diff --git a/CHANGELOG.md b/CHANGELOG.md index 8c1401339..dd94a2063 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -12,6 +12,8 @@ Code freeze date: YYYY-MM-DD ### Added +- Add `osm-flex` package to CLIMADA core [#981](https://github.com/CLIMADA-project/climada_python/pull/981) +- `doc.tutorial.climada_entity_Exposures_osm.ipynb` tutorial explaining how to use `osm-flex`with CLIMADA - `climada.util.coordinates.bounding_box_global` function [#980](https://github.com/CLIMADA-project/climada_python/pull/980) - `climada.util.coordinates.bounding_box_from_countries` function [#980](https://github.com/CLIMADA-project/climada_python/pull/980) - `climada.util.coordinates.bounding_box_from_cardinal_bounds` function [#980](https://github.com/CLIMADA-project/climada_python/pull/980) diff --git a/doc/tutorial/climada_entity_Exposures_osm.ipynb b/doc/tutorial/climada_entity_Exposures_osm.ipynb new file mode 100644 index 000000000..baae15d04 --- /dev/null +++ b/doc/tutorial/climada_entity_Exposures_osm.ipynb @@ -0,0 +1,646 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# How to get exposure data from OpenStreetMap\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "[OpenStreetMap data](https://www.openstreetmap.org/) is a freely-accessible and valuable data source which can provide information on the geolocations of a variety of assets such as critical infrastructures, buildings, or ecosystems. Such data can then be used within the risk modelling chain of CLIMADA as exposures. In this tutorial we show how to retrieve exposure data by querying the [OpenStreetMap database](https://www.openstreetmap.org/) using the [osm-flex](https://osm-flex.readthedocs.io/en/latest/?badge=latest) python package." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Quick example\n", + "Here we provide a quick example of an impact calculation with CLIMADA and OpenStreetMap (OSM) data.\n", + "We use in this example main roads in Honduras as exposures, and historical tropical cyclones\n", + "as hazard. We load the OSM data using `osm-flex` and disaggregate the exposures, \n", + "compute the damages, and reaggregate the exposures to their original shape using the \n", + "function `calc_geom_impact` from the util module `lines_polys_handler`. \n", + "For more details on the `lines_polys_handler` module, please refer to the [documentation](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_Exposures_polygons_lines.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#! Do not copy this cell!\n", + "# This cell is only there to remove warnings and render the notebook more readable.\n", + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\")\n", + "from climada import CONFIG\n", + "import logging\n", + "from climada.util.config import LOGGER\n", + "\n", + "LOGGER.setLevel(logging.ERROR)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import osm_flex\n", + "import osm_flex.download\n", + "import osm_flex.extract\n", + "\n", + "osm_flex.enable_logs()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first step is to download a raw osm.pbf file (\"data dump\") for Honduras from geofabrik.de \n", + "and extract the layer of interest (here roads). See the set-up CLIMADA exposures from OpenStreetMap [section](#set-up-climada-exposures-from-openstreetmap) for more details." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:osm_flex.download:Skip existing file: /Users/user/osm/osm_bpf/honduras-latest.osm.pbf\n", + "INFO:osm_flex.extract:query is finished, lets start the loop\n", + "extract points: 0it [00:00, ?it/s]\n", + "INFO:osm_flex.extract:query is finished, lets start the loop\n", + "extract multipolygons: 0it [00:06, ?it/s]\n", + "INFO:osm_flex.extract:query is finished, lets start the loop\n", + "extract lines: 100%|██████████| 132099/132099 [00:06<00:00, 21926.39it/s]\n" + ] + } + ], + "source": [ + "# (checks if file honduras-latest.osm.pbf already exists)\n", + "# file is stored as defined in osm_flex.config.OSM_DATA_DIR unless specified otherwise\n", + "iso3 = \"HND\"\n", + "path_ctr_dump = osm_flex.download.get_country_geofabrik(iso3)\n", + "\n", + "# lets extract all roads from the Honduras file, via the wrapper\n", + "gdf_roads = osm_flex.extract.extract_cis(path_ctr_dump, \"road\")\n", + "\n", + "# set crs\n", + "gdf_roads = gdf_roads.to_crs(epsg=4326)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we set up the exposure, and select our hazard and vulnerability." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "from climada.util.api_client import Client\n", + "import climada.util.lines_polys_handler as u_lp\n", + "from climada.entity.impact_funcs import ImpactFuncSet\n", + "from climada.entity import ImpfTropCyclone\n", + "from climada.entity import Exposures\n", + "\n", + "# load observed tropical cyclones for Honduras from data API\n", + "haz = Client().get_hazard(\n", + " \"tropical_cyclone\", properties={\"country_iso3alpha\": iso3, \"event_type\": \"observed\"}\n", + ")\n", + "\n", + "# exposures\n", + "exp_line = Exposures(gdf_roads)\n", + "\n", + "# impact function\n", + "impf_line = ImpfTropCyclone.from_emanuel_usa()\n", + "impf_set = ImpactFuncSet([impf_line])\n", + "\n", + "exp_line.data[\"impf_TC\"] = 1 # specify impact function" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we use the wrapper function `calc_geom_impact` to compute the impacts in one line of code.\n", + "For a reminder, the `calc_geom_impact` is covering the 3 steps of shapes-to-points disagreggation,\n", + "impact calculation, and reaggregation to the original shapes. `calc_geom_impact` requires the user\n", + "to specify a target resolution of the disaggregation (`res`), as well as how to assign a value\n", + "to the disaggregated exposure (`disagg_met` and `disagg_val`). Here, we arbitrarily decide to give a \n", + "fixed value 100k USD to each road segment of 500m, but note that other options are possible." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# disaggregate in the same CRS as the exposures are defined (here meters), resolution 500m\n", + "# replicate values on points\n", + "# aggregate by summing\n", + "\n", + "impact = u_lp.calc_geom_impact(\n", + " exp=exp_line,\n", + " impf_set=impf_set,\n", + " haz=haz,\n", + " res=500,\n", + " to_meters=True,\n", + " disagg_met=u_lp.DisaggMethod.FIX,\n", + " disagg_val=1e5,\n", + " agg_met=u_lp.AggMethod.SUM,\n", + ");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let's plot the impact calculated." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot the calculated impacts\n", + "u_lp.plot_eai_exp_geom(impact);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set-up CLIMADA exposures from OpenStreetMap\n", + "Within the CLIMADA plateform, there are two main ways to obtain exposure data from OpenStreetMap:\n", + "1. Using the `osm-flex` module directly available from the CLIMADA core environment\n", + "2. Using the `OSMApiQuery` methods from the `Exposures.osm_dataloader` module available in CLIMADA petals\n", + "\n", + "In this tutorial, we will only provide a brief introduction to the first method making use of `osm-flex`. \n", + "Please refer to the [documentation](https://climada-petals.readthedocs.io/en/stable/tutorial/climada_exposures_openstreetmap.html) for more detailed explanations on the two methods." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### osm-flex\n", + "`osm-flex` is a python package which allows to flexibly extract data from OpenStreetMap.\n", + "See [osm-flex](https://osm-flex.readthedocs.io/en/latest/?badge=latest) and the associated publication \n", + "for more information: *Mühlhofer, Kropf, Riedel, Bresch and Koks: OpenStreetMap for Multi-Faceted Climate Risk Assessments. Environ. Res. Commun. **6** 015005 doi: [10.1088/2515-7620/ad15ab](https://iopscience.iop.org/article/10.1088/2515-7620/ad15ab)* \n", + "Obtaining CLIMADA exposures object from OpenStreetMap using `osm-flex` consists in the following \n", + "steps:\n", + "1. **Download** a raw osm.pbf file (\"data dump\") for a specific country or region from geofabrik.de\n", + "2. **Extract** the features of interest (e.g. a road network) as a geodataframe\n", + "3. **Pre-process**; apply pre-processing steps as e.g. clipping, simplifying, or reprojecting the retrieved layer.\n", + "4. **Cast** the geodataframe into a CLIMADA `Exposures` object.\n", + "5. **Disagreggate** complex shapes exposures into points for impact calculation.\n", + "\n", + "Once those 5 steps are completed, one can proceed with the impact calculation. For more details on \n", + "how to use lines and polygons as exposures within CLIMADA, please refer to the [documentation](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_Exposures_polygons_lines.html).\n", + "\n", + "In the following, we illustrate how to obtain different exposures types such as forests or \n", + "healthcare facilities, and how to use them within CLIMADA as points, lines,\n", + "and polygons exposures. We also briefly illustrate the use of the `simplify` module\n", + "available within the `osm-flex` package." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Download a raw osm.pbf file (\"data dump\")\n", + "First, we need to select a specific country and download its data from geofabrik.de. It is possible to\n", + "download data from specific countries using iso3 codes or from regions directly." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:osm_flex.download:Skip existing file: /Users/user/osm/osm_bpf/honduras-latest.osm.pbf\n" + ] + } + ], + "source": [ + "# (checks if file honduras-latest.osm.pbf already exists)\n", + "# file is stored as defined in osm_flex.config.OSM_DATA_DIR unless specified otherwise\n", + "iso3 = \"HND\"\n", + "path_ctr_dump = osm_flex.download.get_country_geofabrik(iso3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Extract the features of interest\n", + "\n", + "We next extract the exposures data of interest from OSM using the `extract()` method which\n", + "allows us to query any tags available on OpenStreetMap.\n", + "Two variables have to be specified: `osm_keys`, a list with all the columns to report in the GeoDataFrame, and `osm_query`, a string of key-value constraints to apply during the search. We illustrate its use by querying the download of forests for Honduras." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:osm_flex.extract:query is finished, lets start the loop\n", + "extract multipolygons: 100%|██████████| 750/750 [00:06<00:00, 124.46it/s]\n" + ] + } + ], + "source": [ + "# Let us first extract forests (multipolygons) in Honduras\n", + "osm_keys = [\"landuse\"]\n", + "osm_query = \"landuse='forest'\"\n", + "gdf_forest = osm_flex.extract.extract(\n", + " path_ctr_dump, \"multipolygons\", osm_keys, osm_query\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# set crs\n", + "gdf_forest = gdf_forest.to_crs(epsg=4326)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot results\n", + "ax = gdf_forest.plot(\n", + " figsize=(15, 15),\n", + " alpha=1,\n", + " markersize=5,\n", + " color=\"blue\",\n", + " edgecolor=\"blue\",\n", + " label=\"forests HND\",\n", + ")\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "ax.legend(handles=handles, loc=\"upper left\")\n", + "ax.set_title(\"Forests Honduras\", fontsize=25)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Alternatively, we can use the `extract_cis` method to download specific types of critical \n", + "infrastructures available on OSM." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['education', 'healthcare', 'water', 'telecom', 'road', 'main_road', 'rail', 'air', 'gas', 'oil', 'power', 'wastewater', 'food', 'buildings'])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# check available critical infrastructure types:\n", + "osm_flex.config.DICT_CIS_OSM.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:osm_flex.extract:query is finished, lets start the loop\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "extract points: 100%|██████████| 149/149 [00:00<00:00, 344.56it/s]\n", + "INFO:osm_flex.extract:query is finished, lets start the loop\n", + "extract multipolygons: 100%|██████████| 330/330 [00:11<00:00, 29.06it/s]\n" + ] + } + ], + "source": [ + "# lets extract all healthcares from the Honduras file, via the wrapper\n", + "gdf_hc = osm_flex.extract.extract_cis(path_ctr_dump, \"healthcare\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "# set crs\n", + "gdf_hc = gdf_hc.to_crs(epsg=4326)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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PsNSoUUNRUYH9c+nxxx/3DXmcM2eO3/C2op555hnf4/PPP7/Mz6FQVRoKV1n++te/Ki8vT5J0ySWX6MEHHyz1+NTUVN1+++2SzKFuf//73087ZufOnb7HJQ09P1WwV4Xdtm2b5e/ioounlOSbb77RmjVrfNsvvfSSmjRpUuLxzz33nJKTk33b06ZNC6j+5557rsRhiZI5XLfQjh07fEPBizpy5Ijeffdd3/Z9991X6hDziRMnKiUlJaD6QsVKTYF+77Zs2VJ/+tOffNslfe9WhesYAHA6QjUAgGX/+te/fKHYsGHD1KpVqzLP6d69u2+esj179hQ715YVDodD3bt3922vWLGiQu0Fw+9//3s5naVPV5qamup7XNJnMHPmTN/jIUOGqEuXLsEpMAA9evTwPQ70M+3SpUtANRb9hfruu+8u87OSpBtvvNH3eP78+QHVY5fatWvrrLPOkmTO3VbcCrU7duzwW7Fy3Lhx/OJbRNFrZMyYMQGdU9Y1UnSetbVr11aguqrno48+8j1u2bKlLr/88lKPj4+P15133unb/uSTT8qcdyshIUHXX399qce0atXKL/gv7rtt/vz5vnnwHA6H7rrrrlLbdDqdfrXazel0FrvCZzAE8r0bydcxAIQzFioAgAhWr149v+ApEMuXL/dNPF2SxYsX+x73798/4LbPPvts34TO3333nTp06FDisUeOHNHcuXP13XffaevWrfJ4PMrPz/fr4bZu3Trf46KTydulV69eZR7TvHlz3+PiFhbwer369ttvfdtFe7YFw4YNG7Rw4UKtX79e+/btU25urm8ybckMgwoF+pkWDQpLkpeXp5UrV/q2A71umjVrprp16+rgwYPKzs7WL7/8ombNmgV0brAdPHhQX375pVavXq2dO3fK4/Ho2LFjfscUTuAvmZ9fp06d/J4v+mcnNjZWQ4cOrdyiw8jPP//s1+O0X79+AZ139tln+x6vXr1ahmHI4XD49p1//vm+BSFuvPFGvfnmm7rwwguDU3SA4uPj1bdvX0vnFF08pSTLli3zPR40aJDf+y7J0KFDlZaWJkk6dOiQNm7c6AuDi9O1a1fFxMSU2W7z5s21e/duScV/ty1fvtz3uGPHjn7fhSUZPHhwmQu6hErHjh1Vv379cp27YsUKffPNN/rhhx904MABHT582C/M3L9/v+9xSd+7VeE6BgCcjlANACLYueeeqy+++MLSOf369StzCGjRHjhvvPGGPvnkk4DaLhqCFa7ueKqjR4/q8ccf17Rp03To0KGA2pXkW73STqUNuypUs2ZN3+PCld+K2rFjh9/+QFfgLMu3336rMWPG+P1iW5ZAP9NAeipu2rTJL4AaM2ZMQD3VJPmGA0rmdRPqUO3AgQMaN26cpk+f7reKalmK+/x++ukn3+Nzzjkn4OHO1UHR7xWn06lrrrnGchvHjx+Xx+ORy+Xy7bvvvvt8YcSWLVvUp08fpaSkaMiQIerTp4969+6txo0bV/wNlKJx48aWv4tHjx5d5hDQoiFuSauwnqpDhw5yOp2+4clbtmwpNVQL5HtNKvu7rWitRYPQ0qSkpCgmJkbHjx8P6PjKFMj33KnmzJmjBx54wFLP7JK+d6vCdQwAOB2hGgDAkoKCAr9eCKtXry5XO8X94nDo0CENGDDAr6dWoKyEHZXFakBS3LxyRXssSNIZZ5xRoZok6f3339eNN97o1yMtEKf2wipJnTp1yjxm3759fttfffWVpVoKhTo83b17t/r27atNmzZZPre4a7LozzcYP9tIUvQa8Xq9+vLLL8vVTk5Ojl+oNnToUD399NMaN26cr3fQ//73P/3vf//Tiy++KMkMpK699lrddtttAc1fWFUU/S5u2LBhQOc4nU7VrVvX9x8bZfVMLk/wW9x3W9HXadCgQUDtREdHy+VylfifMKEUyPdcUc8995zGjh1r+XVK+rsskq9jAAhnzKkGALDk6NGjZc7BE4ji2hg7dqxfoDZo0CC9+eabWrt2rfbu3au8vDwZ5srVMgxDo0aNqnAdVc2pv1DFxcVVqL2tW7dq9OjRvkDtjDPOUFpamjIzM5WVleUb/ln4mWZlZVl+jUAm8j98+LDldosTjGvPit///ve+QC0qKkrXXXedZsyYofXr1+vAgQO+IcmFt7KG+BX9+Vb0ZxtpKvMaeeihh7R69WrdeOONxU4gv27dOk2YMEFt2rTR888/H5Q6QqHo9WQl/Cp67YXqPySKhvTlrdVOgS5YIpk9gx966CHfdnJysp588kktWrRIO3bs0OHDh/2+dwOdLzJSr2MACGf0VAMAWFKrVi2/4TgLFiywPFdQcfbt26d//OMfvu1nn322zJX/rAwPDRd169b1287JyTltnxUvvviib/hkq1attGTJklKHCFXWZ1r0PTidTh09ejTg4Z92WbNmjd+QvZkzZ+raa68t9ZyyPr+in0NVGLJclRT9bFq2bFmugLc05557rt59910dO3ZM3377rRYvXqwFCxZo8eLFvmDpyJEjevDBBxUVFaX77rsvqK9fGVwul6+Hn5U/u4ULBkinf+dUloSEBN9jK7VW1ndSZQb0Tz31lK+3Xs+ePTVv3rxSV++18h4j8ToGgHBGTzUAgGVFh62VZ1hccb7++mtfb6qWLVsGNDl1WZN4h6NT5y+q6Oc7b9483+Px48eXOedOZX2mjRo18j32er3aunVrpbxOMBX97Pr27VtmoCaV/fkV/fkG689OpCh6jezYscNvLr1gio2NVZ8+ffToo49q3rx52rt3r1555RW/IYkTJ04MWs+5ylT0uzjQEHLv3r1+IU6ohiEX/fkG+ud///79fgFgSYr2fAt0/rWyhr2Wl2EYyszM9G1PmTKl1EBNKt/3biRdxwAQzgjVAACW9ezZ0/e4vHNjnWr79u2+x+eff36Zq9gdPXpUa9asCcprS/5De4qbDyhU6tevr7Zt2/q2Fy1aVKH2in6u3bp1K/P4JUuWVOj1StKmTRu/OZ+Cdd1UJqufXVZWlvbs2VPqMUX/7Pzyyy/6+eefy1+gTSrrz0q3bt18bZ84caLMBVOCpXbt2vrDH/6g//znP759hw4dKtfcjqHWpUsX3+OiK4GWZunSpb7HDodDnTt3DnpdxSn6OqtXrw5ojscVK1YE1HbR+c4CCcu2bdum3NzcgNq2av/+/X5BVqi+d8P5OgaAcEaoBgCwbMCAAb7Hs2fPLjNICETR3gVlBWqSOfl+MHuyFJ2f5ujRo0FrtzwuueQS3+O33nqrQivfWflcCwoK9O6775b7tUrjcDj83tff//73SnmdYLJ6TZa1UqNkBsZFh9u9/vrr5arNTpX1Z6Vu3brq3r27b/vVV18NWtuB6Nevn98CB7/++mtIX788LrzwQt/jzMzMgCb0/9e//uV7fPbZZ4ds+GfRWvfv3+/XE7QkM2fODKjtFi1a+B4XXWW6JB999FFA7ZbHqd/XZX13HDp0SLNmzQra64fjdQwA4YxQDQBg2U033eTrdZSXl6e77rqrwj1Wiq5U9u2335bai+HgwYN67LHHKvR6pyo6LG/Lli1Bbduqe+65x/eL2Pbt2zV58uRyt1X0c/3mm29KPfYvf/lLpfac+vOf/+x7vHr1ar300kuV9lrBYOWz27p1a0ATg8fGxuqOO+7wbb/44ovasGFD+Yu0QWX+WSl6jXz00UeaPXt2hdqz8r107Ngxv0Ckfv36FXrtULj++utVs2ZNSWb9EyZMKPX4lStX6oMPPvBt33rrrZVaX1EdOnRQ165dfdsTJkwo9Xt+48aNAYf8RXvsLV26VL/88kuJx+bk5OjZZ58NqN3yaNCggWJiYnzbZX13jBs3rsw51SL9OgaAcEaoBgCwrFatWn5Bz6xZs3TjjTeW+YtBTk6Opk2bpuuvv/605/r06eN7vGPHDj355JPFtvHbb79pyJAhpf7SVB5Ffyn78ssv9cMPPwS1fSs6duyokSNH+rafeOIJZWRklPoL6Pbt2/Xaa6+dtr/oIhKTJ08u8XN766239Mgjj1Sg6rL16NFD1113nW/7gQce0HPPPVfmMLBt27bpoYceUkZGRqXWd6qin92SJUv09ttvF3tcVlaWBg4cGPBwsgceeMA3j1VeXp4uvfTSMoe5ffHFF3K73QFWXrmK/llZvXq1FixYELS2r732WvXq1UuSGSTccMMNeuedd8o874cfftCdd96p6dOn++3ftm2bLrzwQn3yySfyer2ltjFp0iQdOXJEkhl+Fh2qW1XVrVtXd911l2/7lVde0dSpU4s99n//+5+uvPJK3wT9TZs21S233BKSOgsV/Y5ZsWKF7rrrrmJ/Ljt37tTw4cPL/JkV6t27t2++yBMnTujuu+8udiGCnJwcXXnlldq5c2c530HZYmJi1Lt3b9/2Qw89VOy8cIZhKCMjQy+//HKZbUb6dQwA4axqL7sFAKiy/vjHP+rbb7/1BQ0zZszQF198oRtuuEGpqam+3iz79+/XDz/8oKVLlyozM1PHjh1Tjx49TmvvzDPP1OWXX66PP/5YkjnB8rJly3TjjTcqKSlJOTk5crvdev3117V//341bdpUnTp10ueffx6U93PxxRerUaNGys7O1uHDh3Xuueeqc+fOatKkiaKjo33HVbTnTKBefvllLV++XD/++KMk6dFHH9W7776rG2+8Ueedd55cLpdycnK0fv16ZWZmav78+UpNTfXrBSVJf/rTn/T222/LMAzt3LlTnTt31j333KNevXopJiZGW7Zs0YwZM3xznN12221+q7AG2z/+8Q9t2LBBGzZs0IkTJzR27Fj9/e9/1+9+9zt17dpVDRo0UF5enrKzs7V27VotXLjQN1fUww8/XGl1Fadv374677zzfHP3jR49Wl9++aWuuuoqNW7cWHv37lVmZqbefPNNHTlyROecc45q1Kih5cuXl9puo0aN9Pbbb2vYsGHyer3avXu3evTooeHDh2vo0KFq2bKlnE6ndu/erZUrV2r27NnasmW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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot results\n", + "ax = gdf_hc.plot(\n", + " figsize=(15, 15),\n", + " alpha=1,\n", + " markersize=5,\n", + " color=\"blue\",\n", + " edgecolor=\"blue\",\n", + " label=\"healthcares HND\",\n", + ")\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "ax.legend(handles=handles, loc=\"upper left\")\n", + "ax.set_title(\"Healthcare facilities Honduras\", fontsize=25)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Pre-process the retrieved OSM exposures data (optional)\n", + "It can be necessary to apply some preprocessing steps before using the retrieved OSM\n", + "data as CLIMADA exposures. In particular, the following two pre-processing tasks are available as modules\n", + "within the `osm-flex` package:\n", + "1. **Clipping**; allows to clip the country data to a user-determined region.\n", + "2. **Simplify**; in some cases, simplifying the retrieved data is necessary to remove redundant or erroneous\n", + "\n", + "In the following, we show how to simplify some data retrieved from OpenStreetMap using the \n", + "`osm_flex.simplify` module. For more details on clipping or on other features available \n", + "within `osm_flex`, please refer to its [documentation](https://osm-flex.readthedocs.io/en/latest/?badge=latest)." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of results: 750\n", + "Number of results after removal of small polygons: 739\n" + ] + } + ], + "source": [ + "# here we illustrate how to simplify the polygon-based forest layer by removing small polygons\n", + "import osm_flex.simplify as sy\n", + "\n", + "# initial number of points\n", + "print(f\"Number of results: {len(gdf_forest)}\")\n", + "\n", + "gdf_forest = gdf_forest.to_crs(\"epsg:5456\") # metre-based CRS for Honduras\n", + "min_area = 100\n", + "\n", + "gdf_forest = sy.remove_small_polygons(\n", + " gdf_forest, min_area\n", + ") # remove all areas < 100m2 (always in units of respective CRS)\n", + "print(f\"Number of results after removal of small polygons: {len(gdf_forest)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Cast OSM exposures into CLIMADA exposures objects\n", + "The last step consists in transforming exposures data obtained from OSM into\n", + "CLIMADA-readable objects. This is simply done using the CLIMADA `Exposures`class." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "from climada.entity import Exposures\n", + "\n", + "gdf_forest = gdf_forest.to_crs(\n", + " epsg=4326\n", + ") # !ensure that all exposures are in the same CRS!\n", + "exp_poly = Exposures(gdf_forest)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Additionally, multiple exposures of different types can be combine within a single\n", + "CLIMADA `Exposures` object using `concat`." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "exp_points = Exposures(gdf_hc)\n", + "\n", + "exp_mix = Exposures.concat([exp_points, exp_line, exp_poly])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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44/MdNFld3vu+3naQRxfuB+Dfi/fzwVXjGRQTTE2zDYVSIjRAQ3VjK88vzaHJ4uD+UzK6271A8Ltz2JcAJpOJnTt3snPnTgAKCgrYuXOn14fk7rvv5osvvuDtt98mNzeXV199lQULFnDzzTcf04ULBAJBVzS32Jj4xDLMdveJ+qMNhRTXmPy2OVDZTI3JXUcSG6LDqFdR1tDKxxuLKKo2+2379toiTnlxJQ6ni77EF5uLufqDbWjUStIiDejV7sP5ngozKgWMSQrmsTOHIssyKRGBlDRaMOo1XDMlBatLRqtSsOpA9XF+FwKBP4ddU7Jy5UpmzpzZ6f4rrriC//3vfwC89957PPXUU5SUlDBw4EAeffRRzjjjjEPa/7HMTQkEgr8OyzKLueaTzG4fN6jg1YvHkBoZyMzn2gvvF98+jaQwAxe/s4HqJivljVZcQEqImohgPVuLm5CAwXFBfH/zVDSq45/OufydjazOrQXcV5bBWokGq0xyqJ7KZgsWR/thfUp6OOtyawnSqWi2OLhrzgBcLhfvrMnjo2snMjJJOAALjo5jed4+qkLX3wIhSgQCweGQU9HEC0v2s2hP56v+QLWEye5/iOvYYr374ZMI1qs59aVVZJW3R1Q+unoc+TUtfLa5iKYWO3OGxHDjCWnEGo9fkejq7AqeWLif7Cpzp8ckIM6oodpkw+YEvVpJRlwwRp2a+lYbyeEGCmpaGBAVyM0z00mNCOj99Q5UExagYUhcMJIkiqsFXdNnC10FgiOlpw4Tl0umqtlCfYudgdFBlNS38tKyHGYMjGBEfAjJ3RxczVYHn20u5uxR8YQFirqlPxrL9lVw/YfbGRIXSEaskc+3lqBVQqBWSV2Ls9dhhd/dPJEle6p5fVWe3/0yYFAraPGkd3aXNGCxO8iu8E/x3PrpdtRqJQ6nzAMnD2JgjPG4CJK8qiZ2FtWRWdbM/za0j+uQcLc7N1kcgPt9lTbavI+PTDTy2fWTjvh1my12bvt8Bw0tdpLDDUzuF8p5YxMZnSyKrgW/HUKUCI47i7PKeXTBXr8BdLFGHffMHcjqnBp2H6wjr6aVhBAdJquDJouD9KhA9lU0sbesiVcuGsW8oTGolf5h9Y/XF/CfJQf4dHMxy+864Xd+V4JDRZZl3l6dz5M/70erlHj+vOGMSA7D4ZAx6lXsLm1md2kzAFYnWFuch7TfyCA998wfhM3pIrOknptOSOXN1UVsyK/zChKAF5YcoKHFSoeACg0WJ1icSMBDP+whNTKQSycmc+G4xKOOGsiy3OM+luyt5ItNBSzNrvXeF6b3/34PjXdHLxpabFQ0tmJzgkEtEapXExGsQ6WQsDtdnX4Xh0pVs5XRSaGsz6uhqLaFotoWPttSSmywmveumkhSmIEArTiFCI4t4hslOK4szirnpo+3d7rqLW+08Pcvd2HQKGmxOdEo3a2xDa3uq8L0yEBW59QAcOtnO7hgbCL/Pne43z5KmyzEheh56uxhv8dbERwBmwtquefr3RTWtpAYouNgg4WHF+zlyXOGMTk9gmumpVLVaGFjXg3Z1S3e541LDKDeZKW6xUGjx/csxKDigZMHc/fX7rqSOE9U45+nurtLsiuaKa5p7rSGbcUNne5TSqBWKbDZXahV7qjKnrImksMMPYqJxlYbry/LoX9UIOeOd3ccOpwu8qvNDIgJQpZllu+vYtWBaqqarLxx2Ri/5/+ws4QXlhygsLa1077NVhc/3TqVwTFBpD3wM5ml7UaT45JDqGxsobjBRpBOZleJ+7HXl+cwfWAUcUYdkkJiR3E9YQEqhsaFodf07GqbFhnIe1eOo8Xm4P11BTz7ywFkoLzJzursKorrWzlxcDSzBkX1uB+B4HAQNSWC44bTJTP138v9IiRd8Y/Z/Tl9ZDR3fJnF2aPjmZMRQ1SQlqZWB//3zW4KasxkxAXzwgUjf5+FC44J63Jr+HhTEQfKm8mrMWPUqUgON3DzCf2YNyzeb1tZllmbW8Mdn21HRsG2B2cjSRIHKppYur+KIbHBzBgYRUOLjX/9tJdbTkjDZHUyPMGIJEm8uTqPpxbtP6R1ScCpI2KIDdazu7SRU4fF8O2OMs4cFc/5YxN7tKgfcN9CbJ4jqhL4/MZJLNtbyS97KpjSPwKz1cl3O0q926/8xwmkeNKPn2wq4oHvslAALkCtkNApZab0C2VEUgjXnzAQpdL92ouzKnhnTT5bi+oBuHpKMmUNFhbvqUSnBIsnmNS2L4Drp6WyfH8lRbUtjE0O5YULRxJjNBzSZwJgd7r4fvtBShotnDEinszSRjJLGr2iT/DXRRS6Cv4UbMir5aK3N/a6nV4JwxNDeeWS0V1Oz3U4XbTanQTp1N3uw+50oVJISJLEmpxq6sw2zhgZ3+32gt+Wt1Zk8+Qvud7bZ4+O57nzRvQYhdhX1sBX24v5YO1BvrhxEmNT3F0jtSYrAVoVGqUChUKi1ebg71/sZHNBHacOc8+5eWttkXc/KsDRy/qGxwezu7SJaenh7K80kRJu4Kmzh5EeFdRpW5dLxuZ0oVMrOem55Ryobo9yTO4Xwo6DTdgcLpwdjrQKCRbeNo3BscGsOVDNZe9t9nt8RLyRXaWNDIoJYtFt01B04eI78J+LsDpkwgPU/Pr36Tz7y34+2+IWPSoFuFygVkpYnTLRQVqGxhtZtr+K5DADpQ0tXDE5lQeFqBAcJaLQVfCnoKq55whJG61O2FRYT4iu/evqcLpYuq+SEYkhxBr1BPWQN2+1ORn+6C/MGhTFG5eOISU8gOs/3EZ+tZk7ZvfvdCJ0umTWHqjm7TX5NFrsjEgw8sApQ3oNd/clWm1Only0l8LaFlLCDdx/cobf+o+ndb0syzzlI0j2PDrXrzbh4R+y+GBDEUkhWmrMdrY8cCIBOg2lDRb2ljSTERvIFe9tJPOReTRbnNz2+Q6qm61cPimFSycms/tgIyuzq7E4XHy4qaTHtSglvGLh7cvHoFerWHWginWedtuyxlaqm61EBmp4aekB7E6ZhlY7G/Pd7qkKIEivQpbdzrHJoe2RB50SNuY3uGfweO7TqiQcThmnDOGBWgbFBLFkTwXXfbQNgCFxwZgsNorqLORVu1NNJw6OYvn+KmZnRHda/22z0vjPr7nUmu1MeXIZdhcEaRUYNCqC9SoO1rbikKF/lIFbZg7gtOGxTHx6OQ6XjMMFE1PDkWWZZquDfy/cy5iUMM4cFd/nXWwFf16EKBEcN7qKevTEpKeW8sOt00kINfDRxiIeXbCXeUNiOuXlfSmsMXPdh1sJ1qv5ZU8lOw42EBmoJSUigJeW5VBrsvLYmUO9wmRxVjm3f74Tq6O9EDKztImPNx0k1qhlxT9m9vkJs9d9uIUle6u8t9fkwEcbixmTHMKXN0xmyd6KLguLHz4to9chf/tL64ky6gkLPLy/HbjFSH61iReX7PeepOODlJ2KJfNrzARpFRQ3uItFTnt1LUvvnMmsQdF8sC6P/eUm7ECTxcH4J5fhcsk4XDL//D6LxlY7q7KrsDj8jc58xUdblGRIXBBKhcTukiYuHp+AXqNkanoEE/qFceX7m3npghG8tSaPpFAdF45L4F8L9uHoEO1wAY2t7XGX7Kr2Dh5LF/W4Vp8dVDdbSb1vkd/j109L4fMtpThcUNpgYdagSAprWzh/bOfRG2aLnU83tXfjWDxved7QOC4cn0hBTQv/+GoX45ONvHzRGGI8824W3jaV9bm16DVK5gxxC52CahO/7Cnn6+0lPLpgD0+ePYy5Q2JRHWGR7G9FW1Ssr/8GBUeOSN8IjhuHWlPiy5jkUL65aTKvLMvhuSUHGBQTxPe3TOnyINXsOWg/9bO7lkCnVrD2/2YREajl7dX5PLFoHwFqiYQQHU+fM4JKk40bP97e4+tPSjXy2Q1Te9zmh52lTEgNp7yxlZRwA8V1rVQ3WZicHoHhGHcrdIx4vLs2n6X7qrrdXq2UsHfMI9Du3fH8ecM4YWAUlc02IgK1RAa1t1J/uaWYe77JRAJ+uGUKKqWCjLief6N2h4ufM0tJCg/kzNfX+z0WqFXidLq4eGKKXwrhlJdXc6DChN3Vvs7J/ULZVtzIwKgAdpe5IwjD4oP9ij0D1GC2d72OIK2CZo8Ve6BWhcnqFhLnjo5n18EG1ColFY2t3H/KYF5YcoDSBgtKBXRn4ioBRr2KC8clolEreXlZbif/kzZCtNDQyxBiCXcU5ZubJpMRZ+TUV9YwMDqI0AAND546pMvn3PTxVpbtrcTms8bkUB0RgTo+uHYCTqfM7pIGAnQqEkL1PV4EtFgdTP/3EnQaNSWexW64b9Zx9WTpisd+2suH6wu4aHwi/zpzeO9PEPwuiPSN4A9LvdnGop1FbMyrY9rgaAJUvVt3R+ihxpOmt9od/Gfxft5a7fae2F/RjKabq7lL3tlEab27Y0OlgF/vmEGEx6/kuun9+GRjIYV1rWRXt3LWG73XtgBsKGik1ebsNpWztbCO2z/fSXyIjvJGC7MHR7HyQDUup8ysQVH87cT+DE8IOaTX6gmnS+bV5Tm8v66QhtZuzsRd0JUggfaT6Z1fZWLUSDTaZK6ZmsI/5gyg0mQjOcxAfKjOu+15b6zD6oR4o4avb5pKbIeps7IsszirjJs+2dnl6502PJoFuyvRKqDW5C9KF942nUazlf/8ks3Hmw9i1Eisz3cXdNaZ28/u0wdEMi09gsV7ysmvae1WkACYfGbDpEYYsDlksiubqWy2EmLQsKukHpsT/vHVbgwa9/epJ1f5qenhfHTtRLYU1PLFlmIMCmjpYvuoQA03zEjlsYXZnR7zFTEy7mhVsF6NJElM7BfB4qwKThvRfeTqmXNH8NAPWXy3o31OT1G9hcpmKyqFRKBWxdT+ETy+cB+jk0I5ZXj3+zJoVWx9aD73fL2TL7eWolOBxX5orde/F1aHk4YWK6F6FeX1ZlqtdvTa7uvIBH9MhCgR/G68vGQfzy/L995esLem1+cMjw/mgM/V8N7yZlRKBbfMSuflZbkYNEoaWu2EBWg6PfesUfH8Z/F+NEq3Z0VSuH+nwfDEEArrOrde9sapL6/i42snEhti6OQ3scgzBK60wX2iLaxpQYGETZbZWlR3SC6avbE4q5x7v82koeXQxcjh0OhpH3l3bSE/7yxmUFwo8WEGRnkG20m4/ULAbdZlstgBtygpr21k6n/W0tPp7NubJjE41kizZSvlDa0E61R+n6PF7uSOL3ZQWGshOURLeWO7ECnxmINN7hfO3XMHARCiV/PkYv+TvlYBPjoEGQgP0PDgqYNptbtottjJKmngx90VAARpldic7lW32LpWI+OSQ9hV0ojdKTMlPYKqJgv3frsbl0v2ChKtAmwu9+tJwDmjY/0ESbAGTDZ32mda/zDW5NR5hYlGpSAxzP39ePDUDB48NaPHeTsBGhVqpYJIg4KaFhcyoFdJjEoO80YOJUk6rELWofFGFuwqx+lyERN87KIkWwvrWLS7DKNBxe2zBx3RPrQqJc+eN5JPNhWRW2USguRPihAlgt+N11fk974REBmo5v/mDuS7nWXsKG7A9zraJUP/yAA+WFeIVqXAZHVy/7e7eeOysYA753ywvpWRiSGsOVCN1dP1EBvsjpBsKaglPcodFn/pwlEEaFR8tuXgYb2PvJpWpjy9gmHxRsalBPPP09rDyNnljX7bTusfTk6VjtU5NSSFBfh1CLXanDy+cC+P+9S09EZ3vi7HEg3Q5gtaZnJRdqAWtVRLfYs75eF7hT+zfxhvr8mjqqGVnKpmSpu772vRKSW+vWUKGXFGqputrM6pQZZBqVRgd8poVBLbiupZl1tDjdmOw+kgLkRLaaN/7kOtgFOGx7JifxX9owL5ZU9pp9fSa5VYW51M7x9OVbONMcmh3DgjjbgQPatzqpk3JJrvthZ6t7c7OsuoBKPGK4IAMksasHk2e3pxNhvyasnz8U4BUCglNJKM1en+jN5ZW+z3eLPNLW52lzayuaBdkOiUErouZur0VNPx9bYSvtxagkoh8cHV47A5XBTXtXD11H7dPqc3zhmVwNjEUGJC9EdU2G11OHnm5/1cO72fN/XzwfpClu8tZ1Wuuzh4cHQQJw07ss43SZK4dGLKET1X8MdAiBLBb06Nycr93+72FuJ1JMygos5zwjNqAEniH99kdbu/f587kn73LyJYr6LV7mLxnko2F9SSEWcks7SRWz/dwTtXjOWe+QNZn1eL0+FiYEwQN3y0lV/2VHLigHCGJoQwLjWMp84ZzoOnZnDDx1tYk1N3yO/JBewqbWRXaSMqlYp757uvRn1rHAA2F7jtwQH2lDTywdpcLp+SxrrcGh5dsJecKhP3zB2E0dD7VZ/F7uTRBXt/U0EC8MF1ExmbZGTOC6soqbPgAOwy/LTbHQXy/TOu8Hxm3dVT+LL+/tno1UrqTVYig7Q8edYw9lc0MXNQFEqPJqs1WXl+yQGig7XUmKzUma1cP70fr69qF7R2Fzz4fRYy7mFz2w6aOr1WQ6tbPcQE6/nwmonelFtRrZmr3t/SafuuilLLm22dttGrFbR63GDX5NT4ve+HTx3EJRNTOfG5FZTWW3ABErJ3m9RwPdP6RzI8MYTd3/j/Hk4cHMn/zTu81tyCWjOjkkJIDQ9gQr9wtKqjL/4M0KnJOML0oizLLN9Xxbc7ShkSH8zZo93FubtKGliT1/7bWpRZecSiRPDnR4gSwSEhyzItNucR2Uo/+kMWy/dXE6RVYHfi1xmhkKCuxeE1eWq0ATYbgWowdZGd0Knghx0lnD82gZ92tbd7XvTmRkICNJw7NoG75w7kiy0H+dbHpGrJviosdrfwWXaglmUHaoE8ksP0aBRQaz70YtuOvLGqALVCYuqAKJqs/me3NkECYAce/imbL7aVc9aoOPKqTYxKDOlVkNidLh5bsIewAM1hFQUfLhIQY2xvD155z4kU15m5+n9bya3qfOLv+NyTMiJZub/aL20SoFFg9qRDiuvMpIYHYtCoaGixoZAk+kUEMqVfBM8vzWFkYgizBkUxOCaIhhYbThdodSq2FdehVylo9fnetP1rbW67DbteBQqF+/XCDWpunJHG6JRQUu5dCLgdX1utvTmUtON0gUrhlhRtL+10dl4DgFqCR3/az5aCel6+aDT/+mkv+8ob2fvofL7dXsI/vt7NmOQw7pk/mLL6FhLCDOTWtEdZbp3Zn6RDSO1tzKtmeGIoKoWCH3aUUNZo5e65A4+JIDlaVufUsDy7imaLg3E+83FuPiEdJfDVdvfv8VlhcijoASFKBL1SWm9m5rOruP/kwczOiCYh9NBcIGubLTy1aC8LMt15e4vDXWiZHhVATZOFBosTlwy3zkzj223FlDa1qxBfQdIvXM898wdy48c7sTjg71/tBiAmSEOL3X016wQGxQax5kA1rTYnBbXuA75GKWFzytSbrdi7iNQUHUFNiVGv8msDBXhlRT6vdJGeGhATyIz+kWwrqGF7iVug7C1voqS+BZfMIdWY1JutfLixuNftjoa25NHDp2X4+ZUkhQXw7U2TeeTHLL71Kaj05bULhxMdEkBaRAALdpfx0I97vY+1CRIJSA0P8AqwKc8sp8bk/tstz65iZ3EDIXoV1n7hDI4NYoPHB6SuxcGmgoYe165RQHyoAY1KQYvNgcVuISxQQ4BG4pz/bvBu19Di/zeTfP4fFayhosk/MhKgkTDb/OM/kuROH7V9lwxqBQ6nC7sLIgNUrM6t4UBVMy9dOJrEMAMKhURKRAA6lURYgJp7vt7JoJhgrp2ehk6t4I4vdmHUKViXV8Og+JBu36PJ6uDkF1dRXO8WpbMGRRFt1DNjQCQjjkHh9NFS1WThoR+yKKpt4eopqST61G+lRwVy++z+VDZb2V5c/7v54Qj+mPStJnRBn0KWZZbtq+Ser3Zhc8o8smAvwT4GZlaHk1/2lLPrYH2Xz539/Cq+3lHuva+t8yO3ykyDxYlCcn8BX1mR5ydIfAnRwAsXjmZ7cWOnxyp8wuuBGgUSMGNApFeQqBXwt5lp7tfuvcnH+5zefhQma/dlnJEB7Z/PU2cPY2xyGDefkO4XPQjWuv0wAHYebGDuC6v5cmv3dS1P/LjrkNZ+OIR0iM7EGHX899LRXp8SWZbZUVzP2a+tZfijv/LdjjLGJxs77eeGaanc/e1uLnt7A6MeX8qry3O6fL0LxiViNLQXI49JCqGthCJUrybaqGVPWSNqlYIdxfXUm22HfHCyuWBCWjiDYwIpa7C4jcn0Su7/YV+X2+tU7pPi5LRw1EpPxEN228K3YdAoOX1EAnFGHScPiwFAqcCdjJEkFLi3T4s0EBao5YbpqdS3OrDYXfzrjGEMiTcSrHd/xiaLHYtD5q01hSzKrOSD9UXc+20mk9MiUADNVhePLcpm6b7Kbt9joFZFs6X9N7J8fxW7SxoZnRx23IfiHaxr4fRX11FU24JereDGGZ1rWhLCAvjwmglkPjL3qIcZCv7ciEiJoBPNFjvvrMnn003FVJvaT/xqBZQ1tBKsd59cPlhXyOsrsjFZZGYPjuSli0ejVbu/Ui1WB/Udogmjk0LY7jP8zHUIxRFj+0UQEaRB3YXDpE6tQKNUMCYplPPHJRJr1PPRxkLv44PjgtlW3OBnnNWx9kGlkOgfqWdfpVvI2F2w9M4ZlNa1eB1d0yMN7CxupMATVXH2sPAhCaG8c/lYvtlewotLc3jpwlGUNrSyxyeN02R1Eh7o/gxL6luxOV38++f9XRpk1Zqt/JBV2+n+3nj5/BF8s7OUDfl12DoYiaVHBvDeleMpbWjt1tF1yd5KNubXkl9jBtyf2eaizsLw252lOJ0SLs+n2lV7clpkANdN8z9R5dW04HBBmEHNI6cPYW9ZI6tzqlm8p5yIAA0FXQykayNAAeYOIvPzzf6ibmORf22PLxaPgVl9iw2b0y1CK5pt3Dk7nZeW5eKUIS3CwFPnDMfucPKyR2g5XRAcoCJEq6agrgW1UiKzzIQE3DyzP/eenEGNyUp4h06wL7a0R7k0EtSa3b+pQJ2Kk4fF8FNmBfFGLV3Uufrx2JnDefjHLGrNdtIjAzhnTAJjkkN7ftLvwIa8Giqa3BGcVruL73eWct20fl2KDyFIBL0hRInAS73Zxr6KJq7531Zau/AosLvglk+28eolYxkcG8yirHIaLO4D/OJ91Yx57BdSwoPYU97sd5V7+aQEHj51GIuyyjBolazNqeXrGyZy5XubccguLA6ID1b7RUt2PjgbGYnXVuQw5ekV3OqJeLShU8EZI2IprmvlqqkpTB8QxeKscr7x5K1vnZVOeKCGRzyphDYx0lGUzEgPJSkikKK6ElrsLqamR5AeFUh6VCAzPNNP7/l6l1eQtKGQuhZVZ42KR6VUcMG4JC4YlwTAvBdXex+PM+qYNyyGYJ2agVEBtNhdHKxvpdZso6rJQlSwv8HV1gK3IFFCj222bYQY1Dx99jDmDY3l9NEJfuZqGqWCe77ZTW61mVs/28YPf5vW7X6ignXsKWsiJSKAnQf9xYgEBGiVDIgO4v0rx3HXlztYme1u77Y5/bdLDNMTZ9Tx4tIDpEQEcNuJ/VErFcQE69CpFGSVNXH262spb7DQ4pDReFpqe8LsgphgDXUmW6/bgrubyCXB9IFuu3aA0YkhVDS6/6YuIDZYQ7/IQNRKBU6Hi6pmC59sKgQkXlme591XvdnOKUNj+e+EROa9vA5wf5+e/WU/6/NquWRCEnanTFK4ganpEQTq1Fw+uR+L91QhAzbZHfXYdP8s9GolZptbuJc2Wll1oIYTBna2km9j7tAYbv9iJwB2l0xZgwWj/vi3xX7t+c21/bacLvdvQyn0h+AIEKJEALjTCBe9tbFLMeJLXk0rF7+9kZ9um0qzxT8SYrJBVrk7IuC7l/jQAHKrzTy5KNtbqPnUz/sweXIqF4xJoMFsobTJfWI7e1QsIQFadh+sZ8fBRhQSvL7CfWKIDVJR3uzA5oDCWjP3zBvMmGT3YLYTBkYxITWMTQV1/Hd5LnOGRKEArpqSTFOrg2+2l9LxHLb8QB36gnpkJNIjAnjtktHex5wumZ0H6zF1eJ8fXTMeU6udmz7d4Xe/WikxOS3Ce3tvWRNPLNxLgSfacOusdAI0Kn7cVcpez+c0NjmEg/Xuk6PJ6qCmpI7TX93A8LgApgyK9XiAuD/PFXfNICUigF/2VPDIj3uoaGpvlQ3UKrluWhp/m5XuF/FQKiQmpbUXHS7OKie/xsyukibWHKjGYnPwU2YFd540gORwd32LzeHivbUFTOsfwdmjE5j9/CpafNSGXqNAp3Kny4rqzDx02lDyqzeR7xPdaDtBPXbGUDQKibu/2c2C3eWsOVDNtAGRbMyrQZJgzuBIluyr9j6vN5GhAgL1KqKCdJ1qQLoiIURLakQgLuCyicnkVDQRY9QzKS2c5dmVtNgdmCxOooJ0fL6lGIdHaVY223nu1wNEBemYPTiK7UV13g6xzzcVc8mkZAZGB5IUpievstlb8/P0z/uwOkGjhGCtiq0PzWVSWjipEQbyPYWt/zl3GAFaNevzaliV3e7Vc+7ozh0psixjd7rQqJTkVpncKU+FxLPnjeDdNQVd+vP83jx19jAe/D6L9Xm1nDUqnksmJom6EcERI0SJAJvDxSM/7qHV7iQqSMvIxBBumNGPqiYLN32ygyCNRLNPwd+gmCDeWJlLXrX5kPZfXNtKaICamGCtV5Rs89SIBKjhi23+Q9OW7Klg8IOLabU76Reu84tIVHh8MFzApoIG/rNoD+nRIfzztAx0aiXPnjeCE55ZgQP4eY/7qvjddUWoFBIKz9RUXzQKaLG7R6bNzojGqFcjyzLVzRZOeGYFLR2GnWz752yaLQ7O/tzfMh3g9hP7+9my3/jxNorr3Ccig1ri77P786+f9lLRaCFEr6ah1U5yWABZZU04nDJVzVYufMvtLLu9zMz2svahdVdPSSE1MhCAeUNjmZMRc0QD9f4+ZwAnPLsKgMve24xaAWGBWhJ9ipd/2VPBj7vcRa3L9lWB7P+htdhc2OwuaswNXPz2JgZHB/HAKRlc8+E27zYy7pNss9XB4JggKj3h/Z0ljewsafRu5CtIeiNYp2RG/wjMdpmKxlbCDQpqu7JR9cHmlFmTW8u101KY1C+MH2+dxobcagJ0auYMjuKeb3azr9VEWlQQz18wkp92lfK3z3YCcN/8wZw9Kp7aFhtZJQ1c/YH7/TmA+S+uASCvyuQ3D8dbbiRDTYuDB7/bxQOnDqXYE2nTKBXMGuSOhoQaNJw5Opbl+6o9xmmdC8i/31lKZkkjkUFaXluRS6hBQ3yInnEpYYzzTEk+3qRFBjJzYBRalYKnzh4m5tIIjgpR6CrgjVV57DzYgF6t5Me/TeWty8cyMjGUf3y9mxMGRJAcEcjF4xOJD9GRHGYgKczAJ5u6L8xUAA+ePABwd78syiwHGXYc7FyT0JU1eLNN9kZs8mvbW2CDdEpk/L+0G4ua+GLrQb7fUcJnm4tRKSW+uWWy93GNAhJCdATpVPiWVgxPCKZ/pIHnLxjJ4JhAPr12AvfMcztNmqwOTnpxDTaPGlL5nOvzqk3866c91HnqAnx1wJyMaGRZZmV2FROeXEpDi3sbvVqBVqVk4AM/88XmYupa7N7aiy0FVVjsLpLDDbzy655On4VSgpcvGsVDp/nPP2mLgJwxMp5JaeGHfGWaEhHIqZ7CTQBkqGyysjy7vcgyLkRHsNZ9YtlxsMEj2vxpOxGbrE62FDdw62f+UaMAjYKvt5cSG6yjtMGCUXf0J6pgnYoXLxrDrEGRxIfoaOhCkGglePXiUczzTNQN8Lh+frKxmIWZFQTqVNS32nhxWQ7BejVGg4Z4o4Zf9lSQcu9CPvYZcHfO6HiUSgVRQTqm9He/ptrz5WtLTfgKktkDI9l0/4ncOjMNtUpBoFrio00laFUKArQqVAqJG0/oh9Zz0h4cG0xMsAGFQkFVs42/fbqT8kb/NGFDi51dB+v59+JsTFYnDWYrT5/T92a+XDe9H+9fNV4IEsFRIyIlf3FkWUbnOdI+cnoGMUZ3TcP+iibMVicrD9Rw8pAoNuXXeK3Ti+paut0fQFiAhnPHpaDXaLj/+yxkq4Pvd5QSoFZgPtQ2mC4YERfEnnJTpwJau0vm5SXZ1LY4ePHCUcwfFssHV43jmg+2YnPJlDS0Cxu9WmLl3bOI9qndOGWEf9g8SKfmgyvHccPH2wnVK9lXaUarkrj7pIGEB2hYvr/96t4lu7s5ZFlm7otrSIsMoL7FTp3Z5m05bbW7vIZbds9ZLCpQTZXJTnGDW5zkVZvJ8wkaBGvcRbNPnT2ClGNgTe/LCxeOQqPaybD4EF5enkt9i51bPtnO+ntPJDxQy+ikUGYNjqawxkxetYlmq7PH4XRapUSLz99VpXB/hrMGhXH9R1up7WkoTS+oJbdxG7gdcJFl8qpN3UZYThsdx6nD4zhlWCx7ypr4ZU8FryzPJSHUwF1f7WJAdCDvrinA4pD5KbOc20/sz4r9Vby1pgCATJ9OsmaLA6NBQ1VjK7d8up3SBgsRAWoGxASyrbDR61nS5rGzNLualU8v45qpqVwyPolPNhdx2rBoJElix4OzKWloJbrDULwzR8UTrFfx9M/ZFNaaO4nLyyelEKRVsa3Y3QavVsLAmKAj/jwFgr6OECV/cSRJ4qxRCewqaeT8sYmYrQ7W5NSgUcrEBCqpMDlZtKcKverQc8Rmm4NgnYoTBkUyICqAA1Vm3l1XwDPnjuCWz3bQPzqQvEpTp/qO3lib38CAqECC9a5Owqis2U6cUcuQOCMWu4MZA6P428x0XlyWQ2SghuEJwSzbX4NCUvD8kgP8sKMUi8PFixeM5MxR7aKkutnKosxydGoFl01K5qWlBwD3yPlThsdy99eZ7s/Ns73seaztgtk3pdVTc1FNV85wHvQSvH/NJG+tzLFGrVTw/AXu2pmLJiQz5enl1JptbCmsZ97QGCRJ4sULRwFu0frogj38uqeSskaLu8hVoyQpzEButRmNSuLmmek8uzgbF24RcfqIWL7ZUc6C3eXdL+IQUEkgKQCn+9+mFgej/7WYRmvXn2ywCm6d5Y7QSZLE0Hgj6VGBzB4cxaXvbHK/37c3sfKu6YQYNCgUEgqFgh92lqJSgMPl/lu2YbbYMBo0zHx+FWZPXsZkdVDWYMXqdBGoVWKyOr3fYyXufby5uoCwADVmm4xLcgt+hUJBUlhncTkgOohmi7ubZkxKGBEBWr/HnS6ZX/e6fX6UCokfb5t+pB+nQPCHQJJl+bd2rT4sjuUIZMHh4XLJDH7wZwK0Kppa7Th6+WYkh+qpMllo7RDe16kV7H9sPgDP/5rNWaMTvCZhNoeL15Yf4OXleUdll/702UN49tcDnU7u45JD2FvWRKhBTUljz/PijXo1k9PC+O+lY733Fde2cPm7Gyisa4+uaJQSA6ICsTqc5FT3HCU6FtxxYjp3zBn4m78OuEcAzHhmBWabkztm9+eO2QM6beN0yXy+uYicymaW7KvC5nCx4NapRAXpaLY6CNSq+CWrnLu/2tHjpN7DRamQemy/9uWeuQNZvr+Kr29qT901ttq45O1NNFsdvHzBSM543V0H9Nk145jUP6rL/Tz+UxbvrC0C3MLz/avGctX7Wzt9V2+akUZciIYnFu4nSKei2vM99O3uSo8K5PVLRjMg+sgiG1aHk3dW5/P5lmIOekzTHjtjCJdNSjmi/QkEvxXH8rwtIiUCL//4agdWp4zK1rMg0askWh0yRfVde0lYfEL5d57kf3L9dmsRL/m0WB4p937buf4CYEtRAwDmDoJEq/QpQvSQERfEqxeP8bvPoFX4mbLNHxpDRkwQ3+0opaLZf5/nj4zly53uaICvy+fhkB6uI7fW3zo+I66zSdlvhcXuZNbgaBbsKuPkYV2PtlcqJC7xDEG7aEIz6VGB3jRDsE7FSS+sxmSxkRgWQFGNmVafz9l3VszhcqixOa1SYk9ZE1uL6r0zbpwumY15tWSVuf1KNuS3d7lc9O4WCp46uZNnhsslewUJuMXFq8tyvK3kUUFaKputaJQK5g+LobrZSmyIwdtdBZAUpmdyegRBWhV3njTwiGssbHYnjy3Yy5aiOsobraRHBOCS4JIJyUe0P4Hgj4IodBUA8NnmIr71uK+auxgPMjy+Xf1Gekaa+6a/b5ye2utr2Bwu7v1+b6/bHQ1aHwcqH3NVNt0/2+u2+u9zh7PvX/P47LpJ3pOrLMs8/fN+xj6+zGs2NiUtnP9eOoYbT0ij1eHC1aF1x6BXMzY5hHijjhcuGMmZI+MOy5shMlDDL3fNIkTvf21wwoDIw3nLR0WcUc+oxBAeO3PoIV3RD4wJ8qt7qDfbyK0yUd5kY3+lGbvs/wEcqSABvO25XfHBFaP58OpxAFidMmOSQ3jvynHeybamVjsPfJdJvFHLaSNiuaJDdGHAA4t4bUUOOZXtpnZXvr8ZTYc/oMYjKmRgcGwg394wkfhQHc/9ms0LSw4wvX8ECSHtdSJFda3sLWsiKljL0fiEvbEqj5/3lHOg0kSwTsWi26fxwVXjUIhWW8GfHCFK/sLsK2/i6vc3M+iBhdz3bfdTebVKiU+um8g1U1NJCNUzMtHIzIGRzBoURVKojphgLelR/ie0s19ZyeebCr0dKE8t2sugB38+Juvu6rAsef7Te4p2wwPUnD46AQVuB9MHv99NjdmBUadkzqCoTmPZ7/56N2+sckdw2s6F6VGBOJwubv50O+WNFmSXzAkD2wXDhxuK+fqmKXx982ROHRHPixeOIueJk/0EXE8khRlQKiRGJbW7cm7752zvifD3QKGQuHpqKpdNPPwrcIfTxSmvrMFXUzlcMv3C9fzzlMEYdUd2eOlJ2ClxR6W+2VHG5e9tQauUSArTExmoZdag9pTMVf/bQo3ZjtGg4fEzhqLXqsl7Yj4az5I0SomqRgvL91fhdMnkVzWzLrcGm1NmSFz7d/n0EfEMjnXfLqht5dYvdtLU6mDVgRpyq008fFoG09PDUSvavn8SmaWNvL+uiJn/WUljFw63vSHLMglhBvpHByLjHmCpUStJ7KIm5a/CjuL6Q07lCf7YiPTNXxC708Xukgbu/HwHRfU9T52dMziKEIOGIJ2af54ymPGpYUQEahmTHEpDi42R/1oCwJM/+88Z2V5qJmfRPnaVNhGsU/Hm6oJjsnZfy3hf2u5q8HTm1JrtJIbocQG51WZyPQWoTRandyZJG59sKiKzpPP8nr/PHsD1H23zuoBaXbAy26fzBnfeP9ao996nUEh8dM1ERvzr117fy3tXjqfF5mBbUT2BWhWT0sIJD9T2+ry+gtXhpLLR2qlguazRwoXjkzhxcDRVja1c+Pamw6of6urv630MdxfQ8v2V/HDzJG79fCfFda3c9fVuQgO0TO3vNq/75NrxvLT0AK0Op3fmjlKpYMFt0/lofT651SZWZldSVG/liy3F5Ne0eMXu7TP7c/0n2wG499tMbxvwQU9xdbBexZD4IM4dlYBCoeDJc0dy25wBmFodXP3BVorrW6lsbOXqaf2OyHFVkiROyojixaXZqJUSiaF6ZFn+y1q0769o4tw3NnDrrHRum9VfRIv+5AhR8hdBlmV+2VPB++sK2VJYd0hzZwDevmKc99+SJDF3SLvHhdnH5bOuiwrHZquLg3UtrPMZL3+0xAZrKGns3smzrT0zVKfo8iAu47bKN6gVXDElFa1KyQPfZeFroxGgUbLkzuksyCz3CpJQg5ph8cHkV7egUUrke4b+rTlQw+wMf2two0FNcrieoh7mtySH69GoFMz4zwqaPI6xGbG/T2F3s8XOZe9uZufBBgB+vn0aaqVEndlOv8gAIgK1yLJMUW0LSZ5Jtx1xumSW7K1Co1Jg6TBbx+KQGffYr1w0LpEas/2oCppVwPRBkeRXm0iPCiK/upnCmlZMNpmhCaG8evFoTn91HTaHi8vf28S7V4xj5qAo9Fo1954ypNP+BsYE8fjZIwAorW9hzgurvE6rMnDjjH6cNCyWpFCddyKvjIQC2fubiQzU8ealY/2mZccYDVRJrRR76qz+MXcgN56QfsTv+8MNxVQ123C5ZNTKrr/LfxXW5dTgdMm8uDSHUIOK0UlhDI03/qU/kz8zQpT8hahssrKpoO6Qt79oXOcBcb7Eh+iZMyiSldnV+DbgGFSS1wl17TEUJICfIPnk2nG8uuwAGwraTdnaTo/1Fhf//uVAl/v4Za9baGwvrqfZ42tu8SnOdOHi0nc2eU9WY5JD+PrGyVQ1WQgxaBj44GIAZg2KZHJ6OF2x6u5ZzPjP8i6FSXK4nlV3z+K6D7dSbXIXz84cGMkds/sfwidwdLTYHAx7xD+KM/+lNd5/Xzk5hdtO7M/bq/OobLIQatDw4GmdT+4uWaakobWTIGmj1SHz3ga3EVnHeUOHigQ8cOpATh2RgEqhQK9RYrY6+M+v2Xy7rYTCGhPDE0LY9dBJnPjcSlRKBVf9bwtXT0nm/pMzUCm7Tx+5XDI3f7qDFh9f++HxwZw/NhGH00VJg8W7brVSgRMnKpWSqCANwXoVSoWEyyUjSW6xLssy3+8o9e7L6pApqW+hocXO0PjDL1yekxHN6ytymDYoijcvG9P7E/7EbC5oP4Y8tWg/SWEG3rx8nLejT/DnQrQE/4VYl1vDg9/vJr+m+yv4NkbEB1FlsmN3uFh776xuuwh+zizjzi934nDK3u6TIz0JdcecwWFsLmyisYNpWkywlovGJTE5PZzz3nTbs3c3uG5QtHvE/Kb8+m7TA92lhlbdPYPkcLfFuzv11UhRrZl5Q2MwaHrW9Y0tdqb8exkmT+vProdOwmhwh/RPemEVd8weQIBWxfT+Eb/Lld+bq/J46uf93ttdDRa8bVY6Ly9vt7j/9qZJjO7CM6XJYmdDbi03fLwNvUpCr1Fy04w0NhXUsS6vlkCNkmijHgkXmWWmw1qnVoJ75g/k8sn9UPsUL7tcLj5YX0hutYkArZr7Tx7sXkurnZnPriAmWEeN2UZlk5WXLhzJGSPbPWjKGlr5aEMR1c0WfthVht3nj50aYeDBU4cwa1AUn20u5r5vM/3WE6hVEWZQYVAryak2E6RTc7WnxurTTcXcNKOfn81+GyqlREZMMF/eOOmwO3HsThfqHoTVX4WzXlvrdYMO0Ss5eWgsT54z4jivSuDLsTxvi2/8X4hthbXdCpLEUD23zkojQKNkdFIoTa12ak1Wasy2brsIXC6ZYL2GVrtMNxfMx4Ql++q6TG1UNFl5dUUOf/twk/e+7sYJ7q9sIau0uZPo8DWFy4gNJj3CXR+SEm4gJdzAtVNTvYIE3FfNY5JDOXt0Qq+CBNypnOEJIX6323j14tHMHhzNjAGRv1sousTHdM6g8hcki26bSuYjJzEiIdDvOc8s3k9HakxW9pU1ERGkZWhcEK0OGZfTxdL9VTRZnKgUEkaDhqyyJhLC/a9oTxkWjaGLI48EDIjU8/blo1l690yumZ7uJ0jAbUI2fWAUw+JDWJvT3uYbrFez5YE5jE4OpdIzqPD2z3f6FZquyK7iv6vyWJtbg90pewtqzxkdz3Pnj/QWyjo6fEnUSomHTh3M42cOo8ZsQyFBq83O/CHR3P9tJo0tVh77KQud57sUoleSGKb37is2REdhbe9zor7ZVkJWaXvUTwgS+O+KXK8g0Skh1KDl9jmdvXSONS6Xix3FtazMrqTF1kU7ouA3Q6Rv/uA4nC4sDhdXvb+ZNy8b2+XU0PxqE/NfXNXJp6ONa6ckceuJA7n1sx2cPzaB+UNjWbavknfXuotTt+TXMcXnSv7nrHLGJ4eh1ypZk1Plt6/UCAPD4oxM7R/BPd9kdnqtI2Vzh7TT5BQj6wsbsbugsvXQ4jJNPtN+o4O0hAdqkF1O9lW2EBGo4dqpyYQH6RiRGEqQ7tiNhF+f1x5+vuDNDXxxwySAIzbVOhpmZ0TzkWe+S0uHY+3anGqMeg3/1yFKsLGgnmcX78PqlLHYHKzKqfUOGvSlyepiU0F7wbDFs83Pme65OjpP/cnCzMpOzwUYGB3IB1ePJ9qncLgrUsIDeG1FLtdP7+d3v0Ih8cjpQ1mRXU2Jp7bDt0X8xEFRLOgXTq3JSkWTFacMKoXEffMHEeGxf1+4u4wHf8giLTLA685rd8rc800mscEaajy1UyqFxH9X5SEjU9pgwWp3geS22L/xhHTW59XxwvkjeGt1AUPijMSH9PyeTBY7d321i+umuVvrjyTl82fkp13twzotTggxaFiXW4tLdrejnzsmgdDfYFKywwX/+GInTRY7V01N4+aZv31qVeBGpG/+4DRZ7LyzOt8bbu9om/7mqlye+jm71/1cPimRtTm1FNW1MigmiOyKZj+fiIdPyeCqaamsPVDNS8sOUGe288l1E5n/8mrqzXY0SgkZ+PWO6SSFByABF769sZOYOFraCll7Y0xSCNuKGwD3bBqLp8YlSKOg2eYiKkhDVbMNjRLa6nVjjTo23HfiMV0vwK6DDZzx2jrv7cKnTznmr3E4LN9fyQ0fbfNLXxwtUYEaxqSE8HNWFRqlREZsEJmlTT120gAEqsDkEUefXzeBiWkRR72WlHsXEmpQkxQewA+3TAHchd5X/28LK7L9Z+ZcNy2VB07JAKChxcbYx5bgkGFEfDApEQH8sKtrq3y10l1T4vv+JNwmffse72zM1hPNFjsXvLkBq8NFXrWZrEfnEqgV14uVja1MeGp5t4/PGRzF+WMTmDOka9O/o6G51caXWwr5flsZz100mgEx4lzUEyJ9I/ASrFP7jTy/44udODyDwrYV1fHsr10Xe3bkww0H3YWdLpk9ZU1+gkQCHlu4l++2HeSf3+9mb3kTZ4yKI8aoY8eDJ3H33IHYnDIvnD8SvcZdBKhQSJwyNKb7FzwCFPgbtvXEtuIGb4tnRpyRly4cCUCzzUViqJ4qj2trmyAJ0CgPq3BOluVD9k0YkRjCR9eM9962/Za5rkPgpaUHjqkgAagx2Vh9oAaNUsLmlNlZ0rsguXBsLFmPn8KJAyO5dVY6R+U25sOA6EDqW+wcrGvBbHUrHkmS/H4nAFdNSeGBUzJotth55Mc9jH18CWme6FVogLaTIMmICSAq0B1BsztlEsMMaH1MVWRApVRy2bubD3mtNSYLwx75lb3lbqfcd68Y+5cXJE6XTIvNwQfrizo9plZI9I8OJD0ygJOHxTLqEOdDHe61d5BewzXTB7Dg7ycIQfI789f+9v9JOG9sInvKmvjf+kIAzn9zA06nzK7SRiIDNVSbOrfQalUKHE5XpxNHxwxPW2RCBu7+JpNArZLZg6O47cT2vO710/tx4bhEJCA0QOP1VNhX0cyxxEXnoszuGJ8cyuYidyqhoMZMkY8V+JA4Iyv+cQJXvreZtZ7Uitnm5OEuuky645/fZ6FTKbl+emqv6QaA0T4GaS02BxrVoYecXS6ZX/e6c9tnj07ocdvqplbya8xM6NcecciuaKRfRCCSJPHcL9nsKmk65Nc+5DUCZtvhia2HTxsOwFtXjKPWZCUqWNfLMw6Nn26dxvL9lQxLCCHA5wR//8mD+W5HKc0WBxdPSOLh04ZgtTs57eW1FHpSTbmVzejVSlYe8I+o3D13ILfMTHf/DV5fz/6KZgprO6ewTDYna3NrOt3fHf/31W4iA9VUm+ycPTqBEwdH9/6kPxmyLLOtqI5r/reFaKOWWrMdm93FwC7EgN0l8+hpQ5icfmgRtXfW5PPflXmEGNTcfEI654zp+fcjOP4IUfIn4ZHTh3hFyfbiBgI8jqUWW9eOkn+bmcaF45IY9+SybvepUcJbl43lyv9tBWDFXdO59N0tXDje3/1TrVTw5socft1VRGEzjEsJ4fnzRx2Dd3V4+M5ZaRMkAGePiuOWmem8siIXp0tGkmQaWm2szatlUEwQ+yua+eL6iV2OhH/o+0x+3FVKU6t7Guz5YxO4cnIKi7MqcLhcDIwJ4vxeWqcBArQq9v5rLkqFhFZ1eF0YjRY7ByqbWJ9Xy5yMaG+9i8XuRKNUoFBIXiF4zzeZrM+rYXJaOBlxRk4ZFsONH2+nutnKqKRQv/qWbteqUfp50BwtpwyNZmGWfx2JArj9i528dflYlArpmAkSAI1KwbyhnUP6OrWSzffPZkV2FRNSw7A7Xdz0yXavIJnUL4yKJqt3lo1Cgttm9efbHaXcNCMNAINGxeI7pvPP7zP5eGNxl6/fPyqwy/s78v7afNblVKNSwagEo58H0F+FVqudu77ezaJM9yTkRksLWpUCq8PFVp/fMLgjtv0iA5iU1nUbfldcOD6Jd9bkk1dt5rUVucdElNSYrDz7y36MBjX3zhss/FKOMUKU/AmQZZkdxQ38+5xh/N83mfSPNGCyOmmxOWm2yd6x7L48tySHH3eW+NVbtDEmOYQAjYpYo44h8SGs/b+Z/LSrlI82FvPB1eN4fWUeyeEBWB0uUsINPPPzXt7yGWS2pbCB7bnFbMwp+z3evpfu5qw8cEoGCoXCm7L4OauSnz0nyf0VzWiVCib06/pAt7O4AdnVXsfy5dYSvtlW4o0wTUxzh48dThc/7S4jIVTP2JSu99VTt47D6WLB7jLCArR+7cFOl8xXW4p5fkkOSgmmPL2ciEANZ4yK58cdZYxNCSPEoKa0oZVN+bW02hxYHTIrsmtYkV3DG6vyvWmmrYXdCxLfWp2OgiQ+REtpg7uj5ZIJSXy6qbjblu+0CAMpEQEs298eaVB6ukiunpLCe+sKUSrcrqwnD4vF5ZJ/V4dOvUbpHTxoc7iobrYSZ9Rx6ohY7ps/mJs+2e4VJYtun8agmGBumpnWKbP02BlD+XZ7KRa7k3/MGcDNs/oz6allVDZZOH1EXK/ryK9q5omF+xgUbaCgzsIz5ww75u+1r+N0upjxnxXeDqkwg4oQvdprWteGUadCIUFjq4OXLxyJS+55FIEvgVoVH187gf+tK+TLrSVUNFqIMR6dAH53bQFfby0hQKvkrJFxJIUHHlInnuDQEJ/kHxi708XqA9W8stwdAcgsbSTUoKa80YLJJ5TucLm7TWJC9OzyuHgC5FR3bg/e+sCJvLYij00FtazNqWHe0BhmDormxhPc1eeNLXa+3FrCl1vdVfFhBjV1LZ2jMbd/e/STgI8F8SE6FAr3STEiUENNF6ms968e1+m+Np45bzjf7yilstHCd54agzZBEhmoJbvCRFJYADtLGrjji10APH7mUC49hFkyG/Jq+XFXKQmhBs4YGcdPu8pZtr+KyWlhXDutH++vK2RzQS0Op4xaArvs7iBqsjh4YUkOAHk1ZkINauo7/A1CdEpaHLK3fiUmWEuFp1VWBUwbGEF2eRPRRh07Djb5FQ9HBKgJC9Dy3Pkj0aoV9I8KZEV2Fe+vKyQ9KpCN983i5o+3su2gOw10woAIVh5wpywW3DaN1TnVfqJkZXY1j5w2mLEp4UxNj0CrVnD/d1nMGBB5XC3DNSoFX904ibNeX8/anFrqZ9jb65BigxnkSR90Fdlauq+KFo94G+hpV19/7yz2lDWREm7otH1H3lyTDxLsrWjh46vH0T/2r9dt88ryHKpM7u/tBWMT+Pe5bu8Ru9PFN9tLeH1FLmeOjOes0Qlc9s5G6lsdnPLKOqKCtJw+Io7rpvcj+hAibOlRQTx+1jAePn3IMWmzvnBcIh+sK2BYgpG1+6t4/Jd1rPrHDBLCAvyGVQqODNF98wfm9FfXsrvEx9dA4R4it6/C36iqbdT66gPVvH35WNYeqOLF5YcmGg48Ph9NB6+IJxbu5e017nZhg0bpPTj3Rd66dDQneUL5G/NqufDtjX6P3z9/ELEhegZEB3WZvvGloMbMzGdX+t0XF6Jj/b0nYrbaGfJwu1NqTx02D/+QxYcbi+jul6dTKVAqpE4RiwCNgvhQA/2jAimuayXTx9MiWKdi3tAYSupbQIarp/ZjYmoYBxtaePynfWzIq+2ya0mrUmB3uLyPXTQ+kbHJoZw2Ig6Nz8lYlmUcLre3x91fZ/LN9vZWzTZRpFVJbLz/RL7fUcYPO0rZWdJIgEaB2eZi4a1TGdJH21xbbA6aWh3EGHU0ttrZkFfDSRkx3Qqm73eUcscXOwGYkBrmbfE+VPZXNDHvRbeL7iOnZXDllN4nbP8Z2VlcxwPfZzE6MYQHTslA1yHaYHe6sDtdGDQq8qpM3P31LrZ7OuoAzh2TwLljEpjYTZTz98Bmd/Daihw+3VzC2ntnHXZq9s/CsTxvC1HyB2JvWRMfbyoiRK/m9ZVdiwqtErQaFU0+7qdeu2yFRM6TJwPuk8y4J5Z2GTlo4/75g7h+Rhr//D6Tc0fFEx6s5fsdZUxNj6CkvoX9ZU28tiq/xzWPTQykpsXVZVHgb01iiI6KZgvvXTmeaf0j2VJYx3lvbCA1wsD3N02hotnCxW9v5J+nZLAhv5Znzh1BZZOF9Xk1nDkyvlOu+MstB7nnm92dXqfgKXcLaNr9i7ypkp5ESWGNmRM6iJs2UsINOGUZCbdDanZFMwa1RKtd5uNrJzDFU+BX2tDKZe9sorShlflDY9CpFOwubaDGZKPZZMMudU7Z9cbwBCPf3DS5x6vJ/eVNnPfGepo9pjfPnTeCu77a5bdNWwcOwODYIGwOF4tun9btAbvV5uDcNzbw2JlD/QqC+yKZJY2c9upa7+1vb57E6KRD6wBpY8rTyyhtcKcoZgyI4H9Xjf9L1iXUNFtpsTlJOoTIUhu1JivL91fx9pp8DlSamJwWzifXTjiun5/D6fKOI/ircizP2yJ98weixmTl003+xXV6FbTpD4UEoxJC2FHSSIBawuwZSCPjLl68fHJ7SkGSJJ4/bwSXv7+l0+ucNzaBi8cn0dhiY9YzS8mvs/LxxmKvDftzvbQZp0cGeKfybj1oQqOUvMVrvyc1Zht2J1z34Vb2PjqPxVnuYrqCmhbmvbQKi0MmKkjLc79mE6hTk/HQYm/Up7S+lb/N8jdMOm9sAo8t3Euzxd917IzX1rG7pBGlz4HxYJ2521HzMUYd10/vh16tZGxKKCMSQ8gsaWRAdBChBjU/7irjhIFR1LfYuOuLnewsaeTJs4Z6BQm45w4pJLA6XHy/s4vanS4uNVQSOLq5BIkJ1vLBVeN6PbCuOlCNxd4ewXnohyxijTqaWu3eyE6bIFFKsOBvU3ucQQPuz6+m2coPO0p/F1Hy9bYSPttczEfXjD/sWoBf9lR4/33O6HhGJR7eej/ZVOQVJABrcmqwOlyHbUH/ZyAi6PAnYocHajlvbCIjEkM46YXVrM+r5Z/fZ3Hv/EHH1PDwcOjt+y04PMSn+QdiXIr/FVmcUYfvOBiXDHOHuVsKzT4T8gLUCp4+Zxj/N2+w974tBXUs2N35ZBYVqEYpyRjUSm79bAeFdVbvY135TnT1BWoTJG3YnDJWh4sxSUZUv+M37rJJKQBY7C5Oe3WN16EWoLzJRn2LnQOVJiamhbO/otkrSNRKiY35dbg69B9LksRbl43l3DHxPH7GEM72mNS1pdCcPkHHO7/0jx74olMruf/kwfx9zgCm9Y8kWKdmSnoEkUFa7v8ukzu/3MUtn2zn4R/2sNOz746ZhCaLndxqM3qNkphgLZN6CWFLuAWJtsPnrwRum5XGxvtnExrQ+0ni7dX5fnlzs82JQoLnzhvJm5eN4frp/bxrHZUc0usBu7rZQn61iboWOx9s6OxL8Vtw99e72FZUz7PdDGzsCZVCQquUUEoQZtDQ1Np1d5vLJZNfbfL6pAC02pw88F0W4K5vGhYbxJYHZv8lBcnRMiA6iPtPHgTAJ5uKmfvCaurN3Ud9u2Nv2bFvjxccHSJS8gdBlmVeXp7jd1+sUUtFo8WvVuDRnzq7t5rtLub6uB4uzirn7q9202ztPNOhymTn8y2l/LSrgmCtwhumB8iIC+Kz6ybx/Y4SsiuaCVQreGtdzyeSUYlG7+yKbcWN9I8K4OLxiSzMqmBrYUOv71ujgMO0vwBg432zmOhxgwwzqNhT1rVnigzeCArArEFRlNS3kB4ZiEuWUeCvBialhXtbEmcMNPOtZzKsSiFx44w0CmrNLNxdzpbCejbl13bb1dMdbQXEe8ubaLbYvQPz7v02i1NHxBOoVVHRaOHDDYWA+0T35fWTiDHqGPfEUr99RQdrvXNgZCDeqKWh1YHVp1YlQKdifOqhrXHVgWpqPAf+e+cPJDE0gFs+3c4pw+OYOiCCQK2KuUNiUCmg2eLkhIGRgDu83ZU4Ka5t4aONBX5ppqcW7eO+kwd32rY36s02QgzqQwrjt2nH99YV8NBpGYf8Gosyy3lxWftv8J21BSSGG7jcI359+e+qXL7bUUZSqJ73rhpPVbOF6z/cilopYXfKLP/HCQQfpyv7PwvXT09jQHQQry7PRatSkFXWyLT+kV1ua3O4cLpkCmvNhAVovAWySoXElsK6Thd8x5pFu8tpstiYNSj6mLa//xkRouQPwNbCWv79c3anvv09BxuZMTCcFdk9e0+Ea2FDXjUzBkazOKucmz7e3usUX5PNialDoWWd2U5elYl1ubX8urfr+SUdaRMkbeRXm1l5oOaQBAlAoK7r7p6eMKgVnPPf9d7bdR2HvHTA5CO83ruy+06cjhTWuOtkpqeHc+7YRE4fGY/J6mDhbneXzgVvbeSBkwdzXYcZLd1R0dge1u8XrmdHiR3fa+jRj/6CQaOiweIgWOf+6Y5IMDIswdilS2ybIAF38Wxpo7XTNk0WB2NTuk9B/LijmI159Xy6tcTv/ssnpWDQqJiSPocArcovdXX77AFoVUpW7K9i2MO/0Gx1MDY5lPeuGud3Ik4KN6BRKpmTEcWSve4ZSm+vyefe+YMOq0agpsnCG6vy2FfZzIdXT+ixAyLbx9BvUC+FzW3Issz76wr51097/e/HbRHfFUPjQ/jPLwfIrTKxOKucdbk17DzYiE4lMal/hBAkx4gTBkYxITWM0oZW0qO6/3tWNlkI0Cg5WNfCYz/t5eNrJqBQSAyMCeL2z3cQa9SREHpotS1tnkCHw1dbD5JV1kh6dJBXlKzPrSHGqKNf5KH52vxVEOmbPk6rzcm932axpai+k5CwyLA1v5boILc7aJBWwZC4YBJC/ZV4rRUeWbAXu8PFowv29ihIDEroLphc0WjhhaXZbCv0n2fTMSUQb+w+DeCUYfWBQ3e8bLU76OnnH6RTMTTW/2DUYnd58/aH06H3n3MP3StiXW4Nl73nthNfnVvL1qJ6GlpsBGpVfOnTjfHEon20HmJ3UrBOhU6tQCHBDo/rqkol8dTZw1BI7ohRg6eepcnioH9UIA+e6r7S16gUrLhrBnMyov3Mu6I8eXtLD/U8vtN2G1psPPLjHk58biUp9y7kti8yOwkSaPdcCTFoUHsM3NpoK2id2j+CqGAtkUFazBY7N3+0rdN+7p43iLcvH8dMT1TFJXPYB/yKJgtfbC1hXW4tafcvwtSNUADc3Uke3rxsTK/7brU5+fsXO72CZHyq/xX1ayvyOqX5AGYMiGRoXDB6lcRtn26n3uwWhBaH3KVTqeDI0WtUPQoScB8n8mvMhOpV7DrYwK6SBm77bAdbC+tQKRSHJEhkWea2T7Zx2+c7eGNl7mGt8c6TBnLGyHjGeGqmzFYHt3+xk1nPreJvn27nw/WFrM+r6Vbk/pUQoqSPo1RAbpWp28eb7VDpmeOiUii5fXY6t5zQnxumpfhtV1DTwrAHf6a80dLFXtppcfpbzY9IMDImOYQZAyIZHBvEutxaTFb3D2dSajBDYwOwukDnE3ObOaA9HaBRSszoH+EnLA613StA4+466W77s0fFs/Ohk/jp9umsu3dml9scqi29Xq3gu+1l7ClrPKQ5GfvK/XPRH24oYvbzqzFbHYxPDWPNPe71qBSw86B/hEuWZe7+ahdXvLeZ1T525k8s2ofF7vIz6koJN3DR+CS+unEyAZr2n2tSiIbzR0UxNiWM3CoT/e9fxKebi3nxgpF+kQ9tD0U8bS/TVmvz0PeZjPzXEv63vtA7Ibc7BjywiMVZFb1+Vv84aSBNLTb2VZpYn1dLblXXabRJPoP45r+4Ervz0HN2QxNCmDs0BqVCIj5Ez3+76UwDGOszKyW/puf3+PbqfEY/9qu3kHhUUgifXDuBZXfN4JzR7nqir26c5Dcnqo09ZY1klTXR6pCxuWCJT2SxrRYC4NXlOSzYVUbjYUYDBYdHiEHD2JQwksIMLLtrBl9vLeLHXWWc+8YG9JreT4OFNWZGPvoLP2ZW8NOucp5enI2pi/R3dwxLMPLPUzO8gru62cqgmCB0KgUr9lfxzfYSLn57EyMe/ZWr/9e5+eCvhEjf9FHaWkvbUgGHQn2rnes/3N7t45YjaP4O0qmICtaRERtMQY2ZOrONVqsdq9OF3aUgy3Ny9m1I+Xlv+4nW5pR55eLRTHxyKS3dOK52h9nW9YJzHp+HukN76SvLDu/KpSOtdhebCmo55eW1RAdruXh8krtDppvujEExwVw2MRmjXkWQTsVTP2dTY7Iy5OFfCA/QcMqwGFIjAjhY30J4oH/kqLHVzs6DDeRUmdhWVE/Wo3NZsb/Sm3aICNBS2WxlSFwwMZ5Q75jkUH65Yzpnvb6eapON4gYbT/ySDwoVOdUt2F0yb68p4O01Bbx35Tg+23wQgIP1nQ3y5g2N4apJyfz9q12UNVjIrjRx+qtr2O0zE+e8MQkMig1mUEwQQ2IDCQnQsS63mkvecUeHbE6ZGz/exuikEL69eUqXn1FbJ4/VUyGtAO7/Nosvb+zs67Exvz0Fua/CzMvLcrjrpIFd7tcXm8NFrdnKv88extfbSihtaGVPeRPvrMknJTyA2Rn+s2SMhva0yeLMCmYOjOpyvxvyavl4U6F3uGWIXk2sUYdKIZEWGchz54/kysmpxATrOvn4ADy9aJ/f7bYM4ZWTk3lleS6/7qkgy6fI8vPrJlBjsnHqIbjBCo4MWZYpqm9BLcGAmCAMGiUDY4IoqW+lyWLvMaVW1WxBp1HQaHF6L5JOfnEV390ytdPv+1BIiQjgo2smUNlkYWV2FWtyaqhqtmJ3urotnv6rIERJH6Ki0cK+iiZ+ziznx12lWOyHpiKGRBvYU3nsfEBCDWqSw/XsPNjE2lz3yeJbSr2PS7gjC1uLGjo9VwKSww3UmttrSYY/+mun7XojRKekwdJ12iO/2sTADg6YCaFdD8VT0nnIYFe8fdkYPttczPLsahpabLywNIf31hUwIiGEKyYlM75fOEE6t517bLCOqf0jmNo/gqzSRu75ejeDYoPYX+6OAtSabXzomYuiVyuIDvJPpwVqVeR4ol9tV1vbihr40NN9suG+WfS7/2f2lDVRa7Lx5ZaD2J0uYoJ1nYYrfrHlIDEh/qHn7IomnjlnOP9dlUtBTfv3wqBW8H/zBnHFlFS2FNRxxog4WmxOvth60E+QbHngRCKDOhfjtQkS9/tSMjktHJvThd3h7CQS25g2IBKNUgHIqBVQXGfmug+3MjIxhJzKZl64YCSSJPHo6UPILGnwvj+Nqj1cZHW4Z/y0XWXuLW3kxk+2YbY6QYJak41Iffv2K7OrWZldzdmj4pmdEc22onq+2nrQ4wED41JC2VJYz9J9XddFmawOvtpazMHaVpRKdxHzf84bwTQf+39wX/12x6sXj2H8k0tRSviJ8Q/WF3WK/EUFqrnw7U0AJIYZGJEY0u1+BZ2pNVkPSRhUN1uxOVykxgQRZTSQEBrIiYOjsdid3PXVLu4/eTDxIV0fRwbFBnP5pH6szq5ie3EDdpdMcb2Fx37ay8OnDubK9zYiSRKPnD6UkcmHXtweHazjgnFJXDAuCVmWqWqyUtdy+F1EfyaEeVofYWthHb/uqeCtNQUE6ZTEBOsprmvp0dujf5SB22b157SRCTS02FApFdQ0W4kI1DD0kcMXAr7cOL0fW4vqKK1vpdynYDIxTM/10/rx6IK93rB19mPzGPfEUpo84ZLYYC3lTVbGp4ayucA/dRERqKHFaqelB8F10qBILpmUwhVdeKiolRIGjZIbpqWwoaCBNTk1LPjbVIbGB7OvvJGr/reFyib3jzpEr6Kh9dBDrN/cNAmXS+a8N/1dX2OD3ZGLkQnuTiIZ+Pc5w7wHkkve2dTtoLthccF8e8sUP/+Pb7aVeA3HYo06bp6ZzpML93pn97x16Riu/7hz/cWhEm/Usu6+2QCk3LvQe/8/ThrA7IxoZBnmv+R2FI0P0fn5ZsQEaVh33+wui0V99/Xr36fTbHGwJqeayyYm93pSqDFZGft4e3dQUpiB4roWLp2YxG2z+hMVrOObbQe566t2c7pPr5tArFHvddH9+JoJTO0fwemvrKWo1szguCA25tcTFaShqrnzgXx4XDBPnzuCsoZWrv3QPVRSq5RwyO5IZESglq3/nO33nF/3VHDvt7upM7uvVoO0Sl68YJRbXPlERN5dk8+QeGO3bqIvLs3mxaX+0bu2TipfogI1VPkITbUCrpicyvUz3D42x8t744+CLMu8uDSHv88Z0PvGxwinS+a/K3J5dskBQnVK6jtcPGU9NJtAw+FHT/7IHMvztqgp6QMcrDVz7hsbeMtj3d5scZJTZerVbOzR04dx2kj31MsQg4ZArYqkMAOvruicygjSuk8yvQ2yUnlORm+szmdG/3BijXp8uzljg3VcOjGZEJ8wuEt21w600SZixnRhhFVjsvUoSIbHBfHEOcM7df70C3dfwdidMo2tDp5fmsuanBpGJ4UQqFMhSRIpEYFUe05OP/5tilckTU8/tHa/L7YcZGxKmLeVFdyRn/ImKy4ZtnsEiQT83zeZ1Jnc7/POOQMY0M1k2MyyJk56YRUH69vrF+77LtP77xabgwe/z/IbJnigm7qLQ0GvlpjvGTjncLr8OkzOHp3AoJhggnQqJnvamksbLAyJDeSDq8ez66E5rLxnFk//vI9+9y0k5d6FTHlqGQMe+JlTX15DgLY9GvJzZjl1Zhu3zepPeKAWWZbZWljXbVFvRKCWA4/PZ2RiCINigij2TOb9eGMx459cxi2fbOecMYnoVBJJYQYMaiVjkkNRKyXeuHQMN0zvx6XvbuLitzeyu7SRAK2KhBADf5uVzukj4hkS27nQcXdZEye/vIb6Fht6tftL7HDJ3tToBeP8J8ZuzK/l+o+2eQWJTq0gNEDLl9sOcsun23ls4R7eWpXHvBdXsy63hod/2MOeMv/usjbiO0SvVF0IEsBPkADYXe5W46vf38JNH2/nvm8zMVsdZFc0+3UOCaCisZWbP9nOTp95Xr8HdqeL6QPCmZIWjlbd+YC6peDQC/mPFIfT5f0e/9kQ6ZvjTI3JyrT/rOx0f9tBrCdZMjIphCaLnV0HG5iQGo7L5eK6D7ewJreu07YWu+x1ZO2JqyYn8+W2EhpbHTy3tHPB4ObCej7fXMzMgVF8ta0ErUrB7Z/vIEDTfsIaFhdIZpmJc0bH898ebOjVCgl7hx9WjdnOT7vL+dcC//bL/Fr/2og2vba9uIEPNxTy8GlDeH1FHi7Z7XbqkttPAiWeSIBe6c7tG9QwOiWCnCqTX+GvRqlg/ONLqDG353S7+rja7luXW83U/lGkRgSw+I5pLMqswGR18NqKXL9ajoKaFrLLTSSEGJAkCa1S4W3h9XWHVSkkYow6XvLxwnj3irE0tdrIqTLz+so8BscGkRxm4Ne9lcwZFMGmwgZvNCgySMOTZw5ljseT5s4vd3rX2j8qkDhPaHrh7nK/yM6echM3fuSOJExJj2BrYR06lcLdxeT5fLI6mEy9uiKX00fEoVEq+HLrQbYX1+NwyVQ3W7liUjIPnprRyZtEo1Lw3pXjuO0zd91TkE7lff8LM8sJ/nY3sSF6CmpauOWENLQqJQmhBlYfqOHN1e7vUdu6yxot3DV3ILFG93uyOVwM+OfPPHbGEOpbbKzLrWGTJ0p399e7GREfxK7SZpwyXq+Qcp8I0b6yBi55qz1CFqJXMSwhhK2F9V4BBTA0Lpj9Fc0U1Zpptbu8r9+GzeFCo1J0MrPr6KQ7NyMKq8PlHWToi0GtIKusyTse4rPN7lRgeICGVffMJFD71zpsd2zBdblk1ufW8PzSA+g1Sh4+bchRv4bF5mDxnkpOGR7bpavxL3sq2FncgNXh4OesCk4cGMXEfuGs6yJCWtL426dfVEoFsiyzMb/2uM7++S34a327+yBPLtzX5f0OmR5bYQH+75vdLPBMro0N0tBgsdPaTRTC7uq8vyCdisfPHEphTQsvLHW7W769tpCM2CAaW9uvyiTcIbW2a+DSxlaePGsoDpeLG2ek8cH6Qqx2B3q1gla7i+I69wl59gtrelx/R0EC8NRZQ1ibW9tJDIRoJRqsXb+3KWkRbMyv9UaIzh2TwOOeFs7EUD3Vze6IhtUJB56Y73eyLK0z89hP+9hT3siO4nqafArZumL6gAjW59TgkOHWz90pmFOGxfD8+SM5eVgsOVXNnDsmgReWuoXFxH7h7ClrJLO0kdkZ0TRZ7H6mddFBWm9kqW3gnUJqOx3BzIFR3nbbq6emUme2kRiqR6NSolRI/OeX/by2wi0e19wzy9tts2xfJfvKmyltaOXlC0dx+kh3AaXJYueLLQf93pME3khNm+15G/3C9Z0EoVoB4QFavtleyjfb22uNxiaHUt1sJSxQQ2FNC+nRnaNHYQEaPr52IgDlDa38/cudbMx3i+i24lwApc/f6OIJSQTqVNz22Q7A7blyz7yBfoJAo1Kw5YHZRARqkCSJ204cQFWThes+2uZuAS1t/z6rJAk7MrtLG8ksaeDJn7LYUOgf8ZCAm2akcVWBO4U4MDoIo0HN5gL3Wm0OmWfPG05YgMbveZ9sKmJ3SSMrsqu896WE6Sis8+96+2VvFXq1gmCdyhvRa6OtBsX3exikVXHnSQP8xP9fgezyBqqbbaRGBhJr1LM2t4Z7vt5NcriB7cUN/HTrVAZEH5rfTE+MfWIZTpdMTlUzd88d1OnxfaWNLNxdysF6CwEa+H5nKXGeNmKl5P4dVzVZiTOqOGdM4lGvpzeW769ECby8Ipe3Lht7RMW2fRUhSo4j93+X6XUE7YregnNtggSgvIucelf78y38DAvQcMbIeGb8Z4XfdiX1LSg9kZpHTx/CQz/uISVcR1mjjVaHi3fXFNJgtjEhNZzs8iY+3XyQUUlG2ro4GzvkWEP0Ct64ZCzlTTaig7T8/cudNLZaCdBqqO1gDT02NYJHf+os1Bx+ssif6z/aikHd1rmi4ovNRVQ021ArJQ7WtxIRqCEhVE9kkK7T1XtksB6DVoVLlmhodaBVK7B2aEe9eFwii/ZU0NBi59qp/Xjg5MGc8coa2t7mwswKsivWcMXkFL7dUcoOn0mm9588iOEJId7b+g6W4r71OgBT+0eyraie3KpmVAqJZfsqmTMkxv3eArVEdDj4+Jqm+dqV3/XVLho8baZtggTcEYbCWjM6lQKLw+W9GlfgjspZfe4DKKhrZd6QGBb7zHyxu9zeIL5cP70fcwZHccunO3hhSQ4vLMnxDirsjtgQPS9dOIoJTy7r9NglE5L8bp8+Io4TBkQw5d8raLY4eGV5LrFGPbMzor1XtpEeT5YWm/skHxWs49ubJnPLJ9tYvKe9qLXV85nlVpk467V1Xc4Damh1EBGoIfvx+YC7+8LhlD2iQCJIp+pyinB4gIbvOvymQwwaqOvcit9qdxEXoiM+RE92ZbM3sjcuORSjQcOGvBrvPKF75g3knNEJf7nBfSEGLcEGLYFaFVsK67jx42202Jwkhxu4ekoq/bsQvoeLLMtY7A6UCgWvrcjrUpQMSzTy4nL3RY874+biQKW7WN0pQ5nndxwXFkSTxYHhN45mBWrVbC+u44pJKdz3zS7uPGkQg2L/HDWYQpQcJ2RZ7jRc71ihAhy0n2h8uWFGKnMyYjnrv+u5bprbabSowwTfJs/ZVqOUWLa/kqxH53Lzx9vIq3WHmlvtTj7edJBQQ4V3OFteVTOJYfou/S12PDQPSZKw2Z3c8PE2r6NhQpie5labn418UU0z+TWdO4l8XVcBv1SUBJg87cN1Zgcu3AWk541J4L+r8qgx2agx2RjmIw7amPDkUup78Yj41BNZaKvFUCkVbHxgDg/9kMWiXeU4cM/7efCHPUD75w94ozRtqJUK9j82j0EPLu70OpFBWlQKif2e2oF+4Xpu+XQ7V0xK4YFTu7ZDN3dTw7Hu/2bx4YYiskr9IwDBOjW3zurvTRG1nY99vye+52hZhrvnDSC3ykRutb9fzsnDYrh8Uopf+DjEoKbK85773b+ITfed2KOtdnSwjsKnT8HhdDH28aXo1QpUSgX/XZnH7MHRTO3f7l8SrNfw3pXjOO+NDdS32PnHV7s4e3QC/zpjiPdkbbI6mPGfFSgkidtP7M/YlFA/QaJXK1BKkrdmqStBcsqQKCakR3rbwU1WB5e9s4lmi4OJ/cJ5/oKRgNtYTZLAJcvoVEpeWHKAZfs7d/RklTR1ui8l3ECwTs33t0zmx11lmCwO/un5/vzf/EGMTQnD4XRhd8o0WexeW/Q/Kw6nC6vDRYDnZC7LMi7ZHZHbX9nEic+tYkB0IEa9Gofnh3/x+EQcTpmO53+nS+7R1bcj1c1WHC53PVbHdBy4DQVNFqff77oNlQTBerfrdGywBp1ayc9Z5Vw1JfVw3v5hMz41jPGpYXy0sYhf91WzMa+a7/42nbReTOT+CIjum+OEyepg6MO/AP4n2JFxgews694srSc6/mg0SvfwsGafs37WIyeRV23ixaU53DIzjcHRwQw5gpbdw6Hw6VOwO12c+epacqtMyJJERmwQe0sacXSom/Ede98dkYFq5g2N5aONXYu6kzKiefmiUbyzJo+Xlubgkt2f7w+3TPFrt7Q6nPz75/28t64QgAFRgeRUmbqMUEUHazlvTCL/mNvZO2NvWQMnv7yuy7XceWIat84e2OkK1+WSuezdTZ1y0loluFzgm4XrF6Fn+T9mdbn/whozS/dV8sGGQlbfPfOQrqS3F9dz9uvrO90fqFVisjoJ0ij8vjNzMqK95l/njolnxoAoxqaEdnkAr2q2MP4J/8jHmSPjuH56Gs8vOcCMgZFMSA1Do1RgdTj578o8xiSHeqNJt3623Zv+S4sMJD5Ex6uXjPZ6SFgdTgb+czFKheQt9Ft65wzSowKx2J1c88EW1uV2P3bh/DEJPHbWUJ5cuI+l+6pwyXInQ8HkUB1zMqLJqWqhxmyh3myjzGPRH2pQs+OhkwD3DKlNebUMig0iOSKQ+77ZRWmDxe/7OyQuqNPcJQl3W7hBqyTGqCOnopnRyaGUNVhQKCQmpIbS1GpnXV4d541J4P/mDeoyKtOXabE5ep3AbHU4USsk9pU3c6CymdNHxnvFRE2zhbfXFLC/opkdxfVYHS4yYoOIDdHz654Krpqcyv2nuGckdfzOH64okWWZ897cwJS0CG6dle4XTW1stfHvn/fzqSe1GKiRkCSJQdFB5NW0EGPU8+Mtk/lmeymtdgcnDo7BoFH6pVNqmi0s21/JOaMTj8lE4W1FtQyJMaLTqmixORjy0C8oJLh3/iCum5521Ps/Eo7leVtESo6CwhozsSE6r632obKnrJEL39qIVgEDY4Moqmul0VOseKSCBDqreJtT7nSCH/rIr97w/JbCOq6akuL3+MhEI3edNJBJ/cJ5+McsPtnkX39wpGzKr8NsdWBzypw5MhaFQmKnZy6OXiXR6rlkVUkyHRNRSmDhHdO49J1N1JhsVJvsXQqSUIOaWYOiePqc4SzKLOf1FXn4+rUlhfl3RNidMi4fTX7b7P4sySzlh0x3PUCoBuo9i6lqshLc0U+/bb/hgVw8LpHPtxzsFJl6flkeP2WWc9MJ/Zk1KNpr3qVQSDx3wQgmPrncb3trF4EPvVpJQ4vNnQboQEpEAKcMi+Xxhfv426c7eOnCkb0e+HwLJZUSDIk3sruk0RuN8hUkJw6K9HMj/XpbKaOSuhYkAFFBOtbcM5NL3tnkLRD9fmcZS/dVYrI6/bxBUsL1FNa2Ume28cSifUQH6Xjt4jGsya3mmcXZ5FWbyKs2cdora1l1t9sh1+WCAdGBHKg0kRCqp8FsY/fBOtKjAvlyy8EeBUmIQc0NJ6Tx9up8PthQxMR+YZwwIJKnF/sPsSyqt/COZ9BkgFqB2edLNCrBiNXupKrZyo0ftxsVZsQGUuBTe5MWocPhkrocBCkDZpuDZquDhhY7VoeLtbm19IswkFtlJrfKREqYnsQQdz1UaUMriWG926D3FR5fuIcP1xdy4IlTetzOYnfRYHeSW9VMRKCGghoToQEaVmVX8+SifdSYbEQEarw1Ny4ZFmW604hjUsK6FeA9CRKXS+4k8CRJ4qsbJvnt79c9FeRVm/ly60EKfJx/v79lKhq1EqNOhU6jot5sR6VScsF4/3SjL19sLeFgnZlPNx/kh1um9viZHApGrRKnJ8Vs0KiIC9Fh9xzna0zWTinePxoiUnIUpNy7kPevGke/iACSwwNwuWTW5NYwY4C7pbTF5qDF5iTMoCGrrJFBMcFoVAoWZZbzxE97SQzXszm/vscOm9+SmCANQXqN18hLq4QAjZImi5O4UD23zEwnt8rE255W5cNlbHIoJw+P4YVfD/hNG95w70x2lTR6D+pnjYrjux1uK+8gjYLUyEB2l/qHvJ86ewiheh03ftK1f8cjp2Uwf1gsrXYHJXWtXPru5k7bnDMqjmfOG0l1s4UPNxTx6aZimq2Oblvr0iIM5PmkkhTAnn/N7dbl1el00v+fi7ts/UwNN+DCXRA3JT2CIZEG/v5tlvdzOX1ELD/tKu/xu3DCgEjGpYbRPyqQORnR3oOor39I4dM9nwjaSLl3ITef0I/VOTW8etFo5jy/0ivgjHo1jR5XybNGxpFbZSKrrMkvgrSvh88B6NW/xRffSKFaKbHk7zOIMeq46O2N3vqcwqdP4cutB3n+12xSIwN494pxZDzkjjSGGdRkxASyvqAel+x2Te0XGUBVk5XmVgcO2UWgVs1NJ6SRU2Xi4rc3YnfKnDM6Hq1Kyaebu464RQeq0ahVyC4oaWxFr5IYEB3I/spmkDsLyNQwPQV1rWgUcNPMdNbk1LDds/5RiUY+u34SD/2Q5Z0E3ZFrp6VSZ7JR1WyhqdXB1VNTOXV47DG5uv49Gf3IzzRaXNx8Qip3zet5CvO+8iZijTokSeLfi/ezIbeGAp90cmSQ1psCHZ7gFs/hARpeuXgUk31GE/RGfrWJDzcUUVBj5oOrx/e47Xc7Svj7F7u8t9v8ZSakhvHGpaPJLG1i+oCupxF3xfc7Snjgu0zMNhe/3DGdgYc4CLIn2qJBDoeDzNJGLn13C2ab0+uf9HsjIiV9ALOng+Kxn/Zy44w04kP0FNa28PAPWTx3/kjGJIeyYn81D/2QRa3Z5q2yL3z6FKKCtFw2MZnXV+X8JoIkWKPgjFHx/LCzBJdDZkxqGDtKmjpV+Vc026jwKZC1OsHa6j7SFte18n/fZPptr5b80wpdoVHApH4hvHDROIK1Kp5bku0nSABWHqjhS58OkIdPG8IPO8pwAeGBGtQK/xdRKeC1pQdYc98c1t87k/Pf3EhJfSuBWgUBGhWVze4Q6yML9voVaXbkmx1lfOMRP3qNglZbz5++C3crbVGNCZsLJAleWJLNigM1XDc1lfM9P/6GFhtjH1/K+WMTup21U1DbggJ3/c7Wws5C9MddvY8T2FxQy0rPrJwLxyXy9DnDe31Od1w8PpHXV+bz6x3TeHHpAb+I0mfXTSAjzojV4WTko0vQa5SEB2oYEBXE+vxaRiYY2VPWxNguxr1XN1sZ98TSTvcHqCWsTpmurHcmpoVj1KtZlFmB3Slz0gureeGCkVw4LtErSqwOJ+mRAcQYdWwpqOf6D7Z6nx8dpGVtvrv9V8J9EpgxMJoLxiUyNjkUk9XJk4v2cdm7mymqNWN3yvSLMHDi4Cju+Hyn31rUEgTplZw1OpEHT21vNXW5ZBbuLuPWz3cSE6x110CY/WuRCjxpJ5sLXlqWS3iACpVHcCWFGXhrdT6DPcWIYQYldS3tv4tPr53A5PRDP8n2ZWJDA6gvb2blgWrumtfztm2fh9Mlc+G4RM4YGefpPmtDxuly1+1ItLf5x3UTqeuOjzcW87/1hQyLD6asodXbHr82p4aShha+3VZCXrUZGajzFN8PjA5i7tAYKpssfLHlIBa7k3Pe2EBquOGwRMmY5FAmp0XgkmW0qmOThmuLBjVanAyMDuaSCYm8taaQZfuqjosoOZaISMkRsnB3Obd86r7S3/nQHMw2J5e+s5HyRguXT0zhnnkDeXlZDi8v9zcy872SHXD/Qr8iT4NaosUuc9us9E7PO1TGJxu5eWY613ywDacMASr46NqJnP3Gxt6f3ANBWiU2pwtrV5WBuJ1aRyaGMGdwJP9enE1ji4M4o5omq0yjRwypFBIOl0xiiI6DDRZuPiENlVLizjkD6X//QuwuiA1UU27yP9gHqBU4XS4mpUf5tVo+ceYQHvh+T69r76rgF2ByWjhT0iPYX97Egg4zhhQSPHXWMHaWNPDEmcO49dNtLNlb6f17aZXuCbfXTnPncPvdt5AQvf+J5rdkano4IxNCeNVn+FyARsmef/mfBZbtreRzj8X6A6f4X7W2hbIzSxp5eXkOS/ZWsvn+9sJUWZa5/7tMPtt80FtvAniF33XTUrln3iDUSgW1Jit7y5u4rIsIVUc6upj2hlalYO+/5lHVZOGHnaV+6ZaTMqI5a3Q8K/dX8UU3EYhFt03l8y0HvTb+Rp2SAK2asi6GU45JMvL2FeM7tfq28eqyA7y1Oh+tWkm1ydalS+uhEhmo4YmzhnGSp7vqz8Qn6wsYHG9kdHJn4fp7Y7E7uenjbazIbp/JNTU9gsomCzlVJhJCdNgcLu93su37PSA6kIIaMy6Xu+h2YEwQkgQnZcQctoOsw+miodVOeIDmmHZQma0OlAqJe7/exfe7ylEAa/5vFvHdjN34rRCRkj7AmORQ70n23bUFDI03eueMvLUmn/fWFXSaHrrtwXZL68ZWO8+cN4I7fMKEerWS00fGdJpA60tqiAa9XsPe8q5rT/aUN3Hvt1necLjVCcv3V/VqnBYZqKba1HUXykkZkfzqM2SvK2pMNjbnV7Epr5pmTyfMwUb//cmez+NggwWFBKsOVPPh1eMxWR20pXl9BUm4Qclbl4/nnDc2AP7TdlMjAhieEEKQVuXn+wEwNCaQjIQQVuyvotpk61KQfHH9RManhrHqQDUrfYROGyEGNeePS+T8cYlIkkR6VCALs9rrIaxOePaXbCKDtJw+Ip6LxiexNLPrk+KxJkinYm1urXcuURvf3eI/GM/lknlvfYG3zuKaqf2IMbZ3cbTl1jPignn9ktFYHS6/ehOHSyavyp1P9+1+avsavb2mgOzKZt6+bCwTn1rmzWu30VXR8hkj4ihvslBlqqNfRACPnzmUL7ceZE9ZkzeN2JGkMD3XfrCFerON4rr2/P5Zo+J5wdMJMzcjhgn9wimsNfOyz3BGCTj55bV++2u0ODu1rbdxsL6VIF3Xh0WXS2ZBZgUjk0JZnePuRDtSQXLu6DieOXcECoXisAsz+wK9rfmSyb9t98nh4J6b1P5vm9PF2twar6dPdbMVm1MmUKtCgUyT57ve1vLbRniAhlcvHoVWfXg1hGX1Ldz11U76RQbxxFnDjv4N+ZBd1kikUcdtJ/ZnVXYl9RYXb6zK47Ezhx7T1/k9+WMlK/sQMUYdwxOMSMAry3MpqPRvvewoSNbdM5PwgPYCpDnPryLGqCMtMsAzsAxqWxx8vqUEg+fHogLGpYQQEaAh0uA+UBY02LoVJHq1ArNN9tYDgLul89WV+b06uXYnSACiuiicCjN0nsnRZAWXj0Wb70+342A8lwzBWiXP/prNmS+v7pSfP314LN/cPI2h8e1Dz9padwM0SrRKBevzakiP9C8A1KkVDE0I5sedpX7D63wPn3oVbCqow+mS+XpbCVsK28WOWuFOB0xOi6CsoRVJktiYX9tlm7LFIfPAt5mk3reIAI2Syha3/AnVK71h2gFRetIiDq2dMzxAw62z0njg5MHe+7o67jdbOpY0u3/IHQf/OWXZGwp/4fwRrDxQ5Q1N+6JUSKiVik5OoTd/sp3NhW6zMJVC6nSwkIDVB2oY8a9fOgkScBda63zmxcwbEs0/5g5EpZC4YlIyt8xMZ3J6BNdO69etIAHIqTKzIruanSWN1Le433u/cD3/OqM9vaJQSJw9OoE75wwk94n57Hl0Lvsfm8cN03s/OU5KNXLHrH7cMTONSycmd+noCW4xdu6YeFbn1BzWgfPfZw9lxV0ziDXquGR8Ap9dN4Fnzx+FJEnc8fl2nl60h60Ftewt6/5ipC+xr7yJoQ//Qq3J2vvGvxFrcqo9xagmegv2KxQST5w1DJVCIiXCHUFQSnhNAttExgkDIjD4mNMNjw9m6Z3TmeJJq63Lq+XVZQf8uorKG1u58aNtPX4WNWYrMwZGEdiN2O2Nrt6fxe6kuMbEwOgAapotxAapePq8kQB8vLGIwpojb5g43oj0zRFisjo469VV5FS7Q8Dd1TL0j9TxyGnDGJ0SjkYJH64vxOp08fTiAygkOHlYLM+eN6JL3wqFBJPSwpmUFMyzy7svNtUoYWxSKDuK62k9xOzB0NggsjxTbeNCdJQ1dA5ld2R4gpEfbpnCeW+sp7yxldIG/x9iTJCGGrPNr26gX4ShyxN6V4TqoN6zjG3/nO1tqxv/xFKv94VK4RZaThkMGqV31orvZ69XS1jtsjdC0t2k4PGpYeworu90Qp2UYmRDYSMzB0QgKRScNyaBA1XNvLYsB5sLIgPUxIUa2F3S2OXfXCXBzEHRLPF0mvRU5xIdpKXF5qDZ6iQl3MDKu2cy5enllDa46xP2/2segx5a7HlfbsfcEQlGWmwOKhst3qs6gK9unMR5b2zg9hPT0aqVhOg1vL+ugEsmJpESZuDWz3YSG6Lj17/P6LQOi92JWqnwXv1mVzQz98XVANx8Qhq3zEznug+3egtXu0tbTEwNxeGCrUX+gxjvmTuQa6amolUrcblkHC4ZtdLdXinLMqtzarjivZ5TPzdM78cPO0up8BhV5T958iG1ys57fgX7q7r/DmqUsP+x+SgUvUuNOz7fzvc7e6//6Y1Yow6bw0mt2U6cUUut2U5CiI68mhZOGRbLw6dnENXFpOZDYXdJA4syKxgQHchJQ2KOmS29LMu8sDSHlz0eN2ePjue580YcF0O3V5fn8OyvB7zreP78kb0+5/oPt/Dr3qpOv0e1UsLlkkkJDyDPp9PmHycN4G+z+nPrZ9v9jCr3PzYXnVqFLMuc/upaMkubCNKpWH33TEK7SfsdCU0WO8v2VXLioGiC9f4XgU6XTIvVRkl9C7HBetRKqKqs4uz3s2iyyjx6xhAunZRyzNbS61pF+ub355esCrYW1rK1qB6FJLHNx7UT3F9yvUrC4pCRAZ0KLA7IqbZwyXtbCNAoefT0DF5dmUet2U5UkIa6ZhuTUsOobLSw9M7pPLloP6X1LWRXmtxeBkooqqzvsc0RwOaE9R2m8fqilCAp3EBBTQsapXv7NkEC0Nhi45zR8TS32vh1X9dpmlwfe/bnzhvB3z7b4SdKNAqIDNZR0eyfZ//hb1N5atFePt9SgkvGW/inUuAtrpSAxBAND58xnGs8BYy+ff5jk0NZlOVuBWwTPBqlREs3xmGtdtkvMtKdTmuzDO9Im+X4mtxaJGQeOnUwyeEBRAdqeeaX/YxJCaOo1uwWSD5rasMh4xUk4H8A1KokrA6ZtMgATh0azd/nDmZ9Xg3X/G8LIxJDkGWZWKOOiEAN0/pHotMoef684dz51W6vFfyukq6HwJ3nSXO9tCyXpFA9xZ75O4/8uJfZgyNptjporjRhdTj92tg/31zMvd9mopDcrrEb7zuR/61vF8F3zx3IiuwqksMDvKLkphPSuGF6P3KqzDy1aC9bixoAdxTq/Wsms7WwjgOVJh74LhONSuKZX7J57tdsBscF8/fZ/UkKC6C4roVxKaEE6zWE6N2HogCNArNPoVVEoIYaT8SrtKGV964cz8kvu8cXfLXtYLdFfVaHkzdX5bNyf2WPggQgOlh/SIJkd0lDp5TZkeLrjdLmgdLW6bUws5xhCcHMGxJLSkRAt/tou56UJIkak5VXluWwbH8VJT5zl+KM2bxzxTgy4o7uROFyyVzw1gZvVDE6WMs9cwcdN4fZtkvpM0fGek0ge6PIIzhkYEpaGI0WB1mlTd6Lkn6RAdicLg7WtxIZqOHyySkAXD0llXU51dR5onRX/28rH10zAaVCYkB0EJmlTTRbHDz4QxavXjz6qN9bZWMrkUE6WqxO5gyO/n/2zjq6jXP72s+IJVtmZkxMIYeZuZA2hZS5TZmZmZlTZuYwMzPYiZPYjplJtiye7w+BJVuG5Kb39vfVe62uxtLwjOY97zn77I2vF6doqURAq1bSRyFHKpVgttoobFWCIGBF5NWlhxidEkxi6P89MbXe8k0PsOZIFff+vI+PNhayp7ixQ0DiRKtF5JMrhtAnzIf2GfYWk5VmgwWTxT5EVulMWIFPN+bz5sojrDtSxceXD3FJZYtAkwVKdKfWn3PbxGTOHxzF6ORgjjwzk8fOyCApWMPMzAgenNkXH3nbrRdFkV92l3oNSBIClRQ8P8ujLdFsgwNuLbsxASompYfT7KYnEOyroE+4Lxq5lOy4ICL8lMQFqTlzYBS3T07h+nFJrhKQCFw2MpFEtxfw8fIG17+dL75AjZwrRsbz+02jCPSi2QGw6+FJKKSCKxDw9spUyiTcNrGjyFCgWk6wY6YT5CNHLRMw2+xy5BlRfswbHs+aeycR7KMkt6IZP7XcazdJV3AShY9Xt/Dmmnzyq5sZmRTM3sen8eY8e0r/q2uGc+/0NNfLdmyfMCL9T27WXFTv6Vez2u3efrqx0OO7r7fZCaCD4wMJ0CjYeKzG5UOTHOpD+mNLufrznS5jOJVMwq2TUsmvbiHcT8nwpDY36JyKZn7bU8KQhCAuHh7H4tvHMDfb7gWikEkordNzzRe7mPr6eq75YieDn1nJov3lfLShAKXMMyB5/YL+/HDDSNffC/eXE+jT9oLe1S4bI4r20uW3204w5OmVvLYij93F3gM4J6b0DWbD/d6F6drDZLG52v1PBoGqjhwErUrGJcPjWHzbWK/rvLDkCBd8uJlfd5dgtdrILW9i5hvrKW2wBy7b8muZ8Mpa+jyyhFeWH2bmG+v5YssJj4Dk/CExlDUamPXWBs55b5NLfh/smbHnl+Qy680NXPbJNpa72Qh4gyDAnVP7EOKrYFZWBGvumeDBT/pvo0+ElrMGRHHH1FRXB4833PnDXg6WNnK4oolGgxWZYM+MHSxtZP64JO6fkUaWI2DbV9LAbZNTuGFcIhvvn+gS7BsUF8h141Jc29x8vJY3Vx1FFEUPa4c9RZ1PDHsKm03kggVbKaxtIcJf5TUgcYfTI0oulbCnpIHMKHu5u94It327q9vS1j8RveWbHmDz8Rqu+3InLV6UrZRSu4DVkcq2tF+YVkFVOy+auAAFAT4ql/6Ge0eIWiZBROTi4XEs2ldKZXNHzkBn8NZZ4qeUMCIpiM359YT7qVh6xzjkUgm7i+q5+rMdPH5mBk/8ebBTsp87FFL7IHTDuERunpzGhrxqLvOSZo/wU3JGvwgqdEaWHqzAYrMTVd++aDCP/5VDUU0z6ZFaCutamZsdg1Im4T03B+GHZ6VxtKyeH/faMwzhPrDxoZnIpRK+2XaCh387SEKQitcuGMjln25zyco74auQsOnByTy9MIcVOZUuMTqnE3FSiD1TJLhlcd67JJubvrF3UMUHqznhEL+6Y1IyEQEaHvj1gJ1LIYj8eetY1uRWsvRQBftLmpAK3iXKu0KfcF9kEgk5DiLzVaMTmD8+uVsJcZPFxg87ihBFKKnTs2DjqenGuOPsgVG8OLcfKrmMPg8vweQQY8qM8kMpkzi4JwKFtZ62ARP7hnLv9DSqdAau/GxHp9u/ZFgcD89OQ6OUU1yn54O1x8iramZXu3ZoZyo9JcyX5FAf1udVY7TYXPcoVKtELhVc5cXLR8Tz5VZ7EBUTqGajI6AwmK28sTKPD7y4Up/ZP5ysSC2Hylv4063Lakp6GK+eP9AlaOcNFquNLfm1jEkJobrZiCjCpR9t5agXO4X2mNQnmE+vHoHNJqIzWhjgppzs3oV323d7+HNfmce6crdMYkKwhjCtku2F9SSEaJiWHs6qw1UuS4cwrQKJRKCi0cj5g2O4YXwSSSG+7Ctp4Jx2yr1BPgr8VDIKaztmj+ytriE8cVaW1wyIKIpUNBk6Fc77J2L66+vJq9R5TFIE7O/MtfdMICHEh9zyJi7+aCvPn9uPGVmRXrdjs4lsPFbD3uIGXlthLxtdPiKOMwdEcf6H9s7G/7RN34nc8iaCfBSE+MiRSntOqrXZRH7dXUKD3sgzi+0dandNSeW2KSfXKXQqOJ3j9kkHJevXr+fll19m165dlJeX89tvvzFnzhzX91deeSVffPGFxzrDhw9n69aetaT+E4OS1YcrufbznV67OJQSMHYzW5YC/WP9ySltdC3bWZtqd+iMH+ENCpmAySJyzoBIshOCePKvQ1hsbS88Z0fOwGgtuZUtHu6w4J03EK5VUqk7eYJb+/P99MrBXPv5ri6vwcOz0tlX0kCkv5KPNhR2uX1n8OHanwDZsQEcr2mmXm9hRFIgW/M9ZzJbH5iEyWZj3EtrPT7vE+7L8jvHc/Vn21h9pAYBmJ4Zzs7COgbE+lPeaKCgusWlQtsVBsZoMVoht1yHj1LK2nsmEuKrYPGBCr7YXMgTZ2X2OLUuiiLfbDvBI17aoMP9lFQ2dX5fvPFaogNUZMcGsPaovROhptmESi7BYLYhlwgo5VKajRbUcik/3ziSMB8Ft32/hyOVzdS5+QUpZRIUMgGdwcrIpCC25NehVcoQgVFJQRwsb6KswUCAWk5Da9c+QxkRvqiVUnadaO/Z4+mm66uU8uycLBasyyct0pd9JU0cq27x2EeUv5IzB0Rx08QU/NUKTtS2sL2glnt/tuvvHHpyustrpTNUNRkY9twqpqSH8/EVQwC4/+f9/LCze6Xjg09M9yA3ltTrGfPiGgA+unwIUzPCAft9rW42esjzXz8mgQXtMlreoJJJGBQXQL3ezJNnZTK8nY29zSYy++2NnXb0DYgNQCYRPLJOG++bSMw/XEH2s00F+CplnD+kc0fe3UX1PPrbQQ65nXuYVk6VzoxWJeXTK4YyNNF+vVpNVtQ9dGDOfnqFV8J4/xh//rzlP1dsPVXU6lp59M9cBsUGIBFEnl50GI1M4JZJfZg/IalHJcpTxf+UU9LS0sKAAQO46qqrmDt3rtdlZsyYwWeffeb6W6E4feSf/xb0JrvSp1Yl5/NN+Z0Ont0FJGAPIva0SyNnRPpwsLz72Za3bfUUJseg+du+cv7YX+4KMMw2e4bHZLVrNuwt1eGjkGIElFKBH+ePZNmhSo5W6ViR49kuW92OZR6uVVCpM6FxiJF1Nky7XyapAIXV+g7XtCMBzf7S/aSbgARAo5B4ZH5sIlw3PpnpDg2IJoOZ4c+uotVs5Y7JqczsF8n2wjrW5VVz9oAoJqeHcZtDSCuvstlDJVUEwvyU3DwxheeWHCYryo+LR8SzcF8ZTQYLA2O0BPqoWOxoGR6bEsLOwlpaLSI55ToePyuLh387SIvRisVmQxAEZvePZHZ/77Myb8ivbqax1cznm7xfi6puAsX0KC25ZTqP61vaYKC0wZ62dzKMDI7peYhW6eI9LLtjHHHBGjIfW+phABjhp6KiyYDRYsPZlV2vN/PQzDTeWXMMtVzKnuIGVxeUe7DQJ8KPZ+ZkEapVMm9Bm3JrTkUzcolARoQvMUEaludUEaCWYzB4BjPNRiu3O9rpD1W48aMMZh6ZnU6zwcIt7XxM4oN90KrkzM2u56rRCZ122bjjlu/2ALAyt5L5X+1i3rDYHgUkEX4KlFLPbEOYVuUKzl9fkcfA2ABCtUoEQSBMq+Lba4dz8cfbAFiwsZD4QDXFDa2u3607ydtHIWVmvwhW5lbx+dXDOrW6kEgEltw+lr/2lZFb3sSJOj07C+uw2uDNeQMZnRKCzSby+J8H2FXYgFUUXcJi/1TojSae/CsHmURgbJ8QIvw8j1cURe74fi9/tMs+fXT5EDIi/bj9+z1kRPq5AhKgxwEJwI3jknh2yeEOn+8vsZeJ0iL+N5NpP42SxQfKyY4L4LKRiewraWRDXjXfbD/B2iNVvDFvIFGB/+xgE/7D8o0gCF4zJQ0NDfz++++ntM1/SqYkv7qZSa+uO6V1ZZKO5Meeom+4hplZ4SgkEl5acbz7FbrA3VNSeXP1sQ7tyQnBGioa9DjHcGcwcOWoBB4/M8Mjdfve2jxeWmpn2ztJmu7QyKEbk12gLVMiEez76slTl/PUdL7aXMDzS/M6XebykXF8ucXOddAopDw4M41XV+TxzJwsxvUJddWFoW1Geri8iZ0Ftby1pi3Vr1EIRPmpOFbT2mEfAJ9eMYTDlTpeW55HTKCasvpWTI7rqpJJ+Pa6Edz/y37yq5u9tl8nBms4UafnnYuzmdWv58EIwJID5dzz8z7GJIewLKfSa9ZDLhFYcNlgFFKBO3/cS1UXLd7uUMslmCy2TlvGnZ0NOoOZfg7fpCAfOa9fOIhxfUI9gjewtzXvenQqja1mnvrzoEtB13OfUlrNVv68ZRT9Y+x8lNKGVj7dlM8Xm054COydDATsYmqPnJHRpVeMKIpeyxMGs5Un/jxEQoiGG8YlIwgCh8oame2mc+L8DaRHaClrbPOscodMAkqZlNn9Innp/AEe+x3w5DKaDFbSI7SoFFJ+u6lNW6am2ciQZzqq4QJ8fc0wxqTa+Sw6g5nNx2vIivKnqE7PyJOQW///AQ3NRga6XadrxyRyz/S+Ln7HpmM13PnDXuKDNZQ3tnL/jHRm9Yt0dZY5y2n+6q75Gp3hr72l3OqYwLTvXLxxQjL3z0g7xTOzQ2cw4aOQnVJmY8PRavrHBOCvlvPJhnyeXpQLQFygijq9ma+vHcFAN1PS04V/fPfN2rVrCQsLIyAggPHjx/Pss88SFhbmdVmj0YjR2DbLa2r6Z/TqX7jAXm4aGOvvMo7rCUJ9FR76GD2Be0mmQW/ljqkZFNQ0n1RQIvPCcRiWFMTB8dPJr25BbzITG6hh+POrqWk2cfnoJJYdLKdGZyTIR8HSO8bj066P/pedJ3jHTYjqzXmD+GxTAdvcOn16EpBAW6ZEJkA36u4uOL1NusKXW4pc5z4yOZgF6/PRm6y0GC38vruEEK2KSWlhqORS14z0gvc3UaXzPHCTWaSgk4AEQCaV0NhqxmITO9TjDRYb575vr90rpQL+SplHeQPsMvPPzMliVLJner0rmMxWLvlkGxWNBkYnB7s0Q6RuQa+zBOejlPLeuuPsKKynX7Q/2x8Zw4qcSq77sk2OPVAjd2m9AGhkoHfTlx+VEkyfMF8+32znbEQHqHn6bLsI06uO9ksRuGF8EuP6hHp4Bt02ORWJAONSQx1lrgDun5nuCkpSHQ7MAK1mB9m7qe13Eh2g5tHZmYxIDObphbkEa+RUOkStAFRS8EaBkgPvXTYYuUxC/2h/gnpgRtZZx8iPO4v5fU8JBotIUbWO584bRHqEHwlBagrrWhFoIyp/ftVQwv3VPP7HQb5wKMUqpXZRPavNTmzXmz0Dlnq9idHJIdQ0G1HIpVzlJjC2r7ies9+1P0MSAW6ekMLWglqGJgQRoJG7AhIArUrO9Ex7YBv9f2Dme7rh76MgSC2lzqF/8PHGAj7eWMD4PsFIBAk7T9SjM1gI91Ox/t5JHdrGJRLhlAOS3/eUcscPewEYmRTM19cMY+GBct5bfZQjVS3UnkJpuz00is6PrVpnJMTXuyrs8epm9G7BVmyQhhmZYYiifZLdbLTyxaYCBs4b9B8f49+J0x6UzJw5k/PPP5/4+HgKCgp49NFHmTRpErt27UKp7PjCeP7553nyySdP92H8x1h513h+31PK4YpGBKzsKe6ZGE13AYkAxAcqKKxvW875rlVKYc09dg2JBRs6EvY6w4TUYNYe9WxVTA3zJTlMi9FkxibaGJIQzCO/2WvpzUYLV4xK4OKhMTz06wFyynWoFfaovL7FRHG9niX7S3l/faHHNj9Ye4yvrh3BhJfWUNvTaKQdvAUkCknPAxVvsDg0S1bltpWanL49EgHigzT8dvNo/NVyBEFgelYkH64v6LCNdy4cyC2OF860jHCOlDdywiGcopBJWHekGqVM0oF74w6jVcTYybXZfLyGC4fGsmD9caQSCVeMjO/SbC2/poXC2haqdSZigtSugEIulWCx2Y9BcKRNGlotrnbNA6WN9H1kCWcPjOLq0YlMywxj+aFKPm1X+tG3m+R/duVQ6lpMXDg0lhO1ekalhOCjlJFb3sQvu+xqtRcNi+N6RydCtdsL+K1VR9nz6FQGPb2CvuFaHpyVxhsrj7q+v39mX679os1M8ZLhsUxOb5uoWG0iD/26n6RQH76+ZjiBPnJeWXaEL7acQOlotYeOJT4z8MnGAr5369I5Wfy1r5Q9RQ1IJbj288vuMp4+dyA7T9S5NGOc+00IUhPuIHtqVTJkEgGFVCDEV0GlzkiYVsXwpCBenDvAYz9BPkpumphCbKAGP7XcNVjabKIrIAGY3T+Su6f3PeXz+f8dgiBw3fhUXlzqWULZll+PVRQxW0X6hPvyyZVDeqRj01PYbKIrIFHJJBTUtnDPz/t58dx+vLQkF5lEoFJnwGy19ag02Bm6Usp1dmd6g0wioDdbXZnAaZkRTOwbyu97yxiRFMTVn25FJv1H9bV4xWkv37RHeXk58fHxfP/995x77rkdvveWKYmNjf2fl2/ao9lgJuuJNva8Rtbxpd4VJIBWJUVntHYqTe2vlKLVKDBbbbSarDQZLF4zIO64fEQsD8/O5I0VR3jfMdA6Z5Xu614wJIq/9lXSarbiL4OPrh5OTYvZ1X0iBdIjfahpsbjEqdpjaEIAn105jJu+3sn6Y941PuDkyleBagn1rd0vHOYro6qLrqSJfUPJiPLj3TVt2SVfhZRmBwdiVlYEUQFqHpyVzpbjtYxICqJSZ2T0C6sBe1vzxgcms7uonlW5lZwzKJryBgN3/rCHwfEBrD5S41W1tDu4D6KR/irC/VTsLW4gK9qPty/K9miDbo+Hft3Ht9tLUMkkGCw29j0+jWcX5bDkQDkSAdez5OT1tEeASkqDwUpahJZjVc0dyngKmb1048Tz52bx3KJcmk1Wvrt2BCOSg9lb3MANX+2kSmckLcKP324a5dEG2b58A3ZdhyC1jFccQcmZAyJZlVOF3pEhiQtSs/4+zzbchfvKXPyNhGANU9JC+XjTiQ7bvnh4HBazhZU5ZUikUq4encQlIxNPeeYL8MXmQr7YXEh+TQthPlKqWqxMTw/iwdn9eejXfWx2I0j7KSW8edFgJqbZA6q1Ryp5eVkeNc1GZveL5LqxiYT4KpF3wvFojxajhd/2lFJar+f9dfmclx3Dy+f3/5/pf/zdEB1BQ0Or6aTF4e78YS+bj9dwRr9IUsJ9eHbREQxmKwtvHcMFH25xEaGzY/357oaRnfJsTgVVOgN3/7iPDQ57gUl9Q1l9pBqZBASxzah0Qp8QXj5/YJfBw/8KJfV6ogPUf8uz9Y8v37gjMjKS+Ph4jh496vV7pVLpNYPyv0aTwczrK/IYEh/I0IQgQrVKtCqZS+J7UHwwm7qxZXcfkHyUUuQSEYXUPsC0R2qoD75quYvwB3b/FZPFhsVkpV+UH+P7hoLNxrvrChCw8yC+3FrMl1s9iXcGa5v6pxOrcqtdafNGC1ywYJvHOlYgv1rfaUdJpJ+CofGBrMur7jQgGZkUhEouYePRWkD06n3SHt4CEo0U2vvaeQtIYgKUlDQY8VFKuWd6X5JCfLl3epoHZ+DBX/fz3fZil/iaRBBYfaSKUUnBPHpGm5y7U6ArOy6Q7Dg7zyEhSENWtD/L2vn+hPoqaTVbaXawO6WCgNUR20sFCPdTUN5owl8jp8Eta5IeqWX1Yfu2qpqM3WqPpEX6Mzi+mV0nGvBVSDhY2sjDszLYX9LI0UqdK7hNi/QjM0ogt7yJcreAssFgRS4VOOwggrrfDwF4/5Jsrv9ql6sM8+CvB13rZscHAPDhuuOurp5PrhjiEZCAvbU14YFFHs/6p5s8s1A+cokrIJFKhA4BCdhbVZ28o8JavdeABGB2vwhGp4QCp5aCnvveRnLKddw+OYX5E1IBuGR4HF9uKQSg3lESkMmVhPoq2V/iWU42W2yugARgQt9w3lljv0bfbD3BQ7PSu8x+tccH647z9upjTEsP44+bR2Oy2v6/DUgAimpbOFrdTFZUwEmvmxzqg85g5q/95QyKDaDZaCEhWENapB/nZkfzxeYTDlK66rQEJI16M5U6A++tOcbve+1lSKlEID5Yw3uXDibt0aUek68RiQG8duGgTs0c/9eI+T9S6vvbxdNqa2spLi4mMvLkyH3/a5Q1tPLttiJu/nYPt367m/t+3ucKSGIDNdwzvQ9r7xnPuNQQ5G4s+6SQthvvPhzrjFZq9DavAQmAv0ZBVqQW56YkAjTozS7V0gNlTfyys5B31hUgYn95t9fqcId7QAJQ29J9ueW8obFMywjzOB+w286/dP4A+sUEcPO3ezpd/8KhsXx21XAW3z7W0UYbwavn92dGpnc+UXvcNCEJH4WkR1L5SpmEi4Yn8NLc/hx4fDqZUf4uBr37S/35c/uz/I5xJIb48NTZmfy0s4gTNc1sOlaDXCYlMdh+vwwWG3tP1LMtv4apr63j1eWHeWftcV69YCBpEZ6qiAazxaVACrgCEvu/cQUiDe3KOM6ABGD7w1M6DPDtcfnIBN69KJs+4b40m2xc8vE2/DVyBsQGoJBJCdMqeXhWOjdPTOXmiSnUuLUpBmnkpIT5MiQ+iEAfOQqZBIXbi/qb64YzOT2c68d694ZxOuo6j3FkUhARneiprL93ItEBnQdY3+8sdf174S2jXP+u0hnYfLwGs9XG8MQgBsb5o+jmjXTJx9s54+0NLD7QkUDbHRr0JnYVNdJqtts8lDW0IooitS1GYh2uqs6fzaL95ZitFl46z1N3YmBcYPvNcr1D5M5PLefjk9CQmf/VLlY5lH9XHa7i/A+2UFrfM0uG/6sI9VMxqW84wb4nN3CXNrRytKqZlblVVOmM5FQ0kRXlx/Pn2u/PI7Mz0KpkBPvI6RvetYqp1Uuq2moTKa7T88zCQ1z44RZGv7CaAU8tZ9rr610BidOosdVkJftJT77bOQMj+P6G0f/YgOT/Ek46U9Lc3MyxY23kx4KCAvbu3UtQUBBBQUE88cQTzJ07l8jISAoLC3nooYcICQnhnHPOOa0H/nfjaGWzizuwrbCebW6mbQ/O6stN3+yhtsWIIHp2kjh9XhQCdBEzdIAo2tCb27ogvJV4ynWdj9bRAUpUUoGKJgM9iD+8wtnF0h4tZpHvthWxIa9rp+An/jzEmQOiSQ3Xsv+JacilEo5W6rj7p/092r9WKcNqEzttK3aH0WJjX3EDCy4f4vrMZhORSAQMZqvHgN8nQsuKO8ex6Vg19Y5uiQKH5PT88cnc/6udfzLn/c0u4mjh2mYkgoSNR2t4ZHY6132xw5VF0hmtRLu1TWqVUgxmm0snRW8WO+imuGPDfRM9/rY5zlkqsfvAWG2ia7YdEaAmOy7Qw7H09smpqOVSpqSHs+pwJemRWgbFBSCXCGiVMl46rz9/7C3jr/3lVDW10mSwcteUFFLDtNzoCCqNjtG3uL4juXdSWphLh2He0BiK6/Rsya/j620nuNyLn0Z0oLpbw0cnznx7E3sem8bt3++muN5AWUMrsUEaBscFYDSLBPkqPcqHCqlAkI/C9VlsoJqDpU1sOV5HRqR/lzLs7XH9l7s8/s4payJUq+S897dQ1tDqIWkPMPDpVSjcAvSPLstmYlp4h+1Oy4zgjP4R7C1u5IUlhzlnUHS3gniiKDIqJZilf9gzeFYRXpybhVIu5cm/DnH3tL6nzbPmnwSNQsaxah1+Shlhfj1rPd5RWMdbq46SX93M4LgAkkJ9OHtgtAf5VyaVMCUjnF93l1Le1NYNY7bYkDk8lmqbjQRoFFQ06jFZbLSabRTV6/ly8wmXfcKg2AD2FDd47D8tQsvVYxLJivJj1lsbUcok6N0yyvdMSeaWKf9Zx00v2nDST/3OnTuZOLHtpXrXXXcBcMUVV/D+++9z4MABvvzySxoaGoiMjGTixIn88MMPaLX/tzT4+0f7E6KRUtOujtAn1IfF+8tcGg6diaCdTEACsL+4kbLGrlsgtVKYOTCa9Ahfnlx0hHBfBTFBGvpGaPl2e+faCV0ZwvUUTg2OrtDQamF7QR0jk4PROlpxV+V2XE8rBUEuxWCyudpqAbYV1HZoOXZCBlw8Ipbf95aTEuZLgEaBj1LG7d/tJshXyV/7yqhpNpEQrKFKZ+TQk9M9MiYyqYSP3MjDL5ybhSiKHKvyTM9bRYj2UyCVSiiqN5Bb3sSln3gq2NqNEkOYnB7GL7tLaTZaeeX8/iw7VM7ig3aybWcBydkDoyiq0/PkX4d4aFY6SaG+1OlNPPHnIZ6d04/nl+RQ0Wigb4SWB2dlAHb9A3dEBagZkhDI5Z9uIyZQw+ebCtn72DQW3jaW+GAfJAKuQLDJ0bLy2spj3De9L9EBakobWrn9+92suWci88clMTA2gIKaFh6cmYZcJkFAQOFw9x2eFEJ18wFCfZXIO2lR3F5Q5+Hl0hUsIvRzKJuG+sppMVk5XKHjcIWO2AAlk9LD+HZb27P86RWDQSIhQC0nNdSXBRvyWXSgggCNnJjAk9PTcHUvCfDj/BFkxwXx3prjFNe3IgGi/FSMSAxi4YE2yXVnuevR2elMyYjotLTyxoWDaGw1c/O3u13OzF3BZhP5ypGN0qpkjEsNYXVOJQfLmmgxWnnsjIyTOrf/S0gO8e3Ab/IGvcnCV1tO8MLSw4gi+KvlPHdOFvHBPi5LC3dMTg/jWFWzh4u23M2l2lclo67FSF5lC34qGVsLavljb5lHwG+y2piZFcGo5GAm9A3DVylzmew5vbJK6/Vkx/mzu6iRWVnhzJ/49yum/ptw0kHJhAkTutTTX7as+zbOfzJEUeSmb3axpJNBOK+6hTw3iWk/pZQGL/LzJwuzCE0OcalQXxlx/gp2lXqmcnVWOFRay0Oz05mSGcVjvx9gWGIQS7vxrZjSN5gVR07eSOy5OZk85EU9tCuszq1gpFvbq6FdGSkxWM2ae9s4Bbd9u9sl/b02r/NjtGDXB0gJ0xKkkbPycJXX5Qpr9QyJD3QNHjabjSaDmRO1evqE+bHRwYe579eDrD5cSY6bMaETpW6tqmaH/LqvUopcKqFeb8YmwmebCz3W2V5Yz4FSz235q6QdpPzDfeRc4hDImpweTlyQhnPe20RxXSsHSxuRCPbS29q8Gq4bl0yIr5KJfUOx2qzUuJFZz+gfxboj1fy0qwQ/lYzdRfUuroMoioiIHYLRqmYDH18xhJlvbqDJYGXUsyvROBRQb5mY0sFnQxRFnl6YywlHC/SIlI6li4KaFp5aeHLPiBNWk2dKr7jB6MGpArj00520xwMz+jIyORhBELx2OlhtYocOhgI399c7p/YhOy6IbQU1fLbJHqjagAWXD0VvtjAkIYjPNhZwwpFFEoCvtp5gZHJIp+q7MqmEIB8FX18zvFtOiSiKmKw2fJRSBEBnsDAsPpDHF+a69vfppkKuHp3w/yW/RBCEDiViJ8xWGw/+sp+0KD+ecVwPgNEpwdw3vS+JIb7IpEIH11yAw+U69pc0UtnkPUBWyqSoZDaOVDRRVK/n223FSASYkRnO9KwIZvWL7JKLojOYmDsomoRQH/YVNzI5TcG7lwz+//Ie/S/R633TDqIocveP+/h1T2mPMwwpISqO1XQ9U5RhH1hPB+QSuGliMndM6YsgCLy1Mo/XVnonEp8qBGDXI1O484e9bCuo6WAw2BkyIrQsvmOc6+/23RnR/kpMFhufXzWMjGh/lh6s4KZvdnd5neUSUCs8ZcbDtEqqdEaXFH6En4rZ/SMZmxpCn3AtarmUvCod9/y4z1WiUEoFjJ3UGSb0CWVjXnWHe+SU5PemVyOh7fmYmh6Ov1rGT7tLPZYZnhhIqK+KhQc62t1/cvkQVAoph8oaeW6xvb3RKSwGsOCywUzLjKC4Ts8PO4qZNyzWg6xmslj5fFMBf+0r46/bxnXYPsBnm/P5YM1xV3fOS3P7cZ+jXdqJQI2ctfdO7NDB8sfeUm53iEQ5kR7px8dXDCFALUcqEZj++jpO1HWu73KyCFdDZWvX96o9+kdr+fa6kfiq5IiiyCUfb2VfUT1bHp7KsoMVjOsTyqrcKh5ytMT7yCW0mDvmN52lO3c4bSRkEoGcp2a4MkgnC5tNZO57G1Er5a5SQUKQhsK6zjkkU9LD+OjyIf+KQU8URT7fXMieonpyynWU1OkxWGyo5BJuGJfMjROSUcml9oBbpEOrr80mMuW1deTXtHDlqASeOCuzwz72lzSw9GAF7609TkqoDxKJQHGdnp9vGElmTECPjvHX3aWMSA6mxWghOdS3y/bdfxP+p943fzf+F0GJzSaSW9FEXJAGX6WMxAcXu76TC23tXv8UCMAtE5O5e7q9jllcp2fsS2tO+35unJDMJcPimPPeRmp6qBAKUPD8LARBoKROz+y319HopcNGJsDOR6cS4HD7XZlTwbXtav4A3103ArPVysL9ZfzoRpgcnRLMiMQgjlY2c8OEZJc7JsCBkkbmfrAZf5WsR0J2Eb5ynp07gJgAFff8uI9msxWD0UK5YyBXySRMSQ9nR2EdVTojIhAfqOLzq4dxrFpHcZ0BuVTCC4tzaDGL9IvWIpcI7C5uch1rYpCKr7eXdnoM7bulAPKemdntIGix2ihvMBAb3Dmz3mCyMOip5Z12Vk1OC+W5c/t34EG8tPQw7631FPCTSgTUCikqmQSVTEKJQ83Sm0/Sf4IgtZSND0xh9EsrqW/xnonUKiXo3HweCl+YzRN/HODzLUXIpYKrhTvUV8nAWH9W5HrPrnmDRLC3cJe6qXUefXZmh6yMwWxFKhHsbd5R/ihlkg4D5rGqZt5ZfdRFmHSiPYfFHSqZBF+VjL7hWr66Zvhp1dv4J0EURd5ZfYxXV+QxOD6QvEodiHDpiDjG9gllaEJQt5ofFquNO37Yy8L99lb5P28ZQ1a0v8cyLUYzLy874hIGBLtg3w83jPg/05XyT8b/qZbgfypEUWRlbhVfbinkcIWOap0RuVRgSHygxwDxTwtIfOXw5Nn9OSc7xvVZSDsm++ngkAC8v/Y47689TrT/ybVsL9pfxoysSO74YQ86g/duI4sIc9/bxKp77Pyk9gqo6RG+5FY0u0pBqeFarh2bxDnvbiLCT82zc/p1SnL0V9tbqXuqrFvRbOaHHcW8ffEg/rp9HPO/3kVds4nHz4rHVy1nUGwgcqmEoc8sd11XvdlGkK+KD37aR0OrmePVbTPeQXFBPDQrnaUHK9hXUk9qmJZBcYGuoEQlo0PmqX1A4quU0n6CbDBbUUjbBj2D2YrRbCPIR05Vk4GwTsiVKoWMVy8cxE3f7PawClDL7S/7A6VNnPXORpbcPs7VPSCKIn/ttw+iaRFaLhkRz7FKHV9sOUGzwUIzoJa1HeCcAZH8urdjNuhUn8W6VitjX1jpatFNDvUhPljj6mBKDfXBRylhb0lbyex4dTNj+oTy1bYiD02Z6mYjW4/1PCABeOyMDOZmR7P0UCX3/mzn56Q+vMTD3Rfg0d8P8pNDWC7KX8Uz52QxyY0M+9POYl5ZdqSDiaVEoENAcvvkVO6c2gdRFBn41Apqmk3UNNdy3vub+fXm0fzTYTBbkUmEHrdE7y9p4OHfDnKg1J6BLKrTMyU9nFsmppAc5tujbYiiyKWfbGNrvr0s+8jsDI+AxGYTeX/dcd5dc8zVdZMY4sOvN47C303Arhf/HPwrgxKTxcYbK/M6zALNVpEt+Z2Lgv0vcO/UZMamhnH9FzvQmWwgEVh5uJK0KD9XdsAqglYGOsdA5z4IuFugnypKG+0vVAkQ4S+nrLHrrMkt3+1lUt8Sdp5o6PDd7ocns/1EHTarjWlZUfbjFUX2FzeQHqFlzqBozhgQRavJgsLNtjvSX02kvxqNQsaJOj1d2UL4qmRE+Sspa+xe8tk5o16eU8l5723irmlpPDgrjdyyJialhaOQSdhyrIaLPvbUdaluNnHlZ9vYU9SIyjE4axRSLhgSw+NnZiIIAnMGRTNnULRrnWBfOSEaBTKpwKFyO7lu/vgk/tpX7lINdaLZaOXnXSVcNCwOsNfa7/lpHwv3l/PD9SMYlhjEC0ty0Rks/LK7lLMHRvLo7ExCOhFtGhQXwJD4QA6UNrg+S4vQcu+MNC7+yH5ul368jUW3jUEQBJYdqqDYUZZ54qxMRjjcZ7PjA10lHffMi7eABByCgQbrKQUmtW694cV1LZw7KIrrxibxw47iDlkHgMmvruOluf2YkRnBogOePCvdSXSkqaQCT/yVw6rDVXx1zXBXUAJw09e7uGJUAinhvuhaLa6ARCOXEuyrZFRyCCX1eorq9CQEaXhjZZ5XV22baCe4rr13AsE+Sg8ejCAI/HnLaMa/vBaA3cUNvLr8CHdP+2eqvFY0tvL6iqP8vLsYqw2GJQQxf0ISgiAwLjXUdV67i+qpcvA9VuZUUlSndwUkAFeMiufCIXEnJTymN1ldAck90/owd3CMx/cvLTvMB+vsvKExKcGo5VKmZ0agN1lcBNZe/LPwryzfiKLIogPl3PLtHgbGBpAY4sNNE5LZU9TAE38dcmmD/BMgFezy8xqljJqWtul1pJ+CFXdNYPPxWh7/8xDRAWp2utmP/13wVYBzgjcmJYTDZfUdOpQ6Q5hGyqaHpnkw4gGOVuqY+vp6gn0VLLp1LBGdiIodrdTx0G/7OVyu47MrhxLkq8RXKSPMT4XeZEHt8Ldx4rNNBTy/MKfHnVC+CoFgHxUr75ngkTK+7JOtbGgn4y+TCK4OAqkAg2O1bC+yz9pX3DqM1OhQ2qOuxcQ7q/P41CEMdkb/SN65ONv1fUldC2NeWuv6O9JfxYb7JiKTSli0v8xDI2bp7WOZ8eYG19/RAWqGJwXx2gUDOz0/i9XG2iPVvLL8CLFBGp49J4swrYrf9pRwp8Nx96mzM7l8ZAIP/LKf73fYu2Cc2YE9RfWE+Cp58vf9rOyClOwO9zLKycJHjqu93Zm9jPJXMjIpiF/22IOg+EA1UQFqthTUeXBC/tNs4aBYfw6WNnHwqemcqNUz7fX1CNjLVxabnUSskLS5hL81bwBnDohGEATu/nEfv+wu4aYJya6Jz6S0UN68cBAlDXrWHKnmpaVH+Pqa4YxOCe6UM1KlMzDs2VWuv3+5cSSD44P+g7M6/civbuaiBVs7BF4ahZ3/cd3YJCalhaFVyXh37XH+3FuGxSYS5a+iUmckQC1jRFIwKWG+ZEX7Y7LYmN0/qsf7L65r4Zz3NlPTbGJ2v0i2HK/h++tHEhek5rsdxTz5Vw4A8cEafrlxFCE98Ebqxcmjl1NyGlBSr6ex1ezBRQC798tPu4p5cclh5BLvJmD/FDx/bpZLhdP5EvZG1jtdCNfKMFtF6vTtO0qkVHZS92+Px8/M4KrRnoJdaw5X8frKPFfr64Q+IXx+9fAO65rMVhbuL2dArD+JIT4Me24VD8xMZ3hiECX1rR5dP07sL67n0o+20HQSPdovzu3HiKRg4oN9sFhtXP/VTg/hs/ZwN1QE+OiiTKYOSPC67O+7i7jjRzvhcsGlg1zZIicsVhsvLT3Mgg2eIlzt1XEHx/qTX6unXm9mcloYd0/rQ3qk3ymRIncU1nHpx9tcujwLbx3DPT/u4XClvWPl9fP7U1Sn53WHOeP4PsGsaxeUnKwuT2dICFIxb1g8FwyJ5cy31iEg8MqFA3lv7THWH+2YxXzn4kGMSAxm0qtrPYjQJ4P2bf0+CiktjonJ/iemMf+rXRTX6b1qugBMzwzn3YuzXWWLc97bxJ6iBiL9lC6F3bQwXzKi/XnxvP7IpRLKGloRBLtP0dT08E7vW0FNCxNfWev6+92Ls5nd/38vRCmKIuvzarjis7Z2+YxILa1mKwU1Hcm72XEBpIb50mSwsORgBQNj/NGq5Nw6OYXt+XWE+aloMVlQyqRcPDzO6z6PVDSx6VgtzUYLQxIC2Vfc6PK/ac/J8lFKaXF0RZ7RL5K3LhrUW6r5G9HLKTkNiAnUENOxw5FAHwXNRis+CglNxv+w7vE3YlicH88vPowMENxKNH9XQDIsIZC52TEuoTF39DQgAZg7KJqPN+RjttqYmhFOfLAPr63I80jjrs2r8bquQi7lXEd6VhRFappNPPr7QVrNVr69bjgWq43qZiMKqYSKJgMpYb5c9cXOHinEuuPBXw+4SJtapd2vyB3xQSpO1NnT0KNTgvBVyDhcoaOm2Ui0v6rTgARgdr9oV1Cy/GAZo1PD8HETyZJJJdw+pQ/51S0ebc/t5fp3OTqBIv1UPHpGOtsL6mhqNTPiFGzsw7RKMqP82O1oxz3j7Y0o3d7fd7YTv2sfkMzNjsJqg2WHKl2dQ6eKwjoDOqOFbQW1lDbZ0yRbjlVzvKqlw7LBKgnDEwI5VNZ4ygEJwE0Tk3hnTZuGTYtbpvSuH/YyIyuCx/5oa3sWALkUnIspZRJkUglGixW5RCDfIRlQ3mR0PT+Hq5o5XNVMk8HM7P6RzMqKZO4Hm8kpa+LasUk8NKvN8sAdiSE+3DEl1WVu+PrKPCanh3WrBvx34q99Zdz5w14sNpFwPyU1zSY+umwwrWYbPgoJ76/LZ1uBZwC5u6iBaZkR/LqrhBBfBb4qOYPi/Fl8oILB8YGAyJojdSSFeueJrcqtZP7Xu1ArpDS1erGcCNS4XKiDfRQ06O3p3FlZEbx8fr//akBS0Wg35Xtn9TEuGh7HwNiA/9q+/3/AvzZT0h1GP7/SxaX4J0AlASdnVCWT8NlVQ7jxq100/E2pnI8vH8zeogbecePdOGeUPgopKaE+7Ctt6nR9sJuXuQd2A6N92Vtqf3FoVVLOGhCFVinl000nsNhEVyAgE2DDA5OI9O9aHGv2WxsoqNbx2BnprD9ay7yhcWzKr+WbrUX0j/F3tV7+J/DWFdMeeU9PRyHvWXzffuabGeXHbzeN9tplc7C0kSs/20ZNsxm5VCA51JfiGh0tXYy/88cm8MDsTAxGMxKpp7R8V9CbLPy5t5QH3Pxvegqnc/Kg2ADUcgl3T+/LE3/meASa3aF9tiJQJaXe7dl2ZgK1ShlWqwW9xZ6hOnNABGdnx3LVZztO+ri7g1SACH8Vvkoptc1mDxl/d/goBBRSKfWtdvuBBrdB01v5KspfRbPRTJhWzbHqZv64eTQDuhm4nl6YwycbC1DIJMwfl8Rd/yN+ycqcSq790lM75vbJqUzNCCcj0g+jxcai/WVEB6oZmRyCzSaS9cQy9CYrEgGuGp2A0WKjqdXC8pwKbhiXzB1TUvluezFzB0d71Qk5VNbIGW9vRBTtrfnHq1tcAmlyqcDP80fSJ9wPURQ5Uqnj0T8OcbC0kXlDY3lhbv8O2/u78dziXI5VNXOkQseSO8bipzp1s8j/Kzid4/bf7n3zfxXteQ//a7g3sVgsNm79ZnePApL4QAU+CiknO1HIrWhkYTt/EechtJisxAb78M4F/brcRvtM077SNuVEncHKN9uK+WB9ISar6NFOGuGvpLad6+21n23li43HPYT7MsPU6M0iD/yWw+KDldz3yz4UEoFmo6VDQDIo9uR/KAqpwOysCDSKrgf2b3eU9Hib76455vH3obIm5n+9i1ZTx0gjK9qf+GBffJX2stmi28byxJx+hGg6P54PNhTS/4ll3PzdHl5emsuaI1Uu48CuoFHImDcsnmV3jCPKwelx767JiNRwpqNsEKiR46dqC8KcZZ/kUB++vnY4TQaLKyDRODp8tArPB/DKUfGkhrXNim3YnZoDHZ5C9e2ebRGYkRnG/iem8d0NozmjXxiz+oWTHhlAdmwg09O9+ys5T0ElE+hEr6tTWEUobTBwpLKFVrMFWbsfkfPPFpPosi9oaLXgqxBQySX4q2Wsvms8f906mt9vHsWnVw4hJkBJRaOBJoOVY9XNJIf60D/Gv/2uO+DhWelMzwwnPkjDRZ2UN/5uLD9U0SEgAfhzXxlKmQSraHf/HRgXyKGyJioaDZisNt652G6eaBMhKkDDY2dkcv/MvgT7KPlkYwE/7izmWFUzTa1mDI5MW16ljs83FXDdlzu5/JNtiCLEBqn55toRHHhiOj/dMJLYQDVmq8gzi3Kx2GxolDIGxQXSL9r+W1+ZW8mGo11bY5xu2Mta1UzNCOetiwb9KwKS043eTEknmPv+Rnad6PlM738Jb6Q+AXjl/P7MHRzLmW+t50BZR+XS/wSxgUo23D+FCz7YzIlavQfRLS5IRVFd52JyMgl04kvowtkDIxmREER4gIqrP2/TL3l+TjoXjbAboA19einVbqUjuUTATyWlVt9xEB4UF9BBLfR04tizM3vUCunkGwyKDWBEUjDvr2vLRBU8P8vD90YURWa9tYFjVc1olXJ2PzaVKz/dRk65jiqdkfX3TeT2b3eyp6T7e/v99SNcHTSdQRRF3l59jG+3FVHRZGBKehjvXpKNRBCQSyWIoojeZMVHKcNosfLa8jw+XG8ve5w9IJI35g1CEAQWrD/Ol1tOYLbaeGR2Ord+t9dOEhXsreAquYRp6eEuJV8AP5XUJYnvDVPSQnjxvIEEO4iKoiiyr6SR3/cU88vOYnSdEFr8lFL0ZitW26kTX6WCAIKIn1JOfWvHNp7UMF/C/RQutWBo023RKKScPTCKx8/MdJVcLvloC6UNBgodSrnJoT78PH9Ut90gVToD76057lUY7O+GzSby8Ua7RICvUs7c7BgkEoHXVuQB8Nw5WfSPCSBcq+R4TQsfrjvOuD6hLv7Y3Pc3s8tBxL9rah9SQn0pqG3hrVVHGRQXgNkqctWoBPzUMlpNVuZ/s5v2I9MHlw5mRlaE6+/Nx2q49JNt2ER7J9kvN47CRymjuE7PxFfWuojog+IC+PLqYS7ri78bBrMVUcRlEPpvQG+m5L+AYYkhLLgsG4UE4gPbZoXBGikxfl2/PPyUEr6/fhiXDo3ucjmAq0bFA3atEdUpZGc66zIQgaUHK9AZzB4BSWfyzieL4nojSw9WMCI5xBWQKKQCMonA19eM8Fg2MVjt8aAF96AV74+95Tz4+yGPgATgp932gcxmEz0CErD7zXgLSAAOlDR0u89TgfNc0h5eQsIDizj/vQ1U64weTqQL1h4j4YFFJDywyBUYxQZpuH9mmkf7Y+KDi3l9WS7FdXpGPLOMzMcWk1uuw2wVSYvU8uyiHNbm1VClM/LhZdnEBWn47ZZxHHtmhscx9Q33QS33vM/zFmxFFEXW5VVTVNfCnT/s4fJPt3P9lzt4bnEOF364hf5PLue1FXlUONo2J/QNQymTenQi7S9p4LlFOTz4ywFXQDI0IZBXLhjoImteOyaJtfdM4PULB/LysjxmZYUjk0BMkAaJYLce2FfSiEwioJRCv2g/mjsJSKb0Dabwhdl8cNlQ9hY3YDBbeHbRIe77aS9z3t3E55uLXAGJUirgr/IcCJqMViyOgCSuCydjd4xNCebFuf24eUIyAPHBaqw2OHuQJylZ4bguMqmEr9o9887bb7ZY2Zpfy/nvb+bbrfauq2+uG8nDszNcz05MoAZfVfflvzCt6qQCkga9iWNVbdlJg9nK7qJT69ATBDBZRAbFBfLj/JEE+SgQRRuZDtn9pxbmUNtsZE9xA/1j/GnQmxkYE8Bvu0s4XtXM9Ay7dotEgNdW5PHonweZkRHOPdP6UN1kpLS+leeW5FLeYOCOH/YhiqCQSZiWEYZGLkEABsR6ZpRGpYTw5jx7FuZwhY6VDp+t2CAN4/q0db/tKWrg6b/snCCL9dR5gg0Oj6rt7fgy7aGSS/9VAcnpxr+W6Nodbp6YwivLjmCywYn6toGuVm/Fs9eiI5qMNuYt2E56ROcOpgFqGS/M7c+MrEhunZzKD9uLeXHZkS63KwHunZnKgjVHqXckIpwdN4ieRxXhp8Qqgq9SRkqYhvwqPTY46fbMSX2DmdkvmsKaZt5dm+/x3fyvd9E/sk3kyGQVGZMczDtrPCXv75nel+3Ha/him73M4ZQ8P1np/VBfBUcqdY59tZ1tTyTJu8vMnCrq9CaPbo0dRU2MeXE1L58/gLMG2Aex55Z2vK8JDgXWF+f24+rP21Li764v5NudJdS3C662F9SxNd9eklJIYUp624xRJpPy7bXDue7LnTw9J4PZ/aI574PNGM1WqnRGmo1WLDbRpVQcrLGLRinlEkrqO2a04oM1nKjVewxoAM8uyuHjjYUdzuOzq4a5Apf6FhOBPgokCPSL9ifCX8WJulZev3AgZwyIZndRPVd9tp3qZiMWm4gFKK3TMyIlmD2FdS7tE0Gwu2+vPVrLzvxqzlvgaYroDUariNHtuWjPUylq6Jlp4Jb8OnLKm1hyxzj6x/hzw9e7Afh+ezEPz05jzeFq8ip1NOjNzM2OIjHEl4X720qdj5+Z4WpFtYlQ1tCK0SJy4PeDfLD+OLdMTOX8ITHsenQqf+4tw18j61a19FRw+/d72Xy8hlCtkj7hWgbGBvDZpkJSQn15Y95AYoN6rmQqCAK3TEp1/V3eZOD9tcdRSAWkgoDBbOO+X/Zz/uAYhiUGERmgQi6TUKkz8tqKPG6fnMrMfpHc89M+thXUUdts4vqvd/HgrDRUCil1ehMPzUrn3TXHXGTpX28cRVa0P6NfWI2+oZXD5boOPLMzB0QhEQQyovxQuk3q3NWJgzQKR1athAXrC3h6TqZHa3VdiwmbKBLiq+SD1Xm8uvIoCpmEfY9P98h+SiQC1c1G12+3F38Pess3XUAURZIfWnxa5bMBgtQSnjh7AGcN9Jx5GcxWmo0Wbvp6F9sLO85osmP92V3cyJC4APaXNnp0ZASopTQ42kyUEtj2yBS0Sjm/7Slld2Et0zMjufaLnXSlIeUeJGRFafnjlrFIJQLnfbCZ45U6V908NcyHo166IR4/I52VuZVsza/z6ALa/uAk8mtamPfRtg7r9BTufiVOGfv2vjoAMzNCOVrTTGqIliU5bd0rWvnJCWj1FL4KCc2mjhFPzlPT0ShkrM6t5OovPOvwEX5K1twz0TWbKq7TM2/BJkob2ng0TtXXswdEkhKm5ZfdJRQ50v0KKay8eyIx7QYVd8XX4jo9e4rqeXXZEZexXHsEaOQ0uCnpDk0I5KYJKbSardz0zW6SQ314cGYaD/52kKtGJfDzrmLyHe2eIT5yzhwYzd3T+uKrlKFrNTP42RWYLCJ9wn356prhhGmVWKw25O3Iiwv3lXGXo3vDBvwyfyQyqQSLxcqPu4oZkxLK8epm3lh1DI0E9F4CSpUMbDbwcunt1+g/bFGekRnOO4423882F/DknzkuNdwAlRypVKDWQXzNiPTj3OwoPtlYSHmjgaPPzGD6mxvQyCXM7BdFUogPN36z22P7SSE+TM0M54qRCUQFdCR017WY8FVKkQg9V0htD/ffh49SitkqEuKj4Olzspjspjp7KnBaEGRG+dFssFBUp0fEnrlNi9Tip5IzZ2AUUQEaPlh3nM+vHopSJqWoTs8d3+9xdXrdPa0P+VU6tubXIwi4nNLvn5HG/PFJ6IwW7v1pH3UtZkJ8Fbx8Xn+qHW7g7h447U0Y9xY3MOfdTUDbpMVZUksK0bDq7gkIgkBlk4FPNxaQGOKDxSbyyO8HXbIK88cnccukVHyVvXP37tDbEvxfwqbjNV0GJD5ygRaHDn13Yk2T+gRz1qAYHv5lH3qzjUNljWwvqOWS4fGkR9mZ4wXVzWwvrKPBS90aYJ+DPJgcpuWh2Rnc+t0uShvspZNGt77XAbF+zP96FwdKmlwz+G93du674g0Hy3SkPryY768bzk63AEkC6I0W/FR2gzx/pYDOKHLfjD5cOTqRXUX1HdqShz2/mlCfk6vnzsgIZc2RapzduO4Ganf/tI8VOZWEaGTUuGUU5MCSnGrUMvvA79QPGZ4QwIGyJjznzacHzSYb149NZMGGAgbF+hMbpObc7BhMFhtSiZXXVxxFLthTz3XNRvLrDFTrjB7dNrFBGtbdO5mUh5cQ4HDtnZkVxVNnZ6JV21P8149PYtwLq6lsNmGw2rtl2sO9TTQ2SIPVJhLgo3AFJRqFFIPZysikQNKj/Pl4Q6FreXdOTKPejEwicLy6hSf/yqFaZ+Qltyze9WMTeWh2hse+cyt0pIT6klOuI6+ymeHP2UW/MiO1lNS38sgZGZw/JBaAYUlBINgDEqUMrv58O40GKzGBan64fiQyKTzwq70N2VtAAvaArbNCZJivgqoeWgx4Q3KoD7dOSnGVo64alUigWs7dP9qPqcVswWwQGZ0UzP7SBs4cEMnbq44hOt4AJquIxWrjYHULZQ35HSwUJEB+TQu/7Cxh+aFKFt86BrVShiiKbMmvZcmBCr7aeoLpGeEU1Lbw842jTokweezZmdQ0mzhapaOyyUB8sA/ZcYGnxUTOTij154mzMmkxWthdVM83W4uobjaS63De3l1Uz+T0MK4dk0hxXSspYb7IJQLvXDyIWW9uoKHVwh97S/FXyahpMbqyuHFBGuaPtyvCLj1YQXKoLytz8rGKIhuP1aAzWAj3U/LsnCymZNgzhu3PaWBsAJH+KqqaDBitIsmhPhyvbiHcT8nolFDXvQ33U3H9uCQCHR5cgRoZB0sbSQhSc+HwRP5hc/Z/BXqDki7QJ0zLJcNj+WZbsdfvW9yMcbp6dJUygRHJIdz3836XtsH6w2XkVhn4c28J+5+cydFKHTPf2tjl8TjLoUcqGmnQh1Ph1rLsvv/tJ5oI0kixneQPqv0wZxPhnp/3ewiyRfgruGFCEk/+dRgBaDQ60+0SBEFgYt8wFu6voD2qWzoGWgKgloI3Qdgt+XWdXtRfHU687vROd/JsqwU2HmtwfTcjK5JthQ30FO3T/t1BJpMQE6gmp6yJJoOZAyWHKKpr5etrh3OgrJGsKD+uHZdMbbORh38/hFWEkc8vo0pnP/HltwwnNdpOQm1oNXPRsFieP9feyiiKIov2l3PLd3s89nn/z3uZkhnFzRNTOj0us8XKPocgnUYhRW+ykhXlR7BGwVI3GfZIf5XHbNxfI+eBmWk8syiXyiYDMgdBFeDWiUncPb2jpkZiiA8tXrp8DjkGqHt/3s+i/eU8emY6n2wo5IZxyby95jhGCxgt9utQUt/KmBdX95iQ6lxODphpmxicakAS6qtEq5YRplWRGR3g8d3ZA6M5UaunQW/ms82FAGzKr0WrlBITqKHFZCU13Jfxob74KGVE+aspqmvtEJBA27MlkQgU1LRw/de7yKvUUdnU9nuWCLAsp5LJaWGn3MEhk0qI8Fd1qpD8n2BqRjiT08KQSAQOljYilQhcPjKOzcdraTJYOFJh50ItPVjJ0oN2rkeIr4KxKaEMTQxEb7ISE6Amv7oFmwixQSpaTTaGxAfy+FmZrqAhJkBNvd6I1fEuc7YCVzYZWXm4yhWUeMPrFw5ELZfyx95S7p7Wl4X7y7j/lwN8tfUE8yckE+3IUAW7qbzO7h/N7P5tXMB/g0PzPw295ZsuUK0zcuY7G6lo7FktuisoJfZUs7eLvf2hybyz5ihfbin6j/fjDc6X9n8CZ5ni1kkp3DW1D+WNBi78cIuHymWQRkaD3tLpgC4XAMFOYGvpLO/uvnwPfXvGpQSx/ljn5LMlt47mkk+20dhqQRR7FnBoVTLXC7A9nINfiI+cxlazxzG6D+Du6Buu5ZZJySxYn88BL/ouicEaChzlmWfmZHHpCDsB+sFf9/Pd9mJUcgGDWxCskQt8eNlQxvbpKGcP8OP2Ih7744BLkXhGZhglDQYOOvbtLEX4KqX8dtNoUsO1HuuLosicdze5ghqAhEAVa+6b1O2LekVOJU/+dYisKD9mZEXw6vI8Ws1WappNBKgkNBlsf0POqg0xgWoGxwWycH9Zp2KCKql3teY/bx5NfauZ0cnBnZZN/thbyn0/73e1QgPM7BfBnhP1LLtjPC8tO8w32+y/ZaeGC0B8kIYTdfZ7HOyjYGhCIMtzKjtkY2MC1cwfn0Skv5qYQA19wn3/0YPjypxKnl+Si59ajsFsI7e8a/0iJxKCNTS2mukboeV4VQv3TO/DBUNiPc5Vb7Jw9jsbKKzWYxbb1HbVcglbH5qMv7rn/jWtJivpjy11/Z0WoeX9SweT2ImxZy96jl6Z+f8SRFHk7h/38euekyt9dIZAjZxgHznHqj1lmBOCVIxMDua7HT3fj1wiYHa8zfyV0FOdN4lg1+zYVWR/cQyPs3u2dPYQSAS4bkwCX28tRC4RaDKJhGmVvDVvIEmhPgx5dnWn+1LLBJJDfDhS2YxE0j0Z1QnnK6n90r5KGbGBanIrum6BVcsEsuMDyKtqYUh8EOF+Ki4bEc+ynAreX3PUw+5eIQWlVGI3O+whIv1VPH5mBtMzI/hm6wkecVP7BHv9Xm+0m9AJgv18IrRKKnRGgnwUBKpllNTpOyjN+imlNBmtPH1WJpeNSgDsL9Lrv9rJhqM1vHbBAD7eUEBxXQs6o5VAjYxld4z36g583nub2dmu0yLSX0Flo8kVECilAq9dOKhT2fJXlh3h+x1F1DSbuGZ0AndN6+uhPttTPPzbAX7aWYLJaus0aDtdcPIGrh2dwMebCjtdzj3gvXBoDD+4ac1EB6i5c2ofFFKBRQfKya9u4ccbRnq07FY2tTL8OfuzL5cKhGmV/Dx/JIfKdB5aHkE+Cuoc3JMwrZL4IDUNBgtvzxtEWqQfRXV6rv1iB0V1egyOA/ry6qGM6+Ndd+WfCIvVhiAI1LYYWXekmuMORdtqnYFfdpeikEo4Y0AEh8ubOFbV4uLCzcqK4MYJyWRG+SMI0GK0UNFoIKVdgLwhr4orP9tBiI+MOdmxlNS3csmIeEadgnrxGyvz+GJzIfV6MxcPj+PJszL/FpLxvw29Qcl/GadL50MGaBwDz+nE0PgAjlU3d+jY6A4DY/xYcMVQVFIJ/Z9a4XWZcK0Ck1Wk3ksaujO4K7kqpAKfXD6YP/aV8/PungVdEX4KAlVSyppM6E1W1+AxJS0Eqyiw5oh3QaT0MA1WQUBvtjI9PYIRScFMzYzgeKWOv/aXUlLfyi+7y1zBztAEf87qH813WwsJ9Vezrp3pnjteOrc/gsTevjksMchVw7YHrnv5dY+n0Ny6eye40u5mm4331xzjs832ltCxKcFsOGbfV1aUloOOZyvEV05Ns/06nz0wklfP649MJsNmE12EvhajhVu+3cWaI3Yp/mHxAfx4Y0db+5u/2U2rycy2/Bq8VM4AGJ8ayhfXDOv0nC/7ZBsbjtbgp5Kx7/FpHjNYq8OUrjP57uI6PS8sPcyW47XUtZiIC1RTVN/q0al0uuHMfqjlErQqOVWOVnV3vle/KD8SQ334c1+56zuFDLrSl5NJBJbfOY6kUHun2cHSRs56Z6NXvplzX+F+KiodrdVRfkp0Jqsr8zY3O5pX2xkn2mwi6Y8txWixMaFPCB9eNgTl/1BK/nSgyWBm1POrXeJ9n101FLPVyu3f7ePRM9KZmx1Dvd6EIEB9s4mN+TUYTDaPLp/2qG8xYbLaCNMqTzl7ZLRY+WlnCQnBPoxMDj4tHJt/O3p1Sv7LeH7uAFTyk7tUicFqzhscTYi6bT0LnPaABOzS5e01FNzR2U/OYrVR32LGT6Ng4S2jifZvq61KsJPHzhwQxY3jk07qQXGXZTdZRdIi/b3O5jtDRZOJ3KpWGg1Wj9LIysM1rOskIAEQBcHukSIKDE0MYmpmBJuP1zDl9fW8seo4uRU6NA79DgG4aXwqo1JDyanSewQkPu3udUqohjnZ0Zw/JLbDS6xeb2ZHYb3HNX77okHEB/sQ6KMg0EdBmFbF42dlcdtk+8vWGZAAjO8bxoAYf6IDVIRp267RH3vLueFLexus+8Dvo5Tx2BltJFNvnAWAdy/J5tOrhvPKBdken8cFqlxKqkerug60nRoqTQYLG4/VYLHa+GbrCWw2kXPf28SdP+7loJuUvMVq4+utJ3h3zTGmvr6ORfvLXVmClDBfrh+byAOz0rrcpzd0N2RIJZAYpOara0fyzJxMhiUGUaUzuhRcJ/QNJTPKPvuWySTsLmjzVgr2kXcISH6ZP9Lj7+z4QFeL6cFSu+S5MyCZnBbGBQ4/JrAHJDOzwvn5xpGu/c8ZFENqmC9Swa5auyq3ElO7HnWJROAeh3S8wWzjgg+38Mfe05Oh/V9Bq5Tx/fUjGBIfyE/zRzKhTyjXf7mbEF8FH6w7jlUUKa7T8/XWIr7bUYzeaOu201EqEVh+qKJHKsWdQSmTcumIeMakhvQGJP9A9GZKeoAanYHpr6/rVJjLG3zkAmqFFItNdLXq9gQauQR9T4gU7aCUgkibk6xaJqHVYkMpBW9xkADcPjGJovoW6vRWBsT4c8fUvhgtNgprWwjTKimqa3WZSZXVtzL2pdXdGv45lTndZ8QpYT6o5VJm9YvikmExjH5+ZbftuSdLNvW2/vHnZ5H99IpOszwpoT6cmx3DK8uOeOzrg0uz2VPUQEKIht/3lPLeJYM9yHDusNlEqpuNXPbJdvIqdUgE2NSJb48oiny6qZAXl+R2MNgDe6tivpvD6jNnZXDpqMQOywFMeHkNhbV6kkN9ePfibNIivf9Wimr1jHt5jdfvABKDVdw2KZWpGZEo5J5eOceqmpny2jrArhET4RiY6/QmShsMnDUgiqI6Pb/fbM/UXLxgK5vzPbNNL87tR2aUP5lRdgfjLcdrueijrZ0ez8lg7T3jmfHGeiSChJRwXx4/M4PB8UEU1rRQVNfC5Z/a/XBGJgaypcC7aFhqmC9Hq5o9yNzOZ1cuFfjjltFkRLaJdj3x5yE+dxBdnz0ni0uGxyOKIs8vyaWkTs+sfpHMyIpEJpXQ3GonxV40LJYQrYoBTy4jyMd+Hb+7fqSXo4EF6/N5bnGu6+/oABXzJ6Rw6fC4fzSvpCuIoug69roWEytzKwn1VSKVCBjMVn7bU0pKmD0LlV/TwrsXZ3e6LZPFxj0/7eP8ITGMTfXOp+rFfx+95Zv/Ak7UtvDaijyUMgl1LSZW5VZ12xXg/mI7GSgBJyUk0k9OedPpFdRIClZx6+S+3PXjvk7PISNCyw/zR3YqxWy1ifR9eHEHPsCQOC27i3WuGc5lw2O5a1pfPt9cyIL1+a6siVSAfY9OxUctZ/RzyynTnfpMpyu0b80O0ypdafyeIilEw5fXDCcmsOciSff9vI8fd9p5CRmRfiy8dUynpY0Rz66gws3bRyWXuPgEb5zfn1/3FDEtPZxLR7d11oiiyO6iBsK0SmKDNGzLr+XCBfbBfUxKMK+cP5Bwv44p7bt+2NtjTlRsoJrV90zwqLEv3F/GLd+2df4opIJHQDU1I5xdJ+rpE+bDvpJGWs02FFKBxBAf7p2expQMTz0Mq01k5PMrqdKdesuuE/sfm4ZGKWXE86uoaTYRF6Rh/X0TAU/juP7RfhytaungYDwlLZTX5w2i3xPLPT4/d1AUv+4pY+Vd40gJ8+Q33PDlTpblVLq6mc7oH8lL5/VHo+iea3Pbd7vZUViPWi5h9T0TO11ud1E953+wGXfx0Tun9OH2KZ2XNXrRi/8less3fxOajRaXDLFcKiGnrIkfd5awspOARC6xK7M6EdlDGev2cB8yT3dAAtAvJoD9JQ0o5RJknUy2wrSKLkWCrFarV4JidnwwmW6z9G+3FZNT1sCH6457lHGsIvywq5jH/jj4twUkMiDU1zOo6iwg0apkhPl6P99gHzmP/rafzzfle/1+yYEyRj6/iss/2UpOmZ0w/NDMNO6emoqfSsbRKl2XRmDZCXY1yUC1nbhrMNuI8lfx7Jws5gyO5ctrR3sEJGA3vXtx6WHeXGVXy737x72u7zYeq+WWb3dy3Ze7eGvVUc56ZwMbjlZR0WjgzAFRLgVKf3XnraX+KolLXt4ds7IiSXazkzc5BLjAThJec7iSuhYTWwvqXffbZBU5UtnM6yvzeHFJLnuLG1h8oJwn/zrEpxsLOLN/56VGJ9ob+LWHSgYbj9cgk0pc+idFdXqXroRz5g0Q5qd0BSRquQSpREAmgZWHq2k2Wgjx9ezg2FfcwIo7OwYkyw6Wc7SqGaVMQO/IAi7cX05RnSdx3RtEUeScQTFU64yEaLt+T2THBTI907PV9fWVeew60bW8eS968f8DenVK3HDFp9uZnB7GS0uPcOukZHSdiJg5YbbhYVPuTbLbHe6Mf6lgf1mW97RtxoHUMA1Hq7p/CbpjbV4NarkMg9lGsBJq2+0yzEdKerQ/6Y8uJS5IQ6Ajxfzief1RyaUes3KAYI3MVcpasKGQBZcN5vqv7B41VuCtVcdQygUMFtEjc/HF5kKK2l2jUI0EvcXeNSGKAlZR9AhmTgZWoKq5Z0GdzmDBz1+JN6H7HQ4jxjV5tewvaeKV8wd4ZD2eXZSLzmBi/VEDn17py/q8Kq74dIdH4Grs4hwmp4Wx+EAF9a0Wl0qun1rOxV24vz6/OJftBXWkhPlitYmUtJNMzylrRCHXszK3kvhgFVd+sgMr9sxRSqgPfioZjZ08zzEBKkoaDGTH+nfoRJBIBJJCfV0dFWAnMAK056sGquVkxwewNq8Gq03kUFkTh8qa+HRjQY87r5xw+tnIJPZzcF7OII2MxlYLKpmMj9cfZ1a/SMamhvD+Wrux4Zb8WkYlh3gEoytzqx3bEgj3U2GxiZyXHYNWLSfSX80nVwzl0d8PsN/RLt0nQsuOgjryKnWMSAzmlRVH+HlXSacWDRuOVtM3XNtleUUQBAbFBfDU2VnM6te5tgbAskMVLHboyJw/JIYNeTWEaBU8+VcOf94ypvuL14te/B9Gb1DihvRILS85fEq+2FTg0ToKcOmwGL7e7mlTfzLcB/dxyipyUgHJyKQg7p2eRnZ8IHXNBl5fcZiNedUU1HefBm9stdDsYP7XedllVYuVb7YWYbDYKK7X46+RExukoa7FRIPe5BGQxAXZRaHc4QxIAHyksPNEg6uM5f4a99Z1Ue0m2TkxNZg1XXTAdIeeDHuJIRoKavTE+Csp6cH133ishrV51UxKa2vRHJMaytL99pLIT7tK+GlHEb5KCXqTzXXew5M7d+R1990Ae4D6842juhzUnAqwOwrq2OiWhcmO9WN3cRMmM7Sa7cHCidq2gEUEjroFFGNSgsgp03kQZJ0Bzt6SRpYeLGdGlmeLsL4dqdAbHwbgpxtHkRLmS2FNCw//foA9RQ3oTVaMVpFAjRyTxeb1GVDJJMQGaTjazmsHIC5QTX5t2/NW5wiGQ7QKzh5oJ5gOS2i7nsV1eki2B3HtcdukFJpNVkK1SqZlhBMfbM8ADYgN4M9bx7pk2ZccrGSJQ/DL2WLcGfzVMi4dntAjvkeARtFl4OnEM4tymNUvwmXA19hq5qWlhzt4EfWiF/8/ojcoccO1Y5LYXVhHTkUzzUZbh0Eut1yHj8JT+Kt9QDI8IZBHz8zk3Pc2eby8I3zlVDhm8VH+KpfHQ1cQgMnpYUQFqBmZFEx2fCAAQb4qnj5nIABz3t7AXi9iXO1hFTuXwveRCzQZLChlEh6elU5pg4E7pqQilQic9eY6j2WdAYlEsP8X5OPJ2WjxQqq9dFgMoiCh2WDmj33lHRdw4D8JSDpDewG2AgeR1D0gUcsFWs3eR57oAAVR7RQxH5yZzsrcKjAaefDXA67Pp2eG0T8mkIGx/qzOrWBHYT1XjkqgT0RbeWvh/jJu/34ParnUVVLIjtV2668xd3AMH20o4GhVM7c61F2j/FWMTArhQJmuW6NF573f2IXInE2E+V/v5t2LBzHbUWIprGlh0/G2++K0F/AGmSObFB+soabZ5CpxqOUSlt4xljdXHuXb7R3VkX2UUt6ZN5CZb3dssy2sa3X4nIiccAuG371kMH0d13VlbpvHUVKoLzUOt9r2mJweTma0f4fPAcxe3GOnpIVSoTO6BOcC1XImpIVy3uAYtubXUVLfykXD4k66M687XDEygYuGxbk6Q/xUMsb3CeX6cUmndT+96MU/Eb2cEgdajBZu/nYXuRX22Uj7V1RyiIZbJqViE+0vioxILYFufBIZdkOzh2ZnkBXtz2BHAOFEhVtZobuA5O15AwjTKrh6dAILLhvCQ7PSmdnPu8DV6JNgoHc2bG17aCrr7hmPXCIQrlVx/8w0ZFK7bHyNl86hQI2cT68cypWjE6nSGbtt2bxwWDzPntOPVy8YSKhvzxUY/xOE+CoI1yo8AhJ3F1EnBGD+hBQC1d41IfYU6zj3/c0uMzywy7D/euMo1/oA907vy4eXDeXmiSkMiQ/ihaVH+GFHMbPf2sDXWwqw2UReW5HHLd/uwWrDFZBEBajYUaRjZW5HaX53pEX4cYljlq03WZAAl4yI59JRCT1yfj6Z4skt3+7h6s+28cyiHOZ/ZSeL9g3TsPrOMS7+BthFw5zQKKTEOQwCjRYbQZq2+2yxiaw5XE1+u5m+3FGaqW0xM/2ttoDE/XmyiVBYq+ePW8Zw88Rk1+dObg3YM5zr7p3AB5cOZlBsAJNf9QyknZj9tt3GoarJ0KGUJYrw2gX9ca9e3Tq5D/dM68uY5GCUMgmPnZnB6xcOYnRKKHdP68vrFw5kWGLQae+KuXZsEj5KmcvLSBAEpmVGuDI7vejF/8/oDUoc+GDdcY5Welc2vX96X47X6Lnqi532txeQV6EjIcQHJ3VQq4Sf5o9igKOF9vGzMl3rB6g8L7OXsdED32wt4oz+UTx6ZiYSieBhtNYeo1JOXtWwPYY/v5Jpr66j2WRl/je7PEiaAe0G6+RQH+r1Zq78bAcfbygA7G3MYB9Mwn3lHdJv32wtRBRFZFIJo0/D8XYHH7ldoKzJYEHumG3KBRjfN7TDAz8iMZArRyZyzZjOZ6F6k5VxL6+hQd9WKgtyGAyKwKsX9PfwoFHKpbw8NwsBu6Lru2uP89mmAs4eGIVKLiE6QM2AGPuMvcxROrn2i11syKvs8ryeOjuLQbEByKUS/NUyLhkWx70/7e/hVele78MJEVh9pIaPNxRgcOhp3DE1jaRwfyb0DSU+WEOkv4rtD01mzkC7T8jwxCCXOJjBbOVQWSMBajkRfkrkUgm7TtSx44RnW67Zi+2Cn6LjZ7lPTiNAo+De6W0aJ4sPVKBzcFvig32ID/ZhRlYEu07UewQcz53Tj3C/tnbue3/ex7DnVjHgyeXUtZj4dtsJ5n+1C6lEYM7AGB6a2ebrE+GvYkLfMN68aBBr75mAyUs25Z+If1hDZS96cVL41wcloijy/tqjvL36WAfiHsCgWH9eXd7mkNrqeElbRNhT3OjylKk32t1VnaI+aRF+roFnQKxn1qS7d1uEv4pHz8jA1p2SEDAiKRh/9alV4bRKe8DRYrLh8NXDKsKzC9tk05ffOYHxbv4q7oRHJ5wOviJQ1WLuQB39fmcp2U8vp9Vk6dBV4I4YPxmb75/Ao7P6kBjcUeejp2gxw297ywnVKl3OrWYRNhyp7JABu2dGGv4aOYE+yg4/hnA/JYPi7Pcwyl/FwKdWsPyQPaOx1k3E7cz+0ZgsNvYU1dPqeIjG9Y3g+2uHYbLauUN5lU3kVzXz8eVDWXX3eP64ZQxr75nAxL5t1/ayT3cy7bXOZfulEoE52VG0mm3Ut1oY+cIq9raTku8KJztUDYrWMjI5mDP7RzLNcd/Gpoay6q7xfH3tcAJ9lDx6Rjob75/I8+f2Y+mhCp766xAC8PScTL65dhhVTUZaTVZ+2lXq0S7vePQI0yoYFNtWUhEFAYkA0zPCXPej0q08ODguwPXvue9v9jw/UWTJwbaMU2yQmouHx/H+xYNcn23Ks983X6WUvEodhTV6Nh+vYeG+MnLLm1h5uK0U9MLiXHYW1hHsqyTCX8WFQ7vng/wT8H9Vz6QXvYB/uU5JeWMrlU0G5n24BUMXhhznDIzkj73l0A3pDSArWsuPN4xCo5Bx0YLNbMlvGzTGpoZwweAYHv/zUKdKnE4oZBLO7B+Jn1pOapgWi83G5SMTvC679GA587/e3fWBnSRW3TWOZLeWyOHPrfRwMY3yV1LmhSiaFe3PkYomfOUC9QbPEOCaMfE8ekYW5Q2tjHzB++A7KyuM9y4dCsDYF1ZQ3OCdyNveQ0UtlzAmJYQVDn6BSma3t3fCGyE5MUDJinsnIZNKMJitPPjrfv7aV0aor4LFt493eZ3c/v0eluwvw0klGhwXwLCkYN5fexyVTGD3o9PIq2pm3oIthPupWHevXYPizu928du+tkGyX7Q/f906hpL6FvYWNXK8ppnXVxylPQpfmO31nOtbTEx/Y90paXxoVTL8VbIOXTud4dFZfRnfN4wWo4VwPxURAd1rtoiiSL8nlpEd609BbTPF3ZCwpQLMyIrgWKWOI1VuZNzkYO6e3ofrvthFhL+KhbeNdX33885iPtlYgFIm4fGzMkkN16KRS2kymFlysIKBsQGc8dZGl6usk5gdoJLSYLAiAQJ95PgqZfw4fxTXfbGD/aVNyCUCgT5yj2urkgISCXsfm9ZltrIXvfi3o1en5DRA12rmSIWOue9t7jIgAfus21clw0fR/Yspt0zHAQfJrqjGs4a+/WgNd3y/t9uABEAq2vhldymfbSrkod8OdJo1sdlExqWGekjEu6Mnc6ZwHwkFz8/y+OyXXZ6ExMSQNt2HM/pHsvSOcS4Z7QCVhEuGx/HZVUP58+ZRvH9JNiYvLbGfbLRLlH/Wif4HwOKDVdz/816ALpVwnbfMyTE0W234q+W8cG4/gjRy2nMxbdgDF3eMSYtwOcGq5FJev3AQx56bzZaHproCkmqdkanpYbj79e0qanC1oA6KC0SjlHHxR1sxmG2cqNW77lVmtOePc0RiEH/sLeXSj7Zzy3d7vAYkSon39Pve4gbO/3ALVToTsUFqvrpmGG9cOJDhiYEdlvWGOQOj2HD/JLY9OJnuEmsqmcCVY5J5fUUel3y8jTEvre1y+aomA+d/sIUrPt2OwWxl/bE6iutNrmdPCrx0Xn+2PjiJM/rZu5gyIn3QquQcq2r2CEgANh2vJdhXxc5Hp3oEJGAn/C65YxzfXT+S+GAfnl14iMFPL+fMtzfwxJ+HiAtUs/mBSa7lncTsBoclsA0I81Pxy02jCfdTUVSrRyYBs02kSmciJrCN1Ox0EX571VGvRNhe9KIXpx//yqDkr31lPPjLXu74ZgcKaffDdqBGjsUmonPotU9ND+W87ChmZ4V3WNYqwjfbCnnklz08NCvT4zsjdi2N9vCV2jtZ3OEcjwXsao5Xju4oN24wW/hzbxmz3lpPqVvWQua2sc7E0txR2WJj6uvrWHjLaJ48K42EIDWHy3UY3RQwlTLB9bBsyKtmwfp8hjjIvA0GG2sOV+KjkHHjN7v5aWex1y4cgKSHFrNgQ2GXx/PDzlKKalt46uxM5J0cf7Ba4Lk5mUQHaJACFhv8tqeUIfEBnQZ97vonMzLD6RPu63U5sMtZHy5vYs+Jep74K6fT5Q4U27tZrhljvz9SicCrK+zlvmvHpTIsIcC17I7COh794yCFdXp8OtExy4rtGGSIosjzi3NdLaH3TOvL2NRQ5gyK5vOrhnd6bO54aFYGgiAQ5qfkxoldK4OmhPty5WfbaTZaaDbZ6B+j7XL5isZWyhtaadCbiA5sK7ud2T+C48/OZNODk7hgSCwR/mquG5fKvKExgISGVrOH6dxZ/SNICfNBBMa9tIY3VuTx5ZZCqpoMLv6IszShVtj1c77bUUKTwUJxvQGjxcbTC3MI91ex5cFJ7odInOO4JIK9i65WZ+SC9zfTYLDgbkOjVXreGJtN5IN1x0l9eAkpDy3m9RV5LoHFXvSiF6cf/8qg5MstBSw8WEWDCVp74KNerze72hsBVuRW8+ueMkK1KjIiO76w/9xfydc7yrj5+73dblsAmq2dl4VCNNIO8tLNBgt/7S3hucWHuevHvRTWeuqGWBwb85dDgFpOckj3/IzyBgMZUX7MzopiVv9I3r4k22PAWJdX4yp/NBosvLPmOPuK20pTZY1GLvloC8sOVbIsp4r/FONeXkt6lB/PnJPl9ftZ/WNZdKCCe2b05c2LBiFxSPxPeX1Dj7a/9FAlC9bns7eowev3yw5WcKC0geW5FYT4KuxuslKBYQmB7Hpkimu5ZrPdTXdUcjAJwRrSInzZUdh2Xb66dgS3TExBKZOwt6SRplYL0QFqLh2ZiETw7GABqG02dlCh/X7HCXYU2IOfx87I4KwBbYqoaoWUKeldd2BNzQhDrZBSpTPw+eZCbpvchw8uzXZxitwhAQpr9ET5q3jzomyW3Daah2dndljOZhMprW/FZhMRBAlpkT6U1OupaLA/ixF+St66eDBSqYQINx+gEK2SJ8/Kchk01rqd684TDZjdfo9vrDrKY38cYthzqzy4Ik5kRtm5KE6uyuUj4nhglp2oGumv5tzsaNeysQ6Okk2EMF8Fd/ywh+3tiLcKqUBFo+dvyWQVXdu32ESyOmkp7kUvenF68K8MSt6YN7DL74cldJ8St4nw+ZYT5JR37bTaFeR4kg9DvEyfq/WeKYf6FhMXfriJW7/fx887i7oUbms0gyAVeXhWGt114pqtNi79ZDt+GiX3zUjHp92McYSXMkH7OMq9YtNed2N0UhCbHpjEkB5cWydmvLGRh349iI+XdElCsIpNx2upazYxPTOcGyekeNlC1yiub+WxP/Z7LZeE+SlZuL+CguoWnj2nHwggk0jIivYn2FfJ+YPbBrwNR2u46KNtFNbqOVSmI0yrxGixUtNs5MedJUQFqLlrah80CikqmcDguEBuGJfMvGFxjEzyFFkrrNW7pOsBbv12Nw/+egiJAGkRWuQyCcsOVXgc88dXDGNwfIDXc5yaEcZHl9s5Omq5lI83FLDrRD0zsiJ59pz+HZYXscvH7zpRj1QiEBfs69UD6KKPtjD6xdWMeXE1Z76zkfV5tdTpLS7zxwYv6rHfbD3BlFfXsfhgOUEaBUMTAil1tMcHqOUsuHxIhw4XqQA3T0xmbnYMVkew3Wqy8tziXM58ZyOpob7EB6l5aW5/njw7iwC3VmRnZxDAluNt+ixVzSZX678TMok96HAq7EZo5WiVEnwVUgI1cq4ancCU9HASQzS9zrK96MXfiH8t0TXz0SXozTbGp4YwKD6Q2hYj328v7lStsicYkRjI1k7cSKF7dcjOkBXlxwtz+1PW0Mrnm/LZkl/fISDoTBjN/XtnNqEznD0witcvGNipkdysNzeQU969UJsTUf4qRETig1TMG57AH3vKCNcq+H7nyVmyx/orKG40kRSiorjGwM2Tk1h8oIpWk4XRqcEU1LRy5ah43l973CUV3lNo5BK+v34E/d3KJgazlT/2lrItv5Zf95QxLCGQuYOjOVLejCCIPHpmFmaLleu+2sX6vOqTvqcCsPvRNt7Kt9tO8NBvB13f73l0KlqVjBlvrOeYl24ngJFJwbx24QCXG7HNJqIzWLj7xz2sPGzvMBmXGsKX17SVd9zdWu3r2Eh6aEmHbTuf03Gpdrl2pUzCH27y5q0mC5mPL/M47/bPX6S/ij9uGU2Yw+flSEUTc9/fTIvRyuT0MO6fmcbU19YDMKFvKJ9eMZSfd5UQ7q/CYrVyzRdtKsEPzkzjwqGxPPTbAR6cmc7324t418HpARifGsIXjvO0WG0unhDY+S7nvLeZ0gbPDIg7siK1fHv9CEa/sNpVotXIBXxUcmp0JkTg9QsHcM6gmE630Yte/JvR6xJ8GtBstFBUqycp1AeVXMrCfWXc8l2bG+r4PiGsy6vp8fbOGhDOobJmry2z7ugqeFDJhG5Jt38npILA6nvGE6CRc7SymcHxgR3aCzfkVXPZp9s7rBsfpKFGp6fFMUGWSSA6QM1z52bxzurjbMmvO2UX5afPTMdoFZnRL5KYQA1Dnl5OTUvbTDwhWE1RbWuP5f47HHuAkhA/Nb/cNBqwZ41GPr8ai82KWi4lM8qfjy4f4nEtjlU18/ueUj7dmM/d0/oyIS2MKz7dRkm9ocN5RvipXGZ3AnbjxguHxHLR8DheXZbHxLRQnl6YQ2mDAQmw/M6xfLAun593twVvqaFqyhuNBGgUHh00FwyJ4cW5/REEgeomA2NeWoPVZsNHKcNgsrLirgnEBWtYkVPJ6yvyAHj5vP5kRvvTarIw8Mnl3frSSAT4/vqRDEsMwmK1YbGJPPnXIb7bXsy8ITFcMiIef7WccS+v9VgvLULL0jvGAXC0sok/9pbTajKzaF8pFc1tTORgHznvXzqEuGA1FouNs9/ZRG07XtCsrHAWH2xz540P0lCnNzEkPoDUMC3lTUZyyho5Xt3C7ZNTuHNqX9e6epOFjzfk85obsThAJUWtkOKvVnDH1D7Utxh58Dd7K3xqmC8zsyI4Z1AME1+1n9P145J4aFY6vehFLzqiNyg5TThY2sg1X+zg0dkZTM+KwGoT+W57EXkVOm6bnMLIF9b0eFtbH5zI2JfWdquuGe2vtHNU2nWn3Dk52a4G+swqmgyWDgNsd5kQJ5JDNRyvPjnDPidmZoby/mXDuOXb3azMqSQ2UM0ft47xsGUXRZEJL6/xkPzWKiXojDbkgl0PxAl/td08LcRHQU3LqVnVB6ql/HTjaFbnVrH6SBVquZQ1bhohpwupYT6suGsCNpvI4QodRyoaWXWkikGxgZwzMJog347dTcV1ekobWhnhKMEs3l/GTd+2BbZPnpXJtMxwVzZDFEWeXZTDxxsLAXuL+IajNShkEuaPTeCtNZ13JQH4KCSE+CqRSSUewW9CsIZFt43lxm92sTGvBrlMgsVqQyGV0GqxMTg+kF0n6ukX7Udti4mJfcPsJSlw+b30FNlxAXx42RDUcgk7CusZlhiEj1LG4n1l3OQW1Dux/eHJhGlViKJIs9FC/yeWI9K9Z5RTeO5UMotSicDmByYR7qeiQW9i9AurEBE8eGEAKrmEXY9MwUcp58pPt9NkMOOnkvLi3P74a5QoZRISH1wM2LOIb84b5G13vejFvx69LcGniI835NPv8WUYHF0lZQ2ttBgs/LSrhJJ6Pa+vzGNYYhCPnpHhtYMj3Nd7S/B52dH8ta+8R3LfFw+Px9wuIMmI9GXesHi+215Mg5eABLoOSNxv4qkGJAAHShrZdryGNbkVGCw2jla3sOSAJ8FQEAQa9Z4BhtO40D0guW1yCo2O+nxNi6mDMmxnXTXukAA2G0x5bT0vLz/C1vy6vyUgAbDaRERRZNXhSs57fxN3/7Sf5QerSA3Teg1IAGKDNK6AxGaz8cWWEx4t2EaL1RWQgP3aXTEqEWfCZcNReybOZLF1G5CAXeTuRF1rh2xcYa2es9/ZyHoHGdlosXHN2ESX0N8uB6Ezt7yJxlYzi/eXsTq3ktdXHGm/i26xu6iBr7aewFclZ2JaGD5KGRuP1nDTd3s8zv3OKancM60PpfX24LW0vpXLP9lGkoN0HRfYNclJBCb2DePTq4Z0e0wahZRZWREu0rDVJnLFp1u59ONtDHxqBS0mW4eAJD5IzZS0UP7YW8b9P+9jbV41u4sa2FpQz2ebTqCSSxEEAa1KRoivktSwzju1etGLXpw+/GuCkqomA88sykVntJD99AosVhsZkX68Nm8A88cnMf+r3VitIrPf2kjG48uY/dbGDtvQW+y6GO0v2q+7S3ljZUfNCW94eXke7cOdIxXN/Lq7lGfcnE0VUoH1907o0Ta7mnEmBKnsIlA9QEmjiUd+P+ASngJ4fcURJr+6lqomA6UNrZitHV/w3vD26mOuf49NDemgOWIW4eAT04kO8DS78/A9ARodNf6eep6dKgXxXAeRcuG+MoYmBmETYXRKMD/s6Ggg5w3rjlRR32JABFJC7R4lxnbBp85gJsJfxffXjWBCn555Fl06Io53L87udrn23JPsOHuXkLvfT0yghhajlfpWC59tKuDNVcfabwYpdCAWu//18Kw07prax/X3gnXHufSTbUBb4KyUSThSoeOWSan0i/bHaLZw2Sdb2FPcyPEae5By9/RMEoI97707ZALcPa0vEre9XzIspsP9nTc0ls0PTOLti7P57voRxAfZg57iulY2HvMsvyaH2O+LBDhR18rCA5W8uvwIP+wsQS4VUMsENHIJu4vqOVFjv56LbxvLxL6hXDYiodNj7UUvenH68K9xCQ7QKAjVKqnWGZk/PhmZVEJMkIYYh4lYZpQfB8sakUns3Ir2dXa5AF9fM5wfd5aw7Xgtx2raBgEbYLVYGZcazLVjkrnh650emhjdITXch6NVOobEB7kcWU1WkVcdHID2UMsEWi0iPnIJenNHN2Owv9RvnphEWYOBpQfLMfSQzJFfrffQUilpMCCXwPgXVxGsVTJnQFSnWRulTILRMTsXRfjg0mwUMil3fN8xrQ+Q9cQyrhoZx+dbihCBvuE+KGVSCmv1HZxo9WaREF8FP1w3jFlvbsTo5fJq5NADXToXPrg0mzGpofy8q5h5Q2LZXlDn4WKskEl6JJgHdvn9vCp7lsoZIIxKDiGnrAk/tYxgHyU/7SxmZW4VX18zjOf03ZezIv3kXDkqgZQwLTd/a/9MAsikQreE7FCtkmBfJYefnsGvu0tZdqicxBBf0iP9+HRTPtsKagn2kTOuTyi/7SlzrWcFWswiUto0dZx7kmB32nWiyWDmzVVHkUsFRFFEJZfSbLRitNg4Xt3M8GdXUNNi8mqrcGsnz8ToxECm94tk3tA43lt7nO+2FwEwOD6QH3aWdnj25gyMwl8tx2C2ccOXu6h1lAlbTDZ8lfbjcSIx1IfjNS0eQbxaLkUhNWOyigxJCmJLfh3bC+sZ/8paAB6elc5L5/XvlW7vRS/+S/hXcUpEUcRktaGUeR9omgxm5n+1k5zSRsL9lBypaiuFXDc2gYdmZSCKUNrQyh+7S3jFS3YkJdSHoYlBfOfFor0ryCTw8/xRXP3FDupazASo5V7bKrPjArhhfDIrcyqRSwRK6lvYcKwOEQj1kVHd0jaY3ze9L/OGxjDkmVWnRAJVSPBQMtXIBfRmEbnEs/23M7x6fn/ubmcYd9vkVN5a5T2rpJSARiHpIE/v5NPkPTOT2majg8z5nz22QSopGx6cgo+jdXlPUT3nvNfmpXLb5BR2FdZTpzfz202jaNDbsxydQac3MfOtDZQ0GAj1ldPYanEFDndMSWXe0DhGPL8KgIwoLTllXbeSyyXw9XXDGRIfjFQinDT3A2D13eNJCvVediip1xMdYM8qOHkTXcFJ3t336BT8fZQYzFYOlzdx78/7KW9sdQ3+CimYrBCqkWG0iTQZus+qucMpsV+lMzD82VWIQJhWyaLbxvDn3jKeXpTbYZ3hiYH4qxXUNBvZ7aY7I5MILs0erUpKq8nm+tuJZ+Zk8sjvbV5Po5KD2eyYGADcMC6RB2dlnNQ59KIX/zb0ckpOEYIgdBqQAPip5Hx9zQieOacfGVF+rjSSQipw/pA4BEFAIhE4UqHzGpCAfZZ8sgEJ2BVJ1+RVsfXBKQxNCMRXKSW63SAYF6Tm2+tGMD0zgpfPH8Bzc/tTVNfqmj26ByQAn2w4RrYjIOnuRnubBzoDEqXU/r3eQRrpSUDiIxc6BCTXjkmkKwFdo40OAQnYA5Ip6WHkljcRGaBmywOTCO5OeKUb9I/zcwUkAF9tOeH69+Uj47lzSh9yK3Q8NjuDCz7czIjnV3HDlzs6dWDVahSsvHsCL83thw3PTMbRqmbC/ZTMGWgXPWsfkMi8tGBnRGl5d00+Ly09zL7iBt6/pPsSTnu4B1ntEROoQRAE9hY3oOkkG+R+VFYRQn3lfLSxgLt/3Ef6o0uZ895mjlY1e2QjnJW9ar3lpAMSALPFyvaCOoY5AhKAmyemoJJL2ZJf63WdbQX1LM+pZE87ITxnACIRwGS2EhuoxkfR9ku4Y3IK5w2OZVZWpOszZ0CictQL1x6p5rovdrp4aL3oRS/+XvyrgpKeQCIROGNANGmRAS63W7NVJKes0bVMuF/nM+auIOviag9PDOLS4fEoZBJ+mj+KS0bEU++W4pdJBCxWsYNwk7v+gqod8aLWTXjNBvQJ9yGgE+MTsYvjs9pg/rjEk+JrtJg7Dt4fbyzgdS/B3PiU7lUyV+ZW8fDvBwC7d8nOh6fw6RXdkyA7w9a8esrcrt3hCnugcPbAKJ46OwuLTcRfLeetVbkcKrFrn6w70rUmiUou5YKhcXx0edtxJQRrePfibARB4JHZni2lM7IimJER1mH2DrCvRMf6vGo+XJ/P2e9u4qUlhwnXtt27SD8l6RFaIrSeJNyBUW2ZkcZWM9s6GchFUWTue5s4573NnXKE2h9VSpgv76w5zi+7S07acbin2JJfR1KoD2HaNtfmg2WNXPjhFlY6zBbD/eznHKD2FPhzHlP7EMsmgtEKBbV6WtxSf2+sOkZRbTOz+oUzq18Evm4Kt+kRdqXmMK2SHYV17HX4WfWiF734e9EblHSC68Ym8cGlg5mbHcPX1w5nhttsShDspnTukAkwONa/ywv60Mw0Xr9wAA/M6OvxuZ9KSmlDK6EOoaniOj0vLj3i0TZssYmUNRp4zo0M29hq9vDMMbgtnxGpZUCUZxrt1xtHMz0jrMNxjUoKJDnUh4RgT+VO56TSIsL76wtO+0A0JT2MfY9P44trxxAX1L0U/sHSJhIeWISu1czW/DqK60+908gAzHpjDe+sPsrFH211icINjA0A7EFgTICCg6VNLm7FBYNjKGxnsuhEcZ2eXSfq2F/SQL8oPyb2tRNZC2v15FU2cu1n27j68zZ9lzkDoxidHMzSdpL8MW7GiuP6hBKosQ+8BXV66h2ZsPQIH8qbjORW6HDTCeO2Scn8ftt4vr+uTTDtwgVbaTa2cycEFh+oYJdbZiEhuPvr7+543R2yY/2JCfDetdQe7tmzgpoW/FRyLhway9mDosiK9uOnnSUu5eQHZ/Z1uVU3tJp5aW5HVdqe5DRUMgm+Kin3/LSPt1YdI6+ikfMHx6BRSPFRSsmrbGZMSjAbjtVittlcz0UvetGLvxf/Kk7JqaC9Cqb758sPVXDD17sBOPz0DPo/thRTJ1fzw0uymd4v0rVu+zq+wkFevGNKKiOSgnniz4McrvA+AB56crqr9LC7qI4bvthJdYsn/yQhWENhreegfeO4RN5fXwBAWrgvJQ12LoAABGjk1LdjiYb7yhERqGo+NY2RzvDCuf2YNyzO4zObzcbZ72zmQFkjcqmA2SoyLsWf9ccaO9nK6YFTjAvs5NBld4wjyKG0WtWo5/wPt2KxWiltbLsGBc/P6vBMdMX58KYxs+ru8byzKo/f9pZ7fK6WgaOTmu+vG8HwpCBmv7WBnHIdQRoZEomEGrf7oZAKjO8TxlsXDUTtpifzyrIjvLPG3l2z5p4JJDo6T5wY8MRSGh3llSNPz0AuFbj52z0uj5n2x6yWS2k1W9EqJOhMndfvEoLV9A3Tsiy35/5Hj5+RjiARGBQbiFIuIS3C/ru32kSSH2r7naSEaFh5z0QGP70CmVTg+XP7UVSr58edJRyt0nXbki8T2tylnXCq1/oqJPip5UxOC+erbUUMTwxkm0OdOTZIzYb7JnnZYi960Qvo5ZT8V9EZ614QBAbFBXLV6ATUcqm99bKLq3nDN7sxOTpTiuo6zvCdHIS9xQ1kRPqREdmWdZmZFcYr57XNCAc+uYxyR+khOy4IrUZBQrCGYQmBXD06kQCNnMyojg/G19uKXP8+XNlMdlwAAL4qGfV6M2FaT55GZbP5tAYk31w7jH2PT+sQkABIJBKuG58EQKivknX3TuDLa8cQqPl7H1G9yYpGLuHpOVlsuG+iKyABCPPXcN/0vrS0a/X5aktHTZEbJyR3uo/2Q2XfcC3Job5syPPUgBmbGsIgtxn50UodoijS4uBs1OktHgGJEx9eNtgjINl9oo4VOfZgR6OQUKMzdFjHbG3LJ+w6UQcINOjbzPHaH3Or2YqvUuoKSKRCmwO1UiYh0k+Jn0pGWYPhpAISsHd4XT4igeQwX1dAAnYRtCzHcywB3r7YLl72561jUMqkHC7XcdbAaBJDND0qqUb4qxiTEoKvUurKzigcqaZmk41qnZH9pQ18e+1wMhxmfxIBrh/X+b3tRS96cXrRG5T8BwjzU/HYGRnseGQKgiDw9NneHW2dSHt0CVabyJEK750XfcJ96Rftj1YlQyoVXB0zdS1m5g6OQeF4k/ooZfy5r62NMzZQTWGtngOlTRwobWDvY9N4+6JsUkI9yzE6o2die/1RO98gPULLuxcPws9Ro5cK3smX/yn2FjXi78YD0Jss/LanhDpHG+dhRwmlrNFAroPDU6//+23iP7piCJeNiGdvUT1TX1vHxFfWrLAqUwAAZjRJREFU8tvuEpoNFl5feZSGdu3JP+4sw9quz/X+GWlsuG8i52VHddlnH+ord3FLHj+j7XmRCnYxtT0lbd49j/55iId/P8Rdkz1dop88K5N9j03ltkkpvHhef55bnMvHG/I5UdtCYXUzry0/wpFKe1uy3mTjxm9289WWQo9tuCfF7v1pN0sOlvHeJUP46uqhnDfIszTphDuh1SrCh5cP4cGZaTxxZgbr7pvE2/MGYO1h67nzxSMTILe8EYlE6GDiCLhKdME+ctKjAgC7fcH6+yZy08QUrDaRlTmVlNS3dst5mpIRTnywhqEJwS4bAIOl7T6abbCvpImHf9vPpqM1RPmr+P764Vw2Ir5H59SLXvTiP0dvUPIfQhDaXqbnZscS4ts26ColMCC6beZnE+GFJbk0tHrPPtTrzdw0IRmT1camo23CT9sK6rn9+z2ubEpDq4XseLuBnNlqI8XR9tlqtrKjsJ5LP96GzWZjVHJIl8ceH2jnEbw5bxCz+0dxrMo+kE3PiuDA49OYNzSWhGANaRGnpmbZvtPm5eVH+GxTgevve3/ab7emf3YlZquND91M1p788wBHK0/dgdkdEiDEp/NQocVg5um/DjHvo20crWqmoKaFO3/cR9YTy7wa4h2p1JHrJbCMDdIwOiUY9xBmRmYEL83tzwVDYghQy5iaGem6d2cMiuXwU9MZndw2SLbXt/luexGvrGxTXl1/7wSuGJWAv0bBXdP68tfecj7eWMAzi3KZ8/ZGpry6jo1ujrgANc0mHv3jEHqT/cg+3Xjc4/vSRgt3fr+XwppmHv/jED/vaSsphWo7djm9NLcfP143jM83F5JT1sj2wnqK6loYnhzqwefoSvDOeZYWkQ7y7aIosqOglvlf7aTJUcsa17cjF8pmE9l1oo6MaHtWwxkOxQR4z5p8seUE2XGBjE6xq/C6E7vdReYKals5WtVMWaOh29btXvSiF6cX/xrxtP8GcsqbqHdwO6SCvcV1X2kT6++bwLiX1gLw5ZYT/HnLGM7NjmZDXjXVbun4mAAVy3Mq+XlnMWWNnin3v9xEvR6amcbQhCB2najjrh/2caJdOWjjsRoWHqhg1eGu0+gn6lu5Y3IykQFqDCYrcYEqiuoNHKtqRq2U8cLc/lisNh794xABGgU7Cuo6GOp540v4yCW0mG28NW8gN3+31+O7J//KISZQw9SMcM4bHMOiA/bz6vvIEg8tFb3RxvvrPAfPnmJQnD8nqnTUOdqLbUBNS0eypxM3fL2nUxKvWi7pECisvnsCUQHeiaHFdZ5utJeMiGFsajjnDopGo5By4dA4vttWyJurjjI2NZTnzx3Ak2encfu3e7BaRQ5Xd3SzLa43oJJLMJhtXPX5Dl6Y25/4YA0auZT1R9tk9+sNnZ8jwJurjjIkzo/nFx/u8J3JBue8v8Xjs19vHMnFH23rsOx9vxzo8NmcQdGkhGmJDVChM5hRyCTU6s0dtG7c4dS7qdEZXSRvgNu+28OW/FoyI3wRgfQIXx6amc7t3+1h47FqrDYRvcmKySqSEKwh1M0GQCOXehgWukMU4bNNBTw4K53hiUHsKKwjQCOnQW92if65lnX8v0+41vvB96IXvfhb0JspOY3oG6HFKtqZ/U4fjtHJwSw9WMH6eyeikks4c0AUoVolL57bj7cvyiY5WIVCALVcYHpGOONTQ9hwrGMbp/MlKZcIXDMmka+2FDL3/S0dAhIn7vhhLxcMjmFi3xBXWlsqwBUj7XwOjdze/jggLgiAF5flUuHoamh2G9zWH61mW34tWpUMlRc9C2+Dudqx3NSMCI9yjROLD5RT32LCbLUxKtnhHdNuQ40mG7+6ueSeDPYUNboCEicitB2Pw4muCg4fXjqIMF/Pdee8s54jFd4JuMOTPLNTFY32a3qkUsfOwjpu/nonzy85gs5o40BJIwqZwJTXNnGoQu81IHHC2Vl1vLqF8z/YwrBnV5H1xHKv7cTt4Zx5/LKzhN/3Vrh0ZqL9Otd6ef7cfryy/IhHeUPWSX1ELoFhCfbn6JzsaIYlBjE3O4aRiUEdAhIBGBIfwJiUEMw2kEo8B/63V+Xx137787HpWB1KmQStWs6FC7aw6EA5tS1mGtyE6Qpr9ew40dYVpHfTE4nw63jPsyK0FNa2sK2gDpsI14xOQCZAiBuXSCoISICHZqUxKqXrbGMvetGL04veTMlphEou5a15A6hrMeOnlvP4n4dIDdcS4qskLljD4adnYrOJNBrMpD6y1GNdwSzy2so8PncT8fIGs01EKpVQrTMSG6ShuE5vD3b6R/HbnhKcY4gALM+pZEBsgGvQtYrwxRY72VVvtpIUoqGyyYDZauOH7cWuF717lmZCnzDWpVbzRTfH5US/SF8OlDfz1NkZKORSFt46hrEvebotC8Cgp1cgFQQPn52/ExU67/rz4Vo5SrmMK0YlMDU9gmajhZW5Ffy2q5jHzsrklRVHEduxFWr1Vm7/bg/L75pAvd5Mtc5IX4euhVPfwonfd5dw/pA4PtmYz7FKHQar/fxlwE0TklHJe2hM5IBaClKZFKPF5uo2caqtdgZniFnTYmKRm8FiSyeCYEqZhAd/bcuGOB1923euOJEU4oPRYkWtkHLZyASUUgk2YOBTKzos+8aF/Tl7UCyXfmzPwFhtIHWQTSsaDXy91f6cWUX7dbJYbGwv6L4V2XkNAtQyGlotSAC1XMaIBB+2FjZ4nPPU9HAW7i9ny/FapmSEM2dgNLd8t4eaFhMPzejDyJRg3ltb4MGh6UUvevHfQW9Qcppx1sAY17/PGRRNk8HikS2QSARGv7C6w3oidjXMSp2xw3fu8FNJyS1r4q3Vx5BgHzDMFhsHSxtwz0CLwKFyHYfKO6+J59foeeCXAxTX6flx/ijOfNtuQujutnr9lztZdbiqQzuluzcK2OXFV98zkZhADQaz1TXY/ranLdvhbL/cXmjnPPQkIHGuczLwVlJyQiZAdKCaE44yy0VD47hjWprHMumRWiL81IxLDeNwuY531h5HKcHDbye/Ws/MNzcQ4a/CYhX5+trhNOrNXPrJdo9t7S5uxGCygk3EKXAqYg8Utp9o4KIRCTwyqw/PLPbuc+QOKZAdH8Q314/kWFUzq3IrsdhEzhkYxZz3NlPVzbPTHu1NEjVyCf1iAthW4MlJuXxUPNXNRhbt9+wWcuJIVQu1OgMKqd2Ib7Qju3DOwChW5lZ6EKx/21POvpKmDkJ/AG+vPkqlzl7OVMmgm2oUYBeRu358Mk/+lQO0dcvZgAdnpZMYpGHaWxsRHUHOXwcquGJ0InsdGi19w/2QSAR+u2k0JqvN9dy+f2lQ9zvvRS96cdrRG5T8jajX22vrJfV6YgI1HCxtxGazeihoOvVJnLPRzsZp50Ab5KMk2FdBkEZOnbOFQoTcimb8lVKXq+7J4P21x9Gq5HZVVwGXHPpXWwuJdRgWSqUSYrRywv01lNS3UqUzuIzW7piUjL+PkphA+7LOF7vBbMVgtrp4Bc7goqS+lc+vGsqLSw+T20XQBHZ9jNX3TGDB2iN8srmk23PROEwKAQLVUhoNVo+gRvH/2jvv8Kiq9I9/7p0+KZPeGyVAEnpHQEAUREWx94br2v2t7trW3l3XtXdk7a4dVFCQItJ7r6EESEJ6T6bP3N8fM5nMJJOCJhQ9n+fhITNz5s65JzO533nP+35fjewTJACfrc0nMz6ceJOeod4tCEmSuGRYKgC3TMjktKx4Ziw9wNd+20kuYF9Jnc8Jttps580l+9lW6NnWGZgcwubCBiwON2/9ksu3WwL9SMATGQDYVRTcj6Y5CnDFSM+8esaF0jMuFEVROO+NFUEFSWqEnvxW8iuCYdTKvvn788CULIY99XObz7343dXEherYXVKPXiOz7oGJLN1b1qLia0luGUtyy3xdkv0rbrYWVPt+vndyFk/M3eX7XLRGUa2NJ72CBPB57SSE6Xjih50B+SVD0iNQyzIXvb2KiVlx1FudKEBJrZXZmwq5aZwo/RUIjjdClHQhw59eiNOtEGnUMKpHDD9uC7wwffnXkcSF6ymusfDod9sCGgA2RwE+nD6UOquL6FAd903pA4rCg7O2o9XImO1u6lqxCw/Gab2iWZxb4TPFeu4nT/KjUaf2NSBbvLuMpbllGLUqZt062rdFoSgKLy/M5ZVFHnOuO0/vjRykhPipuTv5eUdJ0ETHu77YyGVD08krraOtFik6tUx8uJ6Hzx3AzmIzqw54vsXPuHowZocblQR3/m8zoXoVtVZXQFJqg93NhN6xFNVY2Om98JubTaa03s6LC3LZX97A09P6cqVf+afZ5uRIjYWHZm8PaDPQiH/k6OsNBezwG1PvF1Z55ZeWviYAhyoamL+jiKogjRcbCdXK3DOpF4/O2Y0buO2zLSRHhDAwLRKXW+HsV5f5hFGoTs0T52UzY1keu4rqjkqQQPBk4IfOzuKmjzdQG6wtsx+KArmlnjW2Otz87cvNVDS0fl5Lcj0JuiO7e4RgXnkD2wo95dBxYVqe8Dbe60hBeLAxxc1EWnSohvWHqn23F+0q5bO/jGBzfjV3fLaRiga7ECUCwQmASHTtImosDhIj9Lx06QDCDRo257fcF9eoZcL0akb2iCEtsm1Lbo0sMTQ9mnP6J6GSJS4dlsZFQ1IJM2h8F1q3AlHG1hM6/WnMsbA4XMT4NbdLijAQYdRQZ3Xw0fThrP3nRHY8PtknSAB2FdXyvd83f0ew3vR4mr611munyuziraUH2hQkWpXEpcNTfbcbBQnAloIazhuYzDkDkjnw3Nlcc4pHTDTqBL1axu5SuOnUHuSVt21Hv7/cU/b71YYCX8O9J77fwWkv/MK011ewq6iWBru7RU8Vf2b+ugeVLGHQqEiNNHDz2G5Bx6klCNepiNB7TM1u+ngjd56WSe/44GXXFoebH7cHbpvc/MkGjlRbWLy71CdIAO6b0psLBqdyZk48Fw1KZkLvpiTNCwYl8dg5gb13OsJTc3f5BERbVJkdARGpdQcrOX9AUpvPkSW4f0ofCqrM3PjRegBiQ7WU1nWug/CUvvFU1DcJpCHpEQDU25xszq/mSI0Vm9PdarNFgUBw7BCRki4iXK9m2b2nkV9pZsk/xlNYZWGMX8LnxKw47vx8E0aNmvl3ncqCPYGi5ay+CfROCOWlhZ5oBBKc+9pSusWEUFxrY1SPGNwKAdbwaVFG3IonAdJid7aamBgdomVAigmDVsWRKgtFtU3fqHcX19H74Z8YlBrJA2dlBfT8qLE4mPraMg43K3sd/8ISHp2aHdAfCODmcT3oHR/G9R+sO5ql89E9NpR/ePM9/Pu36NVSC0v8OVs8F+5wnYoQnYbeiWEcrmhgw+GqoI0GUyP15Fd5zrtnrJF9ZWY251fz6qJ9/N/pmXy27jDhejVJkQYOlpvRyOBu42t7Ub2bwWqPyMuvsvDQnN3Mvu0Upr0R2KlXBmqbbWn8tL2IPSXBt3BcCqzxS9QEKK61cf83W1qUHz88ewdF1VY+W3OIaktg1GPO1iN8u+kIHWFCZhQHKyzkVbZeDdQeoToVj03ry+aCavL82h2ovDlCCp7/txbU8MHKg+wrrSdMr2bmdcPoFRdC/8d+DoiwTe4dTYhRz4ZDFRyqtLaZN+SPBPy0vcR3e3hGBOsPVaOSPO7JdVbP+2h4t6hW3ZsFAsGxQ0RKuojGP3CpUZ4W8SlRRu46vRff3HIKAK9cNpCKejvp0UaW7235TTSvvI706FBf5MPhUthfbmHh7nK2H6ljxrI8Zi5vMiJbdPepLL13Asvvm8g/JvcivVlzPX/m3DmG7UdqyYwLRe1X59n4N9nuVFiTV8lLPwf6Wby2OLeFIAEoqrFyyycbmbc9cHsqt7iO5+e19MRoD5030fa8gcm+rshmP1FidSpU1NsCvtk+Oa0vC+46lbG94nhqWg4Pn5PNX8Z04/stR1rYxAPcfUYvfr1nPA+e1YdZt4z23f/SQk/C6ZJ/jONvEzN54aJ+3HtmbxxueOvqIb4k4GDM3dlkeGd1uHnm+60txjTvjRRpUPHO0rwW49rjcEU95Q029M0U149bj5AU1jLq1trO3kVDknlgSlOib3ZCCK9eOZR5d41jTM/gyZ6x3hLpHjEGjNrA1zd453Okxo7F7qSgWdPEuyf1Yum949F6xz3+3Ra2FtQgAXVWJ5e9u6qFIAFYcbCa7tFGDlV6hKQCTD+lfadV/+WOMKipbPBEdFxez5KPV3uq0S4ekhL8AAKB4JgiRMkx5LrRGaRGGXjp0gGE6jQsvGscPeJCAyo2ogyeX0luSQMNNgfPX9yv1eP5t1qf+OJSHv1uO4qiUFxro7LB7rtANOf1xfvYVljD5+vyOVLVJDKaR6+Hd4/2/exyK3y/ue1v2o//sBOXXwx/1YFyDla0dERtjcbLvc2lMKVvAreM74Hd6eb1xXsDBJhahjV5lZzy3GLf643NjCUzPow3rhzMxOwEesSGkhRpJD3K6Ms5CPH6p1w7Kp3M+HDSo0O48dQehBm1XDK06aKkKAoJJiNXjMygf2oUfxnbnV/+Po5QnZpFd49n5jWDO3Q+a/PbT2CtsnQsD6j5b/JwlY1QnYbsZj2ODldZ2Fna8TX/ekMh/5nfJBx3FjfwzNyd3PLpBpbva9ouO7d/Is9d0Jcdj08iTO8RJVlJES1ydM4dmOz7+a0l+/H3nZtx9WBuGdeT6BCdrw+U18YFnVccm+1u7G7QNNN+DTYXLyzc67sdE6LhwXNymNSnpdNra1RbnL73o0zT+z0t0sDErI4fRyAQdB1i++YY4ikN1nD+IM8FMCnSQHmdjRCtigbvV9nkKCOVhfW4FIg0akkKbz3i0dxH4cNVh1iyu5iZ1w6j2mznh035LZ6jU8t86teYz6VAZlwoe0tbXkBD/Coj1uZVtrnXr+CJmKzNq2SU1xBta35lCzfU1tCrJaze/aZrR6Vz3ehuVNTbGPLUQt+YxkoMjUqm3ubk1csHYbY7fRdJfxrzXNKjjb6y4ga7i8y4UM4dmEzPuMAcjtP6xPPlek91T/MwvqIoVJodXPFek7tpe1UhnY0bCNOrsNldvkqmohorwzKiCNepWLG/Aoe7/fJpDdA8/bS5x0lsmJb/rWuqdBqaHsGD52T7mt49fl5fshLCeXWRRyRoVTJ273r7R0b8vW0Gp5roGRdKSZ2VuNCWkRxrs73GEIOaanNTdKz5aaVG6tl0uIqDlR0TYI3bPaE6DdUWB26a+t4U1Vr59/w9PHtB/7YOIRAIjgEiUnKcmdAnjgRTk8W2yy3RI9bIpOw4yurtdI8L9fXqAE+JbDAatzwOVdl49IedRBlV1AcpfrA53SSEB14UrhzZsmsvwNNzdrFiXxmKorBwZ3CPiuaU1llRFIVfdxfzzaaOPcczr6bLztLcMgwaVUAuilpuEgEybm4c050oo5YQbXBdrZYl0qNDGJASEXChnjYomSHpkS1My5bklhDv3faweAViY0kz0KIPjxvabQDX2dRZXfSICzRn+3lnMUv2VtBc+7WWlBtubPmIvyhJNmmZtz2wPcHYzJiALrxjM2OJCdNx4dBkMmKMpEYZ6B0fikGjYnuQkmIVHr+Wf87ayo0frueh77a3eZ6xISrsjrZNSjYV1HHR26vYH6Q3UTAaT7Ha4mDOHWMw+PmkOFwKhysaOPX5X1jQwfe5QCDoGoQoOc6c1S+Rt64a4rtdY3Hw4sUDOT0rnqtHpqPXqHjO7xtciklHRBB3cJv3yiIDK/ZXote0HgSrNtsw6T2Pq2XYUVgbdJxRp2L+jhI2Ha5k5oqDHTqfuDA9z8/fw7UfbOjQeH8aL5d5FWZGPruIrQWeC1xCuJ6PbxjhG+dwwb1T+pCTbApaigyeaEe3mBA+WnUQnVpCq5J4elpfbhgTvCpm/vYSn3Fd1iPz+HpDPl+sy+eKd1dx1YxVlFSbmZTVVM0SG6pm9m2jefr8vhx87mxW3j+BdFPXf5z0WlXAh7Y16/fWNoUqzE2PxAdpUlhYY/eV9gKc0SeG2yZkthhXVG3hie93cqTKgkGrIjJEi0qWqAnieObC8z5bdaCa7Udq+d/alhE8f8oaXJhbryYOPHYHsl0b9UefeI+3S5he7bPtb2TF/kpCtCre/TV4+bZAIDg2iO2bE4Be8WEsvWcCc7cWMqVfIhkxoQxIi/Q9nhRhoFd8CLklDextp7y18U/trA2t/+G3OsHh8lw8nG74ZmNLU7LoEC3VZjtzthbx7Yb2TcskIMGkx+1WKKs7+qoNhdYvpNeMSmNASoTvdmsN3oJRZXZgcyokR+gDPEiCjfPn6w0FbDhYhcMbZllxILA6yqTXEBum48oRnmNGGrQU1XXNhs5Np3bjrjN6U1RjJdGkx+FyM+a5RTTY3S22Pfzxd+ENVq1S0kaTwkYW7SlHrWoptmJCdR5nWpeCWpZZ6+0lEwyTXh1UrHQGH18/lDs+39yi2sifRv2xu6SebY+ewSPf7yQ6VEu5txmmUSNhdigcKKvniWl9u2SeAoGgY0jKCVacX1tbi8lkoqamhvDw8Paf8CfB4XKT+eBPx/Q140O1lNS37xnReMFr7LjaGmqa+rAcLcvuHc9Yb6dlgAsGJfPipQNRFKXNUs5hTy+krM7G4LQIvr11dKvj/v7lZr7xc2w1GdTEhGg5VGFutbQaINogU2HpuuyS0d09tvL+7Cqq5er3VlPehjlZcy4anMjXG1u6yjZHBkxGDXVWp6/Z3+TseN65ZmjQ8ZUNduZtP8KLP+dS1eBoISxlQJKlgAToYIRqZU8/ny5M1LlxTDpIMv9bexiX21O+rVOBzQU9YoxcMSKdG8Z277oJCAR/UDrzui22b04SNCqZZ84/+m9xp7VS1hmMnnEhAbdL6u2kRhoCtgiuHplGol8ODHjECNCmIAEwGdWc0Se2w/NpZHJOPE/PDSwt/nZTIRn3z6XbAz8yrlnDP38qvaJqjLcfi83pwmJ3+SzeG4kNCzynGouT/eVtCxKgSwUJwGtXtKz0yUoM57rRGUd1nK83FrWaZxLmV+rixhM18u8+nF/ZwNetRMvqrA6+Xl+ATi37BEmIVuI0r3GbG9oVJCqg3u4RJCpgXM8ovr15FJseOp2oIDkwjRxtmPfyERnMWOZptBeh9/zpa5yaWi3z1q/76Xb/XO7+cvNRHlkgEHQWYvvmJCIhrPVW882RgCuHp/KJd/8+VKcK2vW0sfcOwL4gpaT53pJho1bFqO5RPDo1h8fO7cuSPaVUNthJijDw9w7+Ea8wO1mwu8z37bQj5D51JhqVp2Jo3o7gSYiHKs3848stvHDJAN99iqJw3furfU3/LhjsqXj6dU8Z//l5D3tK6ll27wRSo4xsK6jmo1UHCdWpA0zaTgTu/N9GPrmxKVJidbh4cs5O1hwob9NAbFyvKDJjw/l8fb7v997akjvbsSLbWVzP1vwKGmwOkiMNpEQayS2qY2N+NV+sPUjznZMGu8LiPeXBDxYEV7OfdxTVsau4lv8syKXS3PobJdhvyr+SzZ8Z1wzlrx835Tk1ePcAQ3Uqqiwu9hTXE6KVUckSu4K0FBAIBMeGo46ULF26lKlTp5KUlIQkScyePbvVsTfddBOSJPHyyy//jikKGunnl1fRHgqwcLfHydKgkZmUncB9k3u3GGf3yxSUJQKqEvwx2128e80w1CqZygY7N3y4nhCdGlmSKK49uu60HRUkfz+jF1sKanC5Fa4amc7uJ8/k0alZQSuQfm1mhf7Y9zv4NbcSjUoiJlRLaqQBgOhQnc899ar3VrNyXxnT3liB2e4iNcrAvy9sWRba1ofkr2NSGdPdRLd22gT8VqxONzsKq3F7v9JrVDLfbS5gX5k5qIyYkh3LVzeN4MPpo3hoag7bHz+Tg8+dzd9P70nzwunG+MiAlAjG94ohPkyLrpWT/Wh1AY9+v5O/fLiBM19exsOzt/LBypaCpDWyEpqicCo8jsfaVozoyhscPDh7Byv2V7R4rDFqF6YL/txgggTgxo/Wc8jbTiBMr6bW5kKW4Ilp/fye68bpVthVXM/Hqw7y8Ozt3P7ZxqAVRQKBoGs4alHS0NDAgAEDeP3119scN3v2bNasWUNSUtv9LwQdJyZMf1RlqMW1nq0Li8PNqv3lvLp4L7pWDNUAJIVWfUXW/nOiz1114n+WAPDzjmJKajue1CpLMCUngTC/q+O0AYkkm4Jf0F9dvJeL317FA99upbLehkYlMzYzlmAFN3HhgVGkRi8Wh0vhobP6oPIma/ZLNvnGHKq0cMV7a4kM0TKhdywzrhnKxcNSme63NWLUyPSMD0UrE/Qi+tP2MqxOT/i/K9h4qJoL31zJ2rwKVu4v560l+wKa/fkToZd49fIhDOsW0+Kx207r5fMnCdfJJEfofaJmdV4lL182iEijhpzk8I79UZAgTNvxc3YrYNJ7xKQLMOlkFBTa2J1pgVYl0TsxnFCdmrTI1v17WqMxabnOm3SbHGngmR89jf8SmrngPvzdDj5efYjiGmsLTxuBQNB1HPVf0ilTpvDUU09xwQUXtDqmsLCQ22+/nU8//RSNpmMN4gTtc6C8AQU4NTOGo7geAJ4W7xaHG4fTTXZCKBlRhhZjWgtgvH7ZQKJDdazaX8F3mwtRyRIqSWL25iPEh7c8Tmu4Fdh4uIrXLh/ku2/2liKW3z+RuXeOZt9TZ/K3iZlEepv4ObxRnK82FDL4qYUUVjbw7/l7Ar4NR4VoyU4MR6cOvLo1pm/3SQhj2uCmpn5atcwjU7MDxpbX2/n7pN4kmQws2V3KZ37mcj/93xgGpZiwuyEuXE+36BAuHtzkWppfbWX7kVr2lv32PjFt4cazDm/9up8rZqzhhZ9zfU0OR3WLpHu0NwIUomHjI2eiacXHxr8FQK3NTUVDYALzmS8tZndJAxvza1s1hXvwrN7sfvJMnprWl1/vncj0sd1RSxDifcloY+u7wXtKGmjwC5Hl19hxuKCN3ZkW2F0K/ZLC+Xj6cA5WBK53lEGFv2Yclhbh+/ny4anEhASKVr1GpsHqpMhrKVtcZ0Mr44uoASRHGLj3zD5tCnmBQNC5dPqnze12c/XVV3PPPfeQk5PT2Yf/U9MtOoRnzu/Hi5cO5OkL+iMDyRFHt23gBiJCdD43y47wyZqDDH3yZy6fsZr/+3wzVWYHLkVBq5YZ3i2KRFPHIzj/vX4Y47MDo2c/bismJykCtVrFrRN6Um93+WzH/TntxV+Zv6Mk4L6MKCMWh5PNh6sD7o/ydj7eX1bPA99upcEvV2T66G5cPzrDU2milXj9ikH0TTbxxJydXPfBOt/a5CSGkR4TxuPeEL/LrVBca+GrjYVEhWgYkmYiNkTj21r5vbQm313Ar7lNORrVFifje8VSYXZQ5nXIiw7VIcstP87P/7SdjPvncutnmwLuv+v0XgEf/uK6ttVBYqhEVpIJvUbFVSPTmbWpkJxEE4MzImnwPrXC7ETv/b01/vbU3rBWiFbmk7+M4Izfaed++2mZhOhUNDSL6FVaXEzOSUCvkTFqVWwqqMbo3Yo06TW8e82QgPFWh5saS2Bi9sjuMZzVL4HJOfFcPiyVeX8bKxr1CQTHmE4XJf/6179Qq9XceeedHRpvs9mora0N+CcIjixLXDEijZhQHZUNdgZnRDL//07l87+OJMmkIzpEE3RrozlDUiOoNnesPXxOYiir86qpCpI8YHe6eWrODh71Rh7ae+mz+yWSk+TZPln9wETf/bd9tpFNhzw+IFq1zLy/jSU9OqTF8wemRhIXpiM92kh2YhjvXTOUv52eSa3FQXpMCMv3ei7cmw5XUeY1QnO4FP63Np83l+wLOFZhpZk+iWFcMSqDc/p7RNKSPaUBWzR5FQ243Qo6tUxsqI6SWqtve6uywcGGwzWUNTjIfeZslt83gVMzozmtdwwh2t92Eet4gS8syS1jQu9Y6rxiK7eknnnbizjrlWUs2FlCrbf77eEgvjYhWplLh6bw1LSsgPvDdHKr2ylTB3cjwRsV++uH63h67k5eW7yXtXmB/i1Wp4JJr0IB+iaH+6p4ZFliS0ENM64dxpPntf1lJdgfpUHJYTw1rS8pUUZiQgOjHhIwvlcMT0/rS4RBg9nuwukGs/d35QZWH6gkXBcYyXEpBBxr6b5y3lmax/wdJSzdWx60fQF4ko3PemUZ095YwZoDLfNeBALBb6dTRcmGDRt45ZVX+OCDDzr87eLZZ5/FZDL5/qWmprb/JAE3jevB5zeOJNSgZVBaBP++eCB9k0y4Fc+302Cr33jf28sOYHUqeHcB2nwT7Chqu6nchysPMSQ9kreuGhxglw+BVuc3jM7gmQuakgqbj738vdW+n3vEhjHz2mGM6h4VkHj7ztVDWHbfBOb936l8e+toTs+OZ2yvWNSyxMHyBm7+ZAMWu5P/Lt/f4vzzm3U3XpJbjkGjRuu37XOwoil51KCRGdMjBlmWkCSJWbedEtQcLMHkaS6XEmnksmFpHK4wY27eCrgVmjeda49+yWEMTfeIOp1aprnF0M2fbGRnUS33fbOVH7d6tmvumZLFkLRwzukXz0NTMpl9y0jOyI5n2DMLeXHBXnrEGNB717jO5m51O2XG0gOU1JrJfGAuP+8qxemGbUeCf4GosbrIiDYi+xm31VldPPvTbqa8vBR3K9ZIEp5E1qQIPRlRTRHAO8Z348tbx3CV1/wuMkSHUdv0e1Pw/D4HPbWQ+iAmbfO2F9Et1sjnN43k/euGMrpHlO/9MaZndNDPSmG1hf2ldfxr3m6KaiwBIj6vvIGdRbVszq/ms7WHgzxbIBD8Vn6XeZokScyaNYtp06YB8PLLL3P33XcHhJFdLheyLJOamsrBgwdbHMNms2GzNVVv1NbWkpqaKszTfiMLd5bw8epDPHt+Dnd/uYWt+VU09jUL16vRq2VKO2CIdjTcMq4b903JxuVWWJtXycsLcxmWEcVFg5OZtaWAWZuK+NvEnlwwOFBwztlyhCfm7KC0zk6v+FDm3DEWrVqmvN7GUL9GfDq1x1gLYPUDpxGqU7Mlv5oPVh7khUsGUm22M/nlpZzVN5FvNxUSjJcuHeBrhAhQVGMhIVyP2e4iRKdGURS6PfAjy+6dwBfrDvPhykOoVRKbHpnke85/ft7Da4v3tTj2Y1OzeOyHXb9rDQFSTRrya9qPlzx2Th9qbS76JoVz79dbW5iohWhk5t01jtSolsmg1WY7A59YQIgGjsJ7DfBEUuq8SbZ6tcQNY7qxKb+alfsrW4ztHWdgT6kFtQSnZ8dTbXGw+kDLcY3EhGq4ZEgqY3rG8J+f9xCiV7F0r2f8wefObjG+qMbCv+btYvamIgwaOSBBWyNLZMaHUlFv97UOAPj1H+NJjwnhxQW5vmaCzZl7xxgW7S7F7VZIjwnhri820ychjKgQLe9eM4RQnYb7v9nK5+s8pfbf3noKg/3clwWCPyOdaZ7WqT4lV199NaeffnrAfZMnT+bqq6/m+uuvD/ocnU6HTtc15ZR/RiZmxdE9NoSkyBA+uH44szcf4cdtRSzdW06t1UlXbI5VeZMmVbLEqB7RjOw+0hcp+9vE3tw6PrNFIuquolpeXrTX13n49csHMfSpBUwblMxHft1lAZ8gARj57GIAxvWK4dfccq56bw0/3DGGSVnxrQoSk0HD6J6BFSmJJs9WRGMnZEmSGNcrlq82FHB6dgLv/HoAh02hssHGNTPXsqekjn9MallSDXSKIAEY1SuO/HWFaFQSbqV107HH5uzmtvE96J8aSbWlpbKYNiglqCABz1pM7BNHtFHFlx1wePWnUZBEGNScnhXPG0sOEK5r+r3mJIRSaXZQVGtjT6knMuVUYFtBDcvvP41Rzy6muNYaIDIn58STGRfCBysPo0hwxcy1QOBW4NytRZzdPzFgLokmA/dMzsJkULNqXyV7SxvoFm3kQIUZh1vB4XJT1WyLct6OIg5XWvj7pF6s3l/B2oNNIinSqKHe5uSc15ejKDAkPRKNWiZUp2Z3cR3ZiWE88cNOnr9oAEeqPefWPSZECBKBoJM5alFSX1/Pvn1N3xbz8vLYvHkzUVFRpKWlER0dHTBeo9GQkJBA797B/6ALOhdJkuge6ylh1GvVXDY8jYPlDSzbW97C1yItykD/FBPzthb/Zvt3gN4JpoDb/lt3kiShU6s4UFZPfqWZBJOe3gnhvPDzHg6UebaGoowaEk16XrxkIH/5aL3vuWf3S+SNKwdTWG1h9HOLA14jKzGcX3PL2VZYw5NzdvD91iJCtCosdleL6pEai4OCKgtxzVxbm/PB9cNwK7A5v6nnzar9FWz3blM8+9Putp7+u9l8qIr0KAORBg1HaqxtRrRsThcxoTq+/OsoHp+zky0FTV4an609jFoloVXLLNlTSmlNAzU2j1HYlkcm8d61Qymrs7LiQBU1FkdQUz0VwauxxvSIYvn+Sr5utOSXPD4wfx2bwf4yM9+sL0AtS75ttzqbi0Kve+6rlw/kkndWY3O60akkdBoVvRPCufuMXtx9Rh8A3lriaYiXEW0gz1th43AFT8pOjjDw+Ln9ueuLTdRYnbx+5RAqG2w8OGs7ClKABw/ArI2F7C6pp7TORmwzI8Iqs4MhaSYyYkL5ZmMhGw5VcceEHmx7bBKXvLOKdQerGN7N87etd0IYkiRxkV8VlkAg6ByOWpSsX7+eCRMm+G7ffffdAFx77bV88MEHnTYxQeewcn85/11+IKjRlsutYNSqSYoycLjyt5W0atVwzSkZ7Y57+9f9pEcZmbk8j1vG92TRrlJfUm6l2cHZry4nIyYkwFv0jSsHU1xjbSFIoowapvRN4G1vR9eZyw9y3oAkftxeRGZ8qM8czZ+UiPZLlyVJQiXBlvymC/xtzapWGokOUVPRgYZ2rREXqqGiweHrchttVJNbakangsuGpfKv+bltPv/L9QX886xsBmdEBQgS8Kzfh82iTQD1NhfVZgfRYTriwg3YnIpPkMSEaChvcHDliFQ+XZOPWgXRRq0vkgWgUUlsOByY2LruwYlUWxzc9PEGNnvX7W8TenDnxEzyyuqZ+NIyVBKc9sIv5FVYkCVPabhOq2buHWN8ER1ZlmiwObl0aCpfrM8nMz6MJ6b1IypE60uObo2XLh0UcPvrm0/hm00FLMst40B5AyU1Vtx4GvKBJ6HZ0cw0UC1LbDhcw2bvWqZHG5Ekz3uiMVk3waRnw6FKZizLI0yn5tbxPdqcl0AgOHqOWpSMHz++RYJdWwTLIxEcO2wOd6tddQurrazILaW47rfnmLx86SCfqVpbWOwu/v1zLia9imtmepJa/XcnDldZOFzVJIwaj1hva9qeGJYewe2nZTIwLZLL313lu9+okfh+yxG6xxqDChKAh7/bzjtXB28qB+B2Kyh4tqBMBg1alYy92Tf0xm2HA8+cxXebCrnrqy3tnndrlNY3ndc5/RLILa2jwuzE5oI5W4vIiDZysKL1jtC1VievLNrL/B3FnNUvkR+3Bd+KkSUY3i2Kyjor/VNMRPuZhD18ThafrjnMbeN7sO5gJXqNimqzgyl94+kZG0r32BDu+nKrb3zfpHBqrQ72lzXNa9hTCxnWLconSB46O4u/eJvazdpUiCx5qlwaox6Nv/Nai4Oxz/9C3rNnIUkSiqJg1Kp4/Lwc/jK2G5nxYUe5ok3Ehuv4y5huDE2P5Kk5Ozl3QCLvLM3zPa5XyzhcTXGgWbedwscrD7L6QCUF1Z6ozqEKM1mJ4ZjtTjZ5y81TIg287s0p6pdiYkT3wKiwQCD4/YjeN39whmRE0jfZxPbCGnrHhbKntJ5wvZpab5VCYe1vEyTRIRqenNaXs/p1zLH3pnE92FVUy76ylv11gqEAOQ/PxU+TsOFQNR+vPsTQjEjK65sSGM0OBaNGDrhYQuAWhMPp5o7/bWL66Ax6xYeh16h8YupgeQNPzNmBzeHikqFpnNYn1idIMqKNfHbjCO76YgsKcPuEniiAu41eMW0RolMFmIgBPHpuDsOeXuS7vaOoDoDoUC0hGhWTc2KZsbxllccr3mTN3cV1aGR8HXZnXD2E1xbtZeuRWtwKvHHFIKJDm7aunC43P+8spndcKI9NzSEpQs+1768D4MLBSfy0vQQoCTAj00pQWmulzuoIiGbV2lys2uex+L/r9F4+QQLwuncrpjlquSn6YHO6mbWpkN1FtVw2PI3MuNDfJUh8r6GSGZIeyRc3jeI/CzxRp8Z519lcXDMyjY9We9b0vNdXkhCuJ9ygYUQ3A3uK63C5FV5bvI9xvZsaSKZFGX1RqXMHCKdqgaArEKLkD064XsOlw1IoqDSTk2xiT2k9tVYnMaFayo+iCidSD5NykuidEEZWUiTDu0V1KELSSN9kE+9eM4TTX1watLQ2GP7VISaDGre3uifn0Z9bjDUHscf3v/QP7xbFu8vy+GHLEQanmcivtPDq5YMZ2T2K95YdoLjaSkmdhe82F/CVX0fcD6cPJynCyIfThzN/RzEjukVx9qvL2F1c19FT9/HgWX2YPqY7n6w+xPK9ZTjcbl68ZCBfrg/egbei3k4FUFzXdpmMvyABOCMngQGpEQx/ZhFxYVpeW7SPR8/NodrsIMKo4Yv1+Xy7sQC32yOIQvz8OwakRLDxUDV5FWb8UzLsChTWNAnBydmx1FudrDjgqe6KCdFy58SeTeOdLTNSdGqJhXePZ/X+Ct5bnsffJ/VCr1HxwLfbAM+W047HJ6NWdY5TgSRJfLLmMO8u9Ygj/7fd2f2TKKy2smh3KQBjMqNZc6CSc/onkFtST53NycerDzN3a1MEavoH60k06Xn83BzOyI7vlDkKBIJAhCj5E3DJ0FSMGhUmgwarzYGskrl+TDcufGtV+0/2Mqx7HP+6eFD7A9uge2wYt03ozmuLm75Ba1XQSg81H3FhGhwu+OLmUciyxKSXlnbo9RrzFwDeX3GQGm+V0LaCWvRaFZfPWM0z5/dj4+EqdnqjDVlJJt74ZT8A0SFa7E4XZ7y4hBcuHogkSVzz37UBgmR0zyhW7Gu91NWfvolhqGSJa0/J4FpvHk5prZXnvAm0V45I47M1h1vGYNrYLtXL8NUto5n6xgq/4Qpx4Z7ISGmdnS83FFBSa+WnHSWM6xXLg2dl8eCs7QB8suogoX4VNM/9tDuowGtOpFHn25IBKG+ws+pABaf08FQ5zdvesqOzzanw6Pc7+O91w7h4WHA/ohBd5/1JUhSFHUdq6JsUTnm9jeJaGypZ4u9nZDKiezS/7Clj0e5SwvRq0qKMHChrYFJ2Ai8uaCoXrjQ3CcLyehvl9TZG94xB34qdv0Ag+H0IUfInQKdWceEQz0UgLkxHiE6D0+3m0qEpfNHKt/Roo5oKr8HJjKuHoO2kP8J3n9EHmwO+3VRAVmI4y7wurGoZGit/Y0LVnDsgifMHpbJqfwVjMmPonRCOSvbkHjwwpU/QSphJ2fH8vLPJht4/IlNSZ0Mjg8vtaczm8G5f/XPWNnrGGJAAWZJYtb/Jzn1C71ju+mIThVVmrpm5mhproHrSqmVW+gmSYFszjahliXJzU2Ks263w9tL9PD9vj+e5WhW3T+jJzzuOUFbvRCuDG882xw9bW17gG3HhaSyXGqkjv8oTyZAkCYvdRahOTYhWRUmdjZ+89vy/5pax+XCVL7ry9cZCQvxESUcECXgSbXVqicFpJjYfrsENXDFjDYv/Po7usaHc+flmwJOjI3nP1w0s3l3KI99t54nz+rY45j2Te7O7uJY+CZ3jT1Rnc6LXqDA7XPRPjaB4Rwkut8JF3s/ClvxqwCM+LxuexjWjMvh2Y1NZucr7fgH4340juHzGGnrEhrBiXzlTxfaNQNAlCFHyJ2L1gQpeWZjLKj8TK//8AIAIg0yEUc+hSjMPTOlDdlI4YzNjWxzrtyJJEvee2Ztwg5oXfm6qMLloaAqDUiOZmBVPTGhTMma/lIgWz79pXA8yoo3c/+02qs0OFDwGZv1SIliws6TVbA//661RK/mcV/eVe77x21xKgDfIgh3F1DSKDEdLsWF3upHwXHgvHZbCk+f14/vNhdz1ZVMCbGNei9OtMG97ke9i9urivbzxyz7C9GqcLjcvXTqQxXtKKav3CJcXLhnIhkNVQatomp/TlTPX8J9LBnHJO54E4hlLD1BptlNvc1Lv1/MnKzGMXUV11DRzPW0upCTvv7bkiRuwOBU2Hq7hiXOzeeT7nQCc9/py3r5qCINSTWzKr/GtZ+NGn14NFnvg6+9+8kz6PDyPCwYnE9Wscd7vIUynZmBKBMMzosgtqaVx068xivTYuTks3OURa3FheirrbVw5Mo1P1xwi0WTgvIFJPPvjLr6/YwyRRi2XDUslJymcsZktuzALBILO4Xc5unYFnekMJwhk5b5y7vl6C4XeCgN/lt07AZ1GRq+S0WlV2J3uVnt/dCbrD1bSIzYUk0GDfBQ5KoqicO5ry9h2pGkrJT5MS0kHKon0aomYUB1F1dYWXhyRRjVV3ohGc8E2JC2Ccb1ieXHh3oDHP54+jNE9Y33zv+ydlaz29oSRCby4z7r1FAalRfLywj28vNBTyfHCRf3JTgrnuZ92UVJrZU9Jg68qZeX+cu74dIMvaiXhidD4G8o9cV4O14zK4OaPNzBvRzGS1LTjM6VvPL/uKcHthnF94hmQHM7zPwd3M02J0PuqT46GU7pHsvJAVZtjPJEoSIs08NFfRpAa1bK3UVdic7ooqbGxrbDGZ8SmKApuxSMqV+wtZ+7WIwxOj+TUXrHEequU6m1O3+dAUTyitbNyXgSCPwqded0Wn64/EcO7RfmqHgCGpkfw8qUDefK8HFKjjMSF6Qk3atGpVcdEkAAMzYgiMkR7VIIEPBGT2beP5e2rmrq/dkSQgKdpXEEQQQL4BAnQIuKSW1rPV37h/Z5xoWQlhPF//9vIiz/vwu5w4XYrbCtoukC7AZ3fp+z8N1cya2Mhb/2ynxRv/5/zBiaTW1LPnuI69pR4qpMe+NZTiltrdvgESeOcUiIM+F8X68x2/vHVZl8TQv+vGYPTIrlmVHf6p0awt6QehxtSIoL/bguqrZze++ijYu0JEvAkuY7tFUNepSWg4/GxQqdWkRZtDHCGlSQJlSxRVGNh+ofr+GnbEZbmlhIXrkeSPD2P/D8HkiQJQSIQdDFi++ZPhFol891to/lhSxGnZcXRw+v8erKikiXO7JvAD7ePYerry9scGxPiMSv7rWFBjQxqyU1+pafseFxmDNsKa3yJkK8vyeOtX/NwBXkBmxt0KmjcJbnry80AFNRYmXH1EDRqmS35VQGiSq/2XPxmbW5pnX+ooiHgdf69IHjkA+DNJfv44PoR1FidqFUN3Da+O2sPlFNQXYUseSIYI7pH+frXLNxT1tEl6TCXDE7m+UsGcsk7nsTqh2ZvJ9KobWEdfzzYWlDN1TPXYnO6sTnh+63F3Dy+luwkEaUVCI4HQvb/yUgwGbjx1O4nvSDxp1+KibevHBz0sXP6JaBXS5Q3EyTqIO98VRvBGkmCBqsbo0YmI9rAS5cN4sLBgcmOwQRJIzeP60m/pDC03heRJE/S8WlZntJSnV8isQx8uOowN328jvk7Slocy9nG62QlhKH2nodagutO6caA1AievaAfn904ErVazV/HeZxI3Ypnzommtu3328LQbCGjDTKf3TiCq0akc9PYbmQlhvLg1GwAHpua4xv3ty824e5obXgXcaiigQveXElNs/5BZ726jIU7W667QCDoeoQoEfwhmNw3Iej9N43rQYhW3aI9vV9KBuF6jyAIJioaPyB2l8erw+xwkxEdQoRBw/sr205CbSQnMYwPVh1kR1EddpdChEHDtIHJfHD9cFSyxBu/7PNZ5qdF6nEDBq3M/B2lAcdJDNfSt9k3+OQIHQa/T3GCSe8TLZlxIVw3ulvA+G83FjBjaR4GvxjpxD5xjMw4usZyw9JNbHnkDO47szcZ0UYivWt48dA0+iabeOr8vtx6WiY//d84TAZP8mp2UjhPn++punG4FDYXVB/Va3Y2JbU2MmI8uS1vXzWEO05r8lk5WNExkz+BQNC5iO0bwR+CX/aUBr1/6usrgt7vT63VRUK4juJaW4vHmlegGNQSS3LLmfzy0rbsQ1BJTSInv7KBWlvTkaJD1Lx06UDf7X/P3+OzsH/2wv7c+/UWCqttpEToKKhumlNRrZ0irwOvjCe/5LkLBlBSXc8D3+4kzCDzi9/2iyx7vGnA0+dIlmDVgQqW769oOh+NTLzJwPisOFYfDJ4bovL6veQkhtE7PoyJ2XGcnhWPVqPmujHdueaUbhysaCCvvIGJWU2mYo2v7c/43nG+nxPCf3uEpjMY3i2Ki4akcGpmLNlJ4bj9fqFXj0o/jjMTCP68CFEi+EMwNjOW9Agdh6pbCouOEEyQBMPiDUPsLQ3eY6cR/6hLrc1Nt2gjed5eNvvLLZjtToxaz8evZ6yRohobNuCZOTt49fIh7C2pw+pwMjgtkoe/286WAk+n4rRIPYerPA3mLh2cxNhesWQ/soGrRqXy/qr8gDnsKKr1/ZxXXs/fvtjM9sLagDGTchIYkh7F1oIa3r16CLM3FaJVy/SMD6Wo2opOLTMkI5Lc4noGpobz1Nzd6HVqTstqikzJsqczdfcObAkmRxiY97exaFQySR1oktjV3DyuqaledmI4152SwXkDk9CKhFaB4LggSoIFJz3bC6p5/IftrDtU0/5gL83LfYNhUIOlWSNg/346zQnTgEajptribGGlPzknnvyKGnYWe0pu9z51Jhq1Z8ujqMrMqH/94hurV3tsUcINGix2Fx/dMIxL3lnT4vUSwnUMSY9k7rbg5mqRRjWbHpnseY1qC1NeWUa1xUGkQQ2SxGl94rh8eBpDM6IAfI02JSlws8s/98PicPHjtiIuHhrckfVkx+VWjqp9gkAgECXBAkEA93+7zdfEriOEaGUuHZrS7jiLE5rvQLQmSHQqSIgIYdX9E5l922jCdIEOuD1jQ3nr6pG+241ddQEe+2FHwFir0yNIqswOkiMNDO8Ww3PTMlu8ZnGtrVVBAjAxK8EnKGauyKPa4qBPQhg3ntqDT/8ynPvO7ENWYtMfkMYy2ObIsuT7F6JT/2EFCSAEiUBwnBGiRHDSsuFQJZ+sPsTI7lEYNaoWyawAGllCp5YCqm2STAYW7GqqrjC04aDvX5gRH6YjKSJ4HoRBq6ZvigmdVk3/lAjfxT1E65nX0n1lpEeHoJKgT0IYqw40eXWkRxlRSx5h03gOVWYHH08fxoK7xgFw8fBMukd6EnZjQ4PvuiaadJgMKt+5fr2hgHq7k/J6G+8tyyNMr+bfF/VHAc56dQXDn1nE2oMd69sjEAgExwKRUyI4Kflk9SEemr3dd3tsz2gKqy0cKDcHjHO4FXCDVpYI08l0iw1hf2lDQBfbEIMGlcNNfSt9axqptzuxO1uar4dqVVRbnDRYnfxv7SGm9k8iJymMgiorWrXEW1cOYcEuTyLu2f2T+H7LEXYX15EWFcK0QcncNakPFWYHt4zvwfdbinh1kcd3ZHVeJWN7eRJDVbLE4vs8WzEDHp+PBPSOD2G312xNI4HL5abG4mJgchgjusdw75QsZAnum+MxYquzOnlveR7fbT7im/uYnsIyXSAQnDiISIngpMTcrH/KnpK6AEGSZNLy74v6+W7b3QoRBjVbC2ppsLt8jdYABqVG8NexgaWzwWiwuXAEqRtusLsI0aqwu1y8++t+dh6p4dJhqRTVWOiXbKJXQji3TfCUmz50Thbg6ctyz9dbmL+jGINWxX8uGUjPuDDuPqOX77hv/LKf0lpPDorV4eLh2du59+st1FicKMDe0gZ6xBrRqzzeJaX1Dm+ujMTN43ugkiXmbiviy/UFPn8Uf0Fy9ch0NCKhUyAQnECIRFfBScm2ghpCdCqufG8NRTVWtJLHR6SRM3PiePPKIbz+y76AVvRHS7CEWJNOpsbWMmKiksBkUDMoLZJXLhtEUY2VzPiwgDFPzdnJe8vzAu4bnhHFI1Oz6ZtsAuA/83fz2i/7AU8TvQNlDQG9bvy5eFASszcfITZMS3GtHTeQGK5jxf0TkWUJl1vh3q83syavkiPeqp1wvZrh3aJ45+qhIodCIBD8bkSiq+BPT5hezfK9ZZR7+700CpJwrcyg1AhuGtcTWZa5c2KvNo7SkuRm7qZpUQZyn5oScF9QQYKnDLjS7GTR7jIW7igmLdoYMGbFvnLeW56HQSOTEW2kv1eErD1YyTUz13Ck2tOt+NwBTU6xu4rqWggStZ+Q6BEXxoaHJxJm0KHXyAzLiKSo1sbhSjMV9Ta+XH+YVfsrUUkSQzIiWX7fBDY/Mon3rh0mBIlAIDjhEKJEcFKSW1LHI9/v9OSM+FFrd5NX3kDvBE+EwuaXO9I7vv3OtF/dckpAa/pTesSw/mAlkca206+aZ6P8/eutvLtkv6/6ZceRGq58bw06lYTF4aaywc7WwhoyvMKl0uzglOcWc/PH67npk/VBXyM5Qs/af05k6T3jaczNff7nPTz90x6ePj8HnUbFOq8B2q7iGvYU1/HQrB3UWBzEh+v44q+jSIk0HnXzQ4FAIDhWiERXwUmHoii8s/RA0MfSIg0cqbZQZXZg0KhYd6DJvbSxAy+ALEG3GCP7yzx5KGoJokO1JEUYuGVcD5bt9VTHuNwK/5y1lWpzM8MSIDveyM4Sc4v7weOA+vLifdhdCrVmKx+vKQDA5s1JqbV6jnewwkykQU2V1xBlXpBeN+CJjlgdbuLC9fx7/m6fCFIU+GJdAV+s8xw/0qhBJcEtn2xiYHIYj52XQ3ZiOANTI4QYEQgEJzxClAhOOiRJ4rpTMthwKNAWPSNSx8EqC91jDNz6yQZ2FNTgLyVCtTL1djdRRg2VZge9E8K5ZmQGVWYHLy/a6+vSO6pHNGpZwulW+HHbEdKiDL68kkEpYWwq8Hii7Cwxt2rCpgCKW2HZvlJyi2oD7OpjQrWU1zd1BG4UJFP7J7LuYKXPXTY+VE1Jvecxp1tBIytc//7aACv55q9tdbixODySZXNhHf93up4h6UfX10YgEAiOF2L7RnBSMnVAEucPSg6472CV52J+oNyC2e6ieWyj3u6RBpVmBxEGNRnRIYzqGRNgGHbVzDX8tL2YHrEhvucMSY/2Pd4oSCRgRLdIJAkGp5nom+ixWPf/QMWFadmSX4u12UTK6+1EGjVomrUl/mFrEU+c19RJt6TeyfheTVtJxXUOluQ2CZKbTu3OY+d6OvAmmvRcOyqd7Y9P5rlp2b4x/115EIFAIDhZEJESwUlLdryBWa08llfWdm8ai93Jx6vyuGxoKot3NzXzW763nMMVDRyutPjuiwnV+n7WqcDm8kQobjo1g7hQHQ63m3nejr6NERGjRiZUr6a4zk5KpIH8Kguy3+NVZj9XNj8e/2Enj56TzeNzdgKwJLecaINEhcUTE5GVpvyV+DA9153SjetOCSxnvmxkNzYW1PLl+gKW7S2nvM5GTJiuzfUQCASCEwERKRGctLz0875WH3P67WvEhXlERUa0kVMzY3h0ahZ2F9TZ3Jz92jJQAtNUy2ubBIlallD8Iin+/mrTP9zEj9uKWb6vwvdB0sieTsJmh5sa77ZMZYOdEK3Mw+f0AaBPfOuN64qqrTw+Z6fPVwTgyfMH8OVNI9n88Okk+DnKfrUxP9ghAHjwrGwiDBpMBg3Dn1lITSsiSCAQCE4khCgRnJTsK63DHMS6o1esEf98zp5xIZw7MJn0KAMFVRa2FVbz+A+7fHbu6dFGGhzugOf457Tq1DIvL2zd58QF1NtcvgiIw93USbjMmzcioZAUYWT25iIAdpfUo2vF2r7xOE63QkqEgSSTntOyEhjeLZqIEB2f/GUkETrPZHcV1fHC/D1Bj2MyanhkajY1FgduBT5Zc6jVcxAIBIITBSFKBCclq/Y3VdU0vomjQzXcf3ZWQIfefaUNvLcsj0OVFpxuhSqv4nADmx8+g5nXDkOvab35TYPdExr5PXUr9XY3e0vr2VLQ1ISvNUd7yfvvhjHdKai2UFJr5fstHhfW+TuKmfDCEqptnhPsHmPk9tN6tvq6jXkxAJsOV/+OMxAIBIJjg8gpEZx01FkdPPPjLlSSx7AsOVJPfpWVinoH0z/YwF1n9GJ8r1genLWN7Udqgx4jJymMgU8u8N0O16mobUUpqCXPdpBBI5OVGM7Go7jAG9QyDrebVgxZW6AAj0/N4vwhqcxYdgCXArGhuha9ft64YhA948LatIl/7IedRIVoqWywM310RofnLBAIBMcLIUoEJx1ztxYRG6ZjaHok3246gtXuQpbwRUg+WXWQ+duLyK+ytHqMHUfqAm63JkjAI0gijRrumNCTC4eksiGvgnk7ivh28xFQAvNXAEw6iRqbgkYGi9ONXu0pL+4I2YnhXHNKN278yGOgFqqVeX7ebnYVN8334xuGMzYzts3jFNVY2HS4Gq1K5p7JvRnVI7rN8QKBQHAiILZvBCcdlQ12tGoVFw1NBcDucgds2ZTV29lZVEdd81pcP/zf+HpN+x+DKrODJ+buYsorv/L0vF1cMCSN968f1lKQ6CWykjz28Rq1Z1vI2nxQK3SP0HD58FSyHpnHQm9X4Xq7mz0lTYLklcsGtitIAH72mrDZXW6uHJEWUPYsEAgEJypClAhOOq4f3Y2Hz86issHOhD6x1FoDoxzxIRKpkfpWnu0hRNf01r9ocEqLx6MMTXkmfkM5UmNjf5mZh7/byo78ZuZt0QZuHtcTl+IpHf76ppFcPTKN7tFtzwVgeHo4mclRPPzdDqyOwL0etwKxoVr2Pz3F1xenwda64AIo9nYXBogwatsYKRAIBCcOQpQITjoMWhXjesdxTv8kXrpkID3jQ/H3IStpUMivsrZ4ntbv3V7n11Tvqw0tS2sHpEX5fra5PQ334kJ1qGWJPgmhXDAolXMHp/j2P7Uq+OUfE1i4u4z1B6uxueCs11bw8erDHKxsOZfmTOkbT7XZHvSxCwYls+6hM1CpZF+ya86j8zHbWxcmJoOm1cfK623tzkcgEAiOByKnRHDSYrY7ueCtlRwoa2h1zPhe0ZgMGm48tSeyDP9dlkdlg428snryvGLBFmR7xd/KXaOCYelRPOiNzhRWW2mwO9lf2oDsdUSzu6C8zkqdxR5g/W7QyFgcbvomhrK9qMnQzaRXUWt1+cY+Pjew7FijkhiWEcXD52STldjUCjw+TEdxjSdX5owXl7L4H+PQqQOrhyx2F+8uPYAETBuUhMut+DoCz91axEsLc5l57VDSo9tvUCgQCATHEklRlI5teB8jamtrMZlM1NTUEB4e3v4TBH9qrA4X//hqCykRBj5dezggj+TLvwxleM/4oM/rdv/coD1rwjSQFKFnT1lTdCPOKPPMRQP5fksR328pIiZUS4hOTb3VSUVDoxcJDEgJZ2thLa3ltO596kwW7CxlTK8YiqutvLtsH19vOBIwJsqoYWJWnMdC/oddPDo1m8x4T8fjt5bs51/zdmPSq6jxblndfUYv7pyY6Xv+vO1FPPDttgDH2ESTnkenZnNm30QueXsFaw9WM6F3LO9fP7zVdRUIBIKO0pnXbbF9Izip0allXrpkABkxIWi80YBoo4bcJye3KkgsdldQQQJQ5yBAkACUmt385aONrPZ2HI40ahmcGkGdtWm7RQE2FzQJksuHpbT4cJ33xgoGpkUQrtfQKyGMFy4exJ3jMwDPB/E/F2Tx8mWD+GpDIcv3VbC3tI4XF+Ti9h703aX7Aaixugjx7kW9uCCXSq8wmre9iFs+2djCwr6oxsrNn2zk8ndXsfFQNWoJbjq1RysrIBAIBMcPsX0jOGl5dcEe3lx6AKvDjUYl4XB5Lt5VFgf51VZ6xAa3c5+77QiD0yJQyzJrD1Z2+PVK6+yE6VQ8c0E/Gix2Zm32RDkSTTqKajx5GmpZwqCR2VZQRXNrkp1FdYx9fjGL7j6VjBhP9GN/hed543tHc+Hw7pz58lJkCVbsK6ek1kZqpAHZK7ZUcpPMcbo9R9erZfIrGzAZNDz+w85WxRbAqgNN5/rjtiOMFGXCAoHgBENESgQnJesPVjBrc6GvUiVE25RXIeExWGuNKX0TyUkMp7i2dR+T1rA63Fz29iqu+3CD7z6bw7OVYtTIuNwKdTYX24sC81zC9WoiDGpcbrjwrVVsPlzFByvymLvNYz1/ybAMAA6U1SNLsLOoluzEcO49s4/vGDOvHdr0mt5dKqvTzWuL97LmQAVFNe0n1DaSGmWkqOboz18gEAi6EiFKBCclPWNDcTjdqCV47vwczH4lshJgtrUuSkJ0agamR1BSG3gRN7ZhN9+Iw63Q3Gat0uwkJkSDxeEmmMFq92gjiuLG5nARGaKhe2wo/VIifPbx4Xo1k3Picbjc2F0KTjcUVlvZWeRxo12xr4w1Byrom2wKaNQHng/win0V3PvN1nbnDk2eLP+ev5v8SiFKBALBiYXYvhGclESE6Jh/93icLoVQvZpXFu/zbaG4FMiIbr0TL8DB8oYWVTeD000s39f+do5BDZZm1bjlDQ6GpkewrbCGm07txuoDlWzw2tEfqDADnrLimdcN5pSeMbjcCt1jQ9hXWkf/ZBMXvbWC/ikRRBvVVPh1BLQ6Xfzf55tRyxLje8cSbtBQXt+Uy+IGLA43BW241/qjkuD8QUk8dHY20aG6Dj1HIBAIjhUiUiI4aQnRqTEZNahkiZcvHUSSSce4zGheu3wg8SZDq88rrbNyuMIc0BlYBm4dn9nqc/z57/Ujuev0lo3w7p+SxdbHJlNSZ+eI31ZKY3BDq5Y5XGXG6nBx40fr+XpDIQ02F7tL6thdXM/yvaVUmZ2E6lSEaVW8d81Q9GoVigLFtTY+X1cQIEgAQjTQPbpj4qJxh2vWpiNt5p4IBALB8UKUBAv+0CiKwuQXl2B1upj3t1OZvbmIZ3/cTZ3NSZhOxRUjUtGpZe46ow9uBcb8azHFNdagF20JiA3V8Ms9E/hsdR5P/+TxFhnXK5pfcyuIDtUSYdCQaNKzfF9FkCNAkknP2F4xfLGuIOB+o1bCbO+6j6IEvHRJf/LKLbz1636mDkjiP5cM6LLXEwgEfx4687ottm8Ef2g251eTW+bZPpnw718oqfdsjYTp1fz9jF5cN7qbb6xKgkenZnPLJxuRIECYNN4ub3Aw9fUV6NVNQcacJBNbC2qpqLdTUW+nsc2Mf5PARo7UWPliXQF6Cax+j3WWIEmO0FFjcVLv12AwXK/m+Yv6c2bfRJwuN1eMTCNEJz76AoHgxENESgR/WAqrLUx5eSl1Vmegy6oafrxrHN1ayTuZt72Ix3/YGVDNkmjSkxJhYOOhKpA8eSu9Yz0ma9mJoYzoFsXiXSUcqvp9Fu5pkQZUKolIo5aN3pyURsJ0MlEhOtKjQzhcXs9Br5W+QQ1IEhZH6x9lWYKUSAN3TOjBxcPSf9ccBQKBwB8RKREIOsDHK/OwePvDfHrDcJ75aTc7jtRid8HX6/K558ysoM87s28iZ2QnsDavktI6K3FhejLjQxn/7yWeyhvvtb/RZG1nUT07/SzkfwsqwAVUmu3U21zkYUarkrC7moSGLMt88peRpEYZWb2/nMtnrEGvlkBRGNotmuEZUYzJjKHO6mD+jmIUt8JXGwvRyBJuReFwpYV7v9lOqEHLkPRI4sLabxQoEAgExxIRKRH8YXE4XPySW4rbrXDrp5sCzMxUwLbHJ2Ps4DbGjKX7+ddPuwnSJqdLaL59BPDoOdlcP8az3fTjtiJeXbSX3cV1XH9KOgNTIzl3YBKS1JS963YrHKpoYMJ/fiUxXEet1UmD3YVGJfHUtL5cOizt2JyMQCD4QyNs5gWCDqDRqJjYJ56DFQ0t3FVdwP7Sug4d58dtRTz9o0eQ6NUwtV9CizHhrTflPSoMGo+okCVPjkuUwVMyIwELdxXR+B1iSt8EfrxzLJ//dSQ3jevJeYOSAwQJgCxLdIsNZePDZ3D7aZn0SQyje0wI95/Zm4uGpHbOhAUCgaATEZESwR8Wm8NJv0fnY/dTJLEhapIjQjBoVMy4biiheo+asDldFNdY+XZjITeP64HBzyH2rx+t5+edJQA8eFYWdqeTf/8c2NW3KwjTgNlBgFlb36Rw5tw5NmBcSa2VvPIGhqRHopalFuKkOYqi4HAp7CutJztJfMYEAsHvQ+SUCAQdYMH24gBBApAaHcq3t45uMfbNX/bzw5ZCDpSbeW/ZAf4+qTe5JXW+fwDZieE8P283jtbaAHcydUFMaS0OJ/9dfoDrTulGQaWZFxfmYne60ahlnvlxF69dPoj06JA2j/v03F2sO1hJ/5QInpzWt4tmLxAIBEePECWCPyz/W3u4xX0bD1fjcLnRNPODD9WpqbE4MGhkGuwunpizM+BxjUry2b4DxBjVlJub2bo2jpWgjUKYAKIMcDRu7/vLzDwxZxeSBE/8sAsF0MrgdMOFQ1JIjTS2e4z7p/TB4VJ8lvMCgUBwoiBEieAPi8nQspfN1AGJLQQJwI2ndufaU9KxOlx8suYwH608RGyYjoGpESzNLeNQpTlgvL8gCdPAxcPS+HTNYVwuuGpkGu+vaimImqOWoM7q+T9YAq0acPqN9R+zvaDWlwhrd8PH04cztldsu68JoFbJqNtv8yMQCATHHJFTIvjDsnBHEX/5eKPvdmK4jl/umYC+A433/FmaW8Y1/13b6uNhejXbHpuMoig8NWcHM1ccaveYJp1MjS1wb0kjg8PvrhEZEaw5WN3qMYwqsLkhyqhi/t2nERWibfd1BQKBoLMROSUCQQc4PSeR728dyY87SkiNNDJ1QHKHBYmiKPx7/i4+W53P1aPaLp2tszq5/+stOBVYvKu4Q8dvLkhUgCyDf5nQlvzqoM/NiDYyKSeed5fmAbD0vjMCEnMFAoHgZEVESgSCIBRWmRn9r18AMGmhxu6pn29eWhxl1FBpdgQYnalk6J8SwSavI6tWBXYXrdLa9k0wwrUStXaFR87ujcWp0DshnIl94tqtuBEIBIKuQviUCARdTFKEgcRwz3ZIjd3jGdJckHw2fTDrHzodk16F068ix+WGTYerkYAR3SKxuyBMp6ZnbAjBckuPxpCt1tsj5/XFB1hzoJLqBjsn1tcKgUAg+O0IUSIQBEGSJFb98wziw3SAp9dNc/aUWpBlmf6pEbgVj8GZP5cPT2VK30Rm3XoKP/7fWD69cSTj+8QHfT0VcE6/eO4Y363FcYJRaXGwdG85//h6K/d+sxXXMSpTFggEgq5E5JQIBG1QVhe8wV6fOANuBXYeqWHFvgrAYwuv18hYvdmqX67PR6dWEWHU8us949l+pJYFXhM2f2Q8BmkLdpTgpslevrEfTlukRRkZ2T0alSy2bwQCwcmPiJQIBG0QHerZwokPbfKRH5BiokdCBNeP7kafhDCuHdXUdfexqTnMvXMMcWE6nG5osLtIjtRz2bureHlBLqFBeu2ovZ9Cmzuw+sZfkARLY40N1XLnhO5cNCTl95yiQCAQnDAIUSIQtMFXN43krJxY0mOaXFL/eVYW/7qwP7IsIcsyD56dTbhezZieMUwdkEStxYkEjOkZQ3ZiGHUWB+sPVbMkt4x6W6DhmlqihesseLaCJEAjS+jUnl44/mhkcLrc/OOb7Vgd7cVTBAKB4ORAbN8IBG2QFh3KlP4p3PG/TQDcNqEHI7pHB4xRq2Tev34YA1MjUckSJoOGkjobJa1s/fgTF6oi1KAltzTQ1rVxC8fhVlpk2MrA7RN68vbS/dwwOuM3nplAIBCceAhRIhC0gUtReOS77b7bd5yWGXTckPQo388qWeK8gUlYHS4iDFr6JoezbG85Bq2KgkozmfGhfL6uAIAjdS50DR33mZcAk0HNL7llWBwKl49IP2ozOIFAIDhREaJEIGgDjUrm3auH8NePNzAmMwaduv0dz94JYbxy2SDfbavDhSRJ/JpbRlGNhcPldQHjbUG2b4Jh0smkxYTxxLnZfLjqEGlRIfSMCz2q8xEIBIITGWGeJhB0ETUWB5+sPsT7K/Ior7f/7uPdfUZPBqZGcWoHe9wIBALBsUDYzAsEJzDFNVb+uyKPT1cfosFr5RobquPaU9KJD9dz/zdbfb4nveNC2FPa0KHjxoXpGdk9mnd/3cebS/Yz946xJEe13xVYIBAIThZE9Y1A0IkoisIV763m3aUHaLC76BUfyg1jMqi22Fm5v4KLhqQwJjPGN76jggTg/m+30+uhn3jmpz04XApbC6q64hQEAoHguCFEiUDQiUiSxLWjMhjeLYoZ1wyhtNbKzOUHcbgUVu6vwOpwM6ZnrM+19bdanjXYXbzx6wFyS+raHywQCAQnCUctSpYuXcrUqVNJSkpCkiRmz54d8Phjjz1Gnz59CAkJITIyktNPP501a9Z01nwFghOeq0em8+VNo9heWEONpcmXJDFcT53NQbhB7Sv57WhCV6iu6aNqUHukTHKEgZRIQyfNWiAQCI4/R51T0tDQwIABA7j++uu58MILWzzeq1cvXn/9dbp3747FYuGll15i0qRJ7Nu3j9hYkaAn+GNjdbjQqjwCwuZ0B4iOoloro59dzIjuUcGf3AoSEBOiJVTrRquWmXntcGLCdJgMGmRhLy8QCP5A/K7qG0mSmDVrFtOmTWt1TGNW7sKFC5k4cWK7xxTVN4KTlZs/Xs+qAxUMzYhi5rXD+GD5AR6bsyvoWJNBjcXuwh6s018zokO0vHnVYBQFUiIMhOjURIZoO3v6AoFA8Js4aapv7HY77777LiaTiQEDBgQdY7PZsNmanC9ra2u7ckoCQZewfG8583Z4mu0t2lVK1sPzSI/StxiXGKbjgqEpuBUoqbGyq6iWWouDwhpri7F6FYzoEctbVw7GoFUhSSIqIhAI/th0iSiZM2cOl112GWazmcTERBYsWEBMTEzQsc8++yyPP/54V0xDIDhmHKwIrKKxOFzsLmlAJeEr/1XL8PC5OZzVL9E37s7/baLe5uTTG0dw9qvLabC70KrA7gJJlvhw+vBjeRoCgUBwXOmS7ZuGhgaKioooLy9nxowZLF68mDVr1hAXF9fiGMEiJampqWL7RnBSUWd1cM1/17LpcDVGjYxRpyYnycR71wxBkiQa7C7C9eoW0Q6ny029zUmEUctV765g+YFq32OD0yL49tbRx/hMBAKB4OjozO2bLs8pAcjMzGT69Ok88MAD7R5T5JQI/qwcKKvjXz/uIjvJRJ/EcMZkxhKiE/6GAoHgxOakySlpRFGUgGiIQCBoSffYMN65VmzXCASCPy9HLUrq6+vZt2+f73ZeXh6bN28mKiqK6Ohonn76ac4991wSExOpqKjgzTffpKCggIsvvrhTJy4QCAQCgeCPxVGLkvXr1zNhwgTf7bvvvhuAa6+9lrfffpvdu3fz4YcfUl5eTnR0NMOGDWPZsmXk5OR03qwFAoFAIBD84RBdggUCgUAgEPxmOvO6LXrfCAQCgUAgOCEQokQgEAgEAsEJgRAlAoFAIBAITgiEKBEIBAKBQHBCIESJQCAQCASCEwIhSgQCgUAgEJwQCFEiEAgEAoHghECIEoFAIBAIBCcEQpQIBAKBQCA4IRCiRCAQCAQCwQmBECUCgUAgEAhOCI66IV9X09iKp7a29jjPRCAQCAQCQXs0Xq87o5XeCSdK6urqAEhNTT3OMxEIBAKBQNBR6urqMJlMv+sYJ1yXYLfbzZEjRwgLC0OSpOM9nd9MbW0tqamp5Ofni27HrSDWqH3EGrWPWKP2EWvUNmJ92qetNVIUhbq6OpKSkpDl35cVcsJFSmRZJiUl5XhPo9MIDw8Xb/J2EGvUPmKN2kesUfuINWobsT7t09oa/d4ISSMi0VUgEAgEAsEJgRAlAoFAIBAITgiEKOkidDodjz76KDqd7nhP5YRFrFH7iDVqH7FG7SPWqG3E+rTPsVqjEy7RVSAQCAQCwZ8TESkRCAQCgUBwQiBEiUAgEAgEghMCIUoEAoFAIBCcEAhRIhAIBAKB4IRAiJIuIDc3l/POO4+YmBjCw8MZPXo0v/zyS8CYRYsWccoppxAWFkZiYiL33XcfTqfzOM342NORNVq3bh0TJ04kIiKCyMhIJk2axObNm4/PhI8D7a3RBx98gCRJQf+VlpYex5kfGzryHgLPOvXv3x+9Xk9CQgK33377cZjt8aEjaxTs/fP2228fpxkfezr6PgKoqKggJSUFSZKorq4+thM9jrS3RhUVFZx55pkkJSWh0+lITU3l9ttv/0097IQo6QLOPvtsnE4nixcvZsOGDQwcOJBzzjmH4uJiALZu3cpZZ53FmWeeyaZNm/j888/5/vvvuf/++4/zzI8d7a1RXV0dkydPJi0tjTVr1rB8+XLCw8OZPHkyDofjOM/+2NDeGl166aUUFRUF/Js8eTLjxo0jLi7uOM++62lvfQBefPFFHnzwQe6//3527NjBokWLmDx58nGc9bGlI2sE8P777we8j6699trjNONjT0fXCOCGG26gf//+x2GWx5f21kiWZc477zy+//57cnNz+eCDD1i4cCE333zz0b+YIuhUysrKFEBZunSp777a2loFUBYuXKgoiqI88MADytChQwOeN2vWLEWv1yu1tbXHdL7Hg46s0bp16xRAOXz4sG/M1q1bFUDZt2/fMZ/zsaYja9Sc0tJSRaPRKB999NGxmuZxoyPrU1lZqRgMhlbX649OR99DgDJr1qzjMMPjz9F8zt58801l3LhxyqJFixRAqaqqOsazPT78lr9FiqIor7zyipKSknLUryciJZ1MdHQ0WVlZfPTRRzQ0NOB0OnnnnXeIj49nyJAhANhsNvR6fcDzDAYDVquVDRs2HI9pH1M6ska9e/cmJiaGmTNnYrfbsVgszJw5k5ycHNLT04/zGXQ9HVmj5nz00UcYjUYuuuiiYzzbY09H1mfBggW43W4KCwvJysoiJSWFSy65hPz8/OM8+2PD0byHbr/9dmJiYhg2bBhvv/02brf7OM362NLRNdq5cydPPPEEH3300e9uOHey8Vv+Fh05coRvv/2WcePGHf0L/ibpJGiTgoICZciQIYokSYpKpVKSkpKUTZs2+R6fP3++Isuy8tlnnylOp1MpKChQxowZowDKZ599dvwmfgxpb40URVG2b9+u9OjRQ5FlWZFlWenTp49y6NCh4zPh40BH1sif7Oxs5ZZbbjl2EzzOtLc+zz77rKLRaJTevXsr8+bNU1atWqVMnDhR6d27t2Kz2Y7fxI8hHXkPPfnkk8rKlSuVTZs2KS+88IJiNBqVJ5988vhM+DjQ3hpZrValf//+yscff6woiqL88ssvf6pIiaJ0/G/RZZddphgMBgVQpk6dqlgslqN+LSFKOsijjz6qAG3+W7duneJ2u5Vzzz1XmTJlirJ8+XJlw4YNyi233KIkJycrR44c8R3vP//5jxIeHq6oVCrFaDQqzz77rAIoX3zxxXE8y99HZ66R2WxWhg8frlxzzTXK2rVrlVWrVikXXnihkpOTo5jN5uN8pr+dzn4fNbJy5UoFUNavX38czqrz6Mz1efrppxVAmT9/vu/4paWliizLyrx5847XKf5uuuo91MgLL7yghIeHH8Mz6nw6c43uuusu5dJLL/Ud+48iSrrifVRUVKTs2rVLmT179m/+kiRs5jtIeXk55eXlbY7JyMhgxYoVTJo0iaqqqoD2zpmZmdxwww0ByayKolBUVERkZCQHDx4kOzubtWvXMmzYsC47j66kM9do5syZ/POf/6SoqMgXLrXb7URGRjJz5kwuu+yyLj2XrqIr3kfgScDbuHEjmzZt6pJ5Hys6c33ef/99pk+fTn5+PikpKb4x8fHxPPXUU9x4441ddh5dSVe9hxpZsWIFY8aMobi4mPj4+E6d+7GiM9do4MCBbNu2DUmSAM/fbbfbjUql4sEHH+Txxx/v0nPpKrr6fbR8+XLGjh3LkSNHSExM7PC81B0e+ScnJiaGmJiYdseZzWaAFvuOsiy32KeVJImkpCQA/ve//5GamsrgwYM7acbHns5cI7PZjCzLvj8EjY9LknRS73d3xfuovr6eL7/8kmeffbbzJnqc6Mz1GT16NAB79uzxiZLKykrKy8tP6rykrngP+bNp0yb0ej0RERG/a57Hk85co2+++QaLxeJ7bN26dUyfPp1ly5bRo0ePTpz1saWr30eN8Q6bzXZ0E+uEKJDAj7KyMiU6Olq54IILlM2bNyt79uxR/vGPfygajUbZvHmzb9zzzz+vbN26Vdm+fbvyxBNPKBqN5k+TAd+RNdq1a5ei0+mUW265Rdm5c6eyfft25aqrrlJMJlOboec/Ch19HymKorz33nuKXq9XKisrj9Nsjz0dXZ/zzjtPycnJUVasWKFs27ZNOeecc5Ts7GzFbrcfx9kfGzqyRt9//73y7rvvKtu2bVP27dunzJgxQwkPD1fuvPPO4zz7Y8PRfM4a+aNs33SUjqzR3Llzlf/+97/Ktm3blLy8PGXu3LlKTk6OMnr06KN+PSFKuoB169YpkyZNUqKiopSwsDBl5MiRyo8//hgwZsKECYrJZFL0er0yYsSIFo//0enIGv3888/K6NGjFZPJpERGRiqnnXaasmrVquM042NPR9ZIURRl1KhRyhVXXHEcZnh86cj61NTUKNOnT1ciIiKUqKgo5fzzzw8oM/+j094a/fTTT8rAgQOV0NBQxWg0Kn379lVefvllxeFwHMdZH1s6+jlr5M8mShSl/TVavHixMmrUKN81LTMzU7nvvvt+0xqJnBKBQCAQCAQnBH+ugmuBQCAQCAQnLEKUCAQCgUAgOCEQokQgEAgEAsEJgRAlAoFAIBAITgiEKBEIBAKBQHBCIESJQCAQCASCEwIhSgQCgUAgEJwQCFEiEAgEAoHghECIEoFAIBAIBCcEQpQIBAKBQCA4IRCiRCAQCAQCwQmBECUCgUAgEAhOCP4fD/G4mMZNTxcAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "exp_mix.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Disagreggate complex shapes into point data\n", + "The last step before proceeding to the usual impact calculation consists in transforming \n", + "all the exposure data that is in a format other than point (e.g. lines, polygons) into point data (disagreggation) and assigning them values. Those two tasks can be done simultaneously using the util function `exp_geom_to_pnt`. Disagreggating and assigning values to the disagreggated exposures requires the following:\n", + "1. Specify a resolution for the disaggregation (`res`).\n", + "2. Specify a value to be disaggregated (`disagg_val`).\n", + "3. Specify how to distribute the value to the disaggregated points (`disagg_met`).\n", + "\n", + "In the following, we illustrate how to disaggregate our mixed-types exposures to \n", + "a 10km-resolution, arbitrarily assigning a fixed value of 500k USD to each point. For more details on \n", + "how to use lines and polygons as exposures within CLIMADA, please refer to the [documentation](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_Exposures_polygons_lines.html).\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "exp_mix_pnt = u_lp.exp_geom_to_pnt(\n", + " exp_mix,\n", + " res=10000,\n", + " to_meters=True,\n", + " disagg_met=u_lp.DisaggMethod.FIX,\n", + " disagg_val=5e5,\n", + ")\n", + "exp_mix_pnt.plot()" + ] + } + ], + "metadata": { + "hide_input": false, + "kernelspec": { + "display_name": "climada_osm", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + }, + "latex_envs": { + "LaTeX_envs_menu_present": true, + "autoclose": false, + "autocomplete": true, + "bibliofile": "biblio.bib", + "cite_by": "apalike", + "current_citInitial": 1, + "eqLabelWithNumbers": true, + "eqNumInitial": 1, + "hotkeys": { + "equation": "Ctrl-E", + "itemize": "Ctrl-I" + }, + "labels_anchors": false, + "latex_user_defs": false, + "report_style_numbering": false, + "user_envs_cfg": false + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/doc/tutorial/climada_entity_Exposures_polygons_lines.ipynb b/doc/tutorial/climada_entity_Exposures_polygons_lines.ipynb index 904d00f4d..af37bf82a 100644 --- a/doc/tutorial/climada_entity_Exposures_polygons_lines.ipynb +++ b/doc/tutorial/climada_entity_Exposures_polygons_lines.ipynb @@ -24,7 +24,13 @@ " * Interpolate geometries to points to fit in an `Exposure` instance; \n", " * Disaggregate the respective geometry values to the point values\n", "2. Perform the impact calculation in CLIMADA with the point exposure\n", - "3. Aggregate the calculated point `Impact` back to an impact instance for the initial polygons or lines " + "3. Aggregate the calculated point `Impact` back to an impact instance for the initial polygons or lines \n", + "\n", + "Note:\n", + "Polygons or lines can be useful to represent specific types of exposures such as infrastructures (e.g. roads)\n", + "or landuse types (e.g. crops, forests). In CLIMADA, it is possible to retrieve such specific exposure types using \n", + "[OpenStreetMap data](https://www.openstreetmap.org/). Please refer to the associated [tutorial](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_Exposures_osm.html) to learn \n", + "how to do so." ] }, { @@ -2692,7 +2698,7 @@ "metadata": { "hide_input": false, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "climada_osm", "language": "python", "name": "python3" }, @@ -2706,7 +2712,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.9.18" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/doc/tutorial/exposures.rst b/doc/tutorial/exposures.rst index c47dda6fb..c5a278fc7 100644 --- a/doc/tutorial/exposures.rst +++ b/doc/tutorial/exposures.rst @@ -8,3 +8,4 @@ Exposures Tutorials climada_entity_Exposures LitPop Polygons or Lines as Exposures + OpenStreetMap data as Exposures diff --git a/requirements/env_climada.yml b/requirements/env_climada.yml index 097a4f256..c7cf9b823 100644 --- a/requirements/env_climada.yml +++ b/requirements/env_climada.yml @@ -18,6 +18,7 @@ dependencies: - numba>=0.60 - numexpr>=2.10 - openpyxl>=3.1 + - osm-flex>=1.1 - pandas>=2.1,<2.2 # 2.2 is not compatible with the default pytables=3.7 and yields a very high deprecation warning number through geopandas - pandas-datareader>=0.10 - pathos>=0.3