{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Natural Earth 10 m land polygon for Ireland\n",
"\n",
""
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"from datetime import datetime, timezone\n",
"from zipfile import BadZipFile, ZipFile\n",
"import geopandas as gpd\n",
"import matplotlib.pyplot as plt\n",
"import pooch\n",
"from matplotlib import ticker\n",
"import climag.climag as cplt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# base data download directory\n",
"SUB_DIR = os.path.join(\"data\", \"boundaries\", \"NaturalEarth\")\n",
"os.makedirs(SUB_DIR, exist_ok=True)\n",
"\n",
"URL = \"https://naciscdn.org/naturalearth/10m/physical/ne_10m_land.zip\"\n",
"KNOWN_HASH = None\n",
"FILE_NAME = \"ne_10m_land.zip\"\n",
"\n",
"# file name for the GeoPackage where the boundary vector layers will be saved\n",
"GPKG_BOUNDARY = os.path.join(\"data\", \"boundaries\", \"boundaries_all.gpkg\")\n",
"\n",
"DATA_DIR_TEMP = os.path.join(SUB_DIR, \"temp\")\n",
"\n",
"os.makedirs(DATA_DIR_TEMP, exist_ok=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# download data if necessary\n",
"if not os.path.isfile(os.path.join(SUB_DIR, FILE_NAME)):\n",
" pooch.retrieve(\n",
" url=URL, known_hash=KNOWN_HASH, fname=FILE_NAME, path=SUB_DIR\n",
" )\n",
"\n",
" with open(\n",
" os.path.join(SUB_DIR, f\"{FILE_NAME[:-4]}.txt\"), \"w\", encoding=\"utf-8\"\n",
" ) as outfile:\n",
" outfile.write(\n",
" f\"Data downloaded on: {datetime.now(tz=timezone.utc)}\\n\"\n",
" f\"Download URL: {URL}\"\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"DATA_FILE = os.path.join(SUB_DIR, FILE_NAME)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['ne_10m_land.README.html',\n",
" 'ne_10m_land.VERSION.txt',\n",
" 'ne_10m_land.cpg',\n",
" 'ne_10m_land.dbf',\n",
" 'ne_10m_land.prj',\n",
" 'ne_10m_land.shp',\n",
" 'ne_10m_land.shx']"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ZipFile(DATA_FILE).namelist()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"data = gpd.read_file(f\"zip://{DATA_FILE}!ne_10m_land.shp\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" featurecla | \n",
" scalerank | \n",
" min_zoom | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" Land | \n",
" 0.0 | \n",
" 0.0 | \n",
" MULTIPOLYGON (((-0.00029 -71.49903, 0.01555 -7... | \n",
"
\n",
" \n",
" | 1 | \n",
" Land | \n",
" 6.0 | \n",
" 5.0 | \n",
" MULTIPOLYGON (((166.13697 -50.86435, 166.20525... | \n",
"
\n",
" \n",
" | 2 | \n",
" Land | \n",
" 5.0 | \n",
" 3.0 | \n",
" MULTIPOLYGON (((-78.78897 -33.60906, -78.78038... | \n",
"
\n",
" \n",
" | 3 | \n",
" Land | \n",
" 6.0 | \n",
" 6.0 | \n",
" MULTIPOLYGON (((163.98512 -20.04762, 163.98609... | \n",
"
\n",
" \n",
" | 4 | \n",
" Land | \n",
" 5.0 | \n",
" 4.0 | \n",
" MULTIPOLYGON (((134.70737 -6.58904, 134.72006 ... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" featurecla scalerank min_zoom \\\n",
"0 Land 0.0 0.0 \n",
"1 Land 6.0 5.0 \n",
"2 Land 5.0 3.0 \n",
"3 Land 6.0 6.0 \n",
"4 Land 5.0 4.0 \n",
"\n",
" geometry \n",
"0 MULTIPOLYGON (((-0.00029 -71.49903, 0.01555 -7... \n",
"1 MULTIPOLYGON (((166.13697 -50.86435, 166.20525... \n",
"2 MULTIPOLYGON (((-78.78897 -33.60906, -78.78038... \n",
"3 MULTIPOLYGON (((163.98512 -20.04762, 163.98609... \n",
"4 MULTIPOLYGON (((134.70737 -6.58904, 134.72006 ... "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.head()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"Name: WGS 84\n",
"Axis Info [ellipsoidal]:\n",
"- Lat[north]: Geodetic latitude (degree)\n",
"- Lon[east]: Geodetic longitude (degree)\n",
"Area of Use:\n",
"- name: World.\n",
"- bounds: (-180.0, -90.0, 180.0, 90.0)\n",
"Datum: World Geodetic System 1984 ensemble\n",
"- Ellipsoid: WGS 84\n",
"- Prime Meridian: Greenwich"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.crs"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data.plot(figsize=(8, 8), color=\"seagreen\")\n",
"plt.tick_params(labelbottom=False, labelleft=False)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# crop Ireland's boundary\n",
"ie = gpd.read_file(GPKG_BOUNDARY, layer=\"NUTS_RG_01M_2021_2157_IE\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"data_cropped = data.to_crs(cplt.ITM_EPSG).overlay(\n",
" gpd.GeoDataFrame(geometry=ie.buffer(12500))\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# dissolve features\n",
"data_cropped = data_cropped.dissolve()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"data_cropped = data_cropped[[\"geometry\"]]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" MULTIPOLYGON (((474445.798 543242.050, 468956.... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" geometry\n",
"0 MULTIPOLYGON (((474445.798 543242.050, 468956...."
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data_cropped"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data_cropped.plot(\n",
" figsize=(8, 8),\n",
" color=\"navajowhite\",\n",
" edgecolor=\"darkslategrey\",\n",
" linewidth=0.5,\n",
")\n",
"plt.tick_params(labelbottom=False, labelleft=False)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"data_cropped.to_file(GPKG_BOUNDARY, layer=\"ne_10m_land_2157_IE\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"# bounding box\n",
"ie_bound = gpd.GeoDataFrame(\n",
" geometry=data_cropped.envelope.buffer(100000).envelope\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" POLYGON ((330424.324 419708.048, 866465.646 41... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" geometry\n",
"0 POLYGON ((330424.324 419708.048, 866465.646 41..."
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ie_bound"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"base = ie_bound.boundary.plot(color=\"crimson\", figsize=(7.5, 7.5))\n",
"data_cropped.boundary.plot(ax=base, color=\"darkslategrey\", linewidth=0.4)\n",
"\n",
"plt.tick_params(labelbottom=False, labelleft=False)\n",
"\n",
"plt.title(\"Boundary of Ireland\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"ie_bound.to_file(GPKG_BOUNDARY, layer=\"ne_10m_land_2157_IE_BBOX\")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# difference between bbox and land polygon\n",
"ie_bound = ie_bound.overlay(data_cropped, how=\"difference\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" POLYGON ((330424.324 1060113.588, 866465.646 1... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" geometry\n",
"0 POLYGON ((330424.324 1060113.588, 866465.646 1..."
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ie_bound"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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hERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkIiIiXk1hSERERLyawpCIiIh4NYUhERER8WoKQyIiIuLVFIZERETEqykMiYiIiFdTGBIRERGvpjAkInICBSVlOF1uT5chIrXM6ukCRETqo/X7M1mwuxg/Hx/83IVcM7glwXYfT5clIrVAYUhEpBrNIgKocOZx+01TKSoq4u1vZ2KnmFEdo2gTG+bp8kSkBikMiYhUIzrUn9uHxvHim8/Qp9dg7rt1OgVFRSxe+RNfz9lBlL+bPi1DaRcXjo/V4ulyReQcKAyJiJxAdKg/j07uyFPfr2DUoKEEBwYyZewEGDuBozk5bNm5nR/mr6FjtIWJPZthMWsYpkhDpJ9cEZFT8LWaMAzjuMeahIcz6rzBPHrXAyR0HMU/vt1JZn6JhyoUkXOhMCQicgpNgnzYc/DACZ/v0akLD0x7gNeWHMTtNk7YTkTqJ4UhEZFTuHRAS2Z+8wkFRUUnbBNgtzNp7BS+XH2o7gqrYyVlThZvSWHer8lsTcokp9BRpcdMpCFSGBIROYm84lJmr0uifbQfz739MqVlZSds26NTZ7JdIRzOKqzDCuvGun2ZPL8ohfDWI0noMpEMW0e+32PmsS+24Civ8HR5IudEYUhEBNienIWzwnXcYzlFpTy/4CA9zruUFp1H4SjO46mX/0NqevoJz3PT5dfy3orkRnW7zO02+GzlPuw+VpaumMf8Rd+w4dc1DB84lL49+5Oa3fjCn3gXzSYTEQG+Wn2IvNIDPD6lCxFBdkrKnLw4fx/33XEfwYGBtGrWjC07tzK6lZuZX73NgAFjGdirT5Xz+Pn6csH5F/Hhih+4YWgbD7ySmmc2m3j2+gHHPVbmdPHvz96g1PBj7KRED1UmUjMUhkTEaz3w0RqiwsJIjLRhtdm4YfIVfLxqGa7SJPIdLqZdP5XgwEAA7n/yX+zev5chzQZz3/gOfLl6OZ+lJHHlBZdUOW+3Dp3Iys7m6R9+4rJ+zUiICq7rl1brfG0Wguw2TKVO7D76UyINm97BItIobU/OJqe4jAFtm2K1VD8ioGOzcCZMvImSsjKG+vsTFR5Otw4dqm377KOPsXzNKr5a/RP+m9PJd1Rw0YSOJ7z+yEFD6NujF9/O/5G0Nbvo1zKQNk1DiAkLxGw21chr9LTFG/fyr2sGeboMkXOmMCQijYphGHy4fD++4W1oFhvPi/MWcN+E6gNO6yh/Dqen07tLl9M695B+AxnSb2DldUymk4eaoIAArr3oMpwVFfy6cwc/J+3n8PpkfIwSJvVoSsvokDN7cfXMzPvHE+Bn83QZIudMYUhEGqTcolJC/H1xud0kZRaQEBWMs8LNW0v3MWDAOPr16AXAkaPpbE9Op1NCRJVzFJa6aBoUdFbXP1UQ+jOb1UqfLl3p06XrsesWF/Pj4vl8sXYHNw1pwYaDWQxoE01IgO9Z1XIm3G6DDQeOkpLjYGjHpoQH+h33/I7D2YQG+BITFnDK16ggJI2FZpOJSIOTX1zGza8tY+n2NHam5PD5pmLeXJnLu6vzmDL5+sogBDB59Di+WJdOSZmzynmSchzENmlSl6UDx3qMrph8EbffMIPPNpXgF9OfT1YdqvXr7juSxz+/20VBQBc697uID9bkMnPVQcqcLhxlTl6Yu5NthU34KSWAf363m1/2ZNR6TSL1gXqGRKRBKS2v4IUFe7n3ptsoSl7Jwu3Z3Hvzvfjb7dW297HZuGjCJazYuYCx3ZtVPl7hclNU4Uugv39dlV5FaHAwM268DYC1m1bX6rV2p+Yye1sRj854BKvl2May995yJzv27eGN5UtwOEq49pJbiI2OBo7dBlywYhn/nL2SKT2b0rFZ+AnP7XS5sZhMjWYslHgfhSERaTCSMwt4d0UKt159G3OWzqd/jJ30isgTBqHfWW02+NPf6TKni6d/3MHlF11XyxWfvtrc+d5RXsHMdRk8PuNhLJbjr9OxdVs6tm5b5RiTycTYIcMZMXAw38z7gR9/2M4V/eNpFnnstqJhGPy8K51V+wuwB4TiNgzczlIsRhmTG8F4KPEuCkMiUi9sO5zDil1ZtGsayIgusVWeL3CU897KIzw6/SF8fXzIzz3K4lwnN19/dWWbJauWYzZbGNb/vOOOzc7JISLgj/Et8zanMOn8y2ndvGXtvaAzcCglhYLCXCCuRs5X5nSRXeggu9BBZkEpK/YWcOs1t1UJQqfDZrVy2cQLKXGM5bPZX5GzZjdWs0G54UP/XgN5cFx/zOY/RlyUOBy88O7rXNrDTeuYsBp5PSK1TWFIRDzOWeFi9uZc7rv1Hpb+8jNvLdnArSOOX7Dw67VJ3HLljfj6+FBYXEyA1YWDQIICAirbrF2/giAf6JDYluioqMrHDybvZ0KbP3oq/GzmMxoAXRvyCwv5ef0adu3ZSbC1hIcmtD+n87ndBou2prIuuYTQkEgiwsOJDG9JROsIHhrTCruf36lPchL+djs3X3EthmFgGMZxAeiv7e679U5e//hdhpRm0aNl5DldV6QuKAyJiMct3JLGxFETsPv5MXrQUJ7durZKm5gQP/KLiogD1m35lb6tQvh6QwapGRnE/TbOxdfHxpQ+TVm08ieuvvCPxRBz8nII8f9joHS3hHDmb91Il3btav21/VVmdjafzf4CU3keIztGMmZkDKnZhaRkF55VT4rL7WbB5lQ2ppQyasho/nZBj1oNeiaT6ZTn9/XxYcaNt/P8O6/hZ82lQzP1EEn9ptlkIuJx24+U0LV9B5JSUvjXS09xRb8/bpO53G4A2seFsH7zBgCysrMIC/TlwQltWTDnff7vuX+wPzkJNz7EhAWQcTTtuPOPHjyKNxbvwek6dq6mYQFkpx9gX9KhunmBHBtjM3fZIj767HWu7xvK9LHt6Njs2HT/N39KY83RUF6ct4vi0qqz3qpT4XLz/YYknvxxP1FthvHYjIfp172nx3u8fmcymZhx4+18uzWfo/klni5H5KTUMyQiHnPsD3oybdp05ftF81i8fCHhISHM3ZJOr+YlLNqRjdkED0/uRPOoYAo37SY5LY1xw0by3BtPE+RjAXs4fpYcXv3gDbp06EpyViGuiuN3lu/crh1Wy2X8Z+439EnwZ3TXWKaPa8drcz6hT78xDOhZdY+xmvbeF5/Q3J5bZQHI/UdyOa9PPyYMH8WRo0d5fub7dI6x0adVBMWlTgoc5RQ4nBSUuihwuCh0OCl3GTjcNsYNH8+kSzrVeu1ny2KxcOf1t/H+Ry8xY1zd98KJnC6FIRGpc4ZhMH9zKhtTyhh+3nAG9OzN9L8/xnl9BnHx+ZPYe+ggmTk53Du1B9/M/5F9R/JoHRPKzcMSeeHbz3h42v1MvXEGDoeD5nFxZOfm8t/PPcV3SxYTOrQ9zYJNHEpJoUV8fOU127duw9+mP8Szrz/L6K5gs5iZMa4DT/8wn3YtWxMeVnu3cj6cNZPEwHyGdqw6QDqnqJSo2GPjm2KaNOFv0x9k5/59LN+xlaDAIIJCQgiLD6Z5QADBgYEEBwbiY2s4ix0GBwZimBtOveKdFIZE5JwVlzo5kltEy+gQLNUMrHVWuACwWS0cyS3i3eVJDB44mr9N6V/Z5qW//7Pyvzu2+WOqd1zTODbu2c3byw4wpVcsVuPYbaQm4X+sexMRFsYL//NPnnrteQa1b4rZBLNWLObWK6+vWqzZhtPlxvbbfmW3DG/FG599wMPT7jmn70F1ktPS+OybmfRv4cvQjjHVtikoddPiT6tgm0wmOrZuQ8fWjWPHe5GGQGFIRM7Z8/P20KlTb2Zt2k6zYLigdzMC/Gyk5xbz6S/JbEvO4e5xbUnLK2dfvg/33P4AAadYG+h3aRlHSHOEEBERQGLTEFYcrH5MjdVi4Y5rbubLL1/njlFtKcg7UG27gX3OY9n2nxnd9VivUWiAH91jzSz95WeGD6iZTUcXLF/Gr9s2EGV3MX1kc/x9T9wzUljqOm5GXONkeLoAkZPSAGoROSd703Jp1747F445n4fvfIABwy7n7VXZPDPvAN/vcnPjtdNpER2G3cdKalko02+4/bSDEMDA3v0oLMjhvOY+rNmXydABQ0/YNiI0lIIKH1xuN8Zfxg39rl/3HqxNLiM9t7jysTFd41i7bil7Duw7/Rd+Al/88A3kbOXBcS24cVjrkwYhgAKHs/GHIWUhqecUhkTknCzfncXwAYMrv27ZrBl33zyN+6c+wK1XXc/OfXs5LzGIz1Yf4fpLrjzj8/tYrQQFh7LqkIOjFRH06db9pO17devLyp1puK3Vb7NhMpm495a7eHdVJnvT8iofu3VYK1ZvXHfG9f3Zrv17Kc7ay5hucac1q8swDNLyyjy6JYiI6DaZiJyjnFIzEaGhJ3y+qLiIHzekcN9td2OznvmvnKZRUdx3612n3T42OobnZ+/hwakPnLCNv93Ow1Pv5qU3nuKe2FDgWCByG2ffhVFaVsbn387ksQs6nLrxb75em8TQ80adcAHDxsJtuD1dgshJKQyJyFlbty+TZvGJJ20zcuAgenftTnhI3exVlZZxhKJyg9YtWpy0ncViwfhT53h2oYOgwOizvu7bn33AjYObYbWcXrDJKXRwpDSIi/sNPOtrNgQFRUUE+ni6CpGTa9wfR0Sk1rjdBgt25nP5pCknbWexWOosCAGs27yJXp27nLKdo7QUX+sfPUHztmQyevCws7rmlp07aeJTSEJU8Gkf88OmVKaMm3RW12tINm7bQtf4oFM3FPEghSEROWuBAUH1ZsXj3x3NK+CGi684ZbsV61bTvdkfIa3EbSM4MPCMr2cYBt8tmM1FfZuf0XFZJSbimjY94+s1NOs2raFXYpNTNxTxIIUhETkrZrMJt6v6GVue9OyjjxF+kjFMxQ4Hz7zxIukH1jGg3R+3xVqFm3n1o3cwznDc0LY9e+gW53vat8fg2MrbZlvjHzTtcrlwlxed0fdGxBM0ZkhEztqJpq/XV86KCp598wXuGBpPVMjxYeSSfs2ZufIgaUePVm78ejoWr1jE7YOrrix9MgZgtTb+VZktFgsBIU14bu4uwAQY9G0ZwsB2Tetdj6J4N4UhETlrYXYTOXl5J+2JqS8Kiop46f03uLJPkypB6HdNgm0czco67TDkcrlwleVj96l+denqGIbBO0v30aPH8NM+piG764bbK//b5XKxeNXPvLZoFdNGa68yqT/UdykiZ+RofgnT31vNviN5dIoLYOvuXZ4u6ZSWrV7JK28/x+2Dm9I6JvSE7fYddZxyFtqfbd+7h86xAThdbtbsTeeVBbv55Of95BefuMfsy9WH6NFnDOf17ncGr6BxsFgsjBk8lPCY9uxPz/N0OSKV1DMkImfkq7WHufvmO/ll2RfkllRw+aWtPV3SSb364dvE+OQzpnMk87YcISLAxthu8ZjNx9+mcZRXkOUwn9Fq0GkZR9iYXMyOrHR6devNTTf0IDsnh/fnfEsABVzUtxnhgX4AlFe4WLEznRJbDP2696zR19jQxEbHkl+Q7ukyRCopDInIacsvLqPCGkZCbCwLSiuoMNuJjoz0dFmnYCKjIoywwA6MPr8NW3bt5MvVa7h8YCvg2Gtau+8oq/YXcOOVN5/RmccNHcG4oSOOeyw+Joa7b55KakYG3yxdQEFhGoa7Ah9ff7q078UN/Rv3ukKno6ikiCa++vMj9YfejSJySo7yCl5ftI+SCjO3XH0LPjYbSdkOenSu/+M+pl13fMApK3PQLSGE8goXLy/Ygz24Kf17jeLxSe2xWCw1dt246GhuvuLaGjtfY7LvwF5GDY7wdBkilRSGROSUtiZl0bvvKAb36Vv52P974PGz2l7Dk1wuF+s3r2fspDa8v2wPY8dcSqc2bT1dltdxlhbgY9XaQ1J/NKzfZCJS48qcLp74bgc+VjP3jmuL/U+7rGcXOsgrLuNwdjEljlQG/+k4X5+GtcdCfmEhL7//Bpf0iuLfP+xgxNBJCkIekF9YSLCvtrGX+kWzyUS8XGZ+CaVuK9dcdjMvLklj0dY0ALYfzuHdX3JYlxnGkp3ZXHb+BA9XevY2btvCy28/xy2Dovl2QxrXXHYzA3p69yBmT9m5fx8dY05/kLpIXVAYEvFihmHw4sIDPHbnPSTExvLwtHvZleNDVoGDjDwH/Xv244rJU3j5f59ocD1Bv/th0Tx2/7qA+8e3582lB7juiltpHhfv6bK8VtsWLVl92M2z8w7w0Yr9lJQ5PV2SiMKQiLeLDAs7bjr5kP5D+PVQNsM7x/Lzyvkczc5usKsFJ6Wmkrx/E1P6JPDvH3Zy45W3kRAb6+myvFp4aCj33z6D+6Y+wKDhV/D0vEPsPJzr6bLEyykMiXixCrdBflERTuexT+ep6en8vH41+Q4nJpOJ6WPb8NoHb1Q+35BUuFy8//n7XH1eC576YSc3X3MH8TGnv1K01L6WzZrx2PQHWLDPyZakbE+XI15MA6hFvJjNYuamQXG89ObTGJhoGmzhgo7RxIW3BCDQz4frBsby3Duvcf+td9bo1PPa5HK5ePG9NxjbMZTn5+3htuumEtNEs5fqI4vFwvQbbuNfL/+HFk2CCLY3zNux0rCpZ0jEyyU2DeG+8e24f3xbrh6USFx44HHPt4wOZmInf/79+otkZGZ6qMozs3XvXvbs383KJBd333avglA9ZzabmXrtbbz/00FPlyJeSj1DIlKtlKxCVu/L4sI+zekYH050iJ0nXv03QweNYdLI0Z4u76Q6JSby78f+SXBg4KkbS70QERZGhTUQp8uNzaLP6VK39I4TkWq9ufQgLbuM5l+ztzFnYzLv/XSIPr0GMmH4SE+Xdko2m01BqAHq2qEbWw9leboM8ULqGRKRanVPCCbQP5AHpj1MUloaIyc1a7DT66VhGNSnH/9+eRndWkZiMeuzutQdvdtEpFpjusUyZ/Ec/O12OiQmKghJrfPz9eXyC6/midk7KC5teDMYpeFSGBKRagX6+RBsKSY1Pb3ysYOHk3j/y09ZvnY1brfbg9VJY9UuMZHbrr+T5+ftxu3Wth1SNxSGROSELuvfnHc//xCXywXArB+/ZlI7AzLX88GsmR6uThqrJhERjB4xiR83HfZ0KeIlFIZE5ISC7D5c1iuC5955lS27d+NwlBARZGdIx1iOpidhGPrkLrWjb7cebDtSrveY1AkNoBaRk2oXF4afzcL+3fM5LzGIZ3/cQbMIO+G+Tl54703uuel2T5cojVSXjt3ZlZJEidNg9b5seiQE079tU8zmhrk9jNRf6hkSkVNq3iSYEV3i+eVAAbfccA/9hl1Fm66jueT8yZ4uTRqxdolt2Xe0iLlbs7jxunsoD+vJU99v1+auUuMUhkTktAUEBBEcGEhCTAzD+g/QXl9Sq5rHxbFy91H8A8Lwt9sZ1n8AN109lX//sIdCR7mny5NGRGFIRCoZhsGsNYfIKSqt9vmSkkLyCwvruCrxVj42G5HhkXRuUsFns2cBEB0VxbQbp/HG4n0erk4aE40ZEpFK7y/fT8v2g3lxwWKGtAnGbIa9GQ4KywDDxYCWQbz49vN06dSbPt16Ehcd7emSpZELCY2iW4KJzclpfDZ7FldecDFNIiJo0743W5OS6NI8ytMlSiOgMCTi5cqcLjYdyGBrahFRzbowrP8A+nbrzr7kZCoqKrhsaAIhQUGUO50sXrkcq3U9a9Yu5e0vv+Crl1/Hz9fX0y9BGrFLxl/AOzM/oFlgOXZrUmUgGtpvIF9+uVlhSGqEwpCIl3tn2T46dx/JhJ4tiP1td3d/u52u7dod187HZuP8YSM5f9hIMrKzKSsvVxCSWhcWEsIDt89g94EDLPhpISt/XkB4WBhjh4ygoEwjPaRmKAyJeLkWkQGsX7+EHXuacPMV12GznvrXQnRERB1UJvKHdq1a0a7V7SS2WMQz773PiAGDsfoGUuFyY9Uu93KO9A4S8XLje8Rz3/ltGdUK/vXiUySlpHi6JJETGj98FM2io/l+yWLMFouny5FGQj1DIgJA65hQHhofwKylnzGzwKBLxx6MHz7a02WJVPH2E//GZDLx/DuvYtECjFIDFIZEhPd+2kdOqQ2LxQomf0rLcijL2MLH3+RyzZTLPF2eyHFMpmMByO1yVf63yLlQGBIR7DYLbeM7MW7YCGxWK5nZ2Xw883W6xB9l5nezuGLyxZ4uUeQ4hmFQUV7k6TKkkVAYEvECzgoXP25KYffRMvx8/AA3GAZggOHG7XZzcOcc1m9cQXBwGJGRMVgCY6hwFxFmSuWLH77hsolTPP0yRCpt27OHTjH+ni5DGgmFIZFGLuloAe//fJiLJl7KBW3bnfC2wqGUFBb9vITszDQOHdjO+n1pxF80he07NtEkOriOqxY5sRKHg1k/fMHDE9udurHIaVAYEmmkDMNg9rpkUkuDeGT6w/j6+Jy0fYv4eG654joAyp1OXG43dl9fLho3qS7KFTktSSkpvPv5B0wb0QK7j/6ESc3QO0mkEcovLuO1xfsYfN5YLuzd94yP97HZaqEqkbPjdDr5ZdNG1m5cTYRvGY9MaI3dV+9RqTkKQyKNTEmZk+fm72PGTXcRHhbm6XJEztq+pEN8N/97TBVF9E8M4e5Rcdi0wKLUAoUhkUZm86EsxoyYoCAkDZbb7eatzz7AXpHFXcNb4GPV4opSuxSxRRoRl9vNyr05dExs7elSRM6Ky+XiubdfZVAzF9cNSVQQkjqhniGRRmDfkTy+3ngUq82f0aMuIjRYs7+kYXrvy08Z186PTs3CqzyXU1TK7PWH6RwfTJ/W0cc953YbHM4uZFdqPnszSijHBq5y7j3/xDMoRX6nMCTSCGxOzmXy+Mto36qVp0sROWtbd+/Cz5lOp4TEKs/N35zC9kwzV0y+gU3bt/Cv2b8QH2Yn31GBExsmix/N4hLo0Pk8hk9sgY/NxvI1v7B023pGdInzwKuRhkRhSKQRGN89nn9//SG3XjeN2CZNPF2OyFn5bt63PDLx+Fu8zgoX7y7bT7PWvbjvwmN75cVGj2bM4GEUFhcTGBBwwtmPg/v25+2Ze9gxfzd3jmmrHiI5IYUhkUbA7msjNtQPl8vl6VJEzsr6rZvpHm/HYj42lNXtNvhx02G2HnFy6aTLadOi5XHtbTYb4aGhJz2nyWTi1iuvZ+b335CaXUB8ZFBtlS8NnAZQizQCJWVOfli/nz0H9uF0Oj1djsgZm790HuO6/3E7672f9hHZajB/m/5glSB0pmKj4ziSV3yuJUojpjAk0gjYfay8efsQgku28cIb/+HVD98mKTXV02UdZ+vuXZSWlXm6DKmHNmzdQvdY38peof3peViCExjQs1eNnL9T27ZsS9GmrnJiCkMijYDJZCI6NIA+raN5YEJ7rurpz89LPuWJl/7Nul83nvV5nRUVrNywnhKHo9rnDcM4rZ6oJatW8OZHr/PDkgVnXYs0XqHBwWxJKQSOvadmrknjyskX19j5I0JDyar+LSwCaMyQSKMUGuDH1YMSMQyD//ria7p37orNeuof98NpaWzbs4uxQ4ZhNpt57/OPyTqyh/DQMDokHj/DJyMri9c/fAO71U3fvsMZ1n8QAKVlZRxKTWX/of0cTD5IYWEuPZvZGdO9OW3adaqV1ysNW2LzFkQ1bU5+cRmzN6QwZsTEU+6ld6ZCQ6PJLSolLNCvRs8rjYPCkEgjZjKZcBkmklJTCQ8NxWI2YzabsZjN2P38MJlMbN65jcUrlmDCjb+5FFdFBUc6dMLlcuHjzKB5dDhLV61g8YrF3HXDbcCxvaJe/+hNHji/NQF+Np6et46h/c7j09lfkZGym3YxgSRGBzJqYBi+tkgAnp+7m/HNm3vy2yH1WIv4Fnzxy08Q0Iw+XbvX+PkH9T2Pnzd9z6Teeg9KVQpDIo3cf0/pzPcrv8LhdON2G7jcBi7DIKMIbrr8en5cMJtHJrbHbD427Xjj/kx+3b6FopIiRnSMJi2vlEJHEZkFDg6lphLg58cbn7zHtQNiCPCzsTs1l9CwKJ5582UGt7Rx9YSOlddeviONX5PzuWtMe9xmXywWrSYs1Rs24DyimzSttbWy2icm8tX3JUzoaVS+10V+pzAk0sjZfW1cNqDqbJziUicz537IlJ5Nj/vj0DMxiufmrCWjoJzLLu9KQtSx1azn/5rEJ999QzAFTBvegvDfbjfM35JGYTlcf15ClanLLreb8NhO/N+3m4mM1MJ3cmJWi4UubdvW2vlNJhPjRk7g2Tnfc+vw1oQE+NbataThURgS8VIBfjZuHt6m2udmjGvHkZxiTCYTaTlFfLM+lVW7jzC8Uyy3jGh/XNs7x3aonAX0V4F+VhJCY7lq0mRcbneNvwbxbnOXLWLHzk243Ca6d+3N6EFDT7qwYp+u3WkRn8D7n7/B3ePa1WGlUt9pNpmIVGExm4mPDGJPWi4frsmm38AJ9GsTXW14OlEQyi508OOWbDq3aYvZbD6tAdwiZ8JkMjOsbRAPnt+SwKId/OPFpygoOvkU+qjwcAyrfx1VKA2FwpCIVCurwMEXG7KZPGYCixZ/y51jTn/Dy5SsQl5enMz9d9x3ylWCRc7WkL4DWLM/F5PJxMD2TblzRALPvv4sGZmZJz3OZLbhdht1VKU0BApDIlKtN5bsIzgojJ+XfcMDEzuesAfor8orXLy+7DCP3Hk/QQEBtVyleLP1WzfTKS648uvwQD8entiOtz56jX1Jh054XER4JNmFWnhI/qAwJCLVurhPHJd28+W2kW2wWk7/V4XFbKJJRGSNrxMj8meFxcW88vEHNI88/paX3dfGw5M7Mvv7j9i4bUu1x8Y2jSc1RytSyx8UhkSkWu3jwokJCzzj47ILS3EbugUhtSvQ35/n/+v/8cOuCuZsPExGXgkFjnIMw8BmMXPf+I6sWP4d+5OTqhybmNCcfUdLPFC11FcKQyJSY3YezuWt5Ue49aobPF2KNHImk4mYqCjuuv5WQlsMZFGSL++vKeC/vthQ+fzU0e34eNYnuP8ykzEhNpadaUUYCu3yG4UhEakRi7aksTQJHrnzPgLsdk+XI16kY+u2HDi0H3NZNtcO+mPRRh+rhUGtAtmwfetx7U0mEyOHjOO7DYfrulSppxSGROScpeYU8Uuyk2nX3qxVpqXOmUwmgoKCCfC10Dom9LjnBrZvyur1v1Q5ZmDvviQV2UnJKqyjKqU+UxgSkXMWFx5I8+AK3vzkfeb9tIQ1mzd5uiTxIiHBwdxz8zSKzWE4yiuOe87uY8XpKKj2uFuvuoGXF+3X7TJRGBKRmnHdkEQmtjeTe+gXXnzvLU+XI17IWVZKoF/VWYxmKqoNPHZfX8KDA097/SxpvLQkrIjUiDV7j7JwZz4D+wzl+UkdT32ASA2zWG04yiuw+xz/py3YbqWgqIiQoKCqB5l0W1fUMyQi56jQUc7L83eT6o7nsRkPMWLgIKLCwz1dlnihCaPO55/fbqPQUX7c45GBNjJzcqo95q8zzcQ7qWdIRKpYvz+TgtIKRnSKOe7xnEIHu1Jz2XmkmPxSwOJLQGAIF0y+nmaxsZ4pVuQ3iQnNiYpsiu0vi4Tml1QQXE2v0OpNG+gSY6ur8qQeUxgSkSo2HcrjcL6LoR2iMZtM/LIng6W784iNaU77NgO56LzWhAUHn/pEInXMZLZQ6CjH77dbZYZhcCCrhKiwsOPaud1uFiydy39d2METZUo9ozAkIlUUl7sZ0m8QX69ew4HsUrp3H8yj04dgPs39yUQ8xWqxEOD3R2/P56sOMXHMlCqDpPcnJ9M1PkCDpwXQmCERqY7JzKhBQ0gqCeTWa+9i7JBhCkLSIJQU5eDveywMlZQ5SXP40atL1yrtysrL8bXqPS3H6J0gIlW4OfZp+YFbpxL+l9sLIvVVdl4e4fY/ptBvTcqiT48+1bbtkJjIznTtTybH6DaZiFTKKy7l2/UphEfGeboUkTO2euM6BiT+MZMxNMCX3Xm51ba1WCyYTOoPkGP0ThARAFbuzuD1n9IZN+FGbrj0ak+XI3LGdu/dSbu4P8JQm5gwtu3cXO2Cizm5ufhZNK1ejlEYEvFyjjInL87bRY61JQ9Pu5emUVGeLknkjDnKyjC5ijGbj93izSl08M26JJrYnbz75ac4nc4/2paW8uJ7r3HlwOaeKlfqGYUhES+2NTmb/8w9wMUX3cykUeM0s0YaJGdFBS+//wYX9Ixm5+Ecnvh+F1/vcNG1/0UUGKFYiw7x9fwfKtvP/G4WNw+OIzTAz4NVS32iMCTihZwuN+8s3cuv2SE8NuMh4qKjPV2SyFkpLC7myVeeYWIHf+ZtyWBDdjAP3vkwt1xxHW1atOCem6eS5vBn07bNlcc0j2vGluQ8zxUt9Y4GUIt4EcMw2H44m1nrM7hiylW0a5Xo6ZJEzskTrzxHuF8FP2wv5MoLbyA+5vhV081mM6OGjOStj97kcFoazWJjyS/Mx+FwnuCM4o0UhkS8gGEYfPzzATJKrLRr3ZFHpt+Ar0/V3b1FGhJHWRnN45tz4ehxRJ9krFu7lq1o36wJn3z7BdOuu4XDB7cxY1y7OqxU6juFIREv8NGKA3TqOZZrq1l8TqShsvv6cvtV156yXXBgIFh9Gd3Wn7fef4FrztPAaTmewpA0Ghl5JWw4kEVqbil9E8Po1kKzon6X6bBUuwqviNcw2ejVKpJerSI9XYnUQwpD0uD9uCmVXUcriIqKoVfXCQyMjmbFutXM/W4Nt41IJDxQM0ZKHCUsWPETZrMZs8mEyWzGbDJjMptpGd+MZn8ZZyHS6Lg1RkhOTGFIGrzd6cXcP+2R4x6bNHIMg/r0561P3yXSt4zuzYKJCvEnMtiO3cf73vZ3jWrFkdw9uCsMDMPAbRzbtdvlNli5ZwV7jpZx+QWXa0C1NEo5+fmE2j1dhdRn3vdXQRqM3ak5hAb4Eh0acNJ2oXYTOXl5hIeGHvd4WHAwD91xD1m5uWzbvYsDmZlk7sqirMyB4XaCuwIMF2ZchNhtRAXaCAuwkpxTSlKum3KXmwu7RdClecQJrz1nUwpb0xzEBpu5pG8Cdl/bCdt6UligH2HV9JC9unA34QE+PDqxDf/+9iNm3P4gQQEn/36LNDQbtm6ma3ywp8uQekxhSOqlvOJSvvq1ECqO8tgF7U/adny3WN7/8lPuuOZG/O1VP/5FhoUxrP+AEx7vdrvJKywkKzeX7Nxc+ndtwhVxcbjdbl549zV+Td5Pu6b+tIoOJSLID5PJhGEYzF6XTHlACx6+awr7k5N5ec7XRNvLGd2lKTFhgef8PahthmHgMAJo220YT33/NRWGBUdpqcKQNCqlZWWsWfcTj13Q0dOlSD2mMCT1zo7DOXyxNo07rp/KZ99+ToXLjdVy4vVBm4YFMKq1g/c/eoGSCgtW3yCuvvBSoiJO3KPzZ2azmfCQEMJDQqBFi+Mev+fmaaRnZXEgKYk5+/aRnZOG4SrD6TIYMmA4A3r2BiAxIYEH77iHlPR0XvvkHf77gnYnrbk+MJlMVJQVsPyXn3DiR5cOnQgKrP8hTuRMfDRrJtee10yrq8tJKQxJvZFd6OC9nw6R0LITj91zAzarlQkjz+fp7z5h6qg2hAT4kppdSFxE0HHHFTjK6dI8gq4tInn8i18JNPky7tZbWfnZZ/j5+p5TTSaTiZioKGKiojivd+9Tto9v2pR+Pfux78hB2sdHYBjGaf0SXrAlje2phRgmM75mg27NAunRMgo/HwtLt6UyrFNcrYSrhycd+7RsGAa70zL4z8tPMmXiZXRp16HGryVS15atXkmoKZvmUS08XYrUcwpDUi+UOV08v+AAD95x77E1QX7TtlUiN117Jx/M/oIyRyG5JS7O7xSE3WahW8sovll3mNRiX8rLSugZ70tMqD9xLVuzYeoMj72W3l2689q7y4gKyWLN7sN8OH3USdtn5BWzv8DOvdPuAo5tIrl55w4+XL+JgsI8OnfowT9n/8wNgxNoHlUz4x5W7s7AZBgMaBfN1uRslu3MpHWTAK4e2IxvF3yJv/16EhO0Fos0XL/u2Maurcu5Y5QWV5RTUxiSemHhllQum3TpcUHod00iIphx01TgWA/Gp7O/YtXaLYStPUD3HkO498pJAMxdtghTxjrI3cXP6yIY1Kdfnb6G30VHRnLbDTMICw6Gzz+mtLwCv5PMYPtqbSrXXn1X5dd2Pz/69+hJ/x49Kx8bMWAgX/zwDRlrdnLLsJbVLhcwf3MKP+/JZurIRGLDj30fi0rL2ZuWR9vYMAL8jg3u3puWx/acABKbt+Dfc9cQEhLJbTc9wKGUFLbs2wU+xcxbtoQ7r7uxpr4lInUm7ehR/v3qM3RJiOD2kW09XY40EApDUi/synAw4eJTf4IzmUxcfeGlpGccITc/h4vPn1j53PnDRrGvRSI/LJpDaXpabZZ7SrFNmgBQWFSAzRp60rZlhrXaEPhndj8/rr/kSvILC3nns/fAWYjVDGaTGQODUpeVLp168be7B/HK+29gdqWBxY/AwFBatejEaz9tpHW4waRe8XzySwqP3f0oNpuNkecNqbxG+8RE2idqar3UT8UOB3OWLOBwykFMhhPcTkyYwGQGk5kKfLjzxjvYc2A/1w1qQc9EbT4sp09hSDwqI6+YfUfyCIuIr3ZsTWFxMR/M+pxp19yA2XxszMyu/fsIsxZjb1r1mNYtWnLPLXfWSe2no7Q4F7PpxLebDMMA8+mPawoJCuK+22YcWyvI7cZtGGAY2Gx/TOl/4PaqtwhHnTeYVz98i5zCUrILS/hg1meMHjSC5vHxZ/aCROpQscPBstUr2bVnBzZ3Med3bcKlHROqbZuaXcgbn7xPfkEB94zS+1rOTP2e7iKN3uakXObuKuOaiy6v9vmte3ZhLTnMC+++TmpGBqs3beDb7z/l6sGtycxKp8LlquOKz8yggaP5zw87T/j8tuRsElu2PuPzmkwmLBYLNqv1uCB0Mh3adiIlu5CXbujLxZ2sLFrwCXOXLjzja4vUhd0HDvD8a0/RwnyAu0fGMmNcO9rEhp2wfVxEEF0jndw4MIqQgHObOCHeR2FIPGpMt3h6x1l45e3nefTJv3MgORk4tht1RlYWR9KP0CYmjAs6+7Fy8cdk7l/Bw5M7cTirEAMzjtJSD7+Ck2sSEYmBccLnv/v1KOOHj66TWjq3bc/6Q/nAsUUYbx7ehi1b1+F2u+vk+iJnYuW6VUwd3ZZOCZGnPZNyRJdYEmpokoF4F4Uh8bgL+zbnjhHNsfv60CI+HpfLxTNvvMB3s9/mUPIB8n0T+W57KXszy2ga4kdRqZNPVh/h8bsfrvcLBH4z92senFD9Ym9fr01iQN+h2Kx1c7c6KjycyLjOPPn9LrYkZQPQr1UwX/z4/bHbdSL1iLPCid1m8XQZ4iUUhsTj3G6DZ+bs5vZrb8NsNlPhcuEqd3DTsNZc0zeMLds3cd3FV/Ho9EdIcsbxzLwD3HXjNKyW+v+Lsnf3vszekHzcY/nFZby5aDe2iA6MGDi4TuuZMm4iD931CD8dgt2puQzrFEsLnzSefuVJ3vviE8rKy+u0HpETCQoIosCh96PUDYUh8bi1e9MZNHAU0ZGRuFwufH18iI1vRUZeCdGhAdw3LpGX3nmBtIwMLhk/ib/f9zciwk48dqA+mTBiDD6Rnfh05YHKx/7v2+2MHX8dk0aN80hNZrOZO665kZlrj5B0tIBfk/OxmQ3Wb17PnkOHPFKTyF8FBwVTqDAkdUSzycTjDmWXMqTnsUHEd/39cVo1DaFluA+x4S1wVrgwm008Mqkj//jkHf7vgcc9XO2ZmzBiDEt/8efdZSu5aVgbYsODaB4X59GabFYrl066jK+WLuS2q6cTFBCA0+k87cHYIrUtMCCYwmKFIakbCkPicWl5ZUT/to/Y5RMmQdZGhnWKBaCkrIKhj3/ORYO7M3rIGE+WeU6GDxhEYXERq/ccxFxPtkjq2KYtHdv8sSidgpDUJy53Rb3f308aD73TxKNKyyswrAF8v3g+T7z4LzasX0KA7x9/lEMCfPnqocmEhsUwpO9AD1Z67iaNHMtPe/IxTPV/rJOIpxWXFOHvq4AudUNhSDzq67XJDOw7mFWrl/LA+W24f0JH+rSOOq5NYtMQmtjy+H7RPA9VWTNMJhNBIZEUl2squ8ippGekEx3q7+kyxEvoNpl4TGl5BYcLLVzVoycmk4nZ65dwSf+W1bZ96ceNFJf+wpghI/D18anjSmtOcFAwqUczPV2GSL1XVFxAoJ/WDJK6oZ4h8ZgfN6Vw4bjJAPTp0pW0vLJq25lMJq4c1p0f33gDnwY+rsXpdDWYmXAinmRU1O8FVaVxURgSjzmU7aRdq0QqXC7mLF2EYZz49tFNw1rx9sdvkJyaWocV1rwrJk/hjquu93QZIvVascOBv1W3k6XuKAyJx1h+W3n5vS9nknN4A9PHdjhhW39fG49O7sDL777ErgPH1uzJLyxk+dq1ZGQ2nNtOdj8//O12T5chUq+t3rie3i1DPF2GeBGFIfGYiooKDMPglsuvIssZTHpe8XHPO8qc7E7NYeP+o7yxeA8vLDxE/z6DaN28OQtWLOOdD57HnLWG/3ruKW0nIdKIrN20hp6tok7dUKSGaAC1eEyXWD++nj+HC0aPY8Ko8Sxd+TVXDwqsfD6rsJTXlh5m8qgxXHlFN4IDjz13NDubVRvWcXH3aL7ekMHjd92HyVRPFu8R8QKGYfCfN14iOjKK1i3bEBAQSMfExBoZ0zf/pyX0jPfBYtZndak7CkPiMWO6xbNmbzKvvfVvAn0tTO51/KrMzSKDaBriy7B+AzD/6Rfj8rW/EOfvAIKJjIolITa2jisX8W7OigoKCnKZ3MlOYfZaslOcvLqkhKiYVlw95fKzOmdRSQmffvMFdncW1w5qVcMVi5ycord4jMlkon/baKaPbceNw1oTEVR1LM3AxBCWrPq58mun08mO3dsY2imO77YVcd3FV9RlySIC+NhsPDj1PmauO0pCVBAjuzbjnvPbkZtxgIKiojM+35JVy3ntneeY0N6sICQeoTAk9drgDk05uGsVc5ctZtOOHTz95stc278pdh8rjtIydaWLeEhIUBAPT7ufN5enkZRZAMCkHjE89+YLvP7xu+w7zU1/123eRNLu1Tw4sQNx4YGnPkCkFugvidRrJpOJW0e2xV60i9x9i7j5vCiaRQayPSWPQH87dj8/T5co4rXsfn48PO0+Pl2Xw6YDmTRvEsz/TOnAFd392Lz6a5566UnenvkRSSkp1R6/Y+8eVqz4kRuGJtZx5SLHUxiSBmFYpxhGdImnSYg/ryzcQ1Sb4Tx0x90aOC3iYT42Gw/dcTeHKuJ5ds5O3G6D0AA/Lu7XghmjW5J6eDf/+8qLVWZ8zl22iBU/fc3d57fXz7F4nMKQNDgucwC9Onc9blC1iHiOxWJhytgJDBkykdnrkysfT8oqJKppa97511OVgcdRWsqrH72DKXcHt49sq1vdUi9oNpk0OGaLdn0XqY96d+nGzj07eX7+fixUcEX/ZnSOyOfpV/+D1WoDowKLUcEFPWNo3iTe0+WKVFIYkjqTX1xGSIAvjjIndt8/1iNxud3M/zWVnekOzCbAcOHvayHQ10qov5VhHWMI8PujvbPc4YHqReR0XPvbDM/C4mKeef05Hp3UjiEd9AFG6jeFIakTqdmF3P/hGgZ1jGN7Sj7/NaUzseGBHMkt4s2lhxg/ajLjL+4OHFvQzVFaSmFJCZnZ2fznx6+5dXAMcRFBALSJsLJuy6/06drdcy9IxEukZWSQU1BAdEQE4SEhWE6zZzYoIIAbr7iR9+Z8xB2j2tZylSLnRmFI6sSPv6bzyv/7FyaTCbuvL/988SlC/X2wB0Xw4LQHj9uvy2Qy4W+342+3Ex0RQVzTaXw281WmjT4Whi7ok8C/vp+H1eZLYrNmlStTi0jN+3HxPKyOw1htfuQUl+OosNClU09GDRqKr4/PSY9tHhdHiVODo6X+UxiSWrd85xGsQbFEhIZWPvY/9/4Nq9V6WrNIwoKDKcWf0vIK/HyOHXNxzyjS9i7k7RVw320zarF6Ee929ZTLeOrlJ/nfSzoCx3putyQd4OW31mEPasLgfoPxsdlo16rqYokLVyyjc5x/HVcscuYUhqRWvLpwD07DhwrDRLs2Hblp/NjjnredwR5GH33zJUUF2WQWhNAs8ljvUPv4MNrHh/HrkaQarVtEjrdr/176tgqr/NpkMtGtRRTdWkSRV1zKL9vnkllQxoq1sVx70eWVvUX7Dh1k9/ZV3DW2vadKFzltCkNSK5qG+JKc7cDpsmAYUFZeXm2XemZODkmpqXRq0+aECyj62mzcPKxV5ZihP3M7SzEMQ+uUiNSSBcvm8+D5Lat9LjTAj/N7JABwICOPZ1/7DzGxLYmJjmXd+uU8PLljXZYqctYUhqRWXNS3eeV/b01K4pW3ngZbIJERTSgqLqK0pADc5UQFWIgP9+W5RV8zbvQUenbuWuVchw4fYkq7uCqPAzQL82HxqpVYLGaG9RugUCRSg8rKywmwVpzWWkCtokN5dHIoGXnFpOXs5LELO+nnURoMhSGpdV2aR9KleSSGYZBV4CDQHozdJ/y4NkM7xvGfufOrhKGy8nI27tzFC4aTcDv0bhHMhqR8cksMyisqGN0xnEfefovrhrTj47TDXHvR2e2YLSJVHTh8mNZNzmzMT3RoANGhAbVUkUjtUBiSOmMymYgKqf4Xq9lswmat+unTx2bjXw/8jVYJCfzPc/9h2ZzdPPfYfxMRGoqjrIxX3n+T9nFhdIgPY2tKElt376RLuw61/VJEvEJWbg5RQac/vk+kodI66FIvGIaByeJb5XGTyUSrhAQcZWX4W8ro2Cyiclaa3deXB26fzgN3PMB3vx7lgt7xrNm0vo4rF2m8cvOyCQvUZsjS+CkMSb2QX1JGaEjYCZ9fv2UzQ9uG4+Nbtfu9eXw8kRHRJB0toGVC9QM9ReTM5RfkExpQ9UOKSGOjMCT1gsVsxlFaiqO0lLLy8irPb97+K+3iQiksLq72+KDAICpcbkpLtVWHSE1xuVxYzBoELY2fwpDUC0F2H6J98nn/w+d57tUnmL98yXHPO8tLeXXRfm6/9rZqjx9x3lBmbTxKi/iEuihXxCvYbDbKnC5PlyFS6zSAWuqNi/u1qPzvL1f/yqKfzYwaNAwAw3DjHxhG06ioao9tHhfPk4/8HQBHWRkFhYX4+PjgY7PhY7NhtVg0zVfkDHVo04EdB5Zodpg0egpDUi9d2r8FL85bRZsWrYmPiWHnoVSG9u1z0mOcTiez5v1A8qEdNAvzpazCwOlyU+Z04zIMDAMwmQETbsBsC6RNq3Z8MfdHXvqf/9MeZyJ/0bF1G56e/zXDOsXpw4Q0agpDUm/dPrINr3/3IUfyyzG5y+jdrVe17dxuN3OXLebXLWu4uFdTrph4elPrHWVOfj20my7NowgK0Cdfkb/y8/Vl/JgL+fjn+Vw7ONHT5YjUGoUhqbd8bRbuPr89hmHw7Jwd2KzHv10Nw2DlhnUsXbGQcZ0jeOyCM1v63+5rIzYsgMBQuz71ipxAz85dyczO5MnvVjO5RzQd4sP08yKNjsKQ1Hsmk4kZ4zrw5Ffvc8H4y0lJT2XfgT04SgroneDP4xe0P+tfzou2pWMJaEZuQQFhwcE1XLlI4zB26EiGDxzCj4sXMH/xQTAqwH3sf53jAhndNdbTJYqcE4UhaRBsFjP3j2/Pgs1zaBcTxOjBkdis0ed83gt6N+O+D35hxMBBCkMiJ+FjszFl3IQqjz/76pOMrrqloEiDojAkDYa/r40L+7aosfPtScvly425vPJ/T2nMkMhZ2J+cTEKYtuuQhk/rDInX+nT1ER6Zdq+CkMhZ+mXDaga1a+LpMkTOmcKQ1EuFjnJemLuD1JyiWrtGcIAdi8VSa+cXaezKysrw91PPkDR8CkNSr1S43KzcdYRn5u7jkotv5f2V6Ww6mFWj1zAMgxfnbic6ulmNnlfE24SGhHE0r/otckQaEoUhqRcMw+CtJXt5flEKRlQfHr/nUeKio3n0rgf4fF0GhmHU6PV8rBYyc7LIyKrZoCXiTcYOHcHsjUc8XYbIOdMAaqkXyivcZJf5ce3FV+Byuzl85AjlTieLVyyhf8ugGl3XxGQyccfo9uQXl/HF7HfIKfPh4Wn31tj5RbxFoL8/ffuO4pkfF3HP+e2xmPX5WhomhSGpF3xtFrpEw8rFH2Mxm7CYTFgscHGXSKJDT2/z1QMZeQTbfYkMtlf7vNPlJiWrkINHCzmUXUq+ww0WHyLCImrypYh4le6durBkxUJquPNWpE4pDEm9MaHnmY/hScosYH96AQcySyizRlJamkPr8ApaRQVwKKuYpKxSyg0zmH2w2uw0i2tGi9b96DksnlCtKyRyzt77/CPuGt0Kq0W9QtJwKQxJg3IwI59Nh3JJySuj1GUhIaENHdr2p9uQpkSEhgKwaft2juRk0b53c8bExuLr4+PZokUaMXeFg4ggTa+Xhk1hSBqMgpIy3vk5nVuvup7J0dFYTzAtvkenTnVcmYgXc7s8XYHIOVMYkgYjyO5DaIAfzWO1D5JIvWG4PV2ByDnTTV5pMEwmE7jLPV2GiPyZWQuXSsOnMCQNhtPlxuob6OkyROTPTApD0vApDEmDsWRbGuf1HeTpMkTkTwyFIWkEFIakwfg1pYTeXbp6ugwR+ROLxYbLrXFD0rApDEmD4HS5sfuH1OhK1CJy7oKDgskv0Vg+adgUhqRBSDqaT4uElp4uQ0T+IjwsnJzCUk+XIXJOFIakQTCZTLhd6ooXqW8iwiLJLnR4ugyRc6IwJA1CQmQQyanJni5DRP6iTctW7Ekv8XQZIudEYUgaBJvVQoVTnz5F6psm4eFkFGkVamnYFIak4dCCiyL1ko89FEeZ09NliJw1hSFpMIJ8DLbv2e3pMkTkL8YMG82363UbWxouhSFpMG4c2ppNa77njU/ep6xcvUQi9UX7VomYglvx3rJ9OCt0y0waHoUhaTCsFjPXDGrFuNbw1MtP8euObZ4uSUR+c8Xkizlv2CX8a/YO3G7D0+WInBGFIWlwLGYT4f4WnnztRV589w3yCgo8XZKIAG1btmL4kLH8vCvd06WInBGrpwsQ+V2Z08WetFzSch00CfYhNjyIqGA7ZvOxVafzi8v4ck0ybr9obrz+XoYmJ/H6R2/z96f/l5imzRg6cCgWs4XCokIKiwsoLCqkX48+tGmhxRpF6sqg3n154sXFDO7QVCvGS4OhMCT1wsGMfP45ezuXnj+R+C7xHM06yvZDKWTnZGC4nbhdLoJCIhgz7hqax8UB0KVde5589H/5afVKdu7bxVNvvIbNAmEBfiREBdEsIoBnXl/BfXfcT9sWLTz7AkW8hNlsZtLYC/nHt19z4+AE4iODPF2SyCkpDEm90DI6hC7NwoiNbkqn1q3p1Lr1aR0XFBDAxJFjmDhyTOVjzooKcvLzycnLo2WXHJrFxNRW2SJSja4dOtGmVWs+/nomhWt3MaVXDC2jQzxdlsgJKQxJvXHX2HZ8vOI7NmzdxLVTLsNisZzVeWxWK9EREURHRACJNVukiJwWu68vt155PSUOBzO/m8XPew5w7eBWni5LpFoKQ+IRT367BXtQJGBQ4SzDbnFyXptwrhncil0pefzzxX9zy1U3ERsd7elSReQc+Nvt3HT5Nfy4ZBFr9u6lXxv9TEv9ozAktc5R5mTmL4fAZKJrfBA9WjYhPMiPq666iUB/fwAKi4v5ZeN65v6wnEcmd6K0ooI3P/uIv9/zgGeLF5Eacf6wETzz6jqFIamXFIakVmUVOHh50QFuueoWXG43m7ZvZfmSfeQVuMkrKKgMQ0EBAYwZPJSKCicLNm9jTVIp/z3jIQ9XLyI1xWw2Y/EJxDAMzTKTekdhSGqV1WLCZjbxxbcfE+Tj5nBOKY/f8zd8bLZq248bOoIPv85i2nVjMZu1DJZIYxIWGkFucRnhgX6eLkXkOApDUqtCA/x47MKOlV9vOpDJklUrGDd0RLXtzWYzN1xyRV2VJyJ1qKAwjyC/KE+XIVKFPnpLnereMpLtu7Z6ugwRqWOOsjLKHXnYrGc3S1SkNikMSZ0ymUxUlDswDO1dJOJNPvnmcy7rG+vpMkSqpTAkdW5Mp3A++OozT5chInWktKyMwpwUmkcFe7oUkWopDEmd69EykhhbNv9+7Xl2H9jv6XJEpJbtPnCAjjEBxz22NTmHZ+fu4ZUFe9RTLB6nAdTiEWO7xdE1oYhp//4n4SEhdO/QnjYt2+Jyuzl/6HDNJBNpRBavWMi0ocdvi7NqTyYTxl3Gx7M+9VBVIn9QGBKPCQvwo2Nia/p068HGzWspyEwit8zC+GHVzzQTkYYjOy8PAH8/P6yuYvx8jv9zc9Ow1ny6fBbjukRp3SHxOIUh8Rg/Hyu9Euxk52Rz1013UVRSgp+Pj34xijRgufn5vPnJO0T4OskvdpBWZOHmQVU3S7ZZLVw/9PQ2ZBapbQpD4lEX9W3Oih0prFy/miljJ3i6HBE5R1/N/R47xVzWvzVBdh8WbUmhY7NwT5clclIKQ1JnVu/JYPHufOz2AIyKcixGGWH+VpLy3Dw0dZSnyxORGnDrFdeQcuQI78+djak8l4t6azq91H8KQ1InUrIKWZtm5m/TH668DeasqCC/sJDwkJAzHjDtcrkwm826pSZSD8XHxDDjpjvILyzkP2+8yH9f0BYfLbYo9Zim7EidmLU+jVuvvP64x2xWK5FhYacVhDKysvh15w4AFixfysV33k5yWlqt1CoiNSMkKIjRg0ey+VCWp0sROSmFIal1FS43W5OyeP/LT5n+Pw+TnpkJgGEY5OTlkZqRcdLjy8rLeeXdlzm0ZR7/evEpXvv0Yy4aNZLmcXGs2rieNz95v/KcIlK/dGnfgTX7cz1dhshJ6TaZ1DqL2cQ/LuuOr82CX59evPf125S5zZgMg7AACzaziXzCmHrtzdUef+DwYfonhjK+ZwLx+47SuePljDpvMP95/UXi/Es4klFEZk4OTaO0AaRIfRMeEkK2w0yFy43Vos/fUj8pDEmtM5lMNA37Y/XZaWPaVWnz5uI9ZOflEREaWuW5oIAAistdABQ4yolPjGXBzysY2srC0p3ldOjUn/zCAlwuFxaLxiWI1CfpmZnYDIeCkNRrendKvXBh73je+/wj3G73cY8bhkFWbi7lFcce7982mp+Xf0dpxlZ6torm1uGJdPBPZdb3M8kvKjrh+YtKSti0fXutvgYROV5GZiZffD+LFTsO8+zCVF5YnMpTc/bzw4ZkT5cmchz1DEm90CTEn5FtSnjq5afw8w/GbDLjcrtwOgpIjPLj4r7NAfD3tTFjXPvK42xWCwu3ZXLB+RcRHhJS7bkrXC6ee+slAsylmEwG/nZ/5i6Zj+GuwG1Au9btmTBidJ28ThFv4Ha7efeLjzGK0ri+f3OGtOzPqhQrt155HTarlf978T+M667bZlJ/KAxJvdGjZSQ9WkZWfm0YBiZT9WuUGIbB0u1HWH2olJuvvIPoyMhq2x05epS3PnmbK/s2pbyigv1pqSxesYinrurDt+uSSS32oVeX7rXxckS8UonDwfPvvMqkzsF0ad6WMqeL7i0isZpz+NcLTzB53EX4WyoUhKReURiSequ6NYQ+W3mQ9GITBhZ6duvNoxMHnnStoY9mfcwD5yfi72vj1YW7ueaqq8jKzuTvX27g6ktv4Ip2HWrzJYh4ldSMDN766E2mjmyB3dfG/3y5idmrtvLpfRPonBBBu9gQFmxewBX9tBCj1C8KQ9JgpOcWU+YXy73XXHla7Q+npdHUvwJ/XxsADrcfwYGBtGvdntSkbezev4cuCkMiNea9z97l4UntyMgr5tGZmwjwtfLTPy4nJMAXOHZbe0Kv5h6uUqQq9VNKg7HnSB5d2nc57fYzv/uSC/skAOAor8DuHwRARUUF47on4FdyiG/m/VgrtYp4I5sF7D5W3vnpELHhATx7bZ/KICRSnykMSYOx80gxbVq0OK22m7ZvJTHURbDdBwBnhYucvFycFRWsWr+S7q2aMLFXM3ZsX0teQUEtVi3iPTp37MW8X1MY3j6KqSNbY9MWHNJAKAxJg3Ew00FQQAB5BQWs2rCetBOsXF3udPL9/Nlc2OeP7vhgf18u6h7Gv1/6F92amnn6++1s3H8Uv8AIQoOD6+oliDRqE0aOId/aDJdhEBcR5OlyRE6bwpA0GBf3juXfL/+LTz97CVf6L3zw2Rvs2r/vuDalZWU8/86rXD8oHrP5+IHVHZuF89iFnVm+t4A7b72fZFcC11x0euOPROT0XD5pCrtzfUnOVI+rNBwKQ9Jg9GkdxY2Dm7MnvYTV+3N5aFJHZn33KRlZWaSmp/Pqh2/z6tvPcFHXIJpHBVNUWs73G5JYtfsIhmFUnqdpRBjBgYFcOHY80drCQ6TG3XLl9by74jAFjnJPlyJyWjSbTBqUILsPrZoEsPDXA8wY14G7x7Xlw1lvEmS3cWWPOMICjy3IaBgG//h2B9dfeh3pWUf5v2+X0KaJH1cMbAmGy8OvQqRx8/P1ZcZNd/HWFx9icjnoFh/IyC6aTi/1l3qGpEGx+1iZMa49ropyzGYTgX4+TBvTnmsHJxIW6FfZzmQyEeLvi7/dTpsWrejaqSfrD+ZS4XKD+7d9zoqKeOOT99myU9t0iNS08LAw7r/9bu6d+jCmyG488f1etibleLoskWopDEmDNOfxC7GdYgXb+BALVz9wP1PuupNI136evrrnsdktv/UMLVi+lKEJTuYumVsXJYt4JZPJxIiBg7n12tvYeEhhSOonhSFplFbvycAW0Y6fP5vJ8o8/YcmuPADcboOisgoADiXtITTAD18/fw9WemwT2S27drHrwAEcZWUerUWktixfs4r+rcM9XYZItTRmSBqlVXtzmDH1NgDsfn6MHDKWBVtWU+Z0M3b4BAAsVPD2soPcO/XBOq3N7XZTVFJCUmoqC3+aj4+7mPYxAZRXuFmyyEGZy4xh9sFis3PjZdcQHBhYp/WJ1IaklENcNDLG02WIVEthSBqlXi2C2bBtC/269QDgvN59+X8/L8HXambypd0pdjjwtxm0jgph1fo1jB487IzOX+50UlhcTEFR0bH/LyykoCifwqICCgoLKCkpAcOFYbjAcB+7NWe4MRluTLgJ8LXQNMSPqUNjsPsc/2PocrvZnpzNF2tTKHE4FIakUTjZHoIinqYwJI1KQUkZ/+/rbbSP8SeIpMowlJOXh6+5AismjmZnM/+nxQzvEEXb2DD+9d3PDO47AD/f6rcN2L53D3MXz8GK81igwY3NDEF+VoLsVoL9LATZrSTafQiK8SE40Rd/n8Aq6xydjl2puXy+LpP+vfrxyPRrCfT37C08kZpiNplxud1YzBqdIfWPwpA0Gkdyi5j25k/ce9Pt7N++jN17tpKdN4yDhw8ze/5s7h/XCqvFzCufvErr6CDaxh7bt+y6gc14+o2XuOuG245bjTorJ4d3Zn5Am3CDGSOb4VMHWwsczCwmwM+Hg0kHGDtkeK1fT6SuhIWGkV1YSpMQBXypfxSGpNGwmM3cNqYLe7YupWNcMBf2jueDT16me/NQHpnQhgC/Y7vXPzyp03HHxUcGccsgM5989ioVWDEAt8tNsK/B7UOaERrgV83VatbmQ5msPZBHQZkJi9VOcJC2CJHGpXP7zmzdu5iRXRWGpP5RGJJGo0mIP+f3SDjusXvGdzytY5uGBXDnmLa1UdYpPT5zPe079uaiiy8nIjS0yvMpR47w47Il3HDxpfj6+NR9gSI1oHPbdvx7/teM6BKn8UNS7ygMiXjYrSPasnDbXj75bBduAzCZj/2PY2Ms5q3dwvC+/bBZ9eMqDZfNamXweaOYvW41F/ZtfuoDROqQfruKeFjzJsHcMqLqbTGX283TP+zkmYf/RtcOp9fDJVKfDek7gBe3byW70EFEkN3T5YhU0rB+kXrqvWX7uWDCFQpC0qgM6T+YDQeyPF2GyHEUhkTqoYy8Yip8o2jfuo2nSxGpUUkpSbRqorWzpH7RbTIRD3K53Xz1ywEm9mqOyzB4a+kBQvwsDGobQWhIhKfLE6lxjlIHTl/D02WIHEdhSKSOVLjc7EzJZm96MYdzS6kwrIT6ulm45TDbjxr4WOCGy27ki1lv0z4+nNm/7vZ0ySI17pLxk/nnC0/yWGwo1lNstixSVxSGpEFLzy3m45XJmM0mLusbR3xkkEfqMAyDrUnZlJS76N82uto2v+w+wqpUHy4bfxmTY2KwWizsO3SQnWlv4UcJzZp1IjY6mqCIBDYcyCQm2MLRnByahGtzS2k8rBYLF4y7kDmbFjK5d8KpDxCpA4rl0qC9v3w/l0y5nmm33M/MjQXMXLmfz1Ye4Lm5u3h32V6SjhbUSR0vzd/NYaMlub5teer7HZSUOau06Z3YhFZBRXzx7cd8NGsm5U4nrVu05G93PYjJJ4hlq1eSk5/PLVdcx+7CCH49lM2WnTvqpH6RutS9Yye2ZzhxutyeLkUEUM+QNHDTx3bg5a/fY9DAsdx/210cTEnBz9eXmKgocvPzmbdsEd9u3M2MsW1rbaG39fszadayGxNGjAagZ+du/OeDV3lgfLvKVa8B7L42Lu3fEoADGXm89O7r3H/7dMLDwnj0rgeOO+dVF17ClRdcXCv1itQHE0dP4vv1c7ioXwtPlyKiniFp2AL8bDw0sSN5Sb/wxMv/Ib8gn9gmTTCZTISHhnLVhZdQVGGjpKyi1mpYsD2HC8acX/l1dGQk0264k6fn7KbQUV75uGEYrNqVzovzdrEztRCzUXrS85pMJq3UK41Wl3bt2ZPlprzC5elSRBSGpOEzmUxM6NmMh85vRerORfzzhSdZt+VXDOPYjJWSojx8bLWzyeretFzatO6I+S87cUdFRHDXTdN5Zu4+ftmTzvp9R/nX7B2UhnTl9psfIKz5APwCI2ulJpGGwuZjp+hPHxhEPEW3yaTRsFrMTOyVwPk93Czcspx/LZ3HyCGjuebS63ni+1n0a+nP2G7xNXrNbzceYdotV1X7XERYGP91z6P8tOYXSgyDB+/qj4/t2G2zgb37MrB33xqtRaShMeEmLLD2N0IWORWFIWl0LGYz47rHM6arweJtq1icVIzNZsPuU7Nv93X7jtKmbU8C7CfeVsBisTBi4KAava5IYxEZEUV2YSmRwdqaQzxLYUgaLbPZxOiucYzuemy8Tk2Ov0nOLGDRnmIenjquxs4p4m1sVisud9WZlyJ1TWOGxCvUZBAqdJTz3soj3H/bjCpjhUTk9LkNA9AkAfE8/SYXOUOfrDzE7dfcUjn+R0TOTnFxMYF++jkSz1MYEjkDR3KLMPya0DQqytOliDR4xSVFx63FJeIpCkMiZ+CzX1K4esplni5DpFEwXJpWL/WDwpDIadqdmktMfDuCAwM9XYpIg+coK8NKmafLEAEUhkRO21frj3DJ+MmeLkOkUdi1fz+dYwM8XYYIoDAkclpW7c6gd8/zsGnQtEiNSEtPJTbc39NliAAKQyKn5UhuMSFBIZ4uQ6TR6NK+E6v2Znu6DBFAYUjklA5nFbIr20TX9h08XYpIo5EQG0upJYJ9R/I8XYqIwpDIyRiGwfs/H+aB26bjf5JtN0TkzN161Q18viGb1JwiT5ciXk5hSOQkvttwmHEjJuDr4+PpUkQaHZvVyv23zeDtn1LILnR4uhzxYgpDIieQV1zK3hwzfbr18HQpIo2Wn68v991+N28sPeTpUsSLKQyJVMPtNnhl4T5uuuxaT5ci0uht3bkNH7Ph6TLEiykMifyFy+3m2Tk7uHjSlYSHhXm6HJFGb8UvS3lgYkdPlyFeTGFI5C/+8fVmzh93Ge1bt/F0KSKN3pHMTGJDLJ4uQ7yc1dMFiNQ347vHMnf+LBYutYPhBsMADDDclLpMTDn/YtolJnq6TJEGzzAMPpr1KTf0j/F0KeLlFIZE/qJP62j6tI6u9rlv1x5CIxtEasacpYsZ1MJGkxCtRC2epdtkIqepwuVm2xEH7Vq18nQpIo3Clu0bGNC2+g8eInVJPUMip6HM6eKZOTu5/MJrMZlMni5HpMHbl5REq3CLfp6kXlDPkMgpFJc6eeqHnVx3+a20adHS0+WINApzl8xjfI94T5chAqhnSOSk8opLeWH+fqbdcCdRERGeLkekUSgtK8NZkk2QPcrTpYgACkMiJ/XC/P3cc9s9hAQFeboUkUZjX1ISCeHa4kbqD90mEzkBl9tNaGikgpBIDXOUllBUpnmZUn8oDImcQFJmAcFBIZ4uQ6RRWb/1V9atnsv1QzQrU+oPhSGRE/h8bQZXXXiJp8sQaTQ2bd/KmlVzmDqqrWaRSb2iMCRSjdyiUiIiYvD10bgGkZqQV1DAvIXfMm10OwUhqXcUhkSqMWttMhNGne/pMkQaja/mzObGIS0UhKReUhgS+YvdqbkY/jHERWtlXJGaYBgGOZmHaRoW4OlSRKqlMCTyJ/uO5PHVplxuvOwaT5ci0mjsPXSIdk3tni5D5IQUhkR+U+Z08cKCfTx0x91YLRZPlyPSaPyyYTX9W2uBRam/FIZEfuNjNRMTHozNZvN0KSKNSmZmGtGh2ple6i+FIZHfGAY4yl2eLkOkUXGUleFrKvd0GSInpTAk8pt96Xl069TV02VgGAZ7Dh7kUEqKp0sROWd7DhygfVP1Ckn9pr3JRH6z6VAeA0eM99j1K1wuflg0nx27NrFs0y6eefQxj9UiUlNio6PZvFY9Q1K/KQyJcGyRxW2phVzWtKlHrp+emckbH77BBT2b0Oe8eKKi4unSrr1HahGpSVHh4WQVVXi6DJGTUhgSr1JQUsZXa5PJcxj4WQ0Cfa2k5lcQGRXLHddP9ciCcBmZmbz90Ws8NKEddl8bj81cz01X31HndYjUhozMTML8NTtT6jeFIfEaq/dksGh3IbdceRNNo6IoLSuj2OEgPCTEo6vibti+hUv7xmL3PTaL7f6JnXl99mf8bfrDHqtJpKZ8v3guF/SI9XQZIielAdTiFcqcLn7Yls/f7nqAplHH1jvx8/UlIjTU49sDbN+1lYSo4MqvwwP98PfRJ2lp+FwuFzlZqUSFaAC11G8KQ+IVzCawmQ3M5vr1lt+1fx/NglzYfY7vpHW7PVSQSA2as3QRozqEe7oMkVOqX38ZRGqBo8zJU9/v5IZLr/V0KVXM+vFrLu6bUPUJt2bfSMPmdDrZun0dPVtp5Wmp/zRmSBq1vOJSnp+3j6nXTyU6qn79Uv5l43p6N/PDZj3+ltiBjHwqLNrQUhq2WfN+4KKenpmdKXKmFIak0crIK+b1pcncc9s9hAYHn/qAOlRQVMSiZXN47IJOVZ7LLCglKjKa3IICShwOktJSSU45RMbRDHx9fencvgs9O3XG366NL6V+KnE4SD60gysmdvB0KSKnRWFIGqVDR/P5eE0mD027H7ufn6fLOY5hGLz8/uvcOSoRs7nq4O1+baLxT8rmm1mvEeBjJSHCj8GxQTTtGIWjvIJtSWt56/2FmHzDmDBqAokJ1dxmE/Ggz7//hsv7xXm6DJHTpjAkjc72wzn8sL2Ih6feW+2mqwVFRXw0ayYut4vIsAiumHxRnQ6s/uTbLxnXIYjwoBP37HRpHkGX5hFVHg/086F/uxj6t4uhqLScH1Z8yRc5Lnz9Q+naoSOjBg6qzdJFTskwDI6mH6B5n46eLkXktCkMSaOyZu9R1qSaePD2GScMOIXFxaSlHeL+iR3ZsD+FFevWMrRf/zqpb9P2rRiFSfTsnnjGxzpdbo7ml5CeW0x6XhnpBWUUlLqxmC04nU5axauHSDwvMzeX2FBfT5chckYUhqTRWLQljeTSUKbfcPVJ1w6Ki47mwWkP8sYHL9M8wo/zEprXSX05ubnMWfANj06uOk7oz/an57F2fy6ZhWW4sGAy28Bsw2LzoUlkE2KatKNN62gGR0YSFBDg8XWSRP4sIyuL6GAfT5chckYUhqRR+GZdEq7AVtx0wQWn1b60vJzUnGImdY/m02+/YMyQUbRKSCAkKOiMrutyuUhJT6d53MnHR7hcLl758A3uHtOm2nFCv9uWnMPiA24un3gdkeHhWC1afFEalgC7nZJyLZQlDYvCkDRohmHw4fL9NG3Zm7FDR5yy/fa9e5izeA7hPmX8/eLOhAf6ERHkx44Di3l7SR59+o1mSN8Bp3Xtrbt38c2cWWCy8t/3nHzrjPe//JSLukcS7P/H7YOcQge+NisBfn+Ma/ph81EeuPNhhSBpsGKaNGFubpmnyxA5IwpD0mC53QavL9pD996jGNirT7Vtyp1O9iclsX3PTvbs20HHpj7MGBGPr+2PsBEd6k90qD/DOsXxr9mLaB7bjObx8VXO5XK52LJ7F7+s/4XiwmwSI2xc0bcpiw+cuEaXy8XshfMIMTLplNACgCO5RSzZnkFSvoUoezm3jmiLs8LF9xuSad++u4KQNGh2X1/K3FUnLojUZwpD0iA5XW6en7OTsaMvpmuHqrNWtuzcwdwlc7CbnbRuYqdXXAgXT2x90vE1JpOJe8a15ZulM5lVZIDFF7PJBBi43S6oKKVLfADX9WlCoF84S7al8d22Yu6+eRppGRms3rSerOxMikuKMOECtwtXRRlD2oZhjw3kjcV7KCi30rRpM4YMv5Kr4+P5YdF8nl2wC6vNl/P6jKZn5y61+F0TqRv2wFCKSssJ9NPYIWkYFIakQXFWuNh+OJsffj3KlZdcT2I1g59LHA5+nD+LhyZ1wHKGU+YD/GxcM6jVKWt4ds4OunYbzAOThpJfWMjbH7/O9YOaE9ncjr9vEOUVblbvSWdDUik/7XfQsX0Xrrj8yipjkiaOGgujxp5RjSL1XdvEdhxI307XFvVr1XeRE1EYknrPMAx+3HiYXUfL8fELokPbTky/9epqBztXuFz8smkD47pEnnEQOl270/LILjETHxPPwcOH+eDLj7h7TBvCAo8t7rjvSB6frEln3PDzmT62c7VrHYk0Zk2bNCVl6wa6eroQkdOkMCT1WlaBgzeWHmD4oLE8cEnfE7Yrdjh44+N3KC7IIj2vlCev7H7c84ZhkJFXQnSo/zlPRe+cEMGDEQGs3PQ9pRVu7h7dgrBAP/KLy/h591G2HTV4bIYGQYv3spjNuNyGp8sQOW0KQ1IvOcqcfLU2maMOX6bfci/BgYGUOBykZ2WRnpVJRsYRjmSmU1ZaAu4KjIpSrh4YT3RoLBUuN1bLsV4hwzBYsPkwaw8W0Lx5OzKOJmE1SmkW7ofNYsJmNmG1mLGaISEygNYxYaTmFPHeihQCA4IANxhuTIYbw3DhrijHafLF18cHEyYwTHyw6ghuk5Xg4DD6dh/D+Ivaa+0f8WputxvLSZaQEKlvFIakXlq1O501B/JoHRvFux+/DkYFdhtEB/vSNNhGj7AAxrUMwu4TVuXY34MQwPvL9xPZrAfTb+lXuVmr0+kkLTOTCpeLiooKnBUVVLhcrN61je827iC/DB6560HsvlVX0XVWVGCz6sdG5GRcCkPSwOi3utRLI7rEM6JL/Dn1sKzanUF4XBcmjRx93OM2m43msbFV2ndv356CoiL8fH3xOcE4HwUhkVNzu90oC0lDUne7U4qcAZPJdM63mtYeyGHiiDFndExwYOAJg5CInJ49+3eTEBno6TJETpvCkDRafjYLZeXlni5DxKu43W727d9B65hQT5cictoUhqRRcpRXcLTIwN9u93QpIl5l7rLFjGgf6ukyRM6IwpA0SkWOcppGVx0XJCK1x1Faypata+jXJtrTpYicEYUhaZSiQvzJz033dBkiXuXTb7/kqgFV9/UTqe8UhqRRKnCUs2lPEi+88ypbd+3wdDkijV56ZiZlBSk0jwr2dCkiZ0zzhKVRMQyDlbvSyS4u544xHejeIox3Fs0iLDSc+KZNPV2eSKP10axPuWNIS0+XIXJW1DMkjYZhGDz9407KQ7vRpf8l+MUP4eMNxRw6WsC23Ts9XZ5Io7V55w5ahboIsmuXemmY1DMkjcZnKw8wYthkenU5tj1kq2bN6NutG8UOB2WlpR6uTqRxKnc6+Xbu1zx+QXtPlyJy1hSGpMFLyizgq7UpdOzcvzII/VmA3U6AptiL1Di3280rH7zFDefFYzHrRoM0XApD0iAZhsHafUdZuiuHuPg23HrDPQQHasVbkbpSWFzMs2+8wJSeUTRvokHT0rApDEmDUlpewdxfU9l1tJy+PQfywJ0DsVosni5LxOu89el7TB2RQJMQf0+XInLOFIakXtp3JI+F245S5jKByYzJZAaTGcPsw9hhE5nSuo2nSxTxWlt37yQhsExBSBoNhSGpd9btz2RtqoXrrp5OUECAp8sRkb/4bv73PDS+lafLEKkxGvEm9Y6j3EV0VBMFIZF6aOO2LXSP88Fm0Z8PaTz0bpZ6Z0iHpviUHOS5t18hIzPT0+WIyJ8sW7WMMd205YY0LrpNJvXS5F7NyC8uY9YP75JXagarH60SEhk1eBiB/hqnIOIphrNYvULS6CgMSb0VEuDLTcOODZR2uw32pR/hmdef56E778fu6+vh6kS8k8Xk6QpEap7ivTQIZrOJtrFhDEoMYNf+/Z4uR6TR2rprB3f+10Os3by5+gYmpSFpfBSGpEEpcbo1sFqkluw6sJ+fln1D/zZRNI+Lq3zcMAyKSkowDANMWtdLGh/dJpMGpcDhIkgrTYvUCldFBbklLuLDzHw48y2sNl9MRgW4Xfj7mEjLrwDD7ekyRWqcwpA0KAUOp7bdEKklndq2o+2Mv/Hc269yae9wWkaHHPd8blEpD3+0EujsmQJFaoluk0mDUup04+fj4+kyRBotm9XKPTdP5ZNfUqs8Fxbox5tTR3qgKpHapTAkDYrdx0JBUZGnyxBp1HxsNjp26MHu1JzjHi8qLaeotNxDVYnUHoUhqXOGYfDEt5t5ft5eXpq/m8z8ktM+dkTHKOYuW1SL1YkIQHBgEIUO53GP3fjyIn7ZdcRDFYnUHo0ZkjpnMploGhrAgCFTKHaUsn7PEs7vcfKFFNNyivho5WFsfkFMHDWsbgoV8WIRYaEs3eFk4Y6d3Dy0OfnF5exNzWJYZ60+LY2PwpDUuJxCB+sPZNO9RfgJd7W+dnAr/vntTPr3GUx8uP2k5/t27SFKy52UVkCfzj1o2yqxNsoWkT/p0akrPTp1pbC4mFffeY79adncObEfNqum1kvjo9tkcs4KHeX8tD2VF+ft5pl5B/l2p0FU21G8sjiJQkf14wusFjP+dj9aJrQgKevkt8n8fMz8mm7g72Nmza8bcLs1tVcaJ8MwPF1CFUEBATSNbc3Ua28h16GfPWmc1DMkZ23+5hQ2p5YSHBJJr65DuH1MB3z/NNNrxeqf8LNV/ykyI6+YyMhY/P38KHWe/BfswLbRbM/MolPbjmTmZJFXWEh4SMhJjxFpiF58/x3GDhlK+8Q2ni7lONdfcgUAB5IPsPnQEbq1iPRwRSI1Sz1DclZW78kg39ach+58iDuuuYk+XbsdF4QAKsqKq+1SL3SU89riQ1x0/mR8fXxwlLtOeq1gf1/6J1jxL9nFqBZlvP/xy3w15zuKSkpwuU5+rEhDEhEazBufvOfpMk7owjHjmb05hyO5mtEpjYvCkJyx4lIni3cXcun4ySdsU1pWho/JWeXx1Jwinp6zh+k330VIUBCRYWHsTCuguLRq2z87r100QzrE8MvebIrLKggpP8Bnn73EK28+xRMv/ov1W38915cl4nGtWrSmuKiAzJycUzf+i/TMzFq/hWyxWHhw6r28veIIh7MKa/VaInVJYUhOi9tt4HYbZOSV8NzcXdxy5Y2YTrJh4+4DB2jX1J+colK2JWexYPNhXpy3ix93uXlw2gNEhIUBx2aW3XXTXby7Oo8nv9/Fun1HT3jOHzYcxq9JF/amZtG6aQj9E0PpEBNAfKiNf732qtYfkgYvLropiTGhrFj7yxkd5ygt5bb/+hvlzpN/qKgJdl9fHp52Hx+uzuRgRkGtX0+kLmjMkJxSUmYB7/+cRkhIKBFhEdx8zVSio6JOekxsdDQLlptIdUJs03bEdoyh/6jYarfSiI2OZvqNt+NyuViwYhlP/biBQJuLjrEBhNht2H2s7EwrJN8czY3DR9GzczeWrlpOVGQTmnaMpltkJFddHYLFolku0rA1iYjAx8efzds3MXHkGHxsthO2dbvdmM1myp1Onn7jBdrGhle5VV1bfGw2Hpp6D//9zD954rIudXJNkdqkMCSn9N3GI9x/xz0E+p98LaA/iwoP58HbZ5zRdSwWC+cPG8n5w0biKC1l5/79FBUXkVlaQpseMXRp1x6AplFRXHnBxWd0bpGGwO7rS2BYHAPCC3nipSe5/rIbaBHfrEq71IwMnn79WZpENMHsLuPCbhEsPRB80t7ammY2mQjzP3FYE2lIdJtMTsmEwY49O+v0mnY/P3p26sSQvv0YO2R4ZRASaeyuuOAS1h0q5G+T2vPB5+9We/s3MyeHid1jeWR8C64ZGMes9Ue57uKr6rTO1Zs20r9VcJ1eU6S2qGdIqthxOId5W9LpnxjOwPZNCfCzYbeffq+QiJy9oIAAyt1WbFYL00Ym8t7nH3H3zVOPaxMeGso/F2xn+c50SvHn8en3YTKZ2LJrF/sO7SclLRkfmy/9evajS/v2WGvgFvJXc2aTfjSDO6+/FZPJxMp1P3Pf6Kq9ViINkcKQVKpwuXlx/m4SWnYhrEkAcRFlAOSWGHRp18HD1Yl4h4KiIgJ9ji0ZERXij7XiMAVFRceNtwsKCOCRqdPZtOZHrBYzb33wIoE+JlpF+dOzaRCTW0fhKK9g7d7FvPTTd7jMfrRu2Y5Rg4ed8nb34bQ03v/yQw6lHuGem26nS/uOLFm1AmvRAYoLSjAMg8LiYgItpVgturkgjYPCkFSau+kwvXqPZGi//uzYu5uZc7/gvvPbY7idGIZRp+MRRLzVz+tXc16b8MqvBySGsW7Lr4wcOKjysbDgYPYe3E+3ZsH0adO02vME2X0Y2TWekV2PrWy9Jy2NN959ju7dBzFy0NDKdm63m/nLl7Bz9w5wOYgKNHNht3Cmr9vKq598ROv4GKL8SumaEIrDtxlms5mPv/mcyT1ia++bIFLHFIak0uiucbyybC1D+/WnY5t2BPjfyHPffUFCQjsFIZE6knE0nYRoyMgrITrUny4tInl56fFhCGDHgQNsKc46YRj6M5PJRLu4cNrFhfPJz+tYYjYzYuBg9h46yGfffMb5ncO5d3TccT/nS/73IszmP75+ZcEuzht8HvOXL6GpTwHxkc1r7kWLeJjCkADgcrt576f99O0xrPKx5nHxPDT1Po/VJOKNxg0bzaoN63h/+SqevqY3NosZV3lhld7Z7Nwcbhp05mN2rh7Uii9Xr+fZLWsI93Pz6MQ21a4U/+cgBHDHqLZ8v2EBgb42LuqrICSNi8KQAPDC3J2MG3s5Hdu09XQpIo3W1t07WPjTYux2f8aPGEfzuLgqbZpGNSEp5RDXDGpR+VhsiI30rCxioqLIyMri3ZkfcFHPaHolRp9VHZf2P/MwYzGbubCPQpA0TgpDAkBYgC9No5p4ugyKSkoodjgoLy+nvKKC8vJyypxOysvKKHc6KS8vpay8nLLyUpxOJ2XlZXRo3Z5eXbp6unSRkyooKiIjM5NOTQwGtA3g0Vef4e/3P05UePhx7b6dP4cBCRa6/2kz1PyScgC+mvMdqYe2cdeIVgTZ62aBRRFvoDAkAHSJD2Tbnl0M6dv/lG2TUlJYsGIxhfnZtGzRhinjJgF/rIh7KumZmWzeuZ3d+3ZhGAbhYeH06dab9omJ/P25p+jZPAgfqxkfixlfqwkfqwlfqwk/q4VgqwUfmwWbr5l5v6aQ47Rz/rDR5/z6RWrTzO++Jid9N3klLhZv3MkLtwynT48+VYJQcloaqYc2M2XssXW1XG437y7bT1CTtrz58dtM7hbBJedrzS2RmqYwJACE+PuSUVz93l4zv5tFekYKdv9gzh8+ls+++wofVz43DGvDL3sO8O2COaSlp3E4NYmbr7yJ1i1aVh5b7nSyc98+tuzcQmbmEXCV0iTISrdmQYwYHIHZbCK7sJSV62cze76Zvt170j00i7axYfy88wi9WkVi9626ym1+cRlJuW6efOT+0wpgIp5SUFTEkcO7uHf8sRAzbVQrXliYxOMzbjyu3cHDyXz4xXs8PPGPZSxeW7iPESMv4rsF3zNjVHPCAv3qtHYRb6EwJACEBPiSdSSzyuOZOTks/GUNoztFMLZrFHMWfwIuA5+QBO5+fw2v3DyAn3ftY2AzPzoP7MY/v/6Uh+98gO8XzSM5eS82nHSI8WdMywiieyRUe+0mIf5M6duCXak5fLstBXNBKa2bhjJvRx4/7SumX3M/2jQNJtBuI7eolIw8BxmFTkpK8nn+/Xe576ZbavvbI1LJUVpKelYWRzKPknH0CEeOplNWWgLuimPLUGDBPzCUVs0TyS/IZ8/erUwb+ccHhI0HsnGbfHnx3dcw4cYw3Lgryonwh79N7lg5mDkjrwRzQBNy8/Po2MSiICRSixSGBDgWSA4c3MqvO7fTrlVrdh/Yz6KfFhJiK+XOkS3x97USFujH1YMSMQyDw1mFtA1uid1mYXyP+MrzXDcwjidf/BcX94nn0nGtzqiGdrFhzHz6Ixb8/RIOZOTRu2tPLhg9jrWbf2VjehpFqUWEhTQjOr4pvSIjOf/CCOy+vjX9rRABjvXofLdwLlk5meB2Yric4K7Az2oQE+JH0xAbPcMCadIiCLtP2HHHFpc6OXR0D20jbVzWqeNxz7WLCyGxqZuEyKCTLlkRGuCLpSyFXVuWcdOwxFp5jSJyjMKQVHrswo4s3LyQVcu/I7GJP9NHxOJrqzrl1mQykRAVTEJU1X2JWkYH8/dLup3V9U0mEz8+PoUmIf4s2ZbO4NETMZlM9OveA+hxVucUOVPlTidf/jibjNTdXN4vnthu0We8zlaAn41OCZHVPhcXHljt43/la7Nw+0jN7hSpCwpDUsnHamFCr+pvZdWFXSnZtIs7NqA0raCC2Caen90mjVO504mP7fixaIZhsGDFUtZvXMWlfWJo201b0Ih4C4UhqRf2p+dx34e/8Ondowjx9wWrv1a9lhpXUFTEW5+8S37eUcaNuoABPXvz45KF7N63A8PpYGDrUB67oOOpTyQijYrCkNQLP/yazqh+fbBazOxPz6dlc42RkJpV7nTy9OvPcs+YRILsMTy78GcqXC6MnO3cNzpB4VvEi2lOsnhcoaMcfMKYMGIML8zdycpdafj4aGC01Kyv537PNQPiCA+yY7NaGNzKTtLOFUzspSAk4u3UMyQelV9cxisLdnPlpTfTslkzpt1yPwcPH6ZFfPypDxY5A7n5uazPz+GHXzOIC/VhXLc4BrbTuDQRURgSD8kqcDB/SxoZpXZuvu4uoiOPzbwJCw4mrFMnD1cnjVGX9p0pd5Zx5YDBJKWm8tGiOVSUHGRK7ziaRwV5ujwR8SCFIalVLrebgxkF7D5SwIFMB07DChZfIsKjOG/wJcetVi1Smwb16Vf53y3i47nrhtvIyM7mu2/e4taRCkMi3kxhSGpFgaOcb9clc6TITLs2nWjffSijExKqTGcW8RTDMJizZAH9W4efurGINGoKQ1KjUrIK+Xp9Kia/CC4Yew0JsbGeLkmkimKHg1c+eJOBzW10ad7U0+WIiIcpDEmNKHO6mLnqIKW2Jtxw7QyCA09vlV0RT/h2/o9c0j2IVtGhni5FROoBhSE5a8WlTmatTeZoiRk/exCjhlxM+1ZaH0jqv/yCPOI6hni6DBGpJxSG5Kwt2ZZGy07Dua53b0+XInJGysvLqt13T0S8kxZdlLMWFmAl9chhT5chckYMw8BZXurpMkSkHlHPkJyRCpebL1cfIqXARGKr9lw0eoynSxI5bQtWLGPDxpUMbqsZZCLyB4UhOSM7U3LYluFm6lXXEh8T4+lyxMu43W6m/vej3HHlNfTo9P/bu9PoqsqDb+P/M2Um8zyRkBECJgiCigqIgIxqEaVVcKqC2tLH9rF1eN+13vZZtRO1tnbQOotDK1RUFBmVeYpMYQhDgBCSkIkkJCHJOSfnnPcDLcpDEoJJCGFfv0+WvTn7Psuu5HLve9/3oDbPy8vfp8XLP5GfzSOZrZLZqsZmh65L8tfTU9mNHsC5iCFclIGJYZrt56XX3ntVz8x9SjbWDcIlZHc4dHVSiFatXdlmDHk8Hi1etkhPT8mU2cyeYwAujDlDuKAmR4sOltaorskhk8mkxIhA3XF1lJau+aKnhwaDsTsc8rKaJbddTqez1XOOlZYqI8qHEALQYdwZQrsOl9Vq/sYSDckZrsXrD8ljr9aYrGgNTg7X6qXbtCYgQCOvHdHTw4RBNDQ2yt/LouEpYXr5tXlyesyS2SaZbQrwD1RcbLwamxwK8eOOJYCOI4bQKkeLS2+vPSJzQJyemfvUmW00xoyT3eHQvL/+RoOTwzT31kzN+3wDMYRLZu3m9RqWFKzUmBANiA8551h9k0Ml1UdV4WrSiIGsfA6g44ghnOdw2Sm9u7lM9067R/0SE8/+eUl5ud76YL7GZYVr9d4S1Te1yOrNStO4NErKy1V14qBSszNbPd7H10uZcaHKjLvEAwPQ6xFDOEddo13vbinXM3N/KovZrIbGRu0/XKCPli3WvsNHNKhfgraU9NHwISMV7R+gCX379vSQYQCl5eV6Zf7LempK6yEEAJ1BDOEcq/eVKT1tkP7fC7/Vsk1fydniUnRokCaPvEH33H63MlNSZDIxMRWXxrrcrVq2eqnigrz05KQM+XjxIwtA1+MnC84xOitGe4qOKjLVVwXHY/XKL3+tPv7+PT0sXGb2Hjqo5auX63TjaT1232yFBgd3y3WuHXy1Nn61UTdmBsjfh0nRALoHMYRz9PH10nUZZyafbjxcJx9v7x4eUddwOp2qqK6Wr7d3t/3ivtI4nE4t+OwjVZQXSx6XTGaLPDKpxWlXariXHh8Vr8KKOv32pT8qOixY8nhktvpo3MgxWrxiifx8fPX4/Y90agw2q1VPzp6r1//5jnYeO6x7b2AjYABdjxhCmxxOh1wul2zW3vV/kya7XWs2b9De/XmyyCW5W2Q1uVVVe0oRsal6fNb3e3qIvcKi5Z9rx66tmn1LplJjglt9PJoeG6Jf3/31W112p0vvr1ukUSl9tDC3uEvG0dDYqIamJg1JYpd5AN2jd/2WwyVld5lVVVMjl8ulhJgYmc3nr9HZ0Nio5Wu/1LibRivAz68HRnlGi8ulLTu2a/O2jbK5GzUyM1TjxybI0eLWgi2FKqm3asjQ0Rp13Q09Nsbe5u5JUzVx1BitWLdan+UXyuOyy+K26/6bkhTo1/odQ2+bRfePTNUrqw7qxw//8Ftd1+12a+uundqxZ4eaTp+St8mh7wyOVmJEYCe+DQC0jRhCm6YNjdGmL9+T2SS9U+nSsz988pzjTqdT8/72vO64OkJ/f+MFhUUl6+4p37mkj9byCw5pxdpVcjbVaHhyoOaOiZPNYpbL7dbibce1t7xFd06+U2lJyZdsTFeSPv7++s6tk87+7+raWv3xrZd033Xtx8nRinpt2pGr28ZO6PCE+6bmZi1euUwFh/fo+pQgzRoaIX+fkAv/RQDoJGIIbRqWFqVhaWf++YXP96vF5ZLVYjl7/M0F7+ne62KVGhOs7KQI7S8+qQ8+XaRZ02Z0+9jsDodefOMlJQU6NWtYjIpPmhXi762j5ae04dBJnajzaMKYiZo6ve3NPHHxQoODlZHSXy3uk+2e99x3h+hPS3KVGxWrYdk5F/zc7XvytGzlR5p2TZzuYiNVAJcYMYQOafGYzwmhDV9tlb+7Uqkx/c7+WWZ8mD7eeUAej6dbXr9vbGpSYUmJbFarPln+qWZcHaT48D761cd7dfXVN2pfWa28vX00eeodiggN7fLr44yjhQd0V1Zqm8ebHC36cOsxhcX271AI2R0OfbTkX/r5nVexbAOAHkEM4YKaHS3y8g2WJNU1NOjv77ym5GCXvnv9+Y+esmJ8tffQIQ1MT+/0dddt3ayVq5coPiFNs6bdrR/9/BlNG95XLpc0Nt1f8eF99MXuEg0ZcqPG3Tiq09fDhRWVlsrmPq3th8vl8niUkxQhm/XrSP77qgNqNgdr3Mg7lJnSdjB9k5fNppDQKB0uO6XUmOBuGjkAtI0YwgXtOFqpq68aprLKSr301t80d3yqQgN8Wj232enu1ETqhsZGHSstVf6hfJUW7tZdw+NV4IjS2wvf17jsRN2ac2Z7EEeLS88vyVds4gDdfcPIb309XByzyaS+aUNVFxCh7ft2q+JUsSYNObMKucfjUbPdoYmTJig1KalDn9fY1KT8wwWSpINlDcQQgB5BDOGCgvy8tGjLJq1d/7l+NjlDvt5tL35XeNKuaXEXvzlUk92ul995Td6uOvWL8NXg6D6aNj5DK/KOa9O+1Xr0lnT1jTjzS9ft9ugPS/Zrxp0PqG9c/Lf+Xrh48TExio+ZIknasWe7cpK+fhz58qpDSs26QX3b+fdffeqUvtiwRkXFxyRXs3wtLg2I9dcD14Yp2L/1wAaA7kYM4YLSY0M0+rRD12VktTqno67RruV5pSqsdiq534CLnvdxpKhI8xe8pYdH9VVsaPQ5x8ZlJ2pc9tebxdY1OfTX5Qc0ZeIMQqgH7T9yWLl79in/oFt/fni0bBazSuuliRkDdLK2VmHBwWqy21VVU6Oq6mpVnqzQvgN7FGiza9zAKE3LjGV+EIDLBjGEC7JazLo+M6bN4w3NTu0urtOgrCGaOnbCBT/v3UUfqLK6SpPGTNS6LevVVHtcz0zNPGfuSVs+2lqkkSOnKis946K+A7qWy+XSjMlT9fHK5aprdCg80FcTs4KUu+Z9OVrcOtnglJ+3RWEBNoX725Qa6KNxYxNks5y/VhUA9DRiCJ0WGxqgn9+ZrX3HKzTvr79VZmaOJo8Zf97K1R6PR28ueF9JfjWaMCxEyzcs1IT+kYoJaT9sjlXWacHmY3pgVKqmX9tXC7as1OZtG/XE9x/vzq+FdmSlpau5uVkTc2IVHugrSbo2PaqHRwUA3w4xhC4zICFUAxJCtauwRL/986+VPWiYJowaI4vFovrTp/WXN1/WLRn+Gppy5i7TjOv7tfo5Ho9Hx6vqte1IpaYMTdaxinqlZY3Q4gMVqq07KZP8FRkecSm/GlqxZvNa/XBUQk8PAwA6jRhCl8tOCld2Urhe/HyLCtP7a8fuHTpyOE8P3ZikiKC23zRrcbm1cneJthU1KjUlUyt37dbtw/pp05Fazb5/mIIDu2Y7hid/9QsNz87RtAlTmLfSCSOuGaH1+9dr9MCLnzAPAJcTHuCj29isFi357F1l+pfrp5MHtBtChRWn9MuP9ys8dZSemfuUhgzMkdnj1HOf7NeYUVO6LIQkKSYkQInWUr30zutd9plGVF5VoSDftt8sBIDegjtD6DZzxmZ26LxVe0q1v9pHT8/9mbxsZ365hoeG6dkfPa34qKhWN4jtDJNJGpYWqQ2HD3Xp5xrJ7gP7VVSwTVPGMZEdQO9HDKFHldee1t4qm+Y+8P1z/jw4MLBL7wZ9k6PFJY/HI7fHLLvDIW8vr265zpXqWHGxlixdoCcnX/wyCgBwOeIxGXrUq18cPDO5+q1Xtb/gYLdfr66hQR6Ln9bll2p4coB+8+Jz2r4nT6Xl5frDK3/W71/+kxoaG7t9HL2V0+nUm/98Q09MzJTZTAgBuDJwZwg96tnvDJbH49HGA2XKP3xImamd39OsLV/t3qlVXy7W5OwoZcaFymoxa0RGpN7fuFx5LW7df228Pt52XFU1NZ3aUqQ3a2hslL+vb6t3fPLy8/XR0kWaOSJeXh1YEwoAegtiCD1u48EK7ary0Zx7Lrxg47e1ddd2bduyTD/9X492TCaTvjfizCv+taebVeP0V9K32E6kt3G5XKqqqZHFYpHVYlFgQIAOFhbq6d8+p8EZyZo1fZaS4hO08aut2rx9izzORqWEe+mZKemysnAigCsMMYQetXRnsSo9UXr03ru6Zf6J2+3Wx8s/V2Xxbs25Jb3da2w/UqXRN4zt8jFcjnJ379bCj+Yru1+MHC0uvbFih178P8/qnttuV6p3sd54/zWlp2UpqKVE/zUmgUdiAK5oxBAuiR1HKrTreL0kKTrIJn8vi3IL69UvLUczx03s9Oc7nU4VlpSo+tQp1dSeVHVNtaqqK9XcWKsx/UN1x5j2H7/VNdq17kCF5lxvjMUchw4apBNlN6vw+FHV1tVq4k036O/vva0fPfSoDm07pInZUcovParJI1N7eqgA0O2IIXS7nYVV2lLmq+m3z5DJZFJ5VZVO1dfp8bFZ3/pNLo/Ho+pTp1RSVqb1W9ersa5CmdF+CvW3KinAW4P7+io0K1w2a+tbRHg8Hu0pOqmdx06pvL5F3gGheuCexxQVHt6Zr9prWC0W3XHrJEnSocJCzV84X0mRfbTg00V6aESEYkMDNDyN7TUAGAMxhG5XWWdXU22lXn3vDf34kR8qNCioQ3/P5XJp1/58FRUX6URFmez2RsntlNxOmTwuhfpZFR3kpXuujlSQf8fWNPJ4PNpyqEIr86uVM+gajZ8yVJGhoZ35er1abV2d/rHwdT09OUsVdU3ysVkUFezf08MCgEuKGEK3G3tVnMZeFadVece1Y+9eDcvObvf8uoYGfbz8M5UWH9bQvgHKjuqj8UkB8vUK/tZj+DC3SEW1ksxWDcgYqGfm3tTlizn2RotXLtV9N/WTr7dNfSNYTRqAMRFDuGTK6+zydtrbPWfH3t1auuIjXZcSqHofs/aUOZR34qTkPqGEUB/J49GNmZEXdfdix5EKVbvD9F+PzOzsV7jilJYcVuJgVpEGYGzEELpdi8ut/SXVKjvlUNIFXkpatXaFhiaHqOB0kGbdO+3sej8ul0vFZWVavmGdNh08oduHXTiGDpbW6MOvypSadpXun975SdqXq7z9+fpg8YcKDw1RcGCwoiKiFR0RpcjwcEWGhspms6m8qkqbd3ylw0cOSPJo8FVDNTxniAK9e3r0ANDziCF0i4ITtVp3sEo1jZLZy18Zqf314KwZrW6xYXc49FXeLm3duVX9wszaeqRWP3nsYfl4e8vpdCp3d55yd2yRs+mUshMCdMugxHavfbisVgtzT6hv8gA98ejMK367jYHpGVodFqYQS71C1aiyggLVF3vpoMmminqHnC4pPMCia1PDNHVsvEwmk95Zt1F7/PzlcHl6evgA0OOIIXS5kpP1WrS7SQ/e/YjCgoMlnbmzY3c4zjlvzeaNyt2xRV5q1tDkQD0+MlJeVouOJp7SCy/Nk8XLVzaPXUOTAjXnxkh526Lbve6xyjot2Fqi6Lg0zZ393/L1/vq2x5GiIlXV1CgmMlLR4eGy2a6c+TFms1lzH5yjkvJylVZUyFRdrYJ96zX31raXE5hxfT/9ftkXspn4EQAA/CREl8srqtGo68do2ZqVOlFaKItcMsslL6tZJxs9GjhgsI4VH1N6sF0/GZ943kKIyVFBempqx944k6SiyjotzC1VaGSSHnvox/Lz9T17bO+hg/p0+WIlBLrVN8xXC9ZWas2+E5r/u+cVGBDQZd/5chAXFaW4qCg9/bvnNL5/n3bPtVrMSg4xadXeCkmsJQTA2IghdLlPthUrrOBDfX9kopKu6nfOMY/HowMlxzV0kI/iwr79AodNjhb9c1OhKhtNio1N1sP3/0h9/L+eR7Rtd56WrV6qjAirnhiXqH3Hq7V8b5UiotL1j0eeOeeu0ZXm8Xsf0Auv/FEjB8S1u+L29Gv7KqIPPwIAgJ+E6HIzb+yngYmhCvQ9f66OyWRSZnxYp6/x1tojGjv+e0pJ/Hr+kMfj0cZtuVq94QvlxPvqpxP6ydHi0p+WHlBa5lA9MefBXvt4zOl06tV/vqNrsocqLz9Pt468RbFRrS+KuPCzD/WLuwZfcHsTk8mk0QPju2O4ANCrEEPoctdntD+3p7MKK07J5Bd1NoTcbre+3LRem3LX6/p+ffT05DSZzSbZnS797rMDemTmHMVERnbrmLrbK++/pZuTpUP7V2p0YrBWLX1bJ087ZDKZVN3o0k9mP3H2sZ/H7ZCfd++MPgDoCcQQeo36JofeXndU1oBozbrze2pxubRszRfambdVozNC9OzUjLN3Q1pcbv1+Sb6+f88jvT6EaurqZGquUmZ8ujLjz6yWnRz19ZyqqromPffiPAX5e8vHx1e5+wrkHB0vm9XSU0MGgF6FGMJlz+PxaEVeiXKL7Lpr6nfl5+urJV+s0IGDu3TrwHBNuq3/eef/ael+3XnbPYqL7vhdKrvDoXW5WxQeGq6rMjK6bIXqYyXFamhsUlZaWqvHi8vKVFtfrwEpKa1e89OVn2tSTtvfIzzQV7+4M0te/44f15h4WVhdGwA6jBjCZa+0ukHbj1Yr0NdL67/8QH5eFg1KCNK0qf3PO9fudOkvyw9o9OipSk9OuajrLFyyWMEthSqvsOh/Pv9Qj943R5FhnZ/flLtru/J2bZBfYJTum36vgoOCdODIEeUf3Kei4kJF+7sU0cdL//q0UXNmPnJ2s1iPx6N9BQUqKylQ4uDzv+s3eX3jLhAhBAAXhxjCZS8urI+euv2qds+pPd2sL/eWaV+5UzPvfFCJsbEXdY0mu12nmxoV6m3V+JwEDU1p0r+WfapHvnff2XOqa2pUWlmhgekXt33FtAlTtHPPDj02Kkb/WvKmGu0uZUb7a2R8sGIGJZ19tDdygFN/eOtFzbz7YW3avkXHiw5qQLSvHh/Lq+8A0J2IIfRaLrdbCzYfU3GdFBwSoRFDp+iO1NYfRf1vFdXVyj90UPsL8nW6vlYmd7MmZ0cqLTZBklRyskFJCZmSztyhWbtlk1ZvWKGiilN67TfPX9Q4c/N2KCehjwL9vPXAyLbDxt/Hph9PGqBfvf+6IvvY9OQk9gwDgEuBGEKv1GR36vdLDmjqhOma0f/8R0hLVq/SDUOHt7qw4nMvzlNCoEf9Y/11z9WhCvA5f4HHtQdqNOveIZKk5//+oiK9T8tkMumnsx9vd1x1DQ1658N/Kq1fmpITk7R52xY1njyih2/u2N0dP2+bnpmSIXuLq0PnAwA6jxhCr9PQ7NDvlxzU7FmPKjri/IUb12zeqLLDWzTvqw16du5TZ/cmO3L8uJwtLfK3OjTzpsx2r+GQlwIDArRwyWJ5uWpU6QzXk489JF8fn3b/Xv3p0wrUSUU4nNqzeZtGJAYrOadjd6v+w9fbJl9ejQeAS4YYQq9SUt2gV748ph88+AOFh4aed3zR0s/UXJWvB0Zn6NCJWn2y4nNNn3Sb/vHJv2SvLlBYgLfuGn7hhQa9TXa98PrLSg1sUo3dW08/MltWy9eTlMsrK/W3d9/Uk7N/IP9/b/9xsqZGb30wX4NivJWTHKmc5K773gCA7kMMoVfYe7xGK/ZUyOYfrp/94Mnz7tC43W69+o+3lRLQoDtGnNkCJCkyUG+t26bCYwd0XXIf3TCy43doHhqVomOVdTpRa5VPQLBm/vcTmj/vD7JZrdqVv1erVn2om1ODtHn7Vxoz4kZJ0jsfvq8f3BynQL8rd6sPALgSEUPoFY5W1Ou662/V8JzBrR7/4+t/080pXspO+votMi+rRb+8O+dbXc/Hy6qMuFBFBDapuKpIoddeI6vFogWffaRtedv1f2/Pkkce/eiNhdq6bYOCQiIUaj2tQL/uXX0bAND1iCH0CrfmxOt3nyxSUGCQMvudu/mr3eHQjgOHlR2RKKnz6wJ90xd7SvXZzlLN+d7Neu4vz2tchr+mz8g5e/y1R0fK4/GovsmhQL+QLr02AODSIIbQK1gtZgX38VNUeLjKKyv1/Gsvac69D+jLDat1sqJIP5vcX1mJXRtCktQ33F+PjU2XtTpXT9wS3+qeXyaTiUdjANCLEUPoNVZsL1Biaq527tygpBCzPv10vqZdE6fYYe2/GdYZ16Tx2AsArnTEEHqNKUP66uSxXP1sygBZLZ3fcsLldmvh5mMqrHFqTGaIhqac/5o+AODKRwyh13hgTFaXfdbpZqfmLTmgOyZOV4Y8Kt67vMs+GwDQuxBDMKR3NxxR9qBhWrxyiXzNzZo7nq0vAMCoiCEY0g3pEVq1d7uempjOLu8AYHDEEAxpQEKoBiScv4I1AMB4+E9iAABgaMQQAAAwNGIIAAAYGjEEAAAMjRgCAACGRgwBAABDI4YAAIChEUMAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZGDAEAAEMjhgAAgKERQwAAwNCIIQAAYGjEEAAAMDRiCAAAGBoxBAAADI0YAgAAhkYMAQAAQyOGAACAoRFDAADA0IghAABgaMQQAAAwNGIIAAAYGjEEAAAMjRgCAACGRgwBAABDI4YAAIChEUMAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZGDAEAAEMjhgAAgKERQwAAwNCIIQAAYGjEEAAAMDRiCAAAGBoxBAAADI0YAgAAhkYMAQAAQyOGAACAoRFDAADA0IghAABgaMQQAAAwNGIIAAAYGjEEAAAMjRgCAACGRgwBAABDI4YAAIChEUMAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZGDAEAAEMjhgAAgKERQwAAwNCIIQAAYGjEEAAAMDRiCAAAGBoxBAAADI0YAgAAhkYMAQAAQyOGAACAoRFDAADA0IghAABgaMQQAAAwNGIIAAAYGjEEAAAMjRgCAACGRgwBAABDI4YAAIChEUMAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZGDAEAAEMjhgAAgKERQwAAwNCIIQAAYGjEEAAAMDRiCAAAGBoxBAAADI0YAgAAhmbt6QF8U3BIhF5YcaynhwEAALpZTYNLNuvlkSGXxyj+7f7p9/T0EAAAgMHwmAwAABgaMQQAAAyNGAIAAIZGDAEAAEMjhgAAgKERQwAAwNCIIQAAYGjEEAAAMDRiCAAAGBoxBAAADI0YAgAAhkYMAQAAQyOGAACAoRFDAADA0IghAABgaMQQAAAwNGIIAAAYGjEEAAAMjRgCAACGRgwBAABDI4YAAIChEUMAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZm7chJDqdTknT8xIluHQwAAEBX+U+3/Kdj2tKhGCqvqpIkPfGrX3VyWAAAAJdWeVWVBqSktHnc5PF4PBf6kLqGBm3bu1fR4eGy2WxdOkAAAIDu4HQ6VVZVpSFZWQoMCGjzvA7FEAAAwJWKCdQAAMDQiCEAAGBoxBAAADA0YggAABgaMQQAAAyNGAIAAIZGDAEAAEP7/xOzbmLvUE7BAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"base = ie_bound.plot(\n",
" color=\"navajowhite\",\n",
" figsize=(7.5, 7.5),\n",
" edgecolor=\"darkslategrey\",\n",
" linewidth=0.4,\n",
")\n",
"\n",
"plt.tick_params(labelbottom=False, labelleft=False)\n",
"\n",
"plt.title(\"Boundary of Ireland\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"ie_bound.to_file(GPKG_BOUNDARY, layer=\"ne_10m_land_2157_IE_BBOX_DIFF\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.10.6 ('ClimAg')",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.6"
},
"vscode": {
"interpreter": {
"hash": "c4e659d1bedfc73d1fd31d7c0e2c79d7cc7aac22204994016c65a9e44686eb91"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}