{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Explore example datasets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We provide the option to download subsets of existing open datasets with opportunistic sensor data. In this notebook we present these datasets and their subsets." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import poligrain as plg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenMRG" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data is downloaded from https://github.com/OpenSenseAction/opensense_example_data/tree/main/OpenMRG\n", "\n", "This is based on the OpenMRG dataset described in Andersson et al. (2022) https://doi.org/10.5194/essd-14-5411-2022\n", "\n", "Currently there are two different subsets:\n", "- `'5min_2h'`: 2.5 hours of data, all sensors aggregated to 5 minutes temporal resolution\n", "- `'8d'`: 8 days of data from the OpenMRG project (default subset). The CML data is processed using radar data as wet-dry indicator with `pycomlink`.\n", "\n", "For details of how the data was generated see the notebook in the example data repo linked above.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File already exists at example_data/openmrg_cml_8d.nc\n", "Not downloading!\n", "File already exists at example_data/openmrg_rad_8d.nc\n", "Not downloading!\n", "File already exists at example_data/openmrg_municp_gauge_8d.nc\n", "Not downloading!\n", "File already exists at example_data/openmrg_smhi_gauge_8d.nc\n", "Not downloading!\n" ] } ], "source": [ "(\n", " ds_rad,\n", " ds_cmls,\n", " ds_gauges_municp,\n", " ds_gauge_smhi,\n", ") = plg.example_data.load_openmrg(data_dir=\"example_data\", subset=\"8d\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compare hourly rainfall sums of one CML and one gauge. Note that these are just two randomly chosen IDs of CML and gauge for illustration purposese. \n", "\n", "Check out the notebook on finding neighboring gauges for CMLs to learn how to find the closest gauge for a CML." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds_cml = ds_cmls.isel(cml_id=1, sublink_id=0)\n", "ds_cml.R.resample(time=\"1h\").mean().plot(figsize=(14, 4), label=\"CML\")\n", "ds_gauges_municp.isel(id=0).rainfall_amount.resample(time=\"1h\").sum().plot(\n", " label=\"gauge\"\n", ")\n", "plt.legend()\n", "plt.ylabel(\"hourly rainfall sum (mm)\")\n", "plt.title(\"CML and gauge rainfall sum\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot rainfall accumulation for all CMLs (in blue) and the ten city gauges (in black). \n", "\n", "This shows that, besides some CML outliers, the rainfall accumulation is in the same range." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds_cmls.isel(sublink_id=0).R.resample(time=\"1h\").mean().cumsum(dim=\"time\").plot.line(\n", " x=\"time\", color=\"b\", linewidth=0.5, alpha=0.3, add_legend=False\n", ")\n", "ds_gauges_municp.rainfall_amount.cumsum(dim=\"time\").plot.line(\n", " x=\"time\", color=\"k\", linewidth=0.5, add_legend=False\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot rainfall sum over the full 8 days for all sensors (radar, CML, city gauges) on a map." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plg.plot_map.plot_plg(\n", " da_cmls=ds_cmls.isel(sublink_id=0).R.resample(time=\"1h\").mean().sum(dim=\"time\"),\n", " da_grid=ds_rad.R.resample(time=\"1h\").mean().sum(dim=\"time\"),\n", " da_gauges=ds_gauges_municp.rainfall_amount.sum(dim=\"time\"),\n", " vmin=0,\n", " vmax=100,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenRainER" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a subset of the OpenRainER dataset available at downloads the dataset available on Zenodo https://doi.org/10.5281/zenodo.10593848\n", "\n", "Note that the CML processing is currently being worked on. Hence, there is no CML rainfall data in this example yet." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File already exists at example_data/openrainer_cml_8d.nc\n", "Not downloading!\n", "File already exists at example_data/openrainer_radar_8d.nc\n", "Not downloading!\n", "File already exists at example_data/openrainer_gauges_8d.nc\n", "Not downloading!\n" ] } ], "source": [ "(\n", " ds_rad,\n", " ds_cmls,\n", " ds_gauges,\n", ") = plg.example_data.load_openrainer(data_dir=\"example_data\", subset=\"8d\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot all data on a map. But sicne there is not CML rain rates in this example dataset, we plot some other interesting data from the CMLs. Here we plot the standard deviation of the RSL (in a different colorscale than radar and gauge data). For the gauges we just plot the locations and the radar in black-white since we do not want to focus on the actual rainfall data here." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/graf-m/miniconda3/envs/poetry_env_linting/lib/python3.10/site-packages/numpy/lib/nanfunctions.py:1879: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plg.plot_map.plot_plg(\n", " da_cmls=ds_cmls.rsl.isel(sublink_id=0).std(dim=\"time\"),\n", " da_grid=ds_rad.R.resample(time=\"1h\").sum().sum(dim=\"time\"),\n", " # Note that the followoing line is just a quick hack to not\n", " # show rainfall data of the gauges on the map, since this plotting\n", " # function here can not yet just plot one dataset with a fixed color.\n", " da_gauges=ds_gauges.rainfall_amount.sum(dim=\"time\") > 0,\n", " cmap=\"Grays\",\n", " vmin=0,\n", " vmax=200,\n", " kwargs_cmls_plot={\n", " \"edge_color\": \"k\",\n", " \"edge_width\": 0.5,\n", " \"vmin\": 0,\n", " \"vmax\": 5,\n", " \"cmap\": \"magma_r\",\n", " },\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Amsterdam PWS data\n", "This dataset is based on [de Vos et al. (2019)](https://data.4tu.nl/articles/dataset/Rainfall_observations_datasets_from_Personal_Weather_Stations/12703250) and includes 134 PWS over 25 month in the region of Amsterdam. Addtionally there is reference dataset prepared by Abbas El Hachem that is based on openly availably radar data from KNMI. He used 20 random pixels within the area of the AMS PWS dataset and parsed them to a gauge-like reference dataset that is now available alongside the PWS data." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File already exists at example_data/ams_pws_full_period.nc\n", "Not downloading!\n", "File already exists at example_data/ams_gauges_full_period.nc\n", "Not downloading!\n" ] } ], "source": [ "(\n", " ds_pws,\n", " ds_gauges,\n", ") = plg.example_data.load_ams_pws(data_dir=\"example_data\", subset=\"full_period\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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S1oyssGJEREQwfsxErGKcUCoSsxIrZEZYquy4efYe27Zuy1R5UoO0XSKRLBEREfTo15wBf4r0mmFJ/c52/DDLir5LVHT5oQnR0dGZKo9SqSQ+Pp5atWrx6NEjfH19ATh58iRVq1aldu3aOkrGyZMnqVy5srZqrrOzMwcOHEi3h3BWER8fh4mJ4Z+4hRlERaXP+kxMTImNNWwqjooEC/PUpwAWBIG8+fJSvHgxPDw9KFa8KC55XLBQCgZ9NmwsFMhVIcTGxn6q+DmWBw8esPbM33isq4N1KSdkRnJsy+amyMZ6zFs6m1qVizJ3VBOmD2lAvRqlOXRgX4pjPnr0iJ/6d6FBw3I0b1GNvzdvwNLSku8ateK4X/KKysLXVoyfvTC9lpfj+Ng3I6usGH9v+hsh0hhB0P/bN0uw4tfFv2WqPKlBoRAwSuFQKHKmliEpGenA2vXLqd9DwN7ZWOe8Yx5janUU2fj3ukyRQxRFjh07xuHDh6lduzbfffcdxsbGWoXi1KlT1KhRg3LlyhEYGMjz588BOH36NLVq1dKOs3z5cs6fP4+9vT0VKlRg6NChnDt3LlPWkJ4IgoAmiedCggrk8vTZLXRyyo2/v0Zvrrg4DdExsk8qJCeTyTA2Nv6QByOZ55vI1xl+vXDlEpyGldRbe8CGW1TOHc/B6XYs7mvN7/1t2D7GlDWLh3L08IEkx9u3fzeDhjSmQYubLFmpYPLsGO48nE77Do0YMGocf/paJWkReRCqwqxQ6a/OipGQkMCBAwdYs3oVfn5+OtaMrPLFePHiJYLKcCyGXKYgKjIqkyVKGcmSIZEsp88eppyX0mBb+bpKTp1N+saWHuzbtw8LCwtMTU1p2LAh7dq1Y8qUKZiZmVGhQgWtknH69Glq1qyJQqGgSpUqnDp1imfPnvHq1SsdJaN69eo8e/aM48eP8/3333Pv3j2qVavG9OnTM3Qd6Y2NjT0hIWqDbaFhInZ26ZPdValUkitXPl6+UBMYqCYsTIWvrxo/fxnuboU+WwEwMzMjMhaDikZQeAKCiSMmJiafNUdO5PnrF1gW0f0/FNUaQldeY/lPrij+k4dZaSLnz4F2LJgzyeBYsbGxzJ4zkvm/2+JZLDHZmYWlnO69bShR5gW7dm1J1prxNVoxjhzaT73yntxe0AuTHSNZN7gFDx7c5dcA6yyNKClfoTyYGv67j1fHktsl+6Xjl8lSd+REcqjY2QsLC0siwwz/qCNC1VhaZGzFvFq1anHz5k2ePHlCTEwM69at01ZIrVWrFidPnuTevXvExMRQtmxZAGrUqMHJkyc5efIkZmZmVKpUSWdMIyMjqlWrxujRozly5AjTpk1j+vTp6RqVkdHY2zsQFW1EcIia9y+gCSqRNz4qbGycUCjSz+/Z2toGD49iWFjkQyZzxtHRHY/CRTE2Nk754hQQBAF7ByfeBH5YB0BkjIoffw1h1IRZnz1HTqRoIU/CbvvrnIt4GESlAqbIDRR6sFDKsTKONFgEce/ef6jXSIaxge21Vm2t2L5zDUPGTTJozfgarRiPHz9m8eh+7KwWw5ASMloVVjKnnJoFnn68CIuh/wNFllgxAJo1a4rCWiRBo3uvEkWRWGU4E6dMyBK5kkMmE1J15EQkJSMd6NK+H0fXxxlsO7oujq4d+mfo/Obm5hQqVAhXV1e9B2etWrV48uQJmzZtomrVqlrze/Xq1Tl9+jSnTp3SbqskR7FixVCpVDlq718mk1GgQGFkcgdevhZ58UqDn78cR8f8ODnlypD5rK2tcXBw1Cp56YWDoxPmNs54+2rwDVITFKFh9AaREdNWUuW7auk6V05haO9B+P9yB1Ft2B/GEEntOvn5v8Elr+E2E1MZgpCAjY2NQWvG12jF+HXWVCaXiEX5kZ+Ah62Ceu4mWHuWzbK8GAqFgu27t5FgF06kLIQYVRSRqlAizN8xYGQ/rYN7dkKyZEgkS+3adYh6XZiDa8JRJSTe8BLiNexdHo4QXiJLf9RVqlTBxMSEX3/9lRo1amjPV6xYkYCAAP755x+drRKAmjVrsmzZMm047oEDBxg3bhy1atXCyipjrTLpjUwmw8nJGQ+PYnh4FKdgwSJYWuasNbzH3t4BjyLFcMzthq19Lpav3U616jWzWqwsw93dnTEdh/Kg1SHeHXtOzNsIol+Gc+ZCMGq1vjoREa0mMsESGxsbvbaSJcpx+4bh22HguwTMzRK3ZT62ZnyNVgyA54/uUsrRyGBbs7wqKlWskMkS6VK8eHHuPLjN5AVjqd2hCj1GduT81TMMHTY0S+VKCknJkEgWQRDYtO4fXMRezGyXwPR2kcxsl0ABkx9Zt3J7ljrlmZqa8u233xIREUHNmjW1501MTLTnP1Yy6tevz7p166hXrx5FixZl4MCB1K9fn61bt2ay9BIf8z7pmlQYLdH8rRTk5I2RETD2DPea7cRpSxzDhk9jyNIgElQfLBzRsWp+XBLEiHE/GxyrRo0a3L1pwts3uhZJURT5Y2EE/X8aB6BnzfgarRgAciMTYlSG7UKBsWBlm/XVrI2NjencpTN/LP2dcRPGkStX+lsv04svebtEELNrCrR0Jjw8HGtra8LCwvTexmNjY3n+/Dnu7u7aME4JiezKl/57FUUxMfdICq9uI4f3RR59iv4dbbA0lxMTq2bd7jAe+hWlYcOWrPhjLu6OahLUIr5hpowY9zN16zVMcrznz5/TvUczqlRPoPy3cgLfadi1RUWD+r0YMvhDLpLQ0FDaVC3NjAKhLDOpzupte9Jt7TmF1cv/JGbnVHp56iq7oijS4YwRSw9cwtk55QR02ZnknhnpPcf1CsZYpBCiGqkSKXslPkPlyQikjJ8SEhlEaEgICarUJ+KysrL6KqNE3hMQEMDUiUN5fP8qpsYQr1HSrddgOnbuodf37t27vHt1ikVjP7wxK03l9G1vx8ylD7B37MfRf2/z5s0bFAoFuXOnHFHg7u7OieM32b9/L1cv/YudbS7Wru6m97B8b83o+ddq9pzNuVaM98nKUotCoSB//vwAdO7eizZb/sLc+ynfF5CjkAmExGr4+Y6Maq175HgFI7MRUrEdYiDtR45AUjIkJDKIoHcBmIvRGBuIdPiYgBgRMzOPr1bJCAoKon2r2kzvIadsFwcAYuM0zNowh9evnjF6nG749IZ1f9KtueHvqntLc+au/RUvr7rky5cvTXLI5XKaNWtBs2Ytku03ZNwkbHM552hfDF9fX6pXLMP3JVLe2hBF2H4/hJe+7zAyMsLY2JitB07y+4Jf+H7338g1KowsbOk9ZiyNmzbPBOm/LASZgJDCdoikZEhISOiQO28+Al5545TCjka8WsRIY5ruESk5iSULf2b49wJli1hoz5mayJjS0452U7bSu+/QxAJy/yc09B0OtoYdDx3tjAgLC8lQeW1sbBg8fFSGzpHR5MmTh3q1a9Dd9BJF7Q1/l+85+FKFU98fMTL60M/ExIRhYycwbGz2CwnNaaTGsVNy/JSQkNDBzMwMjdyEOAORDv/FP0bAOU/a3ri/NC6dO0atcvqZUQVBoFVVgX17dSsAV/y2NmeuxRgc6/TlCCp9W8Ngm4Qu42ctZN4js2T7iKLI0ufmDBo1PpOk+vr4kh0/JSVDQiIDcc6TD/+YpG8O8WoRlcz4q7ZiAMhlYpJRWOamArGxuvV/OnTsxpbDavwDdRMuhUWo+GNLHL16D8owWb8kChUqhHH+kjwISkiyz6FXaqo1aZOjnA1zGu+3S1I6ciLSdomERAbywZoRi4kB3wz/GAHnNPoNfIm45PPg8atneLjqp+c/eAXGzq6rc06pVLJs1W769WnLtyWjKF5Ag/cbGScui8xdsB4nJ6fMEj3HM37WQiZ39GJVFX1F470VY9s6yYqRkcgVAvIUoktyatC6ZMmQkMhgkrJmSFaMDwwbPZ1xKyKIitFNz3/sSgRqk0J4eHjoXePp6cnx07do0G4pMVZD+LbBQk78e5dKlbJfRsfsTHLWDMmKkTnIhFRsl+TQIoiSJUNCIoNJypohWTE+ULRoUUZNXk67iQMpW0jEyQYu3lfjkPcblq1em+R1giBQvXp1qlevnmmyfokYsmZIVozMQ5ClHD2SU6NLcqjYEhI5i4+tGZIVQ58aNWtx7N87dBj4F2WbLOHPv/5l2aotKJWGKxxLpB+GrBmSFSPzkMmFVB1pQa1WM3HiRNzd3VEqlRQsWJDp06frFPgTRZFJkyaRO3dulEolXl5ePHnyJF3XJlkyPoNzZ//lzs2bqe5fulx5vq2cNUWD/osoivz4449s376dkJAQbty4QenSpbNarC+aj60ZkhXDMIIgaCsFS2Qu/7VmSFaMzCUj8mTMmTOHP//8k3Xr1lG8eHGuXr1Kjx49sLa2ZtCgRMfouXPnsmTJEtatW4e7uzsTJ06kfv363L9/P92yCUtKxmdw5fwZHu1ZSCOPlBMo7X4Qh6gZly2UjEOHDrF27VpOnTpFgQIFcHBwyGqRvgqc8+TD/5U3zkoRlcxEsmJIZCs+WDMu8SJSkKwYmYggFxBSsFQIqS82DMD58+dp3rw5jRs3BsDNzY2///6by5cvA4kvm4sWLWLChAk0b56YQG39+vXkypWL3bt30759+7QvxACSkvEZ/DhwGE23rKFBERnyZLRQlVpk0S1z/vgxY0u+x8fHp1iyHeDp06fkzp37s0oxi6KIWq3WKy0vkTRmZmao5Sa8jozBxU2yYkhkP8bPWsikjnUIipdLVozMJDUhqmm0ZFSpUoXly5fz+PFjPDw8uHXrFmfPnmXBggVAYq0ePz8/vLy8tNdYW1tTqVIlLly4kG5KhuST8RkolUoat+vO9vtxyfbbeCee77v1TfeU0TVr1mTAgAEMGTIEBwcH6tevDyTWdWjYsCEWFhbkypWLLl26EBgYCED37t0ZOHAgr169QhAE3NzcgMQ6BrNmzdLu333zzTds375dO9epU6cQBIGDBw9Srlw5TExMOHv2bKqvO378OOXLl8fMzIwqVarw6NEjnbXs3buXChUqYGpqioODAy1bttS2xcXFMWLECPLkyYO5uTmVKlXi1KlTyX43Dx8+pGrVqpiamlKsWDGOHTuGIAjs3r1b22f06NF4eHhgZmZGgQIFmDhxIgkJH/aku3fvTosWLXTGHTJkiE4124iICDp16oS5uTm5c+dm4cKF1KxZkyFDhhiUv1TpsrTp1I0rV65o21++fEnTpk2xtbXF3Nyc4sWLc+DAgWTXJyGRERQqVAgj15JUbfy9ZMXIROTGslQdkFhU7b9HXJzh58+YMWNo3749np6eGBkZUaZMGYYMGUKnTp0A8PPzA9CrTpsrVy5tW3ogKRmfSd+Bw1l11wi1xnBWR5VaZMNDY3pmkBVj3bp1GBsbc+7cOZYuXUpoaCi1a9emTJkyXL16lUOHDuHv70/btm0BWLx4MdOmTSNv3rz4+vpqH3azZs1i/fr1LF26lHv37jF06FA6d+7M6dOndeYbM2YMs2fP5sGDB5QqVSrV140fP5758+dz9epVFAoFPXv21Lbt37+fli1b0qhRI27cuMHx48epWLGitn3AgAFcuHCBzZs3c/v2bdq0aUODBg2SdFBSq9W0aNECMzMzLl26xPLlyxk/Xv+tzNLSkrVr13L//n0WL17MihUrWLgwbQWvhg0bxrlz59izZw9Hjx7lzJkzXL9+XafPx/J37txFR/7+/fsTFxfHv//+y507d5gzZw4WFhaGppOQyHD+XL+VsVN/zmoxvioEIRUJuf5v6MiXLx/W1tbaY9asWQbH3Lp1Kxs3bmTTpk1cv36ddevWMW/ePNatW5eJKwPEr4SwsDAREMPCwvTaYmJixPv374sxMTGfNPaCOdPFTV1dRfVcD71jdcf84h+L53+u+AapUaOGWKZMGZ1z06dPF+vVq6dz7vXr1yIgPnr0SBRFUVy4cKGYP39+bXtsbKxoZmYmnj9/Xue6Xr16iR06dBBFURRPnjwpAuLu3bs/6bpjx45p2/fv3y8C2u+7cuXKYqdOnQyu8eXLl6JcLhffvn2rc75OnTri2LFjDV5z8OBBUaFQiL6+vtpzR48eFQFx165dBq8RRVH85ZdfxHLlymk/d+vWTWzevLlOn8GDB4s1atQQRVEUw8PDRSMjI3Hbtm3a9tDQUNHMzEwcPHhwquUvWbKkOGXKlCTl+pjP/b1KSEikTHLPjPSe401HOzG8u0Oyx5uOdiIgvn79WgwLC9MesbGxBsfOmzev+Ntvv+mcmz59ulikSBFRFEXx6dOnIiDeuHFDp0/16tXFQYMGpdsapQ31dKDvwOE0rbqW74uJOr4Z760YB1ZnnC9GuXLldD7funWLkydPGnwTfvr0qcGkRt7e3kRHR1O3rm5Wxfj4eMqUKaNzrnz58p90XalSpbT/fl92OyAgAFdXV27evEnv3r0Nru/OnTuo1Wo9uePi4rC3N1w98tGjR+TLl0+n3PR/LSPv2bJlC0uWLOHp06dERkaiUqnSZCJ+9uwZCQkJOmNbW1tTpEiRNMk/aNAg+vXrx5EjR/Dy8qJ169Y635eEhMSXTaocP//fbmVllar7VHR0NLKPqqrJ5XI0mkQPUnd3d5ydnTl+/Lg2ujA8PJxLly7Rr1+/T1iFYSQlIx3Q+mbcW0G7Eh/CfhJ9MQZlaPnujyMUIiMjadq0KXPmzNHr+/7h/jGRkZFA4rZFnjx5dNo+lv2/86Xluv9Wb3xfo+L9jz25PAiRkZHI5XKuXbuGXK6bWPdzthQuXLhAp06dmDp1KvXr18fa2prNmzczf/58bR+ZTKYTUw7o+GykhtTI/8MPP1C/fn3279/PkSNHmDVrFvPnz2fgwIGfuLqvG5VKhUwm07vBSkhkVwS5DEGe/O9VSGNe8aZNmzJz5kxcXV0pXrw4N27cYMGCBdqtakEQGDJkCDNmzKBw4cLaEFYXFxc9X7TPQVIy0omPrRmZYcUwRNmyZdmxYwdubm6pjvwoVqwYJiYmvHr1iho1Ul+98lOv+5hSpUpx/PhxevTooddWpkwZ1Go1AQEBVKtWLVXjFSlShNevX+Pv7691avqvoyUkhnflz59fx1fj5cuXOn0cHR25e/euzrmbN29qFaYCBQpgZGTElStXcHV1BSAsLIzHjx9rM1CmVv58+fLRt29f+vbty9ixY1mxYoWkZKSRgwf2smTJNCCchHiRXM6FmDJ1MYULF85q0SQkkiUtlozU8uuvvzJx4kR++uknAgICcHFx4ccff2TSpEnaPqNGjSIqKoo+ffoQGhpK1apVOXToULrlyABJyUg3PrZmZIYVwxD9+/dnxYoVdOjQgVGjRmFnZ4e3tzebN29m5cqVem/TkOgAOWLECIYOHYpGo6Fq1aqEhYVx7tw5rKys6Natm8G5PvW6j5k8eTJ16tShYMGCtG/fHpVKxYEDB7TRH506daJr167Mnz+fMmXK8O7dO44fP06pUqW0MeD/pW7duhQsWJBu3boxd+5cIiIimDBhAvDBilK4cGFevXrF5s2bqVChAvv372fXrl0649SuXZtffvmF9evXU7lyZTZs2MDdu3e1W0GWlpZ069aNkSNHYmdnh5OTE5MnT0Ymk2nnSY38Q4YMoWHDhnh4eBASEsLJkycpWrRoqr47iUQ2bVrLvj0zWTjbFgsLOwBevvKld69GrFh1IFsrGiqVCrlcnmQVWokvH5mRDJlx8pYMmeHYgiSxtLRk0aJFLFq0KMk+giAwbdo0pk2blrbB04BkT0xH3keaxKsyNqIkOVxcXDh37hxqtZp69epRsmRJhgwZgo2NTbLm4+nTpzNx4kRmzZpF0aJFadCgAfv378fd3T3Z+T71uv9Ss2ZNtm3bxp49eyhdujS1a9fWJowBWLNmDV27dmX48OEUKVKEFi1a6FgPPkYul7N7924iIyOpUKECP/zwg9Zi8V5Db9asGUOHDmXAgAGULl2a8+fPM3HiRJ1x6tevz8SJExk1ahQVKlQgIiKCrl276vRZsGABlStXpkmTJnh5efHdd99RtGhRnTeBlORXq9X0799f+/15eHjwxx9/pPr7+9pJSEhg+bLZzJpqj4XFByU6v6spMyZbMG3q0CyULmn+WruC+t+Vok3NojT41oO+3duma+igRM7h/XZJSkdORBA/3nROhilTpjB16lSdc0WKFOHhw4cEBwczefJkjhw5wqtXr3B0dKRFixZMnz4da2vrVI3ft29fli1bxsKFC3XyDAQHBzNw4ED27t2LTCajdevWLF68OE178uHh4VhbWxMWFqbnNBMbG8vz589xd3f/bDPRwrkzOLlhIQ1/GE+/QcPSfH2Avx8atTrljv/H3tFJx99BwjDnzp2jatWqeHt7U7BgwQybJyoqijx58jB//nx69eqVIXOk5+/1S+Ds2bPs3dWHgf0M32e69Qni2PFH2cpSMGvqOKJubWFCXSUmRokPjxuvYhhxSMHWA2ekLLzZgOSeGek9x7tBebAySV6JCI/T4LjkbYbKkxGkebukePHiHDt27MMA/9/39/HxwcfHh3nz5lGsWDFevnxJ37598fHx0UnOlBS7du3i4sWLuLi46LV16tQJX19fjh49SkJCAj169KBPnz5s2rQpreJnOH0HDufo0WOfbMUICQ7CUZGAIhVK65uoRCVDQp9du3ZhYWFB4cKF8fb2ZvDgwXz33XfprmDcuHGDhw8fUrFiRcLCwrRmx/dpeiUynri4OExNk35XUqTRYS6jCQwM5NKRrezsbqaj+JRxVTKuehS/zv+ZqbMWZKGEEpmOXEg8UuqTA0mzkqFQKHRCA99TokQJduzYof1csGBBZs6cSefOnVGpVMk6Ib59+5aBAwdy+PBhvT32Bw8ecOjQIa5cuaINn/z1119p1KgR8+bNM6iUZCVKpZIDR0998vW58+Qj3PcFLim8oEbGa7CysZGsGEkQERHB6NGjefXqFQ4ODnh5eelEjqQn8+bN49GjRxgbG1OuXDnOnJHeRDOTChUqMG+uSG99v2HCwlUYGdtnKyvG/n17aFNcZVCm2kXMmLf2SBZIJZGVZITjZ3YhzUrGkydPcHFxwdTUlMqVKzNr1qwk98bfm3WSUzA0Gg1dunRh5MiRFC9eXK/9woUL2NjY6ORn8PLyQiaTcenSJZ30018CVlZW+PsoUGkSUCSTy94/Toaba54k2792unbtquc/kRGUKVOGa9euZfg8EkljZWVF6bL1+HvrcTq0/WBGTkjQMGVGKEOH/Z7qsQ7u/YeLp4+nun+l6rVp1KxFWsQlLjYGKyPDlhdBEJALafTwk8jxZEQIa3YhTUpGpUqVWLt2LUWKFMHX15epU6dSrVo17t69i6WlpU7fwMBApk+fTp8+fZIdc86cOSgUCm3p2Y/x8/PDyUl3S0ChUGBnZ5esk1RcXJxOTvfw8PCUlpdtyOWSlwDfF7iYGW6PjNegtJCsGBIS75k5cxETJw6jZ9+DVCwvIzpG4PpNkQEDp1GnTr1Uj+Pv70fQ6Y10LpzyHX2Ttxr/IsXSLGutOvWYvXMRLcrotz3wjSVPASkR21eHLBXbJSkVUMumpEnJaNiwofbfpUqVolKlSuTPn5+tW7fqOLmFh4fTuHFjihUrxpQpU5Ic79q1ayxevJjr16+nuzlz1qxZek6qKZEGH9gMJSVrhmTF+LrJLr/T7IRMJmPmzEVEREzn+vXrmJqa8suC8gZDtpOjc/derP99PkXtIjFRJH1PileL3H1gw4IeP6RZ1sKFC6O29eTgvYc0LP4hEV1krJqR+1TMWzs9zWNK5GwEYxmCcfK/1bSWes8ufFZMjI2NDR4eHnh7e2vPRURE0KBBAywtLdm1a1eyb9tnzpzRppZWKBQoFApevnzJ8OHDtdVBnZ2dCQgI0LlOpVIRHBxs0DfkPWPHjiUsLEx7vH79Osm+72WMjo5OzbIzhVwueQmI1b/JJVoxrCQrxlfM+9+p9BvQx9LSkho1alCpUqU0KxiQaCXt2n84672TV+TWe0PX/sNSnfDuY5au28be0HJ8vy6G+SdjGLUvllYbBcb8slrKkfIV8t4nI6UjJ/JZybgiIyN5+vQpXbp0ARItGPXr18fExIQ9e/akGF7XpUsXnVr2kJiboEuXLtrsj5UrVyY0NJRr165p63ScOHECjUZDpUqVkhzbxMQk1Ymw5HI5NjY2WmXGzMwsyx3FjI2NiVTLiIxX6VgzfGIE8jjZExsbm4XSSWQFoigSHR1NQEAANjY2n/QQlUiZzt17Ue/3+XQtZNiaEa8W2elnwZHuabdivMfU1JQ/12zm3bt33Lt3DxsbG+Z+802W33cksggpuiSRESNG0LRpU/Lnz4+Pjw+TJ09GLpfToUMHwsPDqVevHtHR0WzYsEFb6x4S0zO/vyF6enoya9YsWrZsib29vV6RKyMjI5ydnbVFpt4nKOrduzdLly4lISGBAQMG0L59+3SNLHlvFfnYapKVxMYlcNc/EJv/60pxKpEYuRnimzdZK5hElmJjY5OsFe9L4fbt2yycMY6AN89Ri1ChWl2GjJ6YZGG89EJrzdg+hd6e+jf29d5QomJ1Wtb6Fk1MBBgpadWtDz369E1zvRRHR0dq1qyZTpJL5FRS5/iZM7dJ06RkvHnzhg4dOhAUFISjoyNVq1bl4sWLODo6curUKS5dugRAoUKFdK57/vy5dvvj0aNHhIWFpUnIjRs3MmDAAOrUqaNNxrVkyZI0jZESgiCQO3dunJyc0lwEKyP5sVNrpnm8w9ZUxqBLcn5euQ07O7usFksiizAyMvoqLBjHjhxiyYS+zPeSUfBbY0RR5OTTXbRpcJjN+0/rOYOnN0lZM+LVIivvxlA/dC/LC6uxNJYRqwpm7eYp9Dh6kLXb90jWCIm08wU7fqYp42dOJjOyt2UEJ08c5+C0HtRzjuOIQ3Pm/rY8q0WSkMhQNBoNdSsVY8/3GpRGum93l1/FsCmqOktW/JWucwYEBHD58mXMzMyoVq0aRkZGrF25jIjtU+jt+UGG5Q/U7HwSx77a+v4wM+/LqTV5DfXqN0hX2SSyhszM+Bk63xMrZfIvD+ExamyGP8xxz7CcmQz9K6JW7TrcUzsx664xIyfPzGpxJCQynMuXL1PZOUFPwQCo6KrkwY2L6TZXfHw8A3t35qdWVXj990Au/9mbhpWLsWXTejp378Uuf0viVInvYfFqkdX345lQzPB7WS+3eP76Y1G6ySbxFWEkS92RA5GqsOYAxv68gLPHD+Po6JjVokjkEFQqFadPnyYoKIjSpUvj4eGR1SKlmtDQUHIp1YDh6BlThYgoiumyLTG8f0+qCxf4vv0HJ/XhVUV+WDYJR6fcOr4Z670hl6s7uc1fGBzLwVRG2NuQz5ZJ4itELks8ku2TMzcdcqZq9JVRtVp1xkyRrBgSqePA/gMUL1KCvh0HMvqHSTSp04I6Nb0ICckZD8DSpUtzxsfw+09UnAaVwiJdFIyAgAB8H1zk+1K6UXAKucD8Rib8Omey1poREa9hp58F7br9wKlAw7fN035qKlat8dlySXyFvI8uSenIgUhKhkSmEhgYyJzFi+k7ejSr1q+XQnHTmfv37zPgx8GYhthhobLDxsgB82g73t4MommjZlktXqpwdnbG2u0bjjzR/W2IosjkU/H8MGh0usxz+fJlauWLN9hmb64gISJQG2nS4kAUXfsPo2PXHmwNsMYvWrdScni8hiWvLOk9aHi6yCbxlSFLhYKRQx0/JSVDItNYvXEj5b7/nvnAzooVGf/iBcVq1+bSlStZLdoXw+QJUzCJtEQm6P5pK+XmBLwK5koO+a6XrNjA34HF+WGvinkng2i51Y9SqwJJcK9Dqzbtdfp6e3vT44fW1K5fjNr1i9Hjh9Y8efIkxTliY2PxDU1ayY1TJaZY7Ny9F57Vm9C5+w+YmpqyYscBfnyUi5kPFOx9EceixzI63rRh5oq/yZUr1+ctXOLr5Au2ZEg+GRKZwr1795i8cSPqRYsweh+C6eFBTJ06dBgyhHvHjqFUKpMfRCJFHj96gqnc3GCbJkLg2JFjVKhQIZOlSjtKpZKVm3bTskND3tg9o/I4K8oZybiz6yINWtZgx4YDWFhYcOvWLQYMa82gGaa4F0lc94vHj+jVryFL5m2ndOnSSc5x6eJl9l2PZnIDEcVHN/Cbb2IRTG2AxLwZq9Zv0rZ5eHhw7Oo9zpw5w+MH96jgVoCxXl5fRWixRAYhS4WlIodaMiQlQ0IHf39/5s+ezK1rZ1HIwN7ZjRHjfqZUqc8r2jTjt9+I69Xrg4Lxf2RWVkQ3bMiGLVvo3b37Z80hAXK5DE0STpGiTIONrc0njXvixAnepiEJXOUqVfTy5aSVKT+Pw61lABU75NWecytrwaN/I/hpaA/Wr9jGmAl9mfiHBXaOH5xE3TyUTPxDwdjh/Ti490KS41+6cAl1XG5ar/RlTedc2Jkn/jZvvYml/Wp/CpTxTPJaQRCoXr061atX/6w1SkgAiHIBMQVLRUrt2RVJyZDQ4uPjQ6dWdZjSVs7M+onOdc/93jJ8UCuGTPyT2nXqfvLYj54/xyiJCAdN8eJcOneO3p88usR72rT7nlXzNmIp2OicF0URwUpF23ZtP2nczav/wOntCUrkMk6x7+pb8TjO/+uzlAyVSsWxM/v4aYKDXluR6pacWXyXJ0+eoFAGY+eonzPA1sEIY/MQAgICkkzc5eDoQCBRPHplQuVf3mKl1BCvFomNU6KKz4e7u9sny5+Z+Pj4sHT5Qq7fvIijgxM9uw2hatWqUlKwHIRoJENMIURVNJKiSyRyOFPGDWZ+NyO+K26pvUG5O5uyYagdP08a+lnVPx1sbFC/e2ewTXz7FrfcuT95bIkPDBoyCBs3JZHqMO3/l1qjItI4iO4/dP3klNzjZszDO86GNiUtkj3qFlIi2OajfsNGn7WO0NBQbPLKknxQ5i5pxKNHj7CySXqLwspGRkRERJLtQ4cPIUEZhZnCBnOxOOroksjjSmFOYWRWGgYOHvBZa8gMjp84Sruu1XAut4+xK6JpNugJy7f0YsCQnlK13pyELJVHDiSHii2R3oiiyIsntyhVQH8/38xUTjl3DTdu3EjTmD4+Phw6dIhLly4xvGdP5H//rT+vRoNy5076/L/IXk4kPDycgICAbHFTNzc359SZkzTvWZ94h1BibUNQFoC5f/zMhEkTPnlcNzc3rAqU5bZfXLL9llwXGTJ+5me/RVtaWhIRoE6yPfi5ipIlS/Lqidrg9y6KIi8eqXF1dU1yjKpVq1K5TkUi5EGoNSoAVJoEIowCafp9o2xfDTU2NpYJU39ixnprylWzQGEkw8XVhAEzrEkwPcfuf3ZmtYgSqUSUf9gySfrIaik/DUnJkABArVajNE76weBgRaprzkRGRtKjfTNGdKiB9/p+7Pm5E3MnDKZUWBj8+ivqwEAAEp4/Rz5hAuO6ds3wWhQZwa3bt6jbqgYNen1H29F1qVj3G1atz/q07xYWFsxbMI/7j+/xwPsel65dpFWrVp897rgZ85hzLeny8qExai6GWtOgUePPnsvExASPfN/w7EqkXtu7F7HIoxzInz8/zZp2ZstS/T7blkfSpHFHjIySllcQBNb9tZYZiydj6aFAkysS22KmLFwxj4WLF2r7RUVFMXL4SIp5FMezYDHKl6nAypWrePLkCdHR0Z+91k9l1+4d1GohYGqm//Rp08+cNesXZb5QEp+GIHxw/kzqyKHbX5JPhgSQ6EEfq1ESE6dBaaKve55/pKFnKp0/e3dqSR/3Z9Ssagok7uFHxmlov/kyU/pOZMvSpQSHhVEgXz4mzZz52U6lWcGDBw/oMaItjf5ywzJXAQDUKg3bJv5J8JIgRg4am8USpj8frBmXKOVsoteeGivGq1eviIiIoGDBgpiamibZD2D+z3/QrH0dSncNoez31sgVArf3h3F2iYqtq7cCMGLoBMZPDGJct4N8W0+NAFw4IqNsyfqMmjkpxTUJgkD7Du1p36G9wfaYmBhqVa9NyLMozAUbVGICT2IDGLR8IRandmD5LoKqnqVYOntehkdHxcfHc/XqVe3n0/8ex6JAHLcv6StZAP4B0emWGVUiYxFlAmIK0SMptWdXpAJpElq2/L2eK3tnMqurrc6Nae+lCI6/Lc1vyzakOMbdu3f5Y3gLfm+q/xC65xvLb2/KsXTd1nSVOyto3a0phabEYOeuu70kiiI7Gj3l9I4rmJmZZZF0GceLFy8Y07E2GxvrKqKhMWo6nrDm0LkbBh9qFy9e5KcfBxAVEo0gyogVoyn2TTH69P6BBg0aJKlwREdHs/avlew6uBmNRkO9Gk3o07M/tra2Ov2CgoI4ceIEoihSp06ddCsHv2D+Av6YuQpLwRa1qOKphQ9WG8Zg5JFP20d14gYeO65ycvs/GfpA9/X1pUrZYvSpnFiFOT4hAbUmBiMDFkiVWuSP0+H4BUfj7+/PogWLU72dZ21t9Vlba18KmVkg7d0/FbAyT/6dPzxKhWPzKznuGSZZMiS0tOvQFZ83r2j+83palAcLUzh4S4apYwl+W7YqVWOcPnGYxgXiAX0lo3huU96cfpDOUmcNr989p6J7Qb3zgiCQt56Ss2fPUq9evSyQLGNJypqx5AYMGT/D4EP2wYMHdGzTGfNIB0wEK14q/dCUzMelpsW5dPMA1ovmMOnHAXTv0EnvWjMzM376cRA//TgoSZl8fHxYtHAxt27cwr2AO6VLl043JWPThs2YYw1AkCwE5ei2OgoGgKJ2GZ5ffMDFixepXLlyusxriNy5c1O/Xl3q2V+mTF5TEmu7GFZk110Lo0PHzsjlcoyNjflr3QYs4/UjdT5GpUnApqBSUjIyGY2RgMYoeQU1pfbsiuSTIaHD0JET+HvvFawrTUNVZBwz/jjMirXbMTHRVxoMYao0JyJe/49BrRFRqzWoxZz5h6JHMsuQKRJ9XL5EAgICaN/zJ2Zf/fB+Ehqj5mJI0r4Yo0eMwTTCGoVMwUulHya//YTNmjGYNa+O2Y/Nif9rLBN2rufM2bNplmf7tu1Uq1SD3csP4nMtlJNbztOwVhPmzJr7yWv8L2qVWps9NVwZi7LZdwb7xTWpxF97M97Rcuy0X5hzKXkPQLVG5LdLCcxd+DsADg4OtGzVAkEAc4VlsofCEhYuXpDh65DQRZSl7siJ5FCxJTISa2tr2rVrT9du3cmfP3+arm3WojVbHhhpTbMbb4RRZ+0rGu54S5V1r4lWJCb8yuk4WeUh3MdwSurXR2L57jvDD6OcyuPHj2lRqzIDG1Rg1/ju3H0ZpI00Sc6KAfDkkTcmciWx6mg037hi8m1xnXZBIUczvjOTFs9Lk0xBQUGMHjYGyyhHzBVWKGQKzBSWWMY4svzXldy6devTFvsfSpYqTrTqvc+DAEltOWTSrnP+/PmxK1SOG2+SToe++XYs3X4aqbMFNW3mVDTWydcJStDEY5fHmho1pCJvmY2kZEhIpBJHR0cqNWjH+COxTD8RyL8mKmbv8mDedg9WHC5K34kqWretRVBQUFaL+llMHTmTw31fEhep0p4TRZFLC33wqtAoR+2ZpoSPjw8/tqrPLLuHrCgRxczC0Wz+Vs7kI8EpWjEArdUnShOJcQvDypc8lx2+kamLXnrP8qXLkUWYInxUp0UQBIyjLZg1c3aaxjPEpKmTUFlFoRbVWMWYELPnnMF+Jvsu07VZ68+eLzUkZ81Qa0TW3jOmz0+Ddc47ODhQt4EX0eqk84bEKyOZM+/zvzOJtCMpGRISaWDMpJkUaDyc3W/i+GlKXkxMP/zMin1jTtdBGhYuztml68uVLc8vI/7kYGtfjvR7xekxb9hWz5syqkbMnDgnq8VLVxbPmsq4vMHkMf/wYMtvIcdBpqHHjne0/2FAsg6PJb8pQYwqGrkoR/Q1rFyKGg2CyvAWk1qtJigoiLg43Rwd9+7exwjDDqMmMiXPnz1PaWkpUqhQIZavXUa8XSimMoia8zcJj17p9FEdu0ZB32gqVar02fOlhuSsGVvuxNG80w8GHWmTs2ZIVoysRSOARpbCkUN3miXHT4kMwdjMjO+7Oxh8+FSsZsHmZceyQKr0pVb1Wlyofp1nz54RFRVFkWlFMDZOOe12TuPWhTOMK6p/qxha1JQfzkcSFRqa7PWz586ibq36mIZZ4r/xOGa9miB8VMMm4eR1GletqXNOrVYzd8pEDm3/G2e5imC1QL7iZZn1+zKsra0pWqwolw7ewMSAohGnicHTvYje+djYWI4dO0ZUVBSVKlXCzc0txfXXqVOb+4//XxDt8WP+WvQPb1RRkNse4YUfXiXK8seGLZkaKjp22i+M7FibzR/KuqDWiKy5a8T+ZYMNXvPemnF8y1nM5JY6bfHKSObOX5qRIkskQ2osFTnVkiEpGRIZQlxcLMokIjgFQUAu/3IipwsUKJDVImQwhh+e+S3kDCuqJDCF+P0CBQqw79Ae+vbuR8jzIEJ7/ozVvAHIHW0RRZGEU9dxWn2Mibv26VzXt1M7ijw8xnrnOARBIDBeZOjJQxRx88DR0RmZsUC4LAxz0Upny0QUReLNIhkzfrTOeBtWr2DNwp+pbxOBrSyB8XOtUbiV4s+/tqYYbiyTyahRowY1atSgd+/ehIeHExQUhLOzc5ZUD/5gzXgfafLeitEv2fwj02ZO5eih7yDyg5KRoInHPq+NVOwtC3lvrUipT04kh4otkd2pVdOLC8cN7xu/8I4lbx7DxdIksh9lq9bkwjv9rQxRFFnlo8TP34cVy34n8P+ZXA1RtGhRTp89xeMHd1j/0xgKTd2KWc9fsOwyh86PEzi7ax/W1tba/g8ePCDmznna2sUjCAJhCSIdboKfyhN3s5JYRDmiDLZDrlbwRuVNpCoMlUZFtCqCCOU7eg/opVPm/cSxoxz+dTI7ykbQr5BA+wLGLC0VQ6voC/TvZjgRV3JYWVnh7u6eJQrGe/7rm/HeivGxL8bHGPLNkHwxsh6NAtQpHJocahLIoWJLZHcKFy6MAg/On3hKldofElZFR6pZMjWaXxdMz0LpJNLCoDETae91kF/NQshvkfhQC4pV0/5CLBWL21JT2EPQfZGe6xdSp1VPBg8fl+RYVlZWtGrRglYtWiQ75+5Nf9HEOAhInG/pKxG1UABLhYW2jyDIyKXIT6ipH/Wa1cD7iTfuBcowbMRQPD6q+Ltk5kQWecYhl+m+V9V2lvH3rVu8evUq2Ton2ZH/WjMeBJGiFeM9/7VmSFaM7IEoExFlyVt3U2rPrkiWDIkMY9XyrVw/UZIxP4SzaVkEv8+IZHTPOCaNXUmxYsWyWryvApVK9dmF25ydnVm95xjTIkvR/bY5Ix+Z0+iciqV987OkizO1i1vSpqIVu/tZ4n1qFfv37gESc2qMmDSFMl4NKevVkMmz5hCagv+GVu6EBP6be+hUsICFka3BvrIIY4oU8eDwsUMsXf6nnoIBkBAaiL2p4dtdTYswLl++nCq5shtjp/3CzxdkqbJivOe/1gzJipE9SNHpMxXbKYZ4+/YtnTt3xt7eHqVSScmSJXVS04uiyKRJk8idOzdKpRIvLy+ePHmSjiuTLBkSGYhSqWTFsi0EBARw9+5dbGxsKFOmjFRLIRPYsuEvVsyfjXFMOLGijPzFSzF9yZ/kzZs35YsNUKBAAbYdOU1oaChXr15Ftqg/pd0++DGER6t5ExLP0NomDPt1FkWKFqNBl17Efd8f0wk/gkbDmkvH2dq4OSe2byZ37tzJztegdVtW7fuLCoQDICIk/bsRBWJiYpIdL14UkqzjEawxxt3S0sBV2Z/8+fPjWKQiNUuVTZUV4z3TZk5l/94KuOTNLVkxsgEZ4ZMREhLCd999R61atTh48CCOjo48efJEJyX/3LlzWbJkCevWrcPd3Z2JEydSv3597t+/n6bfU3JISoZEhuPk5ETt2rWzWoyvhkWzZ/Jg3UKW2EViapn4UH388ggd6lZn64lzKT7gk8PGxgZ/f3+q5o8HzImMVTNwpw/e8WqcPM0Ieh7Lm1e+dOg3EPWwBSid8iReKJdjWqUe0bnz03v4aPZtWm9w/JCQEF69ekX+/PkJyOXB2bDrVLXSUMxCw53oSMz+s13yHrm1SJNmTZKV+5sqNbj4cgeVnXRveSqNyLEwS0bUqpWm70GlUvHy5UvMzMw+6/tMD35buQG5PG11wB0cHOjVuwd1G9TNIKkk0oJGJqJJYTskpfaPmTNnDvny5WPNmjXac+7u7tp/i6LIokWLmDBhAs2bNwdg/fr15MqVi927d9O+fdp9lQwhbZdISHxBREREsG/NMkY5RGIq//DW7mEuY6jJW+ZO/PzqsI6OjryNUKDRiLRa/QqXES78cLgUzRYXoseeErT505UnUXEYvVcw/oOJexEe+L3TK5EeFhZGi2atqFSmMu0ad6JqhRqEqow47FqLfn4OWFtbEBD3FJVGpXNdtBhBgaL5KV5cN4vox4yZNptZPrk455+g3T4KiNHw0y0T+o6ZmurQY1EU+eW3+ZSpX46Oi3vQdGxLKjf6jgsXL6Tq+oxAoVB8knVw0tRJGVprRSL1pCVPRnh4uM7xcf6Y9+zZs4fy5cvTpk0bnJycKFOmDCtWrNC2P3/+HD8/P7y8vLTnrK2tqVSpEhcupN/vWVIyJCS+II4ePUpteZDBh05pKxm3L6a9PsjH1K5dm0MPBQ7eCseuphUeNXR9JcxtjTDJny+Jq0Fm40h4eLj2s1qtpm7tejw68xzzCAeUMTaYR9rjeyuEq/efs+LYRX7aeJj12zYhyxNHtFkI0cahRFkGku8bJ9RqNSWKlKSEZymGDRlOSEiI3pwODg5sO3qWUwXb0/qWHe1v2TA6qBg/LdlE205dUr32yXOmsit0P6UP1aTIwrIUW/Ut+f8qxQ/TfuTmzZupHkdC4r+oFGKqDoB8+fJhbW2tPWbNmmVwzGfPnvHnn39SuHBhDh8+TL9+/Rg0aBDr1q0DwM/PD4BcuXLpXJcrVy5tW3ogbZdISHxBxMbEoBRVJPX+IOfzPdQVCgWjpy5g2MiudNqiX4nWwd0UwfeuzjkxIZ6IozuJ2vc34itvpk2xZOz4MeTLl48DBw4Q8iYSC5musmIqNyPyXTy7du6m/4CfKFeuHE2aNOHBgwcEBQXh/eQp0yfORBllg7HcGlEU2bvmCEcOH+Hfc6exs7PTlcvBgdm/fnrCqcjISHb/+w+l9+pmxTS2McHzzwqMHzeB/Rv3JXG1hETSaISUM3q+b3/9+rVO2YKkildqNBrKly/Pzz//DECZMmW4e/cuS5cupVu3bukid2qQLBkSEv/h7t27LF+xkm3btuuZ9HMC1WvU4IzgaLDtTawGe9f0SRxWv2ETynxbG1Gj36a0VFDAI4qoc4cA0MTF4je4LYrly3D3lVHIyJNjf5+l5ne1OXfuHJs3bsEozrCTmZloyZa/t2g/C4JAsWLF+Pbbb5k1YzaWMY4Yy020bRYKa+J8BMaPTf9S5efOncOqruFy6eZ5LXkd/Dbd58xo7t+/z8zJk/l5yhQePHiQ1eJ8tSRuiYgpHIl9raysdI6klIzcuXPrRfEVLVqUV68S0+I7OzsD+gUr/f39tW3pgaRkSEiQ6HBYu24LOvaYxe8bwpix+CZlKzRgzdqNWS1amsibNy8Opb7lUJiukTJWLTIrxI5RM9OnBDrAD50HcGOL4agOz7IKbPevQvXnRILmjcb+TTiOMnvkghxBEBJLi0fa07tHH2RyGWISFhZRFFEo9A2u//77L2KkTFuG/b+Yyy05deL05y3uIxmWLl3M6FE/EpsDFU9DJCQk0LZJE/rWrs29GTO4O306fWrVol3TpiQkJGS1eF8dYirCV9OaVvy7777j0aNHOuceP36srazt7u6Os7Mzx48f17aHh4dz6dKldPXVkZQMCQmgdZvuxBi1wdlzJLlc65DL/XvylV7InIVbOXPm8/0YMpPf1m/iYdkW/BTgwKpgJfOCrfgpzJXhv62hTJky6TZPjRo1iH7gyJ2DutVTX1yL5NEOI64cO8LOMf0xuXkWG7l+jgu5oEAVAeUqlEWtNFy4K0YeQdfu+j4ToaGhqOMNKyaCICBq0i9x0dAhP+D3cil/r3Qg5tRzg3lHol6Fk98haT+U7MaoQYMQT5ygWlAg7jIBd5lA9aBA1CeOM2bIkKwW76tDI4ipOtLC0KFDuXjxIj///DPe3t5s2rSJ5cuX079/fyDx72TIkCHMmDGDPXv2cOfOHbp27YqLiwstUkiWlxYknwyJr547d+7wLsyC3J66EQqCTI5Tof5Mm7GQo4erZpF0acfY2Jgla/4iJCSEW7duYWVllSH5SQRBYMeGA4yaMIhlv57Fzl1B6BsV7rmKs3fLcpRKJaVLl8bG0hoh1PDcCVFqXFxcyOPhjM/dQMz4sNcco4nE0tWUDh076F1Xvnx5FFZAlP6YKo0KGztr/YZP4MmTJ/j7nmPUjEQlqVF5U/6dep7CEysjkye+o8UFx/Kg31U2z92QLnNmNLGxsZw+cICGCfF6bR5xcRzat4+4BQuSNMNLpD9qWeKRUp+0UKFCBXbt2sXYsWOZNm0a7u7uLFq0iE6dOmn7jBo1iqioKPr06UNoaChVq1bl0KFD6ZYjAyQlQ0KCCxcvITMra7DN1MwJ/xfhBtuyO7a2ttSsWVPn3IsXL1iy+A+uXLmBnZ0tAwb2wcurzicrIEqlkl/nryA2NpZ3795hZ2eHubm5Th9zCzNUIWpkgn4uByMrGcWLF+fg4QMMGTSUE0dPItPIUQsqylcqx9Llfxp82FlYWBCdEIpGJcdSYaM9L4oi0aYhzJ68IM1rEUWRPbt38tfvC4mJDMPCxg6rvHlo3fTD3X1Idycstway2WszyiL2BL2NJ688D2unr6RUqVJpnjMrePv2LTbx+goGJCqONgnxvH379iso/Jd9yKgCaU2aNKFJk6RzyAiCwLRp05g2bVraB08lkpIh8dVja2MD6hcG20RRg4B+cTBDxMTEcOTIEcLDw6hcuQqCIODv74+HhwcODokOg6GhocydPZd9ew+ARqSQRyGm/zwtxTwPn8urV6/o3rs9Ny6/JK9TA6wtvfB7FcHg/gsoVmoNW7f+hUz26bunpqam5MtneLtg0NCBTB89G0uVvc75WHU0jnnttGtfuvxPEhISCA4OxsbGJsk3aVEU6dSxEb8utGfJb/68fvYOdYQtyFUExwcwYvBIGjdpnOY1jOjXC6O7B1nkocHOVEZAtD/dzt6kdaMPNU3CwtW0qmdDj+8d8PGNY9x0E46f/DfNc2Ultra2RCWTvCtSJtfJCimR8STIRRJSqEydUnt2RVIyJL56GjduxMQpSxDzt0SQ6d58g33+pWnjOimOsf6vlaxYM4eqDRLN0ZPnhuFc1AK3Una8na/G1bY4MyctoHGDJsS+FTGXWyEIAg98n9O0fguWrvqdevXrZcj6/P39ad3FC5834RQtMACFPNEUamJsg4lxbR7cucCqVWvp3btnhszftVtXrl29zsF/DqMOlRGniQbTeCwcrdix+4BOXyMjI724/Y85ceI4JYqFU6G8DX+tteTZ8xguXYnAwkKOhXkeHj0LSrOMFy5cIPbWYaaXgfeuak5mckZ5yNm7P5iQMDWz5/oSFa4ABEzM42na2Joq37VO81xZjZ2dHXYF3An188XmIwtWiCjiUKCApGRkMhpSEcKaKZKkP4L4udWTcgjh4eFYW1sTFhamE2MsIQGwZu1G5izcilOh/piaOSGKGoJ9/kWI3MOpE3uwsNBPZ/2ekyePs2RFH8YtsiUkUMXIn57zw99Fsc71IYvko38j2NAjEJNgW8wVur8/jagm3j6ce4/ufJY1ISlGjh+Ej8U/XFlbFGdrL712tTqeBNlhLl9Jv4gMQyxa/Atr182jWStzcjnLuXJBTkhQLtas3qWX0yI5JkwYTOVyJ/impP7/iSiK9Bmo5uChK2mSrW+n1vTnXwpa6753iaJIpT0hhMZZYKfxQP7/LR+NqOZN7BPmLJrND31+SNNcmYUoipw5c4ZLZ09gaWNH6zYdcHRMDG9+8eIFLWrVotib17j9/xHwQibjQd687D55ShuB8DWTGc+M93Mcf1kGc6vkU8NHhaupk/9GjnuGSdElEhJAj+6dWPn7KEyjluN/fyTvHoygcbXoFBUMgIW/TmXAZEvkcoGt697RaIIrUSEqdgx6yrKG99jW1xultUB4aJieggEgE+RoouDixYsZsraL105jZKLASGO4xoZcbkxcrMpgW3px7txZ/j27jL9356dzD0fqNrRj3DRruv0YTI+eLdM0lpmZJVFRhrewHnvH8Pb1GxrULUW9OqUYPfKnVGUvDAzwJ4+5/k1eEATUMXIdBQMS/8/ymnqwaMHiz65ymxEEBATQpE4ljvzemwrRG3F4vIQfWlZm0byZALi5uXH08mXcBw/hlGdRTnkWpcDgIRy9fEVSMLKA98m4UjpyItJ2iUS2QBRFzp8/z9/bVxAbF0uDOq1o0byVwRwJGUXVqt9x5NB3ab4uOjYQW4dEZ8e7t6IpU9icO7N8mNwqD6UamfHoTQzTx70muQg0dZxoMB12eiAIIt6XIgmPfI69rb7vh0odi7lF+nmTG2LR4ikMHZOoiP2XEqXMsLH35/bt26l2nGzTphsTx22jyre65+/ei2LS1Bf8Os2d4kXMEUWRyzf/pd33NVm34RBubm5Jjlm6YhXO33lI7bxGOuffxWiIjDfFwURfAZEJMuKiNTx79oyCBfUzn2YlP3Ztxex6EZTI98EJt1V5kcFbVnPAsxSNmjTF0dGRmfPmwbx5WSipBIBaSDxS6pMTkSwZElmOSqWifZem/LGzJ6U6X6P6oAecfjGJWvXL6WWjy46o4gXt22x8rAbvvwLZOaIwZQqZI5cLFMtvxqbBBZFpVKhFw2/gMnMN33zzTYbIV6JIOZ6ciyY89BHxCRF67a98jtK+fYsMmfs94eH+5HI2XISsUhUNly6fT/VYhQsXxiVvdZatCiU+PnGnWhRFpkx/wYYlRSheJPHBKggClcpYMXeskvFjf0p2zB8GDmPRM3OiE3Q1wdA4DTHJufWLAmp16hyDM4vbt2+T1+QdJfIpdc4LgsDUpuas+NVwrQuJrCPF4mipiD7JrqRJ7ClTpiAIgs7h6ekJQHBwMAMHDqRIkSIolUpcXV0ZNGgQYWFhKY7p6emJubk5tra2eHl5cenSJZ0+bm5uevPOnj07jUuVyK7M+mUK7rWe0m2GNW7FlDjnN6HpT1Z0/UVDnwH6ORKyG5UreXHlTCQAdkoZoxo7I5PpvnYIgsDw750ITHijZ16P0UTgWbIIefPmzRD5RgyaSFyIHBeT3Nx/uAK/gIvExYUSEfmaR95/ERPhTdFinhky93tUKgG12rApJyhQwNbG3mBbUsxfsJx87j/Re0AMP/wUTJsu78jjbIWdjZFe34L5lYQGPSMmxnB2UkhMsTxhyWq+v6Bk1RMNZ3ziWfpIZOBtS0ytlWgM5E8XRRFMNRQqVChNsmc0t27e5DtXwyGqtuYKVDGhmSuQRIokyFJ35ETSbIsuXrw4x44d+zDA/83ZPj4++Pj4MG/ePIoVK8bLly/p27cvPj4+bN++PcnxPDw8+O233yhQoAAxMTEsXLiQevXq4e3trXVSApg2bRq9e/fWfra0tEyr6BLZlINHtzNpr/7/Z/6iStSmPrx69QpXV1cDV2YPRo2YQvPWJ9FoIrC2kFMkr9Jgv0Etc7Hx7Dui4gJRhybWbjaygfyF87FpS8alLy9QoAB29vaYRCpxV+YnJPAuz99dRYYMW4UNoq017u7uGTY/gFed5pw8ug2vBrpJstRqkWOHNAzfn7aQU0EQ6NNnIH36DEQURW7evMnGlZ2T7G9tJSM6Ohql0vD/DUDN2nU4dPUB/+zcwe2nj7F2dEa2bSnfeARx67Q3DmIhhP+nMRdFkQiTIMaOHJEhzrqfg6OTE3fDDTsRqjUi8WnN6iSR4agFAXUKuWpSas+upFnJUCgUBounlChRgh07dmg/FyxYkJkzZ9K5c2dUKlWSe+sdO3bU+bxgwQJWrVrF7du3qVPnQ+igpaVluhZtkcgexMfHo7QS9d783+NaXODZs2fZWsmwtbXlnx2nmbdgGo/u/82NklG42OtvDdx8FkWTpg0YNX4Gu3ftJiI8Aq96XhmeIwOgXYe2bF+5DwussTf5UOQrTh2LjYtturyNH9q/h7MnDhtsS0hIYMvaUI7ueEeevEYIgkDeQqZcviKnd69xmJmZER0dzdWrV3FyctJaSA2hUqlYs2YNixcuJD4+hjp1GjJ67CjuPDS8baFWi/j4i6kKyzQ1NaVdx06IoohXvXKMnC2S1y03+7cGs2rBPYg1IzoSTK2UjB0/JltGltSpU4e5E2X0r6nB1FhXodh5NZLaDbO/dfBrIy1VWHMaaVYynjx5gouLC6amplSuXJlZs2Yl+QB4H2qTWue9+Ph4li9fjrW1td7+9OzZs5k+fTqurq507NiRoUOHJjtuXFwccXFx2s/h4ZmXtVEURRISEjAyMkr3VM5fGkZGRsREJH5nhr4rX2+RvN9nzDZCemJra8vM6QsZMmgcnVpUpm5ZDcZGH27warXI3F2xLFg1HDs7O3r2ypicFEkxdfpUrly+yssHbzGKNUMuyImVRWKUCzZv25kuc4SEhBJ8cTu9vtHfsgBoW0fB+1vOupuR/HPdirkLV1KhQkVq167Gtcs3MVOYo1KrEY00LFuxnNatdfNQxMbGUr5scRSKQLr3cMTG1phdO7ZTo9pGatf24p8jj2leT9cqtmxTGK2/754mi8OZM2fw+CaKvG6J0UCN29rRqI0tL5/G8c4/nkOb8tGnb580fDuZh5GREaOnLaD9jEHMbGZC8bxK4hI0bL4UyfbHDmzbNzarRZT4CE0qLBmaHPosSZOSUalSJdauXUuRIkXw9fVl6tSpVKtWjbt37+ptXwQGBjJ9+nT69En5D3Hfvn20b9+e6OhocufOzdGjR7UZEgEGDRpE2bJlsbOz4/z584wdOxZfX18WLEg6dfCsWbOYOnVqWpb32URFRTF9/AiunjmKlbFIWLyc+i3bM3zsZOTJZNj7mhEEgeqVG3D5wFEqNdYNFQ14HUd0QPq8ZWcWjo6ODB4zj2Yzh9O0rMjpx0Y89lETEaNhQJ9eWRaFYGxszJHjhzl69CjL/1xBdHQMzVv2oFv3bsluIaSFth06sXLRLDzsY1EaJf1AT1CL3Ilx5NSlOxgbG/NNqaIEv4nA3bhUoqIpB7WooleXH7CxsdGxaHbu1J4SJaOYNdtTq5R6edly7lwYE8afRKHw4ujZ2zSoLpKgEth/EjyLezFx0Kg0reXGrUuUqqDrQyIIAm6FTHErZMq2Fe/SNF5mU79hE1zdCrLkl6m8PvgQQWZE49YD2b7wx3StSyGRPnzJ0SWflYwrNDSU/Pnzs2DBAnr16qU9Hx4eTt26dbGzs2PPnj0YGRl+s3lPVFQUvr6+BAYGsmLFCk6cOMGlS5dwcnIy2H/16tX8+OOPREZGJpl62JAlI1++fBmWyCQhIYGWdavSr6Af9QsZIwgCGo3IX3fiOaMpzZot/6T7nF8KMTExtGxXlwLfvaNWRzNMzeVc2h/J8dUCm1YfSDd/gfj4eA4ePIC/71tKflOWb7/9NsMsTVNn/sKqXedxbjgdc+diRPncJezfWfzUvjaD+/dOeYBMJDAwkAF9+nD82Ek0GpF8+fPx27I/qVo17UXh/t6wHt/tExhUNum/+T8uR7HymSNXblzl+vXrNGnYgHyyEnr/FwmaeOLtQnn89LH2nLubFfsPFMHMTF9p79L5CeMnbMTT05OjRw4il8tp3KR5ihlEDa5j80Ye+U6lZWf9QmvxcRrG9xY4cvBqmseVyDlkZjKujYHlMLNK/p0/OlxFJ4drX1cyLhsbGzw8PPD29taei4iIoEGDBlhaWrJr164UFQwAc3NzChUqxLfffsuqVatQKBSsWrUqyf6VKlVCpVLx4sWLJPuYmJhgZWWlc2Qk27f8TX0HPxoUNtHeLGUygW7fmGAVfIerV6UbUlIolUr27TxFncIz2DzakWW9zckV3psjey6nm4Jx6MA+GlQuxsvNQ8l1Yw7//NyFxjXK8/r163QZ/788evSITYeuUbDnTixcSiDIZFjkLYVLh038sekwz549S/c5P5WXL19S1L0gF49cJ7fCE1eTEsS9NaZZ3Wb8+utvaR6vbYdO7H9jTkyC4STICWqRpbdMkDu0Z/KUWSxdvghLuY1BZc9IZsw7/3c60TiWloJBBQOgdm0rzp8/j5ubG7379KNtu44sX/cHlRuWpUrTMjTr2IALF1MXKtu8WUuO7xFJMLCO/dsiadW8a6rGkZBIDe8dP1M6ciKfpWRERkby9OlTcudOzCQYHh5OvXr1MDY2Zs+ePZ9sltNoNDpWiI+5efMmMpksSUtHVrBr4yo6lzCsiXYpqmL7XysyWaKchUKhoHWrNuzYdIR9O04zsP/wdIsgevz4MX9MHcj+zkYM/M6MZiUtmVXfhCW1wunZtjEaTfpWBVjw+2qsqo7Ue3AKgoBF5WEs/nNNus73ObRp3ABLbLE1yavNaGkqV+KqLMrkMROJjIxM03hyuZwfhoxlxR3DTpgrb8RhkqctDnnqsnff8cSTyWQp+7glLi7pvm994ilatCiQeG9q8H1tvAsfptm+vDTf64pzn3C6DW/DmAmjUamSz3BqZmbGkIHTmdAvlBfesQDERKvZuiaMW2fz0qtXv2Svl5BICwmCLFVHTiRNUo8YMYLTp0/z4sULzp8/T8uWLZHL5XTo0EGrYERFRbFq1SrCw8Px8/PDz89PJ1mNp6cnu3btAhK3ScaNG8fFixd5+fIl165do2fPnrx9+5Y2bdoAiYWLFi1axK1bt3j27BkbN25k6NChdO7cOVsV8YmLj0tyH9rMSEZsTHQmSyTxnl/nTmNaLRmmH/3/FHQ0plaeKA4fOpiu8z1/+RqlY2GDbWa5ivD0RfpbTz6F0NBQnj9/g6WRfrpxQRCwFOxZt3ZdmsdNypqRoBb584YC+/ytEAQZGkzo3WsgEapQg6m5EzTxOOZy0FHW8ruV4NIlfSfu2FgNp09F0q5dOwDm/zaXgn3lFGuZi5jQBFa0usO+DQLR3ZqwJuERRet8y6FjR5JdR+tW7Zk7fRf/rC7CyG4qpg0woZDTCLZuPpQqC216o1Kp2LpjG407N6duu0b8vuJPoqKiMl0OifRHjSxVR04kTY6fb968oUOHDgQFBeHo6EjVqlW5ePEijo6OnDp1SptE62NHvefPn2tT+j569EiboEsul/Pw4UPWrVtHYGAg9vb2VKhQgTNnzmjD+kxMTNi8eTNTpkwhLi4Od3d3hg4dyrBhwz537elKzfpNOXBvKc2L6jvR7X0KXr3aZIFUEgAvntznm9KGrWp13EQOnztBw0ZpLw2eFMU9C3P6zU1sClfXa4t6c4OqRQ0rIJlNUFAQchLrcBjCSGbK06dp39p5b81YvnU8g8t/COVNtGJ0RCY3QtSokcviqFq1KnnyuxD0+gX2optWoVBpVLyJe8yulbt0xt60aQ9VqngyepSaWrVtkMkEnj2LYfToV0yf8ac2guTQqb00G5UPURRZ3/UB8jE9sS3pph1HExNPv15TOJjXNdlw2VKlSrF6RdJ5fjKLqKgo6rdrQlxNC+znFsHYRM5fe4+zrMlKDvz1T4YlcpPIHKTokv+zefPmJNtq1qyZqkJB/+1jamrKzp3Jh8+VLVs2wwpHpSc9+vSnVe11lHNJIK/1h7ec277xHH9nw4h0fIhJpA2FsQlRcTGYm+i/CfhHarBxSbtjYHIM7d+L/W36Y1WgCjL5hz8xjTqBiPPzGbRndbrO96m4uLiAXCBeHYexXN+BOlodRu06tT5p7LYdOlFv0Sz6JCRGmry3YrhUaQVA4NsDdGjXHIDLl27SsGEdrl+5jVJhhkqtRjASWbNxLbVq6c7v4ODA5cveTJo0ksWL9yKTaXB2LsCKFScpXbq0tp9glJh75cW5YBI8i2D+HwUDQKY0RjahCVMWz2Xzn9nj/yM5RkwZDX3z4lLvg49Sro7FiKzoTJdBPTm5M3mrjET2RoMMTQqWipTasys5U+psiI2NDSu2HaT/BUd+OqJmwaUEuu1XM+dpQTb9c0wKYc1CWnX6gbXXYvXOi6LI6lsy2nZMXyc+V1dXpg7vgc+6pgTfO0hs0EtC7u3n7dom/Dy2n9aHKatRKpXUql2d0IRnei8I8eo4NKbxNGrU6JPG1lozbiX6Pqy4Fo3MsQHRES/xffIbbk5PGTN6KJD4snHy5Dne+vmyefcWzl09x7vgIFq2bKE3bnR0NMeOHqVUiXJs3HSUm7cCOHT4oo6CAWBn7kiEXyze58MxqlXWoIymxfLy4FX2ccJNCrVazekb57Cr66bXZlHIjiDzqAxxYJbIPL5kx0+pCms6UrBgQfadusyTJ094+/Yt7QsWJF++fFktVprx9fVl3OAfQZO6wk9GSgv+WLMxUyumpoX2nbrSYesGzK48p1MZM4wVAoGRKqaeiKdGi54Zkkm2Q9tW1KlZlT9Xrueh936KFXan78ENOqnyswNrt+ygatkyPH92B2tFbuSCCTGaUKKFCM5fuvhZKbPfWzN6xMay4bGMYmVVWFldoPfkflSsWFHPMdbCwoKaNWsmOd6mdatZs3gmrdzjcDJVsWyLGb6KPKz4+x/s7Ox0+o4eMJGxo/thW8kYTYh+UTgAMV6FQsz+N+7o6GgUDkq970sdpyL2TThqS1ixcjklipekQYMGOSq8USKR1PhcfBU+GRKpo3DhwhQunD323T8Fe3t7Ht27w2avBIzkyd+E/aPUjH+YJ9sqGJCYAXHT7sOs+HMJLbdvQC4mYGLhRO9h46jfoGGGzevk5MTkcSMybPz0wMTEhCv37nPixAnmzZxBZGQ033f6gQEDBnyWghEXF8eLFy9o0+MnmiyYSO8R0+ndb+Anj3fu3FkOLJvC/pZGyGWJ/jUtisG1ty/o07EF2w/9q9O/WtXq9HoxlIUr5xApO4pFkwp6D+mY3Vfp2bjlJ8uUWZibm6N6F6PNiqtRaXg74SgR/9xHrU7AsZAJmgq+XAkQ+K3teJo36M7wIeOzWmyJNBAnGCETkr+HxuVQS8ZnJePKSWRGYpUviWW/LUZ+/Be6FU/+hz/6PLSa+hdVq1XLJMkksjNqtZqR06ay+/RJ1B7uEBSKeO06e3bv09vSSAsdm9ZhbvGn5LbU/z0OPqGhz8LdlCpVSq8tKiqKHoP6clYWgNWElsitzRA1GqIP3cLpr5uc3nkg3TKeZiTDJ43ifPFXOLX04Gmnbdheek6MmYwWk1z4rvmHKDtRFFk5PozmVafQrk2nLJQ455OZybhmhXlhapV8xFJseAJjrY/luGdYzrS/SGQ4Pfr0Y+MLUxKSKM8N4B+p5inOkoIhoaX74IH8baYhesVs4kf1JX7OGGI3L6XFoP7JJs9LifBAX4MKBkAt52iuXLpgsM3c3Jytq/7it6b9sB6wHU2nFdBuOe2fWXFy+74coWAAjB8yBmGdDw/7H0V2/gWDattjk9dYR8GAxNDj5j8pGTl8OMWLlKS4Rwnq1anPlStXskhyidSgQpaqIyeSM6WWyHCMjY1p32sgm5KobAmw4LackVN/yUSpJLIzb9684czbl9C6kc7WhNzBjsjhvZk4/9N/KwmiDLXGsMIbEKvA2tbOYNt7WjVrwaW9x3iw/wz3j55n9oSpmJubf7I8mUVCQgJDR/1Ikw6ViHl3B9W+G+S1kGFrrqBoDQu9/qHvEhjb9CXGoQ4YvbPCOMiGt9eCadeiIzt37DIwg0R2QI08VUdORFIyJJIkOWuGZMWQ+JgDhw8TVruywTaj4h5cfXj/k8eu1bAFex/pZwFWa0R2Pjeh0RcaIt77p46YlT6LQ64wJrV1plEVG6oUUGJtKiPCXz9r6YoJfij8XbE0+pCq3VhugmWMI2NHjUsx06lE1qBCnqojJyIpGRJJorVmPNK3ZkhWDImPEWQCQrIp2j/dcW3A8DEsf+7E7gexWovG23AVPQ8m0GPweMzMzD557OzKs2fPeBd3myKVjZEFamhYyY76Vex4EphA2bymPDkfRVyM7vd9/3ws5gr9om4yQYYYJePs2bOZJb5EGpC2SyS+Wnr06cfG50oda4ZkxZAwRJMGDbE6btg3IuH2AyqXKPnJY1tYWLDj8L94F+lB0/1Kmu8zZvS9AvT7ZRMdu/X85HGzM4ePHqBsM5En16LwKpGoOHhVsOWGXxyhMRomV7FjTjtvfF8kWnhEUSRePx2MFnW8SHi4fkp2iaxHk4qtEk0OtWRk37hDiWxBojVjAJtO/EK3Yok/F8mKIWGI3LlzU6dQEfZv3AUdW2jN9WpffywXrmLa31s/a3wLCwtGT5zO6InT00PcbI9CrkCVAJa2cgIjP2wVLZ3gQeM53ixpmYuF5eyZ9dMrnkerCI4UQG2BWqNCLtO/tcstRcqWNZyYTCJriRWNEEXjZPskUxswWyNZMiRS5L/WDMmKIZEcK+YtoI/SHvNeozCdthjTYdMpsmAth1etleprpJHGjZpxdadA8aoWHL4RSoIqcWukbFFL1s0uysYXsQzYE8DjNwpaNxvG1Quv+XPZUqJMQ/QyuEaLERQvXVT6P8imfMk+GZIlQyJF/mvNuB+qkKwYEkkik8mYNmoMk4aNwNfXF0tLS2xsbLJarByJi4sLJQvU5uCfJ6kz0Iluc5+w4Ed3nO2Ncc1lQvPaDtz2s+PwrpM4OTkB0LxFc54/f8Fvi35HjJCjjtdgbCfDo3ghNv69IYtXJJEU6lQoETk1ukRKxiWRKuLj4/EqXxRbB0f+OZH9C9ZJZBxXr15l/rwJBAe/Qa2GcuVrMnLkFBwcHLJatC8OURRZsGQ22/9Zh9w0hiDvUCyMFVhYOVDh21qMGDNNq2D8l8jISA4dOkRERATVq1enYMGCOu1qtZo9/+zi741/Eh0dRdny39G33/DEonkSQOYm4+oV0h1jq+S3S+LD41lluzbHPcMkJUMi1ezevpl8boUoV758VosikUUcPLCX338fwvixVuRxMUEURS5fieTXP0S2bTtJrlzpW9FWIhGNRkNwcDDm5uaflEAsNjaWzRv+4vyRQ1hY2/Dg1QO+LRlK5xaWWFvKOXslgl/XxzJz7jq+/bZKBqwg55GZSka3kF6pUjLW2a7Kcc8wScmQkJDQQxRFLl68yN979yOXy+nWuiUlS5akdu0SrFxqiYmJrjvXrduRHD5Wlt9+W59FEkskhbe3N92a1Kee2p+KRnFsj4Di3V3p1ka3MGBEpIruoyI48e/dz6pb86WQmUpGp+A+qVIyNtotz3HPMMknQ0JCQofo6Ggatu/EKzsX4qs1BLWK3XN/wzngFd+VQ0/BAPimlAULFl/KAmklkkMURfp835zJ8lfkMhUAAW8jGTNb6G+xWFooqFoOTp8+Ta1atTJf2K+YONEYjWiSbJ+EHGoOkNRVCQkJHXoOGcazum2R9RmDadFvMC1RDtmAyXi7FMLcIj7J64yTr+8kkQVcvHiRwlH+5DL6kAhNYSrHyMjwrd8tj5o3b15nlngS/0clylN1fCqzZ89GEASGDBmiPRcbG0v//v2xt7fHwsKC1q1b4+/vnw6r0UVSMiQkJLSEh4dz5ekLjMtV1WtTft+To8fDDF4XGalGkOUcE+7XwuOHDymYEKpzToxRExVtuCbR7cdyPD2LZoJkEv9FjSJVx6dw5coVli1bpleleOjQoezdu5dt27Zx+vRpfHx8aNWqVXosRwdJyZCQkNDy8uVLcPMw2GbkkIu3EVacOh2pc14UReYtDKVfvzGZIaJEGnB1c+ONka7y11CuZsmfr/T6vnoby6MXZpSXHLsznYyyZERGRtKpUydWrFiBre2Hir1hYWGsWrWKBQsWULt2bcqVK8eaNWs4f/48Fy+mb/Sg5JMhISGhxdHREfzfJtkusy3A0eNK9h14Qo1qaiIiBY4dh1at+9K8eetMlFQiNdSoUYNJRvaEqyKwUiRumdQ1h9/PBNLzRSx9euTB3lbByYvxHD4rsG7Dfp0KuhKZg0qUIaSgRKjERJvAx6nhTUxMMDEx7M/Rv39/GjdujJeXFzNmzNCev3btGgkJCXh5eWnPeXp64urqyoULF/j2228/dSl6SEpGOiOKIgcO7GP1mgVERYVhbe3Aj31GU7t2nawWTUIiRZydnXGRaXjp8wojF1edtvjH9yjrmpe//lrL8+fPOXPmNLlcLBgwqAEWFvplxyU+j9u3b3No13bkRka0aNdRL9dFapDJZCxct4mhHVrTTvDnWzMNISowlpmjkZXk8tPyRISHUPm7eoyY1hojI8mxJitQo0BI4XH8frskX758OucnT57MlClT9Ppv3ryZ69evc+XKFb02Pz8/jI2N9RLl5cqVCz8/v7QJnwKSkpHOjBjRl9j4k4yeaIGdnREB/u9Y/kdfLlxsy/hxM7NaPAmJFNnw6yLqduxCdIvuGH9bGzRq4s8cwfrwFlbu3AaAu7s77u7uWSzpl0lsbCzdWzXF7PVd6hmFoBJhwsal2Jarzm9rN6Y5vLR8hQrsvHCNFUsWMfXkMSytrOk2cCh169eXQlWzCWpRnqIlQ/3/9tevX+uEsBqyYrx+/ZrBgwdz9OhRTE1N01fYNCIpGenIhQsXCA49yfgpH/a+nHIZM2GqHSOHbOXx4254eBje75aQyC7kz5+fS/v+YfGyFeyd3g+5TE6bRvXpd3CfZLHIBEb07UXDgIvUzqWB/6eSrkEom+4c4pepkxg9dUbyAxjA0dGRcdNnAtKLTnYkTmOCWpN8CKtKkxjDamVllWKejGvXrhEQEKBTEE+tVvPvv//y22+/cfjwYeLj4wkNDdWxZvj7++Ps7GxgxE9HSsaVjvzQuw0duj4mv5u+5njjeiTXL9Zm1qxfM2RuCYmkePv2Lb/8Nourty+AKOBVrQGD+w7XcQSTyB6Eh4fT7tuSLHcJ1GvTiCLdfJ05fucJcnnOrGORk8jMZFzlfeagsEre4qAKj+Wqy+hUyRMREZHoxP0fevTogaenJ6NHjyZfvnw4Ojry999/07p1oi/Vo0eP8PT0lHwysjPv3vmT28Vw1jYXF2MOvfPJZIkkvnbu3btHl0GtqTbdjtY/OyGK8OjwEeq13s2ejUfJnTt3Voso8R+ePn2Kp7HhXCQyQSC3XEVISIhUJ+YLQyPKtNshyfVJLZaWlpQoUULnnLm5Ofb29trzvXr1YtiwYdjZ2WFlZcXAgQOpXLlyuioYICkZ6co331Tk2pUDVP7OUq/t2tVYypSWagJIZC79R/ei5aY8WOZKNMUKAhRt6IB13giGTujP5lU7P2nct2/fsv+fXanub2vvQJt27T9prk/B39+fbVs3EBYWROUqdahVq3aOiJpwcHDAX530wyZYhbRllQSPHj3i9OnTWFlZ0bhxYywt9e/D2RW1qAAxBcfPFNrTysKFC5HJZLRu3Zq4uDjq16/PH3/8ka5zgKRkpCs/9hlKl667KVNOg6npB60zIkLNtr9V7N/XOwulk/jaePHiBfLcMVjmstNrcylpyWn/h8TFxSUZ/pYckZGRrJwzidElU+7rE6VmrbpIpikZ836ZxqnjG2jTRIGbm4zDu3cz+2cz1m/Yl+77zelNvnz5CLN0JiAuGCcTXaXoUaQGZ8+SWe7Il92IjIykdcvvef7wFQmhGmQKgYlWk+k/5CeGDB2c1eKlCrUoh1Q6fn4qp06d0vlsamrK77//zu+///5Z46aEpGSkI3ny5GHc2N/o12sgjZvJcS8g4/EjkcMHNMyftz5HFbWRyPkEBQVhmSfpG5OZvYKoqKhUKRk+Pj6MHDGe69fvIYoCtrZmyC3tKGwTTmHb5G8jw67JmbzotzTL/yns2/cP3vc2sGq+vdZyUbEsPH4aTe9erdm7/1ymyPE5zF+9gR+b12egZQAVrQU0wMkQWBOfly1/rMxq8bId7dt04OVVX8xldvD/3WoxQuTXuX9QqFBBmjRtkrUCpoLMUDKyCil+KZ3x8mrAkcO3yZNrNN4PW1Kk4CROHL9DpUqVs1o0ia+MQoUK4X8jzmCbRiMS8UatFydvCF9fX+rUasKDWzY4WrXFyboNoQFqXHOFM+dOdLLXvo1U42/mSsWKFT9lCWlm+dK5DO9ro7c14lHQjDxOIdy8eTNT5PgcPD092XzqIter9qJ3aAF+DCuIX5Oh/HPmsuRD8xEvX77k8T1vlDLdrRFBEDCLtWXGtJwRTZOgMSJBY5zCkTNzmEiWjAxAqVTSpUuPrBZD4ivH2tqa4vnL8/DAYzwb6UaSXFkawPdNOqQqT8KY0ZMwVVTHwjwPALFxweR1eMb6CYXoOfkhT0JUSVozJl+Kos+CiZ+/mFSiSgjDOgmLYbmSKm7fvkXp0qUzTZ5PJXfu3PycSdafnMzVq1dRhfM+0lcHhUxBaHBwpsv0KWhEOYImJcdPyZLx1RMfH8/6v1bTpGU16jWuyORpozKkqp2ERGr5be4yAjbZs/+nNzw6Fsj9A+/Y1eUVVo9LMWrwuFSNceXKLSzN82o/R0VdZXg7awBG98rPxEsRBq97G6nGJ1bD3RuZVwI+IUGGWm04Kt/HX46TU65Mk0Ui47GxsUFubNihVxRFcoCvL5CoQKhTOCQl4ysnOjqapi1rcDdwNoP/iGLCRg223+yhVYeq3Lp1K6vFk/hKMTU1ZeeGfSz8aRP5bzfH82lb1k3fx7JFa9KQ7VG3nyBE42CdaLko4qrkaYSGJyEqvavm34xiQA1b3jz3/txlpJq6DVqz96h+pdiYWDUnzml0ajVI5Hxq1KiBzEKDRtQgiiJRCeH4xvnhE+dHQKwPNWvXzGoRU4VGlKXqyInkTKmzAf7+/pw7d47nz58D8POcCdTuGkKzXtYozeXIZALla1kydpU5g4Z35SvJeSaRTSlRogRjho1n2MCRuLm5pelaR0cb4hM+VF4VZAXZfyFK+7l0cUtmXdetzPo2Uo1/PKgEIzxKlDE47o4dO6hcoQolipSidMmyLJi/AJVKX1lJC4MGjWbPMVs27gghNk4DwL1HUfw4KogJkxahUEg7xF8SCoWCmXNnEm4SwMvYV8RY5cK1eG/cS/6Eae6yXL52h5CQkKwWM0VEUZ6qIyciZfxMI6GhofQb1JmQmCe4l5Dh90IkOtCGsLBAftmr73AGsHxiJMN6/J0j9oIlJD7m1KnT9PlhHE42zZDJ5IiiGj+/X9k7xwn33KY8fBlNl7EP2FDHWuubMexsOB2q2jPlrJzdp2/q/c2NHD6KnRv+wTzeFrlMgUbUECWEUrCMKwcO7/+sjJZxcXH89ddqdu9ch0adgHuBogwaMpEiRYp81vcgkbmEhoZy6VLqttrmzl3I8xfmuLm30TkfGfGMXE432bt3a5rnz8yMn3keb0ZmaZZsX01ENG892meoPBmBpNanAVEUadOxPi1HR1K0/If/5HdvY5jWOQBBMJymOVd+NT4+PpKSIZEjqVmzBlOnD2ba1LnIyYsoGiMaOdN68hsafmtLuYIaXN2tGXs+nO2N7XgbqeZ+qIap5+RMmr9c74b4/Plzdm39ByuVo9aWKhNkWGLH09uv2LlzJ23atDEgyQeuXbvGvu2bAGjappNOjQYTExN++KEfP/zQL32/CIlM5dWrV4zs04E+FVNOqlVZiMY7whTQ/d1YWBbg6bNjBAQE4OTklEGSfj6iKENMYTskpfbsiqRkpIHjx4/hVi6MouV1f/SOeYwRZCKqBA0KI/0fwtPbMvq18MwsMdPM6qV/8NL7Uar7t+zUjdJlyqbcUeKLoUOHtrRp04pz584RGRlJ+fLlcXJy4sqVK9y/d5eBk/OwcuEsnoTcZ97teCq1/IHxk6djbW2tN9aK5SshzAgMROQpE6z4fcmfSSoZcXFx9GjbFMeoJ7QpmADAulE7mWdemDVb935SYjGJ7EmpUqXwLF6KJoVf4WqbfPjmiH3R2OftaLDNyMiFFy9eZGslQ61WIKqTX6NGnTMf1zlT6izi4LEdVGpp2Ixbto4lGxf5022kbhz7s/sxqCNyU6BAgcwQ8ZO4efkC+W/tpKxdypryrGcmtOwshed+jSgUCmrUqKFzrmLFitocGPnz52do65oocxdn7oIlSY4T+C4QhWD4hioX5ERFRRpsA5gwfABtbR7StKIx7+MWK7vCnkcPmThyIHOXLE/jqiSyM2NnLmTOiNb83iDpPqExav55GIdridIG29WqQFxcXHTOxcXFoVKpMDc3T0dpPwNRlnik1CcHIikZacDYyIT4WI3OuZhINUv6vsRJlOMbpmLmg+c07e2AmaWcy0dUPDxvwZaNad8PzEzGzpxL33r/0sM2PNl+r6M02BQqIW37SBjE09OTApW86N4v+VTOXnXrcGrPWVDr3+Cj1ZHUrVTN4HUxMTHcvXSS2S30ixA2K2LMsl0niImJQalUftoCJLIdZcqUIcjElVchSVszllzRUPibqrwLfoi1TVGdtpgYfxwcZOTNmxiCffv2bSZPG0xkzFuMjQViIpUMGjCeFs2T357LaESNDFGTwnZJCu3ZlZwpdRbRrnUPTm/RVTL+HPyaoTVysWJwIXZM8mR2k7y83RbFiiF+2CW04NihKzg6OmaRxKkjd+7c5K9QnavB6mT7LfG1ZNycRZkjlESO5PfVG6hQoUKyfVq1boWxnYx4dazOebWoRm0dzeixowxe5+Pjg4dN0uN62CZmJ5VIJDw8nN+WzKdl4+p0atOAvXv+Qa1O/m88OzJ25kLmJOH/GRqj5lKINVu2/Y1MdorAdydQqWLQaBIIDrpEeOgm1q9fCsDdu3cZMKQlP00OZt5aa35ebsWsVXI27x7HuvUrMnFFBtDIU3fkQNKkZEyZMgVBEHQOT89EX4Pg4GAGDhxIkSJFUCqVuLq6MmjQIMLC9GPWPx7T09MTc3NzbG1t8fLy0vMoDg4OplOnTlhZWWFjY0OvXr2IjEzapJpRlC5dGqOYYhzZEIFGI/LubTxGYSI1v7HR9vHMb8akTvnYM6UQ1y8eT0Mugqxl7My5/O5v2HEVEq0YEY6FJCuGxGejUCjYd2gvJq4iUSbBhMYHESkPJtY2hJXrVuDq6mrwOnt7e94m82f/NlLEzk6/GFxqEEWRf/7ZRYvWNajXqAxt29fj1KmTnzRWdsDb25saFYvx17wJqB9dIfDqKWYM7Ei9mpWIizOcaj678sGakaDXtuSKhsHjZmBtbc25s0cZNrQacmEH6oSNdOnszsWLx7S/p6nThzJ+gQVOzh8sYaZKGaNnW7NyzTwSEvTHzzTeb5ekdORA0rxdUrx4cY4dO/ZhgP/Hnfv4+ODj48O8efMoVqwYL1++pG/fvvj4+LB9+/Ykx/Pw8OC3336jQIECxMTEsHDhQurVq4e3t7fWAtCpUyd8fX05evQoCQkJ9OjRgz59+rBp06a0iv/ZrFu5ndnzpjCx2Tbi4iPpWNaw53NsvIaI8EBCQkKwtU364Z1d0FozXv1DeTt9jXmJryXjVi/KfMEkvkjc3Ny4dusqFy9e5M6dO+TNm5d69eolm8fCxsYGY0d3Hr17RBFH3S2TR+/iMXXyTFUtlo8RRZGBg3ugNj7HsFkWWNsqCPDzZ8Wi3ly83Ikxo6amecysplPLehRRBfJzMQXmisSw+oBYDX3v32HYoL78vmxNFkuYNgz5Zry3Ykxu2AgAY2NjunfvQvfuXfSu12g0BIa8wDmPjV6bTCZQupLAlStXqFKlSkYtIXlSY6nIoZaMNOXJmDJlCrt37051kaFt27bRuXNnoqKiUp0E533c8LFjx6hTpw4PHjygWLFiXLlyhfLlywNw6NAhGjVqxJs3b/QcelIaN71ijEVR5Pjx45zePIgJnWy05wNCEhi15BkhIQmIaogRLHEvWpbFy//6pBtgZuLr60vfet+ypqiub8brKA0zVWXYevhU1ggmIfF/3r59S5dmdRhQLJLGhRMjSfY/ieO3+xb8tec4efLkSfOYp0+fZt223gyerBsJI4oiE/qGsmTekWztuP0xd+/epUOtchyqYIRCppu3JyBWQ5vb8DAgKomrsy9tG9VkbukPvhnT/k3g236/0qBR4xSvVavV1G/iyfz1Ngbb1/8WQbPay3QcmzMzT4bTlRPILCyS7auJjCSgQu0clycjzfaXJ0+e4OLiQoECBejUqROvXr1Ksu/7LyO1CkZ8fDzLly/H2tqab775BoALFy5gY2OjVTAAvLy8kMlkySZqiYuLIzw8XOdITwRBoHbt2px7ADFxifucsfEaOk18yNNoY54WLcLDn77nbaPSnH50lbq1Kn12NsOMJinfDMkXQyI7EBERgUKhYPvR87wo3pfWx21ofsSSbVHfYGlnx9AfO7Fh/RqD2wGiKHLjxg327t3Lo0e64dqr1i6gbS9TvWsEQaB1DwVr1v2eYWvKCE6ePElVO0FPwQBwMpVhJaqIj4/PAsk+j//6Zry3YtT/vxUjJeRyOcYKB8JDDd+Dr5/X6DxjMhtBI0/VkRNJk5JRqVIl1q5dy6FDh/jzzz95/vw51apVIyJCv0BSYGAg06dPp0+fPimOu2/fPiwsLDA1NWXhwoUcPXoUBwcHAPz8/PTimxUKBXZ2dvj5+SU55qxZs7C2ttYe+fLlS8tSU4VMJmPs5AV0mROE95sYth5/h4+gJOSXPpgu+wmrTtUwG/c95ocm89JUxfJlS9NdhvTmY98MyRdDIqt5/PgxbZvVpmvT8oztVZM2japgam7K0o3/EB8fT2PHh/zdMpyVDd4RcWIGzetW0XmpuH//PmVKlqV9084M7Taapl4tqfJtVXx8fAAIDAwgl4t+xApALhdjAt69zZR1phfOzs6GipJqkcsStw9yGv/1zXjvi2Eow3JSjBg2nTljwkmI/7B2URTZtCyC2jVaZWk4qyDKU3XkRD4rrXhoaCj58+dnwYIF9OrVS3s+PDycunXrYmdnx549ezAySj7JSFRUFL6+vgQGBrJixQpOnDjBpUuXcHJy4ueff2bdunV6bx9OTk5MnTqVfv0MZ/WLi4vTeaMJDw8nX758GWJqunPnDgvnTuT0sWPQoiJms/X3BGPvvkY2+G8eXX2Q5DixsbFs3bSBUwd3Y6o0o02PftSsWTNNf0jpwaCeXWjyf9+Mkd7mDFy9T1IyJLKEly9f0rOtF6t6meHqmLg9olaLzNsfzu4rcaxvb4KHs24CrjNPYtgaVJHfVm4kODiYSuUqYxJqjZHsgyIRq45B4aLi+q2rTJoyAo9vj1D2W31z9cHt4djKBvDjjwMzdqHpSGxsLBXz2XKkolzv3hGpEmn32JKrz3JmFM6NGzf4pX8zQmQOHDhzPc33xj17d/LL/AkUKSViagZ3r2qoV6cNY8dM1xsrM7dLnM+fT9V2iV+VKl/+dsl/sbGxwcPDA2/vD1UWIyIiaNCgAZaWluzatStFBQPA3NycQoUK8e2337Jq1SoUCgWrVq0CErXygIAAnf4qlYrg4GCcnZ2THNPExAQrKyudI6MoWbIkq//ajUXe/GgaGw7fMy2RjzC1Ye/ld+/e0b19e0rksSVowygm219ngOIMR6Z1pWPz+pnu9fzemiFZMXIearWa169fExQUlNWipAvzfp7AL+1MtAoGgFwu0K2aGbayED0FA6BaYSVP714mPj6eJYt/hVBjHQUDwFSuJDZQxa5du/ip7wjW/5pA3Ec5cMJDVezZpKFTp5yVfM7U1JTm3X5krrdKpzBjgkZk4D0N0xcvy0LpPo8yZcqQYOfJkPEzP+nlq1nTVvx78h6DfthC11brOLTvFuPGps0ikhF8ydsln5WMKzIykqdPn9KlS+Kbe3h4OPXr18fExIQ9e/Zgaqq/z5kaNBqN1gpRuXJlQkNDuXbtGuXKlQPgxIkTaDQaKlWq9DnipzulS1fgVLDhGDtNvAorCxu98+/evaNBlSrE+z1nT1tHCtr8/7/EHKbYwqYnd1gwayqjJ83IQMl1ee+b0e/YPv7YsyjT5pX4dERRZP4vC1i5fBUkyBDRYJ/Llj+W/56jlUTvB9cp3UDfjO0THE/JPEmnEHe2lBEeHs7unbsxFwy/YBjFm7J3917atm3LmBGLGdp5MPVbyXEtIPD4nsjpA/Dror+xSOENMzsy7ZeFzDU3p8Xa5ZRXxhCjEbgv2jLilzk0bNosq8X7LLbuPfJZSoEgCJQqVSodJfp8BLUcQZ28EpFSe3YlTZaMESNGcPr0aV68eMH58+dp2bIlcrmcDh06EB4eTr169YiKimLVqlWEh4fj5+eHn5+fTgIYT09Pdu3aBSRuk4wbN46LFy/y8uVLrl27Rs+ePXn79q22dkHRokVp0KABvXv35vLly5w7d44BAwbQvn37VEeWZBYzJ88gfNlxg2XdI3ZconfbTnrnJ40cieuzpxRzMvqgYPyH9oXkHN2d+RlDx86cS+Wm7XL0A+prYtyY8SybvwrTYFuUkTaYRdoR/iSBVk2/19tqzEkk9SjJ72TCPZ9Yg22iKPI0MIFG9Rvz5LE3avHD/SdBE0943GsiYr2JiA/E7P/78PXrNebowdu424/B5+73lC08nVPH71KuXNY5A34OgiAweupMTj9+Q7e/TjJo21nOPXpJ6/aG63vkJLLa6pARyFUK5CqjFI6cmaA7TVK/efOGDh06EBQUhKOjI1WrVuXixYs4Ojpy6tQpbbRHoUKFdK57/vw5bm5uADx69EiboEsul/Pw4UPWrVtHYGAg9vb2VKhQgTNnzlC8eHHt9Rs3bmTAgAHUqVMHmUxG69atWbIk6doIWUXevHnpXb8N60f9jd2klsgtlYiiSOTBmzjsfEz/3foyX/73XzwQ+Ca3YcczmSBgSgIajSZTE3vlzp2b+b9nf0dViUQL4vYtO7BQOeo8lY1kxphGWDNqxGj+2bs7y+T7HFzyF+HR2ycUyaObKtzeUsHbcIFLz2Op5K5rMd15M4aHLyOIjgjCRKYkOM4PJ2VeIuJeYyn60dtehZOxwPlIuHB8P0+ePKFw4cKYmZnR5Qury2NiYpJiBlaJrEcQZQgppA0Xcmgyrs9y/MxJZIYTz3u27NzO3JW/Ea6JQ54g0qR6HaYMH2vQ7FrBzY1yb14T7m7MmmYOeu0aUaTJSSXHbzzJUJklci579+5lSLdRWAn2BttjbIJ4+DRph+PszKNHjxjUvTGbfrLC1iLxnUgURVafiuR6TFlePH5MDZcQWpWQk6AW2XRT5MQLE+7cfYWrmQfGMhNeRD5EqTCjlLE/M/NodN6E3yWIzFQU5PSdBzkmO69E5pCZjp9uR+4hM0++pL0mKoIX9YrnOMfPnGl/yea0a/U97Vr9r737DIviavsA/p/tS5cOBiyoEOwlEBVjokRUjDVqFGtMVMRYsCWGiDViQ32sibFHxYoSY1DEkqgQW9RgF1BUxEIRENh63g+8rG52YXd1K5zfdc0HZs/OnJthh3vPnPK5VmVtXV0hfPQQF3IkeFAoRR075UuyP12KTj36GaKaVDWheTii5TYv+/r6YsGqXRg6LRwe1oVwsWXh8gMZ2n3SA6uXLwbDMEj84whWH9wFDpeL3pO+xI2ly5F+Ix98dnkLRx0bX+S+uoxIN7lKU7sLl0HL0mc4npSELiEhpgiRosDItWjJsNAF0miSYWLfzZ+PWWFhCMjLRf89zxERYItejaxQLJHjp3/LkGHfAjt/mGvqalJmrGPHjmDbEUB1uhqIZGVo0MjH+JXSozZtPsCRkxfx4MEDFBYWIrpBA6WVVruH9kD30B6KnxcuWAhr7utveiyGBSs2C85c9cmWn6wQ/148T5MMymQYGRssDR07SU3o+Enp36dduuDr+fORWvs9uEv52PBnIT6Oy8PnSUDQt5ux50gyeDz1/TUoCigfSt6jd3e84uQrdTqWyqUosynAoqUxJqyd/tSpUwdNmzbVuJR738/7QiwrVdonISyUytU/GX7CCOBRp66+qklROmPJWVptloj2yTATZWVlSE5ORnFxMdq2bVvpSpQUpQ4hBPNmz8OOX3eBkbBBIIetozVWr1+FDz/80NTVMyqJRAIPl9qozfIBiyn/9lcozkE36wcY+Z9uTxI5QaTIA8lpdzQmL1TNYsw+GQ0PZYCtoU+G7FUR7vaqb7b/wypDH5eYCYFAgNBQzQv9UJQ6DMNg1pxZ+C7qO2RmZsLa2vqtFgurDrhcLnbu/hUjBn8JG6kTrNg2sOI4YX/BE4ggweBactixGdwqJdgsd8F3sStpgkGZFEfCAVtS9cSVjMQy/11bZq0pqprJzc3Flk3rcPnSGTg5uWHEqIlo1aqVzsfhcrlo1KiRAWpoWbqEdMHZi3/hx/k/4p9LV2BrZYXpY9dDwOdh5dr/obS4CA1aNcXaqGj6+6JMjiVngSWr+nEIoY9LzJu5Py6haq7U1HP4dupwjO7PR9uW1sh+JsLGfaVw8eqMmMVrquXkQxRl7oz5uKRJXDbYVlWfQ1ZSiLQvPC3uf5hlpkYUVU2IxWLMmDIS2xY5oVtHezjYceDfwBrLvnWG9OUJHD6coPIemUyGS5cu4cKFCxa5ZDdFUcpYMkarzRLRJIOiTGj37l3oFgTYWqsOTxs32A5bNsYq7du6bQM+Dm6Mn3YOwaa9w9A5pAlWrVlirOpSFGUA1Xl0Ce2TQdU4V69exfqfFyMrKxMNG/ojfMw0+Pr6GrUOEokE4WPCkXT0N6ya7aK2jKMDF6UlLxU/79u/E3+cWozY3fZgs8u/1RBC8NPCDVi3noPwsZONUneKovSLJWfAklfdUkE0vG6uLDM1oqi3tHTZXMxZ2A9dBl7Dgp8laNs9BZOmhWLr1p8rfU9hYSEOHTqE+Ph45OXlvXMdjiYeQaO6dZC87y9wimvhn+slasvlFUggtLIHUJ5MrFq7EJPm2ykSDKB8VMnob+2wI249pFLpO9eNoijjY4nZYGvYWGLdJuNauHAhPvjgA9ja2sLV1RW9e/dWWSyxrKwMERERcHJygo2NDfr164enT5/qMzSaZFA1x7Vr13D2/DbMXlkLDfyEYLMZ+DezRszPtfBr3CI8fvxYqTwhBDFzvscXnVrg4eZxyNkagZFd22BmZIQWU3mrt3r5YuxaEg62SAQHrgts2I74dX8uCotVE4S1OwsxYlQkAJQvIOguAY+v+pFlsRg0bMrCnTt33qpOFEWZFoswitaMSjeiW0vG6dOnERERgdTUVCQlJUEikShWSq8wefJk/Pbbb9i7dy9Onz6N7Oxs9O3bV7+x6fVoFKVH9+7dw6iIIejQowWCurVA1Nzp79SS8NOGJRg6TqAyWoPFYjDwKx42bV6ttH/D2pUoS92OhJ4MxrYS4OtWQuzvwcAt8zAWzY3S+fy5ublI3PszevgzkItrlZ+bYYFdVAfdht1GwvE8FBRKcePeK0yJeQGOfWf06NETAMDhcCAWVT4QTCwCnRmWoiwUI2O02nSRmJiIESNGoHHjxmjevDm2bNmCrKwsXLp0CQDw8uVLbNy4EbGxsejUqRNat26NzZs349y5c0hNTdVbbDTJoMxS6t8pGDy+O7xG38aI32ph+GEHlAQeQ7f+Hd+6Oe/Bg0zUbSBQ+1odHz4eZN1T/CyXy7Fn8zp8F6jabWlcCzaSE/ZAJBLpdP4D+3ZjaGsCAZcFhvW6JUTItgM73xfzYsrQZVAmhkY+wvjpu7Boyevhq7Vq1YK0zAFFL1VbPERlcjzO4MDHx7LXKKGomkpjK4YWfTY0efmyvH+Xo6MjAODSpUuQSCQIDg5WlPHz84O3tzdSUlLe6VxvokkGZXYIIZjyQziGxrnBq5kNgPLWhsZdaqHrEj6mz5rwVsdt1Mgft9PU93+4nVYG30bNFD8/e/YMdaxlYLNUP9gMw6ClC8G9e/dUXqtKYUEunK0ZfPK+LVi8XKV1RjgsLmxJbbCKPdG2fVe1E3HNmrkUc8cXoiDvdaJRXCTD/AkFmBY5n86nQVEWipFptwHlfcTe3LT5siOXyzFp0iS0b98eTZo0AQDk5OSAx+PBwcFBqaybmxtycnL0FhtNMiizc/36dTj5y2Blr9qK4N3SFrfuX32rPhHhY6Zhy2oxZDLlxw5ikRx7NkkwckS4Yp9QKEShuPLHE/kiwMbGRqfzB7b/BMn3WLDiszAu2A5FyICcyBSvl8lKQBxLsWiJ+gXN2rXrgAWztmP5NGvMGP4SM798iQURHERGrEdo91461YWiKPOhS0uGl5cX7O3tFdvChQs1Hj8iIgJpaWmIi4szdCgq6BBWyuzk5+fDxqPyb+V8WwYSiQR8Pl+n4zZs2BBDB36HKSN/xMBRPNRrwMPtNBH2bJZixtRYODu/Xj3L3t4ecjtPPCnKgoet8sfkZZkcj6UOqFOnjk7nb9++PWJm1ULao5eY1NUZng4FWHT4BopKWch9JUPLgABs2hqP9957r9JjfPhhO/x28AxEIhHkcjldc4MCIUTxzdPd3Z22aFmgN1sqqioDAA8fPlSa8VPTfXD8+PE4fPgw/vzzT6V7i7u7O8RiMQoKCpRaM54+fQp3d3edY6gMbcmgzI6/vz8enlc/HFMqlkNcwNE5wagwZMgobN/0F57d6Ys9631R+iwMB/akqm0JmLNsHUYmsXD7xetZNe/nSzAkUY5Zi1erlNeEYRhs3n0Ys047Y8LeV2BYwNCPXfBeXWdsi9uK5FPHtU5c+Hw+TTAoHPntEIJbNsbk4A8QGfwBOrfwR8L+faauFqUjlpSAJdGwSctbVu3s7JS2yu6FhBCMHz8e8fHxOHHiBOrVq6f0euvWrcHlcpGcnKzYd/v2bWRlZaFt27Z6i422ZFBmx8nJCQ1cW+DG0VvwD7FXeu3EklyMHBReyTu14+npiajvF2gs16RJE6zfl4RFs6bhUeoNgBC4eDfCkm1LFM81deXi4oL4o2dw7do1/HP5Enxd3XA0ONhsR4bcunULYwf3hxVHu+8jLGtbHD55xsC1ogDg94SD+GXqGKxyeQnB/8+dki95jtnTxkIskeDzLwaZuIaUthh5+aapjC4iIiKwc+dOHDp0CLa2torWLnt7ewiFQtjb22PUqFGIjIyEo6Mj7Ozs8M0336Bt27b48MMP3zISNfWmC6RR5qi0tBTDxvRHIT8Tfr3YEJcQpO2RIqhxN/w4exltEjYSiUSCzs39sNXzCXhqOsG+6UaRHLu9u+GX3QeMVLuaixCC4JaNsco6AwI2g+wygiX3JSiVAQ4c4GopGyMnTcP02fPAYtEG67dhzAXSPpmfD46g6nNIywpxMqqW1vWp7B65efNmjBgxAkD5ZFxTpkzBrl27IBKJEBISgrVr1+r1cQltyaDMklAoxN5th3Hr1i0cS/4DAr4As9f0hZubm6mrVqNwuVwM+2Yy9v0chcEukirLrn3phOWLYqssQ+lHTk4OXCWFELAZvBATTLsjxtx6HNQVlicUhBDE7V2FiQ+zsGrzdgDl887sPXwQcrkc/br3hJ+fnylDoN4kJ+WbpjI60Kb9QCAQYM2aNVizZo1Ox9YFTTJqkJs3b2Ld6nV48SIXnT/thLAhYRAI1M8bYS78/PzozdDEhn81Bp1XLcfn8spbM24UyeHUNAB169Y1buVqKLlcjoorsT1biojarxMMoPxb7KBaYsxIOYHMzEx8t2guLpc8grR3YzAMgy2LJqIxccTeDdvA5XJNEwSlwMgIGFnVSYGm180VbUerAQghiAgfj88+7YPEX0/jytHbiPl2OVo0aYm7d++aunqUmVO0ZuRW3m9k7UsnRNFWDKPx9PTEE7YNRHKCf4sJAuzUJ39dmOcYPXkcLrfgwGr1QNgFN4Ft58awXtkfNzo5YkLUdCPXnFKroiVD02aBaJJRA8TF7cbRA8mwLXWGNccWfLYANsQBnFwbfN67v1bNalTNNvyrMfhN5ASxmhsdbcUwPoZhMGnWPMx+bgdU8fElRI60x5kQDgpQec2qd0sc/ycFJSXqJ6ijjEgi1W6zQDTJqAFWLFsJK4m9yn4ui4/SPDHOnj1rglpRlqSq1gzaimEavT7vj4FzV+Ip1xZXi9VnGn9InWDd1LvSToDs992RlZVlyGqaPUIIHj16hCdPnpiuEnI5INOwveWijKZG+2TUAK+KisFlVJMMAJAUE1y/fh1BQUFGrhWlq/v372PiyCGArOoOmBWE9rWwK+EPvY3EUdc3g7ZimFbfgYPwQbsgfNHxQyzhv4AL7/W1Tiziwvr9VmDlFVf6fnnOS8VaFpbo8uXL2PPrBpSWFOPjLr3wWc/e4HC0/7e2b+8OrFsdAy8POaQygme5fEydMR9dQkINWGtVjFwORkMSoel1c0WTjBqAx+dBRuRgMaoNVxwhozJJC2WePD09kZ+Tjc2eOeBqaIN8UEKwSvyhXof6qhtpQkeUmJ6Xlxc2HE7CtFHDYJX/BC5sOW5LuGj5SRdsW7UOocP642H6M/B9XJXeJ36cBzcxH66urpUc2XzJ5XKM+fILCAqvYlgHLmyFbBw5egFdY+fh131HtRqCGRe3DYkH5+PXWCfw/v8DVVIqw6R5k8BisREQ2M7QYbxW0VqhqYwFoo9LaoBRo79ECatAZb9ULoGIU4Rr//yNvXviVBbakclkOHQoHuPGDsI3EUNx4kQy7b9hQjweD2HjJuJQPg9shqly++llLfyw9H96r8ObfTNoK4b58Pf3x+8pF7Hi+HmE7zqGhMs3sXT9L+Byufhl0f8gnxyP4pM3QQgBIQSvztyGJHwPNi/RfeZac7B65WK0tPkXK0Y4oJWPNRp6CjAx1B4rBxNEjBqo8f1yuRzr18Rg0XRnRYIBAFZCNmKjnLB0cZQhq6+uQtptFogmGTXA2PCx8AtsiGJOLiRyMQghyBM/RanwOiJ6CNFMvhNPz8xByEdNcfJE+RSz+fn56BYSiCvnvseIPrcxODQNfxz4Bn17d0JZWZmJI6q5Ro4Jx8EyR0iq6Gn+oEQOSW1fNG3aVO/nf7NvBu2LYX5q166Npk2bwtraWrHP29sbZ/f9gT5XhWAGbgPzxXaEprDwV9xhNGjQwIS1fXsJ+7ZjVGdblf1+7wnhwDxFenp6le+/c+cOGjdggcNRbemzsWLDzuoV8vLy9FZfjWRyQCbTsFlmkkEfl9QAbDYbh36LR2JiIlYtX428vDzUKnqJo/N84WRXPka+Uwtg2Ccy9P9hLHz9TuPb6WMxdbQELZo4KI4zbZwQR089R/QPkVi0ZK1pgqnheDwewsIn4sDmaAx0Vt83Y21BLUSt038rRoXhX41Bu2WL0bx1G9qKYSGcnZ2xZNZ8U1dDLwghELKl4LDVPwps4Q3cvXsXPj4+VR6jqmE5Rp9QWJuWCtqSQZkzFouF7t2744+kI/hq9BBM7uOkSDAqWAnYmPYZDyuWzkdh/h20aGKtcpwuHW1x4XwyJBLtOh9S+ldVa4YhWzEqcLlcLP5pE+bErjLYOSiqMgzDoFTCVPro9u4zpsqVjAHA19cX1+/JIVMzwVVJqQwFxUKjdoglEjGIWMMmEWs+kBmiSUYN9M+Fv9DBX/1Mn0FNbHA+9Swa1FPfyMUwDDzcOCgoKDBgDamqKFoz8tQMJy2ohSgD9MX4r086B6N27doGPw9FqdMh+DMknFcdNZOTL8bdXGuNCxiyWCx8PXYaZi7NhVT6OtEoE8kxZUEuIqfO1XudqySXabdZIPq4pAZycvZAdl4avF1VlwjOzhXDw8MD9x/er/T9z15IYW+vfkisIWRmZmLb+rV4np2NgI87YUCY+U+Hbmgjx4QjeN1K9JXngPv/w0mN0YpBUeZgxvfz8EWfVNx/8RzDO1rDRsjGkUtFWH1cjrVbE7Q6RljYl2Cx2Bg0aTF8vAGplODhUy4ipy5DSNceKCwsNHAUb6jod6GpjAWiLRk10NAvx2HdsUqe5yeWYMw334LhvIe7GaUqr6dcLIavX6DRliZfEDUTYz9pC7ttyxBwaheuR0/Ax03fx82bN41yfnOlrjXDWK0YFGVqAoEA+347Ce/gOYjY44ABP3GQYTsY+/5Iha+vr9bHGTRoOJJPp2HmvMOYszgRSSeuoHtoTwPWvBJyuRYtGZbZJ4Mu9V5DzZ89A8+vH8C3/ezgYs/Fy1dSrDlShKecD7D6p+3IycnBoIFd8Hl3OUI720AiJTjwRzFOpthg34Fk2Nqq9uzWt6OJidg4Ogxj2flK8z3kyQiWCX3w1/VbYLPZBq+HuRKLxQhu4YdtnjnILiNYaf0hdh89aepqUVS1YMyl3juFnQeHZ1NlWam4GCd2BFjc/zDaklFDRc1ehO6j/oeJu+zQe0kZvtrEx/tdZ2P1T9vL+114eOBI4t8QOI/H9Bhr/BBrj3r+3+PwkbNGSTAAYN3CefiCyVeZUMqRzaBZyTMcS0w0Sj3M1ZutGbQVg6IsF5HJtNosEe2TUYOFdO2GkK7dKn3dysoKX30Vjq++CjdirV4rzstFrUqGqTWQFOHG1SvoFmrc6X/Nzcgx4ei4Khbe9erTvhgUZamkZQCj4d+x1DLnJ6JJhpmTyWQ4f/48SkpK0KpVK9SqVcvUVTIajtAapUUEQpZqopHDFiKgfuXj4GsKHo+HqCUr0PD9xqauCkVRb4nIZCCsqldZtdSWDJ0el8yePRsMwyhtfn5+AIC8vDx888038PX1hVAohLe3NyZMmICXL19WejyJRIIZM2YoZqjz9PTEsGHDkJ2drVSubt26KueNiYl5i3Aty76Eg3i/c3t8cWAtRpzbjTZD+2BU5DeQSi1zyV9dDRk3Hr/LVOfqEMkJzvCc0KtPHxPUyvyE9uqDRo0amboaFEW9LblUu80C6dyS0bhxYxw/fvz1Af5/xbvs7GxkZ2dj6dKl8Pf3x4MHDzB27FhkZ2dj3759ao9VUlKCy5cv44cffkDz5s2Rn5+PiRMnomfPnrh48aJS2blz5+Lrr79W/GysfgGm8ueZM4jcsgrMr1PA8LhgA5CN6Y5j8WcxasoEbF1Z/WfcHDxsOJISDmH7hVMIZRWiFgu4Lmawl+uOeWt+Ap+vOgSXoijK4sikgIaWDMhqSJLB4XDUrnDXpEkT7N+/X/Gzj48PFixYgCFDhkAqlapdftfe3h5JSUlK+1avXo2AgABkZWXB29tbsd/W1larlfWqi+9jY0DmDQWLpzwrJ7tPeyTvXoiun3ZD1oOHYAC0CWyDBQvna5zlztKwWCxs2R+PxCNHsGnlMhTmF6DZBwHYPuM71KlTx9TVo6gaq7i4GPv2x+Hhowz4v98SPT/rDS6Xq/mNlFpEJgFhVT2LMpFZ5izLOo8uuXv3Ljw9PVG/fn2EhYUhKyur0rIVQ23UJRhVvYdhGDg4OCjtj4mJgZOTE1q2bIklS5ZofGQgEolQWFiotFmSJ69egu3ioLJflHoTBf9kIuvCM/BzHcDLdUBqwhV80qEzMjIyjF9RA2MYBt1CQ7H32AkcvXAZS9aupwkGRZlQwuF4hPRogaxXi+HZOh7n70ahY3BTXLlyxdRVs1hEJi1PNKrcakBLRmBgILZs2QJfX188efIEc+bMQYcOHZCWlqby+OLFixeYN28eRo8erfXxy8rKMGPGDAwaNEhpHPCECRPQqlUrODo64ty5c/juu+/w5MkTxMZWvgLkwoULMWfOHF3CMyuMmhX3CCEonP4LfJj6YLNeXzorjg1E+RyMGxOBxKQ/jFlNiqJqkIyMDKxYMxVL4xzA5ZV/R20eAHzaT4pxowYgOfEqhEKhiWtpgbTpc2GhfTLeaTKugoIC1KlTB7GxsRg1apRif2FhIT799FM4OjoiISFBq2Y0iUSCfv364dGjRzh16lSVk41s2rQJY8aMQXFxcaXP5UUiEUQikVKdvLy8LGYikwFjR+HMwKbgNa6r2CdJf4yyz5fDu0z9Y6Nim+dIu3ON9lWgKMogIqeORvOQv9C4terEUYd3FKGObSRGjtD+i6U5M+ZkXB06bgSHY1VlWam0BH+dHmUx/8MqvNNkXA4ODmjUqBHu3bun2FdUVISuXbvC1tYW8fHxWicYAwYMwIMHD5CUlKTxFxgYGAipVIr79+9XWobP58POzk5psyRLZ0ZDOHsXJHceKvZJn+aDU1z5czkWw0ZZmWWOpaYoyvzduHVVbYIBAE0Dufjn6jkj16h6oI9LKlFcXIz09HQMHToUQHlWFhISAj6fj4SEBK0WsapIMO7evYuTJ0/CyclJ43uuXLkCFosFV1fXd6m+WfP29saJbXswYc73+PfBLoDHgYeUQa4QgJo8gxA52HyWxSVTFEVZDgcHJ7x4mg1nN9Uvj08fS+DmWr06nxsLkYtB5FUvkUDkNWCp96lTp+L06dO4f/8+zp07hz59+oDNZmPQoEEoLCxEly5d8OrVK2zcuBGFhYXIyclBTk4OZG9MIuLn54f4+HgA5QnG559/josXL2LHjh2QyWSK94jF5b/QlJQUrFixAlevXkVGRgZ27NiByZMnY8iQIdV+Yqo6derg0KZfkX78LO79fgpXkk6jZ+/PUMIozz1CCEExNx8R34xTmYKboihKX0YNn4R9G0pU9hNCcGiLFMOGjDFBraoBmUS7zQLp1JLx6NEjDBo0CLm5uXBxcUFQUBBSU1Ph4uKCU6dO4e+//wYANGjQQOl9mZmZqFu3LgDg9u3bigm6Hj9+jISE8mV5W7RoofSekydP4uOPPwafz0dcXBxmz54NkUiEevXqYfLkyYiMjHybeC1SxQRkALBy9Qp8WTwKqX+dhySfgGEx4NgTDBjcD+MiTDP9N0VRNUNw8KfYHx+AjYvPo/9oa9g5cJDzWIwtS1+hW+dR8PLyMnUVLRKRSUAYDS0ZFppk0FVYLVR2djZOnDgBHo+HLl26qAz5pSiKMgRCCA4eOoAt2/+H0tJCODq6Y/zY7xEUFGTqqumVMTt+tm01Dxx21d0LpLIypFz+weL+h9G1SyyUp6cnhgwZYupqUBRVwzAMgz69+6FP736mrkq1IRe/gpxd9dokcpllduqnSQZFURRFmRCRi0E09Kez1I6fNSbJqHgqZGkzf1IURVHGV/G/whg9CohMDAINSYaMJhlmLTc3FwBoxySKoihKa7m5ubC3tzfoOYhMokWSYZkdP2tMkuHo6AgAyMrKMvgfjCFVzFz68OFDi+r886bqEANQPeKoDjEANA5zUh1iAMrX0fL29lb87zAkIheBoOoWE/q4xMyxWOVTgtjb21v0H34FS5zF9L+qQwxA9YijOsQA0DjMSXWIAXj9v8OgZCLNj2UsNMkwwm+PoiiKoqjKEJkYRCbSsOmeZKxZswZ169aFQCBAYGAgzp8/b4DaV40mGRRFURRlQnJxoVabLnbv3o3IyEhER0fj8uXLaN68OUJCQvDs2TMDRaFejUky+Hw+oqOjLX6F0uoQR3WIAagecVSHGAAahzmpDjEAxo3DEC0ZsbGx+PrrrzFy5Ej4+/tj/fr1sLKywqZNmwwUhXo1ZsZPiqIoijInFTN++ju0AVvDtOIyIsONgosqHWr5fL5KIiQWi2FlZYV9+/ahd+/eiv3Dhw9HQUEBDh06pNc4qlJjOn5SFEVRlDnh8Xhwd3fHjZyLWpW3sbFRmYYhOjoas2fPVtr34sULyGQyuLm5Ke13c3PDrVu33qnOuqJJBkVRFEWZgEAgQGZmpmLVcU0IISorbZv7YymaZFAURVGUiQgEAggEVS+OpitnZ2ew2Ww8ffpUaf/Tp0/h7u6u13NpUmM6flIURVFUTcDj8dC6dWskJycr9snlciQnJ6Nt27ZGrYvFJxkxMTFgGAaTJk2qslxBQQEiIiLg4eEBPp+PRo0a4ciRI4rXZ8+eDYZhlDY/Pz8D1/41beL4+OOPVerIMAxCQ0MVZQghmDVrFjw8PCAUChEcHIy7d+8aIYJy+opjxIgRKq937drVCBFo/ze1YsUK+Pr6QigUwsvLC5MnT0ZZmfJKiaYcp66vOEz52dAmBolEgrlz58LHxwcCgQDNmzdHYmKiSjlzvxbaxGHsa/E259u7dy/8/PwgEAjQtGlTpfssYJp7lCHiMOU9ShuRkZHYsGEDtm7dips3byI8PByvXr3CyJEjjVsRYsHOnz9P6tatS5o1a0YmTpxYaTmRSETatGlDunfvTs6cOUMyMzPJqVOnyJUrVxRloqOjSePGjcmTJ08U2/Pnz40QhfZx5ObmKtUvLS2NsNlssnnzZkWZmJgYYm9vTw4ePEiuXr1KevbsSerVq0dKS0stKo7hw4eTrl27KpXLy8szmxh27NhB+Hw+2bFjB8nMzCRHjx4lHh4eZPLkyYoycXFxhMfjkU2bNpHr16+Tr7/+mjg4OJCnT59aVBym+mxoG8P06dOJp6cn+f3330l6ejpZu3YtEQgE5PLly4oylnAttInD2NdC1/OdPXuWsNlssnjxYnLjxg0SFRVFuFwu+ffffxVlTHGPMkQcprpH6WLVqlXE29ub8Hg8EhAQQFJTU41eB4tNMoqKikjDhg1JUlIS6dixY5Uf3nXr1pH69esTsVhcaZno6GjSvHlz/VdUA13i+K/ly5cTW1tbUlxcTAghRC6XE3d3d7JkyRJFmYKCAsLn88muXbv0XXUl+oyDkPIPcK9evfRf0SroEkNERATp1KmT0r7IyEjSvn17xc8BAQEkIiJC8bNMJiOenp5k4cKFeq/7m/Qdhyk+G7rE4OHhQVavXq20r2/fviQsLEzxsyVcC23iMPa10PV8AwYMIKGhoUr7AgMDyZgxYwghprtH6TsOQkxzj7JEFvu4JCIiAqGhoQgODtZYNiEhAW3btkVERATc3NzQpEkT/Pjjj5DJZErl7t69C09PT9SvXx9hYWHIysoyVPUVdInjvzZu3IgvvvgC1tbWAIDMzEzk5OQoHcve3h6BgYFISUnRW53V0WccFU6dOgVXV1f4+voiPDxcsZKuoegSQ7t27XDp0iVFk3tGRgaOHDmC7t27Aygfp37p0iWlY7FYLAQHB5vVtdAURwVjfzZ0iUEkEql0nBMKhThz5gwAy7kWmuKoYOxrocv5UlJSVGINCQlR/J5NeY/SZxwVjH2PskQWObokLi4Oly9fxoULF7Qqn5GRgRMnTiAsLAxHjhzBvXv3MG7cOEgkEkRHRwMAAgMDsWXLFvj6+uLJkyeYM2cOOnTogLS0NNja2ppFHG86f/480tLSsHHjRsW+nJwcAFA7NrriNUPQdxwA0LVrV/Tt2xf16tVDeno6Zs6ciW7duiElJQVsdtWT1rwNXWMYPHgwXrx4gaCgIBBCIJVKMXbsWMycOROA6cap6zsOwPifDV1jCAkJQWxsLD766CP4+PggOTkZBw4cUHyJsJRroSkOwPjXQtfz5eTkVHn/MdU9St9xAMa/R1ksUzel6CorK4u4urqSq1evKvZpaoZs2LAh8fLyIlKpVLFv2bJlxN3dvdL35OfnEzs7O/LLL7/opd7/9TZxvGn06NGkadOmSvvOnj1LAJDs7Gyl/f379ycDBgx45zqrY4g41ElPTycAyPHjx9+2qpV6mxhOnjxJ3NzcyIYNG8i1a9fIgQMHiJeXF5k7dy4hhJDHjx8TAOTcuXNK75s2bRoJCAjQewyGikMdQ3423iaGZ8+ekV69ehEWi0XYbDZp1KgRGTduHBEIBIQQy7kWmuJQx9D3KV3Px+Vyyc6dO5X2rVmzhri6uhJCTHOPUudd41DHkPcoS2ZxSUZ8fDwBQNhstmIDQBiGIWw2WymRqPDRRx+Rzp07K+07cuQIAUBEIlGl52rTpg359ttv9R4DIW8XR4Xi4mJiZ2dHVqxYobS/4o/8n3/+Udr/0UcfkQkTJhgiDIPEURlnZ2eyfv16fVVd4W1iCAoKIlOnTlXat337diIUColMJiMikYiw2WwSHx+vVGbYsGGkZ8+eeo/BUHFUxlCfjXf5eyotLSWPHj0icrmcTJ8+nfj7+xNCiMVcC01xVMaQ9yldz+fl5UWWL1+utG/WrFmkWbNmhBDT3KMq8y5xVMZQ9yhLZnF9Mjp37ox///0XV65cUWxt2rRBWFgYrly5oraZqn379rh37x7kcrli3507d+Dh4QEej6f2PMXFxUhPT4eHh4fZxFFh7969EIlEGDJkiNL+evXqwd3dXWlsdGFhIf7++2+DjY02RBzqPHr0CLm5uQa5Hm8TQ0lJCVgs5Y9PRTlCiEnGqRsiDnUM+dl4l78ngUCA2rVrQyqVYv/+/ejVqxcA08wZYIg41DH0fUrX87Vt21bp9wwASUlJit+zKe5R6rxrHOoY8h5l0Uyd5ejDf5shhw4dqpShZmVlEVtbWzJ+/Hhy+/ZtcvjwYeLq6krmz5+vKDNlyhRy6tQpkpmZSc6ePUuCg4OJs7MzefbsmdnEUSEoKIgMHDhQ7TFiYmKIg4MDOXToELl27Rrp1auX0YawVnjXOIqKisjUqVNJSkoKyczMJMePHyetWrUiDRs2JGVlZYasuoKmGKKjo4mtrS3ZtWsXycjIIMeOHSM+Pj5KTb5xcXGEz+eTLVu2kBs3bpDRo0cTBwcHkpOTY5QY9BWHqT8bmmJITU0l+/fvJ+np6eTPP/8knTp1IvXq1SP5+fmKMpZwLbSJw9jXQtP5/hvD2bNnCYfDIUuXLiU3b94k0dHRaoewGvsepe84zOEeZSkssuOnJllZWUrfzry8vHD06FFMnjwZzZo1Q+3atTFx4kTMmDFDUebRo0cYNGgQcnNz4eLigqCgIKSmpsLFxcUUIQBQjQMAbt++jTNnzuDYsWNq3zN9+nS8evUKo0ePRkFBAYKCgpCYmKj3aWt1oWscbDYb165dw9atW1FQUABPT0906dIF8+bNM9k8/f+NISoqCgzDICoqCo8fP4aLiws+++wzLFiwQFFm4MCBeP78OWbNmoWcnBy0aNECiYmJKh3KjOlt4jC3z8Z/YygrK0NUVBQyMjJgY2OD7t27Y/v27XBwcFCUsYRroU0cxr4Wms733xjatWuHnTt3IioqCjNnzkTDhg1x8OBBNGnSRFHGFPcofcdhjvcoc0WXeqcoiqIoyiAsrk8GRVEURVGWgSYZFEVRFEUZBE0yKIqiKIoyCJpkUBRFURRlEDTJoCiKoijKIGiSQVEURVGUQdAkg6IoiqIog6BJBkVRFEVRBkGTDIqiKIqiDIImGRRFURRFGQRNMiiKoiiKMgiaZFAURVEUZRD/B+8TZgfnLbyIAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "pws_plot = plg.plot_map.plot_plg(\n", " da_gauges=ds_pws.sel(time=\"2018-04\").rainfall.sum(dim=\"time\"),\n", " vmin=0,\n", " vmax=100,\n", " kwargs_gauges_plot={\n", " \"s\": 30,\n", " \"label\": \"PWS\",\n", " },\n", " ax=ax,\n", ")\n", "gauge_plot = plg.plot_map.plot_plg(\n", " da_gauges=ds_gauges.sel(time=\"2018-04\").rainfall.sum(dim=\"time\"),\n", " vmin=0,\n", " vmax=100,\n", " kwargs_gauges_plot={\n", " \"s\": 70,\n", " \"marker\": \"v\",\n", " \"label\": \"reference gauges\",\n", " },\n", " ax=ax,\n", ")\n", "# Note: poligrain right now does not support plotting of a colorbar\n", "# for point or line plots. hence the usage of plt.imshow is a hack\n", "# to generate a mappable for plt.colorbar.\n", "plt.imshow([[0]], vmin=0, vmax=100, cmap=\"turbo\")\n", "ax.set_xlim(4.65, 5.05)\n", "ax.set_ylim(52.24, 52.45)\n", "plt.colorbar(shrink=0.6)\n", "plt.legend()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 4 }