Satellite_ECVs/Land_Hydrology/satellite_satellite-lake-water-level_completeness_q02.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
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   "metadata": {},
   "source": [
    "# Completeness of data series"
   ]
  },
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   "id": "1",
   "metadata": {},
   "source": [
    "Production date: 28-Nov-2024\n",
    "\n",
    "Produced by: Camila Trigoso (VUB)"
   ]
  },
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    "tags": []
   },
   "source": [
    "## 🌍 Use case: Satellite water level data completeness for water resource management "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3",
   "metadata": {},
   "source": [
    "## ❓ Quality assessment question(s)\n",
    "* **Are satellite water level measurements sufficiently comprehensive in terms of time and spatial coverage and completeness to be used for water resource management analysis?**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4",
   "metadata": {
    "tags": []
   },
   "source": [
    "The [satellite-lake-water-level](https://cds.climate.copernicus.eu/datasets/satellite-lake-water-level?tab=overview) (C3S–LWL v5.0) dataset from the Climate Data Store (CDS) contains water level information for 251 lakes around the world. It measures water level using the geoid as a reference and covers many years of data. Knowing the fluctuations of water level over long periods can be very useful for understanding how it is affected by climate patterns, seasons, climate change, and more. This, in turn, has implications for water availability for ecosystems and people that rely on the lake.\n",
    "\n",
    "The objective of this study is to analyze the completeness of the satellite-lake-water-level dataset both temporally and spatially in the context of its usefulness for integrated water resources management (IWRM) applications. We will use Lake Titicaca as a case study. This lake is part of an endorheic hydrologic system—the Titicaca-Desaguadero-Poopó-Salar de Uyuni (TDPS)—on which a region of Peru and Bolivia depends for water."
   ]
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   "source": [
    "## 📢 Quality assessment statement\n",
    "\n",
    "```{admonition} These are the key outcomes of this assessment\n",
    ":class: note\n",
    "* The dataset's temporal completeness is sufficient, capturing seasonal fluctuations, the impacts of climate patterns, and extreme events like floods and droughts, making it useful for analysis and broad IWRM applications. \n",
    "\n",
    "* The temporal completeness for Lake Titicaca is sufficient for analysis, with a median time step of approximately one month from 1995 to 2019. From 2020 onward, the data is more complete, with a median time step of 12 days.\n",
    "\n",
    "* The dataset has a single value per timestamp using the geoid as a reference. This consistency in reference for measuring water levels over a long period makes it useful for IWRM applications. \n",
    "\n",
    "* Lake Titicaca is connected by a river to smaller lakes downstream. Once the LWL-S-v1.0 is available and data for these smaller lakes is included, a more complete analysis of the hydrological system will be possible.\n",
    "\n",
    "```"
   ]
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   "cell_type": "markdown",
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   "source": [
    "## 📋 Methodology\n",
    "\n",
    "The analysis and results are organised in the following steps, which are detailed in the sections below:\n",
    "\n",
    "**[](section-1)**\n",
    " * Download all available satellite-lake-water-level data for Lake Titicaca.\n",
    "\n",
    "**[](section-2)**\n",
    " * Calculate performance indicators related to temporal resolution: median timestep and max. timestep for different periods of time.\n",
    " * Analize temporal completeness for IWRM applications in the study case of Lake Titicaca.\n",
    "\n",
    "**[](section-3)**\n",
    " * Analize spatial completeness for IWRM applications in the study case of Lake Titicaca.\n",
    " "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7",
   "metadata": {},
   "source": [
    "## 📈 Analysis and results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8",
   "metadata": {
    "editable": true,
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   "source": [
    "(section-1)=\n",
    "### 1. Request and Download Data\n",
    "\n",
    "#### Import Packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "9",
   "metadata": {
    "editable": true,
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     "hide-input"
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   "source": [
    "from tabulate import tabulate\n",
    "import cartopy.crs as ccrs\n",
    "import matplotlib.cbook\n",
    "import pandas as pd\n",
    "import xarray as xr\n",
    "import warnings\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from c3s_eqc_automatic_quality_control import diagnostics, download, plot, utils\n",
    "import os\n",
    "import seaborn as sns\n",
    "os.environ[\"CDSAPI_RC\"] = os.path.expanduser(\"~/trigoso_camila/.cdsapirc\")\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "plt.style.use(\"seaborn-v0_8-notebook\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10",
   "metadata": {},
   "source": [
    "#### Set Data Request"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "11",
   "metadata": {},
   "outputs": [],
   "source": [
    "collection_id = \"satellite-lake-water-level\"\n",
    "request = {\n",
    "    \"variable\": \"all\",\n",
    "    \"region\": \"southern_america\",\n",
    "    \"lake\": \"titicaca\",\n",
    "    \"version\": \"version_4_0\",\n",
    "    \"format\": \"zip\",\n",
    "}\n",
    "varname = \"water_surface_height_above_reference_datum\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12",
   "metadata": {},
   "source": [
    "#### Download Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "13",
   "metadata": {},
   "outputs": [],
   "source": [
    "da = download.download_and_transform(collection_id, request)[varname].compute()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14",
   "metadata": {
    "editable": true,
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    "slideshow": {
     "slide_type": ""
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    "tags": []
   },
   "source": [
    "(section-2)=\n",
    "### 2. Temporal Resolution Completeness\n",
    "\n",
    "#### Performance Indicators\n",
    "The performance indicators related to temporal resolution were calculated for the Titicaca Lake and compared to the results of the same indicators in the Product Quality Assessment Report (PQAR) for the dataset [[1]](https://confluence.ecmwf.int/pages/viewpage.action?pageId=428248112)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "15",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
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    "tags": [
     "hide-input"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "All Data:\n",
      "Median Timestep (days): 28\n",
      "Max Timestep (days): 142\n",
      "Timeseries Duration (years): 28.5972602739726\n",
      "\n",
      "Subset 2014-2023:\n",
      "Median Timestep (days): 14\n",
      "Max Timestep (days): 93\n"
     ]
    }
   ],
   "source": [
    "# Calculate time differences\n",
    "time_diff = da.time.diff(dim=\"time\")  # Time differences remain in timedelta64[ns]\n",
    "median_timestep = time_diff.median().dt.days.item()  # Convert to days\n",
    "max_timestep = time_diff.max().dt.days.item()        # Convert to days\n",
    "timeseries_duration = (da.time[-1] - da.time[0]).dt.days.item()  # Total duration in days\n",
    "\n",
    "# Subset for 2014 to 2023\n",
    "subset_da = da.sel(time=slice(\"2014-01-01\", \"2023-12-31\"))\n",
    "if subset_da.size > 0:  # Ensure subset is not empty\n",
    "    subset_time_diff = subset_da.time.diff(dim=\"time\")\n",
    "    subset_median_timestep = subset_time_diff.median().dt.days.item()\n",
    "    subset_max_timestep = subset_time_diff.max().dt.days.item()\n",
    "    subset_timeseries_duration = (subset_da.time[-1] - subset_da.time[0]).dt.days.item()\n",
    "else:\n",
    "    subset_median_timestep = None\n",
    "    subset_max_timestep = None\n",
    "    subset_timeseries_duration = None\n",
    "\n",
    "# Print results\n",
    "print(\"All Data:\")\n",
    "print(f\"Median Timestep (days): {median_timestep}\")\n",
    "print(f\"Max Timestep (days): {max_timestep}\")\n",
    "print(f\"Timeseries Duration (years): {timeseries_duration/365}\")\n",
    "\n",
    "print(\"\\nSubset 2014-2023:\")\n",
    "print(f\"Median Timestep (days): {subset_median_timestep}\")\n",
    "print(f\"Max Timestep (days): {subset_max_timestep}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "16",
   "metadata": {},
   "source": [
    "The integer part of the results are the same as the ones presented in the Report. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "17",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Resample to monthly frequency and count non-NaN values\n",
    "monthly_counts = da.resample(time=\"M\").count()\n",
    "\n",
    "# Convert to Pandas for easier plotting\n",
    "monthly_counts_pd = monthly_counts.to_pandas()\n",
    "\n",
    "# Plot as bars\n",
    "plt.figure(figsize=(15, 6))\n",
    "monthly_counts_pd.plot(kind='bar', color='skyblue', width=0.8)\n",
    "plt.title(\"Number of Available Values Each Month\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.ylabel(\"Count of Available Values\")\n",
    "\n",
    "# Customize the x-axis labels to show only years\n",
    "xticks_positions = range(0, len(monthly_counts_pd), 12)  # Tick at the start of each year\n",
    "xticks_labels = monthly_counts_pd.index[::12].strftime('%Y')  # Format as year\n",
    "\n",
    "plt.xticks(ticks=xticks_positions, labels=xticks_labels, rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"values_per_month.png\", dpi=300)\n",
    "plt.show()"
   ]
  },
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JXZxyUROnnNTEKRc1ccpFTZyUNJSBFmPe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\n88/T6quvXvK8dsSIEQu8fV1dXaqvr8+uvbp27Zpee+211KdPn5L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eBLLbVU+uQnP5nuu+++csDu+Yatnu6///70y1/+Mu28885pm222SePGjUvbbLNN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\nn/wkXnvttahWq/H5z38+2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    }
   },
   "cell_type": "markdown",
   "id": "18",
   "metadata": {},
   "source": [
    "```{figure} attachment:674e26e5-762c-42ae-9ee4-a09e7195cc8e.png\n",
    "---\n",
    "height: 200px\n",
    "---\n",
    "Figure 1: Count of values available in the CDS water level dataset per month over time.\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "19",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Subset 1995-2019:\n",
      "Median Timestep (days): 31\n",
      "Max Timestep (days): 142\n",
      "\n",
      "Subset 2020-2023:\n",
      "Median Timestep (days): 12\n",
      "Max Timestep (days): 93\n"
     ]
    }
   ],
   "source": [
    "# Calculate time differences\n",
    "time_diff = da.time.diff(dim=\"time\")  # Time differences remain in timedelta64[ns]\n",
    "median_timestep = time_diff.median().dt.days.item()  # Convert to days\n",
    "max_timestep = time_diff.max().dt.days.item()        # Convert to days\n",
    "timeseries_duration = (da.time[-1] - da.time[0]).dt.days.item()  # Total duration in days\n",
    "\n",
    "# Subset for 2014 to 2023\n",
    "subset_da = da.sel(time=slice(\"1995-01-01\", \"2019-12-31\"))\n",
    "if subset_da.size > 0:  # Ensure subset is not empty\n",
    "    subset_time_diff = subset_da.time.diff(dim=\"time\")\n",
    "    subset_median_timestep = subset_time_diff.median().dt.days.item()\n",
    "    subset_max_timestep = subset_time_diff.max().dt.days.item()\n",
    "    subset_timeseries_duration = (subset_da.time[-1] - subset_da.time[0]).dt.days.item()\n",
    "else:\n",
    "    subset_median_timestep = None\n",
    "    subset_max_timestep = None\n",
    "    subset_timeseries_duration = None\n",
    "# Print results\n",
    "print(\"\\nSubset 1995-2019:\")\n",
    "print(f\"Median Timestep (days): {subset_median_timestep}\")\n",
    "print(f\"Max Timestep (days): {subset_max_timestep}\")\n",
    "\n",
    "# Subset for 2014 to 2023\n",
    "subset_da = da.sel(time=slice(\"2020-01-01\", \"2023-12-31\"))\n",
    "if subset_da.size > 0:  # Ensure subset is not empty\n",
    "    subset_time_diff = subset_da.time.diff(dim=\"time\")\n",
    "    subset_median_timestep = subset_time_diff.median().dt.days.item()\n",
    "    subset_max_timestep = subset_time_diff.max().dt.days.item()\n",
    "    subset_timeseries_duration = (subset_da.time[-1] - subset_da.time[0]).dt.days.item()\n",
    "else:\n",
    "    subset_median_timestep = None\n",
    "    subset_max_timestep = None\n",
    "    subset_timeseries_duration = None\n",
    "\n",
    "print(\"\\nSubset 2020-2023:\")\n",
    "print(f\"Median Timestep (days): {subset_median_timestep}\")\n",
    "print(f\"Max Timestep (days): {subset_max_timestep}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20",
   "metadata": {},
   "source": [
    "Figure 1 shows that for Lake Titicaca, from 1995 to 2019, there is approximately one measurement per month (median time step of 31 days). From 2020 onwards, the number of measurements per month increases to a median time step of 12 days.\n",
    "Figure 1 also shows that between 2010 and 2015, there are more empty spaces, with months that do not have recorded values."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21",
   "metadata": {
    "editable": true,
    "papermill": {
     "duration": 0.007051,
     "end_time": "2024-03-08T17:23:56.492658",
     "exception": false,
     "start_time": "2024-03-08T17:23:56.485607",
     "status": "completed"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Load Oceanic Niño Index (ONI) Data and Preprocessing\n",
    "The data was obtained from NOAA [[2]](https://origin.cpc.ncep.noaa.gov/products/analysis_monitoring/ensostuff/ONI_v5.php)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "22",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   Year  DJF  JFM  FMA  MAM  AMJ  MJJ  JJA  JAS  ASO  SON  OND  NDJ\n",
      "0  1951 -0.8 -0.5 -0.2  0.2  0.4  0.6  0.7  0.9  1.0  1.2  1.0  0.8\n",
      "1  1952  0.5  0.4  0.3  0.3  0.2  0.0 -0.1  0.0  0.2  0.1  0.0  0.1\n",
      "2  1953  0.4  0.6  0.6  0.7  0.8  0.8  0.7  0.7  0.8  0.8  0.8  0.8\n",
      "3  1954  0.8  0.5  0.0 -0.4 -0.5 -0.5 -0.6 -0.8 -0.9 -0.8 -0.7 -0.7\n",
      "4  1955 -0.7 -0.6 -0.7 -0.8 -0.8 -0.7 -0.7 -0.7 -1.1 -1.4 -1.7 -1.5\n"
     ]
    }
   ],
   "source": [
    "df_oni = pd.read_csv(\"/data/wp5/trigoso_camila/LakeWaterLevel/ONI_NOAA.csv\") \n",
    "print(df_oni.head()) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "23",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Year  Month        Category\n",
      "21  1998     12  Strong El Niño\n",
      "22  1999      1  Strong El Niño\n",
      "23  1999      2  Strong El Niño\n",
      "24  1999     12  Strong La Niña\n",
      "25  2000      1  Strong La Niña\n"
     ]
    }
   ],
   "source": [
    "# Reshape the data to long format\n",
    "oni_long = df_oni.melt(id_vars=[\"Year\"], \n",
    "                         var_name=\"Month\", \n",
    "                         value_name=\"ONI\")\n",
    "\n",
    "# Categorize the values based on ONI thresholds\n",
    "oni_long['Category'] = oni_long['ONI'].apply(lambda x: \"Strong El Niño\" if x >= 1.5 else (\"Strong La Niña\" if x <= -1.5 else \"Other\"))\n",
    "\n",
    "# Filter to keep only El Niño and La Niña\n",
    "events = oni_long[oni_long['Category'] != \"Other\"]\n",
    "\n",
    "season_to_months = {\n",
    "    'DJF': [12, 1, 2],\n",
    "    'JFM': [1, 2, 3],\n",
    "    'FMA': [2, 3, 4],\n",
    "    'MAM': [3, 4, 5],\n",
    "    'AMJ': [4, 5, 6],\n",
    "    'MJJ': [5, 6, 7],\n",
    "    'JJA': [6, 7, 8],\n",
    "    'JAS': [7, 8, 9],\n",
    "    'ASO': [8, 9, 10],\n",
    "    'SON': [9, 10, 11],\n",
    "    'OND': [10, 11, 12],\n",
    "    'NDJ': [11, 12, 1]\n",
    "}\n",
    "# Expand events to include start and end months\n",
    "def expand_season(row):\n",
    "    months = season_to_months[row['Month']]\n",
    "    year = row['Year']\n",
    "    ranges = []\n",
    "    for month in months:\n",
    "        if month == 12:  # Adjust year for December\n",
    "            ranges.append((year, month))\n",
    "        elif month == 1 or month == 2:  # Adjust year for Jan, Feb in DJF\n",
    "            ranges.append((year + 1, month))\n",
    "        else:\n",
    "            ranges.append((year, month))\n",
    "    return ranges\n",
    "\n",
    "# Expand events to include all months in the season\n",
    "events_expanded = []\n",
    "for _, row in events.iterrows():\n",
    "    for year, month in expand_season(row):\n",
    "        events_expanded.append({\n",
    "            \"Year\": year,\n",
    "            \"Month\": month,\n",
    "            \"Category\": row['Category']\n",
    "        })\n",
    "\n",
    "events_expanded = pd.DataFrame(events_expanded)\n",
    "common_years=[1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008,\n",
    " 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022,\n",
    " 2023]\n",
    "# Filter df_oni to include only the common years from da_df\n",
    "events_expanded = events_expanded[events_expanded['Year'].isin(common_years)]\n",
    "print(events_expanded.head()) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "24",
   "metadata": {},
   "source": [
    "#### Plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "25",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Compute quantiles\n",
    "da_qiles = da.quantile([0.01, 0.99])\n",
    "\n",
    "# Extract April and December data\n",
    "april_values = da.sel(time=da.time.dt.month == 4)\n",
    "december_values = da.sel(time=da.time.dt.month == 12)\n",
    "\n",
    "# Convert DataArray time coordinate to a pandas datetime index\n",
    "time_index = pd.to_datetime(da['time'].values)\n",
    "\n",
    "# Plot time series\n",
    "fig, ax = plt.subplots()\n",
    "fig.set_dpi(150)  # Set the display DPI for the figure\n",
    "da.plot(ax=ax)\n",
    "\n",
    "# Add quantile lines with consistent color but different line styles\n",
    "quantile_styles = [\"--\", \"-.\"]\n",
    "for qile, style in zip(da_qiles, quantile_styles):\n",
    "    ax.axhline(qile, color=\"black\", ls=style, linewidth=0.7, label=f\"Quantile {qile.coords['quantile'].item():.0%}\")\n",
    "\n",
    "# Convert Year and Month in events_expanded to datetime\n",
    "events_expanded['Start_Date'] = pd.to_datetime(events_expanded[['Year', 'Month']].assign(Day=1))\n",
    "events_expanded['End_Date'] = events_expanded['Start_Date'] + pd.offsets.MonthEnd()\n",
    "\n",
    "# Add shading for El Niño and La Niña periods\n",
    "for _, row in events_expanded.iterrows():\n",
    "    if row['Category'] == 'Strong El Niño':\n",
    "        ax.axvspan(row['Start_Date'], row['End_Date'], color='red', alpha=0.1, label=\"Strong El Niño period\")\n",
    "    elif row['Category'] == 'Strong La Niña':\n",
    "        ax.axvspan(row['Start_Date'], row['End_Date'], color='blue', alpha=0.1, label=\"Strong La Niña period\")\n",
    "\n",
    "# Add points for April and December with subtler colors\n",
    "plt.scatter(april_values.time, april_values, color=\"orange\", label=\"April values\")\n",
    "plt.scatter(december_values.time, december_values, color=\"lightblue\", label=\"December values\")\n",
    "\n",
    "# Remove duplicate labels in the legend\n",
    "handles, labels = ax.get_legend_handles_labels()\n",
    "unique_handles_labels = dict(zip(labels, handles))  # Remove duplicates by keeping the first occurrence\n",
    "ax.legend(unique_handles_labels.values(), unique_handles_labels.keys(), fontsize=9)\n",
    "\n",
    "# Add title and save plot\n",
    "plt.title(f\"Lake {request['lake'].title()} water level\")\n",
    "plt.savefig(\"Lake_water_level_plot.png\", dpi=300)  # Save with high DPI\n"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "id": "26",
   "metadata": {},
   "source": [
    "\n",
    "```{figure} attachment:bffde9d3-e628-45f5-ba97-2f3a78d5c728.png\n",
    "---\n",
    "height: 300px\n",
    "---\n",
    "Figure 2: Water level in the Titicaca Lake in the period 1995-2023 according to the CDS dataset.\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27",
   "metadata": {},
   "source": [
    "#### Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28",
   "metadata": {},
   "source": [
    "Figure 2 shows that the satellite-lake-water-level dataset captures the annual fluctuations between the dry and wet seasons. The lowest water levels typically occur in December, marking the end of the dry season, while the highest water levels are generally observed in April, coinciding with the end of the wet season. The water level of Lake Titicaca is also influenced by the El Niño–Southern Oscillation (ENSO), albeit with a lagged response. Strong La Niña events lead to increased precipitation and subsequently higher water levels after the lag, whereas El Niño events have the opposite effect, causing reduced precipitation and lower water levels. El Niño also leads to warmer temperatures in the region leading to more evaporation and therefore a decrease in water levels [[3]](https://sciforum.net/manuscripts/4845/manuscript.pdf). The dataset successfully captures these trends, which are important for understanding water availability downstream in the Hydrological System of Titicaca-Desaguadero-Poopó-Salar de Uyuni (TDPS). It also records significant events, such as the flood of 2003 and the strong El Niño that contributed to historically low lake levels in 2023-2024.\n",
    "\n",
    "The temporal completeness of the dataset makes it a valuable tool for informing Integrated Water Resources Management (IWRM) decisions. By capturing long-term trends and patterns, it provides a historical context for extreme events, insights into the impacts of climatic trends on the region, and critical information for agriculture in downstream areas that depend on rivers fed by Lake Titicaca."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29",
   "metadata": {},
   "source": [
    "(section-3)=\n",
    "### 3. Spatial Resolution Completeness"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "30",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Coordinates:\n",
      "  * time     (time) datetime64[ns] 3kB 1995-05-31T15:24:59.999427840 ... 2023...\n"
     ]
    }
   ],
   "source": [
    "print(da.coords)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31",
   "metadata": {},
   "source": [
    "The dataset contains only a time coordinate, with one water level value for Lake Titicaca at each timestamp. The water level is measured using the geoid as a reference. Lake Titicaca is shared by Bolivia and Peru. Each country has its own measurement stations, and both measure meters above mean sea level. However, they use slightly different references, leading to a difference of 1.276 meters in their reference points (Jigena, B., et al., 2023 [[4]](https://www.researchgate.net/publication/371900707_Monitoring_Variations_of_the_water_level_on_the_Titicaca_Lake_using_in-situ_acquired_data)). Therefore, it is valuable to have a long-term database with water levels measured from the same reference geoid level and using the same technique."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32",
   "metadata": {},
   "source": [
    "#### Analysis"
   ]
  },
  {
   "attachments": {
    "6f31f31f-3bb2-4a94-90b5-0eec2eef8e71.jpg": {
     "image/jpeg": 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lveBZpJ+fuLFnJ34K7sYGST0rp/itq9vofw48RXlzqTaSI7KUx3aT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    }
   },
   "cell_type": "markdown",
   "id": "33",
   "metadata": {},
   "source": [
    "```{figure} attachment:6f31f31f-3bb2-4a94-90b5-0eec2eef8e71.jpg\n",
    "---\n",
    "height: 200px\n",
    "---\n",
    "Figure 3: a) Lakes in the C3S – LWL dataset v5.0 located in South America (23 lakes). b) Lakes in the C3S – LWL-S dataset v1.0 located in South America (504 lakes). Obatined from the Product Quality Assesment Report[[1]](https://confluence.ecmwf.int/pages/viewpage.action?pageId=428248112)\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34",
   "metadata": {},
   "source": [
    "The CS3-LWL v5.0 contains information for mostly medium-sized and large lakes, while the C3S-LWL-S V1.0 also includes smaller lakes. Lake Titicaca (8,372 km²) is included in CS3-LWL v5.0, but Lake Uru Uru (214 km²) and Lake Poopó (3,191 km²) are not. These two smaller lakes will likely be covered by C3S-LWL-S V1.0 (see Figure 3), which would make this dataset a very useful tool for the comprehensive analysis of water resources in the region. These insights would be valuable for many aspects of the Integrated Water Resources Management (IWRM) of the system, such as irrigation, water quality, and ecology."
   ]
  },
  {
   "attachments": {
    "64b0bc52-f368-4367-ad83-1f5c8294b649.jpg": {
     "image/jpeg": 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YzhmUYYZxjGotFLZNW2fnfZ/edzR9eBWP4V8VWPjDSUvrF+OkkTfejbuCK1pI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\n9Vjim8lpEEUvzrs3HaeR6Yp9KAT0Ga2trc8DpYr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RwaFFvdTXs+kT/YdStQHntv8AljJk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G60scsp1MTNzqNyk92d5qeoWPijwJJdrI8djfW6urMpVtpIOMdQeK4ttB8IXzvHLpGqTq\nh3qZ5ZG6dgTXZ32itb+DbXToFQLDHEp8xiqgDGeR71hRnXFaaJpdNEL52p9pbO7tk7q+2ympOnhP\ndqOMrt6S5ekddD4zMqNOrirzpKSsldx5ustNdFv+JDFqGk6UkS2Sa7EFUhRFIzAc9CGBzWjdeKYZ\nra2glbVfMVsNJbR+UzZ/vcEYqAr4hsYkKnT42LZMkly3UdgN1RhfELOwf+y5iBhmF04IBxzjd/nN\nd0o0qjU5NO3VzV/vt+pzR56acYxav05Xb7r+XYu6Z4og0uRbSCz1KS2V2a4uboljGD/FnHIz+Vdm\nrB1DKQykZBHQ159Db65JcLEJtLVSSpZ5nfcp7Fd34V0Xh/U5Y7xtLuVt02xhrdrZiVIH3k56Efyz\nXlZhhYTXtKWslq9b3Xf19Onpr6GBrzpv2dTSL0WlrPt6Pz67b6bclwkMiq52hujHpTpt3kvsOGxw\nah1C1F1ble45GayPD2sNJql7pExzJbxpcRMepjYkEH/dYY/EV8u3Z2Z9FbS5wXjrwTL4y1qJ7e5F\njrUMQlsbpRt3lfvRsfXuD6GoPGHiBtJh8I2XiqaC41W2nW7uERcqyAYPPTOK6zxxdxeH7cak8qQt\nZzpNGXOM5OGX8Qf0qb4h/D+w+Jfh9VJEV2qeba3IAzkjgH/ZNckoO8lDc+gwmOT9lRxT/dq9nbVX\nVv8AwHW7X3HXWt1He2sNxE26KZFkRvVSMg/kaxvHDiPw3KXMvlefD5ogYq5j8wbwpHcjNYfwfuNc\nbwp9j12yltp7CQ20czjiZF4BH0xjP0rpfFN1PY+HNRurZI3nghaRFlXK5HtXsZdNvEUZJa80fLr3\n6HzOcYdUaWIoSlolJXWult/PTp8jhJLLwz5pjOnaqxmGx/3smBnjk1No9vpdrrVra6RZXVo0Syea\nbh2w0YGAADx1qz5evszq39luBw0n2pwQPXG70q14Turxri5nvYIFtQhjhmjLlpTnqAxPy19liK0l\nhqkpVHJWtrUvq1ZadfJb6XPj6VCHt6cY01F3W0LOyd3qtvN7a26l6ilbG446Ulfnp90KBuIA615v\nqHxGf/hPLqzSWBfD+nRf6bJIgbc/oPfPFdtrmtWWi2qm8v49O+0t5EU0nZyDjisTwP4AtvCulXUF\ny8ep3F3KZZppEyH5+Xg1jPmk1GJ6+F9jRoVK1ZXk1aKtpru77e6vxZr6T4p03WraKaGfyhIu5UnU\nxtj6Gus8ByJJ8dvh4UdXA8M+KASpz/y96FUXl6frVqlre2tvOFGFikQEAf7Pp+FS+A9CsPD/AMeP\nh/b6dbLawN4a8USGNSSNxu9BBPJ9hX0+Qcyxiv2Z89imuQ3PBP8AyNnxw/7Hi3/9R/SK3rm2ivLe\nSCeNZYZBtdG6EelYPgn/AJGz44f9jxb/APqP6RXR1+jttO6OGKUo2exzP/Cu9FVpWRb2LzGDFI72\nVUyOmBngCjUPhzoOpXMc8sF1HJGBt8i8ljHByCQG5Oa6auL1jVNZ1zxFeaTpF8uk2mnbBd3QiWSW\nSR1DiNQ3CqFZTuHOTivLzfiCjkOElmGNquMI6X1b10SS63OeGVYSs/ZKjF38kX7n4d6FdRW8bw3S\niDO1o7yVWbOOWO7npSN8OdBayktWguWjkfezm8l8zPf5t3Sqfh/V9X07xT/YOsXaanHdWz3djeLE\nI5AIyiyxyBeDgyIQ3U7mz0rsq0ynPaedYOnj8DVcqctnqtnrp0adxVMpwlOcozoxvs9Ftb/Irabp\n8Gk6fb2VspS3gTZGpOcD61ZorxvxFrvinx98ZtV8D6B4im8I6boGlQahe31tbRyz3M07MsaKXBCo\noXJ456V6F3JttnWlGnFRirJaJHslFfPPjj4xeLfhBoN5/b0sPiHxZo/g1tZubGzt1hs7hlupYhcE\n/eU4UZQHHHFdkn7QWkWNjrj67p15od7o+kW+sXFrPhjLDLwvl4+8d/y49aOV2uJVFex6pRVTSb46\nppdnemCS2+0wpMIZfvoGAIB9+at1JoFFFFABRRRQAUUUUAFFFFABSN900tI33TQAni3/AJDC/wDX\nvF/6DWNWz4t/5DC/9e8X/oNY1fnOO/3mp6s8WfxMKo6stn5KveRJKEbcisM/N2q9XH6teveXbbgV\nCHaEPauFhFXZFfX0l9NvfgDhVHQCq9FFSbiqxRgynBHQ1Z/t68tz/wAey3kfor7HH58GqtFTKPMb\n0qsqTujhPip4Nb40abYaX4lmGi+Fre9S5urVbny/tir0jmbIGwnHGcGtXx58GfAfxSsNOtWvP7Oa\nwh+yW0/hvVRayLAeDATE3zIf7prsNf8AC2geIvDN1ZeILG2vdIki33Md2MxlQMkt7DrXzz4Jv/2a\nZvGtmNB0+10nUoLhWsro2stvbSyqflMbn5WOfzrrw3Pye5KXu32V1r80eo5ObvNJXPfLPS7Lw5pN\nhomloIdM06BLaCMPu2qowAT3PrmnVnaT4Z0zw3cao2l2xtl1C7e9nXeW3Stjcwz0zjoK0a8qbTk2\nnc6o7BXOfELwyPFnhW6skt1uLv79spfYQ47g10deZfF28ubHWvDlxM00WiRTbriSEkENnv7Yrmqt\nKDuevldOdXGQVKXLJar1Svbpvsbum6LeWfhHQ5dXjW91PSXWcqw3HaDyvuQv6gV6pHdxXG1kkDbx\nuHr0zXLWd7b6jaxXVpMs9tIN0ciHgiplzuGDg54NXBcux5+InKrUlKas227bW+R26EX1uVb/AFi8\n/wCFcrq2PtWQc8VsXEw8P+H3klk2SspZ2b+HjJP4CuQt9Wsrq3e4ivIZoUUs7o4O0DqT6V8TwzGM\nZ4yWG0w7qPkXmvja/uuW3oXWTfLf4ra/ocv8VfFSeFvC8kiOV1CZgtrsOGVv7w+lWF8XeNLHwr4c\nl0vRF8Ry3FmslzdSSdGPTuOfWuP0vwdp/wATNe+2XfjX7V5ZcRW64WSPn5Qu7jFe4+H9Fj8OaLaa\nbFI8sdumwPJ94+5r6+HPUk5bI9itOhgaVKjKmpz1lLmTW+iXR6b+pw3g+1+IWseIItT8RXFrp+kq\njIdKjQMJARjkdjnHJzxXYtFpHgfQJjBbw2FhCC5ihXG5j2GOpNbFcp4meK81qKGWe6t/saCZGgVC\nCzZGSWI5wK9nL8LCpVSm24rV97f8HRbab2Pmc1zGpOm3TjGLdkklaN9dWuttXq7va6ORt/GHh/H2\neO8vbOFjwgsCRH3wDszV248TaHD5ZF/fLGw+Wf7IzKTjkYK9fwrbhZoLjc2r6hdL1KlISAPz4ovE\ncNGRrWqwp12jyznn3bivsZVcPKasnr/e/wDud/vufHRp4iMNWtP7v/3S33WOdh8ZaKmwjUr/AHY2\nHNgcquccjZ7Zpi+MNDku1CX2oJIW+99hJHseUrplWRJPN/tjUvLb5QjJFjpwev60rW8qMsg13UTg\nBvKURN15wQTT9rhbvR6+f/3IXs8Vb4lp/d/+6HMXXi/QszpJqF9KC/OdPyG/ApjFWNK8TaNDaXRs\nNS1CJ5PnMUNoyNx6ZXFbcm9wwOualEV6jbCCfYDNWgzT25VNR1GN1HMkaxqfqQDiiVagociTtp9r\nT5r2YRo1pTcm1ezt7uvyftDk9a8XaHr2l3Fhq9zcalC6/uz9jkgeNwcgFo1Gc9Kr+FfF3h/wpgW+\nmWFnCv3/ALDY3HmseMEs4PvXUwrJJGYk1vVndmHz7YiQPzqfy5J4WxrV9FsXBkxEpYj8eT/jXNOl\nlvM5So6vre33Wpq3yNIyx/Koxq6Lyv8Afepr8zl7zxho+ozQ3Vzreqy/PuW3NmRGnPB2hKE8ZaFK\n0kR1O+RWJO46ef0OzNdJtkhUK+tak2D98xw8/jnpS27G3mfdq1/dD/ajhIH0OeK6vbYblsovTbVf\nh+6sYRo4iL+Ja76P8f3tzDu/EuiQsim/v0Rwdk32RnDjpwCvHT9ahj8baLGwYajfbmAVj9gPA9D8\nldBeK6zKRreqxLgEJ+7I/Mtmn/vFkMjatqWyQ4WNkiwPpzUKphuVXTfz/wDuf/ANXHE8ztJfd/8A\ndP8AgnNQ+MND+2pt1DUIW3Z3tYkqPf7nSiPxtolreQ3CXN1dzx3HyiWzKD5vlJB2jAwa6aS1mikB\n/t3UZSACUUROPxBNVp7ePUWitJ9X1GZLiQRNAVjG/J6HBJAHetYVcJKV5RbXXXp1/wCXa6ea9TCp\nTxcYtKST6aaX6f8ALx9fI7iZfL3r125Fee6CGuPi9qJJYJBo0RAzxl5Tx+lehMxZix6k5rLt/D9t\nbeI7rWoywurm2S2kXPy7VYkED15NfnUoyly+TPulJK5Fr/hHSfFElm+p2gujaSeZEGJ259x3/Gth\nVCqAoCqBgADgUUVpypNtIm72PJfiJ4i8Q+CfiBZa4ttfan4aS32S28TZRHIIJx27Hnjiu+8M+KdJ\n8faCb3T5DPZyAxypIuCpxyp/OttlEilWAZTwVIyDXnfxJ0XVtK0C2HhBksWtZ2u3soUCi5OcsP1J\nx3rH3qLc07rfzPaU8PmEKeGnFQmrR5r+61r8Stv5/eaGk6bc6bcSz3V558mSsMEKhYo4+g3f32x3\nq+8jSMWYlj6muZ8C+OLXxtpZmjXyL2H5bm1bqjeo9q6Suuvi54yftZv7lZf1/TPGjgP7Nbwzi009\nb6u/r+XS22gUtJXm/wAVviNN4ce30jSJ1j1WYh5Jsj9wmc8+5/l9a45zVOPNI78JhKmNqqjT37vZ\nJbt+SKawP8TviVJJNHIug6C2xY5AQJJc9wfUjP0Ar1WuY8LeK5vEdyEttJuTZrHmbVJIhEkkgAyQ\nvoa6eopWs5J3ubY7Euu4QS5YwVkvzfq3qUINatbjVLvT4pyl7a7d/GMFuVwfX2rpfAWotqPx4+Hx\nlXZcQ+GvFEUqgcbhd6Ecj2IIP41z/h/QLKy1DWGmPnjVXVmEvOMDG3Nbfw78O2Xhn47eALWxV1if\nw34olPmOXO43Wgg8n6Cvpcg5vrqv2Z4uK5fZ2XkdD4J/5Gz44f8AY8W//qP6RXR1zngn/kbPjh/2\nPFv/AOo/pFdHX6RLc4KfwhXIa14Z1W18QTa14fktTLeIiXtneFgkpQYWRWHR8YXnggCuvorysyyz\nCZxhZ4LHQ56ct16arbXc6ITlTlzQdmcl4b8N6qNdk1zXri2kvFha2tLWzDeVbRsQXO5uWZiqZ7DY\nMV1tFFVl2XYXKcLDB4KHJTjsl9/4sU5yqScpPVhXmvjX4Q3us+Nk8X+GPFd34P8AED2P9m3csFsl\nxFdQBtyb43IG9CTtb3r0qsOPxnpU3jOfwqs0n9tQWS6i8JiYIIGcoG34253AjGc16RlK3U841X9m\nrTta0+6tr3xDqd3JdeE5PCs9zcbXlkV55J2uCx/j3yn5emAKw/iB8A9T8c+MvhTLql1/aMWgpMNa\n1KJFt1vIU2NBA0QJyPMXd+HvXtuteJNK8Oaa+o6pqNrp9gkiQtc3EoWMO7hEUk9yzKAPUir3nxEo\nPMTLjKjcMsPUetVzMnlj0JDzRTTIgOCyg+maRZUZSwdSq9WBGB+NSaD6Ko3muadp82nxXV9b28mo\nTfZ7RZJADPJgttT1OATx6VDofiK08QafLe24nggjnkt2+2QtAdyMVbhwCRkHB6EcigV0alFNaRUX\nczKq4zuJwMetI8qRqGd1VW6FiADQO4+isKz8aaVfeNtT8JxSyHW9OsodQuITEwRYZWKoQ+NpJIPA\nORW7QAUUUUAFI33TS0jfdNACeLf+Qwv/AF7xf+g1jVs+Lf8AkML/ANe8X/oNY1fnOO/3mp6s8Wfx\nMKzNU0OK/LSofKuCAN+ODjsRWnRXESnY4LUv+JS+26BQ9sAnP0qtFcXN3j7Jp1xcD+9t2ivQ5Ejd\nf3iqwXn5hnFZd/4git8pBiV/UdBU2NlO/Q5j7Jf2yhr2FIN/3EVtx/GlqW4upbqTfK5Y/wAqipFm\nprlmmpeFr6zkyUuLRojt68rjivlnVPiVew/Dq+8O698HvEsk9rAbWF49OXypgOFmUj7nY/yr37x9\nDrur3nhrRtG18eGo7wyNLei2Wd3ZFysQViBz1PfA4rxzQfiV8W/EGoXOjWOk+GRqMN1cQpNc3Usa\nusJCnK7OGfIIxnA6124WDUObRrfVtW3V/wAD2r6JGhoP7Q+jLo9ro5sNfh16G0EYOo6TNDE0ix5y\n0hG0Zx+Nem+IPF9l4V06CfUyYLuaJHSxXmVmYD5QPrx+FZtle3vxI+HMsV7bHTNTlV4LizaXesU8\nb4IDd1yuQfQg16N9istYa2vbi0glu4lyjyIrtET6H614+JvKtJU1y/O+t3fsdcGlFc2pixsZI0cq\nU3KG2sMEZHQ1Ff2FtqlnLaXcKz28ow8bjINael6NqeoTTNd2q2cW/wDdt5quWX1OOhznj6VtySad\noaiPy/Pl78An/wCtXyuOzyjhq31OhB1q38kei7yb0ivU6acJL378tuv+R5J4qtfE3htbCfwxbRTa\nRZx7JNNVDlvf3/Ctj4YePdM8d6obTy5LLULeMzzWc64ICkAkHuMkV3zeK1TiG2wPc4/lWDetBdSX\n0sVnb2lzewNbzXMKASlWBHX15zn6VwTqZ3jKdSlHDqjzKybmpNN6Xsl09dz1VicJUpcleN5raS0e\n+vN/N67mhr18upXRVCJYEyny8g+tcr4Yh0aC11OG6Sztp9Pla2M7YXdFjK59flIB+lec+JPhuPB2\njXepW/izU7W2hX5Ycnljwqj5uST7V0ngr4OWuteCLb/hJGuJby7nF7Id5EmCMKpJz25r3cDho4Gj\nSwdGGkFb/g+reoqtHBp+0WIum+kWmvvsvxPPvG2oeApdYVNOSeK53Hfe6adqA9iB3OfSvY/gtZ61\nB4QSfWb2e5Nw263juPvRxds/XrW3Z/DnwzYWcNtFolp5cLB1LpubcO5J5P8AKujGAAAMAcACvRp0\nZRnzy/AWYZmsRTWHpczgv5mm/wDgeiYVx3iv7OdYG3UnsbkRL5ieVvVlycdutdjXOapuh1i4uIr+\nwiIjSOWG6jLFSBkHI6cNnp6V9DlsuWrJ+X6rfR/lvY+Nx8eanFef6PbVa/Pa5yk2s29xI7prM8CK\nMFYbA4/HiibWra6hCjXLlSvCsLAnP14rXhu9ckmkb+0vDJtVGW8tJSVHqfkxTVvNfmIEGo+F22/e\n+WY5z0/g4r6bmiui09P/AJUfPatbvXyf/wAsKLajG0UUR1mcZCuhFlknPTPHsaZHqCSfP/blwQ7H\nDJZYI5AwTjgcfrWlc3XiCNdi6l4YilABZnWb0weNnTPfPep7e+1Ka/EZ1bQPsrD7sELtJnHoQBjP\nvUc6Ueay/D/5WafFLlu7/P8A+WGVPex6d5iT6y0xmJCt9j3svbsKqQ+JLKFZifEM7qvyOWs+FI68\n461v6lfanApS01Dw+Z16i4R1JPsAp/nXh2k32pa5oNn4QSW0jvZdVe51Vrm2miNviXcSzlMFSAuM\ne2K9LA4aOKg5y0SavttreX8PRK3zbRjXqexnaN/x+74/P5HrFlqUKtLLFrdxIqjdh7Ej5c49Oead\nJexiREXWpwG3Ptaxzu7eleYjxp4/1Twzrd8mp2trBosz2TXUVsM3cjyrukU7DlYoz2UfjjFX38Se\nOPEN4beLU4NNspr5o0vI4Sm23hiALjdGSBKxyDgknPArreWTUnzShpo9Vpon/wA+t7O/fdb6GP1h\ncqVpfc//AJP5fjsegG6jZUz4glVhz5c1sAWC8nCkdKguNat7hnmTWp7dOBti08hev0rm/h/feJry\n80t9Z1O1d7TTGkeTULIKGlkkIVS4XO5VAzjHXpXdw3euMskj6l4ZFuBjMaSnax6Z+SvNxFNYao4O\n0rdrW3/69630fzOn40rXV/Xtv8ehk3Ws2t1tK63cxnouLEnIHXt1q3JqUcjCNtXm3RneNtmccjIz\nx6VbS68QTlRBqHhdj904WZssen8FEt7rquqjU/DKbTliyy7ivfjZx3rl5o6RSWnp/wDKxpvWTb18\nn/8AJmfb3Qk2MNcuSH/jSzx155OO1VrpraO4tnfW5jeRyF4biG1O9c8FeB0NdFY3mpTXjpJq+g/Z\n8MUS2hd5Ce2QcDFR3l7qnmLHZ6l4dDjhvtEcgYn2Cqf50RrOM7JW+7Z/9w/vQ5U4yp3euvm9V/3E\n+5lrwj4gn1bULu3a6+228MYYStbmFg2cbT69+a6muX8Palft4gksb240+bbZGUiwDACQSIDu3Adm\n4/Guor5rMoqNe8YpJpPT89lv6HuZdJyotOTbTe/5atvT1CiiivLPUCszWh/qWzzyK06r31uLiAjH\nzLyKT2GtzyfxRJpPw1mm8Rw6U0s99KsVxJG2FjHdse9dlHeQS2aXYlUW7oJBIxwNpGc1T8TaKniH\nw/f6dIoIniKru7N/CfzrlfDHgG/bwZNoXia5W5hZlMSwPlolH8O7GD+tcnvRlZLQ9/8AcYnDRqVp\n2nF2e7bjpay/u/Il1n4uaRY3kFlpofWr2SVUMVpyFGeTnuaqal8P9K0PXrHXWRruW41u2eY3Z3bI\n3bay4PXls/gPSthrPwx8MdNa8jtY7QD5VYDfNK3ZQT3+mKh8P+FtX+Il9b6x4gWTS9EhkEtnpSnD\nykHKvJ+QOPy9axleXuy1f5CqYijSi4YPmjFq0m3rL5LRfL5nq/lqsflhQqAY2gYArAu7c29wU7dQ\nfauhqjqlr50O9Rl1/UV6DR4KZ5zD4zv9Xe5XRfDl5qUUErQm63KsRYehrvPhvcapc/Gv4bvrFoln\nff8ACL+KA0ccgcY+16Fg59cVUsbr+zlKwxIsZOSigKPrx3rd8LyLL8fvh2ynIPhbxP8A+lehV7fD\n8ZLGJylfRmWKa9nojQ8E/wDI2fHD/seLf/1H9Iro65zwT/yNnxw/7Hi3/wDUf0iujr9HnfW25w09\niP7RHnG79KT7RH/e/SpNo9B+VG0eg/Kvz36vxjfTE4f/AMF1P/kzv5sP2f3r/IYLiLu+PwNBuIh0\nfP4Gn7R6D8qNo9P0pfVuMb/7zh//AAXU/wDkw5sP2f3r/IFYMMjpXzl8cfCfiDV/F3xDuNLstT2X\nngy1sbe70/ckhl+3gssbqQQ4Qk8cgV9HV4z4z+M2s+Cfi5rWkR+HtQ8TaRaeGo9YeHT2RDbbZXEs\nhZup2AYUdcGvvsP7WNKKrNOdle2iv1t1tfY4almeR/FT4Ly2P/CyNM0fw5q134YSw8NapbWMNxcz\niS6jvG+2tEDIWaXyVXcoPYHrzVDxf4E17UviNqdzb2Xia2ilutLfwvJYaXcyvb2aRx/KJWnWOHaf\nMEiyAk85JyK9v1f9pzQ7eG9vNF0PVPE+labpNrrep39iyItnazxiWNtrcyN5Z3lV6Ct24+OmgQ/8\nJSYorm5i8P21ldzyRkbZo7pEeMp9BIM5966texjyx7niHir4T6rqHhv4xao2na3P4mvvEDQWFxHe\n3Ku1kTHu8hFk2oh+blQPrUnxA8Dat4Lk+JOkeGfDeqz+FLr+xRDbxTXdxHHlmF1OqiTzJNo2l0Vh\nur1DXP2k9P0XVtat08L6xfafodzb22p6pC8YitvOUFG2nlgMjOK5r40/tFanoul36eEdGv5IdP8A\nEFlot14h3R/Z45JJYxIgjPzEbWwWHQmhN32E1G255p4J+HF9aR+GLvxRoOuarp2mfEG4a2ZLS6t2\nh06SI+U4txMzRxebztLNjnJ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MGs7+wfi1/wBE+8H/APhfXX/ymo/sH4tf9E+8H/8AhfXX\n/wApqX9jYry+8PZSOa1qFtHuBGYpZg/KeWuc+1Qx+eYw09s9qW+6snUj1rq/7B+LX/RPvB//AIX1\n1/8AKaqt54Q+Kl+UMvw98IkrnGPH913/AO4NS/sXFeX3mqi+omkptswf7xzTtTYraNj6U+Dwr8Vb\neJY1+Hng8qvTPj+7z/6Z6Sfwp8VLiMo3w78H4Pp4/u//AJT1zyyPGO+33nqU60IxSZwPjfSbzxBo\no0+1l8lbiaOO4kzjbCW+c/l+ld5pOl2mi6bb2NjEsNpAgSNF6Y9ffPrWVrHwv+JetabcWM3gDwvH\nDOux2h+IV0rY7jP9jd60dL8E/FDR9NtrK3+HfhHybeMRpv8AiDds2B6k6P1rGPD+MU3Ky+//AIBu\n8VBxsXqzrxhHqVs/uM/nV3/hG/it/wBE78Hf+F/d/wDynqvceDfilcyKz/DzwhlemPH93/8AKanU\n4fxdSEoNKzVtyViIJ3OU+LCSXXjDwdarIyJNM8xCnGfLXdzXO+JIT4y8aaP4Zj+azt3GoakB02Kf\nkQ/U/wA69G1XwD8TtY1jTNSn+HnhEXGnhxCE+IF2FO4YO4f2NzxVHw38J/iJ4Vnvp7L4ceE2uL19\n8003xCu3Y46DP9jdK+byThPNcFl9PC4nlvHR2lfRbdDrqY2i5c0b/wDBNDVdetdJmt4ZWzPPkpGC\nAdo6sc9h+pNcvJax6rPLJqVwdV25KR+VmOLPoAeK2L74TfEDVNUuL+++GXg69mmVVCz+P7tkjAXb\nhR/Y3GeT9TmoJPgx44Mcyw/C3wbZtMMNJb/EC8Q/+mfH6V+lYfKvq8YqEmpNK7st+tne6S203PlK\n7xGIk3OMXFN2V3t0vpZt767fiZ8zWEdusEUFvcyv8kMAjJyx/E4rYmhT7SICFCYEZC9BxggVLoHw\nv+IfhuEJZfDLwWsmMGdvHt15jfU/2NVv/hBfih5m8/D3wiWzn/koF3/8pq4cdlWJrNQpapN6t7/L\np+Z3YKTpLnq6NpaLp8+v5HFeB5vsPwahkgXyJTFJBujT5g7SmIN7kEj8qtLp+kxxqVhtSOPl2ZYn\n1xurf0f4Y/EjRfD40aP4deEprLc7ETfEG7LHc5c8jRh3NVT8F/GRRV/4VJ4FAU5GPHt2D+f9j1pl\n+WV8Nh1SqOzv9m2qsvNbWf3mWNUq1d1aaTVvtX0d3rs97r7jPWx0uyuC0dvDayEZJeIqT+bUmpad\npuyKT7DbTylSYl8v757AHPc1pzfB3xtcSF5vhR4JmfG3dJ4/vGOPx0ekl+DvjmREC/C3wXC0bK8b\nx+P7vKFWDDbnRzjkV3xwVXmjJzl+H/yVzklTqcskoR8t/wD5GxFpfgO1QSXV6oa+nQgomRFCSOir\n7friqMnhuGxuHF7YWjKoDRXqqQH68MM/K1dq3h34rsxJ+Hfg7JOf+R+u/wD5T1n618P/AIl+ILVL\na9+G/g6aBZVl8s+P7vBYAgZ/4k3Tk1yUsPmcqjdeS5X2e3pt6W2+ZvUwuHjTXsI6rv19d/W+/bTQ\n5r+y9JmjcNZwzBP4kiLKPqd1WI7WwuYGi8q3mRR93ZnA/Orq/B/xvGJQnwp8ExrJ99U+IF4ob6ga\nPSRfBvxrDu8v4TeB49wwdvj68Gf/ACj11PA1X9uX4f8AyRlGnUX2Ieer/wDkTJtNJ0m6HkRWts0b\nMGZfKPP/AI9Uv2HSHhIe2ikQBkRRGev/AH104FaEfwb8awyF4/hP4IiZjkmPx/eL/LR6G+DXjRmD\nH4TeCARkjb4/vBjPXpo/eqeCqt39pL8P/kiY0qij8EL/AD/+RMsWGkR7Qlva7M/Kirk8+27rT47L\nTLG4cxwQ2rHqHiKkg+xatBvgv4ybb/xaTwKCuCCvj27BGOn/ADB6Wf4N+Nbp2eb4T+CJnYAFpPH9\n4xwDkcnR6X1Kq95y/D/5IPZVVqoQv8//AJEzdQ03SFuEea1tdxUMp8rqOv8Aep76ZpsMglNvbiaV\niNwjPzH860J/g341ulAm+E3geUDGN3j68OMdh/xJ+lOPwf8AHDLg/CnwSwByM+P7w4PqP+JPx+FC\nwVXlS55fh/8AJD9lPmb5Ifj/APImU2maKZAUtreN1GA7rgHHXB3VBdaTplxY3Gy0t2cKVjkaAtGr\nY6n5uRWxH8GPGceMfCXwOcZxu8fXhxk5PXR6cvwc8bJC8S/CjwSsTnLRr8QL0KT9P7Ip/U6q2qS/\nD/5In2VTrTh+P/yJ4Qvw7+Jlxp8kbap8P5IoUyw/sDJA4zg7qjsPBfxP0W3ubrTtQ8Cgon7wR6AM\nlQcnq3br+Fe9x/BzxrCHCfCbwOgk4cL4+vAGHof+JPyOOlEfwd8bQ7vL+E/giPccts8f3gz+Wj+9\na/V6lnGTbXayt/6UU6dZtSSin31uu1vdPMdO8G/GMrDe2XirwMvmJuSaHQcEg+hBrR/4R/48D/md\nvCP/AIJT/jXqth4L+J2l2cdra/DbwbBbxjCRr4/u8KPQf8SerH/CN/Fb/onfg7/wv7v/AOU9fPVM\npxjm+RRa6XSvb7j2oVlyrn3622ueRN4f+PBUg+NfCBBGMf2If8aw20T43A8+L/CY5xn+xj/jXvP/\nAAjfxW/6J34O/wDC/u//AJT1zepfCD4laprVvqU3gfw6GgkWRLeP4i3QhyDnlf7G5rF5TjukIfh/\nkaxrU+rZ5T/Yvxt/6G/wp/4Jj/jXO+NtJ+M62umxTeK/Csgmvo1RRpO3DZyD15FfRv8AwgXxP/6J\n74S/8OBdf/Kase6+DPxDv/EFpq918P8AwvcTWpzDDJ8Q7rykPrt/sbrUzyjHtWjCH3L/ACKjXpJ3\nbZxP/CP/AB4/6HXwh/4JT/jVKbwJ8aLmZ5ZvE/giWVzlnfQMk8Y5OfQCvav+Eb+K3/RO/B3/AIX9\n3/8AKej/AIRv4rf9E78Hf+F/d/8AynrT+ycctox/D/Iz9tDuzxL/AIV78Y/+hj8C/wDhP/8A160P\nDvg34oaXr1hcavrvg2fTI5QZ4rTRfJmZe+xux969cPhr4rEEf8K88Hj/ALn+7/8AlPVSXwN8UZs7\n/h94TbPBz8QLv/5TU3lWPataP4f5B7an5mhkNyvQ9KZ4b/5OC+Hn/Yr+J/8A0r0KquneDfinptnH\nbR/D7wlJHHwpk+IF2Wx6Z/satrwH4D8eyfFzQvEniTQfDvh/SNH0TVdOSPS/EM+qTzzXc+nyAkPY\n24RVWxbnLElxxXbleV4nC4hVatrWfUitVjKNkf/Z\n"
    }
   },
   "cell_type": "markdown",
   "id": "35",
   "metadata": {},
   "source": [
    "```{figure} attachment:64b0bc52-f368-4367-ad83-1f5c8294b649.jpg\n",
    "---\n",
    "height: 300px\n",
    "---\n",
    "Figure 4: Map of the Hydrologic System TDPS. Source:  Source: World Water Assessment Program (WWAP) by Association for Forest Development and Conservation (AFDC, 2002)[[[3]](https://sciforum.net/manuscripts/4845/manuscript.pdf)]\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36",
   "metadata": {
    "editable": true,
    "papermill": {
     "duration": 0.271597,
     "end_time": "2024-03-08T17:40:01.664067",
     "exception": false,
     "start_time": "2024-03-08T17:40:01.392470",
     "status": "completed"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## ℹ️ If you want to know more\n",
    "\n",
    "### Key resources\n",
    "\n",
    "Code libraries used:\n",
    "* [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control`,  prepared by [BOpen](https://www.bopen.eu/)\n",
    "\n",
    "### References\n",
    "\n",
    "[[1]](https://confluence.ecmwf.int/pages/viewpage.action?pageId=428248112) Calmattes, B., Calassou, G., & Taburet, N. (2024). LWL v5.0 and LWL-S v1.0: Product Quality Assessment Report (PQAR). ECMWF.\n",
    "\n",
    "[[2]](https://origin.cpc.ncep.noaa.gov/products/analysis_monitoring/ensostuff/ONI_v5.php) NOAA (2024). Cold & Warm Episodes by Season. National Weather Service Climate Prediction Center.\n",
    "\n",
    "[[3]](https://sciforum.net/manuscripts/4845/manuscript.pdf) Chuchón, E., & Pereira, A. (2017). Analysis of the variability of water levels of Titicaca Lake. The 1st International Electronic Conference on Hydrological Cycle (CHyCle-2017).\n",
    "\n",
    "[[4]](https://www.researchgate.net/publication/371900707_Monitoring_Variations_of_the_water_level_on_the_Titicaca_Lake_using_in-situ_acquired_data) Jigena, B., Romero, J., Muñoz-Pérez, J., & Howden, S. (2023). Monitoring Variations of the water level on the Titicaca Lake using in-situ acquired data. USHydro."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "37",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name: wp5\n",
      "channels:\n",
      "  - conda-forge\n",
      "dependencies:\n",
      "  - _libgcc_mutex=0.1=conda_forge\n",
      "  - _openmp_mutex=4.5=2_gnu\n",
      "  - accessible-pygments=0.0.5=pyhd8ed1ab_0\n",
      "  - affine=2.4.0=pyhd8ed1ab_0\n",
      "  - aiohttp=3.9.5=py311h459d7ec_0\n",
      "  - aiosignal=1.3.1=pyhd8ed1ab_0\n",
      "  - alabaster=0.7.16=pyhd8ed1ab_0\n",
      "  - alsa-lib=1.2.12=h4ab18f5_0\n",
      "  - annotated-types=0.7.0=pyhd8ed1ab_0\n",
      "  - ansicolors=1.1.8=pyhd8ed1ab_0\n",
      "  - antlr-python-runtime=4.11.1=pyhd8ed1ab_0\n",
      "  - anyio=4.6.0=pyhd8ed1ab_1\n",
      "  - argon2-cffi=23.1.0=pyhd8ed1ab_0\n",
      "  - argon2-cffi-bindings=21.2.0=py311h9ecbd09_5\n",
      "  - arrow=1.3.0=pyhd8ed1ab_0\n",
      "  - asciitree=0.3.3=py_2\n",
      "  - asttokens=2.4.1=pyhd8ed1ab_0\n",
      "  - async-lru=2.0.4=pyhd8ed1ab_0\n",
      "  - attrs=24.2.0=pyh71513ae_0\n",
      "  - aws-c-auth=0.7.31=h57bd9a3_0\n",
      "  - aws-c-cal=0.7.4=hfd43aa1_1\n",
      "  - aws-c-common=0.9.28=hb9d3cd8_0\n",
      "  - aws-c-compression=0.2.19=h756ea98_1\n",
      "  - aws-c-event-stream=0.4.3=h29ce20c_2\n",
      "  - aws-c-http=0.8.10=h5e77a74_0\n",
      "  - aws-c-io=0.14.18=h33ff4e5_10\n",
      "  - aws-c-mqtt=0.10.6=h02abb05_0\n",
      "  - aws-c-s3=0.6.6=h834ce55_0\n",
      "  - aws-c-sdkutils=0.1.19=h756ea98_3\n",
      "  - aws-checksums=0.1.20=h756ea98_0\n",
      "  - aws-crt-cpp=0.28.3=h469002c_5\n",
      "  - aws-sdk-cpp=1.11.407=h9f1560d_0\n",
      "  - azure-core-cpp=1.13.0=h935415a_0\n",
      "  - azure-identity-cpp=1.8.0=hd126650_2\n",
      "  - azure-storage-blobs-cpp=12.12.0=hd2e3451_0\n",
      "  - azure-storage-common-cpp=12.7.0=h10ac4d7_1\n",
      "  - azure-storage-files-datalake-cpp=12.11.0=h325d260_1\n",
      "  - babel=2.14.0=pyhd8ed1ab_0\n",
      "  - beautifulsoup4=4.12.3=pyha770c72_0\n",
      "  - bleach=6.1.0=pyhd8ed1ab_0\n",
      "  - blosc=1.21.6=hef167b5_0\n",
      "  - bokeh=3.5.2=pyhd8ed1ab_0\n",
      "  - bottleneck=1.4.0=py311h9f3472d_2\n",
      "  - branca=0.7.2=pyhd8ed1ab_0\n",
      "  - brotli=1.1.0=hb9d3cd8_2\n",
      "  - brotli-bin=1.1.0=hb9d3cd8_2\n",
      "  - brotli-python=1.1.0=py311hfdbb021_2\n",
      "  - bzip2=1.0.8=h4bc722e_7\n",
      "  - c-ares=1.33.1=heb4867d_0\n",
      "  - ca-certificates=2024.8.30=hbcca054_0\n",
      "  - cached-property=1.5.2=hd8ed1ab_1\n",
      "  - cached_property=1.5.2=pyha770c72_1\n",
      "  - cads-api-client=1.4.2=pyhd8ed1ab_0\n",
      "  - cairo=1.18.0=hebfffa5_3\n",
      "  - cartopy=0.23.0=py311h7db5c69_2\n",
      "  - cdsapi=0.7.3=pyhd8ed1ab_0\n",
      "  - certifi=2024.8.30=pyhd8ed1ab_0\n",
      "  - cf-units=3.2.0=py311h9f3472d_6\n",
      "  - cf_xarray=0.9.5=pyhd8ed1ab_1\n",
      "  - cffi=1.17.1=py311hf29c0ef_0\n",
      "  - cfgrib=0.9.14.1=pyhd8ed1ab_0\n",
      "  - cfitsio=4.4.1=hf8ad068_0\n",
      "  - cftime=1.6.4=py311h9f3472d_1\n",
      "  - charset-normalizer=3.3.2=pyhd8ed1ab_0\n",
      "  - click=8.1.7=unix_pyh707e725_0\n",
      "  - click-plugins=1.1.1=py_0\n",
      "  - cligj=0.7.2=pyhd8ed1ab_1\n",
      "  - cloudpickle=3.0.0=pyhd8ed1ab_0\n",
      "  - cmocean=4.0.3=pyhd8ed1ab_0\n",
      "  - colorama=0.4.6=pyhd8ed1ab_0\n",
      "  - colorspacious=1.1.2=pyh24bf2e0_0\n",
      "  - comm=0.2.2=pyhd8ed1ab_0\n",
      "  - contourpy=1.3.0=py311hd18a35c_2\n",
      "  - cycler=0.12.1=pyhd8ed1ab_0\n",
      "  - cytoolz=0.12.3=py311h459d7ec_0\n",
      "  - dask=2024.9.0=pyhd8ed1ab_0\n",
      "  - dask-core=2024.9.0=pyhd8ed1ab_0\n",
      "  - dask-expr=1.1.14=pyhd8ed1ab_0\n",
      "  - dbus=1.13.6=h5008d03_3\n",
      "  - debugpy=1.8.6=py311hfdbb021_0\n",
      "  - decorator=5.1.1=pyhd8ed1ab_0\n",
      "  - defusedxml=0.7.1=pyhd8ed1ab_0\n",
      "  - distributed=2024.9.0=pyhd8ed1ab_0\n",
      "  - docutils=0.20.1=py311h38be061_3\n",
      "  - double-conversion=3.3.0=h59595ed_0\n",
      "  - earthkit-data=0.10.4=pyhd8ed1ab_0\n",
      "  - entrypoints=0.4=pyhd8ed1ab_0\n",
      "  - esmf=8.6.1=nompi_h4441c20_3\n",
      "  - esmpy=8.6.1=pyhc1e730c_0\n",
      "  - exceptiongroup=1.2.2=pyhd8ed1ab_0\n",
      "  - executing=2.1.0=pyhd8ed1ab_0\n",
      "  - expat=2.6.3=h5888daf_0\n",
      "  - fasteners=0.17.3=pyhd8ed1ab_0\n",
      "  - filelock=3.16.1=pyhd8ed1ab_0\n",
      "  - findlibs=0.0.5=pyhd8ed1ab_0\n",
      "  - flox=0.9.12=pyhd8ed1ab_0\n",
      "  - fmt=11.0.2=h434a139_0\n",
      "  - folium=0.17.0=pyhd8ed1ab_0\n",
      "  - font-ttf-dejavu-sans-mono=2.37=hab24e00_0\n",
      "  - font-ttf-inconsolata=3.000=h77eed37_0\n",
      "  - font-ttf-source-code-pro=2.038=h77eed37_0\n",
      "  - font-ttf-ubuntu=0.83=h77eed37_2\n",
      "  - fontconfig=2.14.2=h14ed4e7_0\n",
      "  - fonts-conda-ecosystem=1=0\n",
      "  - fonts-conda-forge=1=0\n",
      "  - fonttools=4.54.1=py311h9ecbd09_0\n",
      "  - fqdn=1.5.1=pyhd8ed1ab_0\n",
      "  - freeglut=3.2.2=ha6d2627_3\n",
      "  - freetype=2.12.1=h267a509_2\n",
      "  - freexl=2.0.0=h743c826_0\n",
      "  - frozenlist=1.4.1=py311h9ecbd09_1\n",
      "  - fsspec=2024.9.0=pyhff2d567_0\n",
      "  - gdal=3.9.2=py311h5159542_4\n",
      "  - geopandas=1.0.1=pyhd8ed1ab_1\n",
      "  - geopandas-base=1.0.1=pyha770c72_1\n",
      "  - geos=3.12.2=he02047a_1\n",
      "  - geotiff=1.7.3=h77b800c_3\n",
      "  - gflags=2.2.2=h5888daf_1005\n",
      "  - giflib=5.2.2=hd590300_0\n",
      "  - glog=0.7.1=hbabe93e_0\n",
      "  - graphite2=1.3.13=h59595ed_1003\n",
      "  - greenlet=3.1.1=py311hfdbb021_0\n",
      "  - h11=0.14.0=pyhd8ed1ab_0\n",
      "  - h2=4.1.0=pyhd8ed1ab_0\n",
      "  - harfbuzz=9.0.0=hda332d3_1\n",
      "  - hdf4=4.2.15=h2a13503_7\n",
      "  - hdf5=1.14.3=nompi_hdf9ad27_105\n",
      "  - hpack=4.0.0=pyh9f0ad1d_0\n",
      "  - httpcore=1.0.5=pyhd8ed1ab_0\n",
      "  - httpx=0.27.2=pyhd8ed1ab_0\n",
      "  - hyperframe=6.0.1=pyhd8ed1ab_0\n",
      "  - icu=75.1=he02047a_0\n",
      "  - idna=3.10=pyhd8ed1ab_0\n",
      "  - imagesize=1.4.1=pyhd8ed1ab_0\n",
      "  - importlib-metadata=8.5.0=pyha770c72_0\n",
      "  - importlib_metadata=8.5.0=hd8ed1ab_0\n",
      "  - importlib_resources=6.4.5=pyhd8ed1ab_0\n",
      "  - ipykernel=6.29.5=pyh3099207_0\n",
      "  - ipython=8.27.0=pyh707e725_0\n",
      "  - isoduration=20.11.0=pyhd8ed1ab_0\n",
      "  - jasper=4.2.4=h536e39c_0\n",
      "  - jedi=0.19.1=pyhd8ed1ab_0\n",
      "  - jinja2=3.1.4=pyhd8ed1ab_0\n",
      "  - joblib=1.4.2=pyhd8ed1ab_0\n",
      "  - json-c=0.18=h6688a6e_0\n",
      "  - json5=0.9.25=pyhd8ed1ab_0\n",
      "  - jsonpointer=3.0.0=py311h38be061_1\n",
      "  - jsonschema=4.23.0=pyhd8ed1ab_0\n",
      "  - jsonschema-specifications=2023.12.1=pyhd8ed1ab_0\n",
      "  - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_0\n",
      "  - jupyter-book=1.0.2=pyhd8ed1ab_0\n",
      "  - jupyter-cache=1.0.0=pyhd8ed1ab_0\n",
      "  - jupyter-lsp=2.2.5=pyhd8ed1ab_0\n",
      "  - jupyter-server-proxy=4.4.0=pyhd8ed1ab_0\n",
      "  - jupyter_client=8.6.3=pyhd8ed1ab_0\n",
      "  - jupyter_core=5.7.2=pyh31011fe_1\n",
      "  - jupyter_events=0.10.0=pyhd8ed1ab_0\n",
      "  - jupyter_server=2.14.2=pyhd8ed1ab_0\n",
      "  - jupyter_server_terminals=0.5.3=pyhd8ed1ab_0\n",
      "  - jupyterlab=4.2.5=pyhd8ed1ab_0\n",
      "  - jupyterlab-myst=2.4.2=pyhd8ed1ab_0\n",
      "  - jupyterlab_pygments=0.3.0=pyhd8ed1ab_1\n",
      "  - jupyterlab_server=2.27.3=pyhd8ed1ab_0\n",
      "  - kealib=1.5.3=hf8d3e68_2\n",
      "  - keyutils=1.6.1=h166bdaf_0\n",
      "  - kiwisolver=1.4.7=py311hd18a35c_0\n",
      "  - krb5=1.21.3=h659f571_0\n",
      "  - latexcodec=2.0.1=pyh9f0ad1d_0\n",
      "  - lcms2=2.16=hb7c19ff_0\n",
      "  - ld_impl_linux-64=2.43=h712a8e2_1\n",
      "  - lerc=4.0.0=h27087fc_0\n",
      "  - libabseil=20240116.2=cxx17_he02047a_1\n",
      "  - libaec=1.1.3=h59595ed_0\n",
      "  - libarchive=3.7.4=hfca40fe_0\n",
      "  - libarrow=17.0.0=had3b6fe_16_cpu\n",
      "  - libarrow-acero=17.0.0=h5888daf_16_cpu\n",
      "  - libarrow-dataset=17.0.0=h5888daf_16_cpu\n",
      "  - libarrow-substrait=17.0.0=hf54134d_16_cpu\n",
      "  - libblas=3.9.0=24_linux64_openblas\n",
      "  - libbrotlicommon=1.1.0=hb9d3cd8_2\n",
      "  - libbrotlidec=1.1.0=hb9d3cd8_2\n",
      "  - libbrotlienc=1.1.0=hb9d3cd8_2\n",
      "  - libcblas=3.9.0=24_linux64_openblas\n",
      "  - libclang-cpp19.1=19.1.0=default_hb5137d0_0\n",
      "  - libclang13=19.1.0=default_h9c6a7e4_0\n",
      "  - libcrc32c=1.1.2=h9c3ff4c_0\n",
      "  - libcups=2.3.3=h4637d8d_4\n",
      "  - libcurl=8.10.1=hbbe4b11_0\n",
      "  - libdeflate=1.21=h4bc722e_0\n",
      "  - libdrm=2.4.123=hb9d3cd8_0\n",
      "  - libedit=3.1.20191231=he28a2e2_2\n",
      "  - libegl=1.7.0=ha4b6fd6_0\n",
      "  - libev=4.33=hd590300_2\n",
      "  - libevent=2.1.12=hf998b51_1\n",
      "  - libexpat=2.6.3=h5888daf_0\n",
      "  - libffi=3.4.2=h7f98852_5\n",
      "  - libgcc=14.1.0=h77fa898_1\n",
      "  - libgcc-ng=14.1.0=h69a702a_1\n",
      "  - libgdal=3.9.2=ha770c72_4\n",
      "  - libgdal-core=3.9.2=hb0d795b_4\n",
      "  - libgdal-fits=3.9.2=h2db6552_4\n",
      "  - libgdal-grib=3.9.2=hc3b29a1_4\n",
      "  - libgdal-hdf4=3.9.2=hd5ecb85_4\n",
      "  - libgdal-hdf5=3.9.2=h6283f77_4\n",
      "  - libgdal-jp2openjpeg=3.9.2=h1b2c38e_4\n",
      "  - libgdal-kea=3.9.2=h1df15e4_4\n",
      "  - libgdal-netcdf=3.9.2=hf2d2f32_4\n",
      "  - libgdal-pdf=3.9.2=h600f43f_4\n",
      "  - libgdal-pg=3.9.2=h151b34b_4\n",
      "  - libgdal-postgisraster=3.9.2=h151b34b_4\n",
      "  - libgdal-tiledb=3.9.2=h4a3bace_4\n",
      "  - libgdal-xls=3.9.2=h03c987c_4\n",
      "  - libgfortran=14.1.0=h69a702a_1\n",
      "  - libgfortran-ng=14.1.0=h69a702a_1\n",
      "  - libgfortran5=14.1.0=hc5f4f2c_1\n",
      "  - libgl=1.7.0=ha4b6fd6_0\n",
      "  - libglib=2.80.5=h2ff4ddf_0\n",
      "  - libglu=9.0.0=ha6d2627_1004\n",
      "  - libglvnd=1.7.0=ha4b6fd6_0\n",
      "  - libglx=1.7.0=ha4b6fd6_0\n",
      "  - libgomp=14.1.0=h77fa898_1\n",
      "  - libgoogle-cloud=2.29.0=h435de7b_0\n",
      "  - libgoogle-cloud-storage=2.29.0=h0121fbd_0\n",
      "  - libgrpc=1.62.2=h15f2491_0\n",
      "  - libiconv=1.17=hd590300_2\n",
      "  - libjpeg-turbo=3.0.0=hd590300_1\n",
      "  - libkml=1.3.0=hf539b9f_1021\n",
      "  - liblapack=3.9.0=24_linux64_openblas\n",
      "  - libllvm14=14.0.6=hcd5def8_4\n",
      "  - libllvm19=19.1.0=ha7bfdaf_0\n",
      "  - libnetcdf=4.9.2=nompi_h135f659_114\n",
      "  - libnghttp2=1.58.0=h47da74e_1\n",
      "  - libnsl=2.0.1=hd590300_0\n",
      "  - libopenblas=0.3.27=pthreads_hac2b453_1\n",
      "  - libopengl=1.7.0=ha4b6fd6_0\n",
      "  - libparquet=17.0.0=h39682fd_16_cpu\n",
      "  - libpciaccess=0.18=hd590300_0\n",
      "  - libpng=1.6.44=hadc24fc_0\n",
      "  - libpq=16.4=h2d7952a_1\n",
      "  - libprotobuf=4.25.3=hd5b35b9_1\n",
      "  - libre2-11=2023.09.01=h5a48ba9_2\n",
      "  - librttopo=1.1.0=hc670b87_16\n",
      "  - libsodium=1.0.20=h4ab18f5_0\n",
      "  - libspatialite=5.1.0=hfd1504b_10\n",
      "  - libsqlite=3.46.1=hadc24fc_0\n",
      "  - libssh2=1.11.0=h0841786_0\n",
      "  - libstdcxx=14.1.0=hc0a3c3a_1\n",
      "  - libstdcxx-ng=14.1.0=h4852527_1\n",
      "  - libthrift=0.20.0=h0e7cc3e_1\n",
      "  - libtiff=4.7.0=h6565414_0\n",
      "  - libudunits2=2.2.28=h40f5838_3\n",
      "  - libutf8proc=2.8.0=h166bdaf_0\n",
      "  - libuuid=2.38.1=h0b41bf4_0\n",
      "  - libwebp-base=1.4.0=hd590300_0\n",
      "  - libxcb=1.17.0=h8a09558_0\n",
      "  - libxcrypt=4.4.36=hd590300_1\n",
      "  - libxkbcommon=1.7.0=h2c5496b_1\n",
      "  - libxml2=2.12.7=he7c6b58_4\n",
      "  - libxslt=1.1.39=h76b75d6_0\n",
      "  - libzip=1.11.1=hf83b1b0_0\n",
      "  - libzlib=1.3.1=h4ab18f5_1\n",
      "  - linkify-it-py=2.0.3=pyhd8ed1ab_0\n",
      "  - llvmlite=0.43.0=py311h9c9ff8c_1\n",
      "  - locket=1.0.0=pyhd8ed1ab_0\n",
      "  - lru-dict=1.3.0=py311h9ecbd09_1\n",
      "  - lz4=4.3.3=py311h2cbdf9a_1\n",
      "  - lz4-c=1.9.4=hcb278e6_0\n",
      "  - lzo=2.10=hd590300_1001\n",
      "  - mapclassify=2.8.1=pyhd8ed1ab_0\n",
      "  - markdown=3.6=pyhd8ed1ab_0\n",
      "  - markdown-it-py=3.0.0=pyhd8ed1ab_0\n",
      "  - markupsafe=2.1.5=py311h9ecbd09_1\n",
      "  - matplotlib=3.9.2=py311h38be061_1\n",
      "  - matplotlib-base=3.9.2=py311h2b939e6_1\n",
      "  - matplotlib-inline=0.1.7=pyhd8ed1ab_0\n",
      "  - mdit-py-plugins=0.4.2=pyhd8ed1ab_0\n",
      "  - mdurl=0.1.2=pyhd8ed1ab_0\n",
      "  - minizip=4.0.7=h401b404_0\n",
      "  - mistune=3.0.2=pyhd8ed1ab_0\n",
      "  - msgpack-python=1.1.0=py311hd18a35c_0\n",
      "  - multidict=6.1.0=py311h9ecbd09_0\n",
      "  - multiurl=0.3.1=pyhd8ed1ab_0\n",
      "  - munkres=1.1.4=pyh9f0ad1d_0\n",
      "  - mysql-common=9.0.1=h266115a_1\n",
      "  - mysql-libs=9.0.1=he0572af_1\n",
      "  - myst-nb=1.1.2=pyhd8ed1ab_0\n",
      "  - myst-parser=2.0.0=pyhd8ed1ab_0\n",
      "  - nbclient=0.10.0=pyhd8ed1ab_0\n",
      "  - nbconvert=7.16.4=hd8ed1ab_1\n",
      "  - nbconvert-core=7.16.4=pyhd8ed1ab_1\n",
      "  - nbconvert-pandoc=7.16.4=hd8ed1ab_1\n",
      "  - nbformat=5.10.4=pyhd8ed1ab_0\n",
      "  - nc-time-axis=1.4.1=pyhd8ed1ab_0\n",
      "  - ncurses=6.5=he02047a_1\n",
      "  - nest-asyncio=1.6.0=pyhd8ed1ab_0\n",
      "  - netcdf-fortran=4.6.1=nompi_h22f9119_106\n",
      "  - netcdf4=1.7.1=nompi_py311hae66bec_102\n",
      "  - networkx=3.3=pyhd8ed1ab_1\n",
      "  - notebook-shim=0.2.4=pyhd8ed1ab_0\n",
      "  - nspr=4.35=h27087fc_0\n",
      "  - nss=3.104=hd34e28f_0\n",
      "  - numba=0.60.0=py311h4bc866e_0\n",
      "  - numcodecs=0.13.0=py311h044e617_0\n",
      "  - numpy=2.0.2=py311h71ddf71_0\n",
      "  - numpy_groupies=0.11.2=pyhd8ed1ab_0\n",
      "  - openjpeg=2.5.2=h488ebb8_0\n",
      "  - openssl=3.3.2=hb9d3cd8_0\n",
      "  - orc=2.0.2=h669347b_0\n",
      "  - overrides=7.7.0=pyhd8ed1ab_0\n",
      "  - packaging=24.1=pyhd8ed1ab_0\n",
      "  - pandas=2.2.3=py311h7db5c69_1\n",
      "  - pandoc=3.4=ha770c72_0\n",
      "  - pandocfilters=1.5.0=pyhd8ed1ab_0\n",
      "  - papermill=2.6.0=pyhd8ed1ab_0\n",
      "  - parso=0.8.4=pyhd8ed1ab_0\n",
      "  - partd=1.4.2=pyhd8ed1ab_0\n",
      "  - patsy=0.5.6=pyhd8ed1ab_0\n",
      "  - pcre2=10.44=hba22ea6_2\n",
      "  - pdbufr=0.11.0=pyhd8ed1ab_0\n",
      "  - pexpect=4.9.0=pyhd8ed1ab_0\n",
      "  - pickleshare=0.7.5=py_1003\n",
      "  - pillow=10.4.0=py311h4aec55e_1\n",
      "  - pip=24.2=pyh8b19718_1\n",
      "  - pixman=0.43.2=h59595ed_0\n",
      "  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1\n",
      "  - platformdirs=4.3.6=pyhd8ed1ab_0\n",
      "  - plotly=5.24.1=pyhd8ed1ab_0\n",
      "  - pooch=1.8.2=pyhd8ed1ab_0\n",
      "  - poppler=24.08.0=h47131b8_1\n",
      "  - poppler-data=0.4.12=hd8ed1ab_0\n",
      "  - postgresql=16.4=hb2eb5c0_1\n",
      "  - proj=9.5.0=h12925eb_0\n",
      "  - prometheus_client=0.21.0=pyhd8ed1ab_0\n",
      "  - prompt-toolkit=3.0.48=pyha770c72_0\n",
      "  - properscoring=0.1=py_0\n",
      "  - psutil=6.0.0=py311h9ecbd09_1\n",
      "  - pthread-stubs=0.4=hb9d3cd8_1002\n",
      "  - ptyprocess=0.7.0=pyhd3deb0d_0\n",
      "  - pure_eval=0.2.3=pyhd8ed1ab_0\n",
      "  - pwlf=2.2.1=py311h38be061_4\n",
      "  - pyarrow=17.0.0=py311hbd00459_1\n",
      "  - pyarrow-core=17.0.0=py311h4510849_1_cpu\n",
      "  - pyarrow-hotfix=0.6=pyhd8ed1ab_0\n",
      "  - pybtex=0.24.0=pyhd8ed1ab_2\n",
      "  - pybtex-docutils=1.0.3=py311h38be061_2\n",
      "  - pycparser=2.22=pyhd8ed1ab_0\n",
      "  - pydantic=2.9.2=pyhd8ed1ab_0\n",
      "  - pydantic-core=2.23.4=py311h9e33e62_0\n",
      "  - pydantic-settings=2.5.2=pyhd8ed1ab_0\n",
      "  - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0\n",
      "  - pydoe=0.3.8=py_1\n",
      "  - pygments=2.18.0=pyhd8ed1ab_0\n",
      "  - pyogrio=0.9.0=py311h35c0331_2\n",
      "  - pyparsing=3.1.4=pyhd8ed1ab_0\n",
      "  - pyproj=3.6.1=py311h0f98d5a_10\n",
      "  - pyshp=2.3.1=pyhd8ed1ab_0\n",
      "  - pyside6=6.7.2=py311h9053184_4\n",
      "  - pysocks=1.7.1=pyha2e5f31_6\n",
      "  - python=3.11.10=hc5c86c4_1_cpython\n",
      "  - python-dateutil=2.9.0=pyhd8ed1ab_0\n",
      "  - python-dotenv=1.0.1=pyhd8ed1ab_0\n",
      "  - python-fastjsonschema=2.20.0=pyhd8ed1ab_0\n",
      "  - python-json-logger=2.0.7=pyhd8ed1ab_0\n",
      "  - python-tzdata=2024.2=pyhd8ed1ab_0\n",
      "  - python_abi=3.11=5_cp311\n",
      "  - pytz=2024.1=pyhd8ed1ab_0\n",
      "  - pyyaml=6.0.2=py311h9ecbd09_1\n",
      "  - pyzmq=26.2.0=py311h7deb3e3_2\n",
      "  - qhull=2020.2=h434a139_5\n",
      "  - qt6-main=6.7.2=hadfd74e_5\n",
      "  - rasterio=1.3.11=py311hce1b398_2\n",
      "  - re2=2023.09.01=h7f4b329_2\n",
      "  - readline=8.2=h8228510_1\n",
      "  - referencing=0.35.1=pyhd8ed1ab_0\n",
      "  - regionmask=0.12.1=pyhd8ed1ab_0\n",
      "  - requests=2.32.3=pyhd8ed1ab_0\n",
      "  - rfc3339-validator=0.1.4=pyhd8ed1ab_0\n",
      "  - rfc3986-validator=0.1.1=pyh9f0ad1d_0\n",
      "  - rich=13.8.1=pyhd8ed1ab_0\n",
      "  - rioxarray=0.17.0=pyhd8ed1ab_0\n",
      "  - rpds-py=0.20.0=py311h9e33e62_1\n",
      "  - s2n=1.5.3=h7b32b05_0\n",
      "  - scikit-learn=1.5.2=py311h57cc02b_1\n",
      "  - scipy=1.14.1=py311he1f765f_0\n",
      "  - seaborn=0.13.2=hd8ed1ab_2\n",
      "  - seaborn-base=0.13.2=pyhd8ed1ab_2\n",
      "  - send2trash=1.8.3=pyh0d859eb_0\n",
      "  - setuptools=75.1.0=pyhd8ed1ab_0\n",
      "  - shapely=2.0.6=py311h9036bbf_1\n",
      "  - shellingham=1.5.4=pyhd8ed1ab_0\n",
      "  - simpervisor=1.0.0=pyhd8ed1ab_0\n",
      "  - six=1.16.0=pyh6c4a22f_0\n",
      "  - snappy=1.2.1=ha2e4443_0\n",
      "  - sniffio=1.3.1=pyhd8ed1ab_0\n",
      "  - snowballstemmer=2.2.0=pyhd8ed1ab_0\n",
      "  - snuggs=1.4.7=pyhd8ed1ab_1\n",
      "  - sortedcontainers=2.4.0=pyhd8ed1ab_0\n",
      "  - soupsieve=2.5=pyhd8ed1ab_1\n",
      "  - sparse=0.15.4=pyhd8ed1ab_0\n",
      "  - spdlog=1.14.1=hed91bc2_1\n",
      "  - sphinx=7.4.7=pyhd8ed1ab_0\n",
      "  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0\n",
      "  - sphinx-comments=0.0.3=pyh9f0ad1d_0\n",
      "  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0\n",
      "  - sphinx-design=0.6.1=pyhd8ed1ab_1\n",
      "  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0\n",
      "  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0\n",
      "  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0\n",
      "  - sphinx-thebe=0.3.1=pyhd8ed1ab_0\n",
      "  - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-bibtex=2.6.3=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-devhelp=2.0.0=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-htmlhelp=2.1.0=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_0\n",
      "  - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_0\n",
      "  - sqlalchemy=2.0.35=py311h9ecbd09_0\n",
      "  - sqlite=3.46.1=h9eae976_0\n",
      "  - stack_data=0.6.2=pyhd8ed1ab_0\n",
      "  - statsmodels=0.14.3=py311h9f3472d_1\n",
      "  - structlog=24.4.0=pyhd8ed1ab_0\n",
      "  - tabulate=0.9.0=pyhd8ed1ab_1\n",
      "  - tblib=3.0.0=pyhd8ed1ab_0\n",
      "  - tenacity=9.0.0=pyhd8ed1ab_0\n",
      "  - terminado=0.18.1=pyh0d859eb_0\n",
      "  - threadpoolctl=3.5.0=pyhc1e730c_0\n",
      "  - tiledb=2.26.1=h4c922dd_1\n",
      "  - tinycss2=1.3.0=pyhd8ed1ab_0\n",
      "  - tk=8.6.13=noxft_h4845f30_101\n",
      "  - toml=0.10.2=pyhd8ed1ab_0\n",
      "  - tomli=2.0.1=pyhd8ed1ab_0\n",
      "  - toolz=0.12.1=pyhd8ed1ab_0\n",
      "  - tornado=6.4.1=py311h9ecbd09_1\n",
      "  - tqdm=4.66.5=pyhd8ed1ab_0\n",
      "  - traitlets=5.14.3=pyhd8ed1ab_0\n",
      "  - typer=0.12.5=pyhd8ed1ab_0\n",
      "  - typer-slim=0.12.5=pyhd8ed1ab_0\n",
      "  - typer-slim-standard=0.12.5=hd8ed1ab_0\n",
      "  - types-python-dateutil=2.9.0.20240906=pyhd8ed1ab_0\n",
      "  - typing-extensions=4.12.2=hd8ed1ab_0\n",
      "  - typing_extensions=4.12.2=pyha770c72_0\n",
      "  - typing_utils=0.1.0=pyhd8ed1ab_0\n",
      "  - tzcode=2024b=hb9d3cd8_0\n",
      "  - tzdata=2024a=h8827d51_1\n",
      "  - uc-micro-py=1.0.3=pyhd8ed1ab_0\n",
      "  - udunits2=2.2.28=h40f5838_3\n",
      "  - uri-template=1.3.0=pyhd8ed1ab_0\n",
      "  - uriparser=0.9.8=hac33072_0\n",
      "  - urllib3=2.2.3=pyhd8ed1ab_0\n",
      "  - wayland=1.23.1=h3e06ad9_0\n",
      "  - wcwidth=0.2.13=pyhd8ed1ab_0\n",
      "  - webcolors=24.8.0=pyhd8ed1ab_0\n",
      "  - webencodings=0.5.1=pyhd8ed1ab_2\n",
      "  - websocket-client=1.8.0=pyhd8ed1ab_0\n",
      "  - wheel=0.44.0=pyhd8ed1ab_0\n",
      "  - xarray=2024.9.0=pyhd8ed1ab_0\n",
      "  - xarraymannkendall=1.4.5=pyhd8ed1ab_0\n",
      "  - xcb-util=0.4.1=hb711507_2\n",
      "  - xcb-util-cursor=0.1.5=hb9d3cd8_0\n",
      "  - xcb-util-image=0.4.0=hb711507_2\n",
      "  - xcb-util-keysyms=0.4.1=hb711507_0\n",
      "  - xcb-util-renderutil=0.3.10=hb711507_0\n",
      "  - xcb-util-wm=0.4.2=hb711507_0\n",
      "  - xerces-c=3.2.5=h666cd97_1\n",
      "  - xesmf=0.8.7=pyhd8ed1ab_0\n",
      "  - xhistogram=0.3.2=pyhd8ed1ab_0\n",
      "  - xkeyboard-config=2.42=h4ab18f5_0\n",
      "  - xorg-fixesproto=5.0=hb9d3cd8_1003\n",
      "  - xorg-inputproto=2.3.2=hb9d3cd8_1003\n",
      "  - xorg-kbproto=1.0.7=hb9d3cd8_1003\n",
      "  - xorg-libice=1.1.1=hd590300_0\n",
      "  - xorg-libsm=1.2.4=h7391055_0\n",
      "  - xorg-libx11=1.8.9=hb711507_1\n",
      "  - xorg-libxau=1.0.11=hb9d3cd8_1\n",
      "  - xorg-libxdmcp=1.1.3=hb9d3cd8_1\n",
      "  - xorg-libxext=1.3.4=h0b41bf4_2\n",
      "  - xorg-libxfixes=5.0.3=h7f98852_1004\n",
      "  - xorg-libxi=1.7.10=h4bc722e_1\n",
      "  - xorg-libxrender=0.9.11=hd590300_0\n",
      "  - xorg-libxtst=1.2.5=h4bc722e_0\n",
      "  - xorg-libxxf86vm=1.1.5=hb9d3cd8_2\n",
      "  - xorg-recordproto=1.14.2=hb9d3cd8_1003\n",
      "  - xorg-renderproto=0.11.1=hb9d3cd8_1003\n",
      "  - xorg-xextproto=7.3.0=hb9d3cd8_1004\n",
      "  - xorg-xproto=7.0.31=hb9d3cd8_1008\n",
      "  - xskillscore=0.0.26=pyhd8ed1ab_0\n",
      "  - xyzservices=2024.9.0=pyhd8ed1ab_0\n",
      "  - xz=5.2.6=h166bdaf_0\n",
      "  - yaml=0.2.5=h7f98852_2\n",
      "  - yarl=1.12.1=py311h9ecbd09_0\n",
      "  - zarr=2.18.3=pyhd8ed1ab_0\n",
      "  - zeromq=4.3.5=ha4adb4c_5\n",
      "  - zict=3.0.0=pyhd8ed1ab_0\n",
      "  - zipp=3.20.2=pyhd8ed1ab_0\n",
      "  - zlib=1.3.1=h4ab18f5_1\n",
      "  - zstandard=0.23.0=py311hbc35293_1\n",
      "  - zstd=1.5.6=ha6fb4c9_0\n",
      "  - pip:\n",
      "      - alembic==1.13.3\n",
      "      - c3s-eqc-automatic-quality-control==0.1.2.dev113+g12de045\n",
      "      - cacholote==1.4.0\n",
      "      - cgul==0.0.4\n",
      "      - earthkit-geo==0.2.0\n",
      "      - earthkit-meteo==0.1.1\n",
      "      - eccodes==2.38.0\n",
      "      - ecmwflibs==0.6.3\n",
      "      - kaleido==0.2.1\n",
      "      - mako==1.3.5\n",
      "      - pymannkendall==1.4.3\n",
      "      - sqlalchemy-utils==0.41.2\n",
      "prefix: /data/common/miniforge3/envs/wp5\n",
      "\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "conda env export"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.10"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 968.520731,
   "end_time": "2024-03-08T17:40:03.783430",
   "environment_variables": {},
   "exception": null,
   "input_path": "D520.3.2.3b.SEASONAL_multimodel-bias_v5.ipynb",
   "output_path": "output.ipynb",
   "parameters": {},
   "start_time": "2024-03-08T17:23:55.262699",
   "version": "2.4.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}