->
-<g id="node100" class="node">
-<title>100</title>
-<text text-anchor="middle" x="3498.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">DRN</text>
-</g>
-<!-- 72&%2345;&gt;100 -->
-<g id="edge216" class="edge">
-<title>72&%2345;&gt;100</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3020.67,-1764.8C3095.21,-1735.51 3458.3,-1588.88 3517.31,-1489 3545.67,-1440.98 3514.35,-1369.5 3502.48,-1345.89"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3503.06,-1345.47 3501.53,-1344.01 3501.81,-1346.11 3503.06,-1345.47"/>
-</g>
-<!-- 73&%2345;&gt;77 -->
-<g id="edge217" class="edge">
-<title>73&%2345;&gt;77</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M802.31,-1618.9C802.31,-1596.28 802.31,-1517.21 802.31,-1491.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="803.01,-1491.24 802.31,-1489.24 801.61,-1491.24 803.01,-1491.24"/>
-</g>
-<!-- 74&%2345;&gt;78 -->
-<g id="edge218" class="edge">
-<title>74&%2345;&gt;78</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M981.44,-1618.9C981.91,-1596.28 983.58,-1517.21 984.13,-1491.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="984.83,-1491.25 984.17,-1489.24 983.43,-1491.22 984.83,-1491.25"/>
-</g>
-<!-- 75&%2345;&gt;79 -->
-<g id="edge219" class="edge">
-<title>75&%2345;&gt;79</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1012.55,-1763.74C1013.98,-1726.45 1021.36,-1533.84 1022.99,-1491.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1023.69,-1491.2 1023.07,-1489.18 1022.29,-1491.15 1023.69,-1491.2"/>
-</g>
-<!-- 76&%2345;&gt;103 -->
-<g id="edge220" class="edge">
-<title>76&%2345;&gt;103</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3650.47,-1618.9C3624.95,-1596.1 3535.19,-1515.94 3506.91,-1490.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3507.25,-1490.05 3505.29,-1489.24 3506.32,-1491.09 3507.25,-1490.05"/>
-</g>
-<!-- 76&%2345;&gt;118 -->
-<g id="edge221" class="edge">
-<title>76&%2345;&gt;118</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3667.58,-1618.85C3694.92,-1601.9 3769.82,-1551.65 3806.31,-1489 3842.63,-1426.63 3849.28,-1401.48 3839.31,-1330 3769.64,-830.88 3480.51,-264.7 3441.64,-190.23"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3442.11,-189.62 3440.56,-188.17 3440.87,-190.27 3442.11,-189.62"/>
-</g>
-<!-- 119 -->
-<g id="node119" class="node">
-<title>119</title>
-<text text-anchor="middle" x="3817.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">ΔSWC</text>
-</g>
-<!-- 76&%2345;&gt;119 -->
-<g id="edge222" class="edge">
-<title>76&%2345;&gt;119</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3666.26,-1618.89C3690.71,-1601.68 3758.86,-1550.07 3790.31,-1489 3815.82,-1439.46 3817.66,-1370.02 3817.49,-1346.31"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3818.19,-1346.15 3817.46,-1344.16 3816.79,-1346.17 3818.19,-1346.15"/>
-</g>
-<!-- 77&%2345;&gt;16 -->
-<g id="edge223" class="edge">
-<title>77&%2345;&gt;16</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M800.93,-1474.75C796.74,-1455.42 783.96,-1394.82 777.31,-1344 770.24,-1290.05 766.73,-1224.59 765.67,-1202.07"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="766.36,-1201.99 765.57,-1200.02 764.96,-1202.05 766.36,-1201.99"/>
-</g>
-<!-- 85 -->
-<g id="node85" class="node">
-<title>85</title>
-<text text-anchor="middle" x="796.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">THE</text>
-</g>
-<!-- 77&%2345;&gt;85 -->
-<g id="edge224" class="edge">
-<title>77&%2345;&gt;85</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M802.05,-1474.86C801.09,-1452.08 797.75,-1372.45 796.66,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="797.35,-1346.25 796.57,-1344.28 795.95,-1346.31 797.35,-1346.25"/>
-</g>
-<!-- 113 -->
-<g id="node113" class="node">
-<title>113</title>
-<text text-anchor="middle" x="977.31" y="-1334.8" font-family="Courier,monospace" font-size="9.00">__SoilWater__a</text>
-</g>
-<!-- 77&%2345;&gt;113 -->
-<g id="edge225" class="edge">
-<title>77&%2345;&gt;113</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M809.83,-1474.86C837.92,-1451.9 936.71,-1371.17 967.84,-1345.74"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="968.51,-1346.09 969.62,-1344.28 967.63,-1345.01 968.51,-1346.09"/>
-</g>
-<!-- 78&%2345;&gt;85 -->
-<g id="edge226" class="edge">
-<title>78&%2345;&gt;85</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M976.7,-1475.22C947.07,-1452.68 839.3,-1370.7 806.11,-1345.45"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="806.23,-1344.67 804.21,-1344.01 805.38,-1345.78 806.23,-1344.67"/>
-</g>
-<!-- 78&%2345;&gt;100 -->
-<g id="edge227" class="edge">
-<title>78&%2345;&gt;100</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M991.96,-1478.49C996.15,-1477.22 1001.46,-1475.78 1006.31,-1475 1268.06,-1432.6 3307.84,-1346.02 3485.91,-1338.52"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3486.19,-1339.21 3488.15,-1338.43 3486.13,-1337.81 3486.19,-1339.21"/>
-</g>
-<!-- 78&%2345;&gt;113 -->
-<g id="edge228" class="edge">
-<title>78&%2345;&gt;113</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M984.01,-1474.86C982.89,-1452.08 978.99,-1372.45 977.72,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="978.41,-1346.25 977.61,-1344.28 977.01,-1346.31 978.41,-1346.25"/>
-</g>
-<!-- 78&%2345;&gt;124 -->
-<g id="edge229" class="edge">
-<title>78&%2345;&gt;124</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M987.23,-1474.86C998.06,-1452.08 1035.92,-1372.45 1048.33,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1049.09,-1346.39 1049.32,-1344.28 1047.83,-1345.79 1049.09,-1346.39"/>
-</g>
-<!-- 79&%2345;&gt;83 -->
-<g id="edge230" class="edge">
-<title>79&%2345;&gt;83</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1030.94,-1480.51C1162.77,-1472.05 2961.83,-1356.58 3220.43,-1339.98"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3220.72,-1340.66 3222.67,-1339.84 3220.63,-1339.27 3220.72,-1340.66"/>
-</g>
-<!-- 79&%2345;&gt;124 -->
-<g id="edge231" class="edge">
-<title>79&%2345;&gt;124</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M1024.55,-1474.86C1029.17,-1452.08 1045.32,-1372.45 1050.61,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1051.32,-1346.38 1051.03,-1344.28 1049.95,-1346.1 1051.32,-1346.38"/>
-</g>
-<!-- 82 -->
-<g id="node82" class="node">
-<title>82</title>
-<text text-anchor="middle" x="3282.31" y="-900.8" font-family="Courier,monospace" font-size="9.00">ROF</text>
-</g>
-<!-- 80&%2345;&gt;82 -->
-<g id="edge232" class="edge">
-<title>80&%2345;&gt;82</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3925.97,-1618.97C3924.79,-1598.62 3920.44,-1530.64 3912.31,-1475 3892.32,-1338.38 3889.18,-1289.96 3798.31,-1186 3645.59,-1011.28 3357.26,-924.51 3294.55,-907.25"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3294.53,-906.52 3292.41,-906.66 3294.16,-907.87 3294.53,-906.52"/>
-</g>
-<!-- 81&%2345;&gt;82 -->
-<g id="edge233" class="edge">
-<title>81&%2345;&gt;82</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2251.51,-1044.52C2381.21,-1026.84 3163.01,-920.26 3270.15,-905.66"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3270.37,-906.33 3272.26,-905.37 3270.18,-904.95 3270.37,-906.33"/>
-</g>
-<!-- 84 -->
-<g id="node84" class="node">
-<title>84</title>
-<text text-anchor="middle" x="3282.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">INF</text>
-</g>
-<!-- 81&%2345;&gt;84 -->
-<g id="edge234" class="edge">
-<title>81&%2345;&gt;84</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2251.47,-1043.05C2319.8,-1028.03 2567.65,-972.21 2767.31,-910 2784.49,-904.65 2788.2,-901.58 2805.31,-896 2988.2,-836.33 3215.14,-777.23 3269.97,-763.15"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3270.39,-763.77 3272.15,-762.59 3270.04,-762.41 3270.39,-763.77"/>
-</g>
-<!-- 82&%2345;&gt;84 -->
-<g id="edge235" class="edge">
-<title>82&%2345;&gt;84</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3282.31,-895.9C3282.31,-873.28 3282.31,-794.21 3282.31,-768.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3283.01,-768.24 3282.31,-766.24 3281.61,-768.24 3283.01,-768.24"/>
-</g>
-<!-- 82&%2345;&gt;97 -->
-<g id="edge236" class="edge">
-<title>82&%2345;&gt;97</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3291.33,-895.9C3325.18,-873.01 3444.54,-792.3 3481.39,-767.38"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3481.82,-767.94 3483.08,-766.24 3481.03,-766.78 3481.82,-767.94"/>
-</g>
-<!-- 83&%2345;&gt;82 -->
-<g id="edge237" class="edge">
-<title>83&%2345;&gt;82</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3251.74,-1329.89C3255.18,-1282.05 3277.73,-967.78 3281.71,-912.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3282.42,-912.24 3281.86,-910.19 3281.02,-912.14 3282.42,-912.24"/>
-</g>
-<!-- 114 -->
-<g id="node114" class="node">
-<title>114</title>
-<text text-anchor="middle" x="3282.31" y="-322.8" font-family="Courier,monospace" font-size="9.00">dSWC</text>
-</g>
-<!-- 83&%2345;&gt;114 -->
-<g id="edge238" class="edge">
-<title>83&%2345;&gt;114</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3251.13,-1329.91C3250.06,-1291.43 3244.31,-1078.02 3244.31,-904 3244.31,-904 3244.31,-904 3244.31,-613 3244.31,-502.07 3272.55,-369.1 3280.34,-334.54"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3281.1,-334.33 3280.86,-332.22 3279.74,-334.02 3281.1,-334.33"/>
-</g>
-<!-- 84&%2345;&gt;102 -->
-<g id="edge239" class="edge">
-<title>84&%2345;&gt;102</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3285.83,-751.86C3298.94,-728.99 3344.92,-648.81 3359.69,-623.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3360.32,-623.37 3360.7,-621.28 3359.1,-622.67 3360.32,-623.37"/>
-</g>
-<!-- 84&%2345;&gt;114 -->
-<g id="edge240" class="edge">
-<title>84&%2345;&gt;114</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3282.31,-751.89C3282.31,-704.05 3282.31,-389.78 3282.31,-334.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3283.01,-334.19 3282.31,-332.19 3281.61,-334.19 3283.01,-334.19"/>
-</g>
-<!-- 85&%2345;&gt;16 -->
-<g id="edge241" class="edge">
-<title>85&%2345;&gt;16</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M794.97,-1329.9C790.04,-1307.28 772.78,-1228.21 767.12,-1202.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="767.78,-1202.04 766.67,-1200.24 766.41,-1202.34 767.78,-1202.04"/>
-</g>
-<!-- 86&%2345;&gt;3 -->
-<g id="edge242" class="edge">
-<title>86&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2149.26,-1185.81C2143.04,-1166.66 2124.42,-1106.5 2118.31,-1055 2102.85,-924.8 2121.31,-891.12 2121.31,-760 2121.31,-760 2121.31,-760 2121.31,-324 2121.31,-211.44 2164.01,-78.71 2175.49,-45.06"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2176.16,-45.29 2176.14,-43.17 2174.83,-44.84 2176.16,-45.29"/>
-</g>
-<!-- 86&%2345;&gt;87 -->
-<g id="edge243" class="edge">
-<title>86&%2345;&gt;87</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2147.1,-1185.86C2131.43,-1162.99 2076.48,-1082.81 2058.82,-1057.04"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2059.32,-1056.54 2057.61,-1055.28 2058.17,-1057.33 2059.32,-1056.54"/>
-</g>
-<!-- 120 -->
-<g id="node120" class="node">
-<title>120</title>
-<text text-anchor="middle" x="2315.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Fi</text>
-</g>
-<!-- 86&%2345;&gt;120 -->
-<g id="edge244" class="edge">
-<title>86&%2345;&gt;120</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2158.35,-1185.86C2184.68,-1162.9 2277.26,-1082.17 2306.43,-1056.74"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2307.05,-1057.12 2308.1,-1055.28 2306.13,-1056.07 2307.05,-1057.12"/>
-</g>
-<!-- 123 -->
-<g id="node123" class="node">
-<title>123</title>
-<text text-anchor="middle" x="2356.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">CHECK</text>
-</g>
-<!-- 86&%2345;&gt;123 -->
-<g id="edge245" class="edge">
-<title>86&%2345;&gt;123</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2160.12,-1185.86C2193.16,-1162.81 2309.68,-1081.53 2345.65,-1056.43"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2346.06,-1057 2347.3,-1055.28 2345.26,-1055.85 2346.06,-1057"/>
-</g>
-<!-- 87&%2345;&gt;3 -->
-<g id="edge246" class="edge">
-<title>87&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2053,-1040.74C2051.54,-1010.08 2045.31,-872.65 2045.31,-760 2045.31,-760 2045.31,-760 2045.31,-324 2045.31,-202.85 2144.07,-77.37 2171.38,-44.99"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2172.17,-45.15 2172.93,-43.17 2171.1,-44.24 2172.17,-45.15"/>
-</g>
-<!-- 88&%2345;&gt;3 -->
-<g id="edge247" class="edge">
-<title>88&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2308.1,-1185.77C2299.39,-1140.07 2246.31,-851.81 2246.31,-615 2246.31,-615 2246.31,-615 2246.31,-324 2246.31,-210.54 2195.36,-78.47 2181.66,-45.01"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2182.3,-44.72 2180.89,-43.13 2181,-45.25 2182.3,-44.72"/>
-</g>
-<!-- 88&%2345;&gt;89 -->
-<g id="edge248" class="edge">
-<title>88&%2345;&gt;89</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2302.17,-1185.86C2275.52,-1162.9 2181.81,-1082.17 2152.29,-1056.74"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2152.57,-1056.06 2150.6,-1055.28 2151.66,-1057.12 2152.57,-1056.06"/>
-</g>
-<!-- 88&%2345;&gt;120 -->
-<g id="edge249" class="edge">
-<title>88&%2345;&gt;120</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2309.56,-1185.86C2310.52,-1163.08 2313.86,-1083.45 2314.96,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2315.66,-1057.31 2315.04,-1055.28 2314.26,-1057.25 2315.66,-1057.31"/>
-</g>
-<!-- 88&%2345;&gt;123 -->
-<g id="edge250" class="edge">
-<title>88&%2345;&gt;123</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2311.33,-1185.86C2318.81,-1163.08 2344.98,-1083.45 2353.56,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2354.28,-1057.4 2354.24,-1055.28 2352.95,-1056.96 2354.28,-1057.4"/>
-</g>
-<!-- 89&%2345;&gt;3 -->
-<g id="edge251" class="edge">
-<title>89&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2143.91,-1040.75C2146.84,-1010.11 2159.31,-872.78 2159.31,-760 2159.31,-760 2159.31,-760 2159.31,-324 2159.31,-213.79 2173.43,-80.3 2177.32,-45.58"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2178.06,-45.32 2177.59,-43.25 2176.67,-45.16 2178.06,-45.32"/>
-</g>
-<!-- 90&%2345;&gt;3 -->
-<g id="edge252" class="edge">
-<title>90&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2999.14,-1185.73C3003.16,-1155.02 3020.31,-1017.33 3020.31,-904 3020.31,-904 3020.31,-904 3020.31,-324 3020.31,-147.07 2345.81,-56.95 2204.2,-39.97"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.22,-39.27 2202.15,-39.73 2204.05,-40.66 2204.22,-39.27"/>
-</g>
-<!-- 90&%2345;&gt;91 -->
-<g id="edge253" class="edge">
-<title>90&%2345;&gt;91</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2997.72,-1185.74C2992.68,-1133 2954.98,-757.44 2876.31,-463 2862.85,-412.64 2838.16,-354.91 2828.92,-334.05"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2829.53,-333.69 2828.08,-332.14 2828.25,-334.26 2829.53,-333.69"/>
-</g>
-<!-- 121 -->
-<g id="node121" class="node">
-<title>121</title>
-<text text-anchor="middle" x="3056.31" y="-1045.8" font-family="Courier,monospace" font-size="9.00">Fo</text>
-</g>
-<!-- 90&%2345;&gt;121 -->
-<g id="edge254" class="edge">
-<title>90&%2345;&gt;121</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3000.8,-1185.86C3010.04,-1163.08 3042.33,-1083.45 3052.92,-1057.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3053.66,-1057.4 3053.76,-1055.28 3052.36,-1056.87 3053.66,-1057.4"/>
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-<!-- 91&%2345;&gt;3 -->
-<g id="edge255" class="edge">
-<title>91&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2822.87,-317.98C2813.33,-295.21 2776.13,-213.55 2718.31,-174 2548.14,-57.63 2286.99,-40.07 2204.33,-37.45"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.96,-36.74 2201.94,-37.38 2203.91,-38.14 2203.96,-36.74"/>
-</g>
-<!-- 92 -->
-<g id="node92" class="node">
-<title>92</title>
-<text text-anchor="middle" x="2788.31" y="-467.8" font-family="Courier,monospace" font-size="9.00">ESa</text>
-</g>
-<!-- 92&%2345;&gt;91 -->
-<g id="edge256" class="edge">
-<title>92&%2345;&gt;91</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2789.9,-462.86C2795.79,-440.08 2816.39,-360.45 2823.15,-334.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2823.86,-334.39 2823.68,-332.28 2822.5,-334.04 2823.86,-334.39"/>
-</g>
-<!-- 92&%2345;&gt;114 -->
-<g id="edge257" class="edge">
-<title>92&%2345;&gt;114</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2798.62,-466.01C2861.33,-447.86 3191.05,-352.42 3266.79,-330.49"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3267.23,-331.09 3268.95,-329.87 3266.84,-329.75 3267.23,-331.09"/>
-</g>
-<!-- 93&%2345;&gt;3 -->
-<g id="edge258" class="edge">
-<title>93&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2646.1,-1185.73C2649.94,-1155.01 2666.31,-1017.3 2666.31,-904 2666.31,-904 2666.31,-904 2666.31,-324 2666.31,-107.29 2304.32,-50.98 2203.88,-39.53"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.91,-38.83 2201.84,-39.3 2203.75,-40.22 2203.91,-38.83"/>
-</g>
-<!-- 93&%2345;&gt;94 -->
-<g id="edge259" class="edge">
-<title>93&%2345;&gt;94</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2644.5,-1185.81C2637.65,-1133.59 2588.12,-761.5 2528.31,-463 2518.48,-413.93 2503.29,-355.81 2497.58,-334.43"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2498.19,-333.99 2496.99,-332.24 2496.83,-334.36 2498.19,-333.99"/>
-</g>
-<!-- 93&%2345;&gt;121 -->
-<g id="edge260" class="edge">
-<title>93&%2345;&gt;121</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2658.52,-1187.4C2721.67,-1165.43 2992.01,-1071.37 3046.65,-1052.36"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3047.14,-1052.93 3048.8,-1051.61 3046.68,-1051.61 3047.14,-1052.93"/>
-</g>
-<!-- 94&%2345;&gt;3 -->
-<g id="edge261" class="edge">
-<title>94&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2488.39,-317.74C2446.96,-280.23 2231.92,-85.54 2186.67,-44.57"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2187.08,-44 2185.13,-43.18 2186.14,-45.04 2187.08,-44"/>
-</g>
-<!-- 95&%2345;&gt;94 -->
-<g id="edge262" class="edge">
-<title>95&%2345;&gt;94</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2477.12,-462.86C2480.15,-440.08 2490.73,-360.45 2494.2,-334.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2494.9,-334.36 2494.47,-332.28 2493.51,-334.17 2494.9,-334.36"/>
-</g>
-<!-- 95&%2345;&gt;114 -->
-<g id="edge263" class="edge">
-<title>95&%2345;&gt;114</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2486.5,-467.19C2571.65,-452.08 3164.24,-346.95 3267.11,-328.7"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3267.31,-329.37 3269.16,-328.33 3267.07,-327.99 3267.31,-329.37"/>
-</g>
-<!-- 96&%2345;&gt;3 -->
-<g id="edge264" class="edge">
-<title>96&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3437.42,-1185.76C3438.23,-1146.36 3443.67,-927.95 3468.31,-752 3485.63,-628.3 3509.5,-600.78 3526.31,-477 3534.99,-413.02 3533.31,-396.54 3535.31,-332 3537.62,-257.23 3537.02,-219.06 3477.31,-174 3371.6,-94.23 2377.32,-45.97 2204.01,-38.13"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.04,-37.43 2202.01,-38.04 2203.98,-38.83 2204.04,-37.43"/>
-</g>
-<!-- 96&%2345;&gt;97 -->
-<g id="edge265" class="edge">
-<title>96&%2345;&gt;97</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3438.08,-1185.89C3444.18,-1138.05 3484.19,-823.78 3491.24,-768.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3491.96,-768.26 3491.52,-766.19 3490.57,-768.09 3491.96,-768.26"/>
-</g>
-<!-- 96&%2345;&gt;121 -->
-<g id="edge266" class="edge">
-<title>96&%2345;&gt;121</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3424.19,-1187.08C3364.44,-1164.65 3118.61,-1072.38 3066.17,-1052.7"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3066.22,-1051.97 3064.11,-1051.93 3065.73,-1053.29 3066.22,-1051.97"/>
-</g>
-<!-- 96&%2345;&gt;123 -->
-<g id="edge267" class="edge">
-<title>96&%2345;&gt;123</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3424.11,-1190.82C3334.46,-1182.73 2805.83,-1133.25 2381.31,-1055 2378.91,-1054.56 2376.39,-1054.03 2373.92,-1053.47"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2373.96,-1052.77 2371.86,-1053 2373.65,-1054.13 2373.96,-1052.77"/>
-</g>
-<!-- 97&%2345;&gt;3 -->
-<g id="edge268" class="edge">
-<title>97&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3498.13,-751.91C3525.07,-723.08 3636.31,-596.43 3636.31,-471 3636.31,-471 3636.31,-471 3636.31,-324 3636.31,-251.86 3632.24,-216.98 3574.31,-174 3459.74,-88.99 2385.24,-44.82 2204.16,-37.95"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.09,-37.25 2202.07,-37.87 2204.04,-38.65 2204.09,-37.25"/>
-</g>
-<!-- 98&%2345;&gt;3 -->
-<g id="edge269" class="edge">
-<title>98&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3080.92,-1329.76C3085.34,-1283.99 3112.31,-995.36 3112.31,-760 3112.31,-760 3112.31,-760 3112.31,-324 3112.31,-128.39 2354.33,-52.3 2204.03,-39.14"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.91,-38.42 2201.86,-38.95 2203.79,-39.82 2203.91,-38.42"/>
-</g>
-<!-- 98&%2345;&gt;99 -->
-<g id="edge270" class="edge">
-<title>98&%2345;&gt;99</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3090.36,-1329.9C3128.16,-1306.96 3261.69,-1225.93 3302.42,-1201.21"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3302.94,-1201.71 3304.29,-1200.08 3302.22,-1200.52 3302.94,-1201.71"/>
-</g>
-<!-- 98&%2345;&gt;121 -->
-<g id="edge271" class="edge">
-<title>98&%2345;&gt;121</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3079.78,-1329.74C3076.67,-1292.45 3060.56,-1099.84 3057,-1057.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3057.69,-1057.11 3056.82,-1055.18 3056.29,-1057.23 3057.69,-1057.11"/>
-</g>
-<!-- 99&%2345;&gt;3 -->
-<g id="edge272" class="edge">
-<title>99&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3314.53,-1185.72C3315.63,-1154.95 3320.31,-1017.02 3320.31,-904 3320.31,-904 3320.31,-904 3320.31,-758 3320.31,-490.35 3410.13,-298.72 3173.31,-174 2997.11,-81.21 2343.27,-44.94 2204.36,-38.2"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.99,-37.48 2201.96,-38.08 2203.92,-38.88 2203.99,-37.48"/>
-</g>
-<!-- 100&%2345;&gt;99 -->
-<g id="edge273" class="edge">
-<title>100&%2345;&gt;99</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3490.4,-1329.9C3460.86,-1307.1 3356.99,-1226.94 3324.26,-1201.68"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3324.4,-1200.91 3322.39,-1200.24 3323.55,-1202.01 3324.4,-1200.91"/>
-</g>
-<!-- 100&%2345;&gt;114 -->
-<g id="edge274" class="edge">
-<title>100&%2345;&gt;114</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3499.8,-1329.82C3510.77,-1283.27 3576.89,-983.35 3517.31,-752 3469.61,-566.81 3322.47,-375.98 3289.09,-334.34"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3289.39,-333.59 3287.59,-332.47 3288.29,-334.47 3289.39,-333.59"/>
-</g>
-<!-- 101&%2345;&gt;3 -->
-<g id="edge275" class="edge">
-<title>101&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3402.92,-751.8C3431.85,-701.2 3620.78,-353.66 3459.31,-174 3372,-76.86 2377.53,-42.93 2204.04,-37.73"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.06,-37.03 2202.04,-37.67 2204.02,-38.43 2204.06,-37.03"/>
-</g>
-<!-- 101&%2345;&gt;102 -->
-<g id="edge276" class="edge">
-<title>101&%2345;&gt;102</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3397.8,-751.86C3392.23,-729.08 3372.74,-649.45 3366.35,-623.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3367,-623.06 3365.84,-621.28 3365.64,-623.39 3367,-623.06"/>
-</g>
-<!-- 102&%2345;&gt;3 -->
-<g id="edge277" class="edge">
-<title>102&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3367.1,-606.78C3386.03,-563.67 3491.03,-307.12 3372.31,-174 3291.55,-83.44 2371.78,-44.34 2204.37,-37.95"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2203.98,-37.24 2201.96,-37.86 2203.93,-38.64 2203.98,-37.24"/>
-</g>
-<!-- 103&%2345;&gt;3 -->
-<g id="edge278" class="edge">
-<title>103&%2345;&gt;3</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3508.69,-1477.85C3544.41,-1466.43 3663.11,-1423.68 3719.31,-1344 3834.61,-1180.51 3814.31,-1104.06 3814.31,-904 3814.31,-904 3814.31,-904 3814.31,-324 3814.31,-223.24 3736.8,-213.99 3644.31,-174 3370.56,-55.64 2377.84,-39.23 2204.29,-37.25"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2204.04,-36.55 2202.04,-37.22 2204.03,-37.95 2204.04,-36.55"/>
-</g>
-<!-- 103&%2345;&gt;16 -->
-<g id="edge279" class="edge">
-<title>103&%2345;&gt;16</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3488.24,-1479.97C3311.48,-1461.9 864.2,-1211.68 792.31,-1200 790.17,-1199.65 787.96,-1199.24 785.75,-1198.8"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="785.65,-1198.07 783.55,-1198.35 785.37,-1199.44 785.65,-1198.07"/>
-</g>
-<!-- 103&%2345;&gt;83 -->
-<g id="edge280" class="edge">
-<title>103&%2345;&gt;83</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3488.01,-1475.04C3448.55,-1452.19 3307.08,-1370.29 3263.91,-1345.29"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3264.01,-1344.54 3261.93,-1344.15 3263.31,-1345.76 3264.01,-1344.54"/>
-</g>
-<!-- 103&%2345;&gt;100 -->
-<g id="edge281" class="edge">
-<title>103&%2345;&gt;100</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3498.31,-1474.86C3498.31,-1452.08 3498.31,-1372.45 3498.31,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3499.01,-1346.28 3498.31,-1344.28 3497.61,-1346.28 3499.01,-1346.28"/>
-</g>
-<!-- 103&%2345;&gt;113 -->
-<g id="edge282" class="edge">
-<title>103&%2345;&gt;113</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3488.27,-1480.71C3361.88,-1477.04 2067.06,-1437.85 1025.31,-1344 1023.02,-1343.79 1020.67,-1343.56 1018.31,-1343.32"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1018.38,-1342.62 1016.32,-1343.1 1018.23,-1344.01 1018.38,-1342.62"/>
-</g>
-<!-- 103&%2345;&gt;115 -->
-<g id="edge283" class="edge">
-<title>103&%2345;&gt;115</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3500.54,-1474.86C3508.82,-1452.08 3537.78,-1372.45 3547.27,-1346.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3548,-1346.4 3548.02,-1344.28 3546.68,-1345.92 3548,-1346.4"/>
-</g>
-<!-- 103&%2345;&gt;118 -->
-<g id="edge284" class="edge">
-<title>103&%2345;&gt;118</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3503.99,-1474.8C3520.32,-1456.5 3567.19,-1400.53 3583.31,-1344 3585.01,-1338.02 3583.41,-1336.22 3583.31,-1330 3580.2,-1137.04 3587.02,-1088.17 3569.31,-896 3563.36,-831.53 3558.33,-815.8 3547.31,-752 3507.53,-521.81 3449.61,-241.18 3439.01,-190.15"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3439.68,-189.98 3438.59,-188.17 3438.31,-190.27 3439.68,-189.98"/>
-</g>
-<!-- 103&%2345;&gt;119 -->
-<g id="edge285" class="edge">
-<title>103&%2345;&gt;119</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3508.56,-1476.4C3555.14,-1455.52 3746.97,-1369.53 3802.3,-1344.73"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3802.68,-1345.33 3804.21,-1343.87 3802.1,-1344.05 3802.68,-1345.33"/>
-</g>
-<!-- 103&%2345;&gt;124 -->
-<g id="edge286" class="edge">
-<title>103&%2345;&gt;124</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3488.19,-1480.41C3327.37,-1471.01 1299.36,-1352.44 1072.83,-1339.2"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="1072.61,-1338.49 1070.57,-1339.07 1072.52,-1339.88 1072.61,-1338.49"/>
-</g>
-<!-- 104&%2345;&gt;106 -->
-<g id="edge287" class="edge">
-<title>104&%2345;&gt;106</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3608.13,-1618.95C3640.96,-1576.99 3826.95,-1326.79 3709.31,-1186 3637.48,-1100.04 3254.07,-1057.6 3180.51,-1050.19"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3180.49,-1049.48 3178.43,-1049.98 3180.35,-1050.87 3180.49,-1049.48"/>
-</g>
-<!-- 105&%2345;&gt;106 -->
-<g id="edge288" class="edge">
-<title>105&%2345;&gt;106</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3894.95,-1474.56C3892.62,-1439.18 3876.5,-1267.2 3780.31,-1186 3683.71,-1104.46 3258.81,-1058.12 3180.68,-1050.22"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="3180.53,-1049.5 3178.47,-1049.99 3180.39,-1050.89 3180.53,-1049.5"/>
-</g>
-<!-- 106&%2345;&gt;108 -->
-<g id="edge289" class="edge">
-<title>106&%2345;&gt;108</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M3158.01,-1042.72C3107.96,-1021.92 2890.3,-931.43 2836.41,-909.03"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2836.68,-908.38 2834.56,-908.26 2836.14,-909.68 2836.68,-908.38"/>
-</g>
-<!-- 107&%2345;&gt;108 -->
-<g id="edge290" class="edge">
-<title>107&%2345;&gt;108</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2785.07,-1040.86C2791.6,-1018.08 2814.43,-938.45 2821.91,-912.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2822.63,-912.4 2822.51,-910.28 2821.28,-912.01 2822.63,-912.4"/>
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-<!-- 110 -->
-<g id="node110" class="node">
-<title>110</title>
-<text text-anchor="middle" x="2753.31" y="-756.8" font-family="Courier,monospace" font-size="9.00">ETp</text>
-</g>
-<!-- 108&%2345;&gt;110 -->
-<g id="edge291" class="edge">
-<title>108&%2345;&gt;110</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2821.26,-895.9C2809.95,-873.28 2770.41,-794.21 2757.45,-768.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2757.95,-767.71 2756.43,-766.24 2756.69,-768.34 2757.95,-767.71"/>
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-<!-- 109&%2345;&gt;110 -->
-<g id="edge292" class="edge">
-<title>109&%2345;&gt;110</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2753.31,-895.9C2753.31,-873.28 2753.31,-794.21 2753.31,-768.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2754.01,-768.24 2753.31,-766.24 2752.61,-768.24 2754.01,-768.24"/>
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-<!-- 110&%2345;&gt;111 -->
-<g id="edge293" class="edge">
-<title>110&%2345;&gt;111</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2753.31,-751.86C2753.31,-729.08 2753.31,-649.45 2753.31,-623.35"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2754.01,-623.28 2753.31,-621.28 2752.61,-623.28 2754.01,-623.28"/>
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-<!-- 110&%2345;&gt;112 -->
-<g id="edge294" class="edge">
-<title>110&%2345;&gt;112</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2743.12,-752.74C2700.28,-730.62 2534.81,-645.2 2488.45,-621.27"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2488.68,-620.6 2486.59,-620.31 2488.04,-621.85 2488.68,-620.6"/>
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-<!-- 111&%2345;&gt;92 -->
-<g id="edge295" class="edge">
-<title>111&%2345;&gt;92</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2754.81,-606.9C2760.38,-584.28 2779.87,-505.21 2786.26,-479.3"/>
-<polygon fill="black" stroke="black" stroke-width="0.2" points="2786.97,-479.35 2786.77,-477.24 2785.61,-479.01 2786.97,-479.35"/>
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-<!-- 112&%2345;&gt;95 -->
-<g id="edge296" class="edge">
-<title>112&%2345;&gt;95</title>
-<path fill="none" stroke="black" stroke-width="0.2" d="M2476.31,-606.9C2476.31,-584.28 2476.31,-505.21 2476.31,-479.3"/>
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-'/><p>If an arrow points from one variable to a second variable, then the value of the second variable depends on, or is calculated with, the value of the first. </p><p>We can view the values of all the parameters of the model with the following command.</p><pre><code class="language-julia hljs">parameters(SimpleCrop.Model; alias = true)</code></pre><p style="font-family: monospace">Config for 1 system:</p>
+  W(dW)<span class="sgr38_2" style="color:#666"><span class="sgr1">:</span></span>plant_dry_matter <span class="sgr38_2" style="color:#666"><span class="sgr1">~</span></span> accumulate(u&quot;g/m^2&quot;, init <span class="sgr38_2" style="color:#666"><span class="sgr1">=</span></span> W0, when <span class="sgr38_2" style="color:#666"><span class="sgr1">=</span></span> P)</code></pre><p>The relationship between the variables in the model can be visualized using a dependency graph. </p><pre><code class="language-julia hljs">Cropbox.dependency(SimpleCrop.Model)</code></pre><img src="fa23e214.svg" alt="Example block output"/><p>If an arrow points from one variable to a second variable, then the value of the second variable depends on, or is calculated with, the value of the first. </p><p>We can view the values of all the parameters of the model with the following command.</p><pre><code class="language-julia hljs">parameters(SimpleCrop.Model; alias = true)</code></pre><p style="font-family: monospace">Config for 1 system:</p>
 <table style="font-family: monospace">
 <tr style="background-color: transparent">
 <td colspan="3" style="text-align: left; padding: 2px; padding-left: 20px; color: rebeccapurple">Model</th>
@@ -2668,1401 +166,5 @@ <h2 id="Running-a-Simulation"><a class="docs-heading-anchor" href="#Running-a-Si
     :Calendar =&gt; :init =&gt; ZonedDateTime(1987, 1, 1, tz&quot;UTC&quot;),
     :Weather =&gt; :weather_data =&gt; loaddata(&quot;weather.csv&quot;),
     :SoilWater =&gt; :irrigation_data =&gt; loaddata(&quot;irrigation.csv&quot;),
-)</code></pre><p>Let&#39;s run a simulation with the model using configuration we just created. Stop condition for simulation is defined in a flag variable named <code>endsim</code> which coincides with plant maturity or the end of reproductive stage.</p><pre><code class="language-julia hljs">r = simulate(SimpleCrop.Model; config, stop = :endsim)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">
Iterations: 2 	 Time: 0:00:04 ( 2.50  s/it)
Iterations: 56 	 Time: 0:00:06 ( 0.11  s/it)
Iterations: 111 	 Time: 0:00:07 (63.67 ms/it)
Iterations: 166 	 Time: 0:00:08 (48.61 ms/it)
Iterations: 221 	 Time: 0:00:09 (41.17 ms/it)
Iterations: 276 	 Time: 0:00:10 (36.65 ms/it)
Iterations: 293 	 Time: 0:00:10 (35.58 ms/it)</code></pre><h2 id="Visualizing-the-Results"><a class="docs-heading-anchor" href="#Visualizing-the-Results">Visualizing the Results</a><a id="Visualizing-the-Results-1"></a><a class="docs-heading-anchor-permalink" href="#Visualizing-the-Results" title="Permalink"></a></h2><p>The output of simulation is now contained in a data frame from which we generate multiple plots. The number of leaf (<code>N</code>) went from <code>initial_leaf_number</code> (= 2) to <code>maximum_leaf_number</code> (= 12) as indicated in the default set of parameters.</p><pre><code class="language-julia hljs">visualize(r, :DATE, :N; ylim = (0, 15), kind = :line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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-<p>The resulting soil water content (<code>SWC</code>) is shown here.</p><pre><code class="language-julia hljs">visualize(r, :DATE, :SWC; ylim = (0, 400), kind = :line)</code></pre><?xml version="1.0" encoding="UTF-8"?>
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+)</code></pre><p>Let&#39;s run a simulation with the model using configuration we just created. Stop condition for simulation is defined in a flag variable named <code>endsim</code> which coincides with plant maturity or the end of reproductive stage.</p><pre><code class="language-julia hljs">r = simulate(SimpleCrop.Model; config, stop = :endsim)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">
<span class="sgr32">Iterations: 2    Time: 0:00:03 ( 1.62  s/it)</span>
<span class="sgr32">Iterations: 232    Time: 0:00:06 (28.91 ms/it)</span>
<span class="sgr32">Iterations: 293    Time: 0:00:07 (25.37 ms/it)</span></code></pre><h2 id="Visualizing-the-Results"><a class="docs-heading-anchor" href="#Visualizing-the-Results">Visualizing the Results</a><a id="Visualizing-the-Results-1"></a><a class="docs-heading-anchor-permalink" href="#Visualizing-the-Results" title="Permalink"></a></h2><p>The output of simulation is now contained in a data frame from which we generate multiple plots. The number of leaf (<code>N</code>) went from <code>initial_leaf_number</code> (= 2) to <code>maximum_leaf_number</code> (= 12) as indicated in the default set of parameters.</p><pre><code class="language-julia hljs">visualize(r, :DATE, :N; ylim = (0, 15), kind = :line)</code></pre><img src="52aeb93d.svg" alt="Example block output"/><p>Thermal degree days (<code>INT</code>) started accumulating from mid-August with the onset of reproductive stage until late-October when it reaches the maturity indicated by <code>duration_of_reproductive_stage</code> (= 300 K d).</p><pre><code class="language-julia hljs">visualize(r, :DATE, :INT; kind = :line)</code></pre><img src="9dfc8e2e.svg" alt="Example block output"/><p>Assimilated carbon (<code>W</code>) was partitioned into multiple parts of the plant as shown in the plot of dry biomass.</p><pre><code class="language-julia hljs">visualize(r, :DATE, [:W, :Wc, :Wr, :Wf];
+    names = [&quot;Total&quot;, &quot;Canopy&quot;, &quot;Root&quot;, &quot;Fruit&quot;], kind = :line)</code></pre><img src="2cc364d6.svg" alt="Example block output"/><p>Leaf area index (<code>LAI</code>) reached its peak at the end of vegetative stage then began declining throughout reproductive stage.</p><pre><code class="language-julia hljs">visualize(r, :DATE, :LAI; kind = :line)</code></pre><img src="6233bcef.svg" alt="Example block output"/><p>For soil water balance, here is a plot showing water runoff (<code>ROF</code>), infiltration (<code>INF</code>), and vertical drainage (<code>DRN</code>).</p><pre><code class="language-julia hljs">visualize(r, :DATE, [:ROF, :INF, :DRN]; kind = :line)</code></pre><img src="6d389606.svg" alt="Example block output"/><p>Soil water status has influence on potential evapotranspiration (<code>ETp</code>), actual soil evaporation (<code>ESa</code>), and actual plant transpiration (<code>ESp</code>).</p><pre><code class="language-julia hljs">visualize(r, :DATE, [:ETp, :ESa, :EPa]; kind = :line)</code></pre><img src="748d135b.svg" alt="Example block output"/><p>The resulting soil water content (<code>SWC</code>) is shown here.</p><pre><code class="language-julia hljs">visualize(r, :DATE, :SWC; ylim = (0, 400), kind = :line)</code></pre><img src="08cd36e7.svg" alt="Example block output"/><p>Which, in turn, determines soil water stress factor (<code>SWFAC</code>) in this model.</p><pre><code class="language-julia hljs">visualize(r, :DATE, [:SWFAC, :SWFAC1, :SWFAC2]; ylim = (0, 1), kind = :line)</code></pre><img src="e5ef73e8.svg" alt="Example block output"/></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../makingamodel/">« Making a model</a><a class="docs-footer-nextpage" href="../../guide/system/">System »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.3.0 on <span class="colophon-date" title="Saturday 6 April 2024 16:41">Saturday 6 April 2024</span>. Using Julia version 1.10.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/tutorials/weather.csv b/dev/tutorials/weather.csv
index 05fc3bb6..08be28e5 100644
--- a/dev/tutorials/weather.csv
+++ b/dev/tutorials/weather.csv
@@ -1,12037 +1,140 @@
-Date,Tmax,Tmin,Rain,Rad
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-1990-08-22,12.8,4.4,1.4516129032258065,8.2
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-1998-01-01,20.9,10.8,1.7096774193548387,23.3
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-1998-05-27,14.3,6.4,1.4516129032258065,6.1
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-1998-05-31,14.3,6.4,1.4516129032258065,6.1
-1998-06-01,12.3,4.4,1.5,4.8
-1998-06-02,12.3,4.4,1.5,4.8
-1998-06-03,12.3,4.4,1.5,4.8
-1998-06-04,12.3,4.4,1.5,4.8
-1998-06-05,12.3,4.4,1.5,4.8
-1998-06-06,12.3,4.4,1.5,4.8
-1998-06-07,12.3,4.4,1.5,4.8
-1998-06-08,12.3,4.4,1.5,4.8
-1998-06-09,12.3,4.4,1.5,4.8
-1998-06-10,12.3,4.4,1.5,4.8
-1998-06-11,12.3,4.4,1.5,4.8
-1998-06-12,12.3,4.4,1.5,4.8
-1998-06-13,12.3,4.4,1.5,4.8
-1998-06-14,12.3,4.4,1.5,4.8
-1998-06-15,12.3,4.4,1.5,4.8
-1998-06-16,12.3,4.4,1.5,4.8
-1998-06-17,12.3,4.4,1.5,4.8
-1998-06-18,12.3,4.4,1.5,4.8
-1998-06-19,12.3,4.4,1.5,4.8
-1998-06-20,12.3,4.4,1.5,4.8
-1998-06-21,12.3,4.4,1.5,4.8
-1998-06-22,12.3,4.4,1.5,4.8
-1998-06-23,12.3,4.4,1.5,4.8
-1998-06-24,12.3,4.4,1.5,4.8
-1998-06-25,12.3,4.4,1.5,4.8
-1998-06-26,12.3,4.4,1.5,4.8
-1998-06-27,12.3,4.4,1.5,4.8
-1998-06-28,12.3,4.4,1.5,4.8
-1998-06-29,12.3,4.4,1.5,4.8
-1998-06-30,12.3,4.4,1.5,4.8
-1998-07-01,12.0,3.9,1.5161290322580645,5.4
-1998-07-02,12.0,3.9,1.5161290322580645,5.4
-1998-07-03,12.0,3.9,1.5161290322580645,5.4
-1998-07-04,12.0,3.9,1.5161290322580645,5.4
-1998-07-05,12.0,3.9,1.5161290322580645,5.4
-1998-07-06,12.0,3.9,1.5161290322580645,5.4
-1998-07-07,12.0,3.9,1.5161290322580645,5.4
-1998-07-08,12.0,3.9,1.5161290322580645,5.4
-1998-07-09,12.0,3.9,1.5161290322580645,5.4
-1998-07-10,12.0,3.9,1.5161290322580645,5.4
-1998-07-11,12.0,3.9,1.5161290322580645,5.4
-1998-07-12,12.0,3.9,1.5161290322580645,5.4
-1998-07-13,12.0,3.9,1.5161290322580645,5.4
-1998-07-14,12.0,3.9,1.5161290322580645,5.4
-1998-07-15,12.0,3.9,1.5161290322580645,5.4
-1998-07-16,12.0,3.9,1.5161290322580645,5.4
-1998-07-17,12.0,3.9,1.5161290322580645,5.4
-1998-07-18,12.0,3.9,1.5161290322580645,5.4
-1998-07-19,12.0,3.9,1.5161290322580645,5.4
-1998-07-20,12.0,3.9,1.5161290322580645,5.4
-1998-07-21,12.0,3.9,1.5161290322580645,5.4
-1998-07-22,12.0,3.9,1.5161290322580645,5.4
-1998-07-23,12.0,3.9,1.5161290322580645,5.4
-1998-07-24,12.0,3.9,1.5161290322580645,5.4
-1998-07-25,12.0,3.9,1.5161290322580645,5.4
-1998-07-26,12.0,3.9,1.5161290322580645,5.4
-1998-07-27,12.0,3.9,1.5161290322580645,5.4
-1998-07-28,12.0,3.9,1.5161290322580645,5.4
-1998-07-29,12.0,3.9,1.5161290322580645,5.4
-1998-07-30,12.0,3.9,1.5161290322580645,5.4
-1998-07-31,12.0,3.9,1.5161290322580645,5.4
-1998-08-01,12.8,4.4,1.4516129032258065,8.2
-1998-08-02,12.8,4.4,1.4516129032258065,8.2
-1998-08-03,12.8,4.4,1.4516129032258065,8.2
-1998-08-04,12.8,4.4,1.4516129032258065,8.2
-1998-08-05,12.8,4.4,1.4516129032258065,8.2
-1998-08-06,12.8,4.4,1.4516129032258065,8.2
-1998-08-07,12.8,4.4,1.4516129032258065,8.2
-1998-08-08,12.8,4.4,1.4516129032258065,8.2
-1998-08-09,12.8,4.4,1.4516129032258065,8.2
-1998-08-10,12.8,4.4,1.4516129032258065,8.2
-1998-08-11,12.8,4.4,1.4516129032258065,8.2
-1998-08-12,12.8,4.4,1.4516129032258065,8.2
-1998-08-13,12.8,4.4,1.4516129032258065,8.2
-1998-08-14,12.8,4.4,1.4516129032258065,8.2
-1998-08-15,12.8,4.4,1.4516129032258065,8.2
-1998-08-16,12.8,4.4,1.4516129032258065,8.2
-1998-08-17,12.8,4.4,1.4516129032258065,8.2
-1998-08-18,12.8,4.4,1.4516129032258065,8.2
-1998-08-19,12.8,4.4,1.4516129032258065,8.2
-1998-08-20,12.8,4.4,1.4516129032258065,8.2
-1998-08-21,12.8,4.4,1.4516129032258065,8.2
-1998-08-22,12.8,4.4,1.4516129032258065,8.2
-1998-08-23,12.8,4.4,1.4516129032258065,8.2
-1998-08-24,12.8,4.4,1.4516129032258065,8.2
-1998-08-25,12.8,4.4,1.4516129032258065,8.2
-1998-08-26,12.8,4.4,1.4516129032258065,8.2
-1998-08-27,12.8,4.4,1.4516129032258065,8.2
-1998-08-28,12.8,4.4,1.4516129032258065,8.2
-1998-08-29,12.8,4.4,1.4516129032258065,8.2
-1998-08-30,12.8,4.4,1.4516129032258065,8.2
-1998-08-31,12.8,4.4,1.4516129032258065,8.2
-1998-09-01,14.5,5.6,1.1333333333333333,12.8
-1998-09-02,14.5,5.6,1.1333333333333333,12.8
-1998-09-03,14.5,5.6,1.1333333333333333,12.8
-1998-09-04,14.5,5.6,1.1333333333333333,12.8
-1998-09-05,14.5,5.6,1.1333333333333333,12.8
-1998-09-06,14.5,5.6,1.1333333333333333,12.8
-1998-09-07,14.5,5.6,1.1333333333333333,12.8
-1998-09-08,14.5,5.6,1.1333333333333333,12.8
-1998-09-09,14.5,5.6,1.1333333333333333,12.8
-1998-09-10,14.5,5.6,1.1333333333333333,12.8
-1998-09-11,14.5,5.6,1.1333333333333333,12.8
-1998-09-12,14.5,5.6,1.1333333333333333,12.8
-1998-09-13,14.5,5.6,1.1333333333333333,12.8
-1998-09-14,14.5,5.6,1.1333333333333333,12.8
-1998-09-15,14.5,5.6,1.1333333333333333,12.8
-1998-09-16,14.5,5.6,1.1333333333333333,12.8
-1998-09-17,14.5,5.6,1.1333333333333333,12.8
-1998-09-18,14.5,5.6,1.1333333333333333,12.8
-1998-09-19,14.5,5.6,1.1333333333333333,12.8
-1998-09-20,14.5,5.6,1.1333333333333333,12.8
-1998-09-21,14.5,5.6,1.1333333333333333,12.8
-1998-09-22,14.5,5.6,1.1333333333333333,12.8
-1998-09-23,14.5,5.6,1.1333333333333333,12.8
-1998-09-24,14.5,5.6,1.1333333333333333,12.8
-1998-09-25,14.5,5.6,1.1333333333333333,12.8
-1998-09-26,14.5,5.6,1.1333333333333333,12.8
-1998-09-27,14.5,5.6,1.1333333333333333,12.8
-1998-09-28,14.5,5.6,1.1333333333333333,12.8
-1998-09-29,14.5,5.6,1.1333333333333333,12.8
-1998-09-30,14.5,5.6,1.1333333333333333,12.8
-1998-10-01,16.3,6.7,1.5161290322580645,17.2
-1998-10-02,16.3,6.7,1.5161290322580645,17.2
-1998-10-03,16.3,6.7,1.5161290322580645,17.2
-1998-10-04,16.3,6.7,1.5161290322580645,17.2
-1998-10-05,16.3,6.7,1.5161290322580645,17.2
-1998-10-06,16.3,6.7,1.5161290322580645,17.2
-1998-10-07,16.3,6.7,1.5161290322580645,17.2
-1998-10-08,16.3,6.7,1.5161290322580645,17.2
-1998-10-09,16.3,6.7,1.5161290322580645,17.2
-1998-10-10,16.3,6.7,1.5161290322580645,17.2
-1998-10-11,16.3,6.7,1.5161290322580645,17.2
-1998-10-12,16.3,6.7,1.5161290322580645,17.2
-1998-10-13,16.3,6.7,1.5161290322580645,17.2
-1998-10-14,16.3,6.7,1.5161290322580645,17.2
-1998-10-15,16.3,6.7,1.5161290322580645,17.2
-1998-10-16,16.3,6.7,1.5161290322580645,17.2
-1998-10-17,16.3,6.7,1.5161290322580645,17.2
-1998-10-18,16.3,6.7,1.5161290322580645,17.2
-1998-10-19,16.3,6.7,1.5161290322580645,17.2
-1998-10-20,16.3,6.7,1.5161290322580645,17.2
-1998-10-21,16.3,6.7,1.5161290322580645,17.2
-1998-10-22,16.3,6.7,1.5161290322580645,17.2
-1998-10-23,16.3,6.7,1.5161290322580645,17.2
-1998-10-24,16.3,6.7,1.5161290322580645,17.2
-1998-10-25,16.3,6.7,1.5161290322580645,17.2
-1998-10-26,16.3,6.7,1.5161290322580645,17.2
-1998-10-27,16.3,6.7,1.5161290322580645,17.2
-1998-10-28,16.3,6.7,1.5161290322580645,17.2
-1998-10-29,16.3,6.7,1.5161290322580645,17.2
-1998-10-30,16.3,6.7,1.5161290322580645,17.2
-1998-10-31,16.3,6.7,1.5161290322580645,17.2
-1998-11-01,17.4,8.3,2.0,20.4
-1998-11-02,17.4,8.3,2.0,20.4
-1998-11-03,17.4,8.3,2.0,20.4
-1998-11-04,17.4,8.3,2.0,20.4
-1998-11-05,17.4,8.3,2.0,20.4
-1998-11-06,17.4,8.3,2.0,20.4
-1998-11-07,17.4,8.3,2.0,20.4
-1998-11-08,17.4,8.3,2.0,20.4
-1998-11-09,17.4,8.3,2.0,20.4
-1998-11-10,17.4,8.3,2.0,20.4
-1998-11-11,17.4,8.3,2.0,20.4
-1998-11-12,17.4,8.3,2.0,20.4
-1998-11-13,17.4,8.3,2.0,20.4
-1998-11-14,17.4,8.3,2.0,20.4
-1998-11-15,17.4,8.3,2.0,20.4
-1998-11-16,17.4,8.3,2.0,20.4
-1998-11-17,17.4,8.3,2.0,20.4
-1998-11-18,17.4,8.3,2.0,20.4
-1998-11-19,17.4,8.3,2.0,20.4
-1998-11-20,17.4,8.3,2.0,20.4
-1998-11-21,17.4,8.3,2.0,20.4
-1998-11-22,17.4,8.3,2.0,20.4
-1998-11-23,17.4,8.3,2.0,20.4
-1998-11-24,17.4,8.3,2.0,20.4
-1998-11-25,17.4,8.3,2.0,20.4
-1998-11-26,17.4,8.3,2.0,20.4
-1998-11-27,17.4,8.3,2.0,20.4
-1998-11-28,17.4,8.3,2.0,20.4
-1998-11-29,17.4,8.3,2.0,20.4
-1998-11-30,17.4,8.3,2.0,20.4
-1998-12-01,18.9,9.6,1.935483870967742,22.4
-1998-12-02,18.9,9.6,1.935483870967742,22.4
-1998-12-03,18.9,9.6,1.935483870967742,22.4
-1998-12-04,18.9,9.6,1.935483870967742,22.4
-1998-12-05,18.9,9.6,1.935483870967742,22.4
-1998-12-06,18.9,9.6,1.935483870967742,22.4
-1998-12-07,18.9,9.6,1.935483870967742,22.4
-1998-12-08,18.9,9.6,1.935483870967742,22.4
-1998-12-09,18.9,9.6,1.935483870967742,22.4
-1998-12-10,18.9,9.6,1.935483870967742,22.4
-1998-12-11,18.9,9.6,1.935483870967742,22.4
-1998-12-12,18.9,9.6,1.935483870967742,22.4
-1998-12-13,18.9,9.6,1.935483870967742,22.4
-1998-12-14,18.9,9.6,1.935483870967742,22.4
-1998-12-15,18.9,9.6,1.935483870967742,22.4
-1998-12-16,18.9,9.6,1.935483870967742,22.4
-1998-12-17,18.9,9.6,1.935483870967742,22.4
-1998-12-18,18.9,9.6,1.935483870967742,22.4
-1998-12-19,18.9,9.6,1.935483870967742,22.4
-1998-12-20,18.9,9.6,1.935483870967742,22.4
-1998-12-21,18.9,9.6,1.935483870967742,22.4
-1998-12-22,18.9,9.6,1.935483870967742,22.4
-1998-12-23,18.9,9.6,1.935483870967742,22.4
-1998-12-24,18.9,9.6,1.935483870967742,22.4
-1998-12-25,18.9,9.6,1.935483870967742,22.4
-1998-12-26,18.9,9.6,1.935483870967742,22.4
-1998-12-27,18.9,9.6,1.935483870967742,22.4
-1998-12-28,18.9,9.6,1.935483870967742,22.4
-1998-12-29,18.9,9.6,1.935483870967742,22.4
-1998-12-30,18.9,9.6,1.935483870967742,22.4
-1998-12-31,18.9,9.6,1.935483870967742,22.4
-1999-01-01,20.9,10.8,1.7096774193548387,23.3
-1999-01-02,20.9,10.8,1.7096774193548387,23.3
-1999-01-03,20.9,10.8,1.7096774193548387,23.3
-1999-01-04,20.9,10.8,1.7096774193548387,23.3
-1999-01-05,20.9,10.8,1.7096774193548387,23.3
-1999-01-06,20.9,10.8,1.7096774193548387,23.3
-1999-01-07,20.9,10.8,1.7096774193548387,23.3
-1999-01-08,20.9,10.8,1.7096774193548387,23.3
-1999-01-09,20.9,10.8,1.7096774193548387,23.3
-1999-01-10,20.9,10.8,1.7096774193548387,23.3
-1999-01-11,20.9,10.8,1.7096774193548387,23.3
-1999-01-12,20.9,10.8,1.7096774193548387,23.3
-1999-01-13,20.9,10.8,1.7096774193548387,23.3
-1999-01-14,20.9,10.8,1.7096774193548387,23.3
-1999-01-15,20.9,10.8,1.7096774193548387,23.3
-1999-01-16,20.9,10.8,1.7096774193548387,23.3
-1999-01-17,20.9,10.8,1.7096774193548387,23.3
-1999-01-18,20.9,10.8,1.7096774193548387,23.3
-1999-01-19,20.9,10.8,1.7096774193548387,23.3
-1999-01-20,20.9,10.8,1.7096774193548387,23.3
-1999-01-21,20.9,10.8,1.7096774193548387,23.3
-1999-01-22,20.9,10.8,1.7096774193548387,23.3
-1999-01-23,20.9,10.8,1.7096774193548387,23.3
-1999-01-24,20.9,10.8,1.7096774193548387,23.3
-1999-01-25,20.9,10.8,1.7096774193548387,23.3
-1999-01-26,20.9,10.8,1.7096774193548387,23.3
-1999-01-27,20.9,10.8,1.7096774193548387,23.3
-1999-01-28,20.9,10.8,1.7096774193548387,23.3
-1999-01-29,20.9,10.8,1.7096774193548387,23.3
-1999-01-30,20.9,10.8,1.7096774193548387,23.3
-1999-01-31,20.9,10.8,1.7096774193548387,23.3
-1999-02-01,21.1,11.4,1.8928571428571428,19.8
-1999-02-02,21.1,11.4,1.8928571428571428,19.8
-1999-02-03,21.1,11.4,1.8928571428571428,19.8
-1999-02-04,21.1,11.4,1.8928571428571428,19.8
-1999-02-05,21.1,11.4,1.8928571428571428,19.8
-1999-02-06,21.1,11.4,1.8928571428571428,19.8
-1999-02-07,21.1,11.4,1.8928571428571428,19.8
-1999-02-08,21.1,11.4,1.8928571428571428,19.8
-1999-02-09,21.1,11.4,1.8928571428571428,19.8
-1999-02-10,21.1,11.4,1.8928571428571428,19.8
-1999-02-11,21.1,11.4,1.8928571428571428,19.8
-1999-02-12,21.1,11.4,1.8928571428571428,19.8
-1999-02-13,21.1,11.4,1.8928571428571428,19.8
-1999-02-14,21.1,11.4,1.8928571428571428,19.8
-1999-02-15,21.1,11.4,1.8928571428571428,19.8
-1999-02-16,21.1,11.4,1.8928571428571428,19.8
-1999-02-17,21.1,11.4,1.8928571428571428,19.8
-1999-02-18,21.1,11.4,1.8928571428571428,19.8
-1999-02-19,21.1,11.4,1.8928571428571428,19.8
-1999-02-20,21.1,11.4,1.8928571428571428,19.8
-1999-02-21,21.1,11.4,1.8928571428571428,19.8
-1999-02-22,21.1,11.4,1.8928571428571428,19.8
-1999-02-23,21.1,11.4,1.8928571428571428,19.8
-1999-02-24,21.1,11.4,1.8928571428571428,19.8
-1999-02-25,21.1,11.4,1.8928571428571428,19.8
-1999-02-26,21.1,11.4,1.8928571428571428,19.8
-1999-02-27,21.1,11.4,1.8928571428571428,19.8
-1999-02-28,21.1,11.4,1.8928571428571428,19.8
-1999-03-01,19.6,10.0,1.8709677419354838,14.2
-1999-03-02,19.6,10.0,1.8709677419354838,14.2
-1999-03-03,19.6,10.0,1.8709677419354838,14.2
-1999-03-04,19.6,10.0,1.8709677419354838,14.2
-1999-03-05,19.6,10.0,1.8709677419354838,14.2
-1999-03-06,19.6,10.0,1.8709677419354838,14.2
-1999-03-07,19.6,10.0,1.8709677419354838,14.2
-1999-03-08,19.6,10.0,1.8709677419354838,14.2
-1999-03-09,19.6,10.0,1.8709677419354838,14.2
-1999-03-10,19.6,10.0,1.8709677419354838,14.2
-1999-03-11,19.6,10.0,1.8709677419354838,14.2
-1999-03-12,19.6,10.0,1.8709677419354838,14.2
-1999-03-13,19.6,10.0,1.8709677419354838,14.2
-1999-03-14,19.6,10.0,1.8709677419354838,14.2
-1999-03-15,19.6,10.0,1.8709677419354838,14.2
-1999-03-16,19.6,10.0,1.8709677419354838,14.2
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-2000-12-02,18.9,9.6,1.935483870967742,22.4
-2000-12-03,18.9,9.6,1.935483870967742,22.4
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-2000-12-20,18.9,9.6,1.935483870967742,22.4
-2000-12-21,18.9,9.6,1.935483870967742,22.4
-2000-12-22,18.9,9.6,1.935483870967742,22.4
-2000-12-23,18.9,9.6,1.935483870967742,22.4
-2000-12-24,18.9,9.6,1.935483870967742,22.4
-2000-12-25,18.9,9.6,1.935483870967742,22.4
-2000-12-26,18.9,9.6,1.935483870967742,22.4
-2000-12-27,18.9,9.6,1.935483870967742,22.4
-2000-12-28,18.9,9.6,1.935483870967742,22.4
-2000-12-29,18.9,9.6,1.935483870967742,22.4
-2000-12-30,18.9,9.6,1.935483870967742,22.4
-2000-12-31,18.9,9.6,1.935483870967742,22.4
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-2001-01-02,20.9,10.8,1.7096774193548387,23.3
-2001-01-03,20.9,10.8,1.7096774193548387,23.3
-2001-01-04,20.9,10.8,1.7096774193548387,23.3
-2001-01-05,20.9,10.8,1.7096774193548387,23.3
-2001-01-06,20.9,10.8,1.7096774193548387,23.3
-2001-01-07,20.9,10.8,1.7096774193548387,23.3
-2001-01-08,20.9,10.8,1.7096774193548387,23.3
-2001-01-09,20.9,10.8,1.7096774193548387,23.3
-2001-01-10,20.9,10.8,1.7096774193548387,23.3
-2001-01-11,20.9,10.8,1.7096774193548387,23.3
-2001-01-12,20.9,10.8,1.7096774193548387,23.3
-2001-01-13,20.9,10.8,1.7096774193548387,23.3
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-2001-01-17,20.9,10.8,1.7096774193548387,23.3
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-2001-01-20,20.9,10.8,1.7096774193548387,23.3
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-2001-01-22,20.9,10.8,1.7096774193548387,23.3
-2001-01-23,20.9,10.8,1.7096774193548387,23.3
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-2001-01-25,20.9,10.8,1.7096774193548387,23.3
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-2001-06-01,12.3,4.4,1.5,4.8
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-2001-06-03,12.3,4.4,1.5,4.8
-2001-06-04,12.3,4.4,1.5,4.8
-2001-06-05,12.3,4.4,1.5,4.8
-2001-06-06,12.3,4.4,1.5,4.8
-2001-06-07,12.3,4.4,1.5,4.8
-2001-06-08,12.3,4.4,1.5,4.8
-2001-06-09,12.3,4.4,1.5,4.8
-2001-06-10,12.3,4.4,1.5,4.8
-2001-06-11,12.3,4.4,1.5,4.8
-2001-06-12,12.3,4.4,1.5,4.8
-2001-06-13,12.3,4.4,1.5,4.8
-2001-06-14,12.3,4.4,1.5,4.8
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-2001-06-16,12.3,4.4,1.5,4.8
-2001-06-17,12.3,4.4,1.5,4.8
-2001-06-18,12.3,4.4,1.5,4.8
-2001-06-19,12.3,4.4,1.5,4.8
-2001-06-20,12.3,4.4,1.5,4.8
-2001-06-21,12.3,4.4,1.5,4.8
-2001-06-22,12.3,4.4,1.5,4.8
-2001-06-23,12.3,4.4,1.5,4.8
-2001-06-24,12.3,4.4,1.5,4.8
-2001-06-25,12.3,4.4,1.5,4.8
-2001-06-26,12.3,4.4,1.5,4.8
-2001-06-27,12.3,4.4,1.5,4.8
-2001-06-28,12.3,4.4,1.5,4.8
-2001-06-29,12.3,4.4,1.5,4.8
-2001-06-30,12.3,4.4,1.5,4.8
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-2001-07-02,12.0,3.9,1.5161290322580645,5.4
-2001-07-03,12.0,3.9,1.5161290322580645,5.4
-2001-07-04,12.0,3.9,1.5161290322580645,5.4
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-2001-07-06,12.0,3.9,1.5161290322580645,5.4
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-2001-07-09,12.0,3.9,1.5161290322580645,5.4
-2001-07-10,12.0,3.9,1.5161290322580645,5.4
-2001-07-11,12.0,3.9,1.5161290322580645,5.4
-2001-07-12,12.0,3.9,1.5161290322580645,5.4
-2001-07-13,12.0,3.9,1.5161290322580645,5.4
-2001-07-14,12.0,3.9,1.5161290322580645,5.4
-2001-07-15,12.0,3.9,1.5161290322580645,5.4
-2001-07-16,12.0,3.9,1.5161290322580645,5.4
-2001-07-17,12.0,3.9,1.5161290322580645,5.4
-2001-07-18,12.0,3.9,1.5161290322580645,5.4
-2001-07-19,12.0,3.9,1.5161290322580645,5.4
-2001-07-20,12.0,3.9,1.5161290322580645,5.4
-2001-07-21,12.0,3.9,1.5161290322580645,5.4
-2001-07-22,12.0,3.9,1.5161290322580645,5.4
-2001-07-23,12.0,3.9,1.5161290322580645,5.4
-2001-07-24,12.0,3.9,1.5161290322580645,5.4
-2001-07-25,12.0,3.9,1.5161290322580645,5.4
-2001-07-26,12.0,3.9,1.5161290322580645,5.4
-2001-07-27,12.0,3.9,1.5161290322580645,5.4
-2001-07-28,12.0,3.9,1.5161290322580645,5.4
-2001-07-29,12.0,3.9,1.5161290322580645,5.4
-2001-07-30,12.0,3.9,1.5161290322580645,5.4
-2001-07-31,12.0,3.9,1.5161290322580645,5.4
-2001-08-01,12.8,4.4,1.4516129032258065,8.2
-2001-08-02,12.8,4.4,1.4516129032258065,8.2
-2001-08-03,12.8,4.4,1.4516129032258065,8.2
-2001-08-04,12.8,4.4,1.4516129032258065,8.2
-2001-08-05,12.8,4.4,1.4516129032258065,8.2
-2001-08-06,12.8,4.4,1.4516129032258065,8.2
-2001-08-07,12.8,4.4,1.4516129032258065,8.2
-2001-08-08,12.8,4.4,1.4516129032258065,8.2
-2001-08-09,12.8,4.4,1.4516129032258065,8.2
-2001-08-10,12.8,4.4,1.4516129032258065,8.2
-2001-08-11,12.8,4.4,1.4516129032258065,8.2
-2001-08-12,12.8,4.4,1.4516129032258065,8.2
-2001-08-13,12.8,4.4,1.4516129032258065,8.2
-2001-08-14,12.8,4.4,1.4516129032258065,8.2
-2001-08-15,12.8,4.4,1.4516129032258065,8.2
-2001-08-16,12.8,4.4,1.4516129032258065,8.2
-2001-08-17,12.8,4.4,1.4516129032258065,8.2
-2001-08-18,12.8,4.4,1.4516129032258065,8.2
-2001-08-19,12.8,4.4,1.4516129032258065,8.2
-2001-08-20,12.8,4.4,1.4516129032258065,8.2
-2001-08-21,12.8,4.4,1.4516129032258065,8.2
-2001-08-22,12.8,4.4,1.4516129032258065,8.2
-2001-08-23,12.8,4.4,1.4516129032258065,8.2
-2001-08-24,12.8,4.4,1.4516129032258065,8.2
-2001-08-25,12.8,4.4,1.4516129032258065,8.2
-2001-08-26,12.8,4.4,1.4516129032258065,8.2
-2001-08-27,12.8,4.4,1.4516129032258065,8.2
-2001-08-28,12.8,4.4,1.4516129032258065,8.2
-2001-08-29,12.8,4.4,1.4516129032258065,8.2
-2001-08-30,12.8,4.4,1.4516129032258065,8.2
-2001-08-31,12.8,4.4,1.4516129032258065,8.2
-2001-09-01,14.5,5.6,1.1333333333333333,12.8
-2001-09-02,14.5,5.6,1.1333333333333333,12.8
-2001-09-03,14.5,5.6,1.1333333333333333,12.8
-2001-09-04,14.5,5.6,1.1333333333333333,12.8
-2001-09-05,14.5,5.6,1.1333333333333333,12.8
-2001-09-06,14.5,5.6,1.1333333333333333,12.8
-2001-09-07,14.5,5.6,1.1333333333333333,12.8
-2001-09-08,14.5,5.6,1.1333333333333333,12.8
-2001-09-09,14.5,5.6,1.1333333333333333,12.8
-2001-09-10,14.5,5.6,1.1333333333333333,12.8
-2001-09-11,14.5,5.6,1.1333333333333333,12.8
-2001-09-12,14.5,5.6,1.1333333333333333,12.8
-2001-09-13,14.5,5.6,1.1333333333333333,12.8
-2001-09-14,14.5,5.6,1.1333333333333333,12.8
-2001-09-15,14.5,5.6,1.1333333333333333,12.8
-2001-09-16,14.5,5.6,1.1333333333333333,12.8
-2001-09-17,14.5,5.6,1.1333333333333333,12.8
-2001-09-18,14.5,5.6,1.1333333333333333,12.8
-2001-09-19,14.5,5.6,1.1333333333333333,12.8
-2001-09-20,14.5,5.6,1.1333333333333333,12.8
-2001-09-21,14.5,5.6,1.1333333333333333,12.8
-2001-09-22,14.5,5.6,1.1333333333333333,12.8
-2001-09-23,14.5,5.6,1.1333333333333333,12.8
-2001-09-24,14.5,5.6,1.1333333333333333,12.8
-2001-09-25,14.5,5.6,1.1333333333333333,12.8
-2001-09-26,14.5,5.6,1.1333333333333333,12.8
-2001-09-27,14.5,5.6,1.1333333333333333,12.8
-2001-09-28,14.5,5.6,1.1333333333333333,12.8
-2001-09-29,14.5,5.6,1.1333333333333333,12.8
-2001-09-30,14.5,5.6,1.1333333333333333,12.8
-2001-10-01,16.3,6.7,1.5161290322580645,17.2
-2001-10-02,16.3,6.7,1.5161290322580645,17.2
-2001-10-03,16.3,6.7,1.5161290322580645,17.2
-2001-10-04,16.3,6.7,1.5161290322580645,17.2
-2001-10-05,16.3,6.7,1.5161290322580645,17.2
-2001-10-06,16.3,6.7,1.5161290322580645,17.2
-2001-10-07,16.3,6.7,1.5161290322580645,17.2
-2001-10-08,16.3,6.7,1.5161290322580645,17.2
-2001-10-09,16.3,6.7,1.5161290322580645,17.2
-2001-10-10,16.3,6.7,1.5161290322580645,17.2
-2001-10-11,16.3,6.7,1.5161290322580645,17.2
-2001-10-12,16.3,6.7,1.5161290322580645,17.2
-2001-10-13,16.3,6.7,1.5161290322580645,17.2
-2001-10-14,16.3,6.7,1.5161290322580645,17.2
-2001-10-15,16.3,6.7,1.5161290322580645,17.2
-2001-10-16,16.3,6.7,1.5161290322580645,17.2
-2001-10-17,16.3,6.7,1.5161290322580645,17.2
-2001-10-18,16.3,6.7,1.5161290322580645,17.2
-2001-10-19,16.3,6.7,1.5161290322580645,17.2
-2001-10-20,16.3,6.7,1.5161290322580645,17.2
-2001-10-21,16.3,6.7,1.5161290322580645,17.2
-2001-10-22,16.3,6.7,1.5161290322580645,17.2
-2001-10-23,16.3,6.7,1.5161290322580645,17.2
-2001-10-24,16.3,6.7,1.5161290322580645,17.2
-2001-10-25,16.3,6.7,1.5161290322580645,17.2
-2001-10-26,16.3,6.7,1.5161290322580645,17.2
-2001-10-27,16.3,6.7,1.5161290322580645,17.2
-2001-10-28,16.3,6.7,1.5161290322580645,17.2
-2001-10-29,16.3,6.7,1.5161290322580645,17.2
-2001-10-30,16.3,6.7,1.5161290322580645,17.2
-2001-10-31,16.3,6.7,1.5161290322580645,17.2
-2001-11-01,17.4,8.3,2.0,20.4
-2001-11-02,17.4,8.3,2.0,20.4
-2001-11-03,17.4,8.3,2.0,20.4
-2001-11-04,17.4,8.3,2.0,20.4
-2001-11-05,17.4,8.3,2.0,20.4
-2001-11-06,17.4,8.3,2.0,20.4
-2001-11-07,17.4,8.3,2.0,20.4
-2001-11-08,17.4,8.3,2.0,20.4
-2001-11-09,17.4,8.3,2.0,20.4
-2001-11-10,17.4,8.3,2.0,20.4
-2001-11-11,17.4,8.3,2.0,20.4
-2001-11-12,17.4,8.3,2.0,20.4
-2001-11-13,17.4,8.3,2.0,20.4
-2001-11-14,17.4,8.3,2.0,20.4
-2001-11-15,17.4,8.3,2.0,20.4
-2001-11-16,17.4,8.3,2.0,20.4
-2001-11-17,17.4,8.3,2.0,20.4
-2001-11-18,17.4,8.3,2.0,20.4
-2001-11-19,17.4,8.3,2.0,20.4
-2001-11-20,17.4,8.3,2.0,20.4
-2001-11-21,17.4,8.3,2.0,20.4
-2001-11-22,17.4,8.3,2.0,20.4
-2001-11-23,17.4,8.3,2.0,20.4
-2001-11-24,17.4,8.3,2.0,20.4
-2001-11-25,17.4,8.3,2.0,20.4
-2001-11-26,17.4,8.3,2.0,20.4
-2001-11-27,17.4,8.3,2.0,20.4
-2001-11-28,17.4,8.3,2.0,20.4
-2001-11-29,17.4,8.3,2.0,20.4
-2001-11-30,17.4,8.3,2.0,20.4
-2001-12-01,18.9,9.6,1.935483870967742,22.4
-2001-12-02,18.9,9.6,1.935483870967742,22.4
-2001-12-03,18.9,9.6,1.935483870967742,22.4
-2001-12-04,18.9,9.6,1.935483870967742,22.4
-2001-12-05,18.9,9.6,1.935483870967742,22.4
-2001-12-06,18.9,9.6,1.935483870967742,22.4
-2001-12-07,18.9,9.6,1.935483870967742,22.4
-2001-12-08,18.9,9.6,1.935483870967742,22.4
-2001-12-09,18.9,9.6,1.935483870967742,22.4
-2001-12-10,18.9,9.6,1.935483870967742,22.4
-2001-12-11,18.9,9.6,1.935483870967742,22.4
-2001-12-12,18.9,9.6,1.935483870967742,22.4
-2001-12-13,18.9,9.6,1.935483870967742,22.4
-2001-12-14,18.9,9.6,1.935483870967742,22.4
-2001-12-15,18.9,9.6,1.935483870967742,22.4
-2001-12-16,18.9,9.6,1.935483870967742,22.4
-2001-12-17,18.9,9.6,1.935483870967742,22.4
-2001-12-18,18.9,9.6,1.935483870967742,22.4
-2001-12-19,18.9,9.6,1.935483870967742,22.4
-2001-12-20,18.9,9.6,1.935483870967742,22.4
-2001-12-21,18.9,9.6,1.935483870967742,22.4
-2001-12-22,18.9,9.6,1.935483870967742,22.4
-2001-12-23,18.9,9.6,1.935483870967742,22.4
-2001-12-24,18.9,9.6,1.935483870967742,22.4
-2001-12-25,18.9,9.6,1.935483870967742,22.4
-2001-12-26,18.9,9.6,1.935483870967742,22.4
-2001-12-27,18.9,9.6,1.935483870967742,22.4
-2001-12-28,18.9,9.6,1.935483870967742,22.4
-2001-12-29,18.9,9.6,1.935483870967742,22.4
-2001-12-30,18.9,9.6,1.935483870967742,22.4
-2001-12-31,18.9,9.6,1.935483870967742,22.4
-2002-01-01,20.9,10.8,1.7096774193548387,23.3
-2002-01-02,20.9,10.8,1.7096774193548387,23.3
-2002-01-03,20.9,10.8,1.7096774193548387,23.3
-2002-01-04,20.9,10.8,1.7096774193548387,23.3
-2002-01-05,20.9,10.8,1.7096774193548387,23.3
-2002-01-06,20.9,10.8,1.7096774193548387,23.3
-2002-01-07,20.9,10.8,1.7096774193548387,23.3
-2002-01-08,20.9,10.8,1.7096774193548387,23.3
-2002-01-09,20.9,10.8,1.7096774193548387,23.3
-2002-01-10,20.9,10.8,1.7096774193548387,23.3
-2002-01-11,20.9,10.8,1.7096774193548387,23.3
-2002-01-12,20.9,10.8,1.7096774193548387,23.3
-2002-01-13,20.9,10.8,1.7096774193548387,23.3
-2002-01-14,20.9,10.8,1.7096774193548387,23.3
-2002-01-15,20.9,10.8,1.7096774193548387,23.3
-2002-01-16,20.9,10.8,1.7096774193548387,23.3
-2002-01-17,20.9,10.8,1.7096774193548387,23.3
-2002-01-18,20.9,10.8,1.7096774193548387,23.3
-2002-01-19,20.9,10.8,1.7096774193548387,23.3
-2002-01-20,20.9,10.8,1.7096774193548387,23.3
-2002-01-21,20.9,10.8,1.7096774193548387,23.3
-2002-01-22,20.9,10.8,1.7096774193548387,23.3
-2002-01-23,20.9,10.8,1.7096774193548387,23.3
-2002-01-24,20.9,10.8,1.7096774193548387,23.3
-2002-01-25,20.9,10.8,1.7096774193548387,23.3
-2002-01-26,20.9,10.8,1.7096774193548387,23.3
-2002-01-27,20.9,10.8,1.7096774193548387,23.3
-2002-01-28,20.9,10.8,1.7096774193548387,23.3
-2002-01-29,20.9,10.8,1.7096774193548387,23.3
-2002-01-30,20.9,10.8,1.7096774193548387,23.3
-2002-01-31,20.9,10.8,1.7096774193548387,23.3
-2002-02-01,21.1,11.4,1.8928571428571428,19.8
-2002-02-02,21.1,11.4,1.8928571428571428,19.8
-2002-02-03,21.1,11.4,1.8928571428571428,19.8
-2002-02-04,21.1,11.4,1.8928571428571428,19.8
-2002-02-05,21.1,11.4,1.8928571428571428,19.8
-2002-02-06,21.1,11.4,1.8928571428571428,19.8
-2002-02-07,21.1,11.4,1.8928571428571428,19.8
-2002-02-08,21.1,11.4,1.8928571428571428,19.8
-2002-02-09,21.1,11.4,1.8928571428571428,19.8
-2002-02-10,21.1,11.4,1.8928571428571428,19.8
-2002-02-11,21.1,11.4,1.8928571428571428,19.8
-2002-02-12,21.1,11.4,1.8928571428571428,19.8
-2002-02-13,21.1,11.4,1.8928571428571428,19.8
-2002-02-14,21.1,11.4,1.8928571428571428,19.8
-2002-02-15,21.1,11.4,1.8928571428571428,19.8
-2002-02-16,21.1,11.4,1.8928571428571428,19.8
-2002-02-17,21.1,11.4,1.8928571428571428,19.8
-2002-02-18,21.1,11.4,1.8928571428571428,19.8
-2002-02-19,21.1,11.4,1.8928571428571428,19.8
-2002-02-20,21.1,11.4,1.8928571428571428,19.8
-2002-02-21,21.1,11.4,1.8928571428571428,19.8
-2002-02-22,21.1,11.4,1.8928571428571428,19.8
-2002-02-23,21.1,11.4,1.8928571428571428,19.8
-2002-02-24,21.1,11.4,1.8928571428571428,19.8
-2002-02-25,21.1,11.4,1.8928571428571428,19.8
-2002-02-26,21.1,11.4,1.8928571428571428,19.8
-2002-02-27,21.1,11.4,1.8928571428571428,19.8
-2002-02-28,21.1,11.4,1.8928571428571428,19.8
-2002-03-01,19.6,10.0,1.8709677419354838,14.2
-2002-03-02,19.6,10.0,1.8709677419354838,14.2
-2002-03-03,19.6,10.0,1.8709677419354838,14.2
-2002-03-04,19.6,10.0,1.8709677419354838,14.2
-2002-03-05,19.6,10.0,1.8709677419354838,14.2
-2002-03-06,19.6,10.0,1.8709677419354838,14.2
-2002-03-07,19.6,10.0,1.8709677419354838,14.2
-2002-03-08,19.6,10.0,1.8709677419354838,14.2
-2002-03-09,19.6,10.0,1.8709677419354838,14.2
-2002-03-10,19.6,10.0,1.8709677419354838,14.2
-2002-03-11,19.6,10.0,1.8709677419354838,14.2
-2002-03-12,19.6,10.0,1.8709677419354838,14.2
-2002-03-13,19.6,10.0,1.8709677419354838,14.2
-2002-03-14,19.6,10.0,1.8709677419354838,14.2
-2002-03-15,19.6,10.0,1.8709677419354838,14.2
-2002-03-16,19.6,10.0,1.8709677419354838,14.2
-2002-03-17,19.6,10.0,1.8709677419354838,14.2
-2002-03-18,19.6,10.0,1.8709677419354838,14.2
-2002-03-19,19.6,10.0,1.8709677419354838,14.2
-2002-03-20,19.6,10.0,1.8709677419354838,14.2
-2002-03-21,19.6,10.0,1.8709677419354838,14.2
-2002-03-22,19.6,10.0,1.8709677419354838,14.2
-2002-03-23,19.6,10.0,1.8709677419354838,14.2
-2002-03-24,19.6,10.0,1.8709677419354838,14.2
-2002-03-25,19.6,10.0,1.8709677419354838,14.2
-2002-03-26,19.6,10.0,1.8709677419354838,14.2
-2002-03-27,19.6,10.0,1.8709677419354838,14.2
-2002-03-28,19.6,10.0,1.8709677419354838,14.2
-2002-03-29,19.6,10.0,1.8709677419354838,14.2
-2002-03-30,19.6,10.0,1.8709677419354838,14.2
-2002-03-31,19.6,10.0,1.8709677419354838,14.2
-2002-04-01,17.4,8.5,1.5,9.5
-2002-04-02,17.4,8.5,1.5,9.5
-2002-04-03,17.4,8.5,1.5,9.5
-2002-04-04,17.4,8.5,1.5,9.5
-2002-04-05,17.4,8.5,1.5,9.5
-2002-04-06,17.4,8.5,1.5,9.5
-2002-04-07,17.4,8.5,1.5,9.5
-2002-04-08,17.4,8.5,1.5,9.5
-2002-04-09,17.4,8.5,1.5,9.5
-2002-04-10,17.4,8.5,1.5,9.5
-2002-04-11,17.4,8.5,1.5,9.5
-2002-04-12,17.4,8.5,1.5,9.5
-2002-04-13,17.4,8.5,1.5,9.5
-2002-04-14,17.4,8.5,1.5,9.5
-2002-04-15,17.4,8.5,1.5,9.5
-2002-04-16,17.4,8.5,1.5,9.5
-2002-04-17,17.4,8.5,1.5,9.5
-2002-04-18,17.4,8.5,1.5,9.5
-2002-04-19,17.4,8.5,1.5,9.5
-2002-04-20,17.4,8.5,1.5,9.5
-2002-04-21,17.4,8.5,1.5,9.5
-2002-04-22,17.4,8.5,1.5,9.5
-2002-04-23,17.4,8.5,1.5,9.5
-2002-04-24,17.4,8.5,1.5,9.5
-2002-04-25,17.4,8.5,1.5,9.5
-2002-04-26,17.4,8.5,1.5,9.5
-2002-04-27,17.4,8.5,1.5,9.5
-2002-04-28,17.4,8.5,1.5,9.5
-2002-04-29,17.4,8.5,1.5,9.5
-2002-04-30,17.4,8.5,1.5,9.5
-2002-05-01,14.3,6.4,1.4516129032258065,6.1
-2002-05-02,14.3,6.4,1.4516129032258065,6.1
-2002-05-03,14.3,6.4,1.4516129032258065,6.1
-2002-05-04,14.3,6.4,1.4516129032258065,6.1
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-2002-05-06,14.3,6.4,1.4516129032258065,6.1
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-2002-05-08,14.3,6.4,1.4516129032258065,6.1
-2002-05-09,14.3,6.4,1.4516129032258065,6.1
-2002-05-10,14.3,6.4,1.4516129032258065,6.1
-2002-05-11,14.3,6.4,1.4516129032258065,6.1
-2002-05-12,14.3,6.4,1.4516129032258065,6.1
-2002-05-13,14.3,6.4,1.4516129032258065,6.1
-2002-05-14,14.3,6.4,1.4516129032258065,6.1
-2002-05-15,14.3,6.4,1.4516129032258065,6.1
-2002-05-16,14.3,6.4,1.4516129032258065,6.1
-2002-05-17,14.3,6.4,1.4516129032258065,6.1
-2002-05-18,14.3,6.4,1.4516129032258065,6.1
-2002-05-19,14.3,6.4,1.4516129032258065,6.1
-2002-05-20,14.3,6.4,1.4516129032258065,6.1
-2002-05-21,14.3,6.4,1.4516129032258065,6.1
-2002-05-22,14.3,6.4,1.4516129032258065,6.1
-2002-05-23,14.3,6.4,1.4516129032258065,6.1
-2002-05-24,14.3,6.4,1.4516129032258065,6.1
-2002-05-25,14.3,6.4,1.4516129032258065,6.1
-2002-05-26,14.3,6.4,1.4516129032258065,6.1
-2002-05-27,14.3,6.4,1.4516129032258065,6.1
-2002-05-28,14.3,6.4,1.4516129032258065,6.1
-2002-05-29,14.3,6.4,1.4516129032258065,6.1
-2002-05-30,14.3,6.4,1.4516129032258065,6.1
-2002-05-31,14.3,6.4,1.4516129032258065,6.1
-2002-06-01,12.3,4.4,1.5,4.8
-2002-06-02,12.3,4.4,1.5,4.8
-2002-06-03,12.3,4.4,1.5,4.8
-2002-06-04,12.3,4.4,1.5,4.8
-2002-06-05,12.3,4.4,1.5,4.8
-2002-06-06,12.3,4.4,1.5,4.8
-2002-06-07,12.3,4.4,1.5,4.8
-2002-06-08,12.3,4.4,1.5,4.8
-2002-06-09,12.3,4.4,1.5,4.8
-2002-06-10,12.3,4.4,1.5,4.8
-2002-06-11,12.3,4.4,1.5,4.8
-2002-06-12,12.3,4.4,1.5,4.8
-2002-06-13,12.3,4.4,1.5,4.8
-2002-06-14,12.3,4.4,1.5,4.8
-2002-06-15,12.3,4.4,1.5,4.8
-2002-06-16,12.3,4.4,1.5,4.8
-2002-06-17,12.3,4.4,1.5,4.8
-2002-06-18,12.3,4.4,1.5,4.8
-2002-06-19,12.3,4.4,1.5,4.8
-2002-06-20,12.3,4.4,1.5,4.8
-2002-06-21,12.3,4.4,1.5,4.8
-2002-06-22,12.3,4.4,1.5,4.8
-2002-06-23,12.3,4.4,1.5,4.8
-2002-06-24,12.3,4.4,1.5,4.8
-2002-06-25,12.3,4.4,1.5,4.8
-2002-06-26,12.3,4.4,1.5,4.8
-2002-06-27,12.3,4.4,1.5,4.8
-2002-06-28,12.3,4.4,1.5,4.8
-2002-06-29,12.3,4.4,1.5,4.8
-2002-06-30,12.3,4.4,1.5,4.8
-2002-07-01,12.0,3.9,1.5161290322580645,5.4
-2002-07-02,12.0,3.9,1.5161290322580645,5.4
-2002-07-03,12.0,3.9,1.5161290322580645,5.4
-2002-07-04,12.0,3.9,1.5161290322580645,5.4
-2002-07-05,12.0,3.9,1.5161290322580645,5.4
-2002-07-06,12.0,3.9,1.5161290322580645,5.4
-2002-07-07,12.0,3.9,1.5161290322580645,5.4
-2002-07-08,12.0,3.9,1.5161290322580645,5.4
-2002-07-09,12.0,3.9,1.5161290322580645,5.4
-2002-07-10,12.0,3.9,1.5161290322580645,5.4
-2002-07-11,12.0,3.9,1.5161290322580645,5.4
-2002-07-12,12.0,3.9,1.5161290322580645,5.4
-2002-07-13,12.0,3.9,1.5161290322580645,5.4
-2002-07-14,12.0,3.9,1.5161290322580645,5.4
-2002-07-15,12.0,3.9,1.5161290322580645,5.4
-2002-07-16,12.0,3.9,1.5161290322580645,5.4
-2002-07-17,12.0,3.9,1.5161290322580645,5.4
-2002-07-18,12.0,3.9,1.5161290322580645,5.4
-2002-07-19,12.0,3.9,1.5161290322580645,5.4
-2002-07-20,12.0,3.9,1.5161290322580645,5.4
-2002-07-21,12.0,3.9,1.5161290322580645,5.4
-2002-07-22,12.0,3.9,1.5161290322580645,5.4
-2002-07-23,12.0,3.9,1.5161290322580645,5.4
-2002-07-24,12.0,3.9,1.5161290322580645,5.4
-2002-07-25,12.0,3.9,1.5161290322580645,5.4
-2002-07-26,12.0,3.9,1.5161290322580645,5.4
-2002-07-27,12.0,3.9,1.5161290322580645,5.4
-2002-07-28,12.0,3.9,1.5161290322580645,5.4
-2002-07-29,12.0,3.9,1.5161290322580645,5.4
-2002-07-30,12.0,3.9,1.5161290322580645,5.4
-2002-07-31,12.0,3.9,1.5161290322580645,5.4
-2002-08-01,12.8,4.4,1.4516129032258065,8.2
-2002-08-02,12.8,4.4,1.4516129032258065,8.2
-2002-08-03,12.8,4.4,1.4516129032258065,8.2
-2002-08-04,12.8,4.4,1.4516129032258065,8.2
-2002-08-05,12.8,4.4,1.4516129032258065,8.2
-2002-08-06,12.8,4.4,1.4516129032258065,8.2
-2002-08-07,12.8,4.4,1.4516129032258065,8.2
-2002-08-08,12.8,4.4,1.4516129032258065,8.2
-2002-08-09,12.8,4.4,1.4516129032258065,8.2
-2002-08-10,12.8,4.4,1.4516129032258065,8.2
-2002-08-11,12.8,4.4,1.4516129032258065,8.2
-2002-08-12,12.8,4.4,1.4516129032258065,8.2
-2002-08-13,12.8,4.4,1.4516129032258065,8.2
-2002-08-14,12.8,4.4,1.4516129032258065,8.2
-2002-08-15,12.8,4.4,1.4516129032258065,8.2
-2002-08-16,12.8,4.4,1.4516129032258065,8.2
-2002-08-17,12.8,4.4,1.4516129032258065,8.2
-2002-08-18,12.8,4.4,1.4516129032258065,8.2
-2002-08-19,12.8,4.4,1.4516129032258065,8.2
-2002-08-20,12.8,4.4,1.4516129032258065,8.2
-2002-08-21,12.8,4.4,1.4516129032258065,8.2
-2002-08-22,12.8,4.4,1.4516129032258065,8.2
-2002-08-23,12.8,4.4,1.4516129032258065,8.2
-2002-08-24,12.8,4.4,1.4516129032258065,8.2
-2002-08-25,12.8,4.4,1.4516129032258065,8.2
-2002-08-26,12.8,4.4,1.4516129032258065,8.2
-2002-08-27,12.8,4.4,1.4516129032258065,8.2
-2002-08-28,12.8,4.4,1.4516129032258065,8.2
-2002-08-29,12.8,4.4,1.4516129032258065,8.2
-2002-08-30,12.8,4.4,1.4516129032258065,8.2
-2002-08-31,12.8,4.4,1.4516129032258065,8.2
-2002-09-01,14.5,5.6,1.1333333333333333,12.8
-2002-09-02,14.5,5.6,1.1333333333333333,12.8
-2002-09-03,14.5,5.6,1.1333333333333333,12.8
-2002-09-04,14.5,5.6,1.1333333333333333,12.8
-2002-09-05,14.5,5.6,1.1333333333333333,12.8
-2002-09-06,14.5,5.6,1.1333333333333333,12.8
-2002-09-07,14.5,5.6,1.1333333333333333,12.8
-2002-09-08,14.5,5.6,1.1333333333333333,12.8
-2002-09-09,14.5,5.6,1.1333333333333333,12.8
-2002-09-10,14.5,5.6,1.1333333333333333,12.8
-2002-09-11,14.5,5.6,1.1333333333333333,12.8
-2002-09-12,14.5,5.6,1.1333333333333333,12.8
-2002-09-13,14.5,5.6,1.1333333333333333,12.8
-2002-09-14,14.5,5.6,1.1333333333333333,12.8
-2002-09-15,14.5,5.6,1.1333333333333333,12.8
-2002-09-16,14.5,5.6,1.1333333333333333,12.8
-2002-09-17,14.5,5.6,1.1333333333333333,12.8
-2002-09-18,14.5,5.6,1.1333333333333333,12.8
-2002-09-19,14.5,5.6,1.1333333333333333,12.8
-2002-09-20,14.5,5.6,1.1333333333333333,12.8
-2002-09-21,14.5,5.6,1.1333333333333333,12.8
-2002-09-22,14.5,5.6,1.1333333333333333,12.8
-2002-09-23,14.5,5.6,1.1333333333333333,12.8
-2002-09-24,14.5,5.6,1.1333333333333333,12.8
-2002-09-25,14.5,5.6,1.1333333333333333,12.8
-2002-09-26,14.5,5.6,1.1333333333333333,12.8
-2002-09-27,14.5,5.6,1.1333333333333333,12.8
-2002-09-28,14.5,5.6,1.1333333333333333,12.8
-2002-09-29,14.5,5.6,1.1333333333333333,12.8
-2002-09-30,14.5,5.6,1.1333333333333333,12.8
-2002-10-01,16.3,6.7,1.5161290322580645,17.2
-2002-10-02,16.3,6.7,1.5161290322580645,17.2
-2002-10-03,16.3,6.7,1.5161290322580645,17.2
-2002-10-04,16.3,6.7,1.5161290322580645,17.2
-2002-10-05,16.3,6.7,1.5161290322580645,17.2
-2002-10-06,16.3,6.7,1.5161290322580645,17.2
-2002-10-07,16.3,6.7,1.5161290322580645,17.2
-2002-10-08,16.3,6.7,1.5161290322580645,17.2
-2002-10-09,16.3,6.7,1.5161290322580645,17.2
-2002-10-10,16.3,6.7,1.5161290322580645,17.2
-2002-10-11,16.3,6.7,1.5161290322580645,17.2
-2002-10-12,16.3,6.7,1.5161290322580645,17.2
-2002-10-13,16.3,6.7,1.5161290322580645,17.2
-2002-10-14,16.3,6.7,1.5161290322580645,17.2
-2002-10-15,16.3,6.7,1.5161290322580645,17.2
-2002-10-16,16.3,6.7,1.5161290322580645,17.2
-2002-10-17,16.3,6.7,1.5161290322580645,17.2
-2002-10-18,16.3,6.7,1.5161290322580645,17.2
-2002-10-19,16.3,6.7,1.5161290322580645,17.2
-2002-10-20,16.3,6.7,1.5161290322580645,17.2
-2002-10-21,16.3,6.7,1.5161290322580645,17.2
-2002-10-22,16.3,6.7,1.5161290322580645,17.2
-2002-10-23,16.3,6.7,1.5161290322580645,17.2
-2002-10-24,16.3,6.7,1.5161290322580645,17.2
-2002-10-25,16.3,6.7,1.5161290322580645,17.2
-2002-10-26,16.3,6.7,1.5161290322580645,17.2
-2002-10-27,16.3,6.7,1.5161290322580645,17.2
-2002-10-28,16.3,6.7,1.5161290322580645,17.2
-2002-10-29,16.3,6.7,1.5161290322580645,17.2
-2002-10-30,16.3,6.7,1.5161290322580645,17.2
-2002-10-31,16.3,6.7,1.5161290322580645,17.2
-2002-11-01,17.4,8.3,2.0,20.4
-2002-11-02,17.4,8.3,2.0,20.4
-2002-11-03,17.4,8.3,2.0,20.4
-2002-11-04,17.4,8.3,2.0,20.4
-2002-11-05,17.4,8.3,2.0,20.4
-2002-11-06,17.4,8.3,2.0,20.4
-2002-11-07,17.4,8.3,2.0,20.4
-2002-11-08,17.4,8.3,2.0,20.4
-2002-11-09,17.4,8.3,2.0,20.4
-2002-11-10,17.4,8.3,2.0,20.4
-2002-11-11,17.4,8.3,2.0,20.4
-2002-11-12,17.4,8.3,2.0,20.4
-2002-11-13,17.4,8.3,2.0,20.4
-2002-11-14,17.4,8.3,2.0,20.4
-2002-11-15,17.4,8.3,2.0,20.4
-2002-11-16,17.4,8.3,2.0,20.4
-2002-11-17,17.4,8.3,2.0,20.4
-2002-11-18,17.4,8.3,2.0,20.4
-2002-11-19,17.4,8.3,2.0,20.4
-2002-11-20,17.4,8.3,2.0,20.4
-2002-11-21,17.4,8.3,2.0,20.4
-2002-11-22,17.4,8.3,2.0,20.4
-2002-11-23,17.4,8.3,2.0,20.4
-2002-11-24,17.4,8.3,2.0,20.4
-2002-11-25,17.4,8.3,2.0,20.4
-2002-11-26,17.4,8.3,2.0,20.4
-2002-11-27,17.4,8.3,2.0,20.4
-2002-11-28,17.4,8.3,2.0,20.4
-2002-11-29,17.4,8.3,2.0,20.4
-2002-11-30,17.4,8.3,2.0,20.4
-2002-12-01,18.9,9.6,1.935483870967742,22.4
-2002-12-02,18.9,9.6,1.935483870967742,22.4
-2002-12-03,18.9,9.6,1.935483870967742,22.4
-2002-12-04,18.9,9.6,1.935483870967742,22.4
-2002-12-05,18.9,9.6,1.935483870967742,22.4
-2002-12-06,18.9,9.6,1.935483870967742,22.4
-2002-12-07,18.9,9.6,1.935483870967742,22.4
-2002-12-08,18.9,9.6,1.935483870967742,22.4
-2002-12-09,18.9,9.6,1.935483870967742,22.4
-2002-12-10,18.9,9.6,1.935483870967742,22.4
-2002-12-11,18.9,9.6,1.935483870967742,22.4
-2002-12-12,18.9,9.6,1.935483870967742,22.4
-2002-12-13,18.9,9.6,1.935483870967742,22.4
-2002-12-14,18.9,9.6,1.935483870967742,22.4
-2002-12-15,18.9,9.6,1.935483870967742,22.4
-2002-12-16,18.9,9.6,1.935483870967742,22.4
-2002-12-17,18.9,9.6,1.935483870967742,22.4
-2002-12-18,18.9,9.6,1.935483870967742,22.4
-2002-12-19,18.9,9.6,1.935483870967742,22.4
-2002-12-20,18.9,9.6,1.935483870967742,22.4
-2002-12-21,18.9,9.6,1.935483870967742,22.4
-2002-12-22,18.9,9.6,1.935483870967742,22.4
-2002-12-23,18.9,9.6,1.935483870967742,22.4
-2002-12-24,18.9,9.6,1.935483870967742,22.4
-2002-12-25,18.9,9.6,1.935483870967742,22.4
-2002-12-26,18.9,9.6,1.935483870967742,22.4
-2002-12-27,18.9,9.6,1.935483870967742,22.4
-2002-12-28,18.9,9.6,1.935483870967742,22.4
-2002-12-29,18.9,9.6,1.935483870967742,22.4
-2002-12-30,18.9,9.6,1.935483870967742,22.4
-2002-12-31,18.9,9.6,1.935483870967742,22.4
-2003-01-01,20.9,10.8,1.7096774193548387,23.3
-2003-01-02,20.9,10.8,1.7096774193548387,23.3
-2003-01-03,20.9,10.8,1.7096774193548387,23.3
-2003-01-04,20.9,10.8,1.7096774193548387,23.3
-2003-01-05,20.9,10.8,1.7096774193548387,23.3
-2003-01-06,20.9,10.8,1.7096774193548387,23.3
-2003-01-07,20.9,10.8,1.7096774193548387,23.3
-2003-01-08,20.9,10.8,1.7096774193548387,23.3
-2003-01-09,20.9,10.8,1.7096774193548387,23.3
-2003-01-10,20.9,10.8,1.7096774193548387,23.3
-2003-01-11,20.9,10.8,1.7096774193548387,23.3
-2003-01-12,20.9,10.8,1.7096774193548387,23.3
-2003-01-13,20.9,10.8,1.7096774193548387,23.3
-2003-01-14,20.9,10.8,1.7096774193548387,23.3
-2003-01-15,20.9,10.8,1.7096774193548387,23.3
-2003-01-16,20.9,10.8,1.7096774193548387,23.3
-2003-01-17,20.9,10.8,1.7096774193548387,23.3
-2003-01-18,20.9,10.8,1.7096774193548387,23.3
-2003-01-19,20.9,10.8,1.7096774193548387,23.3
-2003-01-20,20.9,10.8,1.7096774193548387,23.3
-2003-01-21,20.9,10.8,1.7096774193548387,23.3
-2003-01-22,20.9,10.8,1.7096774193548387,23.3
-2003-01-23,20.9,10.8,1.7096774193548387,23.3
-2003-01-24,20.9,10.8,1.7096774193548387,23.3
-2003-01-25,20.9,10.8,1.7096774193548387,23.3
-2003-01-26,20.9,10.8,1.7096774193548387,23.3
-2003-01-27,20.9,10.8,1.7096774193548387,23.3
-2003-01-28,20.9,10.8,1.7096774193548387,23.3
-2003-01-29,20.9,10.8,1.7096774193548387,23.3
-2003-01-30,20.9,10.8,1.7096774193548387,23.3
-2003-01-31,20.9,10.8,1.7096774193548387,23.3
-2003-02-01,21.1,11.4,1.8928571428571428,19.8
-2003-02-02,21.1,11.4,1.8928571428571428,19.8
-2003-02-03,21.1,11.4,1.8928571428571428,19.8
-2003-02-04,21.1,11.4,1.8928571428571428,19.8
-2003-02-05,21.1,11.4,1.8928571428571428,19.8
-2003-02-06,21.1,11.4,1.8928571428571428,19.8
-2003-02-07,21.1,11.4,1.8928571428571428,19.8
-2003-02-08,21.1,11.4,1.8928571428571428,19.8
-2003-02-09,21.1,11.4,1.8928571428571428,19.8
-2003-02-10,21.1,11.4,1.8928571428571428,19.8
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-2003-03-29,19.6,10.0,1.8709677419354838,14.2
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-2003-04-09,17.4,8.5,1.5,9.5
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-2003-04-23,17.4,8.5,1.5,9.5
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-2003-04-28,17.4,8.5,1.5,9.5
-2003-04-29,17.4,8.5,1.5,9.5
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-2003-06-04,12.3,4.4,1.5,4.8
-2003-06-05,12.3,4.4,1.5,4.8
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-2003-06-09,12.3,4.4,1.5,4.8
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-2003-06-11,12.3,4.4,1.5,4.8
-2003-06-12,12.3,4.4,1.5,4.8
-2003-06-13,12.3,4.4,1.5,4.8
-2003-06-14,12.3,4.4,1.5,4.8
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-2003-11-01,17.4,8.3,2.0,20.4
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-2003-11-03,17.4,8.3,2.0,20.4
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-2003-11-09,17.4,8.3,2.0,20.4
-2003-11-10,17.4,8.3,2.0,20.4
-2003-11-11,17.4,8.3,2.0,20.4
-2003-11-12,17.4,8.3,2.0,20.4
-2003-11-13,17.4,8.3,2.0,20.4
-2003-11-14,17.4,8.3,2.0,20.4
-2003-11-15,17.4,8.3,2.0,20.4
-2003-11-16,17.4,8.3,2.0,20.4
-2003-11-17,17.4,8.3,2.0,20.4
-2003-11-18,17.4,8.3,2.0,20.4
-2003-11-19,17.4,8.3,2.0,20.4
-2003-11-20,17.4,8.3,2.0,20.4
-2003-11-21,17.4,8.3,2.0,20.4
-2003-11-22,17.4,8.3,2.0,20.4
-2003-11-23,17.4,8.3,2.0,20.4
-2003-11-24,17.4,8.3,2.0,20.4
-2003-11-25,17.4,8.3,2.0,20.4
-2003-11-26,17.4,8.3,2.0,20.4
-2003-11-27,17.4,8.3,2.0,20.4
-2003-11-28,17.4,8.3,2.0,20.4
-2003-11-29,17.4,8.3,2.0,20.4
-2003-11-30,17.4,8.3,2.0,20.4
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-2003-12-31,18.9,9.6,1.935483870967742,22.4
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-2004-01-03,20.9,10.8,1.7096774193548387,23.3
-2004-01-04,20.9,10.8,1.7096774193548387,23.3
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-2004-01-07,20.9,10.8,1.7096774193548387,23.3
-2004-01-08,20.9,10.8,1.7096774193548387,23.3
-2004-01-09,20.9,10.8,1.7096774193548387,23.3
-2004-01-10,20.9,10.8,1.7096774193548387,23.3
-2004-01-11,20.9,10.8,1.7096774193548387,23.3
-2004-01-12,20.9,10.8,1.7096774193548387,23.3
-2004-01-13,20.9,10.8,1.7096774193548387,23.3
-2004-01-14,20.9,10.8,1.7096774193548387,23.3
-2004-01-15,20.9,10.8,1.7096774193548387,23.3
-2004-01-16,20.9,10.8,1.7096774193548387,23.3
-2004-01-17,20.9,10.8,1.7096774193548387,23.3
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-2004-01-19,20.9,10.8,1.7096774193548387,23.3
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-2004-01-21,20.9,10.8,1.7096774193548387,23.3
-2004-01-22,20.9,10.8,1.7096774193548387,23.3
-2004-01-23,20.9,10.8,1.7096774193548387,23.3
-2004-01-24,20.9,10.8,1.7096774193548387,23.3
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-2004-01-29,20.9,10.8,1.7096774193548387,23.3
-2004-01-30,20.9,10.8,1.7096774193548387,23.3
-2004-01-31,20.9,10.8,1.7096774193548387,23.3
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-2004-02-03,21.1,11.4,1.8275862068965518,19.8
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-2004-02-19,21.1,11.4,1.8275862068965518,19.8
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-2004-02-26,21.1,11.4,1.8275862068965518,19.8
-2004-02-27,21.1,11.4,1.8275862068965518,19.8
-2004-02-28,21.1,11.4,1.8275862068965518,19.8
-2004-02-29,21.1,11.4,1.8275862068965518,19.8
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-2004-03-03,19.6,10.0,1.8709677419354838,14.2
-2004-03-04,19.6,10.0,1.8709677419354838,14.2
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-2004-03-09,19.6,10.0,1.8709677419354838,14.2
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-2004-03-11,19.6,10.0,1.8709677419354838,14.2
-2004-03-12,19.6,10.0,1.8709677419354838,14.2
-2004-03-13,19.6,10.0,1.8709677419354838,14.2
-2004-03-14,19.6,10.0,1.8709677419354838,14.2
-2004-03-15,19.6,10.0,1.8709677419354838,14.2
-2004-03-16,19.6,10.0,1.8709677419354838,14.2
-2004-03-17,19.6,10.0,1.8709677419354838,14.2
-2004-03-18,19.6,10.0,1.8709677419354838,14.2
-2004-03-19,19.6,10.0,1.8709677419354838,14.2
-2004-03-20,19.6,10.0,1.8709677419354838,14.2
-2004-03-21,19.6,10.0,1.8709677419354838,14.2
-2004-03-22,19.6,10.0,1.8709677419354838,14.2
-2004-03-23,19.6,10.0,1.8709677419354838,14.2
-2004-03-24,19.6,10.0,1.8709677419354838,14.2
-2004-03-25,19.6,10.0,1.8709677419354838,14.2
-2004-03-26,19.6,10.0,1.8709677419354838,14.2
-2004-03-27,19.6,10.0,1.8709677419354838,14.2
-2004-03-28,19.6,10.0,1.8709677419354838,14.2
-2004-03-29,19.6,10.0,1.8709677419354838,14.2
-2004-03-30,19.6,10.0,1.8709677419354838,14.2
-2004-03-31,19.6,10.0,1.8709677419354838,14.2
-2004-04-01,17.4,8.5,1.5,9.5
-2004-04-02,17.4,8.5,1.5,9.5
-2004-04-03,17.4,8.5,1.5,9.5
-2004-04-04,17.4,8.5,1.5,9.5
-2004-04-05,17.4,8.5,1.5,9.5
-2004-04-06,17.4,8.5,1.5,9.5
-2004-04-07,17.4,8.5,1.5,9.5
-2004-04-08,17.4,8.5,1.5,9.5
-2004-04-09,17.4,8.5,1.5,9.5
-2004-04-10,17.4,8.5,1.5,9.5
-2004-04-11,17.4,8.5,1.5,9.5
-2004-04-12,17.4,8.5,1.5,9.5
-2004-04-13,17.4,8.5,1.5,9.5
-2004-04-14,17.4,8.5,1.5,9.5
-2004-04-15,17.4,8.5,1.5,9.5
-2004-04-16,17.4,8.5,1.5,9.5
-2004-04-17,17.4,8.5,1.5,9.5
-2004-04-18,17.4,8.5,1.5,9.5
-2004-04-19,17.4,8.5,1.5,9.5
-2004-04-20,17.4,8.5,1.5,9.5
-2004-04-21,17.4,8.5,1.5,9.5
-2004-04-22,17.4,8.5,1.5,9.5
-2004-04-23,17.4,8.5,1.5,9.5
-2004-04-24,17.4,8.5,1.5,9.5
-2004-04-25,17.4,8.5,1.5,9.5
-2004-04-26,17.4,8.5,1.5,9.5
-2004-04-27,17.4,8.5,1.5,9.5
-2004-04-28,17.4,8.5,1.5,9.5
-2004-04-29,17.4,8.5,1.5,9.5
-2004-04-30,17.4,8.5,1.5,9.5
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-2004-05-02,14.3,6.4,1.4516129032258065,6.1
-2004-05-03,14.3,6.4,1.4516129032258065,6.1
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-2004-05-21,14.3,6.4,1.4516129032258065,6.1
-2004-05-22,14.3,6.4,1.4516129032258065,6.1
-2004-05-23,14.3,6.4,1.4516129032258065,6.1
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-2004-05-31,14.3,6.4,1.4516129032258065,6.1
-2004-06-01,12.3,4.4,1.5,4.8
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-2004-06-03,12.3,4.4,1.5,4.8
-2004-06-04,12.3,4.4,1.5,4.8
-2004-06-05,12.3,4.4,1.5,4.8
-2004-06-06,12.3,4.4,1.5,4.8
-2004-06-07,12.3,4.4,1.5,4.8
-2004-06-08,12.3,4.4,1.5,4.8
-2004-06-09,12.3,4.4,1.5,4.8
-2004-06-10,12.3,4.4,1.5,4.8
-2004-06-11,12.3,4.4,1.5,4.8
-2004-06-12,12.3,4.4,1.5,4.8
-2004-06-13,12.3,4.4,1.5,4.8
-2004-06-14,12.3,4.4,1.5,4.8
-2004-06-15,12.3,4.4,1.5,4.8
-2004-06-16,12.3,4.4,1.5,4.8
-2004-06-17,12.3,4.4,1.5,4.8
-2004-06-18,12.3,4.4,1.5,4.8
-2004-06-19,12.3,4.4,1.5,4.8
-2004-06-20,12.3,4.4,1.5,4.8
-2004-06-21,12.3,4.4,1.5,4.8
-2004-06-22,12.3,4.4,1.5,4.8
-2004-06-23,12.3,4.4,1.5,4.8
-2004-06-24,12.3,4.4,1.5,4.8
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-2004-06-26,12.3,4.4,1.5,4.8
-2004-06-27,12.3,4.4,1.5,4.8
-2004-06-28,12.3,4.4,1.5,4.8
-2004-06-29,12.3,4.4,1.5,4.8
-2004-06-30,12.3,4.4,1.5,4.8
-2004-07-01,12.0,3.9,1.5161290322580645,5.4
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-2004-07-21,12.0,3.9,1.5161290322580645,5.4
-2004-07-22,12.0,3.9,1.5161290322580645,5.4
-2004-07-23,12.0,3.9,1.5161290322580645,5.4
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-2004-07-26,12.0,3.9,1.5161290322580645,5.4
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-2004-07-28,12.0,3.9,1.5161290322580645,5.4
-2004-07-29,12.0,3.9,1.5161290322580645,5.4
-2004-07-30,12.0,3.9,1.5161290322580645,5.4
-2004-07-31,12.0,3.9,1.5161290322580645,5.4
-2004-08-01,12.8,4.4,1.4516129032258065,8.2
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-2004-08-03,12.8,4.4,1.4516129032258065,8.2
-2004-08-04,12.8,4.4,1.4516129032258065,8.2
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-2004-08-06,12.8,4.4,1.4516129032258065,8.2
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-2004-08-08,12.8,4.4,1.4516129032258065,8.2
-2004-08-09,12.8,4.4,1.4516129032258065,8.2
-2004-08-10,12.8,4.4,1.4516129032258065,8.2
-2004-08-11,12.8,4.4,1.4516129032258065,8.2
-2004-08-12,12.8,4.4,1.4516129032258065,8.2
-2004-08-13,12.8,4.4,1.4516129032258065,8.2
-2004-08-14,12.8,4.4,1.4516129032258065,8.2
-2004-08-15,12.8,4.4,1.4516129032258065,8.2
-2004-08-16,12.8,4.4,1.4516129032258065,8.2
-2004-08-17,12.8,4.4,1.4516129032258065,8.2
-2004-08-18,12.8,4.4,1.4516129032258065,8.2
-2004-08-19,12.8,4.4,1.4516129032258065,8.2
-2004-08-20,12.8,4.4,1.4516129032258065,8.2
-2004-08-21,12.8,4.4,1.4516129032258065,8.2
-2004-08-22,12.8,4.4,1.4516129032258065,8.2
-2004-08-23,12.8,4.4,1.4516129032258065,8.2
-2004-08-24,12.8,4.4,1.4516129032258065,8.2
-2004-08-25,12.8,4.4,1.4516129032258065,8.2
-2004-08-26,12.8,4.4,1.4516129032258065,8.2
-2004-08-27,12.8,4.4,1.4516129032258065,8.2
-2004-08-28,12.8,4.4,1.4516129032258065,8.2
-2004-08-29,12.8,4.4,1.4516129032258065,8.2
-2004-08-30,12.8,4.4,1.4516129032258065,8.2
-2004-08-31,12.8,4.4,1.4516129032258065,8.2
-2004-09-01,14.5,5.6,1.1333333333333333,12.8
-2004-09-02,14.5,5.6,1.1333333333333333,12.8
-2004-09-03,14.5,5.6,1.1333333333333333,12.8
-2004-09-04,14.5,5.6,1.1333333333333333,12.8
-2004-09-05,14.5,5.6,1.1333333333333333,12.8
-2004-09-06,14.5,5.6,1.1333333333333333,12.8
-2004-09-07,14.5,5.6,1.1333333333333333,12.8
-2004-09-08,14.5,5.6,1.1333333333333333,12.8
-2004-09-09,14.5,5.6,1.1333333333333333,12.8
-2004-09-10,14.5,5.6,1.1333333333333333,12.8
-2004-09-11,14.5,5.6,1.1333333333333333,12.8
-2004-09-12,14.5,5.6,1.1333333333333333,12.8
-2004-09-13,14.5,5.6,1.1333333333333333,12.8
-2004-09-14,14.5,5.6,1.1333333333333333,12.8
-2004-09-15,14.5,5.6,1.1333333333333333,12.8
-2004-09-16,14.5,5.6,1.1333333333333333,12.8
-2004-09-17,14.5,5.6,1.1333333333333333,12.8
-2004-09-18,14.5,5.6,1.1333333333333333,12.8
-2004-09-19,14.5,5.6,1.1333333333333333,12.8
-2004-09-20,14.5,5.6,1.1333333333333333,12.8
-2004-09-21,14.5,5.6,1.1333333333333333,12.8
-2004-09-22,14.5,5.6,1.1333333333333333,12.8
-2004-09-23,14.5,5.6,1.1333333333333333,12.8
-2004-09-24,14.5,5.6,1.1333333333333333,12.8
-2004-09-25,14.5,5.6,1.1333333333333333,12.8
-2004-09-26,14.5,5.6,1.1333333333333333,12.8
-2004-09-27,14.5,5.6,1.1333333333333333,12.8
-2004-09-28,14.5,5.6,1.1333333333333333,12.8
-2004-09-29,14.5,5.6,1.1333333333333333,12.8
-2004-09-30,14.5,5.6,1.1333333333333333,12.8
-2004-10-01,16.3,6.7,1.5161290322580645,17.2
-2004-10-02,16.3,6.7,1.5161290322580645,17.2
-2004-10-03,16.3,6.7,1.5161290322580645,17.2
-2004-10-04,16.3,6.7,1.5161290322580645,17.2
-2004-10-05,16.3,6.7,1.5161290322580645,17.2
-2004-10-06,16.3,6.7,1.5161290322580645,17.2
-2004-10-07,16.3,6.7,1.5161290322580645,17.2
-2004-10-08,16.3,6.7,1.5161290322580645,17.2
-2004-10-09,16.3,6.7,1.5161290322580645,17.2
-2004-10-10,16.3,6.7,1.5161290322580645,17.2
-2004-10-11,16.3,6.7,1.5161290322580645,17.2
-2004-10-12,16.3,6.7,1.5161290322580645,17.2
-2004-10-13,16.3,6.7,1.5161290322580645,17.2
-2004-10-14,16.3,6.7,1.5161290322580645,17.2
-2004-10-15,16.3,6.7,1.5161290322580645,17.2
-2004-10-16,16.3,6.7,1.5161290322580645,17.2
-2004-10-17,16.3,6.7,1.5161290322580645,17.2
-2004-10-18,16.3,6.7,1.5161290322580645,17.2
-2004-10-19,16.3,6.7,1.5161290322580645,17.2
-2004-10-20,16.3,6.7,1.5161290322580645,17.2
-2004-10-21,16.3,6.7,1.5161290322580645,17.2
-2004-10-22,16.3,6.7,1.5161290322580645,17.2
-2004-10-23,16.3,6.7,1.5161290322580645,17.2
-2004-10-24,16.3,6.7,1.5161290322580645,17.2
-2004-10-25,16.3,6.7,1.5161290322580645,17.2
-2004-10-26,16.3,6.7,1.5161290322580645,17.2
-2004-10-27,16.3,6.7,1.5161290322580645,17.2
-2004-10-28,16.3,6.7,1.5161290322580645,17.2
-2004-10-29,16.3,6.7,1.5161290322580645,17.2
-2004-10-30,16.3,6.7,1.5161290322580645,17.2
-2004-10-31,16.3,6.7,1.5161290322580645,17.2
-2004-11-01,17.4,8.3,2.0,20.4
-2004-11-02,17.4,8.3,2.0,20.4
-2004-11-03,17.4,8.3,2.0,20.4
-2004-11-04,17.4,8.3,2.0,20.4
-2004-11-05,17.4,8.3,2.0,20.4
-2004-11-06,17.4,8.3,2.0,20.4
-2004-11-07,17.4,8.3,2.0,20.4
-2004-11-08,17.4,8.3,2.0,20.4
-2004-11-09,17.4,8.3,2.0,20.4
-2004-11-10,17.4,8.3,2.0,20.4
-2004-11-11,17.4,8.3,2.0,20.4
-2004-11-12,17.4,8.3,2.0,20.4
-2004-11-13,17.4,8.3,2.0,20.4
-2004-11-14,17.4,8.3,2.0,20.4
-2004-11-15,17.4,8.3,2.0,20.4
-2004-11-16,17.4,8.3,2.0,20.4
-2004-11-17,17.4,8.3,2.0,20.4
-2004-11-18,17.4,8.3,2.0,20.4
-2004-11-19,17.4,8.3,2.0,20.4
-2004-11-20,17.4,8.3,2.0,20.4
-2004-11-21,17.4,8.3,2.0,20.4
-2004-11-22,17.4,8.3,2.0,20.4
-2004-11-23,17.4,8.3,2.0,20.4
-2004-11-24,17.4,8.3,2.0,20.4
-2004-11-25,17.4,8.3,2.0,20.4
-2004-11-26,17.4,8.3,2.0,20.4
-2004-11-27,17.4,8.3,2.0,20.4
-2004-11-28,17.4,8.3,2.0,20.4
-2004-11-29,17.4,8.3,2.0,20.4
-2004-11-30,17.4,8.3,2.0,20.4
-2004-12-01,18.9,9.6,1.935483870967742,22.4
-2004-12-02,18.9,9.6,1.935483870967742,22.4
-2004-12-03,18.9,9.6,1.935483870967742,22.4
-2004-12-04,18.9,9.6,1.935483870967742,22.4
-2004-12-05,18.9,9.6,1.935483870967742,22.4
-2004-12-06,18.9,9.6,1.935483870967742,22.4
-2004-12-07,18.9,9.6,1.935483870967742,22.4
-2004-12-08,18.9,9.6,1.935483870967742,22.4
-2004-12-09,18.9,9.6,1.935483870967742,22.4
-2004-12-10,18.9,9.6,1.935483870967742,22.4
-2004-12-11,18.9,9.6,1.935483870967742,22.4
-2004-12-12,18.9,9.6,1.935483870967742,22.4
-2004-12-13,18.9,9.6,1.935483870967742,22.4
-2004-12-14,18.9,9.6,1.935483870967742,22.4
-2004-12-15,18.9,9.6,1.935483870967742,22.4
-2004-12-16,18.9,9.6,1.935483870967742,22.4
-2004-12-17,18.9,9.6,1.935483870967742,22.4
-2004-12-18,18.9,9.6,1.935483870967742,22.4
-2004-12-19,18.9,9.6,1.935483870967742,22.4
-2004-12-20,18.9,9.6,1.935483870967742,22.4
-2004-12-21,18.9,9.6,1.935483870967742,22.4
-2004-12-22,18.9,9.6,1.935483870967742,22.4
-2004-12-23,18.9,9.6,1.935483870967742,22.4
-2004-12-24,18.9,9.6,1.935483870967742,22.4
-2004-12-25,18.9,9.6,1.935483870967742,22.4
-2004-12-26,18.9,9.6,1.935483870967742,22.4
-2004-12-27,18.9,9.6,1.935483870967742,22.4
-2004-12-28,18.9,9.6,1.935483870967742,22.4
-2004-12-29,18.9,9.6,1.935483870967742,22.4
-2004-12-30,18.9,9.6,1.935483870967742,22.4
-2004-12-31,18.9,9.6,1.935483870967742,22.4
-2005-01-01,20.9,10.8,1.7096774193548387,23.3
-2005-01-02,20.9,10.8,1.7096774193548387,23.3
-2005-01-03,20.9,10.8,1.7096774193548387,23.3
-2005-01-04,20.9,10.8,1.7096774193548387,23.3
-2005-01-05,20.9,10.8,1.7096774193548387,23.3
-2005-01-06,20.9,10.8,1.7096774193548387,23.3
-2005-01-07,20.9,10.8,1.7096774193548387,23.3
-2005-01-08,20.9,10.8,1.7096774193548387,23.3
-2005-01-09,20.9,10.8,1.7096774193548387,23.3
-2005-01-10,20.9,10.8,1.7096774193548387,23.3
-2005-01-11,20.9,10.8,1.7096774193548387,23.3
-2005-01-12,20.9,10.8,1.7096774193548387,23.3
-2005-01-13,20.9,10.8,1.7096774193548387,23.3
-2005-01-14,20.9,10.8,1.7096774193548387,23.3
-2005-01-15,20.9,10.8,1.7096774193548387,23.3
-2005-01-16,20.9,10.8,1.7096774193548387,23.3
-2005-01-17,20.9,10.8,1.7096774193548387,23.3
-2005-01-18,20.9,10.8,1.7096774193548387,23.3
-2005-01-19,20.9,10.8,1.7096774193548387,23.3
-2005-01-20,20.9,10.8,1.7096774193548387,23.3
-2005-01-21,20.9,10.8,1.7096774193548387,23.3
-2005-01-22,20.9,10.8,1.7096774193548387,23.3
-2005-01-23,20.9,10.8,1.7096774193548387,23.3
-2005-01-24,20.9,10.8,1.7096774193548387,23.3
-2005-01-25,20.9,10.8,1.7096774193548387,23.3
-2005-01-26,20.9,10.8,1.7096774193548387,23.3
-2005-01-27,20.9,10.8,1.7096774193548387,23.3
-2005-01-28,20.9,10.8,1.7096774193548387,23.3
-2005-01-29,20.9,10.8,1.7096774193548387,23.3
-2005-01-30,20.9,10.8,1.7096774193548387,23.3
-2005-01-31,20.9,10.8,1.7096774193548387,23.3
-2005-02-01,21.1,11.4,1.8928571428571428,19.8
-2005-02-02,21.1,11.4,1.8928571428571428,19.8
-2005-02-03,21.1,11.4,1.8928571428571428,19.8
-2005-02-04,21.1,11.4,1.8928571428571428,19.8
-2005-02-05,21.1,11.4,1.8928571428571428,19.8
-2005-02-06,21.1,11.4,1.8928571428571428,19.8
-2005-02-07,21.1,11.4,1.8928571428571428,19.8
-2005-02-08,21.1,11.4,1.8928571428571428,19.8
-2005-02-09,21.1,11.4,1.8928571428571428,19.8
-2005-02-10,21.1,11.4,1.8928571428571428,19.8
-2005-02-11,21.1,11.4,1.8928571428571428,19.8
-2005-02-12,21.1,11.4,1.8928571428571428,19.8
-2005-02-13,21.1,11.4,1.8928571428571428,19.8
-2005-02-14,21.1,11.4,1.8928571428571428,19.8
-2005-02-15,21.1,11.4,1.8928571428571428,19.8
-2005-02-16,21.1,11.4,1.8928571428571428,19.8
-2005-02-17,21.1,11.4,1.8928571428571428,19.8
-2005-02-18,21.1,11.4,1.8928571428571428,19.8
-2005-02-19,21.1,11.4,1.8928571428571428,19.8
-2005-02-20,21.1,11.4,1.8928571428571428,19.8
-2005-02-21,21.1,11.4,1.8928571428571428,19.8
-2005-02-22,21.1,11.4,1.8928571428571428,19.8
-2005-02-23,21.1,11.4,1.8928571428571428,19.8
-2005-02-24,21.1,11.4,1.8928571428571428,19.8
-2005-02-25,21.1,11.4,1.8928571428571428,19.8
-2005-02-26,21.1,11.4,1.8928571428571428,19.8
-2005-02-27,21.1,11.4,1.8928571428571428,19.8
-2005-02-28,21.1,11.4,1.8928571428571428,19.8
-2005-03-01,19.6,10.0,1.8709677419354838,14.2
-2005-03-02,19.6,10.0,1.8709677419354838,14.2
-2005-03-03,19.6,10.0,1.8709677419354838,14.2
-2005-03-04,19.6,10.0,1.8709677419354838,14.2
-2005-03-05,19.6,10.0,1.8709677419354838,14.2
-2005-03-06,19.6,10.0,1.8709677419354838,14.2
-2005-03-07,19.6,10.0,1.8709677419354838,14.2
-2005-03-08,19.6,10.0,1.8709677419354838,14.2
-2005-03-09,19.6,10.0,1.8709677419354838,14.2
-2005-03-10,19.6,10.0,1.8709677419354838,14.2
-2005-03-11,19.6,10.0,1.8709677419354838,14.2
-2005-03-12,19.6,10.0,1.8709677419354838,14.2
-2005-03-13,19.6,10.0,1.8709677419354838,14.2
-2005-03-14,19.6,10.0,1.8709677419354838,14.2
-2005-03-15,19.6,10.0,1.8709677419354838,14.2
-2005-03-16,19.6,10.0,1.8709677419354838,14.2
-2005-03-17,19.6,10.0,1.8709677419354838,14.2
-2005-03-18,19.6,10.0,1.8709677419354838,14.2
-2005-03-19,19.6,10.0,1.8709677419354838,14.2
-2005-03-20,19.6,10.0,1.8709677419354838,14.2
-2005-03-21,19.6,10.0,1.8709677419354838,14.2
-2005-03-22,19.6,10.0,1.8709677419354838,14.2
-2005-03-23,19.6,10.0,1.8709677419354838,14.2
-2005-03-24,19.6,10.0,1.8709677419354838,14.2
-2005-03-25,19.6,10.0,1.8709677419354838,14.2
-2005-03-26,19.6,10.0,1.8709677419354838,14.2
-2005-03-27,19.6,10.0,1.8709677419354838,14.2
-2005-03-28,19.6,10.0,1.8709677419354838,14.2
-2005-03-29,19.6,10.0,1.8709677419354838,14.2
-2005-03-30,19.6,10.0,1.8709677419354838,14.2
-2005-03-31,19.6,10.0,1.8709677419354838,14.2
-2005-04-01,17.4,8.5,1.5,9.5
-2005-04-02,17.4,8.5,1.5,9.5
-2005-04-03,17.4,8.5,1.5,9.5
-2005-04-04,17.4,8.5,1.5,9.5
-2005-04-05,17.4,8.5,1.5,9.5
-2005-04-06,17.4,8.5,1.5,9.5
-2005-04-07,17.4,8.5,1.5,9.5
-2005-04-08,17.4,8.5,1.5,9.5
-2005-04-09,17.4,8.5,1.5,9.5
-2005-04-10,17.4,8.5,1.5,9.5
-2005-04-11,17.4,8.5,1.5,9.5
-2005-04-12,17.4,8.5,1.5,9.5
-2005-04-13,17.4,8.5,1.5,9.5
-2005-04-14,17.4,8.5,1.5,9.5
-2005-04-15,17.4,8.5,1.5,9.5
-2005-04-16,17.4,8.5,1.5,9.5
-2005-04-17,17.4,8.5,1.5,9.5
-2005-04-18,17.4,8.5,1.5,9.5
-2005-04-19,17.4,8.5,1.5,9.5
-2005-04-20,17.4,8.5,1.5,9.5
-2005-04-21,17.4,8.5,1.5,9.5
-2005-04-22,17.4,8.5,1.5,9.5
-2005-04-23,17.4,8.5,1.5,9.5
-2005-04-24,17.4,8.5,1.5,9.5
-2005-04-25,17.4,8.5,1.5,9.5
-2005-04-26,17.4,8.5,1.5,9.5
-2005-04-27,17.4,8.5,1.5,9.5
-2005-04-28,17.4,8.5,1.5,9.5
-2005-04-29,17.4,8.5,1.5,9.5
-2005-04-30,17.4,8.5,1.5,9.5
-2005-05-01,14.3,6.4,1.4516129032258065,6.1
-2005-05-02,14.3,6.4,1.4516129032258065,6.1
-2005-05-03,14.3,6.4,1.4516129032258065,6.1
-2005-05-04,14.3,6.4,1.4516129032258065,6.1
-2005-05-05,14.3,6.4,1.4516129032258065,6.1
-2005-05-06,14.3,6.4,1.4516129032258065,6.1
-2005-05-07,14.3,6.4,1.4516129032258065,6.1
-2005-05-08,14.3,6.4,1.4516129032258065,6.1
-2005-05-09,14.3,6.4,1.4516129032258065,6.1
-2005-05-10,14.3,6.4,1.4516129032258065,6.1
-2005-05-11,14.3,6.4,1.4516129032258065,6.1
-2005-05-12,14.3,6.4,1.4516129032258065,6.1
-2005-05-13,14.3,6.4,1.4516129032258065,6.1
-2005-05-14,14.3,6.4,1.4516129032258065,6.1
-2005-05-15,14.3,6.4,1.4516129032258065,6.1
-2005-05-16,14.3,6.4,1.4516129032258065,6.1
-2005-05-17,14.3,6.4,1.4516129032258065,6.1
-2005-05-18,14.3,6.4,1.4516129032258065,6.1
-2005-05-19,14.3,6.4,1.4516129032258065,6.1
-2005-05-20,14.3,6.4,1.4516129032258065,6.1
-2005-05-21,14.3,6.4,1.4516129032258065,6.1
-2005-05-22,14.3,6.4,1.4516129032258065,6.1
-2005-05-23,14.3,6.4,1.4516129032258065,6.1
-2005-05-24,14.3,6.4,1.4516129032258065,6.1
-2005-05-25,14.3,6.4,1.4516129032258065,6.1
-2005-05-26,14.3,6.4,1.4516129032258065,6.1
-2005-05-27,14.3,6.4,1.4516129032258065,6.1
-2005-05-28,14.3,6.4,1.4516129032258065,6.1
-2005-05-29,14.3,6.4,1.4516129032258065,6.1
-2005-05-30,14.3,6.4,1.4516129032258065,6.1
-2005-05-31,14.3,6.4,1.4516129032258065,6.1
-2005-06-01,12.3,4.4,1.5,4.8
-2005-06-02,12.3,4.4,1.5,4.8
-2005-06-03,12.3,4.4,1.5,4.8
-2005-06-04,12.3,4.4,1.5,4.8
-2005-06-05,12.3,4.4,1.5,4.8
-2005-06-06,12.3,4.4,1.5,4.8
-2005-06-07,12.3,4.4,1.5,4.8
-2005-06-08,12.3,4.4,1.5,4.8
-2005-06-09,12.3,4.4,1.5,4.8
-2005-06-10,12.3,4.4,1.5,4.8
-2005-06-11,12.3,4.4,1.5,4.8
-2005-06-12,12.3,4.4,1.5,4.8
-2005-06-13,12.3,4.4,1.5,4.8
-2005-06-14,12.3,4.4,1.5,4.8
-2005-06-15,12.3,4.4,1.5,4.8
-2005-06-16,12.3,4.4,1.5,4.8
-2005-06-17,12.3,4.4,1.5,4.8
-2005-06-18,12.3,4.4,1.5,4.8
-2005-06-19,12.3,4.4,1.5,4.8
-2005-06-20,12.3,4.4,1.5,4.8
-2005-06-21,12.3,4.4,1.5,4.8
-2005-06-22,12.3,4.4,1.5,4.8
-2005-06-23,12.3,4.4,1.5,4.8
-2005-06-24,12.3,4.4,1.5,4.8
-2005-06-25,12.3,4.4,1.5,4.8
-2005-06-26,12.3,4.4,1.5,4.8
-2005-06-27,12.3,4.4,1.5,4.8
-2005-06-28,12.3,4.4,1.5,4.8
-2005-06-29,12.3,4.4,1.5,4.8
-2005-06-30,12.3,4.4,1.5,4.8
-2005-07-01,12.0,3.9,1.5161290322580645,5.4
-2005-07-02,12.0,3.9,1.5161290322580645,5.4
-2005-07-03,12.0,3.9,1.5161290322580645,5.4
-2005-07-04,12.0,3.9,1.5161290322580645,5.4
-2005-07-05,12.0,3.9,1.5161290322580645,5.4
-2005-07-06,12.0,3.9,1.5161290322580645,5.4
-2005-07-07,12.0,3.9,1.5161290322580645,5.4
-2005-07-08,12.0,3.9,1.5161290322580645,5.4
-2005-07-09,12.0,3.9,1.5161290322580645,5.4
-2005-07-10,12.0,3.9,1.5161290322580645,5.4
-2005-07-11,12.0,3.9,1.5161290322580645,5.4
-2005-07-12,12.0,3.9,1.5161290322580645,5.4
-2005-07-13,12.0,3.9,1.5161290322580645,5.4
-2005-07-14,12.0,3.9,1.5161290322580645,5.4
-2005-07-15,12.0,3.9,1.5161290322580645,5.4
-2005-07-16,12.0,3.9,1.5161290322580645,5.4
-2005-07-17,12.0,3.9,1.5161290322580645,5.4
-2005-07-18,12.0,3.9,1.5161290322580645,5.4
-2005-07-19,12.0,3.9,1.5161290322580645,5.4
-2005-07-20,12.0,3.9,1.5161290322580645,5.4
-2005-07-21,12.0,3.9,1.5161290322580645,5.4
-2005-07-22,12.0,3.9,1.5161290322580645,5.4
-2005-07-23,12.0,3.9,1.5161290322580645,5.4
-2005-07-24,12.0,3.9,1.5161290322580645,5.4
-2005-07-25,12.0,3.9,1.5161290322580645,5.4
-2005-07-26,12.0,3.9,1.5161290322580645,5.4
-2005-07-27,12.0,3.9,1.5161290322580645,5.4
-2005-07-28,12.0,3.9,1.5161290322580645,5.4
-2005-07-29,12.0,3.9,1.5161290322580645,5.4
-2005-07-30,12.0,3.9,1.5161290322580645,5.4
-2005-07-31,12.0,3.9,1.5161290322580645,5.4
-2005-08-01,12.8,4.4,1.4516129032258065,8.2
-2005-08-02,12.8,4.4,1.4516129032258065,8.2
-2005-08-03,12.8,4.4,1.4516129032258065,8.2
-2005-08-04,12.8,4.4,1.4516129032258065,8.2
-2005-08-05,12.8,4.4,1.4516129032258065,8.2
-2005-08-06,12.8,4.4,1.4516129032258065,8.2
-2005-08-07,12.8,4.4,1.4516129032258065,8.2
-2005-08-08,12.8,4.4,1.4516129032258065,8.2
-2005-08-09,12.8,4.4,1.4516129032258065,8.2
-2005-08-10,12.8,4.4,1.4516129032258065,8.2
-2005-08-11,12.8,4.4,1.4516129032258065,8.2
-2005-08-12,12.8,4.4,1.4516129032258065,8.2
-2005-08-13,12.8,4.4,1.4516129032258065,8.2
-2005-08-14,12.8,4.4,1.4516129032258065,8.2
-2005-08-15,12.8,4.4,1.4516129032258065,8.2
-2005-08-16,12.8,4.4,1.4516129032258065,8.2
-2005-08-17,12.8,4.4,1.4516129032258065,8.2
-2005-08-18,12.8,4.4,1.4516129032258065,8.2
-2005-08-19,12.8,4.4,1.4516129032258065,8.2
-2005-08-20,12.8,4.4,1.4516129032258065,8.2
-2005-08-21,12.8,4.4,1.4516129032258065,8.2
-2005-08-22,12.8,4.4,1.4516129032258065,8.2
-2005-08-23,12.8,4.4,1.4516129032258065,8.2
-2005-08-24,12.8,4.4,1.4516129032258065,8.2
-2005-08-25,12.8,4.4,1.4516129032258065,8.2
-2005-08-26,12.8,4.4,1.4516129032258065,8.2
-2005-08-27,12.8,4.4,1.4516129032258065,8.2
-2005-08-28,12.8,4.4,1.4516129032258065,8.2
-2005-08-29,12.8,4.4,1.4516129032258065,8.2
-2005-08-30,12.8,4.4,1.4516129032258065,8.2
-2005-08-31,12.8,4.4,1.4516129032258065,8.2
-2005-09-01,14.5,5.6,1.1333333333333333,12.8
-2005-09-02,14.5,5.6,1.1333333333333333,12.8
-2005-09-03,14.5,5.6,1.1333333333333333,12.8
-2005-09-04,14.5,5.6,1.1333333333333333,12.8
-2005-09-05,14.5,5.6,1.1333333333333333,12.8
-2005-09-06,14.5,5.6,1.1333333333333333,12.8
-2005-09-07,14.5,5.6,1.1333333333333333,12.8
-2005-09-08,14.5,5.6,1.1333333333333333,12.8
-2005-09-09,14.5,5.6,1.1333333333333333,12.8
-2005-09-10,14.5,5.6,1.1333333333333333,12.8
-2005-09-11,14.5,5.6,1.1333333333333333,12.8
-2005-09-12,14.5,5.6,1.1333333333333333,12.8
-2005-09-13,14.5,5.6,1.1333333333333333,12.8
-2005-09-14,14.5,5.6,1.1333333333333333,12.8
-2005-09-15,14.5,5.6,1.1333333333333333,12.8
-2005-09-16,14.5,5.6,1.1333333333333333,12.8
-2005-09-17,14.5,5.6,1.1333333333333333,12.8
-2005-09-18,14.5,5.6,1.1333333333333333,12.8
-2005-09-19,14.5,5.6,1.1333333333333333,12.8
-2005-09-20,14.5,5.6,1.1333333333333333,12.8
-2005-09-21,14.5,5.6,1.1333333333333333,12.8
-2005-09-22,14.5,5.6,1.1333333333333333,12.8
-2005-09-23,14.5,5.6,1.1333333333333333,12.8
-2005-09-24,14.5,5.6,1.1333333333333333,12.8
-2005-09-25,14.5,5.6,1.1333333333333333,12.8
-2005-09-26,14.5,5.6,1.1333333333333333,12.8
-2005-09-27,14.5,5.6,1.1333333333333333,12.8
-2005-09-28,14.5,5.6,1.1333333333333333,12.8
-2005-09-29,14.5,5.6,1.1333333333333333,12.8
-2005-09-30,14.5,5.6,1.1333333333333333,12.8
-2005-10-01,16.3,6.7,1.5161290322580645,17.2
-2005-10-02,16.3,6.7,1.5161290322580645,17.2
-2005-10-03,16.3,6.7,1.5161290322580645,17.2
-2005-10-04,16.3,6.7,1.5161290322580645,17.2
-2005-10-05,16.3,6.7,1.5161290322580645,17.2
-2005-10-06,16.3,6.7,1.5161290322580645,17.2
-2005-10-07,16.3,6.7,1.5161290322580645,17.2
-2005-10-08,16.3,6.7,1.5161290322580645,17.2
-2005-10-09,16.3,6.7,1.5161290322580645,17.2
-2005-10-10,16.3,6.7,1.5161290322580645,17.2
-2005-10-11,16.3,6.7,1.5161290322580645,17.2
-2005-10-12,16.3,6.7,1.5161290322580645,17.2
-2005-10-13,16.3,6.7,1.5161290322580645,17.2
-2005-10-14,16.3,6.7,1.5161290322580645,17.2
-2005-10-15,16.3,6.7,1.5161290322580645,17.2
-2005-10-16,16.3,6.7,1.5161290322580645,17.2
-2005-10-17,16.3,6.7,1.5161290322580645,17.2
-2005-10-18,16.3,6.7,1.5161290322580645,17.2
-2005-10-19,16.3,6.7,1.5161290322580645,17.2
-2005-10-20,16.3,6.7,1.5161290322580645,17.2
-2005-10-21,16.3,6.7,1.5161290322580645,17.2
-2005-10-22,16.3,6.7,1.5161290322580645,17.2
-2005-10-23,16.3,6.7,1.5161290322580645,17.2
-2005-10-24,16.3,6.7,1.5161290322580645,17.2
-2005-10-25,16.3,6.7,1.5161290322580645,17.2
-2005-10-26,16.3,6.7,1.5161290322580645,17.2
-2005-10-27,16.3,6.7,1.5161290322580645,17.2
-2005-10-28,16.3,6.7,1.5161290322580645,17.2
-2005-10-29,16.3,6.7,1.5161290322580645,17.2
-2005-10-30,16.3,6.7,1.5161290322580645,17.2
-2005-10-31,16.3,6.7,1.5161290322580645,17.2
-2005-11-01,17.4,8.3,2.0,20.4
-2005-11-02,17.4,8.3,2.0,20.4
-2005-11-03,17.4,8.3,2.0,20.4
-2005-11-04,17.4,8.3,2.0,20.4
-2005-11-05,17.4,8.3,2.0,20.4
-2005-11-06,17.4,8.3,2.0,20.4
-2005-11-07,17.4,8.3,2.0,20.4
-2005-11-08,17.4,8.3,2.0,20.4
-2005-11-09,17.4,8.3,2.0,20.4
-2005-11-10,17.4,8.3,2.0,20.4
-2005-11-11,17.4,8.3,2.0,20.4
-2005-11-12,17.4,8.3,2.0,20.4
-2005-11-13,17.4,8.3,2.0,20.4
-2005-11-14,17.4,8.3,2.0,20.4
-2005-11-15,17.4,8.3,2.0,20.4
-2005-11-16,17.4,8.3,2.0,20.4
-2005-11-17,17.4,8.3,2.0,20.4
-2005-11-18,17.4,8.3,2.0,20.4
-2005-11-19,17.4,8.3,2.0,20.4
-2005-11-20,17.4,8.3,2.0,20.4
-2005-11-21,17.4,8.3,2.0,20.4
-2005-11-22,17.4,8.3,2.0,20.4
-2005-11-23,17.4,8.3,2.0,20.4
-2005-11-24,17.4,8.3,2.0,20.4
-2005-11-25,17.4,8.3,2.0,20.4
-2005-11-26,17.4,8.3,2.0,20.4
-2005-11-27,17.4,8.3,2.0,20.4
-2005-11-28,17.4,8.3,2.0,20.4
-2005-11-29,17.4,8.3,2.0,20.4
-2005-11-30,17.4,8.3,2.0,20.4
-2005-12-01,18.9,9.6,1.935483870967742,22.4
-2005-12-02,18.9,9.6,1.935483870967742,22.4
-2005-12-03,18.9,9.6,1.935483870967742,22.4
-2005-12-04,18.9,9.6,1.935483870967742,22.4
-2005-12-05,18.9,9.6,1.935483870967742,22.4
-2005-12-06,18.9,9.6,1.935483870967742,22.4
-2005-12-07,18.9,9.6,1.935483870967742,22.4
-2005-12-08,18.9,9.6,1.935483870967742,22.4
-2005-12-09,18.9,9.6,1.935483870967742,22.4
-2005-12-10,18.9,9.6,1.935483870967742,22.4
-2005-12-11,18.9,9.6,1.935483870967742,22.4
-2005-12-12,18.9,9.6,1.935483870967742,22.4
-2005-12-13,18.9,9.6,1.935483870967742,22.4
-2005-12-14,18.9,9.6,1.935483870967742,22.4
-2005-12-15,18.9,9.6,1.935483870967742,22.4
-2005-12-16,18.9,9.6,1.935483870967742,22.4
-2005-12-17,18.9,9.6,1.935483870967742,22.4
-2005-12-18,18.9,9.6,1.935483870967742,22.4
-2005-12-19,18.9,9.6,1.935483870967742,22.4
-2005-12-20,18.9,9.6,1.935483870967742,22.4
-2005-12-21,18.9,9.6,1.935483870967742,22.4
-2005-12-22,18.9,9.6,1.935483870967742,22.4
-2005-12-23,18.9,9.6,1.935483870967742,22.4
-2005-12-24,18.9,9.6,1.935483870967742,22.4
-2005-12-25,18.9,9.6,1.935483870967742,22.4
-2005-12-26,18.9,9.6,1.935483870967742,22.4
-2005-12-27,18.9,9.6,1.935483870967742,22.4
-2005-12-28,18.9,9.6,1.935483870967742,22.4
-2005-12-29,18.9,9.6,1.935483870967742,22.4
-2005-12-30,18.9,9.6,1.935483870967742,22.4
-2005-12-31,18.9,9.6,1.935483870967742,22.4
-2006-01-01,20.9,10.8,1.7096774193548387,23.3
-2006-01-02,20.9,10.8,1.7096774193548387,23.3
-2006-01-03,20.9,10.8,1.7096774193548387,23.3
-2006-01-04,20.9,10.8,1.7096774193548387,23.3
-2006-01-05,20.9,10.8,1.7096774193548387,23.3
-2006-01-06,20.9,10.8,1.7096774193548387,23.3
-2006-01-07,20.9,10.8,1.7096774193548387,23.3
-2006-01-08,20.9,10.8,1.7096774193548387,23.3
-2006-01-09,20.9,10.8,1.7096774193548387,23.3
-2006-01-10,20.9,10.8,1.7096774193548387,23.3
-2006-01-11,20.9,10.8,1.7096774193548387,23.3
-2006-01-12,20.9,10.8,1.7096774193548387,23.3
-2006-01-13,20.9,10.8,1.7096774193548387,23.3
-2006-01-14,20.9,10.8,1.7096774193548387,23.3
-2006-01-15,20.9,10.8,1.7096774193548387,23.3
-2006-01-16,20.9,10.8,1.7096774193548387,23.3
-2006-01-17,20.9,10.8,1.7096774193548387,23.3
-2006-01-18,20.9,10.8,1.7096774193548387,23.3
-2006-01-19,20.9,10.8,1.7096774193548387,23.3
-2006-01-20,20.9,10.8,1.7096774193548387,23.3
-2006-01-21,20.9,10.8,1.7096774193548387,23.3
-2006-01-22,20.9,10.8,1.7096774193548387,23.3
-2006-01-23,20.9,10.8,1.7096774193548387,23.3
-2006-01-24,20.9,10.8,1.7096774193548387,23.3
-2006-01-25,20.9,10.8,1.7096774193548387,23.3
-2006-01-26,20.9,10.8,1.7096774193548387,23.3
-2006-01-27,20.9,10.8,1.7096774193548387,23.3
-2006-01-28,20.9,10.8,1.7096774193548387,23.3
-2006-01-29,20.9,10.8,1.7096774193548387,23.3
-2006-01-30,20.9,10.8,1.7096774193548387,23.3
-2006-01-31,20.9,10.8,1.7096774193548387,23.3
-2006-02-01,21.1,11.4,1.8928571428571428,19.8
-2006-02-02,21.1,11.4,1.8928571428571428,19.8
-2006-02-03,21.1,11.4,1.8928571428571428,19.8
-2006-02-04,21.1,11.4,1.8928571428571428,19.8
-2006-02-05,21.1,11.4,1.8928571428571428,19.8
-2006-02-06,21.1,11.4,1.8928571428571428,19.8
-2006-02-07,21.1,11.4,1.8928571428571428,19.8
-2006-02-08,21.1,11.4,1.8928571428571428,19.8
-2006-02-09,21.1,11.4,1.8928571428571428,19.8
-2006-02-10,21.1,11.4,1.8928571428571428,19.8
-2006-02-11,21.1,11.4,1.8928571428571428,19.8
-2006-02-12,21.1,11.4,1.8928571428571428,19.8
-2006-02-13,21.1,11.4,1.8928571428571428,19.8
-2006-02-14,21.1,11.4,1.8928571428571428,19.8
-2006-02-15,21.1,11.4,1.8928571428571428,19.8
-2006-02-16,21.1,11.4,1.8928571428571428,19.8
-2006-02-17,21.1,11.4,1.8928571428571428,19.8
-2006-02-18,21.1,11.4,1.8928571428571428,19.8
-2006-02-19,21.1,11.4,1.8928571428571428,19.8
-2006-02-20,21.1,11.4,1.8928571428571428,19.8
-2006-02-21,21.1,11.4,1.8928571428571428,19.8
-2006-02-22,21.1,11.4,1.8928571428571428,19.8
-2006-02-23,21.1,11.4,1.8928571428571428,19.8
-2006-02-24,21.1,11.4,1.8928571428571428,19.8
-2006-02-25,21.1,11.4,1.8928571428571428,19.8
-2006-02-26,21.1,11.4,1.8928571428571428,19.8
-2006-02-27,21.1,11.4,1.8928571428571428,19.8
-2006-02-28,21.1,11.4,1.8928571428571428,19.8
-2006-03-01,19.6,10.0,1.8709677419354838,14.2
-2006-03-02,19.6,10.0,1.8709677419354838,14.2
-2006-03-03,19.6,10.0,1.8709677419354838,14.2
-2006-03-04,19.6,10.0,1.8709677419354838,14.2
-2006-03-05,19.6,10.0,1.8709677419354838,14.2
-2006-03-06,19.6,10.0,1.8709677419354838,14.2
-2006-03-07,19.6,10.0,1.8709677419354838,14.2
-2006-03-08,19.6,10.0,1.8709677419354838,14.2
-2006-03-09,19.6,10.0,1.8709677419354838,14.2
-2006-03-10,19.6,10.0,1.8709677419354838,14.2
-2006-03-11,19.6,10.0,1.8709677419354838,14.2
-2006-03-12,19.6,10.0,1.8709677419354838,14.2
-2006-03-13,19.6,10.0,1.8709677419354838,14.2
-2006-03-14,19.6,10.0,1.8709677419354838,14.2
-2006-03-15,19.6,10.0,1.8709677419354838,14.2
-2006-03-16,19.6,10.0,1.8709677419354838,14.2
-2006-03-17,19.6,10.0,1.8709677419354838,14.2
-2006-03-18,19.6,10.0,1.8709677419354838,14.2
-2006-03-19,19.6,10.0,1.8709677419354838,14.2
-2006-03-20,19.6,10.0,1.8709677419354838,14.2
-2006-03-21,19.6,10.0,1.8709677419354838,14.2
-2006-03-22,19.6,10.0,1.8709677419354838,14.2
-2006-03-23,19.6,10.0,1.8709677419354838,14.2
-2006-03-24,19.6,10.0,1.8709677419354838,14.2
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-2006-04-28,17.4,8.5,1.5,9.5
-2006-04-29,17.4,8.5,1.5,9.5
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-2006-05-28,14.3,6.4,1.4516129032258065,6.1
-2006-05-29,14.3,6.4,1.4516129032258065,6.1
-2006-05-30,14.3,6.4,1.4516129032258065,6.1
-2006-05-31,14.3,6.4,1.4516129032258065,6.1
-2006-06-01,12.3,4.4,1.5,4.8
-2006-06-02,12.3,4.4,1.5,4.8
-2006-06-03,12.3,4.4,1.5,4.8
-2006-06-04,12.3,4.4,1.5,4.8
-2006-06-05,12.3,4.4,1.5,4.8
-2006-06-06,12.3,4.4,1.5,4.8
-2006-06-07,12.3,4.4,1.5,4.8
-2006-06-08,12.3,4.4,1.5,4.8
-2006-06-09,12.3,4.4,1.5,4.8
-2006-06-10,12.3,4.4,1.5,4.8
-2006-06-11,12.3,4.4,1.5,4.8
-2006-06-12,12.3,4.4,1.5,4.8
-2006-06-13,12.3,4.4,1.5,4.8
-2006-06-14,12.3,4.4,1.5,4.8
-2006-06-15,12.3,4.4,1.5,4.8
-2006-06-16,12.3,4.4,1.5,4.8
-2006-06-17,12.3,4.4,1.5,4.8
-2006-06-18,12.3,4.4,1.5,4.8
-2006-06-19,12.3,4.4,1.5,4.8
-2006-06-20,12.3,4.4,1.5,4.8
-2006-06-21,12.3,4.4,1.5,4.8
-2006-06-22,12.3,4.4,1.5,4.8
-2006-06-23,12.3,4.4,1.5,4.8
-2006-06-24,12.3,4.4,1.5,4.8
-2006-06-25,12.3,4.4,1.5,4.8
-2006-06-26,12.3,4.4,1.5,4.8
-2006-06-27,12.3,4.4,1.5,4.8
-2006-06-28,12.3,4.4,1.5,4.8
-2006-06-29,12.3,4.4,1.5,4.8
-2006-06-30,12.3,4.4,1.5,4.8
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-2006-07-03,12.0,3.9,1.5161290322580645,5.4
-2006-07-04,12.0,3.9,1.5161290322580645,5.4
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-2006-07-06,12.0,3.9,1.5161290322580645,5.4
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-2006-07-09,12.0,3.9,1.5161290322580645,5.4
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-2006-07-14,12.0,3.9,1.5161290322580645,5.4
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-2006-07-19,12.0,3.9,1.5161290322580645,5.4
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-2006-07-22,12.0,3.9,1.5161290322580645,5.4
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-2006-07-27,12.0,3.9,1.5161290322580645,5.4
-2006-07-28,12.0,3.9,1.5161290322580645,5.4
-2006-07-29,12.0,3.9,1.5161290322580645,5.4
-2006-07-30,12.0,3.9,1.5161290322580645,5.4
-2006-07-31,12.0,3.9,1.5161290322580645,5.4
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-2006-08-02,12.8,4.4,1.4516129032258065,8.2
-2006-08-03,12.8,4.4,1.4516129032258065,8.2
-2006-08-04,12.8,4.4,1.4516129032258065,8.2
-2006-08-05,12.8,4.4,1.4516129032258065,8.2
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-2006-08-07,12.8,4.4,1.4516129032258065,8.2
-2006-08-08,12.8,4.4,1.4516129032258065,8.2
-2006-08-09,12.8,4.4,1.4516129032258065,8.2
-2006-08-10,12.8,4.4,1.4516129032258065,8.2
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-2006-08-17,12.8,4.4,1.4516129032258065,8.2
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-2006-08-21,12.8,4.4,1.4516129032258065,8.2
-2006-08-22,12.8,4.4,1.4516129032258065,8.2
-2006-08-23,12.8,4.4,1.4516129032258065,8.2
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-2006-08-27,12.8,4.4,1.4516129032258065,8.2
-2006-08-28,12.8,4.4,1.4516129032258065,8.2
-2006-08-29,12.8,4.4,1.4516129032258065,8.2
-2006-08-30,12.8,4.4,1.4516129032258065,8.2
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-2006-09-30,14.5,5.6,1.1333333333333333,12.8
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-2006-10-03,16.3,6.7,1.5161290322580645,17.2
-2006-10-04,16.3,6.7,1.5161290322580645,17.2
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-2006-10-17,16.3,6.7,1.5161290322580645,17.2
-2006-10-18,16.3,6.7,1.5161290322580645,17.2
-2006-10-19,16.3,6.7,1.5161290322580645,17.2
-2006-10-20,16.3,6.7,1.5161290322580645,17.2
-2006-10-21,16.3,6.7,1.5161290322580645,17.2
-2006-10-22,16.3,6.7,1.5161290322580645,17.2
-2006-10-23,16.3,6.7,1.5161290322580645,17.2
-2006-10-24,16.3,6.7,1.5161290322580645,17.2
-2006-10-25,16.3,6.7,1.5161290322580645,17.2
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-2006-10-28,16.3,6.7,1.5161290322580645,17.2
-2006-10-29,16.3,6.7,1.5161290322580645,17.2
-2006-10-30,16.3,6.7,1.5161290322580645,17.2
-2006-10-31,16.3,6.7,1.5161290322580645,17.2
-2006-11-01,17.4,8.3,2.0,20.4
-2006-11-02,17.4,8.3,2.0,20.4
-2006-11-03,17.4,8.3,2.0,20.4
-2006-11-04,17.4,8.3,2.0,20.4
-2006-11-05,17.4,8.3,2.0,20.4
-2006-11-06,17.4,8.3,2.0,20.4
-2006-11-07,17.4,8.3,2.0,20.4
-2006-11-08,17.4,8.3,2.0,20.4
-2006-11-09,17.4,8.3,2.0,20.4
-2006-11-10,17.4,8.3,2.0,20.4
-2006-11-11,17.4,8.3,2.0,20.4
-2006-11-12,17.4,8.3,2.0,20.4
-2006-11-13,17.4,8.3,2.0,20.4
-2006-11-14,17.4,8.3,2.0,20.4
-2006-11-15,17.4,8.3,2.0,20.4
-2006-11-16,17.4,8.3,2.0,20.4
-2006-11-17,17.4,8.3,2.0,20.4
-2006-11-18,17.4,8.3,2.0,20.4
-2006-11-19,17.4,8.3,2.0,20.4
-2006-11-20,17.4,8.3,2.0,20.4
-2006-11-21,17.4,8.3,2.0,20.4
-2006-11-22,17.4,8.3,2.0,20.4
-2006-11-23,17.4,8.3,2.0,20.4
-2006-11-24,17.4,8.3,2.0,20.4
-2006-11-25,17.4,8.3,2.0,20.4
-2006-11-26,17.4,8.3,2.0,20.4
-2006-11-27,17.4,8.3,2.0,20.4
-2006-11-28,17.4,8.3,2.0,20.4
-2006-11-29,17.4,8.3,2.0,20.4
-2006-11-30,17.4,8.3,2.0,20.4
-2006-12-01,18.9,9.6,1.935483870967742,22.4
-2006-12-02,18.9,9.6,1.935483870967742,22.4
-2006-12-03,18.9,9.6,1.935483870967742,22.4
-2006-12-04,18.9,9.6,1.935483870967742,22.4
-2006-12-05,18.9,9.6,1.935483870967742,22.4
-2006-12-06,18.9,9.6,1.935483870967742,22.4
-2006-12-07,18.9,9.6,1.935483870967742,22.4
-2006-12-08,18.9,9.6,1.935483870967742,22.4
-2006-12-09,18.9,9.6,1.935483870967742,22.4
-2006-12-10,18.9,9.6,1.935483870967742,22.4
-2006-12-11,18.9,9.6,1.935483870967742,22.4
-2006-12-12,18.9,9.6,1.935483870967742,22.4
-2006-12-13,18.9,9.6,1.935483870967742,22.4
-2006-12-14,18.9,9.6,1.935483870967742,22.4
-2006-12-15,18.9,9.6,1.935483870967742,22.4
-2006-12-16,18.9,9.6,1.935483870967742,22.4
-2006-12-17,18.9,9.6,1.935483870967742,22.4
-2006-12-18,18.9,9.6,1.935483870967742,22.4
-2006-12-19,18.9,9.6,1.935483870967742,22.4
-2006-12-20,18.9,9.6,1.935483870967742,22.4
-2006-12-21,18.9,9.6,1.935483870967742,22.4
-2006-12-22,18.9,9.6,1.935483870967742,22.4
-2006-12-23,18.9,9.6,1.935483870967742,22.4
-2006-12-24,18.9,9.6,1.935483870967742,22.4
-2006-12-25,18.9,9.6,1.935483870967742,22.4
-2006-12-26,18.9,9.6,1.935483870967742,22.4
-2006-12-27,18.9,9.6,1.935483870967742,22.4
-2006-12-28,18.9,9.6,1.935483870967742,22.4
-2006-12-29,18.9,9.6,1.935483870967742,22.4
-2006-12-30,18.9,9.6,1.935483870967742,22.4
-2006-12-31,18.9,9.6,1.935483870967742,22.4
-2007-01-01,20.9,10.8,1.7096774193548387,23.3
-2007-01-02,20.9,10.8,1.7096774193548387,23.3
-2007-01-03,20.9,10.8,1.7096774193548387,23.3
-2007-01-04,20.9,10.8,1.7096774193548387,23.3
-2007-01-05,20.9,10.8,1.7096774193548387,23.3
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-2009-05-19,14.3,6.4,1.4516129032258065,6.1
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-2009-05-21,14.3,6.4,1.4516129032258065,6.1
-2009-05-22,14.3,6.4,1.4516129032258065,6.1
-2009-05-23,14.3,6.4,1.4516129032258065,6.1
-2009-05-24,14.3,6.4,1.4516129032258065,6.1
-2009-05-25,14.3,6.4,1.4516129032258065,6.1
-2009-05-26,14.3,6.4,1.4516129032258065,6.1
-2009-05-27,14.3,6.4,1.4516129032258065,6.1
-2009-05-28,14.3,6.4,1.4516129032258065,6.1
-2009-05-29,14.3,6.4,1.4516129032258065,6.1
-2009-05-30,14.3,6.4,1.4516129032258065,6.1
-2009-05-31,14.3,6.4,1.4516129032258065,6.1
-2009-06-01,12.3,4.4,1.5,4.8
-2009-06-02,12.3,4.4,1.5,4.8
-2009-06-03,12.3,4.4,1.5,4.8
-2009-06-04,12.3,4.4,1.5,4.8
-2009-06-05,12.3,4.4,1.5,4.8
-2009-06-06,12.3,4.4,1.5,4.8
-2009-06-07,12.3,4.4,1.5,4.8
-2009-06-08,12.3,4.4,1.5,4.8
-2009-06-09,12.3,4.4,1.5,4.8
-2009-06-10,12.3,4.4,1.5,4.8
-2009-06-11,12.3,4.4,1.5,4.8
-2009-06-12,12.3,4.4,1.5,4.8
-2009-06-13,12.3,4.4,1.5,4.8
-2009-06-14,12.3,4.4,1.5,4.8
-2009-06-15,12.3,4.4,1.5,4.8
-2009-06-16,12.3,4.4,1.5,4.8
-2009-06-17,12.3,4.4,1.5,4.8
-2009-06-18,12.3,4.4,1.5,4.8
-2009-06-19,12.3,4.4,1.5,4.8
-2009-06-20,12.3,4.4,1.5,4.8
-2009-06-21,12.3,4.4,1.5,4.8
-2009-06-22,12.3,4.4,1.5,4.8
-2009-06-23,12.3,4.4,1.5,4.8
-2009-06-24,12.3,4.4,1.5,4.8
-2009-06-25,12.3,4.4,1.5,4.8
-2009-06-26,12.3,4.4,1.5,4.8
-2009-06-27,12.3,4.4,1.5,4.8
-2009-06-28,12.3,4.4,1.5,4.8
-2009-06-29,12.3,4.4,1.5,4.8
-2009-06-30,12.3,4.4,1.5,4.8
-2009-07-01,12.0,3.9,1.5161290322580645,5.4
-2009-07-02,12.0,3.9,1.5161290322580645,5.4
-2009-07-03,12.0,3.9,1.5161290322580645,5.4
-2009-07-04,12.0,3.9,1.5161290322580645,5.4
-2009-07-05,12.0,3.9,1.5161290322580645,5.4
-2009-07-06,12.0,3.9,1.5161290322580645,5.4
-2009-07-07,12.0,3.9,1.5161290322580645,5.4
-2009-07-08,12.0,3.9,1.5161290322580645,5.4
-2009-07-09,12.0,3.9,1.5161290322580645,5.4
-2009-07-10,12.0,3.9,1.5161290322580645,5.4
-2009-07-11,12.0,3.9,1.5161290322580645,5.4
-2009-07-12,12.0,3.9,1.5161290322580645,5.4
-2009-07-13,12.0,3.9,1.5161290322580645,5.4
-2009-07-14,12.0,3.9,1.5161290322580645,5.4
-2009-07-15,12.0,3.9,1.5161290322580645,5.4
-2009-07-16,12.0,3.9,1.5161290322580645,5.4
-2009-07-17,12.0,3.9,1.5161290322580645,5.4
-2009-07-18,12.0,3.9,1.5161290322580645,5.4
-2009-07-19,12.0,3.9,1.5161290322580645,5.4
-2009-07-20,12.0,3.9,1.5161290322580645,5.4
-2009-07-21,12.0,3.9,1.5161290322580645,5.4
-2009-07-22,12.0,3.9,1.5161290322580645,5.4
-2009-07-23,12.0,3.9,1.5161290322580645,5.4
-2009-07-24,12.0,3.9,1.5161290322580645,5.4
-2009-07-25,12.0,3.9,1.5161290322580645,5.4
-2009-07-26,12.0,3.9,1.5161290322580645,5.4
-2009-07-27,12.0,3.9,1.5161290322580645,5.4
-2009-07-28,12.0,3.9,1.5161290322580645,5.4
-2009-07-29,12.0,3.9,1.5161290322580645,5.4
-2009-07-30,12.0,3.9,1.5161290322580645,5.4
-2009-07-31,12.0,3.9,1.5161290322580645,5.4
-2009-08-01,12.8,4.4,1.4516129032258065,8.2
-2009-08-02,12.8,4.4,1.4516129032258065,8.2
-2009-08-03,12.8,4.4,1.4516129032258065,8.2
-2009-08-04,12.8,4.4,1.4516129032258065,8.2
-2009-08-05,12.8,4.4,1.4516129032258065,8.2
-2009-08-06,12.8,4.4,1.4516129032258065,8.2
-2009-08-07,12.8,4.4,1.4516129032258065,8.2
-2009-08-08,12.8,4.4,1.4516129032258065,8.2
-2009-08-09,12.8,4.4,1.4516129032258065,8.2
-2009-08-10,12.8,4.4,1.4516129032258065,8.2
-2009-08-11,12.8,4.4,1.4516129032258065,8.2
-2009-08-12,12.8,4.4,1.4516129032258065,8.2
-2009-08-13,12.8,4.4,1.4516129032258065,8.2
-2009-08-14,12.8,4.4,1.4516129032258065,8.2
-2009-08-15,12.8,4.4,1.4516129032258065,8.2
-2009-08-16,12.8,4.4,1.4516129032258065,8.2
-2009-08-17,12.8,4.4,1.4516129032258065,8.2
-2009-08-18,12.8,4.4,1.4516129032258065,8.2
-2009-08-19,12.8,4.4,1.4516129032258065,8.2
-2009-08-20,12.8,4.4,1.4516129032258065,8.2
-2009-08-21,12.8,4.4,1.4516129032258065,8.2
-2009-08-22,12.8,4.4,1.4516129032258065,8.2
-2009-08-23,12.8,4.4,1.4516129032258065,8.2
-2009-08-24,12.8,4.4,1.4516129032258065,8.2
-2009-08-25,12.8,4.4,1.4516129032258065,8.2
-2009-08-26,12.8,4.4,1.4516129032258065,8.2
-2009-08-27,12.8,4.4,1.4516129032258065,8.2
-2009-08-28,12.8,4.4,1.4516129032258065,8.2
-2009-08-29,12.8,4.4,1.4516129032258065,8.2
-2009-08-30,12.8,4.4,1.4516129032258065,8.2
-2009-08-31,12.8,4.4,1.4516129032258065,8.2
-2009-09-01,14.5,5.6,1.1333333333333333,12.8
-2009-09-02,14.5,5.6,1.1333333333333333,12.8
-2009-09-03,14.5,5.6,1.1333333333333333,12.8
-2009-09-04,14.5,5.6,1.1333333333333333,12.8
-2009-09-05,14.5,5.6,1.1333333333333333,12.8
-2009-09-06,14.5,5.6,1.1333333333333333,12.8
-2009-09-07,14.5,5.6,1.1333333333333333,12.8
-2009-09-08,14.5,5.6,1.1333333333333333,12.8
-2009-09-09,14.5,5.6,1.1333333333333333,12.8
-2009-09-10,14.5,5.6,1.1333333333333333,12.8
-2009-09-11,14.5,5.6,1.1333333333333333,12.8
-2009-09-12,14.5,5.6,1.1333333333333333,12.8
-2009-09-13,14.5,5.6,1.1333333333333333,12.8
-2009-09-14,14.5,5.6,1.1333333333333333,12.8
-2009-09-15,14.5,5.6,1.1333333333333333,12.8
-2009-09-16,14.5,5.6,1.1333333333333333,12.8
-2009-09-17,14.5,5.6,1.1333333333333333,12.8
-2009-09-18,14.5,5.6,1.1333333333333333,12.8
-2009-09-19,14.5,5.6,1.1333333333333333,12.8
-2009-09-20,14.5,5.6,1.1333333333333333,12.8
-2009-09-21,14.5,5.6,1.1333333333333333,12.8
-2009-09-22,14.5,5.6,1.1333333333333333,12.8
-2009-09-23,14.5,5.6,1.1333333333333333,12.8
-2009-09-24,14.5,5.6,1.1333333333333333,12.8
-2009-09-25,14.5,5.6,1.1333333333333333,12.8
-2009-09-26,14.5,5.6,1.1333333333333333,12.8
-2009-09-27,14.5,5.6,1.1333333333333333,12.8
-2009-09-28,14.5,5.6,1.1333333333333333,12.8
-2009-09-29,14.5,5.6,1.1333333333333333,12.8
-2009-09-30,14.5,5.6,1.1333333333333333,12.8
-2009-10-01,16.3,6.7,1.5161290322580645,17.2
-2009-10-02,16.3,6.7,1.5161290322580645,17.2
-2009-10-03,16.3,6.7,1.5161290322580645,17.2
-2009-10-04,16.3,6.7,1.5161290322580645,17.2
-2009-10-05,16.3,6.7,1.5161290322580645,17.2
-2009-10-06,16.3,6.7,1.5161290322580645,17.2
-2009-10-07,16.3,6.7,1.5161290322580645,17.2
-2009-10-08,16.3,6.7,1.5161290322580645,17.2
-2009-10-09,16.3,6.7,1.5161290322580645,17.2
-2009-10-10,16.3,6.7,1.5161290322580645,17.2
-2009-10-11,16.3,6.7,1.5161290322580645,17.2
-2009-10-12,16.3,6.7,1.5161290322580645,17.2
-2009-10-13,16.3,6.7,1.5161290322580645,17.2
-2009-10-14,16.3,6.7,1.5161290322580645,17.2
-2009-10-15,16.3,6.7,1.5161290322580645,17.2
-2009-10-16,16.3,6.7,1.5161290322580645,17.2
-2009-10-17,16.3,6.7,1.5161290322580645,17.2
-2009-10-18,16.3,6.7,1.5161290322580645,17.2
-2009-10-19,16.3,6.7,1.5161290322580645,17.2
-2009-10-20,16.3,6.7,1.5161290322580645,17.2
-2009-10-21,16.3,6.7,1.5161290322580645,17.2
-2009-10-22,16.3,6.7,1.5161290322580645,17.2
-2009-10-23,16.3,6.7,1.5161290322580645,17.2
-2009-10-24,16.3,6.7,1.5161290322580645,17.2
-2009-10-25,16.3,6.7,1.5161290322580645,17.2
-2009-10-26,16.3,6.7,1.5161290322580645,17.2
-2009-10-27,16.3,6.7,1.5161290322580645,17.2
-2009-10-28,16.3,6.7,1.5161290322580645,17.2
-2009-10-29,16.3,6.7,1.5161290322580645,17.2
-2009-10-30,16.3,6.7,1.5161290322580645,17.2
-2009-10-31,16.3,6.7,1.5161290322580645,17.2
-2009-11-01,17.4,8.3,2.0,20.4
-2009-11-02,17.4,8.3,2.0,20.4
-2009-11-03,17.4,8.3,2.0,20.4
-2009-11-04,17.4,8.3,2.0,20.4
-2009-11-05,17.4,8.3,2.0,20.4
-2009-11-06,17.4,8.3,2.0,20.4
-2009-11-07,17.4,8.3,2.0,20.4
-2009-11-08,17.4,8.3,2.0,20.4
-2009-11-09,17.4,8.3,2.0,20.4
-2009-11-10,17.4,8.3,2.0,20.4
-2009-11-11,17.4,8.3,2.0,20.4
-2009-11-12,17.4,8.3,2.0,20.4
-2009-11-13,17.4,8.3,2.0,20.4
-2009-11-14,17.4,8.3,2.0,20.4
-2009-11-15,17.4,8.3,2.0,20.4
-2009-11-16,17.4,8.3,2.0,20.4
-2009-11-17,17.4,8.3,2.0,20.4
-2009-11-18,17.4,8.3,2.0,20.4
-2009-11-19,17.4,8.3,2.0,20.4
-2009-11-20,17.4,8.3,2.0,20.4
-2009-11-21,17.4,8.3,2.0,20.4
-2009-11-22,17.4,8.3,2.0,20.4
-2009-11-23,17.4,8.3,2.0,20.4
-2009-11-24,17.4,8.3,2.0,20.4
-2009-11-25,17.4,8.3,2.0,20.4
-2009-11-26,17.4,8.3,2.0,20.4
-2009-11-27,17.4,8.3,2.0,20.4
-2009-11-28,17.4,8.3,2.0,20.4
-2009-11-29,17.4,8.3,2.0,20.4
-2009-11-30,17.4,8.3,2.0,20.4
-2009-12-01,18.9,9.6,1.935483870967742,22.4
-2009-12-02,18.9,9.6,1.935483870967742,22.4
-2009-12-03,18.9,9.6,1.935483870967742,22.4
-2009-12-04,18.9,9.6,1.935483870967742,22.4
-2009-12-05,18.9,9.6,1.935483870967742,22.4
-2009-12-06,18.9,9.6,1.935483870967742,22.4
-2009-12-07,18.9,9.6,1.935483870967742,22.4
-2009-12-08,18.9,9.6,1.935483870967742,22.4
-2009-12-09,18.9,9.6,1.935483870967742,22.4
-2009-12-10,18.9,9.6,1.935483870967742,22.4
-2009-12-11,18.9,9.6,1.935483870967742,22.4
-2009-12-12,18.9,9.6,1.935483870967742,22.4
-2009-12-13,18.9,9.6,1.935483870967742,22.4
-2009-12-14,18.9,9.6,1.935483870967742,22.4
-2009-12-15,18.9,9.6,1.935483870967742,22.4
-2009-12-16,18.9,9.6,1.935483870967742,22.4
-2009-12-17,18.9,9.6,1.935483870967742,22.4
-2009-12-18,18.9,9.6,1.935483870967742,22.4
-2009-12-19,18.9,9.6,1.935483870967742,22.4
-2009-12-20,18.9,9.6,1.935483870967742,22.4
-2009-12-21,18.9,9.6,1.935483870967742,22.4
-2009-12-22,18.9,9.6,1.935483870967742,22.4
-2009-12-23,18.9,9.6,1.935483870967742,22.4
-2009-12-24,18.9,9.6,1.935483870967742,22.4
-2009-12-25,18.9,9.6,1.935483870967742,22.4
-2009-12-26,18.9,9.6,1.935483870967742,22.4
-2009-12-27,18.9,9.6,1.935483870967742,22.4
-2009-12-28,18.9,9.6,1.935483870967742,22.4
-2009-12-29,18.9,9.6,1.935483870967742,22.4
-2009-12-30,18.9,9.6,1.935483870967742,22.4
-2009-12-31,18.9,9.6,1.935483870967742,22.4
-2010-01-01,20.9,10.8,1.7096774193548387,23.3
-2010-01-02,20.9,10.8,1.7096774193548387,23.3
-2010-01-03,20.9,10.8,1.7096774193548387,23.3
-2010-01-04,20.9,10.8,1.7096774193548387,23.3
-2010-01-05,20.9,10.8,1.7096774193548387,23.3
-2010-01-06,20.9,10.8,1.7096774193548387,23.3
-2010-01-07,20.9,10.8,1.7096774193548387,23.3
-2010-01-08,20.9,10.8,1.7096774193548387,23.3
-2010-01-09,20.9,10.8,1.7096774193548387,23.3
-2010-01-10,20.9,10.8,1.7096774193548387,23.3
-2010-01-11,20.9,10.8,1.7096774193548387,23.3
-2010-01-12,20.9,10.8,1.7096774193548387,23.3
-2010-01-13,20.9,10.8,1.7096774193548387,23.3
-2010-01-14,20.9,10.8,1.7096774193548387,23.3
-2010-01-15,20.9,10.8,1.7096774193548387,23.3
-2010-01-16,20.9,10.8,1.7096774193548387,23.3
-2010-01-17,20.9,10.8,1.7096774193548387,23.3
-2010-01-18,20.9,10.8,1.7096774193548387,23.3
-2010-01-19,20.9,10.8,1.7096774193548387,23.3
-2010-01-20,20.9,10.8,1.7096774193548387,23.3
-2010-01-21,20.9,10.8,1.7096774193548387,23.3
-2010-01-22,20.9,10.8,1.7096774193548387,23.3
-2010-01-23,20.9,10.8,1.7096774193548387,23.3
-2010-01-24,20.9,10.8,1.7096774193548387,23.3
-2010-01-25,20.9,10.8,1.7096774193548387,23.3
-2010-01-26,20.9,10.8,1.7096774193548387,23.3
-2010-01-27,20.9,10.8,1.7096774193548387,23.3
-2010-01-28,20.9,10.8,1.7096774193548387,23.3
-2010-01-29,20.9,10.8,1.7096774193548387,23.3
-2010-01-30,20.9,10.8,1.7096774193548387,23.3
-2010-01-31,20.9,10.8,1.7096774193548387,23.3
-2010-02-01,21.1,11.4,1.8928571428571428,19.8
-2010-02-02,21.1,11.4,1.8928571428571428,19.8
-2010-02-03,21.1,11.4,1.8928571428571428,19.8
-2010-02-04,21.1,11.4,1.8928571428571428,19.8
-2010-02-05,21.1,11.4,1.8928571428571428,19.8
-2010-02-06,21.1,11.4,1.8928571428571428,19.8
-2010-02-07,21.1,11.4,1.8928571428571428,19.8
-2010-02-08,21.1,11.4,1.8928571428571428,19.8
-2010-02-09,21.1,11.4,1.8928571428571428,19.8
-2010-02-10,21.1,11.4,1.8928571428571428,19.8
-2010-02-11,21.1,11.4,1.8928571428571428,19.8
-2010-02-12,21.1,11.4,1.8928571428571428,19.8
-2010-02-13,21.1,11.4,1.8928571428571428,19.8
-2010-02-14,21.1,11.4,1.8928571428571428,19.8
-2010-02-15,21.1,11.4,1.8928571428571428,19.8
-2010-02-16,21.1,11.4,1.8928571428571428,19.8
-2010-02-17,21.1,11.4,1.8928571428571428,19.8
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-2010-02-27,21.1,11.4,1.8928571428571428,19.8
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-2010-03-26,19.6,10.0,1.8709677419354838,14.2
-2010-03-27,19.6,10.0,1.8709677419354838,14.2
-2010-03-28,19.6,10.0,1.8709677419354838,14.2
-2010-03-29,19.6,10.0,1.8709677419354838,14.2
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-2010-04-03,17.4,8.5,1.5,9.5
-2010-04-04,17.4,8.5,1.5,9.5
-2010-04-05,17.4,8.5,1.5,9.5
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-2010-04-08,17.4,8.5,1.5,9.5
-2010-04-09,17.4,8.5,1.5,9.5
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-2010-05-01,14.3,6.4,1.4516129032258065,6.1
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-2010-06-11,12.3,4.4,1.5,4.8
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-2010-06-14,12.3,4.4,1.5,4.8
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-2010-06-23,12.3,4.4,1.5,4.8
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-2010-06-28,12.3,4.4,1.5,4.8
-2010-06-29,12.3,4.4,1.5,4.8
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-2010-07-01,12.0,3.9,1.5161290322580645,5.4
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-2010-07-03,12.0,3.9,1.5161290322580645,5.4
-2010-07-04,12.0,3.9,1.5161290322580645,5.4
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-2010-07-30,12.0,3.9,1.5161290322580645,5.4
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-2010-08-31,12.8,4.4,1.4516129032258065,8.2
-2010-09-01,14.5,5.6,1.1333333333333333,12.8
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-2010-09-22,14.5,5.6,1.1333333333333333,12.8
-2010-09-23,14.5,5.6,1.1333333333333333,12.8
-2010-09-24,14.5,5.6,1.1333333333333333,12.8
-2010-09-25,14.5,5.6,1.1333333333333333,12.8
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-2010-09-29,14.5,5.6,1.1333333333333333,12.8
-2010-09-30,14.5,5.6,1.1333333333333333,12.8
-2010-10-01,16.3,6.7,1.5161290322580645,17.2
-2010-10-02,16.3,6.7,1.5161290322580645,17.2
-2010-10-03,16.3,6.7,1.5161290322580645,17.2
-2010-10-04,16.3,6.7,1.5161290322580645,17.2
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-2010-10-11,16.3,6.7,1.5161290322580645,17.2
-2010-10-12,16.3,6.7,1.5161290322580645,17.2
-2010-10-13,16.3,6.7,1.5161290322580645,17.2
-2010-10-14,16.3,6.7,1.5161290322580645,17.2
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-2010-10-19,16.3,6.7,1.5161290322580645,17.2
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-2010-10-23,16.3,6.7,1.5161290322580645,17.2
-2010-10-24,16.3,6.7,1.5161290322580645,17.2
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-2010-10-28,16.3,6.7,1.5161290322580645,17.2
-2010-10-29,16.3,6.7,1.5161290322580645,17.2
-2010-10-30,16.3,6.7,1.5161290322580645,17.2
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-2010-11-01,17.4,8.3,2.0,20.4
-2010-11-02,17.4,8.3,2.0,20.4
-2010-11-03,17.4,8.3,2.0,20.4
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-2010-11-06,17.4,8.3,2.0,20.4
-2010-11-07,17.4,8.3,2.0,20.4
-2010-11-08,17.4,8.3,2.0,20.4
-2010-11-09,17.4,8.3,2.0,20.4
-2010-11-10,17.4,8.3,2.0,20.4
-2010-11-11,17.4,8.3,2.0,20.4
-2010-11-12,17.4,8.3,2.0,20.4
-2010-11-13,17.4,8.3,2.0,20.4
-2010-11-14,17.4,8.3,2.0,20.4
-2010-11-15,17.4,8.3,2.0,20.4
-2010-11-16,17.4,8.3,2.0,20.4
-2010-11-17,17.4,8.3,2.0,20.4
-2010-11-18,17.4,8.3,2.0,20.4
-2010-11-19,17.4,8.3,2.0,20.4
-2010-11-20,17.4,8.3,2.0,20.4
-2010-11-21,17.4,8.3,2.0,20.4
-2010-11-22,17.4,8.3,2.0,20.4
-2010-11-23,17.4,8.3,2.0,20.4
-2010-11-24,17.4,8.3,2.0,20.4
-2010-11-25,17.4,8.3,2.0,20.4
-2010-11-26,17.4,8.3,2.0,20.4
-2010-11-27,17.4,8.3,2.0,20.4
-2010-11-28,17.4,8.3,2.0,20.4
-2010-11-29,17.4,8.3,2.0,20.4
-2010-11-30,17.4,8.3,2.0,20.4
-2010-12-01,18.9,9.6,1.935483870967742,22.4
-2010-12-02,18.9,9.6,1.935483870967742,22.4
-2010-12-03,18.9,9.6,1.935483870967742,22.4
-2010-12-04,18.9,9.6,1.935483870967742,22.4
-2010-12-05,18.9,9.6,1.935483870967742,22.4
-2010-12-06,18.9,9.6,1.935483870967742,22.4
-2010-12-07,18.9,9.6,1.935483870967742,22.4
-2010-12-08,18.9,9.6,1.935483870967742,22.4
-2010-12-09,18.9,9.6,1.935483870967742,22.4
-2010-12-10,18.9,9.6,1.935483870967742,22.4
-2010-12-11,18.9,9.6,1.935483870967742,22.4
-2010-12-12,18.9,9.6,1.935483870967742,22.4
-2010-12-13,18.9,9.6,1.935483870967742,22.4
-2010-12-14,18.9,9.6,1.935483870967742,22.4
-2010-12-15,18.9,9.6,1.935483870967742,22.4
-2010-12-16,18.9,9.6,1.935483870967742,22.4
-2010-12-17,18.9,9.6,1.935483870967742,22.4
-2010-12-18,18.9,9.6,1.935483870967742,22.4
-2010-12-19,18.9,9.6,1.935483870967742,22.4
-2010-12-20,18.9,9.6,1.935483870967742,22.4
-2010-12-21,18.9,9.6,1.935483870967742,22.4
-2010-12-22,18.9,9.6,1.935483870967742,22.4
-2010-12-23,18.9,9.6,1.935483870967742,22.4
-2010-12-24,18.9,9.6,1.935483870967742,22.4
-2010-12-25,18.9,9.6,1.935483870967742,22.4
-2010-12-26,18.9,9.6,1.935483870967742,22.4
-2010-12-27,18.9,9.6,1.935483870967742,22.4
-2010-12-28,18.9,9.6,1.935483870967742,22.4
-2010-12-29,18.9,9.6,1.935483870967742,22.4
-2010-12-30,18.9,9.6,1.935483870967742,22.4
-2010-12-31,18.9,9.6,1.935483870967742,22.4
-2011-01-01,20.9,10.8,1.7096774193548387,23.3
-2011-01-02,20.9,10.8,1.7096774193548387,23.3
-2011-01-03,20.9,10.8,1.7096774193548387,23.3
-2011-01-04,20.9,10.8,1.7096774193548387,23.3
-2011-01-05,20.9,10.8,1.7096774193548387,23.3
-2011-01-06,20.9,10.8,1.7096774193548387,23.3
-2011-01-07,20.9,10.8,1.7096774193548387,23.3
-2011-01-08,20.9,10.8,1.7096774193548387,23.3
-2011-01-09,20.9,10.8,1.7096774193548387,23.3
-2011-01-10,20.9,10.8,1.7096774193548387,23.3
-2011-01-11,20.9,10.8,1.7096774193548387,23.3
-2011-01-12,20.9,10.8,1.7096774193548387,23.3
-2011-01-13,20.9,10.8,1.7096774193548387,23.3
-2011-01-14,20.9,10.8,1.7096774193548387,23.3
-2011-01-15,20.9,10.8,1.7096774193548387,23.3
-2011-01-16,20.9,10.8,1.7096774193548387,23.3
-2011-01-17,20.9,10.8,1.7096774193548387,23.3
-2011-01-18,20.9,10.8,1.7096774193548387,23.3
-2011-01-19,20.9,10.8,1.7096774193548387,23.3
-2011-01-20,20.9,10.8,1.7096774193548387,23.3
-2011-01-21,20.9,10.8,1.7096774193548387,23.3
-2011-01-22,20.9,10.8,1.7096774193548387,23.3
-2011-01-23,20.9,10.8,1.7096774193548387,23.3
-2011-01-24,20.9,10.8,1.7096774193548387,23.3
-2011-01-25,20.9,10.8,1.7096774193548387,23.3
-2011-01-26,20.9,10.8,1.7096774193548387,23.3
-2011-01-27,20.9,10.8,1.7096774193548387,23.3
-2011-01-28,20.9,10.8,1.7096774193548387,23.3
-2011-01-29,20.9,10.8,1.7096774193548387,23.3
-2011-01-30,20.9,10.8,1.7096774193548387,23.3
-2011-01-31,20.9,10.8,1.7096774193548387,23.3
-2011-02-01,21.1,11.4,1.8928571428571428,19.8
-2011-02-02,21.1,11.4,1.8928571428571428,19.8
-2011-02-03,21.1,11.4,1.8928571428571428,19.8
-2011-02-04,21.1,11.4,1.8928571428571428,19.8
-2011-02-05,21.1,11.4,1.8928571428571428,19.8
-2011-02-06,21.1,11.4,1.8928571428571428,19.8
-2011-02-07,21.1,11.4,1.8928571428571428,19.8
-2011-02-08,21.1,11.4,1.8928571428571428,19.8
-2011-02-09,21.1,11.4,1.8928571428571428,19.8
-2011-02-10,21.1,11.4,1.8928571428571428,19.8
-2011-02-11,21.1,11.4,1.8928571428571428,19.8
-2011-02-12,21.1,11.4,1.8928571428571428,19.8
-2011-02-13,21.1,11.4,1.8928571428571428,19.8
-2011-02-14,21.1,11.4,1.8928571428571428,19.8
-2011-02-15,21.1,11.4,1.8928571428571428,19.8
-2011-02-16,21.1,11.4,1.8928571428571428,19.8
-2011-02-17,21.1,11.4,1.8928571428571428,19.8
-2011-02-18,21.1,11.4,1.8928571428571428,19.8
-2011-02-19,21.1,11.4,1.8928571428571428,19.8
-2011-02-20,21.1,11.4,1.8928571428571428,19.8
-2011-02-21,21.1,11.4,1.8928571428571428,19.8
-2011-02-22,21.1,11.4,1.8928571428571428,19.8
-2011-02-23,21.1,11.4,1.8928571428571428,19.8
-2011-02-24,21.1,11.4,1.8928571428571428,19.8
-2011-02-25,21.1,11.4,1.8928571428571428,19.8
-2011-02-26,21.1,11.4,1.8928571428571428,19.8
-2011-02-27,21.1,11.4,1.8928571428571428,19.8
-2011-02-28,21.1,11.4,1.8928571428571428,19.8
-2011-03-01,19.6,10.0,1.8709677419354838,14.2
-2011-03-02,19.6,10.0,1.8709677419354838,14.2
-2011-03-03,19.6,10.0,1.8709677419354838,14.2
-2011-03-04,19.6,10.0,1.8709677419354838,14.2
-2011-03-05,19.6,10.0,1.8709677419354838,14.2
-2011-03-06,19.6,10.0,1.8709677419354838,14.2
-2011-03-07,19.6,10.0,1.8709677419354838,14.2
-2011-03-08,19.6,10.0,1.8709677419354838,14.2
-2011-03-09,19.6,10.0,1.8709677419354838,14.2
-2011-03-10,19.6,10.0,1.8709677419354838,14.2
-2011-03-11,19.6,10.0,1.8709677419354838,14.2
-2011-03-12,19.6,10.0,1.8709677419354838,14.2
-2011-03-13,19.6,10.0,1.8709677419354838,14.2
-2011-03-14,19.6,10.0,1.8709677419354838,14.2
-2011-03-15,19.6,10.0,1.8709677419354838,14.2
-2011-03-16,19.6,10.0,1.8709677419354838,14.2
-2011-03-17,19.6,10.0,1.8709677419354838,14.2
-2011-03-18,19.6,10.0,1.8709677419354838,14.2
-2011-03-19,19.6,10.0,1.8709677419354838,14.2
-2011-03-20,19.6,10.0,1.8709677419354838,14.2
-2011-03-21,19.6,10.0,1.8709677419354838,14.2
-2011-03-22,19.6,10.0,1.8709677419354838,14.2
-2011-03-23,19.6,10.0,1.8709677419354838,14.2
-2011-03-24,19.6,10.0,1.8709677419354838,14.2
-2011-03-25,19.6,10.0,1.8709677419354838,14.2
-2011-03-26,19.6,10.0,1.8709677419354838,14.2
-2011-03-27,19.6,10.0,1.8709677419354838,14.2
-2011-03-28,19.6,10.0,1.8709677419354838,14.2
-2011-03-29,19.6,10.0,1.8709677419354838,14.2
-2011-03-30,19.6,10.0,1.8709677419354838,14.2
-2011-03-31,19.6,10.0,1.8709677419354838,14.2
-2011-04-01,17.4,8.5,1.5,9.5
-2011-04-02,17.4,8.5,1.5,9.5
-2011-04-03,17.4,8.5,1.5,9.5
-2011-04-04,17.4,8.5,1.5,9.5
-2011-04-05,17.4,8.5,1.5,9.5
-2011-04-06,17.4,8.5,1.5,9.5
-2011-04-07,17.4,8.5,1.5,9.5
-2011-04-08,17.4,8.5,1.5,9.5
-2011-04-09,17.4,8.5,1.5,9.5
-2011-04-10,17.4,8.5,1.5,9.5
-2011-04-11,17.4,8.5,1.5,9.5
-2011-04-12,17.4,8.5,1.5,9.5
-2011-04-13,17.4,8.5,1.5,9.5
-2011-04-14,17.4,8.5,1.5,9.5
-2011-04-15,17.4,8.5,1.5,9.5
-2011-04-16,17.4,8.5,1.5,9.5
-2011-04-17,17.4,8.5,1.5,9.5
-2011-04-18,17.4,8.5,1.5,9.5
-2011-04-19,17.4,8.5,1.5,9.5
-2011-04-20,17.4,8.5,1.5,9.5
-2011-04-21,17.4,8.5,1.5,9.5
-2011-04-22,17.4,8.5,1.5,9.5
-2011-04-23,17.4,8.5,1.5,9.5
-2011-04-24,17.4,8.5,1.5,9.5
-2011-04-25,17.4,8.5,1.5,9.5
-2011-04-26,17.4,8.5,1.5,9.5
-2011-04-27,17.4,8.5,1.5,9.5
-2011-04-28,17.4,8.5,1.5,9.5
-2011-04-29,17.4,8.5,1.5,9.5
-2011-04-30,17.4,8.5,1.5,9.5
-2011-05-01,14.3,6.4,1.4516129032258065,6.1
-2011-05-02,14.3,6.4,1.4516129032258065,6.1
-2011-05-03,14.3,6.4,1.4516129032258065,6.1
-2011-05-04,14.3,6.4,1.4516129032258065,6.1
-2011-05-05,14.3,6.4,1.4516129032258065,6.1
-2011-05-06,14.3,6.4,1.4516129032258065,6.1
-2011-05-07,14.3,6.4,1.4516129032258065,6.1
-2011-05-08,14.3,6.4,1.4516129032258065,6.1
-2011-05-09,14.3,6.4,1.4516129032258065,6.1
-2011-05-10,14.3,6.4,1.4516129032258065,6.1
-2011-05-11,14.3,6.4,1.4516129032258065,6.1
-2011-05-12,14.3,6.4,1.4516129032258065,6.1
-2011-05-13,14.3,6.4,1.4516129032258065,6.1
-2011-05-14,14.3,6.4,1.4516129032258065,6.1
-2011-05-15,14.3,6.4,1.4516129032258065,6.1
-2011-05-16,14.3,6.4,1.4516129032258065,6.1
-2011-05-17,14.3,6.4,1.4516129032258065,6.1
-2011-05-18,14.3,6.4,1.4516129032258065,6.1
-2011-05-19,14.3,6.4,1.4516129032258065,6.1
-2011-05-20,14.3,6.4,1.4516129032258065,6.1
-2011-05-21,14.3,6.4,1.4516129032258065,6.1
-2011-05-22,14.3,6.4,1.4516129032258065,6.1
-2011-05-23,14.3,6.4,1.4516129032258065,6.1
-2011-05-24,14.3,6.4,1.4516129032258065,6.1
-2011-05-25,14.3,6.4,1.4516129032258065,6.1
-2011-05-26,14.3,6.4,1.4516129032258065,6.1
-2011-05-27,14.3,6.4,1.4516129032258065,6.1
-2011-05-28,14.3,6.4,1.4516129032258065,6.1
-2011-05-29,14.3,6.4,1.4516129032258065,6.1
-2011-05-30,14.3,6.4,1.4516129032258065,6.1
-2011-05-31,14.3,6.4,1.4516129032258065,6.1
-2011-06-01,12.3,4.4,1.5,4.8
-2011-06-02,12.3,4.4,1.5,4.8
-2011-06-03,12.3,4.4,1.5,4.8
-2011-06-04,12.3,4.4,1.5,4.8
-2011-06-05,12.3,4.4,1.5,4.8
-2011-06-06,12.3,4.4,1.5,4.8
-2011-06-07,12.3,4.4,1.5,4.8
-2011-06-08,12.3,4.4,1.5,4.8
-2011-06-09,12.3,4.4,1.5,4.8
-2011-06-10,12.3,4.4,1.5,4.8
-2011-06-11,12.3,4.4,1.5,4.8
-2011-06-12,12.3,4.4,1.5,4.8
-2011-06-13,12.3,4.4,1.5,4.8
-2011-06-14,12.3,4.4,1.5,4.8
-2011-06-15,12.3,4.4,1.5,4.8
-2011-06-16,12.3,4.4,1.5,4.8
-2011-06-17,12.3,4.4,1.5,4.8
-2011-06-18,12.3,4.4,1.5,4.8
-2011-06-19,12.3,4.4,1.5,4.8
-2011-06-20,12.3,4.4,1.5,4.8
-2011-06-21,12.3,4.4,1.5,4.8
-2011-06-22,12.3,4.4,1.5,4.8
-2011-06-23,12.3,4.4,1.5,4.8
-2011-06-24,12.3,4.4,1.5,4.8
-2011-06-25,12.3,4.4,1.5,4.8
-2011-06-26,12.3,4.4,1.5,4.8
-2011-06-27,12.3,4.4,1.5,4.8
-2011-06-28,12.3,4.4,1.5,4.8
-2011-06-29,12.3,4.4,1.5,4.8
-2011-06-30,12.3,4.4,1.5,4.8
-2011-07-01,12.0,3.9,1.5161290322580645,5.4
-2011-07-02,12.0,3.9,1.5161290322580645,5.4
-2011-07-03,12.0,3.9,1.5161290322580645,5.4
-2011-07-04,12.0,3.9,1.5161290322580645,5.4
-2011-07-05,12.0,3.9,1.5161290322580645,5.4
-2011-07-06,12.0,3.9,1.5161290322580645,5.4
-2011-07-07,12.0,3.9,1.5161290322580645,5.4
-2011-07-08,12.0,3.9,1.5161290322580645,5.4
-2011-07-09,12.0,3.9,1.5161290322580645,5.4
-2011-07-10,12.0,3.9,1.5161290322580645,5.4
-2011-07-11,12.0,3.9,1.5161290322580645,5.4
-2011-07-12,12.0,3.9,1.5161290322580645,5.4
-2011-07-13,12.0,3.9,1.5161290322580645,5.4
-2011-07-14,12.0,3.9,1.5161290322580645,5.4
-2011-07-15,12.0,3.9,1.5161290322580645,5.4
-2011-07-16,12.0,3.9,1.5161290322580645,5.4
-2011-07-17,12.0,3.9,1.5161290322580645,5.4
-2011-07-18,12.0,3.9,1.5161290322580645,5.4
-2011-07-19,12.0,3.9,1.5161290322580645,5.4
-2011-07-20,12.0,3.9,1.5161290322580645,5.4
-2011-07-21,12.0,3.9,1.5161290322580645,5.4
-2011-07-22,12.0,3.9,1.5161290322580645,5.4
-2011-07-23,12.0,3.9,1.5161290322580645,5.4
-2011-07-24,12.0,3.9,1.5161290322580645,5.4
-2011-07-25,12.0,3.9,1.5161290322580645,5.4
-2011-07-26,12.0,3.9,1.5161290322580645,5.4
-2011-07-27,12.0,3.9,1.5161290322580645,5.4
-2011-07-28,12.0,3.9,1.5161290322580645,5.4
-2011-07-29,12.0,3.9,1.5161290322580645,5.4
-2011-07-30,12.0,3.9,1.5161290322580645,5.4
-2011-07-31,12.0,3.9,1.5161290322580645,5.4
-2011-08-01,12.8,4.4,1.4516129032258065,8.2
-2011-08-02,12.8,4.4,1.4516129032258065,8.2
-2011-08-03,12.8,4.4,1.4516129032258065,8.2
-2011-08-04,12.8,4.4,1.4516129032258065,8.2
-2011-08-05,12.8,4.4,1.4516129032258065,8.2
-2011-08-06,12.8,4.4,1.4516129032258065,8.2
-2011-08-07,12.8,4.4,1.4516129032258065,8.2
-2011-08-08,12.8,4.4,1.4516129032258065,8.2
-2011-08-09,12.8,4.4,1.4516129032258065,8.2
-2011-08-10,12.8,4.4,1.4516129032258065,8.2
-2011-08-11,12.8,4.4,1.4516129032258065,8.2
-2011-08-12,12.8,4.4,1.4516129032258065,8.2
-2011-08-13,12.8,4.4,1.4516129032258065,8.2
-2011-08-14,12.8,4.4,1.4516129032258065,8.2
-2011-08-15,12.8,4.4,1.4516129032258065,8.2
-2011-08-16,12.8,4.4,1.4516129032258065,8.2
-2011-08-17,12.8,4.4,1.4516129032258065,8.2
-2011-08-18,12.8,4.4,1.4516129032258065,8.2
-2011-08-19,12.8,4.4,1.4516129032258065,8.2
-2011-08-20,12.8,4.4,1.4516129032258065,8.2
-2011-08-21,12.8,4.4,1.4516129032258065,8.2
-2011-08-22,12.8,4.4,1.4516129032258065,8.2
-2011-08-23,12.8,4.4,1.4516129032258065,8.2
-2011-08-24,12.8,4.4,1.4516129032258065,8.2
-2011-08-25,12.8,4.4,1.4516129032258065,8.2
-2011-08-26,12.8,4.4,1.4516129032258065,8.2
-2011-08-27,12.8,4.4,1.4516129032258065,8.2
-2011-08-28,12.8,4.4,1.4516129032258065,8.2
-2011-08-29,12.8,4.4,1.4516129032258065,8.2
-2011-08-30,12.8,4.4,1.4516129032258065,8.2
-2011-08-31,12.8,4.4,1.4516129032258065,8.2
-2011-09-01,14.5,5.6,1.1333333333333333,12.8
-2011-09-02,14.5,5.6,1.1333333333333333,12.8
-2011-09-03,14.5,5.6,1.1333333333333333,12.8
-2011-09-04,14.5,5.6,1.1333333333333333,12.8
-2011-09-05,14.5,5.6,1.1333333333333333,12.8
-2011-09-06,14.5,5.6,1.1333333333333333,12.8
-2011-09-07,14.5,5.6,1.1333333333333333,12.8
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-2014-10-30,16.3,6.7,1.5161290322580645,17.2
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-2014-11-14,17.4,8.3,2.0,20.4
-2014-11-15,17.4,8.3,2.0,20.4
-2014-11-16,17.4,8.3,2.0,20.4
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-2014-11-20,17.4,8.3,2.0,20.4
-2014-11-21,17.4,8.3,2.0,20.4
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-2014-11-25,17.4,8.3,2.0,20.4
-2014-11-26,17.4,8.3,2.0,20.4
-2014-11-27,17.4,8.3,2.0,20.4
-2014-11-28,17.4,8.3,2.0,20.4
-2014-11-29,17.4,8.3,2.0,20.4
-2014-11-30,17.4,8.3,2.0,20.4
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-2014-12-02,18.9,9.6,1.935483870967742,22.4
-2014-12-03,18.9,9.6,1.935483870967742,22.4
-2014-12-04,18.9,9.6,1.935483870967742,22.4
-2014-12-05,18.9,9.6,1.935483870967742,22.4
-2014-12-06,18.9,9.6,1.935483870967742,22.4
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-2014-12-13,18.9,9.6,1.935483870967742,22.4
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-2014-12-17,18.9,9.6,1.935483870967742,22.4
-2014-12-18,18.9,9.6,1.935483870967742,22.4
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-2014-12-20,18.9,9.6,1.935483870967742,22.4
-2014-12-21,18.9,9.6,1.935483870967742,22.4
-2014-12-22,18.9,9.6,1.935483870967742,22.4
-2014-12-23,18.9,9.6,1.935483870967742,22.4
-2014-12-24,18.9,9.6,1.935483870967742,22.4
-2014-12-25,18.9,9.6,1.935483870967742,22.4
-2014-12-26,18.9,9.6,1.935483870967742,22.4
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-2014-12-29,18.9,9.6,1.935483870967742,22.4
-2014-12-30,18.9,9.6,1.935483870967742,22.4
-2014-12-31,18.9,9.6,1.935483870967742,22.4
-2015-01-01,20.9,10.8,1.7096774193548387,23.3
-2015-01-02,20.9,10.8,1.7096774193548387,23.3
-2015-01-03,20.9,10.8,1.7096774193548387,23.3
-2015-01-04,20.9,10.8,1.7096774193548387,23.3
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-2015-01-07,20.9,10.8,1.7096774193548387,23.3
-2015-01-08,20.9,10.8,1.7096774193548387,23.3
-2015-01-09,20.9,10.8,1.7096774193548387,23.3
-2015-01-10,20.9,10.8,1.7096774193548387,23.3
-2015-01-11,20.9,10.8,1.7096774193548387,23.3
-2015-01-12,20.9,10.8,1.7096774193548387,23.3
-2015-01-13,20.9,10.8,1.7096774193548387,23.3
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-2015-01-17,20.9,10.8,1.7096774193548387,23.3
-2015-01-18,20.9,10.8,1.7096774193548387,23.3
-2015-01-19,20.9,10.8,1.7096774193548387,23.3
-2015-01-20,20.9,10.8,1.7096774193548387,23.3
-2015-01-21,20.9,10.8,1.7096774193548387,23.3
-2015-01-22,20.9,10.8,1.7096774193548387,23.3
-2015-01-23,20.9,10.8,1.7096774193548387,23.3
-2015-01-24,20.9,10.8,1.7096774193548387,23.3
-2015-01-25,20.9,10.8,1.7096774193548387,23.3
-2015-01-26,20.9,10.8,1.7096774193548387,23.3
-2015-01-27,20.9,10.8,1.7096774193548387,23.3
-2015-01-28,20.9,10.8,1.7096774193548387,23.3
-2015-01-29,20.9,10.8,1.7096774193548387,23.3
-2015-01-30,20.9,10.8,1.7096774193548387,23.3
-2015-01-31,20.9,10.8,1.7096774193548387,23.3
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-2015-02-02,21.1,11.4,1.8928571428571428,19.8
-2015-02-03,21.1,11.4,1.8928571428571428,19.8
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-2015-02-09,21.1,11.4,1.8928571428571428,19.8
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-2015-02-11,21.1,11.4,1.8928571428571428,19.8
-2015-02-12,21.1,11.4,1.8928571428571428,19.8
-2015-02-13,21.1,11.4,1.8928571428571428,19.8
-2015-02-14,21.1,11.4,1.8928571428571428,19.8
-2015-02-15,21.1,11.4,1.8928571428571428,19.8
-2015-02-16,21.1,11.4,1.8928571428571428,19.8
-2015-02-17,21.1,11.4,1.8928571428571428,19.8
-2015-02-18,21.1,11.4,1.8928571428571428,19.8
-2015-02-19,21.1,11.4,1.8928571428571428,19.8
-2015-02-20,21.1,11.4,1.8928571428571428,19.8
-2015-02-21,21.1,11.4,1.8928571428571428,19.8
-2015-02-22,21.1,11.4,1.8928571428571428,19.8
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-2015-02-28,21.1,11.4,1.8928571428571428,19.8
-2015-03-01,19.6,10.0,1.8709677419354838,14.2
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-2015-03-03,19.6,10.0,1.8709677419354838,14.2
-2015-03-04,19.6,10.0,1.8709677419354838,14.2
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-2015-03-11,19.6,10.0,1.8709677419354838,14.2
-2015-03-12,19.6,10.0,1.8709677419354838,14.2
-2015-03-13,19.6,10.0,1.8709677419354838,14.2
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-2015-03-17,19.6,10.0,1.8709677419354838,14.2
-2015-03-18,19.6,10.0,1.8709677419354838,14.2
-2015-03-19,19.6,10.0,1.8709677419354838,14.2
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-2015-03-21,19.6,10.0,1.8709677419354838,14.2
-2015-03-22,19.6,10.0,1.8709677419354838,14.2
-2015-03-23,19.6,10.0,1.8709677419354838,14.2
-2015-03-24,19.6,10.0,1.8709677419354838,14.2
-2015-03-25,19.6,10.0,1.8709677419354838,14.2
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-2015-03-29,19.6,10.0,1.8709677419354838,14.2
-2015-03-30,19.6,10.0,1.8709677419354838,14.2
-2015-03-31,19.6,10.0,1.8709677419354838,14.2
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-2015-04-03,17.4,8.5,1.5,9.5
-2015-04-04,17.4,8.5,1.5,9.5
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-2015-04-09,17.4,8.5,1.5,9.5
-2015-04-10,17.4,8.5,1.5,9.5
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-2015-04-13,17.4,8.5,1.5,9.5
-2015-04-14,17.4,8.5,1.5,9.5
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-2015-04-21,17.4,8.5,1.5,9.5
-2015-04-22,17.4,8.5,1.5,9.5
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-2015-04-30,17.4,8.5,1.5,9.5
-2015-05-01,14.3,6.4,1.4516129032258065,6.1
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-2015-05-03,14.3,6.4,1.4516129032258065,6.1
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-2015-05-11,14.3,6.4,1.4516129032258065,6.1
-2015-05-12,14.3,6.4,1.4516129032258065,6.1
-2015-05-13,14.3,6.4,1.4516129032258065,6.1
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-2015-05-16,14.3,6.4,1.4516129032258065,6.1
-2015-05-17,14.3,6.4,1.4516129032258065,6.1
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-2015-05-19,14.3,6.4,1.4516129032258065,6.1
-2015-05-20,14.3,6.4,1.4516129032258065,6.1
-2015-05-21,14.3,6.4,1.4516129032258065,6.1
-2015-05-22,14.3,6.4,1.4516129032258065,6.1
-2015-05-23,14.3,6.4,1.4516129032258065,6.1
-2015-05-24,14.3,6.4,1.4516129032258065,6.1
-2015-05-25,14.3,6.4,1.4516129032258065,6.1
-2015-05-26,14.3,6.4,1.4516129032258065,6.1
-2015-05-27,14.3,6.4,1.4516129032258065,6.1
-2015-05-28,14.3,6.4,1.4516129032258065,6.1
-2015-05-29,14.3,6.4,1.4516129032258065,6.1
-2015-05-30,14.3,6.4,1.4516129032258065,6.1
-2015-05-31,14.3,6.4,1.4516129032258065,6.1
-2015-06-01,12.3,4.4,1.5,4.8
-2015-06-02,12.3,4.4,1.5,4.8
-2015-06-03,12.3,4.4,1.5,4.8
-2015-06-04,12.3,4.4,1.5,4.8
-2015-06-05,12.3,4.4,1.5,4.8
-2015-06-06,12.3,4.4,1.5,4.8
-2015-06-07,12.3,4.4,1.5,4.8
-2015-06-08,12.3,4.4,1.5,4.8
-2015-06-09,12.3,4.4,1.5,4.8
-2015-06-10,12.3,4.4,1.5,4.8
-2015-06-11,12.3,4.4,1.5,4.8
-2015-06-12,12.3,4.4,1.5,4.8
-2015-06-13,12.3,4.4,1.5,4.8
-2015-06-14,12.3,4.4,1.5,4.8
-2015-06-15,12.3,4.4,1.5,4.8
-2015-06-16,12.3,4.4,1.5,4.8
-2015-06-17,12.3,4.4,1.5,4.8
-2015-06-18,12.3,4.4,1.5,4.8
-2015-06-19,12.3,4.4,1.5,4.8
-2015-06-20,12.3,4.4,1.5,4.8
-2015-06-21,12.3,4.4,1.5,4.8
-2015-06-22,12.3,4.4,1.5,4.8
-2015-06-23,12.3,4.4,1.5,4.8
-2015-06-24,12.3,4.4,1.5,4.8
-2015-06-25,12.3,4.4,1.5,4.8
-2015-06-26,12.3,4.4,1.5,4.8
-2015-06-27,12.3,4.4,1.5,4.8
-2015-06-28,12.3,4.4,1.5,4.8
-2015-06-29,12.3,4.4,1.5,4.8
-2015-06-30,12.3,4.4,1.5,4.8
-2015-07-01,12.0,3.9,1.5161290322580645,5.4
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-2015-07-03,12.0,3.9,1.5161290322580645,5.4
-2015-07-04,12.0,3.9,1.5161290322580645,5.4
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-2015-07-06,12.0,3.9,1.5161290322580645,5.4
-2015-07-07,12.0,3.9,1.5161290322580645,5.4
-2015-07-08,12.0,3.9,1.5161290322580645,5.4
-2015-07-09,12.0,3.9,1.5161290322580645,5.4
-2015-07-10,12.0,3.9,1.5161290322580645,5.4
-2015-07-11,12.0,3.9,1.5161290322580645,5.4
-2015-07-12,12.0,3.9,1.5161290322580645,5.4
-2015-07-13,12.0,3.9,1.5161290322580645,5.4
-2015-07-14,12.0,3.9,1.5161290322580645,5.4
-2015-07-15,12.0,3.9,1.5161290322580645,5.4
-2015-07-16,12.0,3.9,1.5161290322580645,5.4
-2015-07-17,12.0,3.9,1.5161290322580645,5.4
-2015-07-18,12.0,3.9,1.5161290322580645,5.4
-2015-07-19,12.0,3.9,1.5161290322580645,5.4
-2015-07-20,12.0,3.9,1.5161290322580645,5.4
-2015-07-21,12.0,3.9,1.5161290322580645,5.4
-2015-07-22,12.0,3.9,1.5161290322580645,5.4
-2015-07-23,12.0,3.9,1.5161290322580645,5.4
-2015-07-24,12.0,3.9,1.5161290322580645,5.4
-2015-07-25,12.0,3.9,1.5161290322580645,5.4
-2015-07-26,12.0,3.9,1.5161290322580645,5.4
-2015-07-27,12.0,3.9,1.5161290322580645,5.4
-2015-07-28,12.0,3.9,1.5161290322580645,5.4
-2015-07-29,12.0,3.9,1.5161290322580645,5.4
-2015-07-30,12.0,3.9,1.5161290322580645,5.4
-2015-07-31,12.0,3.9,1.5161290322580645,5.4
-2015-08-01,12.8,4.4,1.4516129032258065,8.2
-2015-08-02,12.8,4.4,1.4516129032258065,8.2
-2015-08-03,12.8,4.4,1.4516129032258065,8.2
-2015-08-04,12.8,4.4,1.4516129032258065,8.2
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-2016-05-11,14.3,6.4,1.4516129032258065,6.1
-2016-05-12,14.3,6.4,1.4516129032258065,6.1
-2016-05-13,14.3,6.4,1.4516129032258065,6.1
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+2002,137,224.2,21.3,27.3,14.3,3,2002-05-17,13.3,13.3
+2002,138,95.8,12.5,17.7,8.0,11,2002-05-18,4.5,4.5
+2002,139,314.9,9.6,15.6,4.0,0,2002-05-19,1.6,1.6
+2002,140,284.6,10.1,15.6,4.3,0,2002-05-20,2.1,2.1
+2002,141,275.0,8.8,14.5,2.6,0,2002-05-21,0.8,0.8
+2002,142,320.0,11.6,20.1,1.4,0,2002-05-22,3.6,3.6
+2002,143,318.5,14.7,24.0,3.0,0,2002-05-23,6.7,6.7
+2002,144,295.7,20.1,29.5,7.1,0,2002-05-24,12.1,12.1
+2002,145,226.1,20.3,24.6,16.1,0,2002-05-25,12.3,12.3
+2002,146,183.2,20.2,27.8,15.5,0,2002-05-26,12.2,12.2
+2002,147,203.4,21.6,27.7,17.2,5,2002-05-27,13.6,13.6
+2002,148,205.6,21.4,28.0,15.9,0,2002-05-28,13.4,13.4
+2002,149,209.8,21.8,27.7,15.3,0,2002-05-29,13.8,13.8
+2002,150,255.4,21.7,29.0,13.8,0,2002-05-30,13.7,13.7
+2002,151,274.0,25.8,32.3,17.9,0,2002-05-31,17.8,17.8
+2002,152,299.5,25.9,31.9,17.9,0,2002-06-01,17.9,17.9
+2002,153,294.5,23.1,29.1,15.4,0,2002-06-02,15.1,15.1
+2002,154,303.9,20.2,26.1,11.4,0,2002-06-03,12.2,12.2
+2002,155,268.1,22.8,28.7,16.8,0,2002-06-04,14.8,14.8
+2002,156,212.9,25.8,32.8,19.0,1,2002-06-05,17.8,17.8
+2002,157,192.4,23.5,32.4,17.8,6,2002-06-06,15.5,15.5
+2002,158,206.1,18.4,22.4,12.6,0,2002-06-07,10.4,10.4
+2002,159,242.1,17.5,24.3,11.3,0,2002-06-08,9.5,9.5
+2002,160,291.3,20.9,30.1,11.2,0,2002-06-09,12.9,12.9
+2002,161,282.2,24.9,32.7,16.1,0,2002-06-10,16.9,16.9
+2002,162,259.6,26.9,34.3,18.8,0,2002-06-11,18.9,18.9
+2002,163,236.1,25.9,32.8,18.4,0,2002-06-12,17.9,17.9
+2002,164,54.0,20.7,26.0,17.7,9,2002-06-13,12.7,12.7
+2002,165,50.0,18.4,20.6,16.7,3,2002-06-14,10.4,10.4
+2002,166,245.2,19.9,25.4,14.5,4,2002-06-15,11.9,11.9
+2002,167,237.5,19.8,26.8,12.0,0,2002-06-16,11.8,11.8
+2002,168,290.9,20.4,27.4,12.1,0,2002-06-17,12.4,12.4
+2002,169,257.1,20.7,28.8,12.5,7,2002-06-18,12.7,12.7
+2002,170,219.8,20.8,27.0,15.4,7,2002-06-19,12.8,12.8
+2002,171,248.3,21.7,28.4,15.2,0,2002-06-20,13.7,13.7
+2002,172,312.8,21.7,29.3,14.1,0,2002-06-21,13.7,13.7
+2002,173,297.8,22.4,30.0,13.9,0,2002-06-22,14.4,14.4
+2002,174,286.9,23.8,31.7,14.7,0,2002-06-23,15.8,15.8
+2002,175,282.4,26.1,34.2,17.9,0,2002-06-24,18.1,18.1
+2002,176,263.0,27.8,35.3,19.6,0,2002-06-25,19.8,19.8
+2002,177,222.4,27.8,34.9,22.3,0,2002-06-26,19.8,19.8
+2002,178,223.6,26.8,33.4,22.0,6,2002-06-27,18.8,18.8
+2002,179,183.7,23.5,29.0,19.9,2,2002-06-28,15.5,15.5
+2002,180,258.6,24.1,30.9,17.6,0,2002-06-29,16.1,16.1
+2002,181,261.1,24.0,31.5,15.9,0,2002-06-30,16.0,16.0
+2002,182,243.2,25.8,33.2,18.0,0,2002-07-01,17.8,17.8
+2002,183,257.3,27.9,35.3,19.7,0,2002-07-02,19.9,19.9
+2002,184,276.8,29.2,36.0,22.4,0,2002-07-03,21.2,21.2
+2002,185,275.9,29.9,36.4,22.3,0,2002-07-04,21.9,21.9
+2002,186,302.5,28.2,32.0,22.1,0,2002-07-05,20.2,20.2
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+2002,188,191.3,20.8,27.5,13.2,0,2002-07-07,12.8,12.8
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+2002,191,146.8,24.9,29.0,21.4,0,2002-07-10,16.9,16.9
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+2002,204,267.3,28.4,35.1,22.2,5,2002-07-23,20.4,20.4
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+2002,207,77.5,20.0,21.6,16.9,12,2002-07-26,12.0,12.0
+2002,208,118.6,23.5,28.9,19.9,1,2002-07-27,15.5,15.5
+2002,209,243.5,28.1,35.0,21.9,0,2002-07-28,20.1,20.1
+2002,210,257.6,29.0,35.0,22.1,0,2002-07-29,21.0,21.0
+2002,211,256.6,27.9,33.1,21.9,0,2002-07-30,19.9,19.9
+2002,212,283.4,28.0,34.2,22.2,0,2002-07-31,20.0,20.0
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+2002,214,264.3,28.8,37.3,19.9,0,2002-08-02,20.8,20.8
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+2002,227,226.2,28.7,34.8,21.9,0,2002-08-15,20.7,20.7
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+2002,229,195.4,28.2,33.8,22.4,0,2002-08-17,20.2,20.2
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+2002,234,217.4,26.7,34.0,18.9,0,2002-08-22,18.7,18.7
+2002,235,168.0,27.1,31.4,23.3,0,2002-08-23,19.1,19.1
+2002,236,128.6,26.0,30.9,22.4,1,2002-08-24,18.0,18.0
+2002,237,229.4,25.4,31.1,20.4,0,2002-08-25,17.4,17.4
+2002,238,92.5,22.2,28.3,17.4,0,2002-08-26,14.2,14.2
+2002,239,129.3,23.9,29.7,17.4,0,2002-08-27,15.9,15.9
+2002,240,19.9,19.2,22.5,15.6,42,2002-08-28,11.2,11.2
+2002,241,65.7,17.7,21.1,15.3,3,2002-08-29,9.7,9.7
+2002,242,112.1,18.4,21.7,14.6,0,2002-08-30,10.4,10.4
+2002,243,126.7,19.9,25.2,15.2,1,2002-08-31,11.9,11.9
+2002,244,44.1,17.5,19.0,15.6,35,2002-09-01,9.5,9.5
+2002,245,146.1,19.3,24.0,14.6,0,2002-09-02,11.3,11.3
+2002,246,223.1,22.4,30.7,14.0,0,2002-09-03,14.4,14.4
+2002,247,226.6,24.9,31.7,18.2,0,2002-09-04,16.9,16.9
+2002,248,248.8,22.2,28.2,16.6,0,2002-09-05,14.2,14.2
+2002,249,244.8,20.3,26.8,15.0,0,2002-09-06,12.3,12.3
+2002,250,245.3,19.6,28.0,12.2,0,2002-09-07,11.6,11.6
+2002,251,204.7,19.8,29.6,13.3,0,2002-09-08,11.8,11.8
+2002,252,246.9,21.0,32.4,11.4,0,2002-09-09,13.0,13.0
+2002,253,232.0,23.8,32.8,15.3,0,2002-09-10,15.8,15.8
+2002,254,238.9,22.5,26.2,16.6,0,2002-09-11,14.5,14.5
+2002,255,240.7,17.5,25.4,9.0,0,2002-09-12,9.5,9.5
+2002,256,233.6,18.4,28.2,8.4,0,2002-09-13,10.4,10.4
+2002,257,106.7,21.3,27.3,14.3,1,2002-09-14,13.3,13.3
+2002,258,64.1,23.2,25.3,21.9,5,2002-09-15,15.2,15.2
+2002,259,147.8,23.4,29.8,18.2,1,2002-09-16,15.4,15.4
+2002,260,203.2,20.9,28.4,15.2,0,2002-09-17,12.9,12.9
+2002,261,192.0,20.5,28.4,14.1,0,2002-09-18,12.5,12.5
+2002,262,147.7,21.2,27.4,15.8,0,2002-09-19,13.2,13.2
+2002,263,157.4,22.8,29.2,16.5,0,2002-09-20,14.8,14.8
+2002,264,181.6,24.2,30.4,17.1,0,2002-09-21,16.2,16.2
+2002,265,161.8,23.7,29.7,18.6,0,2002-09-22,15.7,15.7
+2002,266,174.0,19.3,24.1,10.1,1,2002-09-23,11.3,11.3
+2002,267,215.9,16.3,25.5,7.8,0,2002-09-24,8.3,8.3
+2002,268,134.0,17.8,24.3,10.5,0,2002-09-25,9.8,9.8
+2002,269,32.0,17.5,19.3,15.7,26,2002-09-26,9.5,9.5
+2002,270,54.0,21.1,28.2,15.2,6,2002-09-27,13.1,13.1
+2002,271,205.7,20.2,25.4,13.2,0,2002-09-28,12.2,12.2
+2002,272,194.9,16.4,24.3,10.4,0,2002-09-29,8.4,8.4
+2002,273,143.1,17.9,24.0,12.2,0,2002-09-30,9.9,9.9