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@jmettes
Created March 24, 2023 04:49
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{
"cells": [
{
"cell_type": "markdown",
"id": "69bf4b94-bc0e-48c4-8e43-c574bd71f87a",
"metadata": {},
"source": [
"# Plotting Sentinel-1 data frequency over Antarctica"
]
},
{
"cell_type": "code",
"execution_count": 349,
"id": "b19227f4-2138-4031-9bec-491c7511a664",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"from sentinelsat import SentinelAPI\n",
"from datetime import date\n",
"import shapely.wkt\n",
"import geopandas as gpd\n",
"import cartopy.crs as ccrs\n",
"import cartopy\n",
"\n",
"from fiona.transform import transform_geom\n",
"from shapely.geometry import mapping, shape\n",
"from shapely.ops import polygonize_full, unary_union\n",
"\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"id": "bfbc3a3a-f5f8-4880-929e-3feb0a1f1a63",
"metadata": {},
"source": [
"## Query ESA using sentinelsat Python API"
]
},
{
"cell_type": "code",
"execution_count": 725,
"id": "e22beb15-222e-4416-980e-373f14de5ee6",
"metadata": {},
"outputs": [],
"source": [
"api = SentinelAPI('xxxxxx', 'xxxxxxxxxxx')"
]
},
{
"cell_type": "code",
"execution_count": 707,
"id": "2c0e5b7a-92bf-4152-aaf0-2014d338562e",
"metadata": {
"tags": []
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 710,
"id": "d62bfe0c-313a-48b3-b86e-9526af5cd719",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"POLYGON ((0 -60, 0 -90, 180 -90, 180 -60, 0 -60))\n"
]
},
{
"data": {
"text/plain": [
"<cartopy.mpl.feature_artist.FeatureArtist at 0x7f4341b4fa90>"
]
},
"execution_count": 710,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# I had to split up the bounding box from the full latitude of (-180, 180) to into two chunks [(0, 180), (-180, 0)]\n",
"# because I was getting weird behaviour of it returning less results the bigger I made the footprint\n",
"# I raised a bug report with the Python API: https://github.com/sentinelsat/sentinelsat/issues/588\n",
"bounds = east, west, south, north = 0, 180, -90, -60\n",
"\n",
"# WKT \n",
"footprint = f\"POLYGON (({east} {north}, {east} {south}, {west} {south}, {west} {north}, {east} {north}))\"\n",
"\n",
"print(footprint)\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree())\n",
"ax.add_feature(cartopy.feature.LAND)\n",
"ax.add_feature(cartopy.feature.OCEAN)\n",
"\n",
"ax.add_geometries(shapely.wkt.loads(footprint), crs=ccrs.PlateCarree(), alpha=0.5)"
]
},
{
"cell_type": "code",
"execution_count": 709,
"id": "c7363554-9b7d-4f1a-90a7-88870d7c9684",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "823230991ee6404d9a91f23f382593f1",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Querying products: 1%| | 100/16812 [00:00<?, ?product/s]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"results = api.query(footprint, date=(date(2020, 1, 1), date(2020, 12, 31)), producttype='GRD', platformname=\"Sentinel-1\")"
]
},
{
"cell_type": "code",
"execution_count": 711,
"id": "a4f2ba9f-9c00-498f-baca-b55b03568a99",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"geometries = [shapely.wkt.loads(dataset[\"footprint\"]) for _, dataset in results.items()]"
]
},
{
"cell_type": "code",
"execution_count": 714,
"id": "e5f9728d-ae18-4eaf-aa79-a665fbbee0ae",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# keep copy before requerying for another chunk\n",
"geometries_old = geometries"
]
},
{
"cell_type": "code",
"execution_count": 715,
"id": "e2fea986-5114-4a2c-9b68-69936ecbac66",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"POLYGON ((-180 -60, -180 -90, 0 -90, 0 -60, -180 -60))\n"
]
},
{
"data": {
"text/plain": [
"<cartopy.mpl.feature_artist.FeatureArtist at 0x7f43641344f0>"
]
},
"execution_count": 715,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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n35FbN4Qp1hwWKhaTS2LtIrw5YHOnv4JppOmEMBaMzGf48KLN1e6Nu++LnYLn01mWKoKB1pggFrT6gu5mwUzR5slbCh4PmlfTEdXA55OLAdkjtBjeK0qlznsvZjJ8Pb4aCdBCoNE432FzayCiJZOaYEkFw/NZ7g8nhPH+zu+LXTZdeUUYC2oh1EIYnY/SOhkBPa02k4tbv4ZUcKmz8cWvaUCzF9LspV//9ObbZoXA1R6PJEkjl4lMDalcS9HfWtnyZ8qBzRdDDlNLe/ssDENQj2ByyUCq9N4bJ2ot8nMW0GLggMl5Jj+9GZF1tl6IFisO90csuvKCm72bL+L3zm082b91XiBI1bNU8KeXPgsVg4sdKzclCVGyntyLk3RCXpuvMMX6WSwEXO1OXcT+jy9MXsz4tOdiZosWX41GKLV+vM1Zk7sDlQ1RA8dS/OxmdcsQvG0qLnYEPJ1yWa6a5LMJHbkaAvBdm5aszcSiYHwhOpKQWiWQSNX4uQKpYGwxSy0UhIkg65qUjjCSonk3QsCFLpvbfSE5b32heTrl89XI/kXuuQ6bb1/aKK7jRLBY9ijVEjKuwXcv1/h14OLZBp3NaZRu9b6xWDZ4MWNzradyIAO2GgHTgK6mnbucAvhORIvvMLW0+9dzLMF/+laMZ282y1IrhkuxNAkTgzA2CGOx9uf17OkpLtyVGPjWBZvYsBmbj480ROJagvZmi3I9rcBtZKVWDRL++MKhs9mjuzmmu7m+1mtdrNv85rHE9xSeDXNlD8eU+E6Cs40Pv/1GdMEQ8O1LVd58mGHAhxcSfvkw/VoqGJmLGJkDgcX5Fc91y1AsVy0ml6CvDfpbAzJOnLbzCZfHY+vDSMq1hHJgYwm1ZjMLby8gzLoxH17YLICavIgmL2KwHUrnbJ5MOvhu+lxPxg8nv9qWM5gpOowuOnQ3pwY4jVZHkEgIYovB9lTU1SOTMPa0GPgGpsGx5pmVgvZcOkjLMuVal0BvS8TEosVCaW/Rpxbf5M456GvZKASUgnsjWWpBzE9umXQ31whjk5xn8L0rmzcPg+3pz6y2B59VhICLHRGLZWsttN/TYvHJpZD5ssNi2cB3FTlPEiWCYk0QRNCVT7uWKgGbBrKtPq9jKRxitqqnvNIlGF7IMrkE00tHs9nZDY4l6Omyd/TYXRUQ/rffPCMS/oZWtoPG9wy68yYdTWnhnWNLOnP1tYugGlqML7pkXUkiBRNL6VCRMJZ4jkEtlEfulf02O9XOZovKFi1WAnj/gk1PPsIwFFIJkpU5954jydjRjkN/SqW2wZPLBhOL7y42/M8fqA27HEj723/31FyzPLZMwQ+uC3rzu1Pou6EWmcwWXYo1QaGamtYEB/TZOZbg/QsWqLR4sz0X0+TufaDSQVMJLH79tUVPi8m17ggELFct/vS88VMbh0GLb/L+IDS58VpUx7NjbFMSxCZLVYf5ksFsQR3bFMGMY3Cj38Q0wDLSuR6LFYNnE7tbBCxT8F8/CrdNI8aJ4O/vuxgCfnxD0pLVaaPdUA0t5ssOPc01HOvo1oIoFsyXPWKZtl1bpsIyJaYBgtQqPogMZosGzyePRjic67ARcZn/+fvX3llA2BDdBG05i/fOSzpywTsL7t7FaotIJbAIE0EiBUFkUIsEGUchUCxVBMsVRbEmd9XnKgR0523am6A5o6gGgrkSfDgYYgjFkymPl1MhuYxJe5PB8GyEZQraciZBpLY02mjNWVzuFmQdiWNJlBIIARk7JvvGrnw3v385sBlbdNbCmJYhuHXOIoxhclFypcfgfHt9gxKOE8HjSX9T4ZptCjKuge8aNHlwoVPh2gq54gUghMI2JKwMqakEJktVk/7WkIydbKm2tyNOBC9msjw4gPDr1V6bjy6sp1zUitFT8y5nKxwGiYSlqrtSLwL1yGB4Tuw533mSaMtZdDYbtOYkTV7qwqkUtOWCd4a5izWHPzxPJyM2ZUzmG3S0cItvEidplHC7G/4HF22u92yd/wb41eMsUsLPbtX2fU/UNB5//2Vm21kzb6O31V6xmRfUQ0U9gihWax4scZKONX+zq+tEdBMYIi3Mee98sG2OfbcIwYor3lve6M71f0aJoBralOomU8sm4wsxQSRpb7K40gMduQhDKKLEIOvEONbGxeTmG//+6EKZG70WGTskiE0uddo0ZSIyK7moIDaYK6V59WJVUahKCpWYpYqNa0E5MGnJxDRnwrfeGMPYoBxYhImBZSiavAjHlAiRCqEvR5y16I1nG3x0SdCTrxInBu+fS5hYzvAPX1pc6/O41ZeGHi1Tcau3wqVOiz+9sAliiWcbLJRiompCsZowBVzvlfgrn9Wq8BhecN/In6bjdR+NgiFMPrzk7njyoGUqrnZXKVSzDM/tb2Ecmo0JYp/WLBTrML2U0NNi8p3Lxy8GTAMydsJ00WV8IQ0vnvbb/fkOm+t9Me3+3qdQNmdCfnFHYIr05lcJLMaXXCoB1EOoR4pS7XhdDW1TcOcc9LfUgLQ4tBZZLFYs5oqC8YU0xTqxqAgin5t91Q2pQEivq0Il4XynRZQYGEZyauoBNCl/e7fOcs3FMtP7qWmkG9VYpn4yQWyubLQU9djg0ZjBbCG9717sqL21VVQpqIUWpcBioWzybMTc0THtKjLw7188YynIvbXd4l1c7LL51vkahgGGkA1ZBRsnIv1wjuAClAqCKP2wwsTk5YxNua7oaxVpP3+SVrZGcdp205IV5LMJlgmuJSnWLJ5OphGOjGPg2mLtpHmTnhaL1pxBLVSUaoqFUkxzxuTv3q9tutFMLmfoaqpjGoqvJ30ejqYLc1vO4ue3q5s+s+Wqwy8fbp3bbcqYK7bI0NmU0O7Xt51KWKw5PJmyGV+IDyzVI4CBDpvuvOJ829EPRlrtFqiFFtUwNZiaWJSHmmprFEwjnVNwrTvclJY6LJRKU15Tyzbji2rbnP5gp00iWbP/3q52xTSgK2/T1QztTQkj8yavpyN6Wm1sM9185LPQ1RxTjwyeTQou98D5tuqWC3giYbHiMbFkMjqfYBqCv76z2Qdguerwl5cmUsHf3K015H1Sc3QoBYsVl4yT7HrjXCyWGBz88GDTBCMj92hubqIemYwteryc3pvHdNY1ON9hcrU7wD8B7V9HRbHm8HrOplxPbzJp3kngWoqMA08nJbYp+NH1jT7+iYSliotlKkp1k9miQbGmyDjptEOl4FJnuJZ7fD2XJWMrmjPRO9//l7NZPn8V095k8YNr4ZYn4stZf8OI4lXyWZOf3w6wDMn9sRzPJ0NcW/CdKwZ9KzunrZASCnWHct2kUDN5OhHt2czok8s2l7u2D8ceNOXA5sWMy9RSsqLQ5bEaMR0HQsDd8zaXu2q4xzyVshaaTCx7fDWysej5co/NJxcrJBLKgcPvn6WdHK4l6Gqx6GyC9lxMSzbYMK43iE0EWxeb7ZZVobiVQK2GFv/60CJOFP/T+4m+T2r2zE7FwJ7SBJ6dcLW7wpUumC+73BsyaPGNlZ2sYrny9lx8NZA8nZC8mDK4e97nXJsWBZCGQb91fvsw9oWO9O9v7hJMAzqa0lRESxbOtb39dc637TwPeaWrSpvvkM9sjghAGkXZrkgnlorh+QzVEIZmU7EQRIqFskFfy/avaRjQmg1pzcI54GKHxcMxl0JNEUQ797v3XYPels3tQofF+FKGP7+QxMnxpyKOC9c2+NEN6MgdnQB7Gxkn4UpXBdvMbirOjBNBNbL41UNBlCR4tsFf343x3a3PGUNwoJbXaaX65nN5qpDhz88lUSL52/fQ90bNkbArMSC/cd4Kkd603xt06c2vX/xxIhhdzPJ4PKFS3/hDGcegM2/S0QTNmYThOfh63ORSt8vdgcY3zzhODuq92W1BUpufLm5zJY+5kklLVlILDZYqMDIXEyVb36wqdcm9ofXPXwDfv25yrm37hWK+7FKsmbT6Ma0rkQzfjfnulfQ1nkz6PBjZmRioBJJy3TqwepStqIUmUwWP0XnF9B7TZ90tFvmsgWnA8Gy8lvPuaLIIE0WpltDTYjPQlraa1mPBvdeNV2zYlkujR0e1eCUSXs36jC4osq6gJQvNmfWxukoJyqHNTMHmxZTkSo9Di68o1QULRbkyzCviv3yURs+OsvJ8O+ZKHk8nBd+5atCROz4bYc3ZY1dpgv/vL5/x47suQWRgW5KcG23Ki1VDi1poUo8MXs4YaxXSzVmT715JaM02TnuXZufMl12eT1s4Zuryt5vbpiHAsQ06m02+f+XtswM+H/J5OZ2eM9f6HG73V3EtSRQLHk34PJvc3a67K2/x7UvRvnPWSsFCxaVUNylUBUsVRbkuN4nd3dKcMfnwoiLjSHwnQgjFTDFD/o0UTiI3CsFqaPKH5+6ee9wPg8s9Nh+cr+5KaEoJr+Z8ZgrpZLicJ7jYxZr3wk4JY8H//tnGXmpDpGF900j9UQbb3150pdGcVg4lTTBTiPj7ex7paBrBpe4cl7si8pn1ntnPh9wV68xk5c/KAVUT/uOJ4JPLGfrytU1FZHEiKAU2vhPri7bBWK46/PtjxY9vJnQ21fnWecFc2WV80WRiMaH+jeptQ8BPbxt05OoI0gjSaovVu4TgxxcrXOh0GZm3GJ6NeDll0ddms1RJqNR3H36fLcT80wPB//rJ3iMrUsEfXvhMLETAwS7AxVrC/RGTwQ6bc+2KnBttqqf45nFnnYQ75yS/f3q8hjyQHtsnVywG23Y/IOrL0RwvptY/U9MwiZPdf0iOpXBtgyCS9LbaXOmWzJcNppbSQs3MStuuRnNWWJ0yGyWCiaXMjn5mX62Fr2dCXs+AYzlc6LKwDN7a+xtEit8/TTCEQ3PWRMp02EOLn7ZNZFyDn9ywNrXvaY6WRMJy1SWWgplCWsBnCEFrNm15NExFT3OdnGvz8YWI13M+Q3Nq7bNXwOsZk7miv1JHkg4WWSwlDHaaDLTFtL/FFbAjF9CRC7g7YPDrr13GF/a3q08kLFS8XVucrhLE5ooQOByWKwnlmiTnWeTcrV8nkWmB6XzZZnKJhvAkGOy0uTMQ0uTtbievVOq+OVNINwsdTRa3BhQ9+c2dLTvlu1dhtmgzvazobArob5W8fy7dZLxrXK9Gc9oIY4PHExleTkdUKju77x2K6dDFLhvLFOSzkqWKYGZZbmmwYIjUKEEIuNZnYRow2H5wngOa3aMU/OODzCZb3IF2m5wHt/urTBc8nk8J5oox5ztsWvx0d/Ziamtjpa3oa7P5wdWNNSJBZLBYdWnJhGvdErMlj18/2v+uLuMY/OiGXKt/2CnVwOKzIffIFl/PSQ2efFeQddOd92I5dWfczuXyKLFMwbl2i+u90a6d8aSCmWKGJxNp+6ttCT65bHKudeuZF3thdUek0Zx1pILfPfN5PbF4fKZDq5Xjhkj7zLcSAi2+yc9vpSN+EymwzKOr+tZsph6ZPJvOUKopSrXNC9/q7vz5pI1UCe1NFj+8YVKP4MHw1jMGcp5JJdh6lsTkYsT/+NLjQqdJd7OkPVfHtSUdfp2n01nmiorOZkEtFBzEFL9aKPnlQ3h/0N/xUJcHY/6K1ezR7cLroaQeShZKR/aS78QQcKnbZqAtWXEJ3f21Olv0+HxIbBjq8pObgo7c3k2ItkILAc1JRKn0Hrxqmrfv54pNHDPhR9cqLCztzHToUB0IpWLLneL5TptvX1wvNtJ2m8fLVMHjz88VQfzuRXd1c6oUjM4bGyYR3j6XOineG4p4/4LNzd60j7sa2tQjE9uUZJ2YscUMTyfToVNPJyRPJ0AImxbfojkjaM5Ac8bg8djBhneVgvvDEWHsb5oOuRWJFA03eOSosQzBL+4qWrJ7bxVMJPzlFVS+sSko1Ew6cvs9Qo3m5CAVSCk2rXnPZ3y+HIr4m/d2LwZWHQfnyw4zRcHkYrLSkWSSdQ0K1cKOnudY7IizzsE+XxgbFOs2HTkdXdgt0wWP3z2Ru170Fssxi+WN33s8Fq3tzJZX1g7TWJ9cuMrlrgoXO9MxsBOL6dzwYjVhqRyz9I3nPAy+Ho/wXZ+LHZVt3RClhOnl0+8S+C4SpWj29ifKCjVny66Lcl1v4zWnG6VS/5HhOYNSXVKuJeQyJn9zp74y6MrlxbTFyFzEtT6bNn/norsSWLyYcXk5vTpxdnN6faeeLHDEYmA1bTA8m9DmZxjYxrJzN7ya9bFMteYFDmnu+S+vM4SxYrBD0J2PGmpiXaNQj0x+/0wd6O53NSUwvRyvFG9t/eSGgFt9FW71pV//H194R+op/9mriEdjHo6VnhT5rMGdgWhtkNHoYpZiVdeuKAW1yNqXd0CbH/KD6xk+fyU3TKVcrijmyx4dufUCp/T1TCqBTZwIFNDZVN/k36/RNDr1yOTesMfo/Gp3XUqxmvDp6yyVQLFYirnYDX/7PttG32qRyXzJoSOX1lLNlz2eT5krz3twKcwjFQO+Z3Kp2yBKBH98HtKWy3KpGyqBQXNGcrFj5/nDSmDxZNJlajnhP3+rjhBptfVCxaJYEyvtjTBfTB/vWi4dzRYISBJFPmvQlpPkMzHNXrjtDvE0M1N0ibcxDNovQaRYrrkbbvRvI+sam8SAbQl+cjMd7buV3fF+qYWS2sqmt1BNGJuH7pYsUsFSWUcFVqmE+xMDAOfaasQyy19erD/P1FLE1BJc68shBJTriuVysjLJUaJUKhpvn8tyq2/3rYsazWGiFFRCG9tIcCy54fws1Bx+/VgQRFvft0bnI7pbLP7ufciviIDRxSwAQSSYWobOJphYVMyXYiDBECYDHR6jcxFw8BunIxUDpVrCl0PrN9k3Q82dzRYXO6BUt7EMiWslGEb6hsdSbNgZJBIejLqMzqcjgu+N+MyXFEvlmO36wINYMbG4/sFML6//X9b1uH3O5EL72XJANITCdw2qgTzQqXlCwHevWrsqDrvQKSjVxJp/fDrLXdCRq9ORC4hi/0BGG78NBXt2ETzNzBRMur7RRBQngpezWZYq8MnFt5sNSQnzFY/PX2393j6fDPnWBZsrXSH+ipFZIiFODExD6dZAzZFSCSzmSk46JjhKJ2IGMVgmOFa6FhkCJhZXZ/NYfHjR5kJHjVgaVEOTWmiQcSCINm8qLDPtojnftt5FM13w+OOzjdfH5OLGn5OKFSFwOBzrCOM3WSjF/OODDMVqgmNZtPju2sLwo+sRtrn+RlUCh2ItVUZxongxtb83qBpIPnspeTzmcaXHpKMpwbUkAjANiWfHp1IknGurca4NlmsO/3z/4J5XKVgoC3rzWw9h2Yqr3RUud8HXkzkEisGOkJy7HlW42VdBCJ/7w8ffX38S6cxbvHdOEksYnTfXOn52wsupGNfy6W8NkEqwWLF5OKoo19PnaMlmudm3dYhTKfiHB947nRqXKtCTF2tpQ9NIrz2N5qhIJLyYSae0JnJ3m4J7QxH3hlaXU8WbaYE36cpbfOdyuGH+xatZn88OIfK5WxpGDEjFWttRGKu1MbyXe2x8NyaMDaaLHqPzAt+Fjy/FGAJ+93RzeHmvVAPJV5t87w2u9fl8ONgYg1cOg5ZMyPlO/0BV5/PJiNmCy89v7zzfawi40799BeGN3gqJXB+prNkZtiX40bV0fHOxbpNxTN4btHk5neyowCiI1crNblURp9dmc9Yk6xg8Ho+52GluWQVdDa1thYBlCi502ixVJCNzER1N9q69CzSag2Cm6PH5a7FlW/VB8PM7Bjk3wrM3167lvISrvc4GN87joGHEwDdpy1ncOafoyVeYL7t8NWquCYQfXDcpVC2eTUlq4eHndp9PptXnV7pObxrhw8E6V7stfCehGpkslC2mlvY+fAdSZ73h+SxXuw9OSN3qqzC9nGXuLU6Xmo0MtFk4VroTafYi3jsXUY9MHo/trP/4m1zusbnQkdDm1/jLK584UXw+5PGDq5vz+tMFl+2KnH50Q9DdXCaMDUYXM/TmdTeQ5miphhb3R9yVYryDx7YE378m6HyL+2l3cx3TcHkxdSiHsGMaSgzYpsD3DL51QdHdVKUaWvzDlx6VQPJmLcAfnm2ce3AUfDkUMbGY5a9uHpxbWiPh2cnazi7rxnTkAq73pPmz+6OpJfC7vSo3IgS0+ge7aEsFzVnBQokz7wGwU0bmIm7122vtnVEi+PNLj0Tu7QZ4ozekyUv9JbryirF5qAaKieUMA601pIKxxSymofhqdPvPf7W41LEkV7pOb+RN03isDsl6MBITJ4cXabzSY9Obf3u/9ELZZWLJ5iDM1fZDQ4iBnhabW/0JGSdhatlifAFeTvtMLEYo1Th5w9lCzMhiloGW2pkxSvLdmB9cjYkvCRarLkOzJsuVNPccxYp6tPXn0+KbfHxJHrj3g2nAJxcr3Ok3eTDmMbyL3PdZRSp4MulyqdOgoynANhU/vVnh+bTPvaHdv3+1yKTJi3g+ndZw/PyOoLOpytOpHFMFj9mixZPxd9/YyoFDPqPTApqjZaHi8vlrk6Xy4d87+lve/hphbPDvX0OcHP91cGxiwDIF1/ss2nOSagj3RwwWy5KD7Js8DP78PMZ3Xf76brRv28iThGUquprqm6rKX85mN1SJX+21GeyIafP3PnRmJ2SchO9ervDxBUEltJlatnkwsvvoxWnlfIfNtwYDXCtmeN7n3lCI79pE0qAzl9qAX+2uUKj5DM9Gu5p++GTCpOsGtOUSLFPw68eKgXafsfnVG9r6jS3jGPS1mTRnYLYAE4sR7w3anG8P8Z3GvtY1p4+FssuzKWvLKv/DoB5vn1cOY8F82cUy1Ypp0PFybGIgThSPx1ZvBo2/qK4O5JlaUswVYx6Oe7x/Ts9IT+TGFX9yKeG9c+GhCoE3sUxFPhOSz4RUAn/fnSUnnaxr8N2r0NW0Hnb33YREslZ4OdCe5YfX0vz+JxcrDLR5/MfXOzuPDZGOXZYSuprq/K+fwMsZn5ZswicXYyaXPV5MQ3+boK8lIp+pr6XVrvesmlJpAzDN8dCeC/j+1YByYPPFkINUilv9kigRfDW6XsR+a8Dm6/H930tmCwYDrZu/X6rb/NN9gVSNs/Y1RJrgJFAJFN8aDJlYTL2UX01HTC87a4ZHZ5W+lpAvWX8DKnXJTNFjoLX2lp86HD66UOFmr8UvH1lH6mbYSISxIp/ZeBOrRQYgGWi3udApN7Xs9TTX6W31t5zMmPNMLnQadDQleLYknwmJEmPNpMsQcK1nXXhc6KhyoWP74zvL14qmcci5ET+5sfF872oSfD6cpc2HK11Vhmbdfd9Hppc3/rxU6ayWV7POkQ5A2wlaDOyQhVLMb57YnO8QaxPlKnXJV+M5BtvDM9sS1eRF3BzIbcgRzxa3VsNHQdaNac46Z1YMCCBKTNyViFUYG3w9noYgpYLefG1TR4wQ8IOrVcqBzV9emixV0t2KacDPbkebRoqf9WiY5nTiWIrrPTGuLbFMRW+rxeuZ/d3Xi7WESrDu4PnHF/7KBNjGEgIAp7RR7nAoVhOejEcbQuBPxkMejNrHd1ANwO2+CrfP2WvxgQsdx3Oix4ng1ZxPpX78+bfjor/dohaaTBc8Ph/y+fsvbUq1BNsUvHcu2rY11jIVsRSUausL/d3z9iYhoNGcZsYWrbXUpxAHcx+ZKrgAzJfdNZv8RkRHBnbJVoVWM8sRpbq9YTLfWcIyFXcHKpxrd0BxpFGSemQytugxXwLfFVzprjM671De2UiEU8fwbMTw7OpX6ydrlCg+fWXx/mBaQPjNWRxKQaFm0ZpT9LYKuppj2ncxQU2jOenMl12eTkRUApsfXA3pb5W8mt7/8z6dkJRqOZ5NNnb0WIuBA+CHN0xKdUWx7uBa4NkBuX0OdjmJtBxgm1g1tCgHFnJlPbNMhWdLXCsGBUFisVC2ufc6IYgj+tps7g6U+WrcZ2b5bIqyt3Gj3+ZcW4xUgseTPpUAwjg1hgpjlTqoipj/y0ehnhCoOZNUQxOIWa6kN52efI0WP8NyZX9FfuV6wrPJxikU3A4tBg6Av7yQdOQt3j+XjsB9NeszFLpc7a6fqfbDg0AqGF/M8peXMcmKEuhttTnXrhhftHg9Y6zNrFg1orJMwUcXAqSCW71VEukzOh9jClYMqzSvZmKeTijSVT99T7pbrLW/z7crevN6VLDm7FKspeEy20zTBIaADy8ofv34OI/q6NBi4AAIYsXEQsTEAlzu8bkzUAcFD0Yz5DzF7X4dbn0XSqVDQl5MS7rzBj+8YeBakigx+HJY8tnLhPYmi85ma8P0SdsSfO+qsTb4wzQUHw6W+db5tJjun77KrLULnWWiWGEaqc237wkqdUWrL/jpjbPdDaPRrDK5mIrkzrxBIuHfv87SlBE4lnpjA3J60WLggHk1HfFq2uQ7Vx16WuD+cML59rNbT7ATpIKH4zmyjuKv7wQbqtXHlzKU6+mI5XSu90Yudln0tWwWW4ZIn/cXtwP+z3t2Q5h6HDcdzRY/vXE67bQ1mv0wuZxhsZzeX5SCqUKG+VLMfOmYD+wI0WLgkJhaUnz/agXfcVmuWloMbEOUCB5N+Ay2h7T5m2sOSjWDONl+Z1+P4MFYOvZYAVIKBtpiDKEo1k0udlQZaLe0bTEwsxzzP7706GkxudGbprROM3EizoxtuGbvjC9lVubdpCRS4bupu+ZZ2kRoMXBIjC1ERBcFHU2BHqjzFoo1hxu9NTLb1Fb0t0ZUQ5uZgtwQ7h9otxlfiLYcu1wN0/+72GXgux4TC2evmHM7qoHk9YxkeBZ+fNOjJ3+y2i5KdZtYClq/0bEiVWo1W48MRuYN2pugzU/obt7976dUWsA6VXCZWIQWX2AZistdugbotLFYcfj9042fqWuBZSi+fcXij8/Ozr1Di4FDQq04TeWto7PmPYm0v2OQUXMmpKfFpNU3sU3B8JygpwXOtdWphS4LW6QOxlbGkb6eCXk9cxhHffKRCn77RPI37zsH2gWi1OG5DBZrDv/6UCCA7haflixc761im4rfP/dXerjTiabnO6w9CYE4SV3o0khSeh5NLaX/19VsazFwiqiFJp+9tnhzIi7A1JLk5bSBY52tXZwWA4dImGgVsBdqkUmhahMmBo4p6c2vDz3qa4HFise9YY+Fkg797wepIHrLIJXdoBT89plPLZT88HqMZcgDXThrocm/PTaIV4w+ZpZjLnQamCvGMHfPRfTkbUbmFdf74HxbdVfPLxV8PuQzNBOh3nCH812Dyz0miYQm72RFUTTbs1x1+O1Tg2qweTPR4hvUI0W5fraEnxYDh4jvnq2T6SAo1BwejdtMLcV8eFHQlw9IpGBkKcPYgmBmOVppOdQtgweBuwdrYaXSAVVv5uOlgtlCOv3wX74yaM/Z/Oh6dVvHw90wVcjw2StFEG00Ufr904Sf3fFYrpg8n5KU6+kiPr5g49keHf5mc6XteD2X5fXMRnHZ327T1wqXO3U30GliuuDx+2dqTVh+k1v9IXfPKf70wmGumIqF1YLk04wWA4eEIcCzz06+aT8Uag6TSzZjC2qlojfCdw3Ot1WZKnh8/loRRPq93A2uJWjKmBRrCYlUKLX5ZpbzTLLOzne7SqWz4L8cNilUEs51WHwwmE7uNA340Q2De8OCYjVhejlmaN7nStf+F9LJJYNqsHUU6NePNgvD0fmI0Xlo8TN8+3KyZWHqN7nYUWViceOwpoVSwt0BLTpPE6/nsnz2Mma7dd2xBDk3nar5s1sxhbpDFAtez1oMnfIiZC0GDonBThtDnO5q7YNgoezyb4/UpglelUDy3z61OQnjrRuN2+dsbvRUsd/IeSoFtcgiTgxMQyKVwLWCbavtJ5czTC4ZlOsK3xM0eTBTYGWxjLEtwdBsRE+Lx2B7GpLvydf52S2Tf7xvEcaKz19FDM1mudydTjPcS+3M8Hx2z2OplysJ//oV3Dnvc6EjJOdu/zymAV3N6/UBAPVQ8uWIxQeDkM/oscsnjYWyS7FucqG9ynLN4dmUvW1XkQC+f92kOZOsfc5CgCEUpbpN+QzMO9Fi4JCw9Tu7IyaXrYYb5XnSUYoNQgDSG9tuhg7dH4FidevPxXMM/tP7If/4wOGzVwm2maGvJR1Z7dkJP71l8sfnJuV6wkIpZqEEj8c9rvaYXOmq7qrdb2xx/yvwo9GIr8cEf/u+Q/4txZKXu2qMzrtrUxshrU3452X46NJ6lEOLgsamGlg8nfZ4PhkCMZ+9dFaiYtvfZ/rbbc61VQgigy+Gc1zuDkHBrx4J4uRs3J/0knVITC5KPhw87qNobMLYoCefsFSxG3qa10kj3mdke7709jnuUSwp1W3CSK50JSRc68txp7+KY0na/JC/vSuoRDa/fWJQDSSVuuT+sGSxnOX7V3eeOrjRG7NQNKi/US9gGnCtz6GvJSbnRgiR1jCMLri8mE6obmFBnXb3GOQz27+WY0l+fDPk3792NrlWxhL+4X6Gjy6lts2axqRQc/jlQ0GcrIu+neT6y3XJTNFjbMHk5XTIi6nVOoHTHxFYRYuBQ+IgCqdOG6uFZ3Nll/FFk1fTEWm+V+dlD5K9CFGl4NGEz2KZDXnzrejK2yxXwTZjghWb1ueTIcOzNm05k28NxuQzIS1WyN+9JxhfyvD1eFqdvV1BXyJhuepSCU2yTkJHLqASWMyVLM51CPpbY4SAMBZ05EIyTnnTc9zsi7nem1aKzxbTseKenY5m7ssHZN13p+0ydsJPbkT881cm0RsWtE8nYjKOwb0hwc9umWQcnb46CuJEsFR16ci92zZbKZgv2XvayRerCUIY3O6vMzSbdo+c9oLBb6LFwCHh2gKp0B4DbxAlBv/HF5buBjhkWnO7V6L3x3I8m9hZjUt7Di53VaiFPo/G1m+8YayYXgmrX+3NcXegiiEUi2WDWwOSsQWbYlURxsYGy+nh+Szd+YAHoyazhRhBmufPOIr2XIJryR2PxTYEtPlbu1nuFN+N+eSSw71hSX0lQtLqm/zgag3LVDpNcAQoBaOLWe4NpcWpf3PXXGtV3crLolhzeDFj77m+pK3JoqsprX250OWtbFTOFloMHBKzhZjxxSzn23fX73waUQqC2GRiySORZ+8iO2qu9+5u17pUdXYsBCC1kJYytYLejhdTIXGS4YPBGmGs+PRlurNXCv78KsOPrlXWbui2qfg/PzdRK+YvCsh5aq0w8ahRCr58QwgATC/HzJW9tdoIzeEgFcSJwcPxzNrC/r1rFrE0+PR1hrligmnAzX6xdn7MFD3+/bHkbTUB76JSX/+sc96+foUTiw5mHyIjC+LMhZq+yVLVQQh4MePx2SstBA4bxxK0+bvLaXt2sqsI1tBsxD9/leHlO3ZPk0sx9ciiHqUXwWr6dXIx4tm0v/a4jlxAxt14KxpdOL7t97Npf8uaiT+9kFQCvX86LJSCXz/O8r9/Zq0JAQE8n4J/+FLweiakVEtYriREbxi6tfsBt8/Z+3rtyz3p51qPTF7PnM2opRYDh8jEQsQXwz7beFucepRKiwTHlzIsbk7xag6BMFb84bn/7ge+wb1hb1eiNYwVxdrm6MOVHoebAw53zjt8csXmQqfNlyM2s4XNXQz3hyNK9fQGbpuSn9+Oce31G3xzRnBctVvbvRdRrLCMM3oxHwFCwK0BRVd+XXBZlmChFG84F0wDuptDqivCzDIVd/orXOzemyDoabG41p1GGT4f8ihtcW6fBbTMPWReTUf0t2bOZHhRCMhnIn7zxGG5oqMCR0Whmi5YcSIwDLXtrr9ct/ly1GFi4d2fjWMJXNugGiQkErpbLJozIo0OqDS0X48Ufa2SrqY6Qij+t1fOW0XG2KLDrb6IxYrL756yYWb8k/EQ1/K50Xv07n9XumrkXI8X06w50K1SiyxcW/uHHBZ9LTXacwYPRjO05eBSZ4XFisf4osnTifQ8TST8430BSvCzOx6dTWlx4Qfnq0wuOgTRu1VkPpu2vn5w0eZy53rKKojPbihXi4Ej4Mth6Lp7NsepulZCR5PJcuVsqu3joB5K/sc9j0RCGEv++i60+iFzJY/ZormWux+aXbfwNQT0tNp0NEHGUbiWwjYVhlCEiaCrqY5pQBAZKATeyoLY25Lh05eKeiQZX4gYXwBD2JzvtN/pH/FkPMa1fUyhCOLN0YOHoxGJ9DENuNhRw7Ykz6bTry+0V3Gs1FlxeCFLLRR0N8fvHHy1ExxLcr69ykBr6rhYC00MQ9HkJTR5WggcNq4l+falVAQWag5DcybzxY0RGaVSl03bXP++Yyn62iyGZt5+3rX6Jn99p0aYmGvnMaTzLxaKZ9fpVIuBI6BUS7g/6vPRhfKZq0QWAtqbJC+nj/tIzg6xVMTBuvD8yyuTm/1Z/vwiRqmNN9XOZovWnMG1noCc++5duGtv/HnHlJt2YlKxrdPbm0SJ4rOX6eMsQxB/I4yQyFQQADwes7FMQS1Mv34y7pJ1U/+BapCGka/12QciBlYxDOhsOrjn0+wcqWBsMbtSyLn1uRTEalPkabsoWMYxyDgGxVrCR5cUhgGesXGDEknjTNd4aTFwRLycDsm6Prf6ztbQEylh7BiLwTRwtddgsL1Ca9YhiA3CRFCoGnQ2JXQ27a9ivyUbothf8RZAW5NJU0bQ3axYqhq8mIqIk/U7c5Qooje+9hyDm/2KRBp89koRJwpv/4ehaRC+nvR5NPpuQbm6uYpW/AjG59d39gL45IrFQGt9rZV1uxHb5cDm/ojDfjoSTjpaDBwhzycTXMun1Y/21Qd9EkgkPJ7wGZ1fD0Vrjp7OZouLHakAbX7Dire/Zf/PrRR8OpTlIG6gs4WY2QK82mEEqVxPGJq1mFqK1nZzGecMb+tOGZc761QC750h/4klh/FFm+dTMdEb1ps9LTbvnY9oyVZZKHsIYTBdMLjaVcW1JXMllxfTFrGEerg+IO0so8XAEVKPJJ+9Sk/YtlyWDy4kpzIM+XLW5+W01EWDx4htCq73WVzrqR2a8ZUQ0N+qmFoUG3btR0EUKybesLDuaLK4oD09Tg0ZJ+GD8zXG5uxN6aM3eTS6cVMlBFzotLkzEPB4wsMyba52h7hWyGwxw+v5DLYJX7yOUHomyga0GDgmFssx//YIfnzz9HQaJDIVAl8O6YvsOOlpsfj+1TqOdfhCc7C9Sj6T7s7mSopEwmIpfmfu1RDQmrMIotSmeL/cGtDOgKcNx5LcOW9xf3jn95NbAzZ3B9JI2Pn2mJmixdCcw4vpmCjW96W3ocXAMfN0UtDXctxHsX8qgcXvntk6GtAAfOdKsMHu97BpyYYb7ILD2GC64PHZq2TLiEFbzuKH10OyTrqTL9dt7o86TC/HG+oEdoptCnqaT4eg1mzkWneF6eUs08s7q/L/ejzCtXyu9VSYWrZ4Nnm607EHiRYDx8xsIWa+7NKRC1iqpjus7nxC5w4GczQKcSL4jyf2lkY0mqNloN0mc8x98KuteWHi82A43iQIrvRsHKec8yJ+eC1KB82UPRbKJlLBbAFmCtGa4cy5DpsmD5YqG4cp3ei3MIzTl27TpB0d370S8N8/N3f0eKXSCZO10OT1O+oNNBvRYqAB+HLY5Oe30zatx2MRj8fgv3xk7Wr+/HFSqmsh0Cg0ZRpHQV7pqnCpEwpVh6mCzYuphFoosbbxPRUCOpvqdDalX9/qS6MMsyWXJi8hn0nDv4mEKDGpBBZSCdpzZ6tD56wxvuSxm+K+R6MRTyasI69jOeloMdAALJRixhaznGurkvMyaaX0nMvt/qMRA1u12yzXHD57ZaXmHragFkpafIMPB2vUIosgNuhqSj3wfTdGCOvY7GM16xSqjfUhGCI1PGr1Q673QDW0afJ2XujnWJKB1o0pANMAIZK1KXYHyWLFYWTBIZ+R9OYDPaq4ATBE+pnv1NZdKpBn2Elwr2gx0CDce50AWf7qVshvntg8HosYaHPIZw4n5JtIeDLlMzwrqQYJ7c0Wcay40S9oz0UUqhYLpY1iZLmSMLlor9jGSr5/LZ3K6FiSc+02o/M6LHecZByDbw02bo7UNKDJO5hzpFhz8J0I21IEsYFA4Vj7XwCeTdmMzKXv4dXeDB9d0EM1jptLnRUejnpbDo/SHBx6UFGDEMSKPz2PGVt0+enNCNsSPBi1iZODDfuu5mX/42mWR6MR5XqCVDBXiFmqJPzpeczf3xP86fnWUYk3/eM/fZWsHd/dc427CJ0FznfY/KdvhTQf0GLb6OQzIXPldNbsTNHDPiCr74G29QXnxVTIYsU5kOfV7J1y3dZC4AjQYqCB8D2DjKPw3ZgPLphMLkb89lmGudLBDNhWCr4YzvGrh3LLSXK7xRRgGulNuMmLyHk7K/LRHAwCeH/Q5ud3DL57pbLBp/20I0SaQhhZyPJqBl7P7W5S43b0tdQ2nMd/emEyX3bPtE3tcTJT9Pj11/q+chRoMdBAhJHCNFK/7cH2Kpd70vGvf36ZFlLtl2po8XL64HbwQayYfUOoXOlZP0bT2N4nXHMw3D7vcLOvQmdT/Uy+1x25gJF5wcxyzGevog3n4l4xDfjb9+q05dIMaqmW8KuHil89ylKur/sdh7HB5HKGSqAzrYdFGBv8+QVUg7Mjco8TLQYaiChR/P5pwr98lWFiOcPHFyr0tdlU6pJ/feiyXG28kOXnr8VaqqA5k1601/psBtptrvVps/jD4kqPw40eXUV/640i2z8+OxjRbJuKn9+u4nvrz7VYjvmnB4LfPvO5N5Lj/7xn8/lrxb0Rd9+vp9maRxMZnR44QrQYaEAK1YTfP02YWM5wtSe9GMr1hOXq/nYhGTvGNg92C1mqJXwxkkUpqATp6fR8MmJkLmJo9mS0Rp40elttPrpQPpMjsb9JRy7gQlcqOuuR5MFY5kC6WkwDPNvgr98TWCvXTCJhcjHi+WRIq29yayBN5b2a9ZkueNTCnffCa97OfNnl+eTZqH9pFHSMq4GphgZXuyr0t/lMLEb8+UXMxJLPdy9XMPcg46aLGaLk4FulhmYipPSZLaw/93uDNl+N6Iv5MOhq3nry2lnl/XN1phYtgljxajriarezwRFxr3z7cozvRKA2RuTOddh8+1KVhbKLUvDZq9Xz3MRzbFqyBs1ZgZRQDdPJnVIpwlhRDSSubfBXNyOyrhbLW1GPTP74XACKnGfy/iD84Zlu8TxstBhoYB4MRyTS53pvQjUwWaokjM1HCHw+vljddSvVbNEADueiGpnbuPDnvPRCPgjfec065zpsLndp6903yTgJP7hh8++PFAp4PGHzwaDct2lXPhMSxYLOvIVppP3rTZ7g/XNlDAO6m+sMdvobzv16KJkOJdPL2z9vGCfcG3H54TUtBr5Joerw51cW1SDGNOCnt+IdR1w0+0OLgQYmkakg6Guz+eH1gF8+sqiHktH5iGLN42e3dudBf5SThL94nezYJESzM3KeyXcuVXV6YAtaMiEICxSMzUfMLJv87XupIdZ+sC3FT25sXZshBHz3coXb/Q4LFYt7r7eexbAV4wsRv3qc5VuDCR05baUcJ4IXM1kejkZIlX5mV3ttcm6FJ5MOoG8mh40WAyeAycUI13I3TN1ariT8/rnHT25Ud5wyqIcHt4hc6rbpyafP1+qnx7VUsfl6QrFcSQgivWAdNIOdhhYC22CZkmu9ztpgmjBWPJn0+Pji4ZoGCQHNmZDmTIhrZfjjc7njYUvzxZh/ewgfXvK52n20xaDV0GSu5NLfUjuWc0opUMBC2aMSGDweV5RqG3cr9TAtCB3RtUdHQkOKAUNAPpuGxTUpQ7Obt/WzhZjRxSwXO3Zm72odUPHgnfMOGVvx1aiiGiRc73fJuYqefMAvbicoYLHi8qcXadhUs3981+BipzZ22g5DwAeDZZoz/loOv1A92nOvN1+jLZfdlYeHAkpHmPUpBzb1yGCxYnHvdcTd81lu9x+dEFEKCnWHL4fT8dXLlYTtdv3DcxGJyhBLXXt0FDSkGJCKNSEw0G6zVEmo1PWishWPxxQXO3b22Jv9MeMLO3tsb6tNVx48W2EIeDkNc8X0JvdodOOi9GR89WuDjmaH3hbB7f4Kf/eeyYNRj6nlRIuCfXKhyyTn1o/7MBqeix0Vvhp1CSJFuS6RMp18dxS8mvOZLex+4Xo5HdHTkqGvJVUFhZpD1okOzFWxHpl8+tqjWJUEkVxJZaTHOTovud1/IC+zhlTwatbn5bQknzV4/3xAEBsMzdnMFeWKANiZYBrTFudHRkOKgTcZX0hPhgudNsNz+sT4Jh3NO7/TtWUDmjIZSu+YMPjxZZsrXeu7hSgWPJnYmaHLfDFmvghB5DPQnvCdyxXqkcnwvMerGfnO19Zszei85FKnte8c+FlgNUxfCyXPpn1u9h3uzjeRMFPM8Pmrvd2fpILfPkk41+FTjxRzhZhf3HXpyB2M+CsHFpOLWx9boZowU/Tobj6Y16qFJr9/7rJQWo3OJNzqN3g6ZTOq798NzYnxGRiei/jJTZOufMPrlyNFqZ33LQsBP7kRv7PGoCW7ccF+Op1dUfM75/lUxNSyyfNpn8llD8uEVt9ACLjWm5oSXeiyGey0Dyx9cZop1RJGF7TBzbswDPCc9RP8wUjEH1/4JPLwzrGheZ/fPtm/yB2bj5hbSTGE8f6PN0oEL2d9fvfk7Y/7/VPF5PL+/RniRPC7Z+6GAWfnO2wKNWttLLWmcTlRK2uiwDyLvqtvYWQuIuv63Oyt7aizIOdF3Oj3eTy2tUofaLdp8zfupKI9bkafjG/9GpUQfni1stYrX49Mnk1neDEV7bj46iwS60zLjuhtMXk5vf5mjc5HtPhZbh1ChCCRe78+3vW8+2G56vDvXxsE0bt341Gi+MOzhP/lQ3NfY6HnSh6L5fU3o6/N5ntX0uv8i+GDmR2hOTxOlBj4/dOEw+qTP8k8GY94PW3z45vQ5gfvNKS53V9hoM3h5YzNckXRlTfIZyUduQjfqWz4+eWqw9jC7t/za30OpqGYXJQUqunPn++w6WyGSgC1yCLrxCzXHOJE0J5LyA5afPE64nyHTasPk0tqrU5Bc7SFZieZK90R08sbPS5eTidc7RLYBzDmeJU4EfzLQ29TFfxBsFQxONe2t58t1m1+87VBEO1cUSQSvhzx+N6VvQumzqY6Lb63FkWsBpLlmsNC2eLV9N7eoys9DnGiWKqs30c0h8OJEgOa7QlixS8fQlMmQ0+Lwd2B7SMFhoDWbMgnF99dnT6xZFMLd38hzxUlgx2C1pyxdhGPzkdMLgniRPFswuDGQG6l+FCRirz0cctVST0SlHXRqGYPtGRD/vau4J++cteG3FQDyRcjWT6+cDA+DS9mfKaWORQhADBX3NsxzhQ9/vBMEe4hjDQyF/HB4N6jA5ap+N7VhH95kNZBLFfSf++0WPCb2Kbgg8EypgEPxnJaDBwyWgycMkq1JM0vz9vc7Le40FHfV+ivFu4tLbNUjlnaosV7NQ2geLMLYSPFakJxT696uunQedcdY1uKWwMmn79aXxSHZyPac9k99/RLBZPLGWqhwYOR+FBTWgulmESyK9vxxxM+D0f3J07ixICV+0U9MnGtZFfW1/lMyIeX/D0XU75JU8Zc+/27m2PeUfqg2SdaDJxSgkhxfzji/rBJPutwvc9goHU9WlALTcqBTUs22LaFqRJYTC3pMH2j0JbTO6PdcK6txuevNt7iHo0lXO3e3fMoBX957TM6FyHV0aQqpYJi3aF1BzMWgthgZCHD08n9XatZ18B36ygFE8sZPnsl+d5Vm5787joNLndWsM0sn71K9iWYuvLrA6LGFk20C+HhosXAGaBQTfj0ZcKnWPS22tgmjC1EKCWxTYdPLpucb9/auOi7VxWOlTqB5TPpjSlKDB6Nu1saIWkOh4xjkM9o29rd4FqSb1+x+PxVjFxZk3Yb55ISxpayDB/Duf5syua7l98uBp5P+3w5FKHY//FVA8m/PMxgW2Ktq2GmaNOT393zCAGD7VUsI8Pvnu5dOJ1vT3+nV3P+nmsONDtHi4EzxtTSxosqShR/fB4TXs5ypWujIPDdeMu+dseSfOdyTJT4az4QmsPDMgU/uK4OzITmLHGps0qb7/DnlybLlQSlFGFsvLXzRqk09z6xZDG+EFMLjyc6Njwbcb593YxoK+bLacrtoPhmC3Gxtvdn72+t0ZzJUNyjt8jYok3W0TNOjooT4zOgOVw+fxXzxbDPctUhjHd2WgSxXpyOgjhRTC1r3b5XWrIhP79dpyufjjmeKW7t1xAlgvmyx+fDPr/5WvJiKqR2zM6ZL6bffi02Zw739WeX430txt0te19inoxHLFVtLnbU+eENk48vW+Q8PcHwsNB3GM0aL6YiXkyBISwuddv0tkrymZg4EZvmw4exsRZK1Bw+w3MJdweO+yhOLrap+OG1Gv/xNMNCWay17dUjk6mCSy0UvJ6RK+2IjbMVnSumKY7t7FWyzuG+fpQoxhazXOioEiWC13NZLnfuvCOjPad4scfXNo20tunrcYOmjMG5toTvXFH826M9PqHmrWgxoNmEVKlf+stpAMG1XpsPBsMNVcVC7D8qYJtixyNfzzpxolCKXVV2azbiWIqf3KjzZCrL6EKWSiB4PpUcWxpgJ8SJolDbvpCwdATjKqaWBRc6oB5Z3B+KsM0MrdmYVv/dxY3xPpwfEwlBBI4teD0T8noGbg44dDbLFe8BXVB7kOg0geadPJ+K+GLY32BXuljZuzWuacBHl2x+cSd9wqu99n4P8dQTRIrRxexxH8aJxzIlSqV1Mg9GoremAQbabXpajn+/9HDM3tYq+NX04QuZ1TTBUtVGAZ++jPmXr+Dl7LvPx/3qrAcjEZOLEb6bLlVPxkMSCX91K9g2WqLZG8d/pmtOBC+nI2zL5/1zaY92Jdhdq0/GMehrM2nyYKAtJOtU+OMLn2t9cKM34HKXwfC8zdMJXZC4HX95ETO15PPBhRruDqynNZsxBAy0xTyfZK3DAFKB2t9m052HpkxCSybEsUI+fX38NrqTixHjSxnOtW0uJDwK++7ZQpqqGJrduPo+HE0437Z9MebEcoavx/emBlp8c62YUSn4xZ2I0UWPJ+MJA+2C2ZJLzmPPxYmazWgxoNkxU0uS98+l/z7XWuUrx93RaGLLEPztexGevTGm2dequNSZdjBkHXj/XIjv+gihsE34elxRqCa8P2jTlkuoRwYPRyW/uBPxT/etM1fAKFU6sKsSePzsVlWnDPZIRy7ghzcyzJUMOnKSnJfgOxGWuTHsrRQUq41xjr2YFpvsiYu1Qy4YWKG7xaIeJZs6kYJI8dunHuc6xIY6gkpgcW/EZWKPnUa2JbjZL/jT8/XvPZ7wGGhL+Piy4IvXCYOdJsVDcn88q2gxoNkx5Zrk+bSP70n6W2r81S3Jb742NoRaW3yTYjXZsOtqazLx7I098qW6zb3XCefbxNpNRAg2uMOdb0v9320rvUknEjK2x/B8hiB+d77ytDJXjPl0yOfjC5VdOdRp1ulrqdHX8vbHVEOL+VJj1BPMFmKqgUV2pdW3Glj88wNob7IOfX6HUrBYsdnKbGm+FDNfgnI9y0cXKpQDm18/NqkGe1uoTQNu9Vv85cXGn18sKz68UOe3T31qYcTQrCLjGMfe7XGa0LcSzY6JpeLeUMTvniTcG/HJZ0J+clPS32bT12bz01sGH1+U/KcPFD+4bmKZgr42mx9e21zllHMjvnPVeGtVshBsGCxjGtDVXOdGb5m+trNdZzA0E/F44vhD2KeZqUJjjYweX0qPJ4wNXs+7SAXfvRLy0aXDvRZ6W6AzF/Dhxe1fx7FgajnDv35lrM2D2C2mAbfP2Tyd3LiZAFgsx/z5pc/0coRtCq72WPzd+2d3Q3AY6MiAZk+MzCW0ZH0sQ/HJpXT+wcvZLPdex7i2yX96v85//QgMEWBsITmFYMsc6E755FKduQ6X+yNyzzefk87IfNpuqNMFB49S8Hyqsc6r+8MROS/D1LLBi6mInGfiuyGXu2JezWQ2GQYdFFKBaSiudFd4NuVR2WKA2Nfj0bZFjjvFMgRfjWwdUfAcg668oq/NIutIuprSCGLO2zidUrN3dGRAsyeCSPLpy4g/Po/5zROH2aJHPRJIBbVQUgpsLFNtKQQOgoydcL69yt/cjWjOnk0jkkpdMjSvOwwOg+lihmKDTcmTCn77JOHFVLTydbr6GgKu9R6eIvxyKOKPL7MoBb0tW19r+xUC8HYTsx9cg5ZsQrEqaPfra6/ZnNVL2EGh30nNvlmuJPz6seTRGxPT/uOJoBYe/iLt2QnvD4Jrnc3t8acvY/78yqdUP9tpk4NEKXg01vjnUzWQRHF6nFId3vFKlXY0jC1lee9cjWt9NpZ5sK/X3mRxqXv7gsiHYwa/eqgYmU8wBFRDk6dTPvWwMQo8TwNaDGgOhSBSzJaOJufa31LjF3clnc0WppFWP3c2W2cmfD48G/GrRwbzZW9fz1Os27ya9flyNMfnQz6fDfkUjqhivZEYW8qy0CCFg+/i4USWl7M+T8YPP4rx6YsYqQQfDlb42W2F7x3M8uFYgu9cifjkYpm23NaZ69kVt9NKXTK5nMG1Ep5PJSyWT8bndBLQNQOaQyPjHF3OtcmL+PntaMWlb2W6YiyYLXl8PSFOzM19rwSR4lcPFTcHctwdKG8yZFEKgjiN1Hj2+sKRSBie93k1o1ZurBtztqPzgv/lg7cP9jlNhLHBl0Mn53d9Pnnw7XUXu22yDlQCmFlO1ir2pVqPQLT5IX91y+afHxj78jpo8U2+fzWh2Ut/j1/cqTJb8vjzc6hHW38Ov3uakPMy1MLGSuOcdLQY0Bwa5bpBV9PRvuab0QDbUvS31uhuFnw+fDxjaI+aJ+MhS+Usd88ltGYDZkser2dNJpfitZt2xrFp8U3yWRhbSKjUt39foljxaDzDB4MV4kRQi2yKdZP+ltqpi7woBZ8NZaiFp/88eRtBxFrbaiWw+NUja00QDM+73OpLhXXOjbja6/NkfG/v1+Uemw8HN7bHGgLGFyzq0ds7BXTR4MGjxYDm0Ej24Ut+kFim4sPBGqaRORNz0aeXY6aXARxSl8iNO6xaKKmFkqmlnT3f86mIyaUMQSRXZkkkfOdqlgvtp8v46Om0z9j86T8/3sXkYsRfXvt8+2IV34352W3BfzyxKNcTppYVN3vXRfdeP/6eFouPBisbCoxTMZbj9YxuGTwOdM2A5lAwBHQ1N86N1bEk13oa53hOGuV6smGo1F9exEwVDnl+7hEytpjhwbA+P1YZnYv49ycZ4kTQ5EX89Z2AnhabuULMy9l1fwtnl9tJxxIMtNt8/2p9U6dRse5oIXCMaDGgOXDyWZOf3xHkM411YTd7oZ6HfoDsZ859o6AUDM1n+dNzHXb+JgulmEcTWaQC15Z8/2qVtpzF1+MJc6W0WPVcW0DG2dky8uFFm//rxwE/vFbZsgal2Qu53KO7Yo4LLQY0B86FLoP2XPDuBx4xQsBHlxTOGW1DPGg6mhpL7O2WMDb4fNjnLy/iTY53mpSnExG/f+4jVToC+q9u1fjrOzELZZMHYz6eHXOtd3uB3d5k8cllm6u9Nufa629NKwkBXc07+yBce/2JmrMm1/scPcVwn+iaAc2BYZmCq70Wlzv37ix42HQ11bEtj/CMDTk6aGxL4Fondzc9W/T40wvOfLHgTphcjJguZOhrqWGbCtuMudEb83TK55ePMki1fYjowwvJrjYGPfk6N/ozPJ2IsC3BJ5dNijWDYlVRixSmgEvd8GIK5qK0kLG3xeSDwTKlus/kov4894oWA5oD41y7tTbiuFF5OO6/tXpeszN81zixO7FXsz6fvdLnwG4YmjPozW/s1rnWU0Eqf1sLYWBXo7bjRPCP9x2CKH2+Dy5Y1EJQSpF1ocUX+K5ieE4wV1x/zVJdMV92t7RJ1uwcLQY0B8ZJKNC71VfjQodFmBj85rHEsYxt+5k123Oh82RmGEcWsloI7IGx+YiHns/dgcqaIDAEdDa93b+jVLfIeTt7v8PEJFi5FpuzJrUQHr7hampbgmiLiN7sckzOsyhUN76ObQoudlksVhQLxRgdC3w7WgxoDoTzHTYt2caOCkDaVeCsjET+8U2P7uY6hZrD+KLN69nkzA492i09+ZO3oBZqDn9+frrNpw6Tr8cjupo9evLrU0jzmYi75zMbFu0NPzMh6GrmnaO240TwdNJl1fRqsMPgWneVQjXLYKekyU14MmkxtIVXSCwVI3Prn6sh4Ce3DDpzdQwjTVHMl1x+9UjLgbdxMuW9puGwzJM3Pa8nnxY0tWRD7gxU+M8f1LnRr6uZd8LXEyfrfVqsOPzphal3h/vk/ojYUGzpWJKbfRV8d+ulZK4Y8/nQu0dtjy5meD61vtB3NCXYluL7Vyu4puT3z80thcAqQbR+UFLBf3wt+cMLH7mi7VuyG4tdO5osvnct/dN/xsehr6IjA5oDYbEseTC2tRXuScEQcKEjIuvauJZipmAwtRRTCyWGQFecv8HofERfW2o81OjMFD1+/1QRJSe34LFRWK4kvJzxudazHgU0BPzsdsz4ksuXQ5sX7GLt3RdOGK/fNPJZk45cDaWgEto0ZyKkfPucE8sUuLYgjhVBrJAKJhYjvhjx6W5WdDUHtPomS5WE2+ds7vSvpzsG29Oo0VzJYrYoGJ+PdnWt+65B3jdPfPGiFgOaA2G5knCp6+QWla3Skg3XdhGD7RtHs86WPL4cFoc2N/6k8emLGNfM0NvSuN0j6QRCgyjR6YGD4suhiKZMht78+ufuuzHXe2KeT3mbCvkWSjF//2UGy4Rb/YJCTZB1oKs5pGmlnmC+tP74MFYEsUUQGwzN2nx4ocLNfoPPXm287lp9kzvn4d5rxWCnSWezBNLIxe+fJChASjjfXkVK+KtbAaOLGS51VjZFMfOZkHwm5EoX1AdNRhc9RucV88V3nzeVQOLaBu8P2jwai06s/4YWA5oD4dtXLC51Nn7NwG5586bR3Vznb+6mHQl79WM/TUiVDo358S2Pnub6u3/gGJgpeczt4Iau2TkK+MNTyd+859D8hrFYGBvbVvSvzhL44/P17xlCcPe8z8SSYrmy/hnVQsmnrxw+vhQxNBdzvt2lNx/g2uaGdMBSJeHekEElkHw9vv66pgGmIVZqCSLyWZ+X05KPLymudL37HuXZCde6K1zrhlpo8nLW4/HY26/3Yi1htmjxwUWbz09ogaquGdDsG9sSXOho/HDxQWAIeG+gwieXbTxbXz5SwR+fKSpB4+0roljw+asTHqpqUGKp+NeHgpez2bWQej3a3TkgFTwYiZgvxpsmHwohMIUkihUvZizGl1w+vLjZ3Ggr8ZHI9PhWX+P+cES5nvCbryX//FWGv7zymS+7G6J+25FxEu4OVPjB9a2NlVYjoR1NJh9eCBmZO7m5xMa7gjUnjihWzBQaO1x8kAgBl7sqXOyEODG4N5xheO5k7gYOgjBWPJ3y+OhC+bgPZQOThQzluo4KHBZxovj8VcxCyeeTS5UDLc40jbToExJG5iISaePZ+xN2Lb7JciVhuZIwNAvtTVl+cC0g67w77TfQWuNyj8/QTFpP0Ndm49nQk1eU6oKBtoiHY86a/4Eh4Gqvw7PJk+PSqbc2mgMhSMSOlPZpwhBpNfXFLl1DMDYfN9znv1TRUYGjYGg24r9/7nJv2OI/f6D4u2/B7XP2hpkFu+00Gl+I+N3TZMPXL/cxcbQ5a3K5e+Nyt1CKeTK5s2FbQsAnFyv8149jrvY6zBViXBtsMz3p/+2RYPSNiZdSQVNGcrH75HQq6MiA5kD48/OYxT6fb52rbJpGdtpp8wMMYZ/pboN6JHk563O1u3HqRm73V1ksZ5gt6OjAYRPGCs8W1CODjqaAloGQi502C2WbOBG05yJsUzJXcng0ptZqCI6KWiD5amRzSmFsIebDwZ2LlYWKw+RSTJQonoxHPAFg69/l3uuYC10OOc+kOWs0fLeBFgOaA+P5ZERnU4ZzbWcjXbCKaShMUyDP+LyDVzOSq93HfRTr2KaiVDuhpd0nkJG5iMklQW+rT2cT2JbCAPpa6mRWQvG+G9OccRhbdCjXFRMLu2vj2ytRsvWLfHTx7SqgWHNYqFh0N4dknZh2P6A9l92R9bFUrI1kjuL08Vd7bZYqO+tSOGq0GNAcKF8MKTqaTDL22Qmdl2rOljapZ43lSkIlsPDdxrjRKcWmwjTN4RLFitG5iNG5N79r0tHs0pYTZJw0vdbkSa73BFztsfnD09QboL/N5lyHoh4KHgxHXOqxyWdgtgjtORiekxSq6X0l6xr0tJhkHfbsHNqcMdcmV0Yx3OiLaPPXc/zrMyxiwODjyz5Xuip870qFRPlMLOx8px+s3B9eTEWc67DJugb5rMnUUuNEC7QY0Bwo9VDyYtrjvQYfWHSQjC/ZrNqonmXyWZOs0zgFU0LAlV5Lt4E2APPFmPniN79rAukibghozsLYvGCpknoEzJck1cAgkYrH4wlxorBNwY1+i4G2iJmCyfMpuWcL8WIt2eBdMLkouDvo49kK302YWt74+AfDMR1NDi2ZkA8HA2zD3VPh8Nh8RHPWRIjUCXG+1BjiWYsBzYHzfCrmRq+Bs4uJZSeVieXtfdnPGsVqQi2yyDqNcXMDuNIV8HTc0DbEDY5UbBBtN/ptLnZG/OkFG0y+vnPVIOdF/PKhIE4O9rqLpfqGg+LG548Sxb89FPzgejrT5KOLCflslq9Go10Xz17qMphaVoQNFLk6Y6VemqMgThQvZ3dWpXuSGV/K8PunZycd8i4U8PWEd9yHsQHfjfnuNb3nOWk8nUgX/FJt4/X1aAz+5f7hp39ca+tagihR/OZryf/vc5f/eJIhUXClZ/cdA/eHI2aWY5ozBn0NMhtBiwHNofD1eEw92tqo4zSwVHX4w9Ok4drpjpuJxcaJCqziu6c/QnUaiRO1ydp3eSWFsBNsU3D3vE2Lv7v7UFvO4gc33l5YGMaK+VLMo9GIF1N7j1CML0QN02WgxYDmUIiT1IjmNCIVfDls6dDzFuSzjXhL2d0nlfNOr4g9K7i2gW0JDAN+cbvO965Z3D5n09Nicfe8TXfL9tGiwU5BazagKXO2zgMdP9McGs8mIi50OJvGh55klILHEz6zhcZQ842Eaws+vth470va2bJzkfLhRVgo2+/0o9c0Jl15ix9dq2Fb6yJw8BvTNWOZY2Z5659v9RNsU3Gz3+DTl2cnDdiIMl5zSlDAlyOnS28+n/H1IrEN376SFnc1Gqax88hAW86iIxdwuSs4xCPSHBaGgDsDcoMQ+Cav53yejG+/QWnNpJ99u9945/Jhcrru1JqGo1iVxInAMk9HUH35bMxj2jUZx9gw0raRMA1J2sb2rsfBX92qYZsKB4lruxum5GkaiwudNjf6I2qhwZ9fQBBJbp+z6Wrevq05TgTPJt9eQyKVABS+G9HelCGR6kyMLdeRAc2hUgslX4xkiZPT4RNvGafj9zhouvMmjfrWGEJtWx2+imsb/OSmseY1D2m4WdOY/OiGyXcuV2jJhPTm6/zsluT9QZuu5rcv2ktVd824aDsimQpHy1T84naVn9wMj6WOZKDdPtK6BX22aw6doZmIxZLHx5cUnU2NOfd+pzTqgnfcnO9o3Ir98aUsQbx1l4MhoLvF5qML4YYUx2zRI9MYHV+ab/DRJZv+1o27/3w2JL+D2qTOpjp/fdfl8YS1ZRW/axtk7PV7lBBpzUnWFZSP+NZVDRQZR1A6ooCbFgOaI6FQTfi3R3Cxy+fuuaChjGl2Q7Gmw8Zb0ahFooWaw72hrYXKJ5dt+lvrePbmY69HBs/30TKmOXiyrsGVHpOB1v2tyu25gB9fD5gqZPjjM7lhbkF/m4W5Rby8Ky+YLezrZXfNYjnmfIeNZQjiPQ5w6G6xaO3e2TKvxYDmSBmajRiZM7jc43OzNyDbID72O0EpWCyf/tzh3miskEmh6vBy1mZoJiaWm8VAPmtysWP7CZvThcb6fc46PS0Wn1wKKdTE2tCj/dKbr/E/f2AyNOfxYCQVfpc6txaA17prvJhyCKKjjYC9ORZ5twgBpiF4OLKz90uLAc2RI1U6sKNQdfj+VYV3QoYa1SLryG8GJ4V6ZJB1jvso0gKxz4ayjMxFvG1eRFfefOuo7ZnCyTgnzwq9rQLfjQ98CJZnJ9zsqzDQZhMlgjZ/6y4Sx5J0501G50/G9f/daxYDLTX+8YGx46iCLiDUHBuzhZh/+NIijE/Gafh82j3uQ2hYHo7ZbLEBP1LqkckfXqwKgbdTfMto43Ld3tGIWs3R0OKbnG873IR9k7dxYuFWeA0gdnfKF68S/umBu6shTifjLqw5tUSJohycjABV6WTXPh4qU0sRr+ezx/b6xbrNP39l73gk7OxyTGWb82586QTd9U85lin49uXkwFID++FOf433Bm1ss/FTSFGiqOxymuPJuAtrTjW10AT/uI/i7SxXHaYaxEO8UXkxpbjcmeYqj5J6ZPKvD4wtawO2Y7vAqVIwNKujAsdJxjG42muSdRTdzUFDCAFIUwW3+ipc6LD4YthlYuHg7wedzRZzxeOpo9JiQHPsxLKxlXYYG/z+mYlUjXFTalQK1YSZkkdP89GGUAyh0vz/Ltbwyz02vrvZnKZYd97Zh645eAY7bVp9aM8ldOTqRy4od0PWifnBlZi/L3u7CsPvhL5Wwa0Bgz8+Uxu6HI4CnSbQHDt77Jo5MhYrDuW6XiB2wv1hsWnS3GHjWJLb53a+r2nOmtzu27pQbHxRmwscJc1Zk5/fMfjelQo3eit0NjW2EFjFMOB7Vw/+eR+MRCyUTf76rtr1tMX9osWA5tjJOo0bli3WHL6e0JfJTlmuJDwcP/qcz7m2nc8S6Gw2tmxpVYoTUy1+0vEcg48v2/xP79VOrBFZR67O9X7nwGsIHo1GfPrK4s65tGbiqNBpAs2x47uNtesOYoPFikOcCL6eECyVT44XQiMwWzj6UI9t7nwyYaGy9fFVQ1unCI6IJs/gcmflREQBtkMI+OB8mfNtLr98eLDPPV+K+f3Tg33Od6HFgOZYSe0+j78wTypYrHg8GDFWCnj0DnGvJMeQ94mSnUdv5ksxxbpN8zcmLM4UHd7mTaA5ONqbxIkWAm+Sz4R0NGWYL53sTYMWA5pjpSljbmn/eVRICc9mfL4ej4liiRYB+6dcT0gkR/a5xolgZMFjNwt5NTA3iYHhuQYvXjlFdDWfnuvMMhU/vVnj09fZfTkGHjdaDGiOlXz2+JRAnAh++yzDbOHkXsCNSCKhVHcOfV5BPTJ5NevxfComiHb3GT4eN/Ds9BgLNYexBVufB0fI8ylBb/7o21APC8tUfPdyBfBPrCDQYkBzrDR5x/fa90ayegE4JKYL9qGKgTgR/ON9izDe2+c3V4z55weQz2ZW6gT0eXCUCCGYL7t0Nu288LPRMQy4ey5kdP5kKhxdJq05VjLHZPaWVo6f7BxfIzO5dLghd9NQtDftfy+jCwaPh94Wtp0DcJLJuSdXVGoxoDlWPPt4codCpCNRNYfDfDGmHh1en3QixbE5tWn2z+PxhESevutPKjBOZmBAiwHN8SEEtPnHo6SlhIo2Ejo0pIIvR7xDM5QqBzbxETu0aQ6OIJIsVk7fDAjTgOv9J/P30mJAc2xc7LIPfCTpTnk15x+5U95ZY2Qu4uF47sCfVyp4NXsyb7iadf7ysvHdR/dCxj6Zv5QWA5pjwz0m59eXs1m+eH1yc3sniacTIaX6wX3QcSL4/XOfF1OH26mgOXxqoWRs8fgmXR4Wc6XjPoK9ocWA5thIjiFKXwksvhzSueajQil4MOqgDmiz9Ggiy6SeHnlqqAYnNMG+DXEiTuz5qcWA5tjobjnaOL2U8MWwq9MDR8z4QsRUIbPv55kpejydOJk3Ws3WjMzLU5UqiBLjxN5ftBjQHBtRcnS7gigR/PGlf2JV+0nnLy/lvj7v6aLH756colVDA6SDraYPQChKBUtVhxczPo8mctwf9ZkqZA4sIrVTFk5wUaQ2HdIcG5X60YiBMDb45SOXUk0LgeMikZBIY2Wg0O4YWcjy5xfxkd/YNUdDoWrQ17K7n4liwfBClmooCGPFxEJCPZK8aR71dAIcy6UtZ3GjL6Enf7jTEaWCp5MnN+2hxYDm2Gjxjyae9nwmS6mmC86OE9MAy9jd510LTR5PZHg5rT+700zG2bnKUwo+fe0zvhATJe8W92GsmF6OWCwLfnZ7o0X2fNmlI3cwxkdRIvjt0wzzJ9j7QosBzbFgCOg8wAvRNre+obyY8Xk0qheT4yaIFJXQJp/Z+FlUAoti3SKMDbKOJEwEQWQwOq+YXo4B/dmdZi732Ay0Vjd9Xyko1h2qgYkiHXNejwzmSyZDs7uP8IWx4tePBX/7nkXWiRldzPJyBn5+6wB+CWB4Pstc8WRHHrUY0BwLg102jnUwN/qZosdC2cR3FefbaggUQsDwQpZ7uoWwYfjtE4O757P05uu8mM0wU1DMFVbHRb8ZNdBmUGeFqaWElmyWS52VtSmXcyWXoTmb1zMhG8+F/U0VDWPFyIKL7zr86XnMj2+aLFf3P1ArigUPRo4+ImAIGGi3D2wwkhYDmmPhavfBLdIDrTWaPIdfPRR8/io9pW1LEO1xiI3mcKgEkj+/kKS3Hf3ZaKAaSL54LXk+lSHnGSh1uBGhr0bS8y7jGIwuGDimwYcX9vdao0tZ4h2kLA4aqaArD+faTe4PKyrB/tKuuptAc+S05SxaD3iiXbMX4jnrp3MU62ozjeakUKolTC1FK0Lg8KmFkuHZiJH5mP946lMN9zZHI0rEsfqWfPE6wjYVl3v2PwdEiwHNkXOpWxz4HHMh4LtXTmiDr0ajORaCSDG1FPF0am+z1Bcr7rHOyFAKfvtE0pOPuNBlk3H2vqRrMaA5UgbabS60by4Y2i9SweMJnfXSaDS7Z3whIYx3txwqBQvlw5vMuVPSWR02n1yscKl7/XiaMrs7Nn331BwpCrC2qfzfK2Fs8GQqy+SirjzXaDS7pxpI/v1rl+t9gjY/JueFGCLtdpkqOFzpSjcwUSx4Op1leDYhjNWO2huPgiBK23fvDlS42GkTSwEk/PP9nT+HFgOaI2WuEO9r5vfoYhap0ouyGgpKNcXkYoRUWghoNJq9s1RJ+POL9N+O5dLfZjG5FBNEMSPzWa52w9cTiuVKYwiAVTzb4FLXeoo050ZEieDrSZ/dFGJqMaA5UnKemTrJ7VEMTCwKRuYa62LUaDSnizBWG/wM5goxc4VjPKC30Joz8d31Y60EFv/jnsFuOzJ0zYDmSLnWy1o/8V6oBrpLQKPRaIRII6xTSxH/dB8Wyi4Aowvunp5PRwY0R0o+s7s2nJezWYJI0OJLClWD5crJtfvUaDQnj/cHbdqbEiaWLHxH0eonPBwzmC0c773ob96D6WWbeiSYWEzIZ+oslN01L4XdosWA5sgQQJO3uxO1VDd4NrEa7tLOdBqN5mh5PSu52h3Q1bQ+6Kg54zN7jGmDu+dtWrMVWrMhUSx4NePw22fpbIS9xk51mkBzZLTmLAp1h/uj/o5/5m5/hZ/fMTjXYR/ikWk0Gs3WlGoJc6V1H4IwNhidP76oQE+Lzc2+CpC2FX46lCVOFLMrxdl7RUcGNEeGacDwnIW7i3V9ruTxpxeSUFsLazSaY+KrUehsEgSxyb0R91juRwK4MeBwu6+CIdYnOI7p2QSak0axJpkvSv7qzs4DUp+/VoTaWlij0RwjS5WE/+1TG8OARB6tELBNwYUui2s9IU1eGYBi3WZ0wWG+eHCuq1oMaI6Mb10w6G8JMXc4174amvsevqHRaDQHgQKSI74dtfgmP7wWk/Mqa9+LYsEvvzIO3PBIiwHNkdGajXGsd19N40sZvnitCGMtBDQazdmkOWvy81t1bGtjZPTlbPZQnA91AaHmSLjW59CcebcJRiLhLy8ltVAeuQrXaDSaRqEtZ7BccwlWZiZICa/mfB6NHU6aQkcGNIfOqvXwXMmju7n+1seaBvzkpuDz1wbLFd1KqNFozibDsxHDs2CZNu1NJtVAUaodXr2CjgxoDh2pUufA1uzO7DE7cnX+7r0aV3udQz4yjUajaWziRDGzHFOqHe7mSEcGNIeOIeCji/Ud1QtAmioYXcxu8AbXaDQazeGhxYDm0PE9k4y9s6iAUvC7Zz7Ty1oIaE4/7U0WHwwmzJYsnk3GBJFuo9UcDzpNoDl0gmhnEQGl0oiAFgKas0IiFUtVC6Ug1EJAc4zoyIDm0AljRSWw8N3tLTzD2OC3Tz3mS3oQkebssFxJ+OK1LpTVHD86MqA5El7PvX2splLsSgjYpuBch02Lb3JzwMEyxX4PUaPRaM4sWgxojgTrHWeaa0tuDuyse8C1BD+/o+hrVXz/WkxLVuLaWgxoNBrNXtFpAs2R8NVoRD3Ocbkz3GA+VA5slqoOKEW8w2hpECv++QFATDq+Q6cWNBqNZj9oMaA5EpSC6aWEzpxJLH0ydp2Mk/B82uX9c2VMA/pbYKmSZb6oF3eNRqM5SnSaQHNkFKoJf3klWa4qpFIs1zJc76ljrpyFhgE/uBpwo99e+55Go9FoDh8dGdAcKVGs+PRlTM5zudFv0N+iUArESso/4yRc7Q641ScpBTa/fyqohXpIgUaj0RwmWgxojoVyPeHzVwmfY2JbFhc6LfJZRRAJXkwlSJWKhEhPK9JoNJpDR4sBzbETxYoXU9poSKPRaI4LnZnVaDQajeaMo8WARqPRaDRnHC0GNBqNRqM542gxoNFoNBrNGUeLAY1Go9Fozji76ib408gsdqZ6WMei0WiOiR9d6D7uQ9BoNMeIjgxoNBqNRnPG0WJAo9FoNJozjhYDGo1Go9GccbQDoeZE05QxaPMVAKPzCnXMx6PRaDQnES0GNCcKy4B81kABhhB4jmK5KijVpBYCGo1Gs0e0GNA0PK4t6M5DxpbMFEwWy3rh12g0moNEiwFNw2Ia0OobdDbFmIaiFpksV/UUQ83RIwQ0Z0x8z8AQEMSKSl1SDc7m+WhbgjvnLBIJw7OSYi3Z8c8KIO+bFKsJ8ghVvWUIfnFX8W+PBFGitxPfRIsBTcNhCOhqNmjLRRgiIZGC5ZpNFINlKOKjvINozjQ3+m0GWmNasiGWGW74P6VgpuTxm8eNLwgyjsH1PpP7w/ubDmqbgut9Fle663h2AMCNXphYyvB4HJYrm0WBbQp6Wy0udkpa/RDLkFhmSBgbPJvOMDInEQJKbxEU3S0WOU8QRFCuS6JY0ZQxsMx0Ya/UFUEsafVN8lmDrKMwDUCAKSDjSHw3IZ8J+c7VDH98drRC5CSgxYCmoXAswcVOiW2mN63lqs10QREnjX/D1Zx8mrMml7qMlahUQrtfQYitHysE9DTX+S8fmQzPe8wUFOWapLJFtMA2D3c3apmC7hYL1xKEsSLjCLLuyoKoYKAtIOvU6Wx2mS1a1EOBZSpsE4JYIBW4Vnp8i2WIEkXWEQgBWTd9A5RSXO6qk3WCDa9tCDjXVmOgFQo1h1gKUGBbiowdY5sSIYJvHjKOJbk7UOHuQPp1NTRZKDssVw3qEUgFWQfOt0fkD9DsbqC1xn/92KAcWBgCTEMhBFiGxBAKUBgrn7lUgigxqIYmXwwZW4qd04IWA5qGQqn0ogQo1S3GF7UI0BwOTRmT/jaDnnxCxpFIBS2Z2raL/3ZknYRbfRVu9aXn72LFZXzJphoosi4MtMW0ZQMqoU01MKmGBtVQEMQCJRWvZiL2onUNAV15m95WuNxZxTI3L7jfpN0PaPff/bi9IAS0ZMN3P3Absk5Ctq3GubYDPKhtcCxJm7WTY1U4lsR3Yz686DE85zBXTN4axTipaDGgOVZW77ureybXFms345wX09tis1RR1CMd09NsxDTg9jkbAbyakZTr29+gXdvgXLtFW06R8xKa3IiMs/eFazuEgPZcQHtu84KbcyNy7uYwfUdTlj8+j3f8GoaAjy9bnG+rbUpdaA6PrqY6XU3pv+uRSbFuU64bVEODSl1RrCmqgcQQcL7TZKmsmF7e+ed63GgxoDk2evJpXUCcGLyeFbi2wfn29ZulANpzEe259OIbXxRaFGgAaMtZfHhR0pGrAHClSzBf9oglBLHB04lUHHQ2W3z7ckTOre96x39U9OZrgP3Ox7mWIO+b3B6QdDfrGTHHiWcneHayJg62oxJYTBVclioQRFALFYVqQtyABYxaDGiOjaZMqqIdSzLYYbJYYS1X9008O+Fcu8mrGXThzzHRlDG53ieoBAaGUBSqML6wLt4GO206mxUgmCmk3+vJp8Vbq3nZREIQGdQjQTWAF1PRW9tEXdsg5xm0+oLeFkk+G5OxI0xj447YthS9LbW1ry93QpQYODsKBR8PpbrNsymXicUY2JwnuH3O5kLHasGdxDb1iX/S8N2YK10bowOVwGJozmW2qJgtNE7kQIsBzbFgivXaAICMk+CGBqW6RZO39QXiWgmXukyGZqEBhXVD4tkCIQS1cOdJad818D2Dpoyg1YeWbEzOjfHszdX0k50ZSnWDzuaYdr+y9n9Xunb2Wtd6bQpVi5ybYFsSUAjScLspJLa1tw9arIjMRkYqQUeTZGh243Gutu1d76ls85Oak4zvxtwZSO9xxZpDoWYRxAACKVPBvCacY6gGsFRJqNQP93zWYuAUYhkCw4Aobhx7XscUdOYFOTfBNCQoML4xGSPrKIZmFZe7TTx76/yvZyc0ZWztN/ANMo5BV7PCMhVRLFiqCkwD+lsjBFAOLKI4PS9sU2GZElOk50ehZvHRJZvOpogmL0wr0HeAENDfWnv3A9/Cdnn0s0DGjnmwYG8oHmxvsvjx9TqufThFfprGojkT0pzZWfSqFpoUajYjCyZDMwd/zWgxcApp8Q3ymQTLVCRSrPyBRAkMAdPL6shNN1ZfrRqaRLGJZYLvJkglCCJBmAgKlXRxihKB95YUanNWsaxTpkAq/NqaDNr9CNNI3+WMDc2ZjY/LuTG4Wz9Hux9xtVvvQo8a05Bc6pJ0NtlIBU2eoq+lhqXTAZotyDgJrpUwXfAP5fm1GDhABBzrTry3xVhpkZIkSqASsRJqEpRqbNn/DGmPsmVAEK1HEnpbDHxXslgxCN4Qods9B6S7/3AbkRElionFjf9nGSJ9bVNgm4K8D/2uwrPfnkdrcmM82zqTxYSOJch5goyd5uJdO6ZB6+I078A00p53Wo/7SDQngUTCp699RuYOJ5KmxcABYYh0R24ZaZ6nFirCOF2sevIGWVeSyHQHHESwXJGbCuEEkMsYJAlUd5HjXWWxrLjYKTftLJqAjlxauBKtGIKkhiMK20zWivaUWo0eKAyRhun7WjaG68PYIJYGUkEsBVEM9SjdieYzEUFsImWaAghjQaEqqIYKyxB4DmQcyDpyw+vuFqnO5vKXzxoMtEYNWxWv0WgOFqVgvuxRrJmMLSimlw8vpabFwDcwRJp/zTjg2oCCSKbft4y0cC2KBWql0MkyU4WfrBR+xDJdTHOeAFL7ryAWBLGBECCEwLEUF7vAMdMFP0zS/3PMZG0Rni/ZLFcVWdcgiNRbd+SrBLHi+bSBbQlcS9CTTzYUUfnu23fcQoAl3r7bdiyJs0Xl8yqulbzxb2jy3nnYOyKWglpoEiWCueLRpzkagWqgKNZt8pmzmWPXaM4K82WXoTmLxZJkqZKwVbfJQXPqxYBlCDJuuhsu1SW2KXBtQdYVWEa6oBtGaknpWDK1zuRo3aUyxubX62iK6Hijh1VKiJVBFBvUQkGiUoFim6y1HCkgTgRRku7Kl6smXc0nu9AuloJS3WJmeXUmwdkRAQLwHAPfheaMIus0ThuSRqM5eCqBxfNpj+dTIUodreg/9WKgp0XQkk3fVKU4sSFWwwAHiWNK/G0KwU4ysRSEsUEQpzUKYZzWMASx4ihU8XFjmwLHErg2eDZ4tsSz1yNFGo3mdDNXcvn3xwqpjscb41SKAc8WNGUEtgnOG33KJ1UInFRiKahHJqh0Py+V2CTIpISlyps1Eqdv4bcMQT4rcKzVtr70j7mSkjFWIlQajebs8nTSQh5xNOBNGloMmAKu9EgqgYVcCYuv3kSjJO2lTqdOpflp11Zk7GStxUpzvKwudrEUBDGUamdjxoAAsm4a3s+6Ct+JtRDVaDRv5XK3ZHqZPQ2tOggaQgxkHINEKuJEbaiwT1Q6ua41u7mCOsPmXmpN46AUhImJUmk9RpOXRmxmCqx1WRwnWcegKbNSc2EpEpnWWbytBXMrVrtIPDsdAWtbEtuQCB3e12g0u6Cvpcb3r2V4MW0QROko7KO8Vx67GPBsQX+rXHOcC2KT5arBQiltvZtckkwvm/ieQauvyLnxnlvSNEfHUtVmcim1l13n+EWAAPpaDVr8aMvQfEcOKqHF0OzOjrXVN+ht0dX9Go1mf0gFrX7E7QGLeiQo1CwejR7dveXYxUA9UrycgXzWJuelOVXPBt8zKNXSHZpUUKpJSjUAE0hTA+aKaY1ppDd5Q6S+3hlb4tmy4b3JTzP5TIxpWMwU1KGoW8/e/QRD3zXoa5W41tsvMN+JyTr2jrweSnWFVUrtEhUrTo9JGmlQpBGSgbYE29TnokajWSeMDb4YzjC5GCOVeiM9sPqPo40uHrsYWKVQlRTWLGbffZNP+/rfttAIXMviUle8Y691zcFhGop8JsJ3BZXAohpCkkAs05kJ4TvmJgjS8Lsh1hfV1QW2zVc0eTGlusXI/PbPkvMM8llwzNW20e1FgJRpWiOIDWrhzlMZYayYKbz9sRNLJn2t674SGo3mbKMUfDWWZWSucaZqNowYeBerrVdq5b5rrpj9CFK3v3qkcEyB6wiyDmQcRdaONw3D0Rwt1oooyH+jviOtKTCoRya1UKx8hnJNHSugWJPkvDQfr1Rq8ASpg2OU2CxVVh+5NUGkqIUGyk4XekOkUaVYpn4McaII43RBXzcx2tmCbRrgWMZKzUFae2Cu+FWYAsyVQlfTkLo9UKPRbGByOcNMobHuCydGDESJQipFS9akOZv2278Zej3JHgJnESHAtSSuJTcIhUQKpEr/JDI1UIoTiKRYWdzlivnQu4kSxWJ5/YJbNZxyrNUuFEHGUXi2IFHp+NA4SX8uShQ5z6DVZ1OHihBqpW6lsS5mjUZzMuhvrdHfCiMLWb4alYc+nngnnBgxAGmYeKGcsFAGEPS02HTk0tCvFgKnA9NQmO9IE6UGRSb1SLBY3tiuKEi7UzyH9Qp/U2KZcleFp2krq17sNRrN4THYXuVcGyxVXGaLFnMlmCvEx2K3fqLEwJtkXYM2X1dxn0UsQ2E5MVkHWn1YrtooBb4rcazkQOykdceKRqM5CgwB7bmA9lzATdKNSDlwWK5YlIO03Xm5qlgqH64d+a7EwDfvj5aZ5l1XWc3rp7lTMAxBGCsq9c0T+vaLUjBTsNcGBWWd9fZEzdlBAK1ZLQo1Gs3pwBDQ7IU0e+vFhUrB6zmfcgBBlP4p1iSlWrLpZ/e61u5KDFzvk1ieIogNXCsdQxslgmpo4Vpy2zn0SqX+AdXQIEpYywOnBVxqTwdfCyW1bxRiuraFZYg1gWAaafpgVcQI0q/bfD0GVqPRaDQnAyHgcldlw/eUguWag1ICz05wzLS2KYhNKqFFJTCpBILpOWdHr7G7yIAA+xuFe7ap3jlSVQjw7GTbnXucCMLEIJFipYBsfSQwpNMFLTMNDxtGqnykZKXQLP06TlirDA+i1G/gzUpvy0itjG1TaSGg0Wg0mhONENCa3dyauLrWtvvp1/1+eUfP1xA1A+ngFh3i12g0Go3mONBd+BqNRqPRnHG0GNBoNBqN5oyjxYBGo9FoNGccLQY0Go1Goznj7KqAMKhW3v0gjUZz4igW3eM+BI1GcwiUSjvrJhBKqXd2+QdBgOd5+z4ojUaj0Wg0R0tPTw9DQ0NvXcd3JAYgFQRBEBzYwWk0Go1Gozl8HMd554Z+x2JAo9FoNBrN6UQXEGo0Go1Gc8bRYkCj0Wg0mjOOFgMajUaj0ZxxtBjQaDQajeaMo8WARqPRaDRnHC0GNBqNRqM542gxoNFoNBrNGef/D+FO6Gkz1u37AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# I had to split up the bounding box from the full latitude of (-180, 180) to into two chunks [(0, 180), (-180, 0)]\n",
"# because I was getting weird behaviour of it returning less results the bigger I made the footprint\n",
"# I raised a bug report with the Python API: https://github.com/sentinelsat/sentinelsat/issues/588\n",
"bounds = east, west, south, north = -180, 0, -90, -60\n",
"\n",
"# WKT \n",
"footprint = f\"POLYGON (({east} {north}, {east} {south}, {west} {south}, {west} {north}, {east} {north}))\"\n",
"\n",
"print(footprint)\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree())\n",
"ax.add_feature(cartopy.feature.LAND)\n",
"ax.add_feature(cartopy.feature.OCEAN)\n",
"\n",
"ax.add_geometries(shapely.wkt.loads(footprint), crs=ccrs.PlateCarree(), alpha=0.5)"
]
},
{
"cell_type": "code",
"execution_count": 716,
"id": "d140805e-aaa2-4c1e-bc33-f5d65756b603",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b24c0d40c8a64e6d881a0c80741340a4",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Querying products: 0%| | 100/24745 [00:00<?, ?product/s]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"results = api.query(footprint, date=(date(2020, 1, 1), date(2020, 12, 31)), producttype='GRD', platformname=\"Sentinel-1\")"
]
},
{
"cell_type": "code",
"execution_count": 717,
"id": "0484058f-f558-41e0-a2c9-e8f5475e2d2c",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"geometries = [shapely.wkt.loads(dataset[\"footprint\"]) for _, dataset in results.items()]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c22a58af-5037-4b50-877e-7eca36cf501b",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 720,
"id": "70a2b0b0-4cbc-47c9-a88b-01a4afcc049b",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"<cartopy.mpl.gridliner.Gridliner at 0x7f433dfc9490>"
]
},
"execution_count": 720,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = plt.axes(projection=ccrs.PlateCarree())\n",
"\n",
"ax.add_feature(cartopy.feature.LAND)\n",
"ax.add_feature(cartopy.feature.OCEAN)\n",
"\n",
"ax.add_geometries(geometries_old + geometries, crs=ccrs.PlateCarree(), alpha=0.1)\n",
"ax.gridlines(draw_labels=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "903041b6-a2cc-473f-9804-7ebd39553620",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"id": "fb782237-cd87-45ad-a514-bc0fc267d4e1",
"metadata": {},
"source": [
"## Generate frequency plot"
]
},
{
"cell_type": "code",
"execution_count": 721,
"id": "4c5fce3b-dc99-4ccb-9e72-ef36c326283d",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"import rasterio\n",
"crs = ccrs.PlateCarree()\n",
"\n",
"shape = 300, 300\n",
"# bounds = [-180, -90, 180, -60]\n",
"bounds = crs.boundary.bounds\n",
"transform = rasterio.transform.from_bounds(*bounds, *shape)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0cefdf07-089f-49cd-9b88-f7478a8b8057",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 722,
"id": "d269c34b-774a-4b35-913c-0a07d9bde722",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"from rasterio.features import rasterize\n",
"\n",
"# convert each polygon of the of the datasets into a raster image (1's for data, 0's for non-data)\n",
"# and progressively add them all up, so the places with 1's data will accumulate into a frequency count\n",
"# replace the zeroes with nans to mask them out from the plot\n",
"rasters = np.zeros(shape) \n",
"for polygon in (geometries_old + geometries):\n",
" rasters += rasterize([(polygon, 1)], out_shape=shape, transform=transform)\n",
"r_max = int(rasters.max())\n",
"rasters[rasters==0] = np.nan"
]
},
{
"cell_type": "code",
"execution_count": 723,
"id": "e0c5bf1b-b679-4327-82e4-959a6e380d49",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Frequency map of Sentinel-1 GRD data for 2020 available from ESA SciHub')"
]
},
"execution_count": 723,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = plt.axes(projection=ccrs.SouthPolarStereo())\n",
"ax.set_extent((-180, 180, -90, -60), ccrs.PlateCarree())\n",
"\n",
"ax.add_feature(cartopy.feature.LAND)\n",
"ax.add_feature(cartopy.feature.OCEAN)\n",
"\n",
"color = ax.imshow(rasters, origin=\"upper\", extent=(bounds[0], bounds[2], bounds[1], bounds[3]), transform=ccrs.PlateCarree())\n",
"plt.colorbar(color, ticks=np.linspace(0, r_max, 10, dtype=int))\n",
"\n",
"ax.gridlines(draw_labels=True)\n",
"plt.title(\"Frequency map of Sentinel-1 GRD data for 2020 available from ESA SciHub\")"
]
},
{
"cell_type": "code",
"execution_count": 724,
"id": "6901f179-8875-4194-b15c-bb7b0ebc56e8",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"<cartopy.mpl.gridliner.Gridliner at 0x7f4341e69eb0>"
]
},
"execution_count": 724,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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FVwfl7rvvFpdeeuk5P3ccRxQVFYmHHnoosS8ajYrMzEzxwx/+MLFv9erVYuvWrSIej4sbb7xR/PGPfxRCCHHo0CEBiDfeeCNx7Lve9S7xH//xH8Lj8YhQKCSEECIWiwm/3y9+/OMfj3UXx4V3vetd4rbbbkvat3DhQnHPPfcIIYT40Ic+JJ5++mlh27a4/fbbxX/8x39MRjNHxXg/G0IIUV5eLr7//e+PS/vHgskYK4b6vZPNVJszOjo6BCC+tnW9+Nd33j/i7Wtb1wtAdHR0jOLuTF2mpGZkMC699FKeeeYZamtrEULw0ksvUVlZyXvf+14AduzYgWmarF+/PnFOSUkJS5cu5fXXX0/s+8Y3vsGiRYvIzMzkoosuYvHixRPel+HS0dGBoiiJVeBo+9q7wnz55ZcB2L9/P5FIhE9/+tN0dnZy+PBhAF566SU8Hs+EmWmeeeYZ1qxZw4c//GEKCgpYtWpVklr0+PHjNDQ0JPXb6/Vy2WWXJfX7/vvv55prriEQCKCqauIZmT9/PiUlJQktSFdXF2+//TYf/vCHmTNnTmKVvHXrViKRyLTQjMTjcXbs2JF0TwDWr1+fuCf33HMPX/ziF/F6vezcuZNPfvKTk9HUUTHez0aqMNZjxXTmfJ4zpgvTUhj593//dxYvXkxpaSkej4f3ve99bNiwgUsvvRRw7eIej4fs7Oyk8woLC2loaEj8/ZnPfIaWlhaampr4wQ9+MKF9GAnRaJR77rmHT3ziE2RkZACj72swGOTCCy9MCCMvv/wyl156KV6vl3Xr1iXtX7t2LYFAYHw72cOxY8d4/PHHmTdvHs899xy33XYbX/ziF/nZz34GkOhbYWFh0nln9/u6666jqamJuro6Nm7ciKZpic8uv/zyRP9effVV5s+fT35+PpdddllSv8vKypgzZ8449nZsaG5uxrbtAe/JmjVrqK2t5eTJk7z++uukpaVNRlNHxUQ8GwB33303aWlpSVvvczHVGY+xopePf/zjfe7LsWPHxrdDo2QqzBm9hfJGs6Uy0zKa5t///d/ZunUrzzzzDOXl5bzyyivcfvvtFBcXc/XVV5/zPCEEipIcHhUMBgkGg+Pd5FFjmiYf+9jHcByHDRs2DHr8cPp6xRVX8Ktf/QpwJ9/LL78cIDEp//3f/z0vv/zyhK6iHcdhzZo1PPjggwCsWrWKffv28fjjjye14+w+9tdvr9dLfn5+n++44ooruOOOOzBNs0+/eweal19+mSuvvHIsuzbuDHZPdF2nqKhoops1ZkzEswHw5S9/mU996lNJ+2bMmDEGPRhfxnOsAPj+97/fZ5wtKysbeYMngKkwZwgUnFGE54oUD+2ddqJWJBLhK1/5Co888gg33HADy5cv5/Of/zwf/ehH+e53vwtAUVER8Xictra2pHMbGxv7rJamA6Zp8pGPfITjx4+zadOmxEoHxqavV1xxBZWVldTW1rJ582Yuu+wy4LQwUl1dzfHjxyfUVFFcXNxHBbpo0aKEw1jvZHrmqgWG3+9QKMS2bdt46aWXkvq9bds2WltbeeONN6aFiQYgLy8PTdNGdU+mAxPxbIB7P+fOnZu0+f3+UbZ+fBnvsaL3OmffF8MwxqwPY835OGdMR6adMGKaJqZpoqrJTdc0LRGmuHr1agzDYNOmTYnP6+vreeeddyY0NHUs6B1cDh8+zAsvvEBubm7S52PR10suuQSv18uGDRuIRCKsXr0acFX6HR0d/OhHP8Ln83HRRReNXccGYd26dRw6dChpX2VlJeXl5QDMmjWLoqKipH7H43E2b9485H7PmTOHsrIynnnmGXbt2pUQRoqLi6moqOB73/se0Wh02ggjHo+H1atXJ90TgE2bNk27534gJuLZmI5MxFgxHZkqc4Y00wzMlDTTdHd3c+TIkcTfx48fZ9euXeTk5DBz5kwuu+wyvvzlL+P3+ykvL2fz5s387Gc/45FHHgEgMzOTz3zmM/zTP/0Tubm55OTk8KUvfYlly5YNqJKbDAbqa0lJCf/n//wf3n77bf7whz9g23ZitZeTk4PH4xmTvvr9ftauXcsPfvAD1q1bl7CdG4bBxRdfzA9+8IOEwDJR3HnnnVxyySU8+OCDfOQjH+Gtt97iiSee4IknngBcFfwdd9zBgw8+yLx585g3bx4PPvgggUCAT3ziE0P+niuuuIINGzYwd+7cpBVQr6lm9uzZzJw5c8z7N17cdddd3HzzzaxZs4aLL76YJ554gurqam677bbJbtqYMVHPRldXVx/tSiAQSNI2TCRTYawAaG9v73Nf0tPTJ9XcPR3mDFm1dxAmLY5nAF566SUB9NluueUWIYQQ9fX14lOf+pQoKSkRPp9PLFiwQHzve98TjuMkrhGJRMTnP/95kZOTI/x+v7j++utFdXX1JPXo3AzU1+PHj/f7GSBeeumlxDXGoq/f/OY3BZAUDimEEN/61rcEIL71rW+NRXeHxe9//3uxdOlS4fV6xcKFC8UTTzyR9LnjOOKb3/ymKCoqEl6vV7znPe8Re/fuHdZ3PPnkkwLoEw77//7f/xOA+MxnPjPqfkw0//Ef/yHKy8uFx+MRF1xwgdi8efNkN2nMGe9no7y8vN/37tZbbx3rrgyZqTBWnOs7vv3tb49Dj4fOVJ4zekN779hyo7h794dGvN2x5caUDu1VhBBizCUciUQikUgkdHZ2kpmZyR1bbsSbNnLfmli3yaPrnqGjo2PStHPjyZQ000gkEolEkkpIM83ApLZHjEQikUgkUwAHddTbcBisXo8YQv2mW2+9lTlz5uD3+8nPz+emm27i4MGDScc88MADXHLJJQQCgaSSDMNFCiMSiUQikaQYg9XrGUr9ptWrV/Pkk09y4MABnnvuOYQQrF+/PqleTzwe58Mf/nCfgqvDRfqMSCQSiUQyTvT6jPzDqx8ctc/I4+/+zYh8RhRFYePGjYmChkIISkpKuOOOO7j77rvd68diFBYW8vDDD3Prrbf2e509e/awYsUKjhw50icr9U9/+lPuuOMO2tvbh903kJoRiUQikUjGnV6fkdFsY8VQ6zedSSgU4sknn2TWrFnjknFXCiMSiUQikUwTOjs7k7ZYLDbsawy1fhPAhg0bEjWInn32WTZt2oTH4xl5B86BFEYkEolEIhlnhFBxRrGJngysZWVlZGZmJrZvf/vbI27TUOo3/fVf/zU7d+5k8+bNzJs3j4985CNEo9ERf+e5kKG9EolEIpGMMzYK9iiK3fWee/LkySSfkZFkxj6zflNxcXFif3+1eHqFnnnz5nHRRReRnZ3Nxo0b+fjHPz6SbpyTlBNGotEo8Xh8spshkUgkkmmAx+PB5/NNdjOGTEZGxqiTnp1Zv2nVqlXA6fpNDz/88IDnCiFGZBoajJQSRqLRKMUlpbS3tUx2UyQSiUQyDSgqKuL48ePjLpA4YnSJy5xhxr0OVq9nsPpNx44d43/+539Yv349+fn51NbW8vDDD+P3+7nuuusS162urqa1tZXq6mps22bXrl0AzJ07l7S0tCG3N6WEkXg8TntbC99+agveYOZkN2fSUIRNobmPU8YShKJNdnMmDXkfXOR9OI28Fy7yPrhodjf/+NGLiMfjEyCMuL4fozl/OGzfvj2p4vhdd90FwC233MJPf/pT/vmf/5lIJMLtt99OW1sba9eu5fnnnyc9PR0An8/Hq6++yqOPPkpbWxuFhYW85z3v4fXXX6egoCBx3W984xs89dRTib97NS0vvfQSl19++ZDbm1J5Rnrjub//q934glmT3ZxJQxE2ReYeGozl5/VAI++Di7wPp5H3wkXeBxfN7uKzNywd13ovvfPSzS99HE/ayKNQ4t1x/t8Vv0zZ2jQymkYikUgkEsmkklJmGolEIpFIpiK2ULBH4TMymnOnA1IYkUgkEolknJlon5HpRmr3TiKRSCQSyZRHakYkk4ZHV8hO0/AbCh4dNE1BVQQKrkrSssHQBIYOmgK2AMcB23HD3Nx/FWxbYDpgWoJoXNAVtRkLt2wFyAhoZKepZPpBVUEId1NVyE83CXhsVEW4m+p+qegJ4RM9alX3/6f3RS2NUEwlFFMIxaA7KuiOOIRizugbLZFIpiQOo6sv44wiYdp0QAojkjFH1xQyAxp+j4KmgtdQ8BuC3DSbNJ+FZau0h3WKMqN49LFJnuM4ELM0umIG7SGDI6ccV+3XDiU5Bh5DQ9dcAQMFENDaLbAcQW66Sk6au7sz4m4KsKI8TsCIomvDlGwU0BDETIWopffuAkUQ7xFEwjF3YCnIEGQHFaqaVaKmg32WPKKrCorqCloSiWT6IlBGJVAIKYxIJINTmKUT8LgagPawQ2mOQmlOnHSf2e/xGf7RZ8kVAuo7/Bw5pdLQZpIR0MgKqBRlCa5dHsG2bbZsgYvnhtD1kYUv2o77PcoIxgGv4eA1zu6nSV5aj4YFV0hpC3uIWwZzC3X8HgeP7uDRHDyanRCEHAc6oh6qmg0O1vZ/TyXTE11VSA9oBLzu+9PYYWHZUviUnF9IYUQyKi6YbTArL4yhnZ5045ZCW9hLc5dBR8SDrim0dQsyAg62rWD3mFhy0ywy/XHUYUz0cUvhRHOA2jZBJCaYU6SyeIbFxXPNpDaMFdo4eVUpCol1Tk4wTk7QbbsjwLRUopZOa8iguUuluUvQ3m1jOQKYXEFEVUBVFSrydYJe8HkEtgOhmEJWwF27RU2FcBzaQ4LWbpv4GGp1PLpCul9j+UwHRYH6dh2PJmgLwckWc0zMcxNFfobOwhmCooxI0nNmO9Aa8nHklEZ1k8k06pJkABwxSjONjKaRnI9k+DVsIYjG+5oOzqS+Dby6H6/hkOkz8XtsPLqgMCO5qqMQPmKWRqbfJDswsNAgBERNjY6oge0odEVUuqIQNaGpwyJunZ6QjzZAKFtnYZGNoVmj6vNUQFUgFNd566hGe8gG7Elpx4pyg+Isk4DHoi3sIWqq5KaZpHlN4pZKZ1QhHNcwbRUFQWZAoKsCAXgN1//HdhRause2XXFL0NJl8dK+xJ6x/YIJpKnToiOs8K65fvLTY3h190XTVMhPj5KfDnMLffzlHYecNB1NhbaQLbUm0xQZTTMwUhg5T0n3a5TmakTigtoWC/OsAS7gVVhcKvAZAhWI2SotXTp7qiw8hsK75oDlKDR3wdbDFqoC75rrJT89jq46aKqD7ahETJ26dgOfAek+i6BncIFBUSBua7x+SBC3HAzNYUauTnZQoTRHI+hx8HtsAh5z3DQXk0VnxMMLe8ERkyOE9HKozsbQdWbmWH0ES4/ukJcWpb7DR1tIpyviOuHqqkJz1/QXCCeSuCV47aAN6AS8KkGvit+rYGhg2mBacPkSKMoIA665riXkZV+NTkO7NNdJUgcpjKQw+Rk6qBoeXaE95NAddSe4dL/G0jIFn2HRFtKob6PPAryh3aKhHXqNCRl+lYBX4PeqdEVsdlVpZAVVvLpCeb6B7cDWwyZCqJwdMb6oFNK8DqGYRtB77skqEtc41uSjpsWhPWyTqFSguNoSXXVX3w5g2QoxU8ej28N3MJ3CKIpA01ScSXZYjZoO24867DphUJars6w0RqDnt4uaGkcafeyrNhHEyUnTWT1LoKs2VS0GJ5psonEZGTRcwjGH8FkRVTlpOvtOqrxt+tFUegQWAIGqDL94mmTykGaagZHCSAqhAOUFBmXZgiN74d0Lwth4CMV03jyiYmgKpi3oiti8Uemeo6kOM/MMBHCi8dwrrc6IjeWoZAY0gl6FtpCNrilUlNl4NYdwXCPd517HtBSqm008usqKcsgMxEn3mgknUEeAbStomkj4i4RiOtUtXuraBG2hZMnItARVTSbVTTCr0GB+kUnGMH1NpjqmrVDT5qetW6EgE2pbpsaq17IFxxtNWrsNSnJ8BL2C2laobzvdvtZui7+80/vX1Gj3cPDoCrnpOjlp4NVdzdzeamtMfV1GgqZCV8QmM6Cxbr5NZo95UwjojhmEYhp17TrRuBv+nvgsKmjutKSgMsVwRhlNI0N7JdOGomyDzAA0d7mRI3/a7SNiKpTk6LxnUZw0r4lpK0RMg+6oRk2rSkO7TVYQ5hWEKMoMYNoKcQv2Vp+eVJaUGZTlmAS9MYweLURjp48X91m8vM9drdmOQ0GmyoWzInh0hxk5PmpaVfZUO1i2hu2oeHRXBa2rbvivpoChK0RNQUObhWkPPJEJ4Ngpk+ONUJAZIOBREjlHHAGO48anqKo7kAc9rlATiemk61N7ZDY0QVl2BNMKUFk/9Sb0jrBNR3hyTUcjRQGy03Ry01UyfRa1h+C6lQ5ej8B2FEIxne64oDuq0totaA874yqI9DrhGpr7/5IcgaEJNEUQs1RsB/LSLNJ98X6juBQF0n0m6T6TonMUJ7cdaAv7eO0Q466l8hkqy8s1Aj3vmxAKlgOhmOvr1RkRtHX1OmCfv0jNyMBIYSSFqG8zqW/rqciJOwhpmkbAo3Ci2YMQHhwB+ekOmX6TolkW0bhOdwzqOvyguANdV7KLAPtOmuw7CXOLAuRnuAN4VbNAUx0unq+Rnx7DtDWe32NxqMHPzFyT3GCc4syhDYJxS+XVuI+mzqH5GwgBp9qH4HvScx+ef0djzVwPxZlRPPrUNh90RVN7wJlIdE3h3QsVcgIxDD2OENAW0qgFth3z0B6hR+gQwPj5unh1hUWlOn6PIDNgkeGLjZtWz7IVOiIe2sIapzoUovHxF2x9HgVFEWT4LWzHdWw2VMjWbXLSIBJX2dblOsXPKlQJeFyhpDuqcLjeJmpO7XdSMjFIYWSaoyiwbKZBYaaFrrqZQLsiKof3wIVzdISq0x4SHK6ziPWs9k6l6Qjhakdcx9WhDQYnmy1OtijETAePruAIeO2gzYwcP3nprm+I7UBlg0FTh0Yk7uDzqHh0BUUBQ1PojrqrTst2P3McMG2BptjjZgO3bMEblRZpPi+XL7JIO0fuk8nEduBUp49I/PxePY4FXkNhfrHOzFw3z40j4GhjkP21NuGISRFuJItQRpZ75lyoCgS8Gl7DfTeEEGiqQmmuwvyi0LibFVtCXqqbDdpC7vvcFnIFLENz37+BtD2ayoBRcwPRHrJ58zD0+ooZmiDoU4mZgkjcoXd86YzY7D4xPbVrY4HUjAyMFEamOR5NIS/dJjd4OpOpX7c5DJTlhIk5PjJ8BqU5Bl1RhxON0BW18RlqIoIm6FMJRR3ml3gIeKAg08GyHV45ILBs16/D71W5fJFNmtfNexCOG7y8XycnXeWSuSHAFSQicZ2TrV5ONNr4PK7PSF5aDI9us/14GoqisrDEJt1r4zPinGwN0B5WmVcUQVMcInGDxi6DQ3WnHW7Hiu6ozaZ3VN69wEte+thkfh0tcUvlaKOfzgi0hxzaQlNPUJpOpPk0FpSolOeG8eiCzoiH7cd1Gjvc+zrU4VxToSDTwLIF4bhDJObg9CS/U5X+J+4rl6rkpUXGrjPDJDcYSxoHuqIGPsNKmFaFANtRONXlo7ZFJVLjZid20FhWZpLpjxO3tR4zi0JDh4eDtXYfp9qB0DWF+SUGmurmnDnVodIwBC3m+YAURgZGCiPTGENTuHyJIDuQPLE6PWPHnpogi2ZY5Ke7YYGFGVCeqyQGp1BMRwiFoDdKVUuA7qhgYbErWFQ2BLBsdxDJDOrMKwJNtRLJutK8JlcvdfjjTp2mLh8g2HlCo7XboteJ8dIFTlJOkZUzQ6725oxgm5m5YXTNz/5aH+k+wYzsOPkZJqpq0NCuUttijqm2JGYKDtQZrJsXS2rHZNAS8tIV0bAdOD6A87BkaORn6KyZbZHpdwWCxi4fL+1zEGL4k+G6BRolWaHE34dPBdlxzCQ7qLOi3OHNI1CYqRH0KWiKIG5DYyfkBJkyjtVnZz9WFNA1wYysCIVpNltq+mYn9qunFwAZPpNIPI0DNUPL5aIqcMUSyA12IwSYtkp5nkrcUonbKnFLcf9vQcxSaOxwaJGh4JIeUlIYWTVLpymij0vOA02FGbkGhgZt3aJn8p0cTFvw1hGN/Mw0ZuXHCRgWHVEP1U2nj2nu8pAdVAh6TFSVhCACJIXZVuSFMa3To+jcwjBHGvx0Rmzaui3eOgKgMiM3SGmOwLQVTrXDrELICrjCztIyH7tOaHRG3AGtod1AhUQUgOccTqQlWRFKspL3ZfnjzMmHjlIP9e0Gfo+gqlmhrnX0k7bPA7tOBkn3QVlOFJ8x8arjjrCHDF+c3KCgK2pwokkfc03QZNHrnOwAAY+Kx1Bo6x7/ZF0Br0JLt46hOQQ8Fulek4p8Hyeahp6ZdVaBwaISkwz/aQ1HzFI5WGezpMxgyYwQzd0+Lp4H+emhpHN7U/ynErPzY3RFPNS3meRl6KydE6e5y0PcVkj32W5SwqiKzxB4dAdDdVdCiuLmo/HgEPD0f22nFGrb/NS1qdS2Jkcv6ZqCpirELWfcsuqm+TRmpI+tqW4gpGZkYFJSGNlbZaP7Ry8kBL0qxdk6mQFBXpqbXVRTHAz9dIhdKGZgaDZhU6ex0yBuga5BOKbQGXGIxgWmLYjEHLRRFD3TVNA1lZjpMK/YQ32bTXfUpi1k0x62qawD9+d0Eo6bR+pNbOGnM+rFZ7gClCMg6HXICcT65OcwzhAWVAXWL4vS3O2loUOjvs2hI2xT22JS23LaxnzdytMCTklWhLylKq9W+mjqsNhTbWILD90xDa/hEPRY+Az7nHVeLFvp06ZMf5zMnjo2M3MgYup0x3Q6whqHGxw6RxDhcbTB5JL5OrlpcUJxHQWB15g4J7qYpXKixUNbt0F5viAaV1CV6evEl+53iyLaDpTnK8zOC/f5HR0Bzd0+9lSp45YYrarJpKoJfB6dzIAHXVXQNDdXx1BX4AtKzD51k7y6w7Iyla2HTUpzPBSkR/s998wU/6lCus/k0vkmlq0AJrommJk7Nr+fqkBZToSyHHBmQ9zS0FQHXRWJMUIItwDm3hofRxuGvhAZiv9Z3HJoaJs48dH1zhtNobzUJiWFEcsRo+5YRb7BhbNDA2b4VBQSzpBeIz5gmnPHOV1sLWLqdEX1RBn51m5oaHdXb7qmUJqrkxVwMzAGPFCYGSfocc0VoZiHDH839kyoagkQ9DpE4iqdEYWSbNebvalDpeUYeAyFY6filOYarCqPowA+jzWgGln0hMm6wo+gKDOKz/AQ8BjsrXbQNYUL5ygUZURoC3s50qhjaAYLityQXkURlOeBVzeoaTHZfzJ+xqCgcdliD5l+G1CIWhr17W44ZSzuapnyMnTy0hUWFkf6RL4oCgQ8FgGPRUE6VOQpbKkMjCgTZVdUIc2nEjNVqpr8VOSbifow441Xd1hcEqKx08fJVpWalulXGK0oS2d+sejxBxr8vqkK5KVFWVDiZ5nu3vcTzQodYTvhjzFWROPOOcNZPYYCJlwyXyPmGIRiCi1dTiIvx5EGgwXFoo+Jw3KgONsgOxDq97qpzngnFlQV+tVQKj375xeZGJqBoigEvQ6q4joJR02FuCnQexZaRxosbEfwvhUQ8JjELI24rSIEqKqb36grqtERUWnpcmhtnb6LgFQjJYWR8nyD9riSiB4ZCh5d4eL5KrrqEPDYBL1jO+ic6Z/QO6GeSdxSCcV1gh4Tj96/c6WmnK52q6kwOz/c73G5AZstx+CGVTEcDEJx6IrqOELhZI2XzAD4PaIn3bRC3Ha97XOCgkjcjQBo7nIjX/we96U/2ewOzqYt2HZUZXZhGori+mBU1pmk+Xw9BfMEcwvC5KZ5WFSiEPBavF7ppanTwmeo5AZjCSEj4AHheNlbdfp3auywaOqEuOUnKyjIS7fI7CffgmW7BfPaRmgm21ttsrcairIUSrIha5B6OaPBERAzNSKmRmvIoLYVTrWbPSnfp49ppjep3oJik+xA/8/eQPSuhHuZmev+2+tf0NLtpa5dpabF7onCOE263022F4oJQlG7X+ElK6hRmKmR5hPsq7Hx6gp+j6vuz8sAjw7H6i0IQ3FWBF0/s7ijyqlOLzWt8MI7Gmvn6pRknW5rUYZJbauHLYeDXDI3NKIqzpKRk+mPs3Lm4O/oomKV+g4fiuJqcXTNInjWMblpp//f1DJx75800wxMSgojK2eGycw0ONXl43iTRk3z4E6QcUvw+iGH0jydxSUTLy17dGdIK8zRXDdqanTHfIRjbsZPXXOLmnkNwbFGwcwci9Js99jZ+a43vhAKnVGNoNdAU90BXVNhboFbAa2mzc+iEkj3JU9OZ2qJctMVInGNSxfYfbQdHRGNs3M8LJphsLQ0xLGmAM/ugsyAn8sXxfF7Tg8cuiaYVxhidj50Rj2EYhpHGpRhee4vm+n6AIw1lq1QeSpAVZODabvFBk8/f9PTUXVWgcHS0tiYC+lw2r+gOCtCcRZcUA7tEQ97TxoJHyHbEVw6P4rlqJxo9rHrhEmGX6MsTyU3zSEnGMdnxHuOhdJsrV+TYHm2zZYtfdvg0Z2EycCyFVRVnPW5jWkLYmaP5jC154Vpi9dwqMgbuqBsaBM31kthZGBSUhgBVxNRnBmlOBNO5viJ2yoezcG0FRo7lX5Tn5u24GSzRXfEICvopSLPJDdtaoSAjgU+w2Z+Yf+Tyez8vvt6VdUZfijN7v+aM7Iig64SV84MsazUXVn3+oW4eTX81Lb1PflEk82pjgCtPXb+jICKpvYvTWqqK/hkB2BGFtR3+OmOqhyotYnGBl71+M7hWDdShIC2sIftx3Rau8dG6PDo7so+Zo6tKWOoKMDqOQZz8sdeG9Dc7cURCuleM0lwUBTXgXlmrk59Kz0aOIe2sJeAx6IrCgtnGMzOT3Y07UVTSRJch8vZJonmLi/bj6tkBBTWVERSrjijRDIVSElhpKXbS1aW+3+lRzXsiNMhdxV5UJIV4I3DFkK4IYEVBQp5aSbpvhgKUNvuT6RmloPPuRnqBKUqcLA+SFWzqy0IxxzEOcwUZxYMy8/Qz6kWrzwV5J1qi5l5OstKI3gNh+LMCMfMIJH44K5iLV0K5Tl9nWaHghAQtTS6owYdEZXuqMLJFptQ1GGo2Tw9usK7F7oTbzhucLTRIOCFwgyTrqhOwGuTE3Szde44EeTwBKeJ9xoqly7oGzXSH3FLpanLS2dUJdPvUJAeHfS+ZvnjHGsO8OI7Dh5dJztNI9OvELchGofCTLhxjY1Pt2kPe8jwR9FUuHDWxEaw+QyH9yy0EunOJZKRIDUjAzPsaba2tpa/+Zu/ITc3l0AgwMqVK9mxY0ficyEE9913HyUlJfj9fi6//HL27duXdI1Dhw6xbt06SktLuf/++5M+q6ioQFEUtm7dmrT/jjvu4PLLLx9SG1+vdPjNNi+/3uZlf12QUExPTExvHAny/2318HqllQgZa+u2icRxw197UqKXZkcoyogQjhuJvB2SkSEE7KlJwxZw5eIYF8+D+SUegt6+j9+75hq8bwVcuxKuv0Cwbn7snALPnPwQF8zS6IoK/rDLYPvxIJsPBtl2ZGiT9rFTcTYf9A+7P90xg+f2+vnddo2/vOOw/ajFwVqzRxAZOnFLsO2YyomWABn+OBdUhFhYHCI7GGdmbpi8tNNpw5fMiJLmm7gwxIJMnfcuN8k/R+TImZi2wvN7vbx60Gb3CZODdQpdMWPQ83RNUJHrajYcAcVZriBS32bjNWBhcQh/j8YkOxiftEVBms+UgkiK4SaAg7awd0jHj8W81yuMjGZLZYalGWlra2PdunVcccUV/PnPf6agoICjR4+S1auGAL7zne/wyCOP8NOf/pT58+fzr//6r1xzzTUcOnSI9PR0AD73uc9x8803c+GFF3Lbbbdx1VVXsW7dusQ1fD4fd999N5s3bx5RpxxBIrvoniqTPVUquekBsoIKdW1u4q4zY9ctR/BOtck71QZpPg3bcZ04TVtgaApXL3XwqXIwGg6WrVDf4SNmqVQ3C1q7TK5Y4trm89KigJclJSanOr2cbFE52exmdq1phZZuA9Nyo4naQzbl+T5Kcyxyg7GkkD9NdfOjVOS5kUVvVA5fc9DUadEVNfpETwxEXZuH9jHKlNoZtqmsh+yAlwy/iaE5ieczFDdo6TZo7lKpajKJW+P/DPo9KstmapTnDhxJ1kvcUqk8FaA7Gqckx2DxDIvcYHjIGjNDc7hsscapDpX8DIuFxTE3X4cYutZNIhkuzd0+Xq+EeGRwM/xo571ehFAQoxAoRnPudGBYwsjDDz9MWVkZTz75ZGJfRUVF4v9CCB599FG++tWv8sEPfhCAp556isLCQn7xi19w6623AtDe3s6qVatYvnw5JSUldHR0JH3PrbfeyuOPP86f/vQnrrvuupH2LYmWLouWLvf/ZXkGfgM0TaGqyUpKdxyO2SyY4cGyBaU5Nj7DxqtLQWQ4RE2NfbW+HrOCe+88usKWSoXFpQGqm6EtZJPu86Frbu2YXtmwv6RmB2sdDtXC6jkBZua4xe4ErjmuI6yTn25Smh3Go3tHVG31pf0aF8/TBtUCxC2Vo01+3qkeW3NJV8TmhXcAdAxNIehTicZFTwGx8TdJqIqbyK80x83OORSzVSimc6TR/Y1tJ866BRplOcN3blUUKM6MUJyZvE8KIpLxJD89ysXzfbz+zuAP2mjnvY9//ONj3v5UZFiKz2eeeYY1a9bw4Q9/mIKCAlatWsWPf/zjxOfHjx+noaGB9evXJ/Z5vV4uu+wyXn/99cS++++/n2uuuYZAIICqqrz3ve9N+p6Kigpuu+027r33XpxxsJGcbDaprDc5UBNPEkS8hsJli1VWlHWzuiJEYUaUTH//ZbwlfYlbKtuOB/ntdq2Pf0Pccv1Eth+1aOywuGCWRn6GSnOnRVu3xbKZrlp/VoHBexZpXDDLYH6JwZIyg2UzDXwele1HLX6zTecv+wLsrwsSiWsEvA5bj+j8ZptnxGXfwzGHv7zjcKQxMOBxRxr97D5hjrig2FAwbUF7aOIqmS6bafBXF5qsmxeiPLdvsrL+CMV0/rhT5UBNHMsWpPs0ZmRPXk0WyfmFELC3JkhVy8Dv69nELZW6dj87q9J481iQxk4dzxDCosZq3nNQRr2lMsPSjBw7dozHH3+cu+66i6985Su89dZbfPGLX8Tr9fLJT36ShoYGAAoLC5POKywspKqqKvH3ddddR1NTE52dneTn9xPGAXzta1/jySef5L//+7+5+eabh9uvEVGYqZMbHH7+hF5sx1WtZ0zBqrDjTdxSeeWgj+auofX9zcPJK/6qZnfy9RhKUn6HXhYWu/VBjjc6dEcdmqrHfrLecczC7/FTktl/hJBpp95gML8wnFQiYCicbPXiiNO/c2fEJmrqfXLnSCQjJRLXONLooysC3VHBsjJBcVaE9rCHQ/UGdW02164YfKzp1eDVt9l0hGwEyU7z2hBWFmM170kH1oEZljDiOA5r1qzhwQcfBGDVqlXs27ePxx9/nE9+8pOJ45SzRnIhRJ99Xq/3nIIIQH5+Pl/60pf4xje+wUc/+tHhNBNF2ChieKaVoiwD07I5VOdlTsHQVohn0hLy0hHWmJkTwepZoe+sCtIWEszIUchPt8j0uw6JgvEtpmX1+BZYE+Bj0Mueah8tnbERy+5dIduNYmqOs6TY7vf+zM3vZG6+GxK6eX/f38fnUZMyb/Y+A0N+FgS8tt/G5zHQVAWvrrCoVFCY7joyV9ZEUKZXolRg4PvQGVET6faHyqzcTiKxIIfrzIR57XC9wdwCE6/hYDvQFfPQGdExLTdaqSQzklRuYLKYjHdjKjJV74MQUNsWYOcJm7h12mz61hGVdJ+XUNxhUYnFitIIuiKwLHcRqCjQEfHQ3GVQnBnHEQoH6w1qmk0Epxc3fYaVIYwNYznvSc7NsISR4uJiFi9enLRv0aJF/PrXvwagqKgIgIaGBoqLixPHNDY29pEah8Jdd93Fhg0b2LBhw7DOK7AOEjCHp8Kjp7hccyM0HxveqWdSf9bfXqC5DZpHfskR8+abhyf0+4rG4iImvPH64If1+13nWCgVWvv6/2CANvRytA2O9vy/YHhXmXL0dx/eeXsU1zvj/+0nYPuJcx9bM/KvGRcm+t2YqkzV+5Bz9g4TCEEGUHsIagc4t/GM/w8264TDg2vCx2rem2gHVsuyuO+++/jv//7vRNs+9alP8bWvfQ21JyV4d3c399xzD7/97W9paWmhoqKCL37xi/zDP/xDP98vuO6663j22WfZuHEjH/jAB0bcl/4YljCybt26JO9ggMrKSsrLywGYNWsWRUVFbNq0iVWrVgEQj8fZvHkzDz/88LAbl5aWxte//nXuu+8+brjhhiGf16gvxGdkDfv7zsbQFBaU6DR1Qk4GBD2CuKVQnnu6bkrcUnit0j/itOQA2Wk6C0t663yM3vxgWTZvvnmYtWvnJZUHH09aQl7aQzq7TozORLVuoUZRxuD+B83dPg43aETigkUlrgoXIBzT2XxIJxx1CwYWWvs4pS9BKBMXFjuZ+L0qRVkajoCqnsR+A92HoiyD1bPcysVxS+VIo59DtSYlOQZr5/R1SLUd2H0ySE2zlYhYO5M1c3RKs8NTNjfPZLwbU5HxvA+OA8ebgxyqt4nGnEELvM3INVAViMYF3TGHSCx5DMwMalw4205o8GraAmw/ao2J75aa1jXoMWM17020mebhhx/mhz/8IU899RRLlixh+/bt/O3f/i2ZmZn84z/+IwB33nknL730Ej//+c+pqKjg+eef5/bbb6ekpISbbrop6XqPPvrouGp6hiWM3HnnnVxyySU8+OCDfOQjH+Gtt97iiSee4IknngBcNdUdd9zBgw8+yLx585g3bx4PPvgggUCAT3ziEyNq4Gc/+1m+//3v88tf/pK1a9cO6RyhaGMy+cQd2FvjPvENne6+uUUGAZ9CR8RPTauB5SgsKrWpbfP1m9V1KLSGBK8fBvCiawqqAhl+jSsWj25Q13VtwgbcwkyLwkyLU13BfiNihsprh2DVrAwWFA0cmVGUZVKYaZ7h2+H2M0MXXLlE8MI7BtGeqL2xeh6mOgpwxRJBmjfKseYghq5T02INeB/qOxz+uMtDwKf25ElxyE33Ut9h0x4N9oRhn6Yr7OFYowOoSTrvrKCGR1fYdswiY2lwSPlJJpOJfDemMmN9H5q6vOw4rtIecothMoT3riapWN3pcxaVGhRl2uQGeyuMu/sjpo7XoxCKjYE0MoT2jXbeE2JyzJNvvPEGN910E+9///sBNzDkl7/8Jdu3b0865pZbbknk8PrsZz/Lj370I7Zv354kjOzevZtHHnmEbdu2JWl/xpJhTXUXXnghGzdu5Je//CVLly7lW9/6Fo8++ih//dd/nTjmn//5n7njjju4/fbbWbNmDbW1tTz//POJHCPDxTAMvvWtbxGNTu7glpOmc+lCjUUlUQ41BHl2l1tszdAEDR0q1U1j47Rq2YK4JWjusnjjSJBwfHoNmO+aHeW6VXDDBQ7vXqgxr9jAGGYhj53HTUxr8HPOJaQHvRYrKqbo0nwcyQpqpHldAW1OfojFJZEhVQMWQCjqMDPfTTj37gWub9ObRxTiZ/0OtW19k5llBTWuWRrhsoVhLl2okR1InRIKkqERNTXeOpbGX94RPYLI6FhU6mHZDDei8Wz/vUUlITKDEzcujtW812umGc02HC699FL+8pe/UFlZCbgCxWuvvZaULuPSSy/lmWeeoba2FiEEL730EpWVlUkRruFwmI9//OM89thjCZPUeDDsdPDXX389119//Tk/VxSF++67j/vuu29EDTpx4kSffR//+McnJVY76FMpz9MI+qAkM0p9h5c/7FQRZ0QS7Kkav8iZmhaT7qiH9y2fPmGTPsNOlAIPei1mZMPSGSqHG/00dggaOwY3Zy0q9aBroysamBc0mVdi0FU1+LGpQlvIpr7DT2GGWz+lscuL3yPoGqIFsSRLkBWIU9PmpyBTJS8dWkN+ijLDVDYEaek+Xb35TIJeNaHBK5UhvucVjoATzQF2nbCJW2NT6FNTYXFxKKnSeS+245ZGaO6c2MitsZj3xCjNNL3CSGdnZ9J+r9eL19s3k+zdd99NR0cHCxcuRNM0bNvmgQceSJpL//3f/52///u/p7S0FF3XUVWV//zP/+TSSy9NHNOrGTrbbDPWpGRtmtEyM8+gJEfgOHCyBQ7UmgjRt7rsRNAesnnhnQArK2zypmnRPq/hsHRGCGa4oXbhuI5lKzR3q+w76U5uHl2hNNdgVr5Ffnr3qL8zzWeyvDTKlipYWWHQHtGoahq8evN0JDddZ04hNHUpvFFpcdUyDxm+OOW5YbIDHjbtHtoAWN2iUJEH1c0qrd02M3JU3j4hAD+d4dNCSEZAQwE6wjYFmTozclLwpkoGJRzTeeuYZ1iVsoeCz6OeM5qxK+rheKPJJFk+pgRlZWVJf3/zm9/sVwj6n//5H37+85/zi1/8giVLlrBr1y7uuOMOSkpKuOWWWwBXGNm6dSvPPPMM5eXlvPLKK9x+++0UFxdz9dVX88wzz/Diiy+yc+fOce+XFEbOwtAUWrsdqpsnP+QtK6hRkKFS3Wzz9nGNdfN1gt7pncsh6LUSfRCcrgujKLCgKE5mYGxWV2cypyCErmtkB4O8fTx1csDomsKa2Rozc8OoChRkGJxsVnl2F6T5/FyzLEaGP861KwXb3hz8ei2dFpatcOHsMDVtfkxLYc1sh6pmjYBHoTwfCtPjBLzub9QR8RD0DC1jqyT1CHgtLltocawpyME6hzmFKkLAvhrLzWCda1DTMvz3LRR1iPSTt2bL4WC/mrnpgoBRCVG9p548eZKMjIzE/v60IgBf/vKXueeee/jYxz4GwLJly6iqquLb3/42t9xyC5FIhK985Sts3Lgx4VeyfPlydu3axXe/+12uvvpqXnzxxT6p7wE+9KEP8e53v5uXX3555B06CymMnIVpC0x78gURgJgpqMg3OXZKobXb4k+7VP5qzciqzE5F3Oghg7gliJmC480GK2eOvTDSy/yiEKU5Or/foQ7q4T8dsG1BbpqZyMkSimlYtsPKCoOsgI3WkxSlN0LL0N1CdL1kBjQWlKhk+i0yeiIVep+tWXmnQx4LzuHuNdz8JJLUQ1FcYX/OGXHvpTkGB+o8rJwZoTvqHZEPSVOXh/JcVxjpiHho7jamtSACbgZWZRRZVHszsGZkZCQJI+ciHA4nQnh70TQtkdXcNE1M0xzwmHvuuYe/+7u/S/p82bJlfP/73x9WhOtQkMLIFCYSd9i8X6EgS6eu1U1D/sI+H6sqBIUZUztaYSh4dIc1czTeOGQhgMgEzG2GaqNrWr9hqdONNL+GV4/hCGgNedlxTEHXFHweQVFm3+fj+lUxNh9Kp6XLQgEumW+T6Zc+HpKxJd1nUprjwaM75KarIxJG6tsVynPdgpub9ihYzvQWRGDi84zccMMNPPDAA8ycOZMlS5awc+dOHnnkET796U8DrlBz2WWX8eUvfxm/3095eTmbN2/mZz/7GY888gjg5lDpz2l15syZzJo1a8R96Q8pjExxYpZICpVtD9nUthkUDi4YTwtm5oTJWOHh8CmDRSXjI42YtkJbxEdXVEPXBB7DSQlhJBp32HzQRzjmEIk7gI2uKUTiClFTSzgS99Id89AesijM0plbKKQgIhkXTrb6eeekQ2EGpPVvQRiUmhaLxgIfu6tULGd6m6Ynix/84Ad8/etf5/bbb6exsZGSkhJuvfVWvvGNbySOefrpp7n33nv567/+a1pbWykvL+eBBx7gtttum/D2SmFkmqEqkJvm0NgVxKMLPFqMgGdqmJVGSlYgzoWzRi6IdEcNYparatRUgc+wMTSbaE9Y9PN7vcRth/eusKlp9fTk05j+mLag5axQmZl5BnlpFp1Rg8oGH7ZQ6OxJyLf5gMp1Kx2C3pHXX5JIBqOxU6MjHCcUN6jIi7LvpI41TM9xyxa8+I4AUuNdBTdpmTKBSc/S09N59NFHefTRR895TFFRUVI14qEwXnlTpDAyzXAE7K4SlOcrLCiK0tztoaZNpeKMrLDnC1FT42ijj73VJpoqCHo1yvNVLMfDkQYTy7QowtUgrJrjI90bYl6hRXc0iO0ITrVPXHXciaK6yeTYqd7BwmFGjoGqukP6NUtMgiNcqUokQ6U91OOjpDnoisOSMp3d45gCYbogxCgdWKe/MndApDAyDQnHHA7UxDnWoLOkTCUv3WTTO14uXWCfF06FQsCRRjfvxax8mw+vjaMq8NaxYI9gkvzizis2mFsQQlHA0ATvmu2GDp9oDrD1cGoJI5bjRjGU5znYjoJHdyhIC7HlFPg8Nr1ZLCWS8SBqajR1WngNFV0xeeZtD7o2vTW3kolBCiPTmJglePu4yeVLVC6a51DXbqS8MOIIOHIqSG66xbzC03lXOiJu/gEgUbOiV6mZ4YfWbm9PBI1Clj9GZ8xDRV6Y6pbRpa+fikTiAtNWKMmK4TNsLGlyl0wAMUvl1UNewMK0HLpiRk90Yoov6YfIRDuwTjekMJICnGjSuGhOiHRvak2q/dEW8lKaE+uTgyDdF6c8P0hLl0N31F2JZafp0AY7jpmJmiyqIijNDdDSbXPJfC+d4dTSjAC0dFm0dIFX13nPIp1M39TxEQnFdFRF4D/DzyluqXRGDBq7dAIeQU7wdKjxYAgB3TGDmlYPigIeXTArL3zOUgGS8cERsPmAj9Ye/yRDVwl4TFaU+6SJpgcpjAyMFEZSgF4b7fngM5J7jiy0qgKLZ5iEYgYClaZOmF/Q3SfZlyOguidfwaY9AKmrQo5Zgpf3K1y7fOR1euKWiu0oScLDSOmIeHhhrxt+XJjlY1lpjKDX4s+7PUTiDgqulm8ogogQ7vV2VxvUt5m4NeZdSrPV8+JdmCo4AvacDNLaffo3iJkOL+73EDOlWk4yNKQwkgKkumPTQDR2+jjWpJGXDuW5YdK9cVrDXry6zuaDXgKT3cBJxrQFyihSvD23x0NOukZ2EBYVh0ascWgLeXj1kIppu2HV4ZiK5aiYtsLSMo2aVo0ZOVCYMXC1ZnCf9z01aRyoiXOmEHL1UgVVFVIQmUBMW+GtY4E+CckKs3RKshV2Hk9dYX+4THQ0zXRDCiMpQLr//KpQG7cUmrt9VDW71ZLnlejMyuvmSGOQA7U20bgDmCjCPu+FEa9x7jofZyIE1LX7aepSKc81yQ7GEQKKszWONJicbIaAJ0BF3vBNPkLAS/sV4tZpIaGxw+KNwxqhmIJpuRNZfRscbwywaIZgRlZkQMHHtE73SVXgonk6eelTxxx1PhCJa7x6yJukEemlOEthQVGI3DQvx5t0VAUO15/f5hoZTTMwUhhJAYqyJrsFE0dLt5cX9wlsx6bXxHK80aSmxUc4dv4NdnOLDJbMiIICcUtDCIiY7r+KAkGP3WdSt2yF6lY/HWEVnyHwewQH69zS77rqcLxR5cYL3Oqpa2aFyA4G2XbUZOthi6auIPMKTbKGUUPondogcavvb9NfZs6WLovXDkJFQZDFJWa/JhtFgUUlMY40uEK4I2DHMZt0n4esQFz6i4wToZhOd0wnLy1KXbuf3VXQHU02w+iawqoKneIs15yalxZDVwX17cZkNFkyjZDCSApgpEitmqHQ0KFzpmoe3FXymSvl84mAl4Q/h78n42rWWcecHU3TFTN460hfW76qwLUrbX7/tsqWw0HWzo7gNRxm54ewnCDvVFscbTA52gDF2UFWzBxcKBECTjb3bzbxe1Q0VSFm9s2Ie6LR5EQjXL3MR15a39T2AY/F4tIg+2vcZyFmCZ7bA2vnBSjOjPXJPisZOZatcKwpwK4TJo5wAA/n8rUqz9eZUxDiQF0QQ/eiq4Kthy3OfmfPR1zNyGgcWMewMVMQKYykAG0ht45DqmLaCuG4QWtIx3Jc00M4Jv0CAEL9+/P2i2UrdMU97Kk26G9ycAQcavACJnWtJs92e1hRrlKQEWdBUYj5hbC3JsihOpP6NpOuiMb7VzKgJkJR4MI5gt1VOo6AmOUwq0Bndn6EgCeeaFddu58TzQqn2k23nJgCuek6Xr1/YUdRYFlpCNMOJqn/jzfCjqM6Vy3VyA6mdpj7RHGgPsC+k0MTJhrabE5mpnGi2aZjBDVpUhkZTTMwUhhJAVI5q2YkrrG/zk9H2KGpw0qJartjyXAsUy8e8NEZgXOtUisKDJaXhmns8NEesonEHbYedtBVjQUzvCyZEWLJjBDZQT/17Rpt3WfXvjEwNJstlT6ipmD5TIjEVTrCsLLCIu8ckVC6JpiZG2ZmrpsjRlV6BZyBJS1FgZUzQ1h2MJFjRtcU1i1U0TUZxTEQvbl4thwO8u6F0UTl5zMRAuo7/Bw7NXShIt2vUpbTDfjZcmhs2poqiJ5tNOenMlIYSQH219jMLRh4hTodiVsK9R0+DtfLFe65mF0wdA1RV9gG5dwZWGMmqKpAPetBshzBvpMmbaEgF1TE2V0FlmMRjTvsPhlk5Uw3AiYS13jlmE5X2BUaa9sM3jVreBE42jB9sR2hcKLptHDV2G6xusIm6JXCSH84AqKmzqsHvfiAGdmC1pCXqmaDqCmYW2hTmBHFEfDsHj+d4eFpN3qtbTlBEzi/HOslo0M+LSlAJO5Q1+Gf7GaMKR0RD6c6fWw7Im3NA3GuvCtnMlRb86l2kz/sPJ246myaOiy6oxq2I3oiluBgrUlNm/vsZQdi+IzTgcRdkfFfyx2sDyT1z3IE24+nsKpwlLxyMMAzO1Tae37jynrBC3sFh+vjnGw2iVuu5KgAqyroV2MyEOV57vNWeco3tg1PAXrNNKPZUhkpjKQIWw7aNHWlxgDgOFDTanCsUU151eRoea1y4N/c6VG1DwVH0McX54JZBlctVbh2JcwpMth21BV+z2TncYEQbsXkWQWn98ctQSg+vlEUmX6BoSUP0uNVVTQVuHB2nIp8I1EqwdCUJIGjM6JS0+ZHUaA4M8IFs4f2+ynA8nKDWXlhQnGDQ7VSm9kHMQZbCiPNNCmCI2BXlcpVSya7JaNHVSHdJ9hbLVXtgxEzBQfrg3RFYU6BSU4wTiimE7dVEHD4lIfjDRGKcFe5Wek6Aa+CR3f9K2wbSrJtHAHdUZWiLBPTUjlQp1HXavL2cZP8DJ2ZeQpNnQ6hfhyHQzGHY01BsgIWbx4+/Zt1hm22HTNYOVMh4LXw6g4dEQ8ezU5EAHVFDYRQCHjMIeVDOZuZuWFmZLuFE1vd+ofkZ6T4qD0Kgl6Ld82xWFKi8PY2WFQqOHxK51S7+7vtrTbJCmoUpLtZbGfnh9h30tdHAE1cz6eyqkIh6LHJDrrmunBcw60TLZEMHSmMpBAtXRaVDUHm5ndOdlNGTVFmFPl4Dk5n2GbXCXdib+rUWFbm5/VK+wzTRZz8DB1a4P2rLAK+ofkA7BfBxP+bOi2aBnmkth010XtW2c4ZssCpdovn2sHQDAqzdGpaTFRFo6LAh2VDXZuFZQtuuEAbsdOppsKCosEzt0pcVOW06W7LQZuztf+aqiSy2KoKeA2FyFmKjjSfRsxyWD1LoSQrkvRZW0gKI/0yWlOLNNOc5vHHH2f58uVkZGSQkZHBxRdfzJ///OfE50II7rvvPkpKSvD7/Vx++eXs27cv6RqHDh1i3bp1lJaWcv/99yd9VlFRgaIobN26NWn/HXfcweWXXz7Mrp2f7Dph0tA5vf1HHAHVrdO7D5NBWa5KWU6E9y2H9y6Hi+frvG8FXLbQzUw6nDTpGf7hD3yWLchO05ldaLC41CDgPT28mLagpsX1/3GEW0m5JFskVM+aKrUZE4VlK7x88NyCvt0jTYZiOodPBRPJ6XRV4T2LND68Ns71qyJ8cE2M4szIGee5WXwP1aVWSO9YzHvucaPfUplhCSOlpaU89NBDbN++ne3bt3PllVdy0003JW78d77zHR555BEee+wxtm3bRlFREddccw1dXV2Ja3zuc5/j5ptv5ne/+x2///3v2bJlS9J3+Hw+7r777jHo2vnL9mPuUzvdhJLewex3O3xsPyodV4dDfqbOwmJX6MgMxMkOxinPDQ8rU2ov7WEPlSOMYGrpsjh2ymR/jTlgLpg9VW5GV8sR5KXreLTUmsCmMromuGLRud+v7ojDi/sD/GGnyo5j7nElOQaXLVYwNEFDZxoNnQFq2vzELI3NB4P8f1s9/OpND68csFMuB9BYzHuSwRmWMHLDDTdw3XXXMX/+fObPn88DDzxAWloaW7duRQjBo48+yle/+lU++MEPsnTpUp566inC4TC/+MUvEtdob29n1apVLF++nJKSEjo6OpK+49Zbb2Xr1q386U9/GpsenofEeuy7Ww7avHQgQNya+n7KpqXw6qEArxywiZmpNZiNJ2k+jcsXq1y5KDxmmXizAnGuXqaQn6EzXorhM005y8sd1Kn/iKYUA1VhthxBY4eVWImvqDC4ZG6YiKnSEVEJxwRVTQpvHnF4bo9bNdlJ4VX7WMx7IKNpBmPEQ4Bt2zz99NOEQiEuvvhijh8/TkNDA+vXr08c4/V6ueyyy3j99dcT++6//36uueYaAoEAqqry3ve+N+m6FRUV3Hbbbdx77704jpyURsupdovq1qkdZdPU5eNPu700tEuH1eFy6QKboszomOeYyQ3GuGpJmA9fFOev1lhcMl8nI9A3R0lOms61K+BD7zJdASZTH1Y4aLpfI7+fdO+SiSE3bXC/rJPNAstxHaJ3HLV4+7jJ8UYTyxbndGxNVUY67wGuz8dotxRm2MLI3r17SUtLw+v1ctttt7Fx40YWL15MQ0MDAIWFhUnHFxYWJj4DuO6662hqaqKuro6NGzeiaX0HuK997WscP36c//7v/x5u8yT9cKDWwbIVwnGdt46l0TiFQoBDMZ3N+8+/QW0syE3XyeynkNxY4jowOszMDbN2jkNBpp4k+MwpVMgMxDE0QV5ajKsWh/k/a+NcMl/nonk684oN/B4VBTc0eM0cnRk57j6AxaVKyiXrm06smjX4AqC12yIS1zhU3xNhmsJakHMx2nlPMjjDDldYsGABu3btor29nV//+tfccsstbN68OfG5ctbIIoTos8/r9ZKfn3/O78jPz+dLX/oS3/jGN/joRz863CaiCBtFnL826N6+9/4bjthU1nuZWxii6pSguUPjmqV9q7mONZat0BH1JL5HU0SfybMjbGDb1riYA86+D6mGKhRse/C+WZad9O9IyfSFec98iFsqpzp91LQqZPuj/V63JNO1l5dmwfIZYNoqHt11dizPdo+xHQVdE30K+Q2HuKViaM6Qn+WxuhfTnd7+H21Qh/R+PL8bwB43s92kMcSxYSzmvdE6oaa6EDhsYcTj8TB37lwA1qxZw7Zt2/i///f/JpxOGxoaKC4uThzf2NjYR2ocCnfddRcbNmxgw4YNwz63wDpIwAwM+7xUo9A67dHddNTdCgDicLYGcTIpGufrn3kfUopWOMv/e0DefPPwmDdh76kxv+SEMB73YjoSqds17u/fVCYcDg/puDGZ92RxmgEZdSIHIQSxWIxZs2ZRVFTEpk2bWLVqFQDxeJzNmzfz8MMPD/u6aWlpfP3rX+e+++7jhhtuGNa5jfpCfEbWsL8zVVCETaG1j1P6EsRZtUjWztWJWQoH62yuXGwO6Mg2FNrDHnZX6zR3Ji9vDV3BtsWAjm1XLoXsQJxD9UHeGWJV0OEw0H2YzqgKrKwwKM8LDck/w7Js3nzzMGvXzkPXp8Z9aO72khuM0dTtoyB9ZD4jzd0+Nu93zXvzSwyWlQ6ea2Qq3ovJoPc+LFi+hM0Hzt/7oKaNLOJlJPOerNo7MMMSRr7yla9w7bXXUlZWRldXF08//TQvv/wyzz77LIqicMcdd/Dggw8yb9485s2bx4MPPkggEOATn/jEiBr32c9+lu9///v88pe/ZO3atUM+TyhaSk0+I+Xs++A1VPw+qMiIUtse4OVDWr9Ji4bKgbogu6tMQPQpwBbvlXEGeH9UVUHXbWbkOuytGb/fK1WeB1WBC+fqFKTHCXqjwPD6pOvalJmA8zMsDp/KoK5NINCZkT38Z7Aw06Q4N0hdq8mhege/N4Py3OiQBOypdC8mk61HDMT57LQzhHFhoue985VhCSOnTp3i5ptvpr6+nszMTJYvX86zzz7LNddcA8A///M/E4lEuP3222lra2Pt2rU8//zzpKenj6hxhmHwrW99S/6oY0TMdDjeZOAzPFw8N8bmgx7eOiK4bJGH7ODwHSGPN47O6bSyQefiuTEy/XEyA348uoLXUOgIO3RFzm+bfn8sm2kwKy81Mo1qKgQ8bghpa7fCe5cbpPuGpx1TFFg3L8T240GON5rsOmGyv0Zn9WwvRRlRmkNeals15hfHyRpnR9/phmW7AkjMdIY0IZ/PjOm8l+KmltGgiBSqKtXZ2UlmZibf/9VufMGsyW7OpKEImyJzDw3G8nNqBJaXG2QHbTbvd/AaCh9YHRu2Q+srh9xV6Wi4dKFGaXYkUa7cEZAd1GgLjV4YGcp9mC6snm0wtyA0Iqdjy7LZsuUg69YtnFLaAMeB59/x0x6yKc42ePeCoZmdzqY15GHnCZ2oKZKEWE2F8nwDIWDlzAge3cG2p+a9mGj2nvTRemxHSrwbo0Gzu/jsDUvp6OggIyNjXL6jd14q+9E3Uf0jj2R0IlFO3vov49rWyUQW/zhPqWpyWFQcpTArwKl2ixcPBLh4bozAEH1IbMfNtjla3qi0WTgjSHvIFWpm5hlUN8vsq2dTljP2uUQmG1WFC2c7vLAX6ttMqlsDVOQOzaHwTLICcVbPhr0njYQw4tEV3rMQQnHBG5UWxxt1fIZKdk/JncOngsQdHct2Kw5HTfeZftfsoZl5pjNNXT4OnDQpBBbMMDhYJ8PqJZOPFEbOUzrCNq8fCbKwxCES12jqsHjloId1860hqcu7oh5i5uiVarYD+85wXi3IFFQ3j/qyKcXF83V8RmqaGXLTYqyoCLLrhMmBGkG6z3VsHQ6qAln+OIUZBhl+A0cozMqLkxWIk+1AWV6QmhaTqOnQ0GZThJuOXih9J+EdJ3xcPDeEloIZYYWAmjY/2446CWtBpj9lFONTHxlNMyBSGDmPOdls0tatccEseOUAtIdsXnhH5ZqlBmmDCCRuivmRr6i8ukJOuo6ugWlBY4ebUnr7UZmF9UxmF3ooz+2e7GaMK2k+9znqCNv8ZS9cf4FOwDP852B+P5V7NdX1K7FmK+ypCXC4dmCtR02LyR+6fFw8nxFH+UxFQjGdXdVeTvZoHX0eFUyoalJI+VluyqAwoEf/kM5PXVJQ/h8fgr7UvFXdUZtXDpweoGOm4LVKfdAEO3F75C/GolIPq2dr2I5gTqHN2jlRrr/AZvVsg1kFxoivm4qU5qS2yQBgRlaEd8116+A4AqpbvGP+HbomWFEWIj9j8PVXJO6w5aAgbo394G87bh9frQxysD445tfvRQio7/Cxvy7Is3v8/HGnmhBE4HT9qlMd0iQqmRqk5gw7DoSi7subk6bj1VNbQm0P2TR0DFzxtzAjis8Y+PHJCGgsKPGwdKbB3CJXyFCAE40Wr1daNHZYvLzP4Xc7NLYf9/XY7EPnrINyvjEjxxhx2PV0QlFgdn6YGbnuMxIxx+f9ao94aR6in1PMEtS0ue+A7biahdFwstXP60eCPLfHz2/e8lLbYnKg1h51Vk3bgYP1QbYdD9IW9tAe8bCvNsjze/1s3u+wp8qkPWSndCG7aYMYg20YVFRUoChKn+1zn/scAPfddx8LFy4kGAySnZ3N1VdfzZtvvtnnOm+88QZXXnklwWCQrKwsLr/8ciKRsR+XpJlmmLR2Wxi6Qk6aTmt36poUgt6BV+SGJphdqLG/pn9TTV66zlVLwgmny3217ipQQL91aOpaTepaobU7yJJSk+tWxKlt81PZoHDqPC2g19Rp0R7xnHdhqYfr4pTnesgZQbj5uWju9vHaoeGl1H7riEVVc4DOsEN+hsYl80b2HNoOVNYrNHUmayFipkN1a4DyETjtAoTjOpsPGHSE3ev6DYOWbtcZWDIFmWCfkW3btiWVi3jnnXe45ppr+PCHPwzA/Pnzeeyxx5g9ezaRSITvf//7rF+/niNHjiTKtbzxxhu8733v49577+UHP/gBHo+H3bt3o45DmW0pjIwA0xIUZqnMLjTYfjQ1X/ymLoOMQSbBpTNC1LW5oZlnk5dxugDa2U6qA1HTYmLaBo7QURWFzrBNmk9j2UwFVXHfxqOnXAEl1Rd7cUvQ2GGcN8JIeo8yzhHw/B5Yt8BPWc7YrMBeOwTRuDNsq3uvIGw5w9fUCQHVrQH2nRR0RvoXZN48bCFEgIq84QkkQsDrlR46wu515xUblOfFCfoM6tuG3VRJCnJ2/beHHnqIOXPmcNlllwH0yd/1yCOP8JOf/IQ9e/Zw1VVXAXDnnXfyxS9+kXvuuSdx3Lx588alvdJMM0Kqmix2Hk9NQQRg21GT1w8HexxV+0dV4aK5NnOKDBTF9aspzTVYM8dg6YzTg2tHxDNkNXGaT6M9ZHOq3aK+zcTvUQl4FYSAspwIM7IiXDIvwrsXaaiKe3z2EMqgT1dC8dQ2CZ5JabaVlGdkT7Wbi2Q0mLbCzqo0LGt0omuvmXY4HKwP8kalRecACfwcATtPOETN4Qk7oufcXspybXTVYd/J4fXTY6gjyu0iGQFCGf2Gm7fkzC0WGzz6LB6P8/Of/5xPf/rTfQr49X7+xBNPkJmZyYoVKwC3vs6bb75JQUEBl1xyCYWFhVx22WW89tprY3tfepDCyAgJxxzsFA/Pr242+dMuD28dS6O5u3+nwqxAnAtnhfjAGovrV0a5dH6IuQUhdO30oPhOzdCdUrPTVJbN1Ej3u4NzJO5g2XCwTrCvNsjvd/r47XaD1w66dvA0n0pumpKyA6plp7r+5zS5aTHWLyehUeuK2OyrC47Yr6Kpy8vOqgCH6uJYo3Sa6AjbAwrmZ2I7sPtkWk+phMGJmQ7HmoaXDEtV4OJ5ZiIE+cV3HP6wU6M7OjyH5+tWRMnPTF1hfirRW7V3NBtAWVkZmZmZie3b3/72oN/929/+lvb2dj71qU8l7f/DH/5AWloaPp+P73//+2zatIm8vDwAjh07Bri+JX//93/Ps88+ywUXXMBVV13F4cNjX2hSPoWSAYmaDsdOxTl2CioKgswpsMkKxDC05MHdq59bMgvHhi61VTWZVDWd/jsSdxI+Jv2ZgxraU1c7BZCXfv4II+AKt7MLgxxtcH/XfSdN8tN9FGUOLczWdqA15ONUp8aJRofu6Ng9H21hD4UZA7dDCHjpQIDmzuGZ1sye6DQhoDPqIXMIprl0n8mFcwJsPeyaakayONJUyAqqnGof/rmSYTJGPiMnT55MysDq9Q4effaTn/yEa6+9lpKSkqT9V1xxBbt27aK5uZkf//jHfOQjH0loQ5weteStt97K3/7t3wKwatUq/vKXv/Bf//VfQxKChoMURiRD5kSjyYlGMDQPc4sNSrJMvIZDVbMHVYHZ+X2zVzZ3e/HoCnkZOgGPgq65tWfGInvr+UCGP/VDe8+mIs/iaMPpv2vbdIoyBz9PCPjjLl+P8Dv2asvGTo3Cc2Thth2oaglwvJE+FayHSnvYw75ag7pWkw+sUfoI/P1RkRfG73GrFw9H+VOYqUOzK2BVNcp3cTqRkZExrHTwVVVVvPDCC/zmN7/p81kwGGTu3LnMnTuXiy66iHnz5vGTn/yEe++9l+LiYgAWL16cdM6iRYuorq4eXSf6QQojkmFj2oIDNXEO1IAbrOuuPg/XG1yxWCMzcHpVl5cW48rkZxkh4GBDkN0nUlurMVpmFRjkBFKjMN5wyE+PccUSH1sP90ZeDTzLhmI6pzq9HDslCMfGb2I9UGNSkdd/Qb+2sI+3joz8u0+/T+61w3FjSNoRcMPsl5QF2Vs99PfJEW7N5/p2g6iZ4vbmqcIZfh8jPn8EPPnkkxQUFPD+979/8K8QIuGDUlFRQUlJCYcOHUo6prKykmuvvXZEbRkIKYxIxoyo6fCXfQoXzvGTmxY/Z50bRYF0nxwAB0PXlJSrRzNUCjOivG+FyuYDPmpabFaVk+QX1GvOONli8M5Jk95JfDxxBBys93DhrL7f5dFtxjJDZkv30IURgMJMi73DuH5Tp0URUJpj4vP4qG+XIcHjjSLcbTTnDxfHcXjyySe55ZZb0PXT030oFOKBBx7gxhtvpLi4mJaWFjZs2EBNTU0i9FdRFL785S/zzW9+kxUrVrBy5UqeeuopDh48yP/+7/+OvCPnQAojkjElbgm2HLIBjYJML2W5Cj7DoSgzmqR2burUgPPPBDEcjp2Kc0E5561A4tUdLlsY5cX9XsIxt0RBa8hDbZtBS1evv9DETqBNHf0L0T7dZiyH08p6h4o8iMR1TnV6mJ0/cOhvpi8ODD978Z4qnbQArCw36Qirw/Lvkkx9XnjhBaqrq/n0pz+dtF/TNA4ePMhTTz1Fc3Mzubm5XHjhhbz66qssWbIkcdwdd9xBNBrlzjvvpLW1lRUrVrBp0ybmzJkz5m2Vwohk3GjssGjscP+/enaAeYWnTQ4jiW6YW+ThSEMcTR2Zs950w3YgYmpDrqScingNh6uXRtl2LEDUNGjutHBEXwFEVZiQLKOdEZuOsCfJFAn0RJuN3e/UEbJRgK6ozt5qh4b2IItmmGQH+teWWM7IAiOjlqChweREk0JhpkZ5vs6BmvMjr82EMwmF8tavX4/oJxzN5/P160PSH/fcc09SnpHxQob2SiaEHcdMKhtO1+Jo7hyaNBHwqhRnG1yzTCEv3SHNp3H5YpWK/POjhs0bR7y0hT2T3YxJxbJV2sMOjR1WQuBQFMjL0JlXbHDRPJ0rlkyc+mjHib61mzrCYzuUCqAj6qG2TSMSd6huNtlySOtXCBcCatuHFxqs99i8wjGHi+fr6KpCzBKU58ZTNkx+0hmjPCOpitSMSCaM/TU28wrdiaQkR6MjPPBK8qJ5elJmyqjl5/0rIygK5KdDXkaQSNzVIByqNZmRa1CcBa0h0BToCqvQdO7rTweaOiye3wNXLfWSlzZ4cqNUxO+xWTff5kCtQU4apPsdcoMxPPrpFbxbR2ZiNEiNHRYt3V7y0t3fw3YgMg7KBL9ucaLx9ATUHbV561iQOYV2oqLw2dV4h0JRlgGOBTFAQFdUZe1chwN1cOSUB0dIzYhk4pHCiGTCiJoOO04EmZFjs3RGN5F4kBON7iCak6bj0V3HOtsBQ1coyUrO6bDvpEJ+moqnJ6fJ3ILTZp+lMxQ0NY6iwAxTozvm4a3DDuNXF3XiEAK2HFK4bJGHrHOo6VOdTH+ci+aeu+81rSoT6YNU3WokhJGTrQEaOx3S/RpdA2RbHQ6qAl0xA/OspHe9eXhuuEDHdlRe2q8SiQ9dEMkMaHgNqG50HVhNW2A7ELdVGjsswjGNNN/wk6dJhsAkmGmmE9JMI5lQjjSYbN7v0NTlY01FmIvn61yxRGVZmSAvXeF9KwRziwyuXW4nhI5e3rMw1mdfL7omEo6ePsMmLy3C0rLx7s3EEYk7vHFYVjLuD9NSqG2Z2FwZVY0moZhOY5ePvScdyvNVLl90OiPqaCnMMsgNxrhqaf8XPNbk5fm9Sr9FJ8+FoSkEfSpVTcnCy8HaOIfr3dIKF89zuGDWqJouORcTXLV3uiE1I5JJYfMBh4DHy5wihdw0m+f3qMQtm/I8WDOr/9waPmN4q7WSrAjHgXklBpX109/jtSNs0xEZWnbO84mqVj+mPbHCSMwSvLhfx3FcQTHNqxD0WswrDnKwdvQRPp0Rm90ng6woC+H3+PoIHUMtPHkmpi2oa+173nsWaQQ9Fn6PiaEJuqMGYxmmLJEMBakZkUwKQkAo5rCnymTzAZ14TyGzt44aoy6OdjbLZoTIy0gNufvFfQrHmoITEjkyHbBshf01kyNohqKnSxWEYu5QGhgjX+NQ1OFgrUldu58L5yhkBkanFVMUqCjo6/StqwqV9Sp/2gVdUYPuqEFT9/nhHD7hSM3IgKTGCC2Z1pxpZ2/qtOiOecgYw9W/osAVi8IcqAvS3AWZAYWuqOBUuzntQoRjpuCtIyYN7UHWzIqc02zVH01dPpq6PXRH3XGtMDPZ72Y6crgxQDg2+cm6DtXZCBGksn5sfS3ePOLwV2tiFCxV2H4ikPCxGi4XzDKYVxhCIcjxM65hOSKR7OxYo8GcQpNto8gkKxmAScrAOl2YdM3Ihg0bmDVrFj6fj9WrV/Pqq68mPmtoaEgU97n99tsThXskqY2mjv3vrKmwtDTE5YtCrCrv5j0LQnxgjcmK8um5CqxuNnl2jycp7DdialS3BDhYH6SqJUBLt5eoqXG00XXjfeWAw/4ak+pmk5PNJtuPmknVmEdaHXey6Ioa7KueGhNnJO6wu8oclg/H2czMN7h6mcIl83UCXndotmxBzNLQNcG7ZofISx/e+tFrqLxnkZbI8bN2TogVFf0/80caTJ7bPTH5WqYjo52rejOwjmZLZSZVGPmf//kf7rjjDr761a+yc+dO3v3ud3PttdcmivB87Wtf48ILL+TPf/4zJ06c4Je//OVkNlcyQZgjTOA0XAxNsKgkxCXzp6eCMBxzeG43vFYZ5LXKIM/s0Hi90mLXCZM3Ki027RX8drvGrgFqAG09rHKwPsjrh4P8cZefruj0EM5MS2FLpT6i5HlTleomk6ipMjM3zOWLHPweFUdAfYcrMKoKFGQOfXWsawpXLXEoyYok9tW2+dl/cmoIcNMJOVeNP5MqjDzyyCN85jOf4e/+7u9YtGgRjz76KGVlZTz++OMAtLe3s2TJEpYtW8asWbPo6OiYzOZKJgBDUzDGQTMyEDNzw8zImR6TcH/UtJjUtJgj0mx0R212nXC1Jd1Rm+f2qETiUztqxxGw9ViA9lDqhZ++dtDmSGOADH+ca5Za5Ka7GVjjljtUD7U0QJpP490LlSRzZ9xS2XLI7hMuLBmcMZmrpM/IgEyaMBKPx9mxYwfr169P2r9+/Xpef/11wE1D+8UvfhGv18vOnTv55Cc/ORlNlUwQAa/KNcsEQe/Er9zKclP8TR8ili0QUziSIm4pvHEkSG3L5PuJjBc7jlk0dvoIeC3esyCK36OytyZA3FKZnR9D1wb+fd67Aq5fFaEwIzlPj0d3mFM0dA9bmYnVRc5VE8Ok6aebm5uxbZvCwsKk/YWFhTQ0NACwZs0aamtraW5upqioaDKaKZlA5hVpZPijgx84DpTlhKnLC1I9jEyWqUi6X8NvTM3Q4aYuH28eUeiOpvZvJAS8uM/hyiU+CjKiXLM0jGkp7D4ZpDTXIj9D61NhNyOg8e4FFhFTI2uAd6g8z+JEk4LVc7qqnE4V5/eoBLwqLV0WigKXL1HZdlQZs0Ru0xU5V00Mk24sV87SOwohkvbpuj7sH1cRNoo4f1+g3r5Pp3uwdp5OaXYn1hgqRSzLTvp3ICJxjZauOIpIPSfp4TwPhqpg21PruRECDjUEE7k1RrNgn07vxqE6lZxAT3uBxcVdvFbpo6072uceFGao+PUofh3O9fMJASebwasJAjpgwkXzBBFTxWc42I5g+9EYinDLKQSNGEHDR/cgZRumNcN4DkY7VymMzgk11RVVkyaM5OXloWlaQrLspbGxsY8EOlwKrIMEzMCorpEKFFr7JrsJQ6ZqP1SN07XffPPwkI7L6NlSlSE9D22wZcv4t2UkjOV6czq8G84p2HIqeZ+X/u9DdzVsqR7addPP+P+xfXuTPis44//b33QnwFRe54fD4UGPGbO5Sob2DsikCSMej4fVq1ezadMm/uqv/iqxf9OmTdx0002junajvhCfkTXKFk5fFGFTaO3jlL4EoUxtZ0SA1bOTC+KNFZZl8+abh1m7dh66PrT7YNoKpqWhaw6NnT6qmhUa2qe3WWA4z8N7Fqvkp02Oqaw/Gjr9bDk4divz6fZuAKxfDuk+13QWt1TeqfVz/FTyM6kAly1WyD1HMUVHwIG609lhr1se4+0dh5izdBlxy2B/rSB0Vj0aXVOwepxdi3MMVs2M4vfYCAFbjwb7zeY63VDTugY9ZjznKslpJtVMc9ddd3HzzTezZs0aLr74Yp544gmqq6u57bbbRnVdoWjTZqAZT6bLfdB1DRsD7zASeA33+kMVRnQd/F4BKFT4YlQUwFvHgjS024Rj09uEM5Tn4Z0anSsXj12NldFQ1RJg21F7XJ7h6fJuAOytNXj3fBtFcZ/PJaUWrSFPUjSRAHZUaVy3on87Z9xSOVDngKKRm67j7xFuBDpvHeuxHZx1P0yHhG2grs3hVIeHC+fqpHls8jI0atsc0nwaq2dDTjBGa8hDZb3GqXZz+uQqGeIzMCZzlSyUNyCTKox89KMfpaWlhfvvv5/6+nqWLl3Kn/70J8rLyyezWZIJZttRi8sWexJl0acaq8rDGLMFcUuluduLaSvETIV9NTYxc3oLKGfT0mWxqzrIBeWhIYeRjgdNXV7eqJT5MADqWk2ONgWYW+BqD4Nei/cus3itMkjtGdqJ7ojNgfogQY8gNy2O6ahk9YT2dsUMemezGTmnf9iijAiFWemcaj99r3PSdBQFvIbCrHw3rLiy3qEjbGPZkJcew++xaen2snJmnDSf24bizCjFmWA70Njl5+gplbrWgQWToE+lKEujvm1qC/tjMldJYWRAJt2B9fbbb+f222+f7GZIJpF1CzQK0iODHzhJGJo7Cnj05ARSFXkqO074+1RBne4crjdR1TRWlnVPmkBysL7Hw1ICwPajFkGvj+JMV2BXFPokfHME7E4kuHNVW+l+PwtKFKqaAFyBY2+VSW7ATaTWGfVQlqtwqv30dWKmg9dwBYm6VlCwSe+pjbPvpEPMDGLocMncEGo/GjRNheLMCMWZrkbmVKeXXVWCULSvsBGKOtS3wexCncP11pQW7uVcNb5MAWWs5Hwm3a9RnDl1BZGB8OgOa+eEWFlhkB3U0FMoMcOh2jhVrZPjBF7X7k/pPCIj5ZUDDu/UBBP1lMKxwZfKXRGb7UctmjpPaz4Ep5OnvXPSIOBxyE47vS4NxRxau5OP7+yJqInEHfZWm7x9zOT3O328VhmkodN3zoR7Ht2hLCfC+qVx0nzJJhFDdxuxolwlGnejU6aCeXC8kOngB2bSNSOS85uuiE0krhOYhERnY4GqwMLiEAuL3Un0lQOpEwb5TrWgPGfoWT/HiiOnVE5nv5D0IgS8c9KkMxKkPM8hM6Di9yg0dgz/3Tl6yh36G9pNTOGlMzy8a8wqMDjeaFLT4lDTAjPzg1wy99xFF72Gw7r5NkcaDU40miwvNyjIMLFslZo2laMNcQSugLKgRGd/TQoKo9JMMyBSGJFMOruqvayZ5QyrAu1UJD89iqoY08d5bxC6ozYtIS9554jQGC9KsqGudUK/clpR3WzS0q1y5eIYQa9FKKazv85LOAY5aeAIhZoWe8BkZdXNZiJkt7lz+MJM/KxLVzeZrCjTB8yenB2MM68Q2rp1dh43SfNpROMOlnM6yZ5pCWIW5KbrWLagI5VynEhhZECkMCKZdKqbTRzh59L507ucvaEJ/F61X9v4dOVQvU7evIkVRnLTUnBVPMaEog6b9urMLfKSm+5Qku2QHTAJeFxhYEGRxjs1PjojYkSak8E424xWmKWjqX2fEyFIVJbODsTRVUHccmfV7mj/gsbRBvfaaT4NVYGZeQYnW8yEeUqSmkhhRDIlqGkxqW3zMyN7evqPgJvFNZUEEYBT7RZCTKypxrJVILXu43gQNR3eOXnmfVLJCvrJTlPx6uDRYVmZQ03Qw6G6OGV5BjNzHWrbVNq7gXaYW2SgaBqVda4AUJRlUJgJTV0MK4+I36Owu9pH1ISV5SaZPVE8laeC7DzuXqc8P8jFc0NctdThTzv1QQv29QorJ1tMctJ1VAUaO6wRFYScCozW70P6jEgkE8SeaijOmr4Fug6f8pFqESBZQW3CfUby0qJkBvyppaKfINpDdlL+kf01AK5g0NbtUNdqo6oOFbkq3e1wpMFEKA6GprBugUJnFI7UO3QOsx7NicbTz31zp0J+ZpCgF+raTl+nqskkOxhkQVGI965Qeb3SSHKUPRe2Ax5dQQEKM3Ua2qenf5nMwDowKey7LJludIRt6jv8k92MEXGwPpiSTneNHRbtkaFXeh0LFAVWz07xZeAk0B21sR3XL6M9lHx/s9I0qpo13j5mDlsQORvTFtS1mhyuN/toCnedMHntcJCaVg+LZghm5hlDumZti0ljh4Vpu4KJJPWQwohkSrGnimnnAHq8OcCuE6kniPRyomloE8ZYUpAelZPOONLclaxdaOqwON448DOsKDC70DPk3+Xi+f0r3mtbTHadMNlyyB5Wley4JegI2dPWTJNwYB3NlsJIM41kStERtqluDVCRO/a1asaDqKmx83hqmxMy/JMzCqqqwmAjcF6GPqJoEMnw8Bkq+ZkaRVkOy0otTnV56QgrpPsElfUiyTQEbhbXspwwlekBWrrG7vc5O9HbdEL6jAyM1IxIphw7j9lEzalfNyRqarx2yJuIDkhFyvMNZo1DEcOhEPAMPjytmOkwt2hizUjnI1cttVk3L8TMnDB+j01FbpgVZSEKM+LEzL7Pf3aagqrAohmp+25IxhYpjEimHDFL0NQ19SeY2jZfH3V3qrG8LDZpKeEHy8a5otwgLy3KjOzU1kxNNLnpOkvLjESG1JUVBum+/s0pu6u9ROJ9I5+CbrZ50nx2SmUmHhXSTDMg0kwjmZLsr1XIS9Pwe6bwRJPiY2x2UCPojQ9+4Djh95z7Bs/MM5hXGEZRIMNvItdVY8MFswzmFbpFEstyPRw9ZVCW03+emVBM5+Q50vbHe2T0TF+cG1ervFPrT4QPjwclOcawQpEnhdGmdE9xYUS+wZIpSVu3xbN7dKpaAlPWYU1J8dGhLG/yhodQTKemn4kuM6CxssLg4rkh9J4Chq0hY9qGg08l5pcYzC86Xa050x/ngorQObOqBr0W710OZf1ExGQH3d9GUdz6NEWZ45s3RpczWR/uu+8+FEVJ2oqKihKfd3d38/nPf57S0lL8fj+LFi3i8ccfT7rG0aNH+au/+ivy8/PJyMjgIx/5CKdOnRqX9sqfUDJliZmCNyotXtwfoLHr3MW4JovOSGrPgJn+yUk81hHx8Nqhvmn1L56v877lERYWh5JMR3Xt6rSLwJpKZKfpzCs2WF46fN+grECcdfNCXDxfJ93v+nmpChRmJGtTctNi4xodVddmJb5/qJTmGswpnEDftEkw0yxZsoT6+vrEtnfv3sRnd955J88++yw///nPOXDgAHfeeSdf+MIX+N3vfgdAKBRi/fr1KIrCiy++yJYtW4jH49xwww04ztiPDdJMI5nyNHVavPgOVBQEedfs0JRZBZ+dqyHViFkTe6Nbur3sOalxqt3i7EJ5mgql2eE+/iuOgOOnprh6foqzstxxU7VrI3+ey3PDzMhSOFgfwO8Fn5Fs3vPqDvNLDN6pHh+zn2WLAWvxnImqwAWzdaqbBfWtE2gGnoTaNLquJ2lDzuSNN97glltu4fLLLwfgs5/9LD/60Y/Yvn07N910E1u2bOHEiRPs3LmTjIwMAJ588klycnJ48cUXufrqq0fak36RmhHJtOFEo8nLByanrP3ZdEWN6ZsJcoicaGLC6oHUtft5cZ/oEUT6YjtgO32Hq47w1Hd0nspkBTWyA/ExKVKpa4KlpSHm5PdfY8rvmRrCuyPgVIdCR2hi/dF6Q3tHswF0dnYmbbHYuWtHHT58mJKSEmbNmsXHPvYxjh07lvjs0ksv5ZlnnqG2thYhBC+99BKVlZW8973vBSAWi6EoCl6vN3GOz+dDVVVee+21Mb8/UhiRTCsaOyzi1uQ/tl3R1FcqNnZYHG0Mjut3OAIO1AV55YA9qODT0OHrs6+6VQojo+HCOfaEVcuuyA1x4VwDnzH57+/JZpPYNA3JLysrIzMzM7F9+9vf7ve4tWvX8rOf/YznnnuOH//4xzQ0NHDJJZfQ0tICwL//+7+zePFiSktL8Xg8vO9972PDhg1ceumlAFx00UUEg0HuvvtuwuEwoVCIL3/5yziOQ319/Zj3a/KfColkmMSsyc1BYloKu6smtQkTRmW9M67+GG1hL7urhmZmCXiTV7KOgBONqa2dGksUBfLSdd411+Ca5e6+DN/ERUtpKszJD3HtijiFWaMX5mcVGGQFp34+orHm5MmTdHR0JLZ777233+OuvfZaPvShD7Fs2TKuvvpq/vjHPwLw1FNPAa4wsnXrVp555hl27NjB9773PW6//XZeeOEFAPLz8/nVr37F73//e9LS0sjMzKSjo4MLLrgATRv7+576yztJymFPcsGoI40BOsLnh59Cd9SmpjXAzHHKiJvtj5EV9PfJ4Hk2swoM8tKS1f8t3f3nuJAk4zUU1s5VKcqMoBBHUcCyJi9k3ms4rK6weHb36Eo/1LRavGehwtFGI6lQ35RljHxGMjIyEj4cwyEYDLJs2TIOHz5MJBLhK1/5Chs3buT9738/AMuXL2fXrl1897vfTfiDrF+/nqNHj9Lc3Iyu62RlZVFUVMSsWbNG0ZH+kZoRybTDo03eQNoZNahqPr8mwO3HbMKx8Vm3qCrMLhh8GFpY0neyqW2Ta6mBUBVYXm5w/ao4JVkRVIVJS2B3Nhn+OMtmGujayBtkWoKX9jlk+Blywb3zmVgsxoEDByguLsY0TUzTRFWT3z1N0/qNlMnLyyMrK4sXX3yRxsZGbrzxxjFvn3ybJdMKTQW/MbHCSDim0xzyEI4pHGt06DzPStvHLUF7xCBwjnwTo8VrDL5c7IpqZJ5R0FkIqGk5v4TC4eLzqCw6Kwx6KrGoJERW0Mfm/SNXFzgC9gzRzDfZTHRtmi996UvccMMNzJw5k8bGRv71X/+Vzs5ObrnlFjIyMrjsssv48pe/jN/vp7y8nM2bN/Ozn/2MRx55JHGNJ598kkWLFpGfn88bb7zBP/7jP3LnnXeyYMGCkXfkHEhhRDKtyPBrEzK4CgENnT5qWjWONpjA+e2bYNrjd9OHcu3aNpXS7NN/d8UMuqPnl1A4XGbk6FNWEOklPy1GRUFgephZxoIJ9Jmtqanh4x//OM3NzeTn53PRRRexdetWysvLAXj66ae59957+eu//mtaW1spLy/ngQce4Lbbbktc49ChQ9x77720trZSUVHBV7/6Ve68885xae+IzDSPP/44y5cvT9iuLr74Yv785z8nPhdCcN9991FSUoLf7+fyyy9n3759Sdc4dOgQ69ato7S0lPvvvz/ps507d3L99ddTUFCAz+ejoqKCj370ozQ3N4+kuZIUIiMw/pbFmKXyyqEgm/c7PYKIpD089ve9O2awqzrIzuOD3+OmDicRRRW3VCrrZRTNYETiUz9aRNcEa2eHWDhj6ppZxmK+mwyefvpp6urqiMfj1NbW8utf/5rFixcnPi8qKuLJJ5+ktraWSCTCwYMHueuuu1DOkGAfeughGhoaiMfjVFZW9vl8LBnRCFNaWspDDz3E9u3b2b59O1deeSU33XRT4gf4zne+wyOPPMJjjz3Gtm3bKCoq4pprrqGrqytxjc997nPcfPPN/O53v+P3v/89W7ZsAaCxsZGrr76avLw8nnvuOQ4cOMB//dd/UVxcTDg8PcrKS8aPDP/gx4wGIWBLpY/6NimEnElD29hqIY41BfnD2woHa80h5TLpjtr8bofOlsNBfrdD54gUEgelM+LQPg3ysCgKrCgLEfROTRfGsZjvAFkobxBGZKa54YYbkv5+4IEHePzxx9m6dSuLFy/m0Ucf5atf/Sof/OAHATeUqLCwkF/84hfceuutALS3t7Nq1SqWL19OSUkJHR0dALz++ut0dnbyn//5n+i627xZs2Zx5ZVXjriTktTBP85ja9xSaew4v00y/dEWsonEx65w4UhyW9iOmx9CMjSyAioZ/shkN2NIKApkBjVCsannBzQW8x1MvM/IdGPUoqht2zz99NOEQiEuvvhijh8/TkNDA+vXr08c4/V6ueyyy3j99dcT++6//36uueYaAoEAqqomsr4VFRVhWRYbN25ETLViJJJJZ7yr+GqqfObORXVr36RjI6Wxc2quglOJ6maT7ujU14z0Mt4LjbFgpPOdZHBGPCLs3buXtLQ0vF4vt912Gxs3bmTx4sU0NDQAUFhYmHR8YWFh4jOA6667jqamJurq6ti4cWMiicpFF13EV77yFT7xiU+Ql5fHtddey7/927+NW6VAyfQh6FUpSI+O63c0dXsHP+g8ZfcJk4bO0QskjoDGjqm3Ak5Fjpyaur4YZ1OWM3Udkkc73wHSTDMII46mWbBgAbt27aK9vZ1f//rX3HLLLWzevDnx+dlOLkKIPvu8Xi/5+fl9rv3AAw9w11138eKLL7J161Z++MMf8uCDD/LKK6+wbNmyQdumCBtFTN0He7zp7Xuq3YPMgIpwbKwhzmO9iZ2GmuCpNeTl9YMWSopp5MbqeRACth0WXLPUGXFRtbil8tZRHx3dcSYj0CNV341zcaTeZk6+StCbbN4a7rsxEXSEJuF3GeL3jcV8J800A6OIMbKFXH311cyZM4e7776bOXPm8Pbbb7Nq1arE5zfddBNZWVmJVLTDIR6Ps2rVKtasWTPg+Z2dnWRmZvKLX/yCQGBqFFSTSCQSydQkHA7ziU98go6OjmFlNR3OfNc7L83/pwfRvCPXLNqxKJXf+8qw2zpdGLM8I0IIYrEYs2bNoqioiE2bNiV+nHg8zubNm3n44YdHdG2Px8OcOXMIhfqvBnk2jfpCfEbWiL4rFVCETaG1j1P6EoSSOrUbFpUZLC4e2jMA7qrvzTcPs3btPHT93PdBCNhTE+RIfWo6R47186CpcNVSSB9mXZMTzUF2HJvce5yq78ZAzMg1uGhO8nsz1HcD3PfDchRURaCNo6vPc3v9dEcmVjOipnUNflA/jOd8d74yImHkK1/5Ctdeey1lZWV0dXXx9NNP8/LLL/Pss8+iKAp33HEHDz74IPPmzWPevHk8+OCDBAIBPvGJTwx67T/84Q88/fTTfOxjH2P+/PkIIfj973/Pn/70J5588skhtU8o2nkz0AxEqt2HSFwbdODsD10/93lxS2HbiYAbpZFC96o/xup5sARUt3lYUTa0iUMIqDzVk09kitzjVHs3BqKm1cGZo+PR+yrBz343hIC2sAdHqDR1adS3CZo6LYQAv0dlVoFGfoZNUUZ0TBOqtYY8dEWZ+OdjCN83ZvPdGNWmSVVGJIycOnWKm2++mfr6ejIzM1m+fDnPPvss11xzDQD//M//TCQS4fbbb6etrY21a9fy/PPPk56ePui1Fy9eTCAQ4J/+6Z84efIkXq+XefPm8Z//+Z/cfPPNI2muJEXwecbey+BIY0CGi46AdN/QRsZIXGPPSR/Hz5cMm1MQBYbk41PVEuBQHbR2W4DTs50mEnfYX+PuWzozjaUzugHXITkcN0jzjuw37gh7eL1SA6aO/8qZjNV8J31GBmZEwshPfvKTAT9XFIX77ruP++67b9jXnj17Nk888cRImiVJcUqyRp7/IxzXCJwVFlzVEpg2dS2mGg3tMCvvdOG1rqhBY6eHuAV+jyBqKtS3CxrbLQTyHk8mF83XUZVkk1p7xI2jPdoYxO9ViZoKu6uGloAO4J3qOJl+P4UZMXac8DO30CJtBIFoQsDOKp3u6NTN7TOe853kNLI2jWRakBHQyEsbWQInIaC+w0d1s6A0R8GjC9rDKodqh+fzIDlNdbNJOBZgRq7CkXq7J1mVFDqmIm8dsQjHgpRku8LGwTqD2uYoBcCuE+aIzVX7auCk30/UFHRGdHLTYqjDVF62dHtpaB8/QcTQFOaX6ByoMXEmW7MgzTQDIoURybRgfrE6Yhu1osCc/BCNHZPvQJlKNHdZNI/M/08ygdgO7K4y2V3Vu8ccE5V/e8imPWT3/F8BglTkhYbl5LrnpMZ4FqE0bUHMhCuXqrywd5Jz20hhZEBkGkTJlEdVoCxn9GmtF8+QgohEMh7ELcG2oyaVDcEhnxOK6RNSeuFIg0ljp8acIgOfIae8qYr8ZSRTnlWzDLwjqGVyNscap0G+aYlkGnO88XR15TM5M5uV7bgVm2vbJi7b8f6TFqtmhllSpqGrCvkZOoY2sWn3eh1YR7OlMtJMI5nyDDdJpBAkmXRaQl5q2nwcrpc+IhLJeNIZsfnzbg+luRo5aYKC9DgH632k+wRzCkI0dPrZflQQiU+sj5FAoCiCeYUh5haA7Sj8dscEL06kmWZApDAimfJ0x4Z3fNTS+PMuHRybXODlfQKhSEFEIpkIInGHw/W9mkwVcN+9/TU+oubkhO++e5Ga8GVp7vaxv1bDsk3Oj0wz0wNpppFMeeYUDG8FZdkqcUtg2im+lJBIphFRc+IdSHujezbvc6hqCSAEHG3UqG+beP8xaaYZGKkZkUxpFCDDN/jA0Rn5/9s78zg9ijr/v6uqu59jJjM5yQFJQORGBQEPwgq4HIsCsrocogEV/cFyLciyKMiKoCD+FFi5VjxQ15V4EUBXQfYnhwpoDLC7ossZDkMiR5I5n+fpo+r3R1X38zwkmRwzk5mM9X69nlcy/XT309VPP1Wf+l4V8djykKmd8HIv+DRTj2f8cMRe8Ep/SKgMlVDz/36/ZYTJ4W+CF9eEvNJr6Chpnnmlg2fHqgCfd9MMiRcjnnFNd4einhpKpIRDVJEMVEY9CXhqpaFvC69v4fF4hub5V0PesJ1dH6cWK9gCDpJ9dwzorgzSVY55oL+DX/xeo80Ypvd6MTIk3k3jGddM7pA8tjyiFodD7lcOM2ZPFqTeNePxjDuWvZQRp5I4lfx++eavXLux7DE35HUzBtFuEcwXXhkHRc88Q+ItI55xzfJXU5QSvGWHoQNQn32lyqPPeteMxzMeGWxo7v59CWOgvz46v1MpYN70kN22TeiuDFBPFH9aXeaJF8dHvyDcazjHT2S8GPGMa/bbUTGre/0rhBoDA42QlWsm+k/V49m6GU33aSWSHLCrYVqHdQUZA79+ssTLPeNDiADeTbMBvBjxjFukgGmdMdEQBc+WLOvkmT/H+IBVj+cvl3fspplSbVpPV/RUeHkLVHf1jBxejHjGLbtsGyHF+svAGwNKTvDpgsfj2SAPPqGY3NHB7CmGV/skT60cf3WFhpue61N7PZ4xYvmqjB2mKyqs27wrBOyz/QA7zYz42X+1l5z2eDx/OfTWMnprGc+/MtZXMgTeTTMkPpvGM2558w6GrsrQM5z+esgflodeiHhGlGALr1vi8fyl4y0jnnFLJRy6JkCaCe79YzBq0fmev1wO3E0QKsN9f5RuHRWPZwTwk6b14sWIZ9xSTyTdlXW/t2Yw4pHnAvrrPkjNM/Lc+wdNpgG8EPGMDD5mZGi8m8YzbnnmpfVXaXz6pZA/rxlaiOTrUkzvCpjS4ZfE8mw8mdcgHs8WxYsRz7glyUCvY1BIM8GsyXqDfv0959mqrTvOhI6yf9Q9Hs8YYkbgNYHxPbRn3PLiqoQHn+7glf5KUcr5hdVVemplOksZ5XDox/e/n7OxJL95MuVPr/q4Eo/HM3aM9aq9V1xxBUIIzjnnnHW+f+qppyKE4Jprrim2rVq1irPOOotddtmFarXKvHnzOPvss+np6RnexawDHzPiGde88ErClI6QUlBGKUk5gGmdtvbI23cu8dCTyi+M5/F4xj9jmNq7ZMkSbrrpJt74xjeu8/3bbruN3/zmN8yZM6dt+4svvsiLL77IF7/4RXbffXeee+45TjvtNF588UV++MMfbv4FrYPNtowsX76cD37wg0ybNo1qtcpee+3F0qVLi/eNMVxyySXMmTOHSqXCQQcdxGOPPdZ2jscff5wFCxaw3Xbbcemll7a998gjj3DkkUeyzTbbUC6X2X777Tn++ON55ZXxnEjuGQ3++7mE+/4oWLFa0FWuF2m80zoavHP3mL/eUzJ/xtAL6Xk8Hs/mMhLj3VjR39/PBz7wAb761a8yZcqUtd5fvnw5Z555Jv/+7/9OGLb3o3vuuSc/+tGPOOqoo9hxxx155zvfyec+9zl+/OMfk6YjmzywWZaR1atXs2DBAg4++GB+9rOfsc022/D0008zefLkYp8vfOELXHXVVXzzm99k55135rOf/SyHHnoojz/+OJMmTQLgjDPOYOHChey3336cdtpp/PVf/zULFizgpZde4pBDDuGoo47irrvuYvLkySxbtow77riDwcHBEWm4Z+uiv56x5OmMJQR0lCXbTlUIIXj2zwkGQ5JumhvmtnOuR6QZ77nu7FG64pbP+sCloBTHfPuiYtvtZ37ZVm0zBpIUsgyMwTRijvnOpzZ8vhxtOOaWT4/WpXs844Yfvfs83vcfX9rinzvc8S5npLJpent727aXSiVKpdJ6jzvjjDN497vfzSGHHMJnP/vZtve01ixcuJDzzz+fPfbYY6Ouo6enh66uLoJgZB0rm3W2K6+8krlz53LzzTcX27bffvvi/8YYrrnmGi666CLe+973AvCtb32LmTNn8t3vfpdTTz0VgDVr1rD33nvzxje+kTlz5hR+qAceeIDe3l6+9rWvFQ3eYYcdeOc737lZjVwXP3r3ecX/N/SAr+9HsDk/jvxzR+p8f4kM1DVPvLjudIcfXv5vpB0BIjPobSI+ftyOANx06w/JyoKoz6Big9hrBl1P9nH76ddgBusc881PDPmZt33ws2A0CAlRiAhDTKUEgQLpDIxphkhSG3WbaUgSzNRuzHazMeWAW65dRNCfgBKw3VRkkiEaGcIYRJJBI0aUS9x+2tWQppg0QyiJcakdQkkIAkRnpxUuaQqNBrd94FJMkvK33790iBZ4PFsnrX116/9beW2/ua6+dFP6/FaGO969//3vdzsyIm6auXPntm3+9Kc/zSWXXLLOQxYtWsTDDz/MkiVL1vn+lVdeSRAEnH32xk3KXn31VS677LJiDB9JNkuM3HHHHRx++OEce+yx3HfffWy77bacfvrpfOxjHwNg2bJlrFy5ksMOO6w4plQqceCBB/LAAw8UDbn00ks59NBDqdVqHHnkkRx++OEAzJo1izRNWbx4MX/3d3+HWN+SrevhP066DOobv//6HvCN2WcocbExx23q+TbmHGEl5NTvHs/tx17E0T/8/HqPGWlBtK7rGa64aj2nCAJkdxeiUgEhyKZ3k3VGpB0BjW5FUhWke1VBgEwMTLMi4et33U7SZZ+h/m0FMhWEfYako5ug1kVpTcqtn/oGKIEOFbqsSCuKoJYR9DYQqYa5MwEwpRBSjdCarCMCA8IY0AakQK0awERlTDnASIEJJFk5QIf285OukKCWITAknSGBksh6AloglIJGYgWOkghs9VmhpLWiKAVhYC0pgBACoxRogwh9+Nemsvi4f7aizt3P9952xRhfkWdzWVffM1S/vin93HDHu0KMjBAvvPACXV1dbZ+1vv3+4R/+gZ///OeUy+W13l+6dCn/8i//wsMPP7xRY2xvby/vfve72X333fn0p0feGrtZPdgzzzzDjTfeyMc//nEuvPBCfvvb33L22WdTKpU46aSTWLlyJQAzZ85sO27mzJk899xzxd/vete7ePnll+nt7WXGjBnF9re97W1ceOGFnHjiiZx22mm85S1v4Z3vfCcnnXTSWucc7+QP/MYInlY29GPZ2PNt6Ae5OeceasaxMdeyPhE0JEKgZm4DUmLKEfF2k0krisFtAhrdgrQKRoKKQSYAgij36AlQdUN9usBIux+dgqQTZCIYmB1h9owIBgzhAAhtQAAogqkhUV9G0GfdQCaQIMEIgciMdbMYAdJgQomZMckKEwEmlIjUWLEiJGnViqOsJJGpQaQGnRnQgQ3eEgLdVQGti3OLOAUhMFJiQoXQGjKDSFL7omJdPOmmBfHedv5XIEk55pozhtxvU8TxeGXx+y4CpRBhQFiJ+OgNh/PjD33OvikEIgox8aZnW93+0f/Le752vv3/aVdbS5njmKtPL/5/27k3YKIQUW9YUdnS8bfu5xmfjNR4N1KWka6urjYxsj6WLl3KSy+9xD777FNsy7KM+++/n+uuu44rr7ySl156iXnz5rW9f95553HNNdfw7LPPFtv7+vr4m7/5Gzo7O1m8ePFasSUjgTBm01f1iKKIfffdlwceeKDYdvbZZ7NkyRIefPBBHnjgARYsWMCLL77I7Nmzi30+9rGP8cILL3DnnXdu1Oe8+uqr/OIXv+Chhx7itttuY9WqVdx///284Q1vWOf+vb29dHd3c833H+auD/3fYvt7fvC5tv1uP/aiDW5b1z759nWdc2NY3zk3l/xaXktYCfjI19/HN075EUltK69QKkAoheychJjUgemskHaVqc0q05hkO3UTQn2KIHAL/MoEwn5DGAnO/ZsduPKhZ6kFBu2ktxE0Q7cNTnhA1APBoBUSOhDIxBD2G4IYVEMTrontQCKFPT4zzYHFGPu3Eq7TsZYSE0p0INGhIKlKtAKjQGgIa4YsEEgNIjPI2Fi/cqoR2lpcZD3FSNH2OUIbRCNDDjasS0hKuz3NMIFCZNoKFCFIZk8m6Aj56Ed35iv/9jTZYGqtPY3U7qcNrFoDcYJJYnS9sUlfz0g+z+vijhMvsf+RznLk7oNJ07a/8215DriIQsiyposrsp1nVC1x8r8cxjfPvouk5tY9EhKMRkjFkd9ouut+8tErm+8HKl8mGhGGEARWJAYKAvswmVBhlLSCWQkrWJ3VTOiW5yOPFQL7b4vHURhtLXGNxIoXsO3I44q0abvGzUWYjJnpY/w52AMjxndBwDs++Jni/yaO7fcOGG2ahYjcY/Ce76/7eVxf3yuzPv7P0W8q4iDWxXDHu+9///t0d3fzppMvR0VrWyg2liyu81/funDIa22lr6+vXQwBH/7wh9l111254IILmD17NitWrGh7//DDD2fhwoV8+MMfZpdddgHsuHr44YdTKpX46U9/SrVa3ew2DMVmiZH58+dz6KGH8rWvfa3YduONN/LZz36W5cuX88wzz7Djjjvy8MMPs/feexf7vOc972Hy5Ml861vf2uQLjeOYvffem3333Xe9x+di5Lvf/e6o3TCPx+PxTAwGBwc58cQThxzghzveXXvttWMiRtbFQQcdxF577dVWS6SV7bffnnPOOaeoRdLX18ehhx7K4OAgixcvpqOjo9h3xowZKDVyQnaz3DQLFixoixIGeOKJJ5g/fz5gg01nzZrF3XffXXw5cRxz3333ceWVV27WhUZRxI477sjAwMAG930p2JVyOHmzPmcisL5Zz0hbZjaWoaxJtx97kZ3VCGlnPFJY/2UQYpIY2dmJ6KhiKiVMpNBRgKkEJNWARrfESGsJKfVkNLoVKrWWj7hTUBKCc961A1cseZZaaNChIek09phYYJRBaFANQTAoqM3SBIMCNIgMOp+3bh+hDTKDoG6QqSEYzFD9MTpUxYwMIdCRQiYZJpDFrDiLJGlVoQOQGSQVe26ZWeuIESDdv0ZC1KfJSvakqq7JKvZcKtaomp0FynqKrKeINENojejPTUJ2Vp5O68Qoici0taJMrfCxU3biX//9aRrCIBPXhoEEkWSIWoxIM0gS9JoeTJramfi6yt+uh3V9t3e8/5/Xu//Rt2xcsG1hGcHFzihlLRUtCCEwut1NZeLExtG0Wq6kIuqIOPnqQ/nWBfeSti6Ap5S1QORzs9ztlbtVtIbAZnChlLWMSFlYRnQUIozBhAodSGScWktJqDBKIBJtn5XMWIuUFIUVBxdbVFjBpHUBisRdg9GIRGMihYgz6wIMZNPCIgR2o8ZEIWiNbKSFu7C4J4FENDKQgqAS8KF/2otvfe53JA1tXYP1BmawJdjOaNvO/P5pFzTd+n5+z7Jsre/0J39/FaJasfcpDGwclZLoamTvSWYg1eiK/QyhjW1fKK0VKbckZa4dBoKeGqIe2wDvJMH0u/FAv+a7zL/H/PsX0j4nbrtQkiO/dgGys48NMWLj3RjWGdlcli5dym9+8xsAXv/617e9t2zZsrZA3uGyWWLk3HPPZf/99+fyyy/nuOOO47e//S033XQTN910E0BR5e3yyy9np512YqedduLyyy+nWq1y4oknbvD8P/nJT1i0aBEnnHACO++8M8YYfvzjH/PTn/60LaJ5ffzsH78CseKYb1xQbLv1PRe07fPe2zdPFI0ktx7zyQ0Gzd16zCeBzQuuM0JhhCrOAWJMTLJ5EO26fkuZCK3fPg/A1MZ2GGmKiEpkiUEMxBgtMKaEMRqdpZhahqrZwFAjBQ1tiJ4ZZHDbMnGHRNY1WbcdtGJtaKSGeJJG1AUmNGSdGbImkZn920zVRC9LMg2qAWoQGhgkIF2Qqgih49WEJNGkQkKirRtGSetOijO0ag5+WgmyUGAybUNLlCB6ObMum8Bet9CGLBTI1BCtzhjsUNZMb4AATGow0tj41QCiVTHaWBFle2iFjMqIWgP6a5iOCqY/QUd2IAQI+6w7Ikk0aaIxShArgSoHKANK2lgUoSVmyjTMypchE5hMYJK4+WUJUQgBoZQd/LQBnfHDI/8JaI8tGcpF+KNjLtyo3+BRt1zW8vxiB+ooag+4CwNMrNsHJAOkNt5GKAVRCEmKcAsrJo2MtKGduBGYWgORZ0UZg8lyoWBPJoTA1Bs2mykUECegJCYCtIB6HV2O7D1J3HUYjUkMRgmysiIYTJtuQW1FhBHYuKJ6YmOC4gzhnhWkdNlWYIIAuaZm26qskDGBQDv3k0w1WdXFrGgr2oQBkWRWIIWSoD9Gd1jRFLmFmxqlEmkSI1IDQQk6AitMM12kmheLPOXb89+ofRIgs23+0TEX2kG/XEKUIkSpBInBlKT9/SaQRQpiXbgbjZKIvgQdSnQkUanBiKaQEJkh6QhQdU3QH5MJhVQhGInIBERu33LJusj6BpoizNisNlF290XKZvabMdz291+GYMOxQsMd7woBZFz82GYynGNz7r333iHfb40TAWtJ2QznyWaxWWJkv/32Y/HixXzyk5/k0ksvZYcdduCaa67hAx/4QLHPP/3TP1Gr1Tj99NNZvXo1b33rW/n5z39e1BgZit13351qtcp5553HCy+8QKlUYqedduJrX/saCxcu3ODxZsYUSAMWf/KrdtY3WEd2dqD7m1aVW99zwZgIkraOlfWLjdve/xlQCtnZAVJw28mXg5DrTUG99b0XAvaHEU6q8LGb3s1PPvJ5knpqf4xJUvjPx4rFx17M3/7gsuLv206+HFEpW194jhQIJ5gK33xgBww7SCeoRGICiaqnZJUQHUl0IIgnR4T9Nt6if5YiimwnqgNIOg2qIUi6NaacgTJoA1FPgKqDSAVGQThgLRRZCYwU6BBkbAgHobw6Iy0rpAtMNYEdTGRqO1atBMKAlgIdCrKSfd8ogdAQ9WXowMaUiAxyeRbU7b9xlyKoGXQk0IFAu9iS/PxoSLojVD1zcSUSkWqMllApQRgg4gRqMUKV0KXAzrpLTpT0pzQq9v+6JNAlVVyPDJW1kiQZYtYM6O2HwVoztThPa25FSIQCY3RzJroJbOxvMP9t3PreC60ISRIot2QQZFkRI5IPlEIITF67xRhEmlrhkZuVdfv1iihq/qGkHZDzNmmN0do+j4BJkmKAE0mK0RpTLllLhjEYJwRFZq0hwkBQy8jKATLTzVgjibWYAFk1RMaZ+87cdgOmHCAyjYwzTNV9hgZTst+FrKdFFpiINbqkMKG1yslaas9nDDLRpJ2RPY+U6LK7D8bYfSohspZgZMk9B9YyJpSERmzvYRRhkqQpJHIriVJFHIeoVmyMjJJQitCdZSuKWwJ37X2xf6t6ig7tbznoy8iqkRVG2N9N0hmgatbCl98jAomoJfZ7L0WYUmSDuRsJVMrFuY3LQjNCYMIAAhvLk3aVMEIgM41sDMIzQz9/wx3vXlsXxLNuNitmZLySx4y846jPQhIQDGbIJEP11hGDdcxADb2mx3asLWwpUfJaIdJK0zKgER3V5ixUiqITLIIn88CtPEBPZ20dcVQJ+ehX3sXXTv0piZsJFh2z2w+jR6Xdi993EYQhsqPavGalrFk1H9RaUmELsqw52CmJCAIIw0KIYIzNVsgDGF1nDqCrEfUZZXRgO2EjBFkkYIrkk4e/jkuWLKOmDPFkjcgEsgFRn6C02ga1GmUHfpyrRDixkEUQDFqxENQMpV4rmkRqULE1nYvMYCJJVlJoJWzgonJCxn2lMrWCQgeuMzbGChIXuJpbd4zCnkNSmNdVbF1D+YxaxgYZa1RDo2p2YLADnzV5y0aCiYLCfF+b00FZCM746M5cf9PjNIwNzjVB87OCuj1nUM8IehqIAfd7adgAStOIhxazUthn0VlJCnKrRPF3bnlY+zwb8ywuft9FRU0XEeVBpC3nzP+fpjbANX9WnDghDAirER/98iF87Zz/Rxobe46web/ayJoWgjZ3Dzi3TQB5wGqgMOWwCF5F2mdCaPvdGRfkqkNrRZPO4qFDWVjIADvYGorfhkialhKRmWamlbYDem79whiySggucBbsMTLW7pkUhWlSJppIwWn/sAdfufr3xKlxVghduIZEZuxELknd71VDmlkBUtwXjck0wtXdoRQVYi+/HyZU6JJ1z+TIRuruixXYQmuMlFZkOPeWLgVkZefiSluGKAGqnlk3VGbQ5QA1GCPqCSJOCgGCEBAodDWy98VYl09aVjSmBC2na/DQLRcNKw5jQ+Tj0l4f/NywY0Ye/c7oXutYMiGLE9SmSmQcYAKBqtlsBlUJkYFCRSF69RpM3DQ/bykryXtvu2K9gsQkaZExYOLEdrZKWNOxMS4ewP3IlCj+L0RmzcJKgTAIo9sH+bxTk4EVALlvPMvWeR2bw+ITLrF+6q5JyBnT7ca8g4eiMxeqRUAlDcDW07Ciy82sAtVmDQFcZ401EyuJUQpTsb5xkWpEIyPsT4m7g2LAl6kBN3Erv2wQGKorrdsEQTFI6FCQRaBDKzyUeyyMaMaLCA0qMai6RraYmPMaIyZzaboVa6ExuaAw+fH2JRPIygKDsHEjsS6ED8JAJpAYMumsFU6E5PEnMjHNewHoSBUDTNYRkJUkIisX7ZdxRtiboKfbWXzaoTCDGUmHtNUcjRVCiRKEBnRiyDoigjiFUtR89pSCLEKkKabeWLfZVimEArTCpFYk5eJXBK9JA3TZK61s1G9QSvu7yEWHkHYGDpiM5jmjsMieQbvfhIsZaf4epPW/5RVww6CZteRiRATOpK91Uzzng6iU7tm1QlmkGdRBd5TRpQCZWGtGs82QdEVWMGsr/sg0QZ+rYwPoSuiuoXmYCaT9ioW1tgltmqJBNgd4I52VIVJFDEoWOeGmjRUwgEitiFXSWR9KCu3+TygRJWVFdqoRQRk50LDuLYBQ2N9nHqsSJzC12z7vYLOClHDp7y6jKBchTgygsQIqyZANa6UhM8h6w/YN5RK6M0CHsnndwrbPOCtTVlJkZfvsB4OJFWUl12ckaVOIlANrDUq0PaYk0SX724onCbKyQJott1bsSFVgnahMSDGSdAtMKsiigM4/udFFY1MfG411Bua1xpSMpjApTM7rEiXaTpdF0BJ4B64zdIKjVfm7H3q+p9Ha+slzS0opohi5nPiwqYYBAucKgqbp2p7EiQXrS/3bHzUDE287+XI7A4rCZicNyBnT3LEtQWNOgJi88xfO7CAlIjBWVKRu1mUyW8gsCpuzxJbvKG9CMUNVzj3SsCZblEDWM0IpSKvKWkUElNe4tE5jg1yFtlYNI7G1QhSohjU5mACyCpjE7itjg4qhc3mCinVh1kViYwQwyNiawU0oyUq2880iUXwmQFCznWlu/RBufJKpNZ3bWa/EtIxAKjE2/Rhc7ZSmcBIpJF0KmUhU3c56s5JNHbbWHTuDDuoaGVjRWqrb+5BUBPVqgGo4gZRB1Jvae1YS6DBANSQ66iRcVUP21eygnD+LWkMYIZIYEydrCVrhvhuhSug4KcSBSRMrSFpFsm4OArmgWHzsxU0rWG7BywOacxeLNhC65z9NMVogymV790pla46XsjmjzyvhGoMIgqYFUkog/zJEc1v++0pMYc3IhZXQBpT7O3W1XQKFiUIbOKqsaFSDibVEKDuBsG4CSTBgr0kYQBs7o3eWiNzCkVtIhLNCGdW890IKaylxlhGjQNZturkuhZiwpW8Aot6keI6EoU0cmcBZMKQd4Y0TOyrW9roNyIbrO8MAo4x1iySpDSZ3rhcTBU58N4VH8be0YkpoK9ala5NspM7lapCNxIoaISAK0c4VI+PMujhDRVaywkM6V6guSeu+TKxbSpeUs7CYwmIijEGkmnB1jbSrXFgbjRTIzKBigQ4NaTM5ZPQxFJOHzT5+AjMhxYhM7ExJB7bjLr2SWb/q5E7EqjUbDMjZovEkssWU3WpWdgO1EcIGguWzoEwXIiSfARQxFW7wF26mI6oVhEztMbnAaXX1tAWmNTMJpJSFT/72s661g2UpgjkzChMwUHQoQHNGojUi00Vn5xpkBwmt7YzUmZgL91PeicmmJQTlAuny45XEVEtFpy3rCboauroOAh1KZKwJtUGUFUmnJHVZKUJjO6CGdZXoUJCFkHZaV4pMIeqx9zqoGaJ+TaknQ9WyplVHGkTsMiKcRSSdVLKmZIE1Hzc0qu6EhzOr6yhXFfZ9I5om+bRDtZnodWCFh9AULhuhXc2T1KBqGhMIyARZJEmqkqBuZ49CYgdDbcgiG0Mgy5JgUJN02ntW6tMkJedGMnbQj7sDO+N015CVJToSGFklqISoVQMt8RMKKiXEgMveSVzbsqxNnALIKLSBu1mGyJ+zPJYA5w7LRUbLDD8X3TIImoF/QeBquygbw5Ik1hJTLjefnWq5TUzocujiKwzISuHCNK4SLlHkzCnueQsD+ztxvyvTUW5ms7jrsi5RG5NkSmHz9yetIBapLn5LQghMxcWhuJoxJpBNq4Gg2F+kGWJQI+KWOBghELWGFTlS2EDMOLHXmKa23gbYeyAlalCiu6pkgXSiW6MGGs32ODcIxj0v7rel+hNU5p79fo0aiItMIl0tYcoRIssK641RysZmJNZ6RpYgnSg1rh/LJpVcnJQhKwc2gDrVdtLQV8eEgZ0UxYkVN9WyvT7lXEXueoQSaClQjQwdOUuPEEX7ANJKgFG0DNQhMtZIZ61EQmNySFqR6MD2BWlZkJXs7yqvTeQZeyakGMlRsSEtS+SkEGFAxXVE1yRkL5g4bk9Tew2jbSnJLSSL33fR2r5qrZu1uJxbpc0a0iokpGz6SR2mwwXahQEkZq2BwnaiLYJGqUJEIAWmbNdcyX3fuQBonWWRakxZNjvaSmiD6Yyx/UIeF9LqYxeiOWPMLfetUfVpVhSNAmxHHKi2TlzEdlZlQmdONs6lkthjdRg4NwzWUoDzf2todMsirTZ0FougZlyBMaiubNhjE207wFCS5WmHmYFA2tRdJckiVZiSkdZMnZvCg9jeR2stoRAvtvPTZJHE5BmTysUR5Mc7YSATCLQuzNNGWatPMJiB8zCALaQmU2PFVmIYmJnPeMFIiapLJrlKtLUpCtmbEZclSZUijkBkoGJB0DCoQY10wZO6pDDTOlF9jSL4Dw2io4xIuxGNGDFQs+Igt5TkAiIKi6JkwqWHGjeQAsW/uTghdAO3sWJEBIEVrvn7rYJFVu2A6J7fQvjmrqH8+SmFTvzp4n0Ttr7X4nIwxloA8t9RqtstI0oVQtpogykF9nfhYh7EYMOKcJU/p4nNcMpREqLQBbC6mIs8jitNMTWbUivCwGbsBIGLz3Bu1yDAZBmLnvhHAI6f+1kbF+NcuiIMkYBopM3fLiDqiXM5YS2PUYCIbWo4gHppjXV1aG0nIHmhNaWsyFBN15Z1i9prFomGWsPeW5fJIhsuqLSl0mwgBKJ/0Fa41blQk4W4NMb2OyIMbMG+vE8IbBBwkDaXXZAu00ZmzkISWrcoArKSdcFql5lWYCBxk458soOgSKXXLXOm0ca7aYZmQooRrezDlqdMIrAzWFkhTOziY9QbiEYD7TqBPKhzLYQc1RTc3A1SBOe1mMRNvuCa6xREGNoOI1TNDlRrKwZyQdLqRy6FaFSzM85nfkramU0uBFzHQCkqZmGFEAmkGwxzkzNF7r9MXZpfft+rkfOfa1dbwc2o8iDA/LPzWIS8doFy7Y2alhITSDtg5J1qZhCNpFkToxw5s7ndV5dDO3hKK0SCQU3gOh+ZOg+Rq0EiE0NpTUZ1pSZ3GeeuIFVLi1LsajCxM0Vh/eC6FJB2hIXv2jbado4YW+bdunTyc2WIVNqsGxfUmnSqwgpRuLC0dcvoQFjLSOpmrwbUYGrbpQQyaQoXez776nmdIssn4RFkJWfhygxBfzOgMStBfRtJUHPtFYC2AaxGCdKyQGQ2DVVoChElppea/89ANTJ7jWkZOamKeqUHKhUnnt3MvxQWz5zJXYxAEV+RW4SyzJrpo7AprMPACor8+c+Fch6f0UibokbLosqpKUftwt5Y51duFbBmfxdIWgmt+6glENQETlzn7qfMFEHSJlQ2RdUFiMokK4Rx/lsiSRE1l12jTXGNi57+J1o5fs5nmn+4TBQR2pguk6RQb2CktJlmzoq56I/ntp3jey/YlZ2Pm32JdUNJV1fGWSgFYCqlplUrdy29WrcWqQ77wJhaHdNIQUjo7SssLQCs6bX3MIqartn8PPk9UgozWLPnrJSt9aseW0trvQFGW4tJlhWuPZH3U3m2YJJAkthrzoONhY2XM2lKMG0yuhKiI2shy1oygUQGjSmKtGQz33QorGXPiQ2kFdtZyf5mREZhRREa1CasYTZsvJtmSCakGIm7wGhBSRvqJQEown5BmBmy7gpBI3GmX4kUshnQ2VI++rXkYqMoM53P/NezX87GipO//dHnuPWYTzYLO+W0ihKctaRcanbc6yCf0ZlSgA6xnWc9LTpWWU8x1ZLtbHVTKNgCTappcgbn47aDgA6km6kLTAgmk81BKm2pPVAKrM83bJpuRZZZE29mfd5GukFENEWKkdIG1EVBs4x2w6Wbam2zRCI7280Xi2tbNRc3yKbWvy6TfFC2loRw0GahiIxi/Rlh7P+FCzjMAzttYGzSjFtIJCLJkHXZLPudu4+cYAr7Euu/dqJN5n5tu5gNKFP40zEU12cUTjDYgFKMRAp7TSaUNjZGCbKSIq3Y2V9SESSTBGkF4m5DVjGYSENgEIPOXB4YkknY1F+gNkMgXjHEXQJVN6iGvV9ZJFCJtRAlHdacnZvmdADhoEGmTQtTVhKE/RnKPZPZNt0uMFHa9MuGzWJbK1sC93/n09d5MDYgBhtNwZq6L8zFKJBmmLobNZwlLw+uNakVJkJKRCycS1JZQRM0hRjgvt9mtgiBxOAK1CXW4oSzwok4tdcg8++7WRdGximyr94USVrbwN6WOJlFz6y/ZPv3Xvx029/Hz/lMsXaOkAGLnNDYGL6/4hLAihLT24uIIr733IXF+yfsdrXLTHMWvsLd6+5DtYIgsdatJMMMDLhaKiGis8Om9SYJxHFzMuQWcsxdRkUxsb5+iBMWPfvJ4rOp1UG74PxKuemacyLUDAxCpVzEyRWpxC5OToQh1GNkmiGdO1pGAboakjl3rA5aMtCEm4wG9l/tRLowoAND2mEQaTN2K0sm+Ai/FTEhxUjSYTAYsrKg/CrEk8AIiYolIlPWZ+kGYREEVpnn5uVavagoWATRtZBXdrSzQLctnyUMIU42RpS07rP4uH9uf1PbGZjRNihPlCIb2Z7PQqXtVG00e+ss1Ha6uhoWM/E82h+c2NbO7ZHHgAjhTKPWapKVW0y1uI5cClI3y5SZgRJ2tuwi4LNqYMUOkNcIyYPZZGwFhnY+bABdDl3mg2kKkUSDW/UWAWogtgODEyu6HBSZJiLVrk6DsnUUWgYi1TCUBlMXxOcsSTIPKM0XsrOzYy3yQctQZC5lGpIY0XBxDvn+lailyqa0cSuphkYz2wasONSRJK0oZ4nKHyY3wKcUBY3yjAmw+iXpCmxacChISxKVmML3LROgCkHN1jfJjESXE0yn+2wjELEsLDVxt8EYQdjnXDOuIw5rzuzteoNSj7MYiWZRNq1ASIFqGKLe1N5Hbd0e+fdJXaN6ai1mfTcjV9L+XpylLY8XkEnabq1zMUd61Rq7LcusJnIzbqS793Fia5sEQTOoNbCDGLgYE2dhKb4vmccbOHEcp4j+RrPAlxvoCjeh1kXMh0gyZL+Nk7DxEq7OSR4c24jbrKpDCZF18VpxsjnkouS1LPrjuZyw4xecGLBB4jZY1E1YGg37nFTKzdotrQKkUincbEiBqdURQcAt/3PWBq8pt+acsP0V9jvSadPCG4ZQLmNqNZf2b1P7RbUM1YrrA5w1LEntbxbruhXGVqdV2CB2HZQwnZJM2T4oqNvnVSr7kXF3M2hdpLbIoS4ZUBR1XrYE3k0zNBNSjOgpKYkMUIMS1ZCkFVuASgch5dUSVSsjc2WvpA2kcu4KUS7BwGDThZHXWmgRJiZJ2ywYoq1kshvk8wHVWS821WLyt9+/FGgXJbn1RmQu3z8IrL/YGOtvDRRGqiJ2ASkx0gZNop3JOhCkpQCZmSIeQTVsYGReWAsg6XT7iKZrAOyMI4ukPcalsBoXoyHzgdWZt0VqLQE6ErZwkcEFe4aoRkZaVTbKPrFWCh26ADs3SMtYO5GRImsJuqNEVlKu6mkzxbV5baJIrdWBICoyE9x1SOGOMy71VRcuEuNiImRi/f66FBRr6RXZJLlgdbVdRM36xk05Kiw2eYGxvJy3cfE5JlSouiKtNC0nQNHW3MIU1ExhfbI1FbSz1oBUhrjTZTpkblE/bDCeagiyuiA2Ibojg8AeZJRh0jIJ28HkJ0C+nGEUBAOasD+1tUqyll5O4qw9ziXhAoMBfvjj49vu9wlv/aq9F4M1OyC3ZteUSs007ZbaOCLL2kqM53UrTCNus9KJILBWNWd1aHULiCiy54sTkK5+TRI3LYotVUMXPXl+2zWnacavf/2/3PzzDxI40X783M9aKwDOchC4YOvBemEFFUK4OhoSZGRjPDbSEjLWtLqJTtjlKmvddcvOi3IZGi2l7/Mqs6XIti/LMFqv5SbapM/PLSWv+7x129RqhSgRnR3NmLbUunasWAmK2DUSFwcTKnC/5fz7NYEk7M9sLFZJUp8s0dqgK6IQ/cGgc5Mqgw4hmaQh0gilkZuxWvNm4900QzIhxcjkqf0MRBmDvWUGpgiCl0OCAUFaFehAEa0Jmm4IgFDZDiez6lvkBbu0sRX+jLGdqFsV1K4OqotVQos1MFz6ochngtoUVhPR4jM3WbbRFpNClBx7sd2QZ8MYXXSEJndVuNlfHnCqS4osUrbwkXDHZoYgtnEIGEAJGlND5wu3flZbC4GiAJhM7ewY7CCoYk0W2dm4kTYzJT8+Dw6DFhNpBuDqAtQNQd0QT5JthZiyknBuFFNEwysXEIuUpFOq1uzuLBo6lCCtMMrjMWxtEFuQLBzQyDww1DQzXIIB7QqNSft9u7okRtiofXsA1jdddTNjt8YLxiD7G1a0IotAEzFYx/T2IxoNhJC2Iw9DTCm0z0aSImogSgHBqsymQ+ZFsMqhvYY8Q8BqENueQGIi6VxIhig1THq6z2bxVFSxEnCjS5KVBIGC6gqBDkOiXkNlVUoWCSo6hQUwfckq0pd6MZ1VFj14ylrP2gk7/d+1Bu+hWPSbjxX/P272JcX/hRAQx82+M4+Fyl0EuejIY5nCsGm+dxhXMVUo99t0/6LdYOYysb73zPoLCW4sQik78OLieFxauyiXbb2V3MKTZ7K0WELGswhZF4se/zgAC/e4ym5IU7cGjPtuSvmP1okvKVn0u1NH5rPdvTphxy+4+BhnkW6N1xOyKLIn6g0oRTbbxq3FY0q26jAaCE3TeBlJGwvWp23sk6FwN9ZmOotwCMn0FFlOicopUZhSbmzJoBHPUExIMSKkQSmNDDVGC7KK9VlnFai8BGlniNA2QJFUW5dNmjWtGmHLbXGBeEXti8zub9LUpt+CdZ/ks6fWeA9FewVKYwM+i+wCY2zgav72a+JQWoVKkd6YmzlzMpsaaMrKzaZF0/eONUOmHUFRX8O4JcyTzqa1IwtF24COsNVH86XuVcPOMoQzDqUlhUoMccWOnLlwScu2Xoe1NNAMFDPWpaCVjWwX2oqGoGaFjkyh8krq6mNkiESTTApJK+UizkW4KpF5G3RoY0JkYiDJZz3CWTpsvY8sD1ZsKa0ed6lCYOkgaClelge8ibaaCACkAlx9B91ZcimZ1qomYvsMoY2dbeZiNUlg0A1oUYgJFLLfzrRFnz3WlCJkzyB6UhVdCdBlVZSZtzElmuqf+6xrILN1LUylRNhfI4xCFv3qw+v9DZyw4xfsfStFhN1VYCduvqtpDVgXmyJEXstr3QSt4oQsW68bIef47S6z/xE21V0EQTGjHg0+/MarbXVipZqTD7C/36BpYTFOmOAspFub+FgfN//XP/DrX/8v33jwVIJA2fgOQJRL3PLI6aP62SaOm8I0Tuzfzg0nnYUKaWP6yDSid8Bl1wRQiayAdwH1uEUIpXALX2Y2PR8gqQriyYKsbEg7NKaiUR0JkzrqZG7GFKmRK/64MUx0V8twmJBiJJCaLHM+0Zqi/Koi6oGwz1D9c0rYl7iyy87XHOumZQPazMUAeTYFImj6w13gWo7MdJGfb+K4CBQzRa0M7YIYKQSHgGZJaWjGSlQroDW3n/KFZlBopVlGuCgBnwfzJS7FrxRhSiHKBfvJgcTG4KXapqhqKzriSRKZ2cDFLGoO1EVzM4rsE7SdYeQryeYl08N+d4xzzxjpMkHq9ri0TLNeRihIqzZyPeo1lHo0MjFEfYkti92wMRppd4m0rNCTQrJyM8gMAabsPse5TGRsSDpk8b7OxVSHvd60Kqi64wenS/SAs5ZgBU1akuBc5HnQKtiYDCuiFMGAy/oIDDIQiDgPWLQHiSi0HWRHpTnDy2tu5MW73PNjq2IqSKVLvbSBwtYdqJslsrUheKEHM1Cz33GSNlMStbGDopDFDHd9tJrmc9fElmRD4uO1fO9P1vJ33OxLMGm6ycdvDCfs/EXCjoiPXvPXiK5JiFKLewKaWV9JagNm3Yx9ogiQoRiOG2ZT+d4LnyrEqhD5QoZuReQ8icAtRCjKZaiUC+uvaKRWeDjXp44C0o7A1caxIr4+1a7mnVYE9ekGGWP73kyQ9UbUgowoSglURpasOwlgVMizmoZz/ARmQoqRzqhBXZZIEgUDJUQKqm6orNKUX6kXD0X+QFNuWTFWSdRgvNYXLxJXcVFDUVypqGLYDMTM6xqs9djkoiRQ7emKWWaDsvKOMDcH52mMrcuau7U/7IJVLeohy+ziXXn2gUt9k/0163oQAlmKiloRwYC1rKQdQeGuSCbZ9FAjbWaFqVmrhw7sjzqo23gSFUM0oAn77Qq1tphYRtwV0uiSRTn26ivWXIoTQ0YJop7MlsnOCxKZZnEj4gzVHxP02LamnREiM8STI+Jum7onjBMdyl6XCXIrBs1UPkERb1F8d8ZabXSgkIkpZie5S8p9cfa8jWbdkWItGY0LvG0G6ObirVhnJl8a3rhrkDbeou1ajBOtmiImSSYa2Vuz1S5TGztRLDyXZehGg28/fxnlcMvO4MaK0RAhOYue+EdOertdaRUh7Ky8ZUKxJQfkv3Rav+fj536WvLYSGTYmKF8mAsAFzdo4ksgGv1dC0o6QrCwZ2CYgrdrYKRNAPMnGrOnAkHVosjKYzgyhNKauCMOMapQQSI1s+ADW8cKEFCMnb/sgvxU78esVr2P1TEVWKyNfgvKq2AZABrIYtLQrLd1aRTOdFDbXGFEQ9mXIVBcDaOuiWblbwAZqKpJJqoi5kK5eRFFcShubWuqOkZlGDabINQPNNUdy4dFSGt3Gn7hsmoZuWlvAChRhmq6bNAVX9EcM1hB1G4AmJtlAMaFsLQVZjwl6mzP0sM89Cm4xKdmZl6e2MSJhb1rEV9g6GG79CmdVqPTHhP0lks6AeJJkcLokHDCo1J4jHHBVHUOJUYaw7szfUpB1hGSTrZlCpjYzJl/wSzU0UR9oZUuWp2XRLOPu2pkXNJIuPdUGqELJedFKvaaluibNUtWCYv0XYYDYFVbK42Za9stTU1srsBZpo6IphnIhY58PCBrN0u5C23gZmRhUPSNYU0eufNVWKs3jf1pWll60/NPuUfvLECJbgm/88hTrnvjlKUO6rDxbju+98CkrSKRsuqONAZNh3MKL1opsM6fSqVXSSSFJh011z8o2Pi2tQGOGxiiDqWTIUoZSBiE1UZQRBSmB0uw85WU6ggYzon62j1fy6zFtvSdnQoqRF+IpDKiSdeP/vkLXc5pwUNOY4iqTvmbm3Fr4KqhlbpACkxm7PH3oShG7/dKybKZnYt0dOnCpkZK29wC0sp8nE0OpxxD1ZoR9CaqW2HoFQjRLPbv6FdTqdsAzxqbdgU1VbI1nea3Zzq2qaXRL9kfu+ukfLHZTeZ6/Kwq1qTPC97/xOmuJiaK2lF/kZDv7jyXhoCwsJzJuWhLya066XCxOlgsImn/nnhJp02xVPSXsEdRmlpCJtLVTpK1/kce7YAzhoHEr7GrCnpjQWYhKaxK7vHrQeq2i/W9DM6OohWJFXZlnFuUCRTRFSKu1JhdFGUU8jUqsyFENTbQq5kvf/gjlUKOEIQgMJZVRDrO1CvF6PH8x5BMlo632FrLpvg4CW+W1UiKdXCWeEpFW7HII9em21k5uFQ17revZNASIAANkZUNSzqiXM8qVmN6kTEmmNHTAK8mkLddGn00zJBNSjPz7U2+hf80UJj2tmP1fdZd9IYrluwXNWg+mJUVUaIOsZwRJZhdb0tqmkpWDtoWgVLW5OFRWduuHhDanPZ95A80ZceCqacaGqD+jsmIA+UqPzQrI04XXVf0V7I+ydeG8vAZKkqyzroldSt1+rd/47emjMvu75b/PXO9779/3K5hyhK5G7WvXtF2jXZ4cKFxeReltKNKLIY+jsVahcFVYuNbalksXFEuxl14eRPbWEGlG6NJs//bs41h83k3tZfXBLQAmim3Fiqe50HDnbC3JXgTRSre4nhMredyKaimilK8noxoaVUsJXu3H/GkF86c1haHH46GtUBvA8fMvL1bdJk1tXInL9An7UiDASKj+WTgXrJ0QZCXhsvhaV/mFtGLrFQ10BPxvI+CF6mRKYYocSIGfb5E2tk66Nvf4icyEFCPhkkls97yh839fsmtIKGWtGqJldUkpMIEgqQaF6V1mxi4upXGpvJldb6IhaZ22qj47EFr3jiiqSEIeK6CKsulZaAte2bTWjHBVDbHyVUyaDit7YSjGImAx55ZhpgGuGYx49pWQegxhIKjFhhdXJevUXRtCmAyS/wbgmKv+foP7h0rwpu0V0ztTqlEKGAbjkBVrQj5z/PVtNUO0WyE1F7jGiZR8+QEMqMEEWU8Q9QQxWEevWm3LfXs8niF5rThZF3EqWb6mTJwKnv6zpndwbXfmt775fYwSxJ2CtCpJqxIIqZc6GIwM0jTWPrFnTJiQYuTkv3oX5Y7JwzpHOZK8YZ5idneDQGqeX1Xmd083BxIlYd70kCgQhMoQhRApg5KgpGFSOaWjlLR5MTwbppFKXukzvNK7ZQftbboD3rZjTLXU3jlFQczkasylPzyDh59Zf4GkQAoO2h2kNGgjSFJJnAkyDeXQMGeyXx7U4xkOxsDyNRVe7bc1ZwZj6K8ZBuOMerxus8HJHzpuyHOqrI//w4aFz4jg3TRDMiHFyEhQjzVLntJYk4qkaTO0ZBqWvTRU9T5BqErMnR6w3w4DPh5gI5nZVWfGbvD8qip/7hXUY6gnhr5aRpqt+9dYiSTbdCt0XpcqM3SUBLvNSnjkd+v+nEAJdpkTUC3B5ErK1I7Btb6jTMNAI6K3rljVN/R1p9rwn7/P/zK0Bp0GUvD2nStsO8ULEo9nc3lhVZUHnkjZWgO6fTbN0HgxshkIoLtDMbkqUQqiwC6kO9CANQOGSWVBdxWmTcqYUl17kPMMjZSw/fRBtp/e3GYM1BPFmlrE6gHJmgHorWkaiaGRaNYMCKZ32biTTAukhGdeKa33M7Q2rOp3540DXuoNSDKoJzDYMPTVNYP1PEU7o7UDrESSQImi+mO1LKlGUC1BNTJEyhAqTRQYoiAjUlnrWn4ej2cTaaSSP/cKAilIN8dn6xn3eDGyGRhgzUBGraGZOz2kGhleN2OgqKjsGXmEgEqUUYlqzO5e+/0kFdTTgFqs6Ksr1gzCq71mvQ+4MTDQ0Agh6SzBpAp0VzWBMnnIB2mmSDJBIxUMNqAUwA4z6pTDeBRb6vF4Xksp0Oy3wwC7zg55YmXEn17NqK3HNTNu8UXPhsSLkWHQSA1PrYyZNTlkh+n5EOYZC8LAEAYJk8oJ23TZbTaQF/bbMeCplxTbdAumdhq6yimdpYRAeVHh8WxNTCon7LN9wpvnw0AjZNVAyKoBweoBQ++gHtcCxbtphmZCipFWr0ioBImLNQiVYFJF2aDTAJLU8HJvSjbM57dSgmWvVCkFhikddkD0jB/mTRvkdTN9gSuPZ6IgBHSWEzrLCfOmNbfXE8UfXixTj+1k8bUCxU8Zxy8TUoy8e++EsApSGDpLMf2NkFqimNZRX8uVkmnorUWsHgyoJzZgspZAX03TV8s2Sqgs+3PCsuIvQVelQikUlEJBFAikMEV5i44S7DJrYIizeTwej2dzKIcZb57f7F+1gb56RCA1UZARSEM9UQzEAQMNxarVW3CS4rNphmRCihElobvSNMFPKq/fWqEkTOmImdKxtsneGEgySaolSWZf2lj/ZTnICIOMTAsyLcm0JM0EcSYZiAWDDUEgoRJpymFGJdSUgpRATfAnyuPxeMYJUrSPBZDHnmVM74RuVd9i1+LdNEMzIcXISCEERIEmYv3mEakMoWrPtpixBa7N4/F4PFsRPoB1SHz+h8fj8Xg8njHFW0Y8Ho/H4xllvJtmaCakGOnr60f9BRf9yDLN4OCgvw/+PgD+PrTi74XF3wdLX98WTCbwAaxDMqHESKlkK26+6U0Hje2FeDwej2erYNasWURRNNaXMeJcccUV3Hrrrfzv//4vlUqF/fffnyuvvJJddtml2OfPf/4zF1xwAT//+c9Zs2YN73jHO7j22mvZaaed1jqfMYZ3vetd3HnnnSxevJhjjjlmRK93womRer1Oo+FXYvR4PB7PhomiiHK5POqfs6XdNPfddx9nnHEG++23H2mactFFF3HYYYfxhz/8gY6ODowxHHPMMYRhyO23305XVxdXXXUVhxxySLFPK9dccw1iFNc2mVBiBKwgyS0kHo/H4/GMC7Sxr+EcvwnceeedbX/ffPPNbLPNNixdupR3vOMdPPnkkzz00EP8/ve/Z4899gDghhtuYJtttuGWW27hox/9aHHsf/3Xf3HVVVexZMkSZs+evfltGIK/XGehx+PxeDxbGb29vW2vjfUE9PT0ADB16lSA4rhWq5BSiiiK+NWvflVsGxwc5P3vfz/XXXcds2bNGqlmrIUXIx6Px+PxjDZmBF7A3Llz6e7uLl5XXHHFhj/aGD7+8Y9zwAEHsOeeewKw6667Mn/+fD75yU+yevVq4jjm85//PCtXrmTFihXFseeeey77778/73nPe0bkNqyPCeem8Xg8Ho9nvCEYZsyI+/eFF16gq6ur2L4xYQlnnnkm//3f/91m8QjDkB/96EeccsopTJ06FaUUhxxyCEcccUSxzx133MEvfvELHnnkkc2/8I3EixGPx+PxeLYSurq62sTIhjjrrLO44447uP/++9luu+3a3ttnn3149NFH6enpIY5jZsyYwVvf+lb23XdfAH7xi1/w9NNPM3ny5Lbj3ve+9/FXf/VX3HvvvcNtToEXIx6Px+PxjDZbuBy8MYazzjqLxYsXc++997LDDjusd9/u7m4AnnzySX73u99x2WWXAfCJT3yiLZAV4A1veANXX301Rx111CY2YGjGZczI/fffz1FHHcWcOXMQQnDbbbe1vd/f38+ZZ57JdtttR6VSYbfdduPGG29s26fRaHDWWWcxffp0Ojo6OProo/nTn/7Uts+DDz7IXnvtxfz58/nqV7862s1aJ0O1NUkSLrjgAt7whjfQ0dHBnDlzOOmkk3jxxRfbzjGctr7tbW/j7//+79v2vfHGGxFC8PWvf71t+ymnnML+++8/Qi3fMMuXL+eDH/wg06ZNo1qtstdee7F06dLifWMMl1xyCXPmzKFSqXDQQQfx2GOPtZ3j8ccfZ8GCBWy33XZceumlxfYTTjihzRwJ8LOf/QwhBBdffHHb9ssuu4w5c+aMQgtHhxtuuIEddtiBcrnMPvvswy9/+cvivZUrV3LEEUcwZ84cTj/9dLTeiGWpxyGj+WwAbL/99ggh1np9/vOf3yLtWxdj3VcA67wnQggWLVo0au3eGLaGMSNP7R3Oa1M444wz+M53vsN3v/tdJk2axMqVK1m5ciW1Wq3Y5wc/+AH33nsvzzzzDLfffjuHHnooxxxzDIcddhhga7DsueeebS+AefPmDSluNodxKUYGBgZ405vexHXXXbfO988991zuvPNOvvOd7/DHP/6Rc889l7POOovbb7+92Oecc85h8eLFLFq0iF/96lf09/dz5JFHkmXNBe0+8pGPcPHFF3PLLbdw5ZVX8vzzz496217LUG0dHBzk4Ycf5uKLL+bhhx/m1ltv5YknnuDoo49u2284bT344IO555572s537733Mnfu3HVuP/jgg0eq6UOyevVqFixYQBiG/OxnP+MPf/gDX/rSl9rMhV/4whe46qqruO6661iyZAmzZs3i0EMPpa+vr9jnjDPOYOHChdx+++38+Mc/5te//jVg2/2rX/2KNE3b2jfW7R4u3/ve9zjnnHO46KKLeOSRR/irv/orjjjiiOL7/tSnPsV+++3Hz372M5599lluueWWMb7iTWe0n42cSy+9lBUrVrS9zjrrrC3VzLUY674i5+abb17rvox0AaxNZasYM0YogHVjufHGG+np6eGggw5i9uzZxet73/tesc+KFStYuHAhu+66K2effTYLFy4cuz7BjHMAs3jx4rZte+yxh7n00kvbtr35zW82n/rUp4wxxqxZs8aEYWgWLVpUvL98+XIjpTR33nlnsW3evHnmmWeeMf39/Wbfffc1jz322Og1ZCNYV1tfy29/+1sDmOeee84YM/y23nXXXQYwL774YrHvzJkzzQ033GC23XbbYtvzzz9vAHP33XePRFM3yAUXXGAOOOCA9b6vtTazZs0yn//854tt9XrddHd3m3/9138ttu2zzz7moYceMnEcm6OPPtr8x3/8hzHGmMcff9wA5sEHHyz2fctb3mKuv/56E0WRGRgYMMYY02g0TKVSMV/96ldHuomjwlve8hZz2mmntW3bddddzSc+8QljjDHve9/7zKJFi0yWZeb00083119//Vhc5rAY7WfDGGPmz59vrr766lG5/pFgLPqKjf3csWa8jRk9PT0GMAccfIk56NDPb/brgIMvMYDp6ekZxt0Zv4xLy8iGOOCAA7jjjjtYvnw5xhjuuecennjiCQ4//HAAli5dSpIkhakJYM6cOey555488MADxbZ//ud/ZrfddqO7u5u3ve1t7L777lu8LZtKT08PQohiFjjctuYzzDwQ6Q9/+AO1Wo2PfOQj9Pb28uSTTwJwzz33EEXRFnPT3HHHHey7774ce+yxbLPNNuy9995tZtFly5axcuXKtnaXSiUOPPDAtnZfeumlHHrooVSrVaSUxTOy8847M2fOnMIK0tfXx8MPP8yxxx7LjjvuWMySH3roIWq12lZhGYnjmKVLl7bdE4DDDjusuCef+MQnOPvssymVSjzyyCOcdNJJY3Gpw2K0n42Jwkj3FVsz42HMEMYM+zWR2SrFyJe//GV23313tttuO6Io4m/+5m+44YYbOOCAAwDrF4+iiClTprQdN3PmTFauXFn8fcopp/Dqq6/y8ssvc+21127RNmwO9XqdT3ziE5x44olFNPVw29rR0cF+++1XiJF7772XAw44gFKpxIIFC9q2v/Wtb6VarY5uIx3PPPMMN954IzvttBN33XUXp512GmeffTbf/va3AYq2zZw5s+2417b7Xe96Fy+//DIvvvgiixcvRilVvHfQQQcV7fvlL3/JzjvvzIwZMzjwwAPb2j137lx23HHHUWztyPDKK6+QZdmQ92Tfffdl+fLlvPDCCzzwwAN0dnaOxaUOiy3xbABccMEFdHZ2tr1GMntgNBmNviLn/e9//1r35ZlnnhndBg2TcTFm6BF4TWC2ymyaL3/5yzz00EPccccdzJ8/n/vvv5/TTz+d2bNnc8ghh6z3OGPMWrX1Ozo61qrBPx5JkoQTTjgBrTU33HDDBvfflLYefPDB/OAHPwDs4HvQQQcBFIPyxz72Me69994tOovWWrPvvvty+eWXA7D33nvz2GOPceONN7Zdx2vbuK52l0olZsyYsdZnHHzwwZxzzjkkSbJWu/OO5t577+Wd73znSDZt1NnQPQmCYFQrKY42W+LZADj//PP50Ic+1LZt2223HYEWjC6j2VcAXH311Wv1s3Pnzt38C94C/CWOGVsbW51lpFarceGFF3LVVVdx1FFH8cY3vpEzzzyT448/ni9+8YuAjQCO45jVq1e3HfvSSy+tNVvaGkiShOOOO45ly5Zx9913t+WYj0RbDz74YJ544gmWL1/Offfdx4EHHgg0xcjzzz/PsmXLtqirYvbs2WuZQHfbbbciYCwfTFtnLbDp7R4YGGDJkiXcc889be1esmQJq1at4sEHH9wqXDQA06dPRyk1rHuyNbAlng2w9/P1r39926tSqQzz6keX0e4r8vO89r6EYThibRhpxsuY4d00Q7PViZEkSUiSBCnbL10pVaQp7rPPPoRhyN133128v2LFCn7/+99v0dTUkSDvXJ588kn+8z//k2nTprW9PxJt3X///SmVStxwww3UajX22WcfwJr0e3p6+MpXvkK5XOZtb3vbyDVsAyxYsIDHH3+8bdsTTzzB/PnzAdhhhx2YNWtWW7vjOOa+++7b6HbvuOOOzJ07lzvuuINHH320ECOzZ89m++2350tf+hL1en2rESNRFLHPPvu03ROAu+++e6t77odiSzwbWyNboq/YGhk3Y8YWzqbZ2hiXbpr+/n6eeuqp4u9ly5bx6KOPMnXqVObNm8eBBx7I+eefT6VSYf78+dx33318+9vf5qqrrgJsAZdTTjmF8847j2nTpjF16lT+8R//kTe84Q1DmuTGgqHaOmfOHP7u7/6Ohx9+mJ/85CdkWVbM9qZOnUoURSPS1kqlwlvf+lauvfZaFixYUPjOwzDk7W9/O9dee20hWLYU+XoIl19+Occddxy//e1vuemmm7jpppsAa4I/55xzuPzyy9lpp53YaaeduPzyy6lWq5x44okb/TkHH3wwN9xwA69//evbZkC5q+Z1r3sd8+bNG/H2jRYf//jHWbhwIfvuuy9vf/vbuemmm3j++ec57bTTxvrSRowt9Wz09fWtZV2pVqubVP1yJBkPfQXAmjVr1rovkyZNGlPXxV/SmDFhGbM8niG455571qkLTz75ZGOMMStWrDAf+tCHzJw5c0y5XDa77LKL+dKXvmS01sU5arWaOfPMM83UqVNNpVIxRx55pHn++efHqEXrZ6i2Llu2bL0a+Z577inOMRJt/fSnP22AtnRIY4y57LLLDGAuu+yykWjuJvHjH//Y7LnnnqZUKpldd93V3HTTTW3va63Npz/9aTNr1ixTKpXMO97xDvM///M/m/QZN998swHWSof9t3/7NwOYU045Zdjt2NJcf/31Zv78+SaKIvPmN7/Z3HfffWN9SSPOaD8b8+fPX+fv7tRTTx3ppmw046GvWN9nXHHFFaPQ4o1nPI8ZeWrvOxZcbN554Oc2+/WOBRdP6NReYcwEd0R5PB6PxzNG9Pb20t3dzYH7X0wQlDf7PGla574HLqOnp2fMrHOjyVYXM+LxeDwej2diMS5jRjwej8fjmVBs4YXytja8GPF4PB6PZ5QR2r6Gc/xExosRj8fj8XhGG28ZGRIfM+LxeDwej2dM8ZYRj8fj8XhGm+EWLpvYhhEvRjwej8fjGW2GW9Ldl4P3eDwej8fjGUW8ZcTj8Xg8ntHGB7AOiRcjHo/H4/GMNgYYTnruxNYi3k3j8Xg8Ho9nbPGWEY/H4/F4RhkfwDo0Xox4PB6PxzPaGIYZMzJiVzIu8W4aj8fj8Xg8Y4q3jHg8Ho/HM9r4bJoh8WLE4/F4PJ7RRgNimMdPYLwY8Xg8Ho9nlPEBrEPjY0Y8Ho/H4/GMKd4y4vF4PB7PaONjRobEixGPx+PxeEYbL0aGxLtpPB6Px+PxjCneMuLxeDwez2jjLSND4i0jHo/H4/GMNnoEXpvA/fffz1FHHcWcOXMQQnDbbbetd99TTz0VIQTXXHNNse3ZZ59FCLHO1w9+8INNu5iNwIsRj8fj8XgmGAMDA7zpTW/iuuuuG3K/2267jd/85jfMmTOnbfvcuXNZsWJF2+szn/kMHR0dHHHEESN+vd5N4/F4PB7PKLOl64wcccQRGxQNy5cv58wzz+Suu+7i3e9+d9t7SilmzZrVtm3x4sUcf/zxdHZ2btK1bAxejHg8Ho/HM9qMUMxIb29v2+ZSqUSpVNrk02mtWbhwIeeffz577LHHBvdfunQpjz76KNdff/0mf9bG4N00Ho/H4/FsJcydO5fu7u7idcUVV2zWea688kqCIODss8/eqP2//vWvs9tuu7H//vtv1udtCG8Z8Xg8Ho9ntNEGxDAsI9oe+8ILL9DV1VVs3hyryNKlS/mXf/kXHn74YYTY8II5tVqN7373u1x88cWb/Fkbi7eMeDwej8cz2uRumuG8gK6urrbX5oiRX/7yl7z00kvMmzePIAgIgoDnnnuO8847j+23336t/X/4wx8yODjISSedNNy7sF68ZcTj8Xg8nlFnmDEjjFydkYULF3LIIYe0bTv88MNZuHAhH/7wh9fa/+tf/zpHH300M2bMGLFreC1ejHg8Ho/HM8Ho7+/nqaeeKv5etmwZjz76KFOnTmXevHlMmzatbf8wDJk1axa77LJL2/annnqK+++/n5/+9Kejer1ejHg8Ho/HM9ps4Qqsv/vd7zj44IOLvz/+8Y8DcPLJJ/PNb35zo8/zjW98g2233ZbDDjtskz5/UxHGTPAasx6Px+PxjBG9vb10d3dzyPwzCeSmx3fkpLrBfz53HT09PW0BrBMFH8Dq8Xg8Ho9nTPFuGo/H4/F4Rhuj7Ws4x09gvBjxeDwej2e08av2Dol303g8Ho/H4xlTvGXE4/F4PJ7RRhuGVStET2zLiBcjHo/H4/GMNt5NMyTeTePxeDwej2dM8ZYRj8fj8XhGG8MwLSMjdiXjEi9GPB6Px+MZbbybZki8GPF4PB6PZ7TRGhhGrRA9seuM+JgRj8fj8Xg8Y4q3jHg8Ho/HM9p4N82QeDHi8Xg8Hs9o48XIkHg3jcfj8Xg8njHFW0Y8Ho/H4xltfAXWIfFixOPxeDyeUcYYjRnGyrvDOXZrwLtpPB6Px+PxjCneMuLxeDwez2hjzPBcLRM8gNWLEY/H4/F4RhszzJiRCS5GvJvG4/F4PB7PmOItIx6Px+PxjDZagxhGEOoED2D1YsTj8Xg8ntHGu2mGxIsRj8fj8XhGGaM1ZhiWEZ/a6/F4PB6PxzOKeMuIx+PxeDyjjXfTDIkXIx6Px+PxjDbagPBiZH14N43H4/F4PJ4xxVtGPB6Px+MZbYwBhpPaO7EtI16MeDwej8czyhhtMMNw05gJLka8m8bj8Xg8Hs+Y4i0jHo/H4/GMNkYzPDfNxK4z4sWIx+PxeDyjjHfTDI1303g8Ho/H4xlTvGXE4/F4PJ5RJjWNYblaUpIRvJrxhxcjHo/H4/GMElEUMWvWLH618qfDPtesWbOIomgErmr8IcxEd0R5PB6PxzOG1Ot14jge9nmiKKJcLo/AFY0/vBjxeDwej8czpvgAVo/H4/F4PGOKFyMej8fj8XjGFC9GPB6Px+PxjClejHg8Ho/H4xlTvBjxeDwej8czpngx4vF4PB6PZ0zxYsTj8Xg8Hs+Y8v8BkAiRfuRt8EgAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = plt.axes(projection=ccrs.PlateCarree())\n",
"# ax.set_extent((-180, 180, -90, -60), ccrs.PlateCarree())\n",
"\n",
"ax.add_feature(cartopy.feature.LAND)\n",
"ax.add_feature(cartopy.feature.OCEAN)\n",
"\n",
"color = ax.imshow(rasters, origin=\"upper\", extent=(bounds[0], bounds[2], bounds[1], bounds[3]), transform=ccrs.PlateCarree())\n",
"plt.colorbar(color, ticks=np.linspace(0, r_max, 10, dtype=int))\n",
"\n",
"ax.gridlines(draw_labels=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fe4cfd21-7155-4177-8173-594b738a8b9c",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.8.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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