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@joAschauer
Created July 31, 2023 13:55
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Compare the performance between ERA5 and COSMO REA6 reanalysis for wind power calculation with atlite.
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# %%\n",
"\n",
"import logging\n",
"import atlite\n",
"import xarray as xr\n",
"from pathlib import Path\n",
"import pgeocode\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"logging.basicConfig(level=logging.INFO)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:py.warnings:C:\\Users\\j.aschauer\\nobackup\\atlite\\atlite\\cutout.py:186: UserWarning: Arguments module, cosmo_rea6_dir, x, y, dx, dy, dt, time are ignored, since cutout is already built.\n",
" warn(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\nobackup\\atlite\\atlite\\cutout.py:186: UserWarning: Arguments module, x, y, time are ignored, since cutout is already built.\n",
" warn(\n",
"\n",
"INFO:atlite.data:Storing temporary files in C:\\Users\\J538F~1.ASC\\AppData\\Local\\Temp\\tmpj8a860tt\n",
"INFO:atlite.data:Cutout already prepared.\n"
]
}
],
"source": [
"\n",
"# %% Prepare Cutouts\n",
"x1 = 5.614\n",
"y1 = 47.152\n",
"x2 = 15.205\n",
"y2 = 55.335\n",
"\n",
"cutouts = {\n",
" \"cosmo\": atlite.Cutout(\n",
" \"cosmo_germany_2012_125m_175m\",\n",
" module=\"cosmo_rea6\",\n",
" cosmo_rea6_dir=\"C:/Users/j.aschauer/nobackup/CosmoREA6\",\n",
" x=slice(x1 - 0.2, x2 + 0.2),\n",
" y=slice(y1 - 0.2, y2 + 0.2),\n",
" dx = 0.0875,\n",
" dy = 0.0545,\n",
" dt=\"h\",\n",
" chunks={\"time\": 100},\n",
" time=\"2012\",\n",
" ),\n",
" \"era5\": atlite.Cutout(\n",
" \"germany-2012\",\n",
" module=\"era5\",\n",
" x=slice(x1 - 0.2, x2 + 0.2),\n",
" y=slice(y1 - 0.2, y2 + 0.2),\n",
" chunks={\"time\": 100},\n",
" time=\"2012\",\n",
" ),\n",
"}\n",
"\n",
"# %%\n",
"for cutout in cutouts.values():\n",
" cutout.prepare()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"\n",
"# %% Read reference and capacity\n",
"opsd = pd.read_csv(\"time_series_60min_singleindex_filtered.csv\", parse_dates=True, index_col=0)\n",
"\n",
"# we later use the (in current version) timezone unaware datetime64\n",
"# to work together with this format, we have to remove the timezone\n",
"# timezone information. We are working with UTC everywhere.\n",
"opsd.index = opsd.index.tz_convert(None)\n",
"# We are only interested in the 2012 data\n",
"opsd = opsd[(\"2011\" < opsd.index) & (opsd.index < \"2013\")]\n",
"\n",
"\n",
"def load_capacities(typ, cap_range=None, until=None):\n",
" \"\"\"Read in and select capacities.\n",
"\n",
" Parameters\n",
" ----------\n",
" typ : str\n",
" Type of energy source, e.g. \"Solarstrom\" (PV), \"Windenergie\" (wind).\n",
" cap_range : (optional) list-like\n",
" Two entries, limiting the lower and upper range of capacities (in kW)\n",
" to include. Left-inclusive, right-exclusive.\n",
" until : str\n",
" String representation of a datetime object understood by pandas.to_datetime()\n",
" for limiting to installations existing until this datetime.\n",
"\n",
" \"\"\"\n",
"\n",
" # Load locations of installed capacities and remove incomplete entries\n",
" cols = dict(\n",
" (\n",
" (\"installation_date\", 0),\n",
" (\"plz\", 2),\n",
" (\"city\", 3),\n",
" (\"type\", 6),\n",
" (\"capacity\", 8),\n",
" (\"level\", 9),\n",
" (\"lat\", 19),\n",
" (\"lon\", 20),\n",
" (\"validation\", 22),\n",
" )\n",
" )\n",
" database = pd.read_csv(\n",
" \"eeg_anlagenregister_2015.08.utf8.csv\",\n",
" sep=\";\",\n",
" decimal=\",\",\n",
" thousands=\".\",\n",
" comment=\"#\",\n",
" header=None,\n",
" usecols=list(cols.values()),\n",
" names=list(cols.keys()),\n",
" # German postal codes can start with '0' so we need to treat them as str\n",
" dtype={\"plz\": str},\n",
" parse_dates=[\"installation_date\"],\n",
" infer_datetime_format=True,\n",
" na_values=(\"O04WF\", \"keine\"),\n",
" )\n",
"\n",
" database = database[(database[\"validation\"] == \"OK\") & (database[\"plz\"].notna())]\n",
"\n",
" # Query postal codes <-> coordinates mapping\n",
" de_nomi = pgeocode.Nominatim(\"de\")\n",
" plz_coords = de_nomi.query_postal_code(database[\"plz\"].unique())\n",
" plz_coords = plz_coords.set_index(\"postal_code\")\n",
"\n",
" # Fill missing lat / lon using postal codes entries\n",
" database.loc[database[\"lat\"].isna(), \"lat\"] = database[\"plz\"].map(\n",
" plz_coords[\"latitude\"]\n",
" )\n",
" database.loc[database[\"lon\"].isna(), \"lon\"] = database[\"plz\"].map(\n",
" plz_coords[\"longitude\"]\n",
" )\n",
"\n",
" # Ignore all locations which have not be determined yet\n",
" database = database[database[\"lat\"].notna() & database[\"lon\"].notna()]\n",
"\n",
" # Select data based on type (i.e. solar/PV, wind, ...)\n",
" data = database[database[\"type\"] == typ].copy()\n",
"\n",
" # Optional: Select based on installation day\n",
" if until is not None:\n",
" data = data[data[\"installation_date\"] < pd.to_datetime(until)]\n",
"\n",
" # Optional: Only installations within this caprange (left inclusive, right exclusive)\n",
" if cap_range is not None:\n",
" data = data[\n",
" (cap_range[0] <= data[\"capacity\"]) & (data[\"capacity\"] < cap_range[1])\n",
" ]\n",
"\n",
" data[\"capacity\"] = data.capacity / 1e3 # convert to MW\n",
" return data.rename(columns={\"lon\": \"x\", \"lat\": \"y\"})"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: FutureWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n",
" database = pd.read_csv(\n",
"\n",
"WARNING:py.warnings:C:\\Users\\j.aschauer\\AppData\\Local\\Temp\\ipykernel_92616\\3987979611.py:42: UserWarning: Parsing dates in %d.%m.%Y format when dayfirst=False (the default) was specified. Pass `dayfirst=True` or specify a format to silence this warning.\n",
" database = pd.read_csv(\n",
"\n"
]
}
],
"source": [
"# define layouts and turbin categories for each datamodule\n",
"turbine_categories = {}\n",
"for datamodule, cutout in cutouts.items():\n",
" tcs = [\n",
" dict(name=\"Vestas_V25_200kW\", up=400.0),\n",
" dict(name=\"Vestas_V47_660kW\", up=700.0),\n",
" dict(name=\"Bonus_B1000_1000kW\", up=1100.0),\n",
" dict(name=\"Suzlon_S82_1.5_MW\", up=1600.0),\n",
" dict(name=\"Vestas_V66_1750kW\", up=1900.0),\n",
" dict(name=\"Vestas_V80_2MW_gridstreamer\", up=2200.0),\n",
" dict(name=\"Siemens_SWT_2300kW\", up=2500.0),\n",
" dict(name=\"Vestas_V90_3MW\", up=50000.0),\n",
" ]\n",
"\n",
" low = 0\n",
" for index, turbine_cat in enumerate(tcs):\n",
" capacities = load_capacities(\n",
" \"Windkraft\", cap_range=[low, turbine_cat[\"up\"]], until=\"2012\"\n",
" )\n",
" layout = cutout.layout_from_capacity_list(capacities, \"capacity\")\n",
"\n",
" tcs[index][\"layout\"] = layout\n",
" low = turbine_cat[\"up\"]\n",
" \n",
" turbine_categories[datamodule] = tcs\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO:atlite.convert:Convert and aggregate 'wind'.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"convert wind for cosmo\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"convert wind for era5\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n",
"INFO:atlite.convert:Convert and aggregate 'wind'.\n"
]
}
],
"source": [
"# %% Calculate Wind\n",
"wind_results = {}\n",
"for datamodule, cutout in cutouts.items():\n",
" print(f\"convert wind for {datamodule}\")\n",
" wind = xr.Dataset()\n",
" for turbine_cat in turbine_categories[datamodule]:\n",
" name = f\"< {turbine_cat['up']} kW\"\n",
" wind[name] = cutout.wind(\n",
" turbine=turbine_cat[\"name\"], layout=turbine_cat[\"layout\"], show_progress=False\n",
" )\n",
"\n",
" wind[\"total\"] = sum(wind[c] for c in wind)\n",
" wind_results[datamodule] = wind\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# %% Arrange comparison data\n",
"compare = pd.DataFrame(\n",
" {\n",
" \"atlite era5\": wind_results[\"era5\"][\"total\"].squeeze().to_series(),\n",
" \"< 1600 kW era5\": wind_results[\"era5\"][\"< 1600.0 kW\"].squeeze().to_series(),\n",
" \"atlite cosmo_rea6 [wnd125m,wnd175m]\": wind_results[\"cosmo\"][\"total\"].squeeze().to_series(),\n",
" \"< 1600 kW cosmo_rea6 [wnd125m,wnd175m]\": wind_results[\"cosmo\"][\"< 1600.0 kW\"].squeeze().to_series(),\n",
" \"opsd\": opsd[\"DE_wind_generation_actual\"],\n",
" }\n",
")\n",
"\n",
"compare = compare / 1e3 # in GW\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# %% Comparison line plots\n",
"fig, ax = plt.subplots(figsize=(10, 6))\n",
"compare.resample(\"1W\").mean().plot(ax=ax)\n",
"plt.ylabel(\"Feed-in [GW]\")\n",
"plt.title(\"Wind time-series Germany 2012\")\n",
"plt.tight_layout()\n",
"plt.show()\n",
"fig.savefig(\"time_series_DE_2012.png\")\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# line plot for April\n",
"fig, ax = plt.subplots(figsize=(10, 6))\n",
"compare.loc[\"2012-04\"].plot(ax=ax)\n",
"plt.ylabel(\"Feed-in [GW]\")\n",
"plt.title(\"Wind time-series Germany April 2012\")\n",
"plt.tight_layout()\n",
"plt.show()\n",
"fig.savefig(\"time_series_DE_2012-04.png\")\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# %% Scatter plots\n",
"def _rmse(predictions, targets):\n",
" return np.sqrt(((predictions - targets) ** 2).mean())\n",
"\n",
"plot_kwargs = {\n",
" 's': 0.1,\n",
" 'marker': 'o',\n",
" 'color': 'b',\n",
"}\n",
"fig, axs = plt.subplots(1, 2)\n",
"for ax, var in zip(axs.flatten(), [\"atlite era5\", \"atlite cosmo_rea6 [wnd125m,wnd175m]\"]):\n",
" compare.plot(x=var, y=\"opsd\", kind=\"scatter\", ax=ax, **plot_kwargs)\n",
" ax.set_aspect(\"equal\")\n",
" ax.set_xlim(0, 30); ax.set_ylim(0, 30)\n",
" ax.plot([0, 30], [0, 30], c=\"gray\")\n",
" ax.text(\n",
" x=0.95,\n",
" y=0.05,\n",
" s=f\"RMSE = {_rmse(compare[var], compare['opsd']):.4f}\", \n",
" ha='right',\n",
" va='bottom',\n",
" transform=ax.transAxes,\n",
" fontsize=10,\n",
" )\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n",
"fig.savefig(\"scatter_DE_2012.png\")\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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m23+SpqSkMG7cOKZMmUKHDh0AmDhxIosWLWLSpEk0btwYgGHDhtG2bVsApk6dSrly5Zg9ezb3338/hw8fpkePHtSuXRuASpUqWa8/btw4KlWqxMcff4zJZKJ69eps2bKFDz/80J4/sojcZDS9XERERESKhH379pGVlUWLFi2sx1xdXbn11lvZsWOH9VizZs2sr0uUKEH16tWtnw8YMIB3332XFi1aMGzYMDZv3mxtu2PHDpo2bZpr5P3ia4mIXA+NdIuIiIgInq7ObH+7nUP6tZVhGACXTEc3DOOaU9QvfP7kk0/Srl075s2bx8KFCxk5ciRjxozh+eeft15fRMSeNNItIiIiIphMJrzcXAr8kZf7uatUqYKbmxsrVqywHsvKymLdunVERERYj61evdr6Oj4+nt27d3PLLbdYj4WFhfH0008za9YsXnrpJSZOnAhAjRo1cp3732uJiFwPhe5CICE1i2e+X0/vyWv0G1YRERGRK/D29uaZZ55hyJAhzJ8/n+3bt9O3b19SU1Pp06ePtd3bb7/NkiVL2Lp1K71796ZUqVJ07doVgBdffJEFCxZw4MABNmzYwNKlS62B/emnn2bfvn0MGjSIXbt2MW3aNKZMmeKAn1REihNNLy8ETE7w59ZYADKyzXjkYZqViIiIyM3kgw8+wGw207NnT5KSkmjUqBELFiwgMDAwV5sXXniBPXv2ULduXebOnYubmxsAOTk59O/fn6NHj+Ln50f79u35+OOPAShfvjwzZ85k4MCBfPnll9x66628//77PPHEEw75WUWkeDAZxXxoNTExEX9/fxISEvDz83N0OZeVYzao/Lplf8h1b95JKR93B1ckIiIixVl6ejoHDhwgPDwcDw8PR5djN1FRUbRp04b4+HgCAgIcXY6IFANX+/fS1qyp6eWFgLOTCS83y+h2Ska2g6sRERERERERe1HoLiS83S0z/ZMVukVERERERIoN3dNdSPi4u3A6KYOUjBxHlyIiIiJSJEVGRmpRWhEpdDTSXUj4nB/p1vRyERERERGR4kOhu5Dwdrfc052k0C0iIiIiIlJsKHQXEj7urgAkpGU5uBIRERERERGxF4XuQiI0wLL8fGxCmoMrEREREREREXtR6C4kLqxenpqphdRERERERESKC4XuQsLL1XJPd5pCt4iIiIiISLGh0F1IeGmkW0RERCRf9O7dm65du1rfR0ZG8uKLLzqsHhG5uSh0FxJebpaR7tRMrV4uIiIicj0OHjyIyWQiJibmqu1mzZrFO++8Y31fsWJFPvnkk/wt7gZNmTIFk8l0ySM9Pd3RpYnINbg4ugCx+Dd0a6RbREREJD+VKFHC0SVYZWVl4erqalNbPz8/du3aleuYh4dHfpQlInakke5CwstN08tFRERErmb+/Pm0bNmSgIAASpYsSadOndi3b5/18/DwcADq16+PyWQiMjLyste5eHp5ZGQkhw4dYuDAgdbR4wtWrlxJq1at8PT0JCwsjAEDBpCSknLVGn/77TcaNmyIh4cHlSpVYsSIEWRn/zuT0WQyMX78eLp06YK3tzfvvvsuOTk59OnTh/DwcDw9PalevTqffvrpJdc2mUyUKVMm10NECj+F7kJC08tFRETEoQwDMlMK/mEYNpeYkpLCoEGDWLt2LUuWLMHJyYlu3bphNpsBWLNmDQCLFy/mxIkTzJo165rXnDVrFuXKlePtt9/mxIkTnDhxAoAtW7bQrl07unfvzubNm5k+fTorVqzgueeeu+K1FixYwKOPPsqAAQPYvn07EyZMYMqUKbz33nu52g0bNowuXbqwZcsWnnjiCcxmM+XKlWPGjBls376doUOH8vrrrzNjxoxc5yUnJ1OhQgXKlStHp06d2Lhxo83fnYg4jqaXFxIXQndKhka6RURExAGyUuH90ILv9/Xj4OZtU9MePXrkej9p0iSCgoLYvn07tWrVonTp0gCULFnS5lHgEiVK4OzsjK+vb65zRo8ezcMPP2wdEa9atSpjx46ldevWjBs37rLTut977z1effVVHnvsMQAqVarEO++8w8svv8ywYcOs7R5++GGeeOKJXOeOGDHC+jo8PJyVK1cyY8YM7r//fgBuueUWpkyZQu3atUlMTOTTTz+lRYsWbNq0iapVq9r0s4qIYyh0FxJlAzwBiE1MJyM7B3cXZwdXJCIiIlK47Nu3j7feeovVq1dz5swZ6wj34cOHqVWrll37Wr9+PXv37uWHH36wHjMMA7PZzIEDB4iIiLjsOWvXrs01sp2Tk0N6ejqpqal4eXkB0KhRo0vOHT9+PF9//TWHDh0iLS2NzMxM6tWrZ/28adOmNG3a1Pq+RYsWNGjQgM8++4yxY8fa40cWkXyi0F1IlPZ1x9fdhaSMbA7HpVI12NfRJYmIiMjNxNXLMursiH5t1LlzZ8LCwpg4cSKhoaGYzWZq1apFZmam3csym83069ePAQMGXPJZ+fLlr3jOiBEj6N69+yWfXTwy7u2de2R/xowZDBw4kDFjxtCsWTN8fX0ZPXo0//zzzxXrc3JyonHjxuzZs8fWH0lEHEShu5AwmUyElfBi+4lEjp5LU+gWERGRgmUy2TzN2xHi4uLYsWMHEyZM4LbbbgNgxYoVudq4ubkBltHlvHBzc7vknAYNGrBt2zaqVKli83UaNGjArl278nQOwPLly2nevDnPPvus9djFC8RdjmEYxMTEULt27Tz1JSIFT6G7EPH3tGwXkZSuxdRERERELhYYGEjJkiX56quvCAkJ4fDhw7z66qu52gQFBeHp6cn8+fMpV64cHh4e+Pv7X/PaFStWZNmyZTz44IO4u7tTqlQpXnnlFZo2bUr//v3p27cv3t7e7Nixg0WLFvHZZ59d9jpDhw6lU6dOhIWFcd999+Hk5MTmzZvZsmUL77777hX7r1KlCt9++y0LFiwgPDyc7777jrVr11pXYwfLPd9NmzalatWqJCYmMnbsWGJiYvjiiy9s/AZFxFG0enkh4uth+R1IUnqWgysRERERKVycnJz46aefWL9+PbVq1WLgwIGMHj06VxsXFxfGjh3LhAkTCA0NpUuXLjZd++233+bgwYNUrlzZuhhbnTp1iI6OZs+ePdx2223Ur1+ft956i5CQkCtep127dvz+++8sWrSIxo0b07RpUz766CMqVKhw1f6ffvppunfvzgMPPECTJk2Ii4vLNeoNcO7cOZ566ikiIiK46667OHbsGMuWLePWW2+16WcUEccxGUYe9mkoghITE/H39ychIQE/Pz9Hl3NVL83YxMwNR3ml/S08E1nZ0eWIiIhIMZWens6BAwcIDw+/7CrcIiJicbV/L23NmhrpLkT8PC0j3XHJGQ6uREREREREROxBobsQKRdoWb1zwfZYB1ciIiIiIiIi9qDQXYg0CS8BwIlz6aRl5m3VTRERERERESl8FLoLkZqhfvi6u5BtNjiekObockREREREROQGKXQXIiaTCX8vy7ZhCWlawVxERERERKSo0z7dhUHiCZjRC9Li8fP4GEhT6BYRERERESkGFLoLgQxXD9bGbSbZyYlQ33S2A4kK3SIiIiIiIkWeQnchkGIyeKZMECbD4L7sU0CAQreIiIiIiEgxoHu6CwE/N8tG6obJRBkOArqnW0REREREpDhQ6C4EXJxc8DNZJh34GwcASEzPdmRJIiIiIsVG79696dq1q/V9ZGQkL774osPqkeszZcoUTCYTJpOpwP/89Hfm2qKiojCZTJw7d87Rpdjk4MGD1r9P9erVy9e+FLoLiWAXbwBSTGcBiEvOdGQ5IiIiIkXOhf+IjomJuWq7WbNm8c4771jfV6xYkU8++SR/i5NLnDt3jv79+xMSEoKHhwcRERH88ccfVz3Hz8+PEydO5Przc4RZs2bRrl07SpUqddm/c2fPnuX555+nevXqeHl5Ub58eQYMGEBCQkKudhUrVrQGvwuPV199tQB/kvyTnp5O7969qV27Ni4uLrl+8XVB7969L/n5TSYTNWvWtLa5+JctFz/S09NvqL6wsDBOnDjBSy+9dEPXsYXu6S4kanuFsichgWPnQ/fR+FQHVyQiIiJSPJUoUcLRJRRJhmGQk5ODi8uNR4jMzEzatm1LUFAQv/zyC+XKlePIkSP4+vpe9TyTyUSZMmVuuP8blZKSQosWLbjvvvvo27fvJZ8fP36c48eP87///Y8aNWpw6NAhnn76aY4fP84vv/ySq+3bb7+d6xo+Pj75Xn9ByMnJwdPTkwEDBjBz5szLtvn000/54IMPrO+zs7OpW7cu9913X652fn5+7Nq1K9cxDw+PG6rP2dmZMmXKFMj3rZHuQqK2fxUA9pkSATgUp9AtIiIicrH58+fTsmVLAgICKFmyJJ06dWLfvn3Wz8PDwwGoX78+JpOJyMjIy17n4qnCkZGRHDp0iIEDB1pH0C5YuXIlrVq1wtPTk7CwMAYMGEBKSspVa5w7dy6NGjXCw8ODUqVK0b17d+tn8fHx9OrVi8DAQLy8vOjQoQN79uyxfn7o0CE6d+5MYGAg3t7e1KxZ0zrye2Hq7oIFC6hfvz6enp7cfvvtnDp1ij///JOIiAj8/Px46KGHSE39978jMzIyGDBgAEFBQXh4eNCyZUvWrl1r0/d9cZ+NGjXC3d2d5cuXYxgGo0aNolKlSnh6elK3bt1cQTInJ4c+ffoQHh6Op6cn1atX59NPP8117W+++YazZ88yZ84cWrRoQYUKFWjZsiV169a1qbYLPvvsM2rXrm19P2fOHEwmE1988YX1WLt27XjttdcAGD58OPXq1eO7776jYsWK+Pv78+CDD5KUlGRtn5KSQq9evfDx8SEkJIQxY8Zc0m/Pnj0ZOnQod95552XrqlWrFjNnzqRz585UrlyZ22+/nffee4/ffvuN7Ozct5H6+vpSpkwZ6+PiEHi9f+4XMwyD0qVL5wq+9erVIygoyPp+1apVuLq6kpycDFh+ufH111/TrVs3vLy8qFq1KnPnzs113T/++INq1arh6elJmzZtOHjwYK7Pvb29GTduHH379r3iL0r8/f1z/ezr1q0jPj6exx9/PFe7C79sufhxscjISJ5//nlefPFFAgMDCQ4O5quvviIlJYXHH38cX19fKleuzJ9//nnZOvKbQnchUaGUZQrFaSMDgNjEdLJzzI4sSURERG4ihmGQmpVa4A/DMGyuMSUlhUGDBrF27VqWLFmCk5MT3bp1w2y2/DfTmjVrAFi8eDEnTpxg1qxZ17zmrFmzKFeuHG+//TYnTpzgxIkTAGzZsoV27drRvXt3Nm/ezPTp01mxYgXPPffcFa81b948unfvzt13383GjRtZsmQJjRo1sn7eu3dv1q1bx9y5c1m1ahWGYdCxY0eysiwL6Pbv35+MjAyWLVvGli1b+PDDDy8ZhRs+fDiff/45K1eu5MiRI9x///188sknTJs2jXnz5rFo0SI+++wza/uXX36ZmTNnMnXqVDZs2ECVKlVo164dZ8+etfFbt1xj5MiR7Nixgzp16vDmm28yefJkxo0bx7Zt2xg4cCCPPvoo0dHRAJjNZsqVK8eMGTPYvn07Q4cO5fXXX2fGjBnWa86dO5dmzZrRv39/goODqVWrFu+//z45OTk21wWWsLVt2zbOnDkDQHR0NKVKlbLWkp2dzcqVK2ndurX1nH379jFnzhx+//13fv/9d6Kjo3ONtg4ZMoS//vqL2bNns3DhQqKioli/fn2e6rqchIQE/Pz8Lpkp8OGHH1KyZEnq1avHe++9R2bmpbeZ5vXP/WImk4lWrVoRFRUFWH75s337drKysti+fTtgCfcNGzbM9fdtxIgR3H///WzevJmOHTvyyCOPWP/eHDlyhO7du9OxY0diYmJ48skn7TItftKkSdx5551UqFAh1/Hk5GQqVKhAuXLl6NSpExs3brzk3KlTp1KqVCnWrFnD888/zzPPPMN9991H8+bN2bBhA+3ataNnz55X/OVEvjKKuYSEBAMwEhISHF3KVe05tsaoNaWW0XxShFHllTlGhVd+N+KSMxxdloiIiBRDaWlpxvbt2420tDTrsZTMFKPWlFoF/kjJTLnun+PUqVMGYGzZssUwDMM4cOCAARgbN27M1e6xxx4zunTpYn3funVr44UXXrC+r1ChgvHxxx/nOqdnz57GU089levY8uXLDScnp1zf28WaNWtmPPLII5f9bPfu3QZg/P3339ZjZ86cMTw9PY0ZM2YYhmEYtWvXNoYPH37Z8//66y8DMBYvXmw9NnLkSAMw9u3bZz3Wr18/o127doZhGEZycrLh6upq/PDDD9bPMzMzjdDQUGPUqFGX7edyfc6ZM8d6LDk52fDw8DBWrlyZq22fPn2Mhx566IrXevbZZ40ePXpY31evXt1wd3c3nnjiCWPdunXGjz/+aJQoUcIYMWLEFa8xefJkw9/fP9cxs9lslCpVyvjll18MwzCMevXqGSNHjjSCgoIMwzCMlStXGi4uLkZSUpJhGIYxbNgww8vLy0hMTLReY8iQIUaTJk0MwzCMpKQkw83Nzfjpp5+sn8fFxRmenp65/s5ccKW/c/915swZo3z58sYbb7yR6/hHH31kREVFGZs2bTImTpxolCpVyujTp4/18+v5c7+csWPHGrVq1TIMwzDmzJljNGrUyOjevbvxxRdfGIZhGHfddZfxyiuvWNsDxptvvml9n5ycbJhMJuPPP/80DMMwXnvtNSMiIsIwm83WNq+88ooBGPHx8Zf0/9//DV7O8ePHDWdnZ2P69Om5jq9atcr47rvvjJiYGGPZsmVGjx49DE9PT2P37t3WNq1btzZatmxpfZ+dnW14e3sbPXv2tB47ceKEARirVq3Kdf1hw4YZdevWvWJdl/v38gJbs6ZGuguJQP+KACQ6O1Pe3TLF/FyqFlMTERERuWDfvn08/PDDVKpUCT8/P+t08sOHD9u9r/Xr1zNlyhR8fHysj3bt2mE2mzlw4MBlz4mJieGOO+647Gc7duzAxcWFJk2aWI+VLFmS6tWrs2PHDgAGDBjAu+++S4sWLRg2bBibN2++5Dp16tSxvg4ODsbLy4tKlSrlOnbq1CnA8n1lZWXRokUL6+eurq7ceuut1j5tcfFo/fbt20lPT6dt27a5vptvv/0211T/8ePH06hRI0qXLo2Pjw8TJ07M9edkNpsJCgriq6++omHDhjz44IO88cYbjBs3zua6IPco7rlz59i2bRtPP/00OTk57Nixg6ioKBo0aJBrBLdixYq57h0PCQnJ9Z1lZmbSrFkz6+clSpSgevXqearrYomJidx9993UqFGDYcOG5fps4MCBtG7dmjp16vDkk08yfvx4Jk2aRFxcXK52eflzv5yLZwRER0cTGRlJZGQk0dHRl50N8N8+vb298fX1tfaxY8cOmjZtmut2jIu/s+sxZcoUAgICLllwrWnTpjz66KPUrVuX2267jRkzZlCtWrVLRvYvrtfZ2ZmSJUvmuvUgODgY4KrfU37RQmqFRIBnCVwMg2yTiTJesezLKKG9ukVERKTAeLp48s/D/zikX1t17tyZsLAwJk6cSGhoKGazmVq1al12Ou6NMpvN9OvXjwEDBlzyWfny5S97jqfnlX8W4wrT6A3DsAaXJ598knbt2jFv3jwWLlzIyJEjGTNmDM8//7y1vaurq/W1yWTK9f7CsQvT7S/0eXEw+m+ftvD29ra+vnDtefPmUbZs2Vzt3N3dAZgxYwYDBw5kzJgxNGvWDF9fX0aPHs0///z79yskJARXV1ecnZ2txyIiIoiNjSUzMxM3Nzeb64uMjOSrr75i+fLl1K1bl4CAAFq1akV0dDRRUVGX3Ntvy3dmL0lJSbRv3x4fHx9mz559Sd//1bRpUwD27t1LyZIlL1vztf7cL6dWrVqULFmS6OhooqOjefvttwkLC+O9995j7dq1pKWl0bJly1znFOT3ZBgG33zzDT179rzmn72TkxONGzfOtR7Cler97/cGXPV7yi8a6S4knJ2cqWpYfgfi43kQQKFbRERECozJZMLL1avAH7aGv7i4OHbs2MGbb77JHXfcQUREBPHx8bnaXPiP9bzeF+zm5nbJOQ0aNGDbtm1UqVLlkseVQkGdOnVYsmTJZT+rUaMG2dnZuYJnXFwcu3fvJiIiwnosLCyMp59+mlmzZvHSSy8xceLEPP0sF7tQ64oVK6zHsrKyWLduXa4+86JGjRq4u7tz+PDhS76XsLAwAJYvX07z5s159tlnqV+/PlWqVMk1Cg7QokUL9u7dmysA7d69m5CQkDwFbvh3FPeXX36xBuzWrVuzePHiy47gXk2VKlVwdXVl9erV1mPx8fHs3r07TzWBZYT7rrvuws3Njblz59q02vaFe5VDQkLy3N/VXJgR8Ouvv7J161Zuu+02ateuTVZWFuPHj6dBgwbXXDn+YjVq1Mj1HQGXvM+L6Oho9u7dS58+fa7Z1jAMYmJi7P4d5SeF7kIkwtky7SXT7TSg0C0iIiJyQWBgICVLluSrr75i7969LF26lEGDBuVqExQUhKenJ/Pnz+fkyZOX7Il8JRUrVmTZsmUcO3bMuiDXK6+8wqpVq+jfvz8xMTHs2bOHuXPn5hp1/q9hw4bx448/MmzYMHbs2MGWLVsYNWoUAFWrVqVLly707duXFStWsGnTJh599FHKli1Lly5dAHjxxRdZsGABBw4cYMOGDSxduvS6wzFYRqifeeYZhgwZwvz589m+fTt9+/YlNTXVpnBzOb6+vgwePJiBAwcydepU9u3bx8aNG/niiy+YOnUqYAmu69atY8GCBezevZu33nrrkhXTn3nmGeLi4njhhRfYvXs38+bN4/3336d///55runCKO4PP/xgDd2RkZHMmTPnsiO4V+Pj40OfPn0YMmQIS5YsYevWrfTu3Rsnp9yx6ezZs8TExFgXItu1axcxMTHExsYClhHuu+66i5SUFCZNmkRiYiKxsbHExsZaf8GzatUqPv74Y2JiYjhw4AAzZsygX79+3HPPPVecTXEjIiMjmTZtGnXq1MHPz88axC/+3mz19NNPs2/fPgYNGsSuXbuYNm0aU6ZMuaTd9u3biYmJ4ezZsyQkJBATE3PJnuZgWUCtSZMm1KpV65LPRowYwYIFC9i/fz8xMTH06dOHmJgYnn766TzV7EgK3YVIRSfLlKQ0F8tS/YkK3SIiIiKAZUrpTz/9xPr166lVqxYDBw5k9OjRudq4uLgwduxYJkyYQGhoqDXMXsvbb7/NwYMHqVy5MqVLlwYso9bR0dHs2bOH2267jfr16/PWW29ddXQtMjKSn3/+mblz51KvXj1uv/32XCPbkydPpmHDhnTq1IlmzZphGAZ//PGHdQpsTk4O/fv3JyIigvbt21O9enW+/PLLvH5VuXzwwQf06NGDnj170qBBA/bu3cuCBQsIDAy87mu+8847DB06lJEjRxIREUG7du347bffrPfYP/3003Tv3p0HHniAJk2aEBcXx7PPPpvrGmFhYSxcuJC1a9dSp04dBgwYwAsvvHBdK2CbTCbraPZtt90GWP78/P39qV+/Pn5+fnm63ujRo2nVqhX33HMPd955Jy1btqRhw4a52sydO5f69etz9913A/Dggw9Sv359xo8fD1jWBPjnn3/YsmULVapUISQkxPo4cuQIYJmOP336dCIjI6lRowZDhw6lb9++/Pjjj3n+Dv5rypQpl8wiadOmDTk5ObkCduvWrcnJycnTbACw3GIxc+ZMfvvtN+rWrcv48eN5//33L2nXsWNH6tevz2+//UZUVBT169enfv36udokJCQwc+bMK/4i6Ny5czz11FNERERw1113cezYMZYtW8att96ap5odyWTYe0J+IZOYmIi/v791if7CbP6P9zAk8wAVzCXYuutlXmpbjefvqOroskRERKSYSU9P58CBA4SHh9s05VWkMJgyZQovvvgi586dc3Qphd7w4cOJioqybhMmVzZ8+HDmzJlz2RF4uPq/l7ZmTY10FyJlXCzTyw85nQXMnErKcGxBIiIiIiKFSEJCAj4+PrzyyiuOLqVQW7BggfXWBrm8w4cP4+Pjc9kRenvT6uWFSDW3ADi/V7uTx1EOnQ12aD0iIiIiUnw9/fTTfP/995f97NFHH7VOlS4sevToYb0/OyAgwLHFFHKrVq1ydAmFXmhoqHV0+8LK+/lFobsQ8XLxom1KKou8vXDx2cXJhJqOLklEREREiqm3336bwYMHX/azwnhbpq+vb55W2Ba5GhcXF6pUqVIwfRVIL2IbF3dapaZZQ/fxE2mOrkhEREREiqmgoCCCgoIcXYZIsad7ugsTD39aplmCtrPnUZKz40lM1wrmIiIiIiIiRZVCd2FSqiqlcszUNFsmIDj77Ob4OY12i4iISP4wm82OLkFEpFCzx7+Tml5emJSqBkD91BS2+bjj7H6S4+fSuKVM4bunRkRERIouNzc3nJycOH78OKVLl8bNze2SPX1FRG5mhmGQmZnJ6dOncXJyws3N7bqvpdBdmJSsAiYnymakgo87Jtd4Yg6f4/ZbtIq5iIiI2I+TkxPh4eGcOHGC48ePO7ocEZFCy8vLi/Lly+PkdP2TxBW6CxMXdwgMJzTd8n9+Tm6nORCX6uCiREREpDhyc3OjfPnyZGdnk5OT4+hyREQKHWdnZ1xcXG54JpBCd2ETFEHNPQcBcPaIZcOx/UB9h5YkIiIixZPJZMLV1RVXV1dHlyIiUmxpIbXCxsOf4JwcAp08ADiZuZP0LP32WUREREREpChS6C5s3HwAaOhWEgAn1zgOnElxZEUiIiIiIiJynRS6Cxt3S+iu6ewNgLPnEbYcTXBkRSIiIiIiInKdFLoLm/Mj3Y3wBMDFdyc7Tih0i4iIiIiIFEUK3YWNuy8A1XIM66Etp3Y7qhoRERERERG5AQrdhY2bZVq5V2YaVf1rAbAvaYcjKxIREREREZHrpNBd2JyfXk5mMo2CGwKQ6rSXrByzA4sSERERERGR66HQXdh4l7Y8J8XSNLQBAM6ehzmdlOHAokREREREROR6KHQXNhdCd1o89YPrA+DsfoqVhzTFXEREREREpKhR6C5sPPwtzxmJBLr5EUBNAKbu/syBRYmIiIiIiMj1UOgubC6EboCMRCJL9QHgUOpGssxZDipKRERERERErodCd2Hj4gauXpbX6Qk0KVcTI8cdgxwOJx52bG0iIiIiIiKSJwrdhdGF0e70BG4J8cWcbXl/OvWMA4sSERERERGRvFLoLowuCt0VS3pjyrHs3b0v7qQDixIREREREZG8UugujC6E7rRzuDg74eNSCoCY2D0OLEpERERERETySqG7MLpopBugkt8tAKyP3eyoikREREREROQ6KHQXRv8J3R2rW/brPp1+BMMwHFWViIiIiIiI5JFCd2HkEWB5To4FoHUly17dhmsch+MTHFSUiIiIiIiI5JVCd2EUUN7yfGQNAGG+ITiZ/TCZzPy5Z5UDCxMREREREZG8cGjoHjlyJI0bN8bX15egoCC6du3Krl27crUxDIPhw4cTGhqKp6cnkZGRbNu2zUEVF5Aqd1ieT+0AwGQyEegUAcC2uB2OqkpERERERETyyKGhOzo6mv79+7N69WoWLVpEdnY2d911FykpKdY2o0aN4qOPPuLzzz9n7dq1lClThrZt25KUlOTAyvOZT7DlOSMRzDkA+LqUBCAu/bSjqhIREREREZE8cnFk5/Pnz8/1fvLkyQQFBbF+/XpatWqFYRh88sknvPHGG3Tv3h2AqVOnEhwczLRp0+jXr58jys5/7n7/vs5IBM9AAtyCIBuOpm1xXF0iIiIiIiKSJ4Xqnu6EBMsiYSVKlADgwIEDxMbGctddd1nbuLu707p1a1auXHnZa2RkZJCYmJjrUeS4uIGLh+V1uqX+yt6NAYjPPkxChhZTExERERERKQoKTeg2DINBgwbRsmVLatWqBUBsrGX17uDg4Fxtg4ODrZ/918iRI/H397c+wsLC8rfw/HJh27AMS+gODyiPkeMJGOw4q/u6RUREREREioJCE7qfe+45Nm/ezI8//njJZyaTKdd7wzAuOXbBa6+9RkJCgvVx5MiRfKk3312YYn5+r+72tcpgziwNwNIDaxxVlYiIiIiIiORBoQjdzz//PHPnzuWvv/6iXLly1uNlypQBuGRU+9SpU5eMfl/g7u6On59frkeRdGGk+3zoDvbzoJyHZb/uBQcWO6oqERERERERyQOHhm7DMHjuueeYNWsWS5cuJTw8PNfn4eHhlClThkWLFlmPZWZmEh0dTfPmzQu63ILla/mFAwnHrIfaVYoE4GzWETJzMh1QlIiIiIiIiOSFQ0N3//79+f7775k2bRq+vr7ExsYSGxtLWloaYJlW/uKLL/L+++8ze/Zstm7dSu/evfHy8uLhhx92ZOn5L7Ci5fnsfuuhR+q2wcjxAFM2y45oirmIiIiIiEhh59Atw8aNGwdAZGRkruOTJ0+md+/eALz88sukpaXx7LPPEh8fT5MmTVi4cCG+vr4FXG0BC6pheT6xyXqojL8nbjkVyHLexZydS7izYksHFSciIiIiIiK2cGjoNgzjmm1MJhPDhw9n+PDh+V9QYRJ8aegGCPYO5mjWLnaeOVjwNYmIiIiIiEieFIqF1OQySlaxPGelQNw+6+F7q94LwKksbRsmIiIiIiJS2Cl0F1buvv/e133R/dvtq9cFwHBK4WRyogMKExEREREREVspdBdmIfUszxlJ1kNl/UpAjjcAyw5scUBRIiIiIiIiYiuF7sLMzRKuyUrJdTjAuSoAv+79raArEhERERERkTxQ6C7MXL0sz5mpuQ7XDbwdgM2JC8jIySjoqkRERERERMRGCt2F2YWR7ozc924/WrsDAAbZLN63tqCrEhERERERERspdBdm/uUsz/GHch2+tUIw3lm3AvDOXz/ZtPWaiIiIiIiIFDyF7sKsRLjlOf5grsNOTiaebGgZ7U7IOcySHacKuDARERERERGxhUJ3YRZQ0fIcfxD+M5rdskItAJw9jvPj2twj4SIiIiIiIlI4KHQXZgHlwcUDstPgzO5cH1Xyr4QTTpicM4g6Eu2gAkVERERERORqFLoLMxc3CKxoeZ0Um+sjN2c3OlfqBoB76QWcOJdWwMWJiIiIiIjItSh0F3ZuPpbnzORLPnqx0XNgmHD2OMmyQ5sKuDARERERERG5FoXuws79fOjOuDR0l/IsRQB1AZi3b0FBViUiIiIiIiI2UOgu7Nx9Lc9HL78fd/MytwOw+dzSgqpIREREREREbKTQXdhVudPyfGjlZT/ud2tnDLMzOc5n+X3vogIsTERERERERK5FobuwC29leT67D8zmSz6uVKIUbjmW/bzHbfy6ICsTERERERGRa1DoLuz8y4OTC2SnQ9Lxyza5K+g5AA6n7iAxM7EgqxMREREREZGrUOgu7JxdIKCC5XX8wcs2aR1eg5yM0oDBqmP/FFhpIiIiIiIicnUK3UVBQHnL87nDl/24Xc0ymNKrAPDn/qgCKkpERERERESuRaG7KAgIszxfIXQ7OZkIcasDQPTRxWTlZBVUZSIiIiIiInIVCt1Fgf/50J1w9IpN7gpvjWF2JZtUJmyeUECFiYiIiIiIyNUodBcFfmUtzye3XbHJHbeUJfNMJAAzds3AbFy60rmIiIiIiIgULIXuoqBMLctz3F4wjMs2KV/Cm8yzrTAMZ+Iz4pm1Z1YBFigiIiIiIiKXo9BdFJSqZtk2LCMR4vZdtklpX3fqlStN5qm7AJi4eSLZ5uyCrFJERERERET+Q6G7KHD1hEqRltcL37xis3Y1y5AZ3wyT2YvjKccZs25MwdQnIiIiIiIil6XQXVQ06GV5Prj8ilPMH2wcBoYbaScto93Tdk7jUOKhgqpQRERERERE/kOhu6io0tbynJkM6ecu2yTQ241aZf3IOteE8p51MRtmvtj4RcHVKCIiIiIiIrkodBcVbl7gVdLyOnbLFZu1qloaMFGe+wFYcGgBcWlxBVCgiIiIiIiI/JdCd1HiG2p53jX/ik3qlAsAYPN+H6oFVsNsmBm/aXwBFCciIiIiIiL/pdBdlFRqbXk+vPKKTVpUKYmrs4lj59KIDH4YgJ92/URmTmZBVCgiIiIiIiIXUeguSho+bnmO3QrmnMs28fVwpWu9sgBEbyyDn5sfAIsPLS6QEkVERERERORfCt1FSWBFMDmDOQvOXXlV8seaVwRg3cFzRJa7A4B3V7+LcYVVz0VERERERCR/KHQXJc4uEFLX8vrQqis2q1XWnyBfdwDuDOqLp4snSVlJzNozqyCqFBERERERkfMUuouaC/d1H1x+1WZ1yvkDsGBrPBElIgBYdGhRvpYmIiIiIiIiuSl0FzUVb7M8H1lz1Wad61pWOt94+Bz96vYDYPWJ1RxPPp6v5YmIiIiIiMi/FLqLmlLVLM9n90FmyhWbNatk2dN796kkwjxrUsa7DDlGDqPWjiqIKkVERERERASF7qLHvxx4WKaOE7f3is2C/DxoWCEQw4Al288yqpUlbC85vISoI1H5X6eIiIiIiIgodBc5JhOUrGp5HX/wqk0jq5UGYMXeOOoH1adzpc4AzNw9Mz8rFBERERERkfMUuoui0rdYno+tv2qz286H7sU7TrLu4Fm6V+0OwLa4bflanoiIiIiIiFgodBdFlSItzzE/Qk72FZvVCwvgtqqlAOj1zRrSUoJwNjlzOu00+8/tL4BCRUREREREbm4K3UVRRGfABCmnIOnEVZuOua8uVYJ8SM3M4fuVp2gQ3ACA8ZvHF0ChIiIiIiIiNzeF7qLI1QP8LFuCkXLqqk2D/DwY3rkmAHtOJdOnVh8A/jzwJ5tPb87XMkVERERERG52Ct1Flbflfm0O/3PNphVLeQFw5GwqDUo3pXGZxgAM/XsoOeacfCtRRERERETkZqfQXVS5eVueE45es2nZAE/KBniSlWMwf9sJXmr0EiZM7EvYx7Kjy/K5UBERERERkZuXQndRVe8Ry/PWmWA2X7WpyWTi7johAIyav4uaJWvy0C0PAbq3W0REREREJD8pdBdVEZ0sz8mxkHb2ms2fu70KACcS0olPyaRzZcue3dvjtvP1lq/zrUwREREREZGbmUJ3UeXhD16W7cA4vPqazf08XAn19wBg7+lkapasSWS5SADGbxpPQkZCflUqIiIiIiJy01LoLsoq32553j7HpuY1y/oDELXrFCaTibG3j6W0Z2kycjL4fOPn+VSkiIiIiIjIzUuhuyir+6Dlee8Sm5q3q1kGgOlrj5CdY8ZkMjGw4UAAftn9i0a7RURERERE7Eyhuygr1xhMTpZ7uo9vvGbzLvVC8fNw4UxyJsv3nAGgU6VOeLl4kW1ks/7k+vyuWERERERE5Kai0F2UefhZ7u0GOLPnms1dnZ3oWNuyivm6Q5bF10wmE50qWRZl+/vY3/lTp4iIiIiIyE1Kobuoq9bB8nzusE3Ny5f0AmDJjlOYzQYAd5S/A4C5++aSY86xf40iIiIiIiI3KYXuos6/nOU5/qBNzdtUD8LJBDtjk1h70DLafWvIrfi4+pCek85327/Lp0JFRERERERuPgrdRV3ZBpbnPQshJ/uazSNC/LgjIhiAdYfiAXBxcuG+6vcB8N2O7zAb5vypVURERERE5Caj0F3UVbkTPAIg+SQcXWvTKXfcEgTAb5uOW4/1r9cfH1cfTqWeYvWJa+/7LSIiIiIiItem0F3UObtCFcs92Wz60aZTLmwdtjM2iaPxqQC4O7vTIdxyf/isPbPsX6eIiIiIiMhNSKG7OKje0fK8ebpNzQO93WhRpSQAX0btsx7vXLkzAEsOLeFs+ln71igiIiIiInITUuguDsKaWJ6z0+HsAZtOGXB7VQB+WX+U+JRMAOoH1aeCXwWyjWzWxa7Ll1JFRERERERuJgrdxUFA2L/Be8dcm065NbwENUL8yMw2M3XVQevxRsGNAFhxbIW9qxQREREREbnpKHQXF7Utq4+zaCjkZF2zuclk4rHmFQCYsfYIqZmWlc87VeoEWPbsjkuLy59aRUREREREbhIK3cXFhdANsOtPm05pXyuEEt5uHE9IZ8mOUwA0KtOI6oHVyTFy+HXfr/lRqYiIiIiIyE1Dobu48AyACi0tr/ctsekUf09X2tW07Nm97Xii9fiDtzwIwJcxX3IgwbZ7xEVERERERORSCt3FSfPnLc8754E5x6ZTapX1B2Dh9ljrsW5VulG3dF0ycjJ48+837V6miIiIiIjIzUKhuzip3Abc/SHlNBxda9Mp7WqWwckE+0+nsHq/5R5uZydnPmz1Ic4mZzaf3szGUxvzs2oREREREZFiS6G7OHFxh2p3WV7vnGfTKaV83OlUJxSAGeuOWI+X9SnL3ZXuBmBI9BCyzNdenE1ERERERERyU+gubm6xBGV2zgPDsOmUBxuHATB/ayzGRedcWMn8ZOpJvtj4hX3rFBERERERuQkodBc3Ve4EZzc4uw+ObbDplJpl/XEyQWpmDtG7T1uPNw1pSt/afQH4dvu3JGQk5EvJIiIiIiIixZVCd3Hj7gtVz08xX/+NTaf4e7pSM9SyoNrq/Wetx00mE8/Vf44gryCyzFnM2DXD7uWKiIiIiIgUZwrdxVH1DpbnPYtsnmLes2kFANYePJvruJPJiTvK3wFYRrvj0uLsV6eIiIiIiEgxp9BdHNXsDk6ukHzSErxt0KxySQA2HI7nZGJ6rs8GNxpMRb+KnMs4xwdrPrB7uSIiIiIiIsWVQndx5OYFte+zvN75m02nhJXwon75AAwDFmyLzfWZm7Mbw5sPB2D+wfkcSz5mz2pFRERERESKLYXu4qqKZUo4G76FdNsWQOtYKwSAH1YfzrWKOUDD4IaU9SkLwJ8H/rRfnSIiIiIiIsWYQndxVaMruPtZXv/zlU2n3NuwHG4uTuw6mZRrQbULHr7lYQA+3fApK4+vtFelIiIiIiIixZZCd3Hl7AKRr1leb/nZpgXVAr3daHH+3u6XZ266ZLT7oYiHqBZYDYBhK4eRlZNl35pFRERERESKGYXu4qz+o+DqBWd2wXHb9ux+vWMEAEfOprFyX+6Vyl2dXPmm3TcEugcSmxLLtJ3T7F6yiIiIiIhIcaLQXZx5+EHl2y2v9y616ZSqwb7cVrUUAJuOnrvkc393f/rU7gPAr/t+tUuZIiIiIiIixZVCd3F3YUG1f8bbfMqF7cM2Hj532c87hFv2Ad8Tv4c1J9bcUHkiIiIiIiLFmUJ3cVelreU59Qyc3W/TKc0rW0a6NxyKv+znQV5BtK/YHoAZu2fceI0iIiIiIiLFlEJ3cRcQBgEVLK9PbrPplOrBvjiZIC4lk9iE9Mu2ub/6/QAsPrSYs+mXrnQuIiIiIiIiCt03h/LNLM+HbNvmy9PNmdpl/QFYtD32sm3qB9WnhEcJcowcftr5k13KFBERERERKW4Uum8Gtbpbnld/CUfW2nTKPfXKAjB747HLfu7i5MK91e4F4I8Df5Btzr7xOkVERERERIoZhe6bQdW7/r23e+EbNu3Z3bpaaQB2nEgiM9t82TaPRDyCl4sXhxIPEXUkyk7FioiIiIiIFB8K3TcDkwnuGQvO7nDkHzj09zVPCS/lTSkfd9Kycli1P+6ybUp4lKBTpU4ATN021a4li4iIiIiIFAcutjTq3r17ni88fvx4goKC8nye5BO/UKj/KKybBEvfhcf/tITxK3B2MtG2RhA/rjnCn1tOWEe+/6trla7M2D2DmNMxxJyKoV5QvXz6AURERERERIoem0a658yZg5ubG/7+/jY95s2bR3Jycn7XLnnVrL/l+fAqy4j3NdxdOxSAGeuOcDop47JtapeuTd3SdQEYHD2Y2JTLL7wmIiIiIiJyMzIZxrVv8HVyciI2NtbmkWtfX182bdpEpUqVrtpu2bJljB49mvXr13PixAlmz55N165drZ/37t2bqVNzT1tu0qQJq1evtqkOgMTERPz9/UlISMDPz8/m84qt2c/ApmnQsDd0/vSqTQ3DoMOny9kZm8TjLSoyrHPNy7ZLyEjggd8f4FjyMSJKRPBTp59wMunOBRERERERKb5szZo2JaO//vqLEiVK2Nz5n3/+SdmyZa/ZLiUlhbp16/L5559fsU379u05ceKE9fHHH3/YXIdcRvUOludtc67Z1GQy0a+15Rcn09ce4cjZ1Mu283f3Z0zrMQDsOLuDD9d8aJdSRUREREREijqbQnfr1q1xcbHp9m8AWrZsibu7+zXbdejQgXffffeq94y7u7tTpkwZ6yMv4V8uo2JLy3P6OchIumbze+qWpXHFQFIzc/hw/s4rtqtZqibvt3wfgGk7p3Ek8Yg9qhURERERESnSbJ4D3LJlS4YOHcrSpUtJT0/Pz5pyiYqKIigoiGrVqtG3b19OnTp11fYZGRkkJibmeshFvEqAV0nL64PXXsXc2cnE8Hss08rnbTnB2ZTMK7btXLkztUrWAmDoyqGkZxfc3xMREREREZHCyObQXb16daZNm8add95JYGAgkZGRvP322yxfvpysrKx8Ka5Dhw788MMPLF26lDFjxrB27Vpuv/12MjIuv6gXwMiRI3Mt6hYWFpYvtRVp9R62PC96y6bmNUP9qRrkg2HA/K1XXyjtxYYv4uLkwrqT6xi1dtSNVioiIiIiIlKk2bSQ2sWOHj3K0qVLiY6OJioqigMHDuDp6Unz5s25/fbbee21166vEJPpkoXU/uvEiRNUqFCBn3766YpT0jMyMnKF8sTERMLCwrSQ2sVObodxzSyvH/4Zqt11zVMmLtvPe3/soFGFQH55pvlV2y44uIDB0YPxdPFk8X2L8XPT9y4iIiIiIsWLXRdSu1i5cuXo1asXkyZNYt++fRw6dIiBAweyZs0a3nzzzRsq+lpCQkKoUKECe/bsuWIbd3d3/Pz8cj3kP4JrQInzK8v/9Z5Np3SsEwLAukPxnEm+8kwDgLYV2lLJvxJp2Wl8tuGzGypVRERERESkKLuufZ327dvHpEmT6NmzJ82bN+fTTz+lSZMmvP322/auL5e4uDiOHDlCSEhIvvZzU+j1q+X5RAycufIvMS4oG+BJjRDLLzBmbzh21bZOJideavQSANN3TWdP/LWvLyIiIiIiUhzZHLonT55Mr169KF++PA0aNGDmzJnUqlWLn3/+mfj4eBYuXMgbb7yRp86Tk5OJiYkhJiYGgAMHDhATE8Phw4dJTk5m8ODBrFq1ioMHDxIVFUXnzp0pVaoU3bp1y1M/chkB5SGkruX1jw+B2XzNU7o3sGwDN3XVQczmq9+V0KpcK24rexsGBkP/Hkoe72IQEREREREpFmy+p9vJyYny5cvz2muv8cQTT+Dq6nrDnUdFRdGmTZtLjj/22GOMGzeOrl27snHjRs6dO0dISAht2rThnXfeydPiaLbOs78pnd0PY+tbXj+5BMo1umrzA2dSuH1MFIYBXeuF8vED9TCZTFdsfyL5BO1ntcdsmPmq7Vc0C21mz+pFREREREQcxtasaXPoHjduHNHR0URHR5Oenk7Lli2JjIykdevWNGzY8Krhy5EUuq9h4u1wbD10mwB1H7xm82n/HOb12VsAmPx4Y9pUD7pq+2cXP8vyY8sp5VmKqe2nUt6vvF3KFhERERERcSS7L6T2zDPP8NNPP3HixAn+/vtvOnbsyJo1a+jUqROBgYHcfffd/O9//7NL8VKAyp4f3T4eY1Pzh5uU5+EmluD8xdK912z/Xsv3qBpYlTNpZ+i7sC9p2WnXW6mIiIiIiEiRc10LqdWoUYNnnnmG6dOns2HDBp577jlWrFjBK6+8Yu/6JL+F3Wp5PrrG5lO61bfc273lWAJpmTlXbRvoEciXd3yJp4snx1OOM2HThOsuVUREREREpKjJc+g+efIk06dP55lnniEiIoKwsDDGjBlD/fr1GTp0aH7UKPnpwn3cJzZDVrpNpzSqEEhYCU8yss18tvTaK5OX8S7D601eB2DS1kn8fezv6y5XRERERESkKLE5dPfv358aNWoQGhpKr1692LJlC/feey+LFi0iPj6eqKgohg0blp+1Sn4IqADeQWDOguMbbTrFZDLxZEvLPt9fRu3j4JmUa57TtUpXIstFAjA4ejDHkq++7ZiIiIiIiEhxYHPo3rBhA127dmX+/PnEx8ezYsUK3nnnHW6//XY8PDzys0bJTyYThN9meb1pms2n9WpWAS83ZwDGLt1j05Zg7932HmG+YSRnJfPUwqc4k3bmukoWEREREREpKmxevbyo0urlNjiwDKZ2Bo8AGLIXnG3bDm7FnjM8OukfAP4aHEl4Ke9rnnMk6QiPzHuE+Ix4GgQ1YHL7yTiZrmtpAREREREREYexNWu62HpBs9nMtm3bqF27NgDjx48nMzPT+rmzszPPPPMMTk4KUEVOWFPwKgmpcTCzD9z/rU2ntaxaimA/d04mZrD56DmbQneYbxjfdviW+367jw2nNvDZxs94ocELN/oTiIiIiIiIFEo2h+6ffvqJCRMmEB0dDcCQIUMICAjAxcVyiTNnzuDh4UGfPn3yp1LJPy5u0OYNmDcItv8K8QchsKJNp1YL9uVkYgZjFu6mXc0yeLg6X/Ociv4VebL2k3we8zlfb/maWiVrcUeFO27sZxARERERESmEbB6Wnjx5Mk8//XSuY9HR0Rw4cIADBw4wevRovv/+e7sXKAWkcR8IqWt5vW22zad1rWfZPuzw2VR+WX/U5vOeqvMUdUrVAWDwssG6v1tERERERIolm0P3jh07qFGjxhU/b926NZs2bbJLUeIgDR+3PG+dZfMpPRqW476G5QD4ffNxm88zmUxMvGsiXi5eZJuzeSnqJWJTYvNUroiIiIiISGFnc+g+c+YMPj4+1vf79++nYsWK1veurq6kpFx76ygpxCLuAScXiN0Mp3fZfNrAttUwmWD1/rNsPZZg83lerl6MiRyDs8mZDac20GNuD/bG772eykVERERERAolm0N3cHAwu3b9G8RKly6da9G0HTt2UKZMGftWJwXLuyRUvcvyeuGbYDbbdFpogCfta1r+7D9atDtPXbYs25If7/6RqoFVScxMZMiyIZpqLiIiIiIixYbNofuOO+7gvffeu+xnhmEwcuRI7rhDi2EVeZGvgbMb7FkI+5bafNor7W/BZIKlO0+x40RinrqMKBnBp20+xdvVm73n9tJ7fm/Mhm2BX0REREREpDCzOXS/8cYbbN26lSZNmvDzzz+zadMmNm/ezIwZM2jSpAnbtm3j9ddfz89apSCE1IFa91peLxtt82kVS3nTpnoQAGMW7iKv279f2ErMxeTCocRD/LL7lzydLyIiIiIiUhjZHLorV67MokWLSEpK4oEHHqBBgwbUr1+fBx98kOTkZBYuXEiVKlXys1YpKDW6WJ6PrIYVn9h82rORlXFxMrF4xylmrDuS526rBVbjvur3AfD9ju/JMefk+RoiIiIiIiKFicnI65AkEBMTw+7dlnt3q1atSv369e1emL0kJibi7+9PQkICfn5+ji6n6PjrfYj+0PK6z2IIa2zTaROX7ee9P3bg4+7CokGtCPH3zFO3cWlxdJjVgbTsNJ6s/SQvNHghr5WLiIiIiIjkO1uzps0j3RerV68e999/P/fff3+hDtxyAyJfg5B6lterv7D5tN4tKlI92JfkjGxG/rEzz92W9CzJoIaDAPhhxw9aVE1ERERERIo0m0L3oEGD8rQd2GuvvcbZs2evuygpBEwm6PK55fW2ORC71abTXJ2dGHVvHQDmbjrOkbOpee76geoPUNm/MmnZadw7914OJhzM8zVEREREREQKA5tC96effkpqqu3h6YsvvuDcuXPXW5MUFmVqQ6U2gGFZzdxGdcMCaFapJAC/bz6R525NJhMftPoAJ5MTcelxDIwaqNXMRURERESkSLIpdBuGQbVq1ShRooRNj7yMikshF1rP8hx/IE+n3VMvFID5W/MeugFuKXEL33X4DoC95/YyddvU67qOiIiIiIiII7nY0mjy5Ml5vnBwcHCez5FCqEILWPExbP7Zcp+3X6hNp10Y6d50NAGz2cDJyZTnruuUrsPgRoP537r/8dH6j6geWJ3mZZvn+ToiIiIiIiKOcl2rlxclWr38BhkGfNPesn1Yg15wz2c2nZadY6bGsAVkZpv59MF6dKlX9jq7NxiybAgLDi4A4LsO31EvqN51XUtERERERMRe8nX1crmJmExw5zDL6y2/QKptC+S5ODvRulppAL5enrep6bm7NzG02VAiSkQA8NSipxgXM073eIuIiIiISJGg0C3XVr4ZBNWArFSY+aTNp73XrRYAW44l8PO6I9fdvZ+bH1+3+5r6QfVJy07jy01f8svuX677eiIiIiIiIgVFoVuuzWT6d1r5viVwbINNpwX5etCzaQUAhvyymVX74q67BD83P75p9w3tKrYD4L1/3uO77d9d9/VEREREREQKgkK32KZcI6h1r+X1nGcgK92m04Z1rsFtVUsB8NGiXWRk51x3CS5OLrzb4l3urnQ3ZsPMqLWj+HrL15pqLiIiIiIihZZCt9juzuHgEQCnd0LM9zad4uLsxHtda+Pm4sTag/EMnB5zQyV4uHgwsuVIHqj+AACfbviUj9d/fEPXFBERERERyS95Dt0pKSm89dZbNG/enCpVqlCpUqVcDynGAsKgYW/LaxunmAOUL+nFqB51AFiw7SS7YpNuqAyTycQbTd5gcKPBAEzZNoUNJ22vR0REREREpKDYtE/3xZ588kmio6Pp2bMnISEhmEx5339ZirByjSzP+5ZCThY4u9p0Wtf6Zfk15hh/7TrNgB838tvzLXFzuf6JFiaTiUcjHmXFsRWsPrGaAX8N4PsO31PRv+J1X1NERERERMTe8rxPd0BAAPPmzaNFixb5VZNdaZ9uO8tIho8iICMRHpkJVe+0+dTj59K4Y0w0aVk5PNKkPO91q33D5aRlp/HYn4+x4+wOKvlXYkLbCZTxLnPD1xUREREREbmafNunOzAwkBIlStxQcVKEuftAucaW11t+ztOpoQGevNK+OgBzNh4jMT3rhsvxdPHkyzu/JMgziP0J+3ng9weIS7v+VdJFRERERETsKc+h+5133mHo0KGkpqbmRz1SFNToYnneHwV5myhBz2YVKV/Ci5TMHL5bdcgu5ZTyLMWkdpMI8Q7hbPpZJmyeYJfrioiIiIiI3Kg8h+4xY8awYMECgoODqV27Ng0aNMj1kJtAnQfA1RuSY+HEpjyd6uxkol9ry4J7oxfsYvbGo3YpqaJ/RZ6v/zwAP+78kbWxa+1yXRERERERkRuR54XUunbtmg9lSJHi6gGV28DO32HxMHj4Z3Bxs/n0Hg3KMXvDMdYdiufVmVtoEl6S0ADPGy6rQ3gHZu2ZxbqT63hy4ZO82+JdOlfufMPXFRERERERuV55XkitqNFCavnk5Hb4+k7ISoHyzaHXHHBxt/n0jOwcWo+KIjYxnVvK+PL1Y40oF+h1w2UlZSbx2vLXiD4aDcDHkR9zZwXbF3sTERERERGxRb4tpCYCQHANuG8KuPnC4ZWw7H95Ot3dxZnJjzfG39OVnbFJvDpzi13K8nXz5ZM2n9C5kmWE+/UVr3M0yT5T2EVERERERPLKptBdokQJzpw5A/y7evmVHnITqXYXdPrI8nrjd5Z9u/MgIsSPmc80w8XJxIq9Z9h9MskuZbk4uTC8+XCqBVYjLTuN8ZvG2+W6IiIiIiIieWXTPd0ff/wxvr6+AHzyySf5WY8UNTW6wII3IOkEbPweGj2ep9OrBPlyZ0Qw87fF8ubsrUx5ojFebnleauASbs5uPFfvOQb8NYBf9/1Kh/AOtChbNPaWFxERERGR4kP3dMuNWz4Glrxtef3yAfDK24yHLUcTeOCrVaRm5tCrWQXe7lLLLmVl5WTR9pe2xKVb9u0e3mw4Par1sMu1RURERETk5lYg93TffffdnDhx4kYuIcVB7fv+fb1mYt5PL+fPO+eD9rerDnEqKd0uZbk6u/Jr119pW6EtAKPXjWbz6c12ubaIiIiIiIgtbih0L1u2jLS0NHvVIkVVQHmIfN3yevuv13WJu+uEEODlCsCDE1az9ViCXUrzd/fn/Zbv4+fmR0pWCr3+7KU9vEVEREREpMBo9XKxj1v7gpMLnNoG+/7K8+kers5Me7IpJb3d2H8mhe7jVnL8nH1+oePh4sGse2bRKLgROUYOLyx9ge1x2+1ybRERERERkau5odBdoUIFXF1d7VWLFGVeJSDCsk0Xvw+ErLwH5hqhfiwc2IpAL1cys80M+HEjqZnZdikv2DuYsbePpaxPWZKykhi+crhdrisiIiIiInI1NxS6t27dSlhYmL1qkaKu86fgGwLxB2D91Ou6REkfd6b1bYqTCdYdiqfrF39zJjnDLuX5uvnyVtO3ANhxdgdfb/naLtcVERERERG5EptWL9+82fbFp+rUqXNDBdmbVi8vYGsnwbxB4BEAL24GD//ruszi7ScZOCOGpPRswkt588vTzSjp426XEsesG8OUbVMAeL7+8zxV5ym7XFdERERERG4etmZNm0K3k5MTJpMJwzAwmUzW4/99D5CTk3MDZdufQncBy86EL5vA2f0QcQ/cNxWcrm9CxcbD8Tzy9T+kZubQuGIgP/ZtiovzjS9DYBgGI1aNYOaembg4ubCwx0JKe5W+4euKiIiIiMjNw65bhh04cID9+/dz4MABZs6cSXh4OF9++SUxMTFs3LiRL7/8ksqVKzNz5ky7/QBSRLm4QcfR4OQKO+bCxm+v+1L1ywcy9YlbAVh7MJ5xUfvsUqLJZGJ48+HUKVWHbHM27//zvl2uKyIiIiIi8l82jXRf7NZbb2X48OF07Ngx1/E//viDt956i/Xr19u1wBulkW4HiR4Nf70LXiWh/xrwLnXdl/rhn0O8MXsrJhN83asRd0QE26XErWe28sgfj2A2zDxd92merfvsJTM3RERERERELseuI90X27JlC+Hh4ZccDw8PZ/t2bcMk5zV9xrJ/d2ocbPzuhi718K3lebhJeQwDBs3YRGxCul1KrFWqFn1q9QFg/KbxdJ7TmcWHFtvl2iIiIiIiInAdoTsiIoJ3332X9PR/g09GRgbvvvsuERERdi1OijB3H2j2vOX14uGQeva6L2UymXijYwSh/h4kpGXx9PfrSc+yz9oBz9d/noENB+Lt6s2hxEMMjBpI1JEou1xbREREREQkz9PL16xZQ+fOnTGbzdStWxeATZs2YTKZ+P3337n11lvzpdDrpenlDpSVBqMqQVYqNHkaOnx4Q5fbdjyBHuNWkp5l5p66oXz6YD27TQdPzUpl2MphzD84n1KepZjTZQ7+7te38rqIiIiIiBR/dl29/L9SU1P5/vvv2blzJ4ZhUKNGDR5++GG8vb1vqOj8oNDtYDE/wpynwTMQnlkFfiE3dLmVe8/w6KR/MBtwf6NyvN+ttl1WNAfIyMng3rn3cjDxIPVK12NC2wl4uXrZ5doiIiIiIlK85GvoLkoUuh0sIwnGNYdzh6H2fdDj6xu+5PerD/HmnK0A9G5ekeH31Lzha16w6fQmHp//OFnmLJqFNOPzOz7HzdnNbtcXEREREZHiId8WUgP47rvvaNmyJaGhoRw6dAiAjz/+mF9//fX6qpXiy90Xenxjeb3lZ8v+3Tfo0aYVGHE+aH+/+hAbD8ff8DUvqFu6Lp/d/hnOJmdWnVjFg/Me5Fz6ObtdX0REREREbi55Dt3jxo1j0KBBdOjQgfj4eHJyLAtaBQYG8sknn9i7PikOwhpD+eaW1zN6QWbqDV+yV7MK3F07hGyzwbM/bOBkon1WNAdoUbYFY28fi7PJmT3xe3jr77co5hNCREREREQkn+Q5dH/22WdMnDiRN954AxcXF+vxRo0asWXLFrsWJ8VIx1Hg4gmxW+Cf8Td8OZPJxPvdauPn4cKJhHRG/LbNDkX+q1W5Voxva6kz6mgUw1YOU/AWEREREZE8y3PoPnDgAPXr17/kuLu7OykpKXYpSoqhMrXhjrcsr1eOhZzsG76kv5cr3/RuDMAfW2IZ+ccOzGb7BeOmIU0Z3GgwALP3zuaVZa+Qbb7xukVERERE5OaR59AdHh5OTEzMJcf//PNPatSoYY+apLiq/yg4u0NaPPz9sV0u2ahiCfreFg7AhGX7eWfedruOSD9W8zHebPImAH8e/JPnlz5PSpZ+uSQiIiIiIrbJc+geMmQI/fv3Z/r06RiGwZo1a3jvvfd4/fXXGTJkSH7UKMWFhz+0e8/yeum7sPEHu1z29Y4RDGlXHYDJfx/k/T922OW6FzxwywOMvG0kACuOreDx+Y+TmnXj96WLiIiIiEjxd11bhk2cOJF3332XI0eOAFC2bFmGDx9Onz597F7gjdKWYYXQgjdg1eeW1w16QeexYDLd0CUNw2Dwz5uZueEobi5OjH2wHu1r3die4P+17OgyXl72MilZKTQJacLYNmO1j7eIiIiIyE2qQPbpPnPmDGazmaCgoOu9RL5T6C6EzDnw63OwaZrlfY2ulv27nV1v6LKGYfDopH/4e28cAJ8+WI8u9creYLG5rTy+kn6L+gFQ2rM0z9Z7lnur3WvXPkREREREpPDL1326s7OzWbx4MTNnzsTT0xOA48ePk5ycfH3Vys3FyRm6jYOu4yzvt8+BdZNv+LImk4lJjzWmS71QAF74KYYlO07e8HUv1jy0OZ/d/hklPEpwOu00I1aN4OfdP9u1DxERERERKT7yHLoPHTpE7dq16dKlC/379+f06dMAjBo1isGDB9u9QCnG6j0Mt59f0fzPl+H07hu+pIerMx/fX4/I6qUB6DN1HZP/PnDD171YZFgki+5dxIPVHwTg7VVv88MO+9yfLiIiIiIixUueQ/cLL7xAo0aNiI+Pt45yA3Tr1o0lS5bYtTi5CbQcCCUqAQZ81w2Sbnxk2snJxBcPN6BRhUAARvy2nSl2Dt5uzm68euurdKrUCYAP1nzAlK1T7NqHiIiIiIgUfXkO3StWrODNN9/Ezc0t1/EKFSpw7NgxuxUmNwknZ2j/AWCCxKPw9Z2QfPqGL+vt7sKPTzWlbY1gAIb/tp3o3Td+3Ys5Oznzfsv3rSPeY9aPYcauGXbtQ0REREREirY8h26z2UxOTs4lx48ePYqvr69dipKbTLV28ORi8AmGhMMw+ym7XNbV2YmvejbkjlssC/31/XYd6w6etcu1LzCZTLze5HV6VO0BwPv/vM/yo8vt2oeIiIiIiBRdeQ7dbdu25ZNPPrG+N5lMJCcnM2zYMDp27GjP2uRmUq4RPHJ+QbJ9S+F4jF0uazKZ+PjBelQL9iEz28x9E1bx/epDdrn2xX282fRNWpZtSY6Rw7NLnmXGrhlkmbPs2o+IiIiIiBQ9ed4y7Pjx47Rp0wZnZ2f27NlDo0aN2LNnD6VKlWLZsmWFbvswbRlWxHzfA/Yuhsq3w4M/gquHXS57KjGdwb9sZtn5KeYP3VqeVzvcgr/njW1TdrGsnCwGRw9m6ZGlAIT7hzO53WRKepa0Wx8iIiIiIlI45Os+3Wlpafz4449s2LABs9lMgwYNeOSRR3ItrFZYKHQXMad2wrhmYJghojM88L3dLp2dY2bQjE3M3XQcgFpl/Zj1TAvcXK5r57zL92HOZtKWSUzeNpmUrBSqB1Zn4l0TCfQItFsfIiIiIiLieHYP3UOHDuXVV1/Fy8sLgPj4eAICAjCZTPapOJ8odBdBa7+GeS9ZXt/1LjR/3m6XNgyDuZuO88rMzaRnmbmnbihjH6pvt+tfsP/cfp5Y8ARx6XGEeIfwYoMX6VhJt1+IiIiIiBQXtmZNm4f43nvvPZKTk63vK1SowIED9t2GSQSAxk/CrecXU/vrfTCb7XZpk8lEl3pleb9bbQDmbjrO9LWHuY4JH1dVKaAS37T/htKepTmRcoJXlr/CR+s/Itucbdd+RERERESkcLM5dP83lNg7pIjkcudwcHaDrFT4+THIsW9Y7d6gHB1rlwHglZlbmLHuiF2vD1DJvxKz7pnF4zUfB2Dy1sncPetutsdtt3tfIiIiIiJSONnvZlYRe3LztgRvgB1zYfkYu3cx5r569GhQDoARv21n1b44u/cR4BHAwIYDGdxoMCZMHE85zgO/P8DEzRP1iysRERERkZuAzaHbZDKRlJREYmIiCQkJ1q3CEhMTcz1E7KZZf2g30vI66n34Z4JdL+/p5sx73WpRt5w/qZk5PDZ5Df/st3/wNplMPFbzMX7v9juR5SIBGLtxLB+s+YAc86V73ouIiIiISPFh80JqTk5OuRZNMwzjsu9zcgpXiNBCakWcYcD81+CfcZb3ncdCw8fs2kVSehaPT17LukPxlPR24/cBLQnxz7+V+L/f/j0frv0QgFolazG8+XCql6ieb/2JiIiIiIj92X318ujoaJs6bt26tW0VFhCF7mLAMODX/hDzg+X9/d9BjXvs2kVKRjYdxy7nUFwqdcv588szzXF1zr+7LxYcXMCIlSNIykrCxeTCE7Wf4Jm6z+Di5JJvfYqIiIiIiP3k6z7dRYlCdzFhGDDrKdgyw/J+4HbwL2vXLrYeS6Dbl3+TlWNwW9VSjHu0IT7u+ReCT6We4r3V77H0yFIAAt0DaVO+Dc/Xf55SnqXyrV8REREREblxdt8yTMShTCbo+iV4nQ+jq7+0exe1yvrzyQP18XB1YvmeMzzy9T9k5dhvu7L/CvIK4pM2nzCi+QgC3AOIz4hn1p5Z3DP7HsZtGse59HP51reIiIiIiBQMhW4pOpxd4baXLK/XTYYdv9u9i7vrhDD9qWZ4uTmz6cg5Pluyx+59XMxkMtG9aneW3r+UcXeOo6xPWZKykvgy5kvumnkXX2/5WoutiYiIiIgUYQrdUrQ06QfhrSArBWb0hJ1/2L2LumEBvNL+FgDGLt3LhsPxdu/jv1ydXGlZtiW/d/ud0a1GE1EigrTsND7d8Cldf+3Knwf+zPcaRERERETE/nRPtxQ92Rkw/VHYsxA8AuC5deBT2q5dGIbB/RNWsfZgPB6uTkzs1Yjbqtq3j2v1//Pun/lkwyckZSYB0DC4Id2rdufO8nfi5epVYLWIiIiIiMiltJDaeQrdxVR6InzeGJJjoXxzePQXcPO2axexCek8/PVq9p9OwckE0/s1o3HFEnbt41qSM5OZtHUSU7ZOIdvIBsDH1YcHb3mQPrX64OPmU6D1iIiIiIiIhV1Dd/fu3W3ueNasWTa3LQgK3cXYgeUwtZPldfW74YHvwMnZrl3EJqTT9qNokjKycXYyMeKemjzatIJd+7CpjpRYft37K7/u+5UjSUcAKO9bnucbPE+7Cu0wmUwFXpOIiIiIyM3MrquX+/v7Wx9+fn4sWbKEdevWWT9fv349S5Yswd/f/8YrF7FV+G3Q5k3L613z4Itb4eQ2u3ZRxt+DFa/cTtNKJcgxG7w5Zysj/9xBRnbBLm5WxrsM/er24/duv/NR5EcEeQZxOOkwQ6KH8PiCx9kWZ9+fW0RERERE7CPP08tfeeUVzp49y/jx43F2towq5uTk8Oyzz+Ln58fo0aPzpdDrpZHum8CKj2HZGMhMAp9geHAalGtk1y7MZoNRC3YxPnofAE3CS/BN78Z45+M+3leTnJnMt9u/5Zut35CRk4GzyZk+tfvweM3HNeVcRERERKQA5Ns+3d988w2DBw+2Bm4AZ2dnBg0axDfffJOnay1btozOnTsTGhqKyWRizpw5uT43DIPhw4cTGhqKp6cnkZGRbNumET35j5YD4bk1ULIqJJ+Eb9rDkbV27cLJycSrHW5h7EP1cXU28c+Bs/QYt5LTSRl27cdWPm4+PFvvWeZ2ncud5e8kx8jhq81f0Wp6Kz5Y8wEpWSkOqUtERERERHLLc+jOzs5mx44dlxzfsWMHZrM5T9dKSUmhbt26fP7555f9fNSoUXz00Ud8/vnnrF27ljJlytC2bVuSkpLyWrYUd36h8OQiKNsQzFmW7cQOrbJ7N/fUDWVir0b4ebiwMzaJhyeuJiUj2+792CrUJ5SPIj/io8iPqOhXkSxzFj/s+IGuv3Zl3v55ZOZkOqw2ERERERG5junlgwYNYsqUKbz++us0bdoUgNWrV/PBBx/Qq1cvPvroo+srxGRi9uzZdO3aFbCMcoeGhvLiiy/yyiuvAJCRkUFwcDAffvgh/fr1s+m6ml5+k0k8DhPvgKTjlvdPLrH7VHOAA2dS6DR2OSmZOdx+SxATezXC2cmxi5kZhkH00Wg+WPMBx5KPARDsFcxbTd+iZdmWONt5kTkRERERkZtZvm0ZZjab+d///senn37KiRMnAAgJCeGFF17gpZdeyjXtPC/+G7r3799P5cqV2bBhA/Xr17e269KlCwEBAUydOvWy18nIyCAj498pv4mJiYSFhSl030xSz8K45pB0AoJrw9PLIR9W9160/SR9v7UsKNipTgj/u68uHq6OD7Zp2WlM3TaVaTumEZ8RD0AJjxIMbjSYTpU6aaVzERERERE7yLd7up2cnHj55Zc5duwY586d49y5cxw7doyXX375ugP35cTGxgIQHByc63hwcLD1s8sZOXJkrtXWw8LC7FaTFBFeJeCRny2vT26Bvz/Nl27a1gjmna61APh98wn6fbeewrDtvaeLJ0/XfZrfuv3GoxGP4ubkxtn0s7y+4nX6LuzL+pPrHV2iiIiIiMhNI8+h+2J+fn75Pnr831E5wzCuOlL32muvkZCQYH0cOXIkX+uTQqpMbWjUx/J6yduw5B0w23+br55NKzCxVyPcXJyI3n2ar5btt3sf18vf3Z9Xbn2FRfctoluVbgD8E/sPvef35ustX5NlznJwhSIiIiIixV+eQ/fJkyfp2bMnoaGhuLi44OzsnOthL2XKlAG4ZFT71KlTl4x+X8zd3d36y4CC+KWAFGId/wfVOoCRA8v/B9+0g+RTdu+mbY1gXm1/CwAfzN/Jqn1xdu/jRpTwKMHbLd5m5j0zaVuhLQCfbviUe2bfw4KDC0jNSnVwhSIiIiIixVeeQ3fv3r3ZsGEDb731Fr/88guzZs3K9bCX8PBwypQpw6JFi6zHMjMziY6Opnnz5nbrR4oxJyd46EfoOg6c3eHoWvium+Webzt7vEVFOtUJwTBg2Nyt5JgdP838v6oFVmNM6zG81PAlvF29OZp8lMHRg7lr5l0sObSkUEyNFxEREREpbvK8kJqvry/Lly+nXr16N9x5cnIye/fuBaB+/fp89NFHtGnThhIlSlC+fHk+/PBDRo4cyeTJk6latSrvv/8+UVFR7Nq1C19fX5v60OrlAsDxGPj2HkhPsEw97zXXcu+3HZ1NyaTlh0tJzcyhQ60yfPZQfVycb+gOjnxzNv0s42LGMW//PJKyLFvwdQjvwIsNXiTUJ9TB1YmIiIiIFH75tnp5jRo1+OGHH3KtKH69oqKiaNOmzSXHH3vsMaZMmYJhGIwYMYIJEyYQHx9PkyZN+OKLL6hVq5bNfSh0i1XsVstId8opKB0BvX8H71J27WLSigO88/t2AG6tWIIpTzTGy83Frn3YU0pWCp9t/IzpO6eTbVj2G+9QsQODGw8myCvIwdWJiIiIiBRe+Ra6Fy5cyJgxY5gwYQIVK1a80TrznUK35HJiM0y5GzISwSMAekyCqnfatYtp/xzmjTlbMAyICPFjer+m+Hm42rUPe1t/cj2fbfzMurK5t6s3fWr14Y4Kd1DJv5KDqxMRERERKXzyLXQHBgaSmppKdnY2Xl5euLrmDhNnz9r/ftkbodAtlzgeA7P6wpnd4OYDTy6GoAi7drF8z2me/m49KZk51Cnnz8vtbqFFlZKFfo/sjac2MmzlMA4kHLAe61ypM++2fBcnU+GcKi8iIiIi4gj5FrqnTp161c8fe+yxvFwu3yl0y2VlpsJ3XeHIPxAYDk9FgWeAXbtYtS+Ox6esIT3LDECLKiWZ3PtW3FwKd3jNyMlg1p5ZRB+J5u/jfwMQ5BlEv7r96FKlC+7O7g6uUERERETE8fItdBc1Ct1yRSlnYEIrSDwGrV+FNq/ZvYu9p5KZuGw/P68/gtmABxqF8UGP2oV+xPuCX3b/wui1o0nNtmwrVtKjJI/WeJSHbnkIb1dvB1cnIiIiIuI4dg3diYmJ1oskJiZetW1hC7YK3XJVf38Ki4ZaXt/zGdTvCfkQiH9ac5hXZ20BoGmlEnzYow4VShaN0JqalcqsPbOYun0qsSmxALg5udEwuCGP1niU28reVmR+iSAiIiIiYi92Dd3Ozs6cOHGCoKAgnJycLvsf2IZhYDKZyMnJubHK7UyhW64qOwMmd4BjlgXEaPwktP8QnO274rjZbDDyzx1MXXWIzGwznq7ODL+nBvc3CisygTXLnMXv+37n6y1fczjpsPV4k5AmvNr4VaoEVnFgdSIiIiIiBcuuoTs6OpoWLVrg4uJCVFTUVUNC69atr6/ifKLQLdeUlQZL34VVn1veN3gMOn+aLyPeR86m8tLPm1hzwLLgYKtqpRlzX11K+xad+6QNw2B73HZ+3v0zv+77lWxzNs4mZ/rU7kOfWn3wcvVydIkiIiIiIvnO7vd07927lypVit5IlkK32CxmGsx5xvL6ge8honO+dJOVY2b0gl18tWw/ACW93fj6sUbULx+YL/3lp93xu/l4/cesOLYCgCCvIJ6r9xx3VrgTXzdfB1cnIiIiIpJ/7B66nZycKFu2LG3atLE+tE+3FDuLh8OKj6FEJXhmJbh65ltXq/fH0e+79SSkZeFkgne61uLhW8sXmenmFxiGwR8H/mDU2lGcTbeM4DuZnIgsF0mnyp1oVa6VVjwXERERkWLH7qF7+fLlREdHExUVxapVq0hPT6d8+fLcfvvt1hBetmxZu/0A9qLQLXmSdg4+rQvp5+CWTtDlC7tvJXaxsymZvDlnC39ssSxQVi8sgHGPNiDEP//Cfn5Jy07jx50/MmvPLA4lHrIe93Pzo1uVbvSq2YsgryAHVigiIiIiYj/5umVYVlYWq1atIioqiqioKFavXk1GRgZVqlRh165dN1S4vSl0S57tXgg/PghGDviUgZ6zIbhGvnWXYzb4fOlePlu6h2yzga+7C0PaV+eeuqEEeLnlW7/5ad+5ffyy+xcWHFzA6bTT1uORYZG8UP8FLbomIiIiIkVegezTnZaWxooVK1iwYAETJ04kOTlZq5dL8XB4NfzSBxKPglcpeG4teJXI1y53xSbR99t1HD5r2RM70MuVVzvcwn0Nw3ByKlpTzi/IMecQdSSKb7Z+w+YzmwEwYaJTpU48dMtD1CpVq8hNpxcRERERgXwK3enp6axcuZK//vqLqKgo1q5dS3h4OK1bt6ZVq1a0bt260E0xV+iW63ZsA0xsY3ntV9ayj3fl2/NlVfMLUjOzmfbPYX5ae4S9p5IBqBHix5D21YmsVrpIB9StZ7YybtM4lh1dZj3WLKQZgxoNonpg9SL9s4mIiIjIzcfuobt169asXbuWypUrWwN269atCQ4OtlvR+UGhW27Ivr/gtwFw7vy+1NXaQ5cvwbtkvnabnWPmm78P8NmSvSRlZANwZ0QQr3eMoFJpn3ztO79tPbOVr7d8zdLDSzGw/PNTt3RdulXpRsdKHfF0KXr3s4uIiIjIzcfuodvV1ZWQkBC6du1KZGQkrVq1olSpUnYrOL8odMsNy0iC+a/Cxu8t70tWhYd+glL5f1/y2ZRMxi7Zw9RVBzEM8HR15qP769KuZpkiO+X8gn3n9vHJhk+IOhJlPRbgHkC3qt24r9p9hPmGOaw2EREREZFrsXvoTklJYfny5URFRfHXX38RExNDtWrVaN26NZGRkbRu3ZrSpUvb7QewF4VusZuDf8OMXpB6Btz9oe0IaPR4gXS96cg5hv+2jY2HzwFQvoQXA9tWpWu9skV+WnZsSiy/7fuNn3b9xKnUUwA4m5y5s8Kd3Fb2NjqGd8TV2dXBVYqIiIiI5JbvC6klJSWxYsUK6/3dmzZtomrVqmzduvW6i84PCt1iV0knYfqjcHSN5f3DM6BauwLpOj0rh+FztzEn5hjpWWYA6pcPoF+ryrSuVhpPN+cCqSO/ZJmz+GP/H/yw4wd2nN1hPV6rZC361e1HZFik44oTEREREfmPfA/dZrOZtWvX8tdff/HXX3+xYsUK0tPTtXq5FH/ZGTDlbji6Ftx84YHvoHKbAus+NTObScsP8OkSyxZjAG4uTrSuVppxjzTAxdmpwGrJD4ZhsPnMZv46/BfTdk4jLTsNgDvK38HgRoMp51vOwRWKiIiIiORD6Dabzaxbt846vfzvv/8mJSWFsmXL0qZNG+ujQoUKdvsh7EGhW/JF8mn4oQec2ASYoOmz0PZtcHYpsBIOxaUw+e+DLN5xkqPxlmBayseNZyOr8EjT8ri7FO2Rb7BMPf9m6zf8uPNHwLLdWM2SNbm32r20rdgWPzf9b1pEREREHMPuodvPz4+UlBRCQkKIjIwkMjKSNm3aULlyZbsVnR8UuiXfZKbCvEGwyRIIadwXOo7O1y3FLscwDL5ddYhhc7dZj5XycWdk99q0rVG4dxew1fqT6/lq81esPL7SesyEiTql69C2Qls6hnektFfhW1NCRERERIovu4fuCRMm0KZNG6pVq2a3IguCQrfkK8OAlWNh0VDL+9K3WLYUK9ewwEs5lZTO7A3H+HrFAU4nZQBwSxlfOtUJ4bHmFfH1KPqLkcWmxDJ7z2x+2/8bR5KOWI87mZy4q8JdPFrjUeqWruvACkVERETkZpHv93QXFQrdku8MA6I+gOgPLO9NTtD6FWg5EFzcC7yctMwcxizcxeSVB8k5f893SW83xvdsSOOKJQq8nvxgGAZHk4/y1+G/+OPAH2yL+3eUv2lIU9pVbEdkWCSlPAv/toYiIiIiUjQpdJ+n0C0FJm4f/PkK7F1kee/uDx0+hHoPOaScsymZ/Ln1BO/8vt262nnDCoE82TKcu2qWwbmI7/N9sfUn1/PL7l/4ff/v1mPOJmduL387XSp3oUXZFrg4Fdz99iIiIiJS/Cl0n6fQLQXunwkQPcqyn7fJCbpPhNr3OqycY+fSGLNwF79tOk5Wzr8j313rl6Vb/bLUKuvvsNrsbf+5/Sw5vISlh5eyNe7f7QuDPIO4p8o9dKvSjfJ+5R1YoYiIiIgUFwrd5yl0i0OYzfBrf9g0zfK+yTPQ+mXwctz07lOJ6Xy3+hDfrz5EfGqW9fitFUvweIuKtK9VBlMBLwKXn3ae3cncfXP5fd/vxGfEW493qtSJt1u8jatT0b/HXUREREQcR6H7PIVucZjsDPjthX9XN/cMhDZvQMPe4Oy4wJedY2bJzlP8sv4oi3ec5MK/ANWDfXmrUw1aVi1e90Fn5WTx15G/mLV3Fn8f+xuAUp6leLHBi3QI74Cbs5uDKxQRERGRokih+zyFbnG4nX/Akrfh9A7L+5JV4fY3IKILODk5tLSDZ1L4ce1hvlt1iNTMHADqhQXQu3lFOtUJwcXZsfXZ2/yD8xn691DSsi37mpf0KMn91e/nvmr3acsxEREREckThe7zFLqlUMjJghWfwKrPIf2c5ViFltDja/ALcWRlAJxLzWTor9v4ffNxzi94TqVS3jzcpDxtawRToaS3Ywu0o7i0OGbvnc2PO37kVNopAFxMLrQPb0/vmr2pXqK6gysUERERkaJAofs8hW4pVNLiYfV4WPkZZKWAd2loNxJq9XD4qDfA6aQMJq04wPerD5GckQ2AyQTd65fjxTurElbCy8EV2k+WOYtFBxfx066f2HhqIwAmTHSu3JleNXpRLbBasbrHXURERETsS6H7PIVuKZRO7YQZveDMLsv7Sm0so97eheN+6rjkDObEHOevnadYsfcMYAnf9zcMY3C76pT2Lfj9x/PT1jNbmbx1MgsPLbQeqxJQhXsq38N91e7Dx83HgdWJiIiISGGk0H2eQrcUWlnplhHvFR9BViqYnKFSa2jaH6re6ejqrGKOnGPU/J2s3BcHgJ+HCx/0qEPH2o6fFm9vMadimLR1EiuPrSTTnAlAqHcow5oNo1loM418i4iIiIiVQvd5Ct1S6B3bAL+/CCc2/XusUhvo+D8oVcVhZf3XP/vjGDRjE8fOWRYhe6JFOK92uAU3F8dPi7e3s+ln+fPAn0zdNpUTKScAqFO6Do/c8gjtKrbD2cnZwRWKiIiIiKMpdJ+n0C1FRtw++GcCrJlgee/mC93GQURnx9Z1keSMbN7+bRsz1h0FLIut/fhUU4L9PBxcWf6IS4tj1NpRLDi4gBzDsrp7RIkIBjQYQMuyLR1cnYiIiIg4kkL3eQrdUuSc3g2/DYDDqyzvmz0HdwwDl8Kzn/T0tYcZ8dt2UjNz8HJzZlDbatzbsBwBXoWnRnuKTYll2s5p/LD9B+u08xZlWzC44WCqBBae2QgiIiIiUnAUus9T6JYiKSsNfn0Otv5iee9dGuo/CnUegKAIx9Z23oEzKTz69T/W6eaers7c16gcT7asRPmSxWeV84udSTvDlK1T+GHnD2SbLau71w+qT/eq3ekQ3gF35+K1wJyIiIiIXJlC93kK3VKkrZ8Ci4dbthq74JZOlvu9C8H+3vEpmfwac4zp646y40QiAE4m6NWsIv3bVCl2q5xfcCjxEJ+s/4TFhxdbj1X2r0yvmr24p/I9uDi5OLA6ERERESkICt3nKXRLkZedAbv+gLWT4OByyzEXT2jcB25/C1wdfz+1YRis2hfHJ4v3sObgWQDcXJxoVCGQp1pVolXV0jg5Fb+Vv2NTYvl176/8sOMH4jMsvxipW7ouAxsOpGFwQwdXJyIiIiL5SaH7PIVuKVZObIbfXoDjGyzvw5rAncOhfDPLRtoOZhgG0btP8/Gi3Ww6mmA9HuLvQbuaZbivUTlqhvo7sML8cTb9LLP3zGbC5gmkZVum2zcp04ReNXvRsmxLnEzFb4V3ERERkZudQvd5Ct1S7BgGbJ8Dc5617O8NlvDddRyUrOzQ0i4wDIN9p1P4fvUhfll/lOQMy/3PTiZ48NbyDLmrOoHexW/RtePJx/l6y9fM3jvbes93Ge8y9KnVhx7VeuDq5OrgCkVERETEXhS6z1PolmLr1A74e6wlgGelWrYYa/IU1Huk0IRvgPSsHJbvOcPP646wcPtJAPw8XHikaQUeb16RoGK43diJ5BN8u/1b5uydQ3JWMgBVAqrQrUo37qp4F2W8yzi4QhERERG5UQrd5yl0S7F37gjM6AnHN/57LKgmNH4C6vcEl8KzmNmaA2d5Y/YW9pyyBFGTCTrVCeWJFhWpUy4A52J233dmTibTd01n/KbxJGZaFpozYaJ9xfY8X/95wvzCHFyhiIiIiFwvhe7zFLrlpmDOgR2/wcbvYe9i4Pz/rD0CIPI1y3Zj7j6OrNDKbDZYtOMkE5ftZ92hf1dlL+XjzsNNyvNo0/IE+Rav0e/49Hjm7pvLwoML2XxmMwBuTm7cXelu7q12LzVL1sTZydnBVYqIiIhIXih0n6fQLTed5NOwYSqs+QqSLdO5cfWGBj0tU89D6ji2votE7TrF96sP88+BOJLSLfdAuzqb6Fw3lOfaVKFS6cLxiwJ7ijkVwxcxX7D6xGrrsbI+ZZneaTr+7sVvkTkRERGR4kqh+zyFbrlpZWfC6i8tAfzs/n+PV78b2o+EwAqOq+0/snLMLNx2km/+PsD6i0a/I6uX5rFmFWldrXhtOWYYButOrmPGrhnMPzgfAHdndx6+5WEerfEoQV5BDq5QRERERK5Fofs8hW656RkGbJsFW36x7PcN4OwOTZ+BW/uCfznH1vcfMUfOMXbJHpbuPGU9VrGkF691jKBdzeK3ANnKYysZtXYU+xL2WY/dUuIW7q16L3dXuhsft+I32i8iIiJSHCh0n6fQLXKRw//Ar/0hbo/lvYsH1HkAIjpDxdvAtfDcS33wTArfrT7EjHVHrFPPm1Uqyb0Ny9G2ZjB+HsVn+y3DMFh4aCHfbv+Wzac3W4+7OLnQIrQF3ap0o1XY/9u77/i47jrf/68ZdWmK2mjUe3eRWxw7cXpxIAmEUPODADf8YOEuEC4/YNld9gJ7KWFZ7oW9jyUsbEKHkJBAskkIcYqdYsddLpIsWb33MqMuzZzfH2c8siLZsR3LKn4/H4/zkH3O94y+o5zIeuv7/X6+12rLMREREZElRKE7QKFb5E1801D9DLzxIDTvmTkfFQ93/tCcfh4Sumjde7ORiWm+9UwVv9/XHDwXEx7C+zamc9+2HLISYhaxdxdf31gfT9c/zR9r/kijpzF4PjEqkQ8UfoDbc28n05G5eB0UEREREUChO0ihW+QMDAMaX4Pjj0PlkzDWb56PdELxHVB4G+TduGSqntf1DPPEoVaeO95JXc9I8PzNJUncszmTTVnxOKNX1khw3WAdT9Y9yVO1T9E33geA1WJlc/JmPr/+86xxrVnkHoqIiIhcvhS6AxS6Rc7B5Ci8/G0o/91M+AZz7XfBLbD2A1B8J1iti9fHAMMweL22j3976ST7Gmb6arHAtQUu/ubaXLbkJqyowmtT/imeqX+GJ2uf5EDXgeD59xW+j3fnvZt1SesWr3MiIiIilymF7gCFbpHz4JuCpteh5nlzCvpA48y11PVw9f3mKHjI4o8oG4bBiU4vj+xr5uXqHpr7R4PX0mKjeM/6NN6zIY28FbbtWP1QPf/0+j/NWvt9e+7tfGrNp8iNzV3EnomIiIhcXhS6AxS6RS6QYUBXBRz5PRx4GKYCoTY2C+78EeTdsLj9e5OjrYP8ZFcdr9b04p2YDp4vy4jl3WWp3FSStGLWf0/7p9nXsY8/nvwjO5p2AGDBwvqk9dyYeSM3ZNygdd8iIiIiC0yhO0ChW+Qi8HbC6z+C8t/C+JB5LrEQ8m+BNe8zR8EtS2M69/iUjx2VXTxxqJVXTvbi8898i7u20MWW3Hjesz6NFGfUIvby4jnWc4z/OPof7GrdNet8YVwhd+beycdWfQzLEvlvIyIiIrKSKHQHKHSLXEQTXnjxn2Hfz4DTvnW4iuHKv4G1H4Lw6EXr3pt1ecZ5qrydp460c6xtKHg+LMTCdYUubludwnWFLlz2iEXs5cXRMdzBc43P8Xr76xzoPIDP8AWvrU1cyw2ZN/CBog/gCNf3QREREZGLQaE7QKFbZAEM90Dzbjj+BFQ/C75J87w1FLK3wboPQ+ldEBq+qN083ckuL6+e7OXZYx0caBoInrdaYFN2PP/tqmxuW528IkaFB8cH+dcD/8p/1f8XfsMfPO+McPKdbd/h2vRrF7F3IiIiIiuDQneAQrfIAhvugdf+txnAhztnzofbzC3HbvwncBUuXv/mUdPl5ZmjHbxQ1UVFuyd4vsht59ZVbm4tTaYkxU5oyOJXa387xqfHaR9u50DXAR4+/jBtw20ArE9az1WpV3F3wd0kRSctci9FRERElieF7gCFbpFLxDCgvx6OPAL7fwZjgdFkaxiseg9c8f9CxuYls/b7lNaBUR7d38JDrzUwMjkzJTsyzMqGzDhWpznZkhvPtnwX4aHLN4SPT4/zvw/+bx458QhGYGmABQvXpF/Dx1d9nE3uTStilF9ERETkUlHoDlDoFlkEfh+0l8Ou78HJv86cd6RB8e1QcidkbVsS+36f0j8yyQtVXbxY1cXrtX0Mn1YBHSAqLIQ71qawfVUyV+cnEhUeskg9fXs6hjt4te1Vnql/hkPdh4LnVyWs4oaMG7gm/RpK4ksUwEVERETegkJ3gEK3yCJrPwx7fwqVT8LUyMz5uBwouwc23Qc21+L1bx5+v0FdzzD7Gwc42jrI85Vd9I9MBq/HRofxP24u5INXZBAZtjzDN0B1fzWP1TzGn2v/zIRvIng+3ZbOnXl38q68d5FuT1/EHoqIiIgsXQrdAQrdIkvE1BjU74Sqp+H44zA9Zp6PijMLr13x/0J8zqJ28Uz8foMDTQM8frCVV0720DE0DkCiLYIbi11syU1gS24CqbHLcxuyvrE+djTtYHf7bna37w4GcKvFyvbs7dyRewdbU7cSZg1b5J6KiIiILB0K3QEK3SJL0Gg/HHsMDv4SuivMcyERUPQO2PhxyNwKYZGL2sUzmZz288j+Zn6ys472QPg+JS02iiuy43jXulSuK0wixLr8pmiPTY/xfOPzPFr9KEd7jwbPp8ak8oGiD3BX/l0kRCUsYg9FRERElgaF7gCFbpElzDdlhu89/w5dx2fOh4RD1lXm6HfxHUuu+BrAlM/P67W97Knv4426Po63e/D5Z76dJtrC2b4qmbs3pLMxK24Re3phDMPgSM8Rnmt8jqfqnsI76Q1e2569ne3Z27kq9SpiwmIWsZciIiIii0ehO0ChW2QZ8Puh5Q04+AtzCvpw18y19M1Q9kHIvQES8harh29pZGKa8pZBXqzq5onDrQyOTgWvrUlz8o41yWzJTWBtmnPZbUU2OjXKn2r/xBMnn6BmoCZ4PtQayoakDdycdTN35t6JLdy2iL0UERERubQUugMUukWWGcOAnhNw4Odw6JcwfdoUblcJpG+C9R+BzC2L18e3cGoU/Hd7m3mhqovTBsCxR4byztUp3FmWyhU5cUSELq9CbHs79vJq66u81PISLd6W4HlHuIOPr/o4N2fdTI5zaa7NFxEREbmYFLoDFLpFljFPBxz+NZx8Hlr3z75Wdg/c8s9gS1qcvp2j9sExnjveyd6GPt6o72dobGYEPNEWwV3rUnnvxnRKUpbf96dmTzMvt7zMYzWP0eRpCp5f51rHewrewzVp1+CKXlqV6UVEREQuFoXuAIVukRVipA+a90D1s1D+O8CACCdc8Qlz/Xf2Nghb2tXDfX6DvQ19PH6wjZ3V3fSdtg1ZaYqDm0qS2L4qmVWpjmW1T/akb5LHTz7Oy80vs79zP9PGzB7nmfZMrki+gvcXvZ/S+NJl9b5EREREzkahO0ChW2QFaj0Iz3wROspnzoVGQcmdZvXzrKuWZPG1001O+9lZ3c0Th9p48UQXU76Zb8UZ8VG8Z30679uQTmZC9CL28vx1j3bzVN1T7GjaQVVfFQYz7ys5Jpnr0q/jPQXvYVXCqkXspYiIiMjbp9AdoNAtskL5fXDkEWjYBY2vgadt5lp8Hlx9P6y+GyLsi9fHczQwMsmOyi5ePNHFrpoexqf8wWubc+J5/8Z0tq9OxhG5vPbJHhwf5HjfcZ6sfZKdLTsZ982sz9+SsoWPrfoYV6VehdWyvArLiYiIiIBCd5BCt8hlwDDMqedHHjG3IJsaNc+HRUP2NVC4HQpuhdiMxe3nORib9LGjqovHDrTwWm0vp75DWy1wQ5E5/fw9G9IIW2YV0Menx9nbsZdHqh9hT/sefIYPgPVJ6/n7zX9PSULJIvdQRERE5PwodAcodItcZiaGYd9P4fBvoL9u9jX3aii8DYreAakbwLq0g2vH0BhPHGrj8UOt1PeMBM9nJUTzvg3p3L0xnbTYpb2OfT7tw+08dOwhHq15NHhua8pWbsu5jTtz7yQsZHmN6IuIiMjlSaE7QKFb5DJlGNB5FE48a+793boPjJlp29hTYNXdsOXTEJu5aN08V+Utg7xa08MvdjcGC7BZLXBjcRL/361Fy7L6ee1ALf968F95ve314DlnhJMbM27knuJ7NPotIiIiS5pCd4BCt4gAZvXz2h1Q/ReofREmvYELFrMA27YvQNrGxezhORmZmOapI+08Vd7Onvq+4PkrsuP49HV53FCUhNW6tIvIvVlVXxU7W3fyx+o/0j3WHTyf58zjluxbuDnzZgrjClX5XERERJYUhe4AhW4RmWNyxNz7e+9PoXn3zPmEfLjpf0LJu5Z89XOA/Y39/OD5ag40DjDtN7+VJzsiuTo/kTvWpnBVfgIRoSGL3MtzN+2f5lDXIR6reYwXml9g2j+z9ViaLY3NyZu5IeMGrky5kuiw5VXVXURERFYehe4AhW4ROavmN+CVf4W6F2emn+feANf/vTnyHRK6uP07B+2DY/z7y7U8Vd6Od2ImqNoiQrlncwbvKktjddry2vvbM+lhV8sunm96nj3te5jwTQSvRYREcG36tbwj5x1ck3YNkaGRi9hTERERuVwpdAcodIvIORn3wO5/g9d/BD5zzTQRTrjmi7D+IxCTuLj9Owdjkz4ONg2wo7KTZ4930uOdCapJ9gi25iVwU4mb21YlEx66tIvInW50apS9HXv5S8NfONxzmM6RzuC16NBoPlD0AT5a+lFc0a5F7KWIiIhcbhS6AxS6ReS8dFXCq/8KtS/A+NDM+axtZvhe8z5YBtW1/X6DHVVdPFnexgtV3UxOzxSRS4uN4s6yVK7MjeeK7HhsEUt/NP8UwzCoHqjm2YZnea7hOTpGOgAItYZyR+4d3Jl7JxvcGwi1Lp/3JCIiIsuTQneAQreIXBC/H/b+BPb/DPrrZ87bU+GK+2Djf1sWo98A41M+DjcPsqumh1/taWR00he8ZrXAlTkJvGd9GhuyYslz2ZbNNHS/4efZhmf5/Ynfc7TnaPC8PczObTm38aHiD1EYV7iIPRQREZGVTKE7QKFbRN62gUY49kczhI/0mOciHLDqLsi9HtI3gzN9WRRf6xue4KUT3exv7GdPfR8t/WOzrmfER/HO1SncVOLmiuy4ZRPAD3Qe4Hcnfsfejr14Jj3B81emXMnHV32cq1OvXjbvRURERJYHhe4AhW4RuWimJ6DySXj1B9BzYva16EQo3A6l74bMrRC5PL7f1PUM8+ThNvbU93GkdWjWNPREWzhbchO4bXUyW3MTSLBFLGJPz43P7+NA1wH+UP0HXmp+CZ9hjupnO7L5YNEHuTPvTpwRzkXupYiIiKwECt0BCt0ictH5pqB+F9S9BA2vQE8VnLa9FSHhUPQOyL4GVr1n2UxDH56Y5q/HO3m9tpenj3Yw6fPPup4WG0VJioN3r0vlllI3kWFLezuyJk8T/3nsP3my9kkMzH/qwq3hbM/ezifXfpIcZ84i91BERESWM4XuAIVuEVlw05NQ/SzUPAdNu2GwaeZauA3WvH8mhIcvj/2lPeNTVLZ7eOlEN6/U9HCi0zvrui0ilOsKXdy+NoXrCl3ELOFibB3DHexs3cnjNY9TPVAdPH9Dxg28v/D9XJF8hbYdExERkfOm0B2g0C0il1znMaj4E1Q/B90VM+dDIswp6KveY34Mj1m8Pp6ngZFJanuG2VndzZ8Pt9M2OLMWPDLMyns3pPOJbTnkumyL2MuzMwyD8p5yfnToRxzsOhg8HxUaxba0bdyQcQPXZ1yPPdy+iL0UERGR5UKhO0ChW0QWjW8aanfAyR1w8nkYapm5FhoFBTdD6V1QeBtELN2w+mZ+v8HhlgGer+ziueOdNPWNBq9tyY3nw1dmcWNx0pIe/a7oq+DR6kfZ3b571r7fkSGRfHb9Z/lwyYe17ZiIiIiclUJ3gEK3iCwJhgGdR+H4E1D5Z7Mi+imhUVByp1mEreBWCA1frF6eN8Mw2NvQz4M763i9tpdpv/lPSqjVwobMOLavTmZbfiJFyUtz9NgwDCr7K3m5+WX+2vhXGj2NACRGJXJDxg3ckHEDV6ZcSXjI8vlvIiIiIpeGQneAQreILDmnAnjFn80Afvo+4FFxsPq9kH+LGcCt1sXq5XlrHxzj12808eyxjlmj3wDFyXa2r0rm1lVuipMdhFiX3vZdhmHw68pf89Dxh+gf7w+ejwmLYVvaNt6V9y62pGxRABcRERFAoTtIoVtEljTDgJa9UPVf5l7gwzNTnYnLhmv+P8i70dwHfJkwDIOW/jGer+zk1ZO9vHqyB/9p/9LYIkJZnxnLpqx47ixLWXLrwKd8U+zr3MfLLS/zcvPLdI91B685wh1sTd3KHbl3cHXa1YRZwxaxpyIiIrKYVkTo/sY3vsE3v/nNWefcbjednZ1nuGMuhW4RWTb8Pqh/GQ7/1twPPLDHNACuYsi/GdI3Qe4NEBW7aN08X93ecV6q6uYvxzs50NjPyKRv1vVNWXG8b2M6N5e6SVxie4H7DT8VvRU8WffknAAeHxnPOtc61ietZ717PWsS12C1LJ+ZCSIiIvL2rJjQ/cc//pEXXngheC4kJASXy3XOr6HQLSLL0mALHPoV1O+E1n2zr1mskLkVrvw0FN8O1qW9X/bpfH6DE50eDjYNBLcjOzUKHmq1sD4zlq25Cdy6KplVqQ4slqUzDd3n93G09yjPNTzH0/VP45n0zLqe5cjinuJ7eE/+e4gOWx5bw4mIiMiFWzGh+89//jPl5eUX/BoK3SKy7A13Q91L0LwHal+CoeaZa440KHkX5N9kjoCHLK+K2+2DY/zxYCt/reikon12iE2Pi2JrbgIbsuLYnBNPbmLMkgnhk75JKvsqOdx9mMPdh9nfuZ/hqWEAYiNiuTb9Wm7MuJEtqVuICVs+W8OJiIjIuVsxofv73/8+TqeTiIgIrrzySr7zne+Qm5t7zq+h0C0iK85gMxz8JRx4CMYGZs5HOCHjCjN8r3oPONMWr48XoKV/lNdre3mhqotXanqZ9PlnXc+Mj+bmEjfbV7lZnxlHeOjSmco9OjXKH2v+yB+q/0Czd+aXIrERsdyVfxfvzHknxfHFS+aXBiIiIvL2rYjQ/Ze//IXR0VEKCwvp6uriW9/6FidOnKCiooKEhIR575mYmGBiYiL4d4/HQ0ZGhkK3iKw84x6oegraDkLlUzDaO/t6zrWw+VPmVPSYxMXp4wUanZxmb0M/+xv6Odg0wOHmwVkh3BkVxh1rU3j/pgzK0p1LJsz6/D7e6HiD19pe46Xml2gfaQ9eS4pO4m/W/g135t1JVGjUIvZSRERELoYVEbrfbGRkhLy8PL7yla/wxS9+cd428xVfAxS6RWRl8/ug4wi07IOjf4D2Q7Ovp20yR7/XvB/s7sXp49vgHZ9id10fzxztYHddL73Dk8FribZwNmXFc0VOPJuz4ylw24gMW/x17lO+KXa17uLZhmfZ1bKLSb/Z5+jQaG7Oupk7cu9gfdJ6IkMjF7mnIiIiciFWZOgGuOWWW8jPz+fBBx+c97pGukVEgIEm2PdTqPkr9J2cOW+xQsaVUPQOKHonJBYsXh8vkM9v8HptL48eaOHlE91zqqGHh1i5ttDFDcUursiOJ99lw7rI+4KPT4/zs2M/44mTT9A7NjMjIcwaxvqk9dyWcxs3Z95MXGTcIvZSREREzseKDN0TExPk5eXxqU99iv/5P//nOd2jNd0ictnzdpr7gJf/FtoPz77mzIR1/w9c8QmwJS1O/96GiWkfx1qH2N84wL6GPg41DzI0NjWrjcsewTX5iVyVn8g1BYm4HYs3sjzlm+Jg90GeqX+G3e276R6d2YLMFmbj9tzb2Z69nTJXGeEh4YvWTxEREXlrKyJ0f+lLX+LOO+8kMzOT7u5uvvWtb7Fr1y6OHTtGVlbWOb2GQreIyGkGW6DmOah+FhpeBX8goFpCoOROuOrzkLpuWW1DdjrDMNjb0M/u2l4ONg9wqGmQsanZI+FFbjvvWpfKHWtTyEpYvMrihmHQ6GnkxeYXebL2SRo9jcFrUaFRvDvv3fy31f+NVFvqovVRREREzmxFhO4PfehDvPLKK/T29uJyudiyZQv/63/9L0pLS8/5NRS6RUTOYGwQTj4Pr/0f6K6cOR+TBJvug4zNZhG28OW75/T4lI+DTQO8XtvLXys6qesZmXU9P8nGLaVutq9KZm2ac9GmofsNP6+1vcazDc/yUvNLjE2PBa+tc63j5qyb2Zy8mYK4AkKty2tbOBERkZVqRYTui0GhW0TkLRgGNLwCBx42R8B9M0XKCI2E7Gsg9zrIuwmSSmCJVAq/EN2ecZ4+2sFLJ7rZXdeL/7R/AZ1RYWzMiuP/2ZzJDcVJhCxyAP/58Z9zqPsQfmOmant8ZDy3ZN1CmauM0oRScp25S6Zyu4iIyOVGoTtAoVtE5DxMjsKhX0LLXmg9AEMts6/bkiHrKnMEvPid4ExfnH5eBENjU+ys7ub5ii52Vs8uyOaMCmNDZiwFbjsbs+LYmBVHoi3ikvexY7iD55ueZ1/nPvZ17GPcNz7rujvazfUZ13Nr1q1ckXyFAriIiMglpNAdoNAtInKBDMOcdl73MtS9BE2vw/Ts0EdiIaRugNV3Q851ELY8t7+a8vmp6vDwxKE2/niwleGJ6TltipPt3FicxE0lSaxJiyU81HpJ+zjpm2RP+x5ebXuVkwMnqeqvmjUNPcOewU2ZN3FV6lWsda0lJmzx1quLiIhcDhS6AxS6RUQukqlxaN0PzXvMteCt+2dfj04w9wEvvctcD75Mi7H5/AaHmweo7vJyvM3DoaYBarq9GG+ain5NQSIbs+LISYxhXUYssdGXttr4hG+CvR172dG0g2fqn2HKP1O1PSo0ipL4EspcZVybfi1lSWWEWcMuaf9ERERWOoXuAIVuEZEFMtwNHUfMdeAnnoHhrplrzkwo3A4515rT0WMSF6+fF8Hg6CTPV3Txam0vr9T0zNmWzGKBzPhotuUnsjUvgTyXjcz4aGIiLk3Rs5GpEV5ve52/Nv6V473HaR9pn3U9JiyGzcmbuTr1arambiXDnqGp6CIiIm+TQneAQreIyCXgm4baF6DiCah+DiaGZl+PzYKid0DpuyFjC1gv7dTsi8nnNzjUPMDLJ7qp6xnmZNcw9b0j87bNTYxhY1Yc6zJj2ZgVR3ZCDJFhCzsDwDAMagZqONF/gtfbX+eN9jcYmBiY1cYV5WJT8iauSr2KrSlbcce4F7RPIiIiK5FCd4BCt4jIJTY5aq4Bb9gF9bugt3r29YR8KLwNUsog/2aIjl+cfl5EvcMTHG0d5PmKLqo6vTT2jswZDQeIDLOyOSeBawsS2ZKbQH6SbcFDuN/wU9Vfxe623bze/jpHeo4w7Z+9Zj3Xmcu2tG2UJpSyKmEV2c7sBe2TiIjISqDQHaDQLSKyyCa8UL/TnIJe9V8wOTxzLSzGHP3O3maOhK+AAH7KwMgkh5oHONQ8wN76fmq6vHjGZ4ddiwWyE2IoS3eyKTueDZnmGvGo8IUL4uPT4xzrPcae9j280fEGx3uPYzD7R4E0WxpbUrZwZcqVXJ12NY5w/fspIiLyZgrdAQrdIiJLyGg/nHgaOo+be4P3VM2+nr4ZSu6ADR+FqLjF6eMCMQyD6i4vr9b08kJVF9VdXgZH546GAyTZI1iV6qA01cGqVCerUh1kxEVjXYC9w4cmhtjdvpuDXQep7q/meN/xWSPhYdYwrky5ks3Jm7ki+QpKE0qxWpbv8gAREZGLRaE7QKFbRGSJMgwzeNe/DJVPQn/9zLWYJCj7EOTfBBlXQljU4vVzgRiGQe/wJJUdZoX0A039HG0dwjs+d7syAFtEKKUpZhAvTXVQlh5LriuGsJCLG4BHpkY42HWQfR372NW6i0ZP46zrmfZMPlD0Aa5IvoLi+GIFcBERuWwpdAcodIuILAOGAQMN5vTz/Q/BYNPMtZBwSF1vVkHPvMrcjiwqdtG6upAMw8AzNk1tj5eKdg+V7R4q2j1Ud3qZ9PnntA8PsZKXZKMk2U5JioMNWbGsSnVetHXihmFQPVDNvo597O/cz4GuAwxPzSwPiAqNYkPSBjYlbyI/Np8N7g2aii4iIpcNhe4AhW4RkWVmehKqnoLaF6HuxdlbkQFggdR1cNXnzW3JwmMWo5eX1JTPT13PcDCEH2sdoqJ9iJFJ35y24SFWVqU52JAZx/rMWDZnx5PkiLwo/RidGuXp+qd5vul5jvYcZWx6bE6bkvgS8mLzuCXrFq5KvYrI0IvzuUVERJYahe4AhW4RkWXMMMxp5817oGm3eQw0zFyPcJiF2DK3QOZWiM81q5NdBvx+g7bBMao6PJzo9HKsbYjDzQP0Dk/Oabs6zUGR20Gh28b1RUkUum1ve5/uKf8UDUMNvNr6KrWDtRzuPkzbcNusNqHWUDYkbeC+1fdxVepV2htcRERWFIXuAIVuEZEVxtMBB38Oh34N3vbZ12zJ5vTz9E2QtQ3SNlw2IRzM6eDN/aMcah7gYNMAh5sHqWj3zGkXGx3G+oxYNmTGBfcRjw4Pfdufv3Okk4q+Cl5ufpnd7bvpGesJXnNHu8mPzafMVca2tG2sSlyl9eAiIrKsKXQHKHSLiKxQfj807IS6l6F1P7QdBN+bRnkdaeYIeP5NkHcT2N2L0tXF1DY4xuHmAZr6RtnX0M/ehj7Gp2avDw+1Wsh1xVCc7KA4xU5xsp2iZAdpsRdewM4wDFq8LTxS/QiPVT/GuG981vWk6CSuTb+WMlcZ65PWk+XIuuDPJSIishgUugMUukVELhNT42bwbt0PzW+Y68HfHMLdq6HkTvNIKr2sRsFPmZz2U9XhCY6GH2oaoH1ofN62q1IdXF/kYmtuIlvzEgi5wC3LRqdGqeyrpH6oPrg/+OkF2QDynHlcn3E9m5M3s9q1WgXZRERkyVPoDlDoFhG5TE2OQtsBqN8FtS9AR/ns6xFOcJdC3o1QeBskr7ksQ7hhGLQPjVPd6aGqw0t1p3nU9gzj88/8iBARamVDZhzbChK5tsBFcYr9grcrm/RN8mrbqxzpPsKRHvPwGTNF4SxYyIvNC46C35J1C9Fh0W/7vYqIiFxMCt0BCt0iIgLAcLe5JdnJ580p6b6J2dftqWY19KJ3QtZWiLAvTj+XiN7hCV460c3e+n5eqOpiaGxq1vWIUCtr052sz4xjXUYsa9KcZMRfWDAeHB9kT8cedrXu4kj3EVqHW2ddD7WGsiZxDdelX0dhXCEFcQW4o90qzCYiIotKoTtAoVtEROaYnoS+WmjdBzXPQ/3LMDU6c91iNfcEL30X5N4ACflgvXyLfvn9BvW9w+ys7uGVk72UNw/gGZ+e064s3cnmnHjKMmLJTbSRn2QjPPT8v269Y70c6TlCeXc5T9U9Rf94/5w29jA7+XH5lCaUUppQSkl8CTnOHEKtb78gnIiIyLlQ6A5Q6BYRkbc0NQaNr0H1X+DkDhhqnn09JskcBc+7EXKvh+j4RenmUuH3GzT0jXCoaYBXT/bS0DtCRfsQ/jf9RBEWYqEgyU5pqoOSFAelgcMZHXbun8vw0+xp5rW21zjSc4TawVoahxqZNuaG/siQSArjCymJL2FVwipKEkrIc+YRFnLun09ERORcKXQHKHSLiMh5G2iCE0/DiWeg/fDsUXAAZ4a5Bjx1PWRvMz+GXXil75WgxzvByye6OdwySHWnh5Pdw3jnGQ0HSIuNYk2ak9JUM4SvSnOQ7Ig85+nik75JGj2NVPdXU9lXSWVfJSf6TzA6PTqnbYglhJSYFK5Nv5YN7g1sSNpAYlSipqaLiMjbptAdoNAtIiJvy/QkNL1ujoDXvgC91XPbhMWYI+C510NeYDr6ZR7qDMOgdWCMqg4PlR0eKtvNj60DY/O2j4sOC4bw0lQH6XHRZMVH47JHnFNA9ht+mjxNVPVVUdVfRWVfJVV9VXinvHPaJkYlUppQyubkzVyRfAX5sfmEh4S/7fcsIiKXF4XuAIVuERG5qMYGoasC2g9Bw6tmVfThrtltHOkzITx7GzhSLn0/l6ihsSkq2z1UtA8Fg/jJ7tmV0k/njAqjIMnGmnQnV+UlsjknHmfUuU0XNwyDnrEeKnoreK3tNcp7yqkZqJnTLtQSSnF8MVckX8G16dey0b1RI+EiIvKWFLoDFLpFRGRBGYYZvOtegvqd5h7hb94fPCHfnIKeudVcG+5MX4yeLlnjUz5qu4eDQbyq00vH0BhtA2Nz1olbLbAmPZZ16U5yXTbyXDaKU+wk2iLO6XONTo1S1V9FRW8Fuzt2c6znGJ5Jz6w2abY0rky5koLYAq5Jv4YsR9bFeqsiIrKCKHQHKHSLiMglNTkKzXvMiugNr0DHUeBN/9QmrYK17zdHwt1rIEQVt+czPuWjvmeEk91edtf2sb+pn/qekXnbpsVGsS4jlrIMc0R8VarjnEarDcOgfaSdQ12HeLX1VV5sfpFJ/+xfmriiXKxOXE2Zq4wN7g0UxRVp33AREVHoPkWhW0REFtVoP7QdNI+6l6BlH7NCeGgUpKwFVxEU3Ao510Kkc9G6u9R1DI2xp66P6k4vdT0j1PUM09g3wpt/mokJDyHfbacgyUZxsp0NWXEUJNmwR559avrY9BivtL5C3WAdh7oPcbDz4JxK6VaLlTJXGTdk3MBG90ZKEkoIs6pCuojI5UahO0ChW0RElpSRPjj2mDkS3rQHJobmtnFmQvJqcyp6YiG4V0Ok/g07E8/4FMdbhzjSOsT+xn5eO9nLpM8/b9tkRyTrMmJZlxlLWXosa9OdxESceabB6NQoJ/pPcLTnKOU95ZR3l9M33jerTVRoFGWuMspcZRTEFXBF8hXER17e28qJiFwOFLoDFLpFRGTJ8vuh7yR0HoPWA1D9LAw2zd/WkQ7ZV0PGZjOEu1dDhO3S9neZmPL5aewd4WT3MDVdXo63DVHeMkTv8MSctlYLFLrtrMuIZUtuAmvSneQkxGC1nnlqettwGztbdrK3Yy+Hug8xNM8vTrIcWaxNXEtRfBHrk9ZTFF9ERMi5rTsXEZHlQaE7QKFbRESWlZE+6K0xtyfrKIeuSvC2z21nsUJikVmgLW0DpG4A9yoIi7zkXV4uPONTVLV7ONwyyJGWQcpbBukYGp/TLiY8hAK3nSK3nQK3jcz4aPKSzI9hIdZZbf2Gn7rBOg50HQiOiNcO1s55zTBrGMXxxaxOXM2GpA2sTlxNmi1NVdJFRJYxhe4AhW4REVn2xgagvdysjt5VAV3Hwdsxt501DNyl5ii4qxjyboSkUrBa57YVALo84xxuHuSN+j6Otg5yvN3D5PT8U9PDQ63kJsaQn2QjLS6K9LhorspLmDUybhgGfeN9VPZVcqL/BOXd5VT0VdA/3j/n9TLtmWxN3UppQimrElaRH5tPiDVkQd+viIhcPArdAQrdIiKyInk7of0wtB0yP7YfgtG+ue2iEyFzCySvhfRNkFIGMYmXvr/LxLTPT2PfCNWdw1R3eqjrHaGpb4S67hHGpnzz3mOLCKUkxU5pioNVqU5KUx0UuG1EhJoB2jAMWrwtVPRVUN5dzpGeI1QPVDPtn12gLSYshqK4Iorii1jrWktZYhnp9nSNhouILFEK3QEK3SIiclkwDBhqMQN49wnzY91L4Ju7jhl7qjkiHpcT2D98C8TngsLdGfn9Bi0Do9T1DFPXPULH0DgV7UMcbhmcd2Q81GohP8lGaaqD3MQYSlIclKY6SHZEYrFYGJkaYXf7bsq7y6nur+Z433FGpuZuhxYXEcca1xrWJ61nnWsd+bH5xEbGXoJ3LCIib0WhO0ChW0RELlvTk9C6DzqOBEbFD0J//fxtY1zmvuFZV0HaJnN6emj4Je3ucjTl81PfM0JF+xCV7R4qOzxUtHsYGpuat31cdBilqQ5KAyG80G0nN9FGeCjUDtZycvAkFb0VHO09SlVfFVP+ua+T58yjNKGUkoQSCuIKyI/NJzFKsxdERC41he4AhW4REZHTTHih87hZrK23xqya3n547oh4aCSkbYSMK82R8IzNEBW3OH1eZgzDoH1onIq2IU50eqnvGaaqw0ttzzA+/9wfu2LCQ9iSm8DqNCdr0pwUuG2kxkZhMM2J/hMc7j7Mvs591A3W0TbcNuf+EEuIuWVZUhkFsQUUxBWQ48xRtXQRkQWm0B2g0C0iIvIWpiegdb9ZqK3xdeiugPF59g93FUP2NWYYTykz9xAPOfMe1zLb+JSPk13DVHaYo+JVHV6qOj14x6fntLVYICs+mlVpTtalm/uKr051Muob5HjvcSr7K6nqq6JusI5mb/Oc+60WKzmOHIoTis2P8cWsca3R/uEiIheRQneAQreIiMh5MgzoPQktb0DzXvNj39xtsAiNguQ1kLoOUtaZHxOLFMTPg99vcKxtiP2N/VS0ezjR6aWue5hJ39x14iFWC0VuO+syY9mYGUdZRiy5iTE0eOop7y6nqr/KnKI+cBLPpGfez5dmSyPbkU2aLY3Viaspc5WR7czGalGFexGR86XQHaDQLSIichGM9ELTbvPoKIeOozBP4S8ziK82Q3jaRkgqBleJ9g8/Dz6/Qd/wBNVdXo62DlEe2FO8xzu3KF6iLZy16Wb4Lky2U5xsJ99lY9jXT2VfJbWDtdQP1lPRV0H90Pzr+e1hdlYnrmaNaw1lrjLWJK4hLlJLCURE3opCd4BCt4iIyALw+8zR744j5h7iHeXmnyeH57a1hoF7lVkpPWOzWSk9NhNsydpD/BwZhkHH0DhHWgY52DQQDOLT86wRt1jAbY8kOzGaQredAredgiQbCXY/vZN1dI520DDUwJGeI1T2VTLuG5/zGum2dFYnrqY4vpj1SespTSglMlS/OBEROZ1Cd4BCt4iIyCXi90N/nRnC2w+bQby7Csb6528fbjOnp6eUmfuIp5SBqwhCwi5lr5etkYlpDjQN0NI/Sm33MNWdXqq7vPSPTJ7xnrAQC5nx0eS5bBS4bRS4Y4ixddM3Xcux3qMc6z1Gw1DDnPtCLaEUxxdTllRGmauM/Nh80u3pRIVGLeRbFBFZ0hS6AxS6RUREFpFhwECjOQresg86j8JAE3jawPDNbR8SYe4hfiqEp28C9xqNiJ+H3uEJWgfGqO0e5mSXl5ouL/W9I7QNjM07Mg4QFRZCcYqd0hQHuW4rYdGtjNBMVf8xjvYcpW+8b849VouVLEcWRXFFFMQVkOfMozCukHR7Ohbt+S4ilwGF7gCFbhERkSXINw19J8214R1HzKPzKEzMUwAsNBKcGeBMh/gccK+GpFJIKoGo2Eve9eXK5zfoGBqjvmfEDOTdw1R1eDjR6WF8am7hNgC3I4KiZDvuuDFCoprwcJKO8Rq6xlrxTnrnvScuIo68WDOAnzryYvOIDoteyLcnInLJKXQHKHSLiIgsE34/DDbODuIt++AM4Q4AR5o5RT1zK8RlgyPVDOiOlEvV62XP5zdo6B2hssNDZbsn8HGI3uGzTVOH1IRpEuP7iIzpZDqkA4+vlc7xJqb9U3PaW7CQ6cikMK6QgriCYBhPs6WpcrqILFsK3QEK3SIiIsuYbxqGmmGwxZyS3l01c3haz3xfXDakbjALuKWsM0fFHalmlTE5J57xKWo6vdR0DdPUN0JD7wjN/aM09Y0yNjXP0gAAyzQhkR3EOvuJsfVgjehklBbG/PPs+w5Eh0az3r3enJZuSyfHmcM61zrCtK5fRJYBhe4AhW4REZEVamwQek5A8xvm1PShVvB0nHm9eLjdLNTmKobEAkgsND/G54I15JJ3f7ny+w06POM09Y5Q32tOVW8bHKOlf5Tm/lFGJ+d+7S0hXsKiukiI7yMsqgt/aDtefyt+pue0DbWGkmnPJMuRRX5sPoXxhZQllpFi0+wFEVlaFLoDFLpFREQuMxNeaNkLnceh85h59NeBf27AA8w14/G5ZiBPLDL3Fk9ea46WK4yfF8Mw6BuZpH1wjKa+UU52D1PXPUxlh4eG3jfv6+7DGtlOSFQz1vA+QsL7CY1uxrCOzvva7mg3+bH55DhzyI/NJz8un2xHNs4I58K/MRGReSh0Byh0i4iICNOT0F9vjox3V5l7jPecMM9NzR/yCImAhHxIzA+Mihea09QT8iFMW2WdD8Mw1413Do3TFgjkLQOjdAyO0zIwSqdnHPMnUgNL6CDWiF6s4d1YI7oIiWzDGtmBxTJ/sbd0WzprXGu4Ju0absy8kZiwmEv63kTk8qXQHaDQLSIiImfkm4ahFuitMY+eauiqMA/fxPz3WELMUfCEfHAVgqvEXDsenwuR+lnjQkxO++nyjNPYZ25t1jY4RkPvCF2ecVr6x+gaHsIa0YE1ojsYxq0RXVjDZle7D7GEU2Bfx7qktVyTuZ6c2BwVaxORBaPQHaDQLSIiIufN74PBZnNEPBjIa8wwPjF/UTAAbMkQG9jezJkBcVkQGzgS8rXf+AWa8vmp7R6mpstLbfcwdT3DNPWNUtfXw1RIMyExDYTZj2KN6J1zbyjRuCPzyLJnsyVtIzfnbCXDkboI70JEVhqF7gCFbhEREbloDAO8HTNhvKfGLOLWVwsjPWe/N9xujownnna4isxRc1XrviA+v0Fz/ygnAvuNH++totZ7kJ6JRohowxo2gMU6z1r+aScOismIKaYkdi1rkkooSnaQ57IRGaZ1/CJybhS6AxS6RURE5JIY6YPBJrOK+lCLOVLe32BWUz/r2vFwc3p6Qr4ZwpNWQeYWiI6/tP1fQaZ8fup7RjjZPcSB9goqe2toHa1hiGos4Z1YLLN//DV8kfgnXfgn3DiMEnJjCyiMzaMg2Ulpip1Ctx17pH4xIiKzKXQHKHSLiIjIovNNzR4d762B3mroPXnmMH5qr/G0jZC63izipiD+thiGQYfHw6vNh9jV8hoNnlraJ47hZ2puW18EvokU/GOZ+KdiSQzLpzC+gJz4OPKTbOQn2ch1xeCyRWDR/u8ilyWF7gCFbhEREVmy/H4YaDDXivfVmoXc2g+ZoXw+MS5IKjUPVyEkl5nV1SO1bdaFmvRN0jDUQKOnkb3thznUeZjm4QamjLF52/smzBFx/3ga08MlhPtTyIq3kREfRUJMBGlxUWQnxpDqjCQ9Lhq3Q6FcZKVS6A5Q6BYREZFlZ2wA2g9D2yHzY8cRc8r6mcRmQXwOxGYGjmxIyDMPBfLzNu2fpmGogYq+Cqr6qmgYbOZI7xFGp71z2hq+SPwTSfjGMpgezcM/no4xbQfMoG2LCCUnMYacxBg2ZsVR4LaRZI8g2RmFLSL0Er8zEbmYFLoDFLpFRERkRZgcMfcW76qE7kpzNLzjyFsXcIuKg4QCSFkLcTmnVVTPhKjYS9L1lcAwDPrH+znee5xGTyP7O/ezp30Pk/7JOW0tRhjWqVQmRlKZHkvFN5GKf8INxuyQ7YwKo9BtozjZQXGKneJkO+lx0STZNToushwodAcodIuIiMiKNtoP3VVm4bbBJhhsMQu39dfBcNfZ7410gqvYPBLywZEKjjRwppkfrarkfTbj0+M0e5up7q/mQNcBDncfpsnThN/wz2lrJZQIIxVjIo3x4WRGvCn4J5LBCJ/T1h4RSlZiNEVuByUpdkpTHJSkOIiLmdtWRBaPQneAQreIiIhctiaGYaAR2g6YldSDwbz5rUfIQ6MgsQDsKeBIMUfLE/JmRsvDoi7JW1hupnxTtA23UdVfRVVfFZX9lVT1VeGZ9Mxpa8GKKyKDaEsW06Op9PbHM+CJYXoiFpj7C49kRyQ5iTFkJUSTlRBDodtGSYqDFGekRsZFFoFCd4BCt4iIiMg8JkfMQN5VaU5bH2wCT3vgaAPf3GnTs9hTzArrcTnmevJTf47LhphEUAgMMgyD9pF2TvSdCIbwyr5K+sb75m0fagklLjyFSJKYnkhk0BNLb18C/vE05gvjzqgwipPtlKQ4yE+ykecyq6sn2sIVxkUWkEJ3gEK3iIiIyHny+8xq6v0NMNxp7j3eW2P+faARJuaO2s4SbjdHwx2pM1PWg39ON9eTh0VekreylPWM9lDVbwbwqr4q6ofq6RjpYMI3MW/7EEsorohMYiwZGJPJDA64aOtKZHp6/q9leIiVlFhzdDw9Lor4mAjcjgiS7JEkOyLJT7IRFa4lBCIXSqE7QKFbRERE5CIyDLO6+kBDIIQHgnh/o/nR0wa8xY+XlhBwppsj5PG55uh4QoG5ltxVAqGX79plv+Gna6SLRk8jzZ5mGj2NwUrqgxOD896THJVOckQpYVO5eL1xdPbG0tpv8FY/5VsskBkfTUGSjVyXjYy4KPJc5p+T7BFYrRolFzkbhe4AhW4RERGRS2h6wgzjQy2zp6uf+jjUBpNzt94KsoaCM+O0QJ4DiYXgKjJHykPCLt17WUL8hp+OkQ5O9J+gbrCOkwMnOd57nNbh1jltLVhYl7SBNfGbiDSSCZnOYHTESf/oFN2eCbq947QNjNE3cuYlBGEhFrITzG3Okp3maPmpaeuRYRodFwGF7iCFbhEREZElxDDA2wEDTWaF9f56M6T315kF3sYGznyvxWqOkCcUQFKJWejNkW5WYXemmevML7M1zEMTQxzpOcKBrgNU9FbQ7G2mc6RzTrvkmGQ2J29mbeJacmNzWZWwipHxEGq7h6nt9tLQO0pz/wh1PSM094/i888fEawWyE6MoSTZQVGynayEaHITbeS4YrTvuFx2FLoDFLpFRERElgnDMEfEBxpOC+P15pZoAw1vXdwtLMassH5q+zNnuvnRVWKOnF8mo+Rtw23saNxBzUANTZ4mKvsrmfZPz2oTYgmhMK6Q3NhcSuNLWetaS2lCKeEh4Uz7/HR5JzjaMsiJTi+dQ+PU9QxT3ztC/1lGx1OckeS5bGTER5OTGE1Bkp11GbHa6kxWLIXuAIVuERERkRXA7zf3HR9oMIu6dVWYxd5GemBs0Azrhu/M958aJY/NMgO4Ldmcth6baf49xrViR8nHpsc43H2YA50HgluZzVc5PdQaSqY9k7zYPNa51lGWVEZRXBGRoWahNsMw6Bme4ESHlxOdHmq6hmnqG6G+Z+SsU9WT7BEUJdvJT7KRmxhDrstGVkI0abFRqq4uy5pCd4BCt4iIiMhlYHrSnJ7eW20WdBtqM9eQDzZDdyVMj5/9/pCIQHG3XEjfBO5V5oh5XPaK25PcMIzg+vDawVqO9RzjSM8RBibmTu0PsYSQF5vHqoRVlCaUsiphFUXxRYSHzB69Hhqd4mS3l4beERr7RmjqG+VI6yAt/WNn7Ed8TDiFbhuFbjt5LhsJtnDSYqPIddlwRl0esxJkeVPoDlDoFhEREbnM+f0w0m1OVx9sMj96O8wR86FW8zhTxfX51pEnFpmF3aLjL+nbWEiGYdA50kn9UD1V/VUc6jpERV8F/eP9c9qGWkPJceaQFpPGuqR1bHRvZHXiakKtc9d0D09Mc7LLS3Wnl7qeYRp6zZHxloFRpnxnjiG2iFCyA1PUsxKiyUmMYUtuAm6HtpqTpUOhO0ChW0RERETOanoSvO2BUfET0H4YuivMbdAmhs58X4wLXMWQUgZpGyA+zxwpj1wZP3MahkHXaBcVfRVU9FZQ2V9JRe/8W5eFW8PJceaQF5tnHs48CuIKSLenY7VY57Qfn/JR0+WlpmuYk11eGvvM9eJNfaN0e+ffpxzM0XGXLYL0uCjy3TYKk+zkJdkoSLIRo0JucokpdAcodIuIiIjIBTEMc814Xx30VEFPtbmOvPsEeOZu1RUU4zIDeEKeOT09LmdmC7SouGW9dtwwDFqHW2nyNNEw1MD+zv0c6DyAd2r+beDiI+O5KfMmcp255MbmkuvMxR3tPuta7pGJaTqGxqjrGaG2e5iW/lEq2j0cazvLL0CAuOgwMuOjzT3H46NxOyJIdUaRGhtFZnw0UeHa6kwuLoXuAIVuEREREbnoJrzm9PSOI9C8d6bi+kjP2e+LcEJ89kwQjwuE8fgcsKeCde6o8FLn8/toH26nbqiOusE66ofqOTlwkrrBOib9cwusxUfGc0XyFeQ4c8i0Z1IcX0y2M5sw69nXcQ+NTdE+OEa3d4LmvhFquoap6TKnrfcOn72yfajVQnZiDG5HBLmJNlJiI8mKjyHXFUNGfLS2O5MLotAdoNAtIiIiIpfM+NDMvuN99YEw3mB+9Hac/d6QCIjLmgnksVnm/uPOdHM/8hjXsgrlU/4pdrft5lD3IZo8TdQP1dPsacY3T5X5yJBINiVvYkPSBnKdueTE5pDtyJ53avp8PONTtA2M0dRn7jXeNjhGt2ectsFxWgdG8Y5Pn/X+JHsE+Uk2SlIcFCTZyE6MoTjZTmy0tjuTM1PoDlDoFhEREZElYXI0UMitfiaIn/o42Az+swdDQsID+49ngCNtZh9yZ7q59ZkjbcmvJ5/wTXCk+wgVfRXBKeon+k8wOj06p21CZAJrXGvIsGdQGFdIUVwRubG5RIREnNfnNAyD9qFxaruH6fFOUNs9TLd3PFjUbWhsat77QqwWsuKjyXXFkOeykZMYQ2psFOlxUaTFRRERqunqlzuF7gCFbhERERFZ8nzTMNQyE8QHm2Cgydz2bKgtMEp+Dj+2x2WDqwRiM8DmNv+ecKrAm3OB38SF8Rt+agdr2dO+h+r+auqH6qkbrGPcN3ebt1BLKPlx+RTFFVGSUEKuM5dsRzbuGPc5j4q/mWd8irruYU52D1PZ7qG+d4S67mHaBs+83RmYa8hzEmMoTXVQmuKkNNVBcbKdyDCF8cuFQneAQreIiIiILHu+KTN4D7WaIXyoxfyzt8P882ALjA+e/TWiE83wnZAHiYXmiLk92TxnT1lSU9cnfZOUd5fTMNRAo6eR6oFqqvur8Ux65m0fERJBaUIpabY0cpw5pNvSyXHmkOXIIjos+oL60DowSlPfKPU9w9T1jFDfO0LX0DjN/aOMTc2dIg9gtUCey0ZpqoNCt51EWzgZ8dHkuWwk2SPOWkBOlh+F7gCFbhERERG5LIwNmNud9dcHRsc7zZHzvjpzn/KzCY2cW2k9LsccMY9xLYmq64Zh0D7Szon+E8GjydNEi7eF6bNMzU+NSSXHmRM8CuIKyI/Nxx5uv+B+9I9M0u2doKbLS2WHh8p28+gbOXNBN2dUGEVuOwVuG3kuGwVuG/lJNtz2SKxWhfHlSKE7QKFbRERERC57E97AWvJ6M4R3V8Jwtzl9/VzWk1tDzerqsZmnHRmB0fIUc8R8kdaTT/unafY2U9FbQedIZzCINww1MDAxcMb7nBFOcp255MfmUxBXQEFsAQVxBTgjLmwavmEY9HgnqAiE8FNV1Vv6R2nuH8Xnnz92RYRaWZPmZGN2HJuy4lmT5iTJHqEgvgwodAcodIuIiIiInMWp9eT9p1Vb7w9sgeZph4mz748dFJtlhnBnmhnCY5LMPycWmuvMF2H6+sD4AA1DDcGjfqieE/0n6Bk789ZurigXubG55DnzyIvNo8xVRm5s7ltuaXY241M+6ntGqOnycrLbS133CCe7vTT2zR/GE23hFLrtFLrtZCVEk59ko8htx6Up6kuKQneAQreIiIiIyNswPWHuPz4UGBUfajY/njqGe946mIeEm6E8LjtwnPbnxEIIPb+K5G/XyNQIrd5WagdrqR2s5eTASU4OnKR9pH3e9qGWUDIdmeZ2Zs4ccmNzg0XcLnTNOMC0z09T/ygHmwY41DTAwaYB6nqGOcOgOLHRYRS67WzIjKMkxU5JioPcxBhCQ5bOevzLiUJ3gEK3iIiIiMgCG+mD3ppAcbd28HSY68gHW6DrOEzN3RJslpgkc/uzU1uiuQohNntmGntY1CV5G8OTw9QN1VE/WE/9UD0VfRUc7z3O2PSZK5mnxqSSE2sWb3NFuUi1pQZDeVTo+fd7ctrPkdZBmvtGqWj30DY4ysnuYRp7R+YN4+GhVgoCe4wXum3kJprrxTPiojVFfYEpdAcodIuIiIiILCLftLl2fKBx7tFfB+PnMH3d5jZHyh0pZmG3U1XXY5LMUXNH+oJNX/cbfrpGuqgfqp85Buvfcs241WIl15lLYVwh+bH5wSnr6fZ0Qq2h592P8SkfdT3DHG8b4mjrECc6vZzo8DAyOX8l9cgwK2XpsaTFRZEVH0OKM5JkZyRFyXZVUr9IFLoDFLpFRERERJYow4CRXnN0fKjN/HhqPflAk7lf+eTwW79OaKQZyuNzwJEGMYlmOI/NNM/HZkB4zEXv/sD4QDCIdwx30D3aTetwKw1DDfSP98/fVUso7hg3uc5ciuOLKYwrJNuZTaY987ynqvv9Bi0Do1R1eKnq8FDbM0x9zwh1PcNMTvvPeF9cdBjFyQ5KUhzkuGJw2yNwOyJxRoWRFhdFmKarnxOF7gCFbhERERGRZcowzK3QBhoD68e7zJA+0GgWefN2BKqvT731a0XFg6vInMJuSwa72xwtj80CZ/pF3xate7Sbyr5KagdrqRuso26wjoahBsZ942e8xx3tpiShhHRbOul2c6/xbEc2yTHJWC3nHoR9foP6nmGOtA7R5RmnuW+UTs84rQOjNJxhmvrp7BGhFLjN/cZLU5yUpjooTrYTGRZyzn24HCh0Byh0i4iIiIisYL5ps7hbf4NZfd3bBaN9ZkAfbIKB5nOrwB4aNTNSbkuC6ARzxNzmDmyLlmIG9QjHBYdzv+Gne7SbtuE2Tg6cpLKvkoahBpo8TWedqh4ZEkmWIytYyO3UkeXIIjI08rz6MD7lo7Z7mKoOD1UdXloHRunyTtDjGad/dJLxqflHyK0WyHOdCuIOMuOjyUyIpjjZQchlunZcoTtAoVtERERE5DI3PmSOjveeNMO4t9NcZ97fYI6Uj/ae+2uF282RcWe6uSWaM90cOT8V0k9NbQ+3nVc4H5oYomaghtrBWjqGO2jyNNHoaaTZ28z0GfZRt2AxC7cFwniWI4t0ezqZ9kxSYlIIsZ7fyLTfbzA0NkXP8AQnOr1UtA9R2W7uO943MjnvPdHhIRQk2Shw28lPslHotpHnspEZH73i140rdAcodIuIiIiIyFlNjZshvK/OnLI+2mtWZB/tNQO6t8McQT/XPcvBXGcek2SOmjvTzGJvdrcZ0JPXQELeOW2VNu2fpn24PbjP+Ol7jnsmPWe8L9waTrYzm9SYVBKjE4MF3TLsGbij3ecViA3DoNs7YQbwDg9VHR7aBseo6fSesZCb2xHBO9eksDU3gU3Z8cTHhJ/z51suFLoDFLpFREREROSimBw1w/lQi7k92qljpMdca34qrE+NnMOLWcyp646UQDh3mVPYnRmBdedJ5vnoBAidG1gNw6B/vH9WGG/2NtPqbaXV28qkf/6RaYCYsBiyHdm4ol24o91kO7LJcmSRFJ1Emi0NW7jtnL4c0z4/jX0j1HQNU9Plpa5nhJpOL3U9w0y/aeF4RnwUOYk2chNjKE62szrNSVGyfVkXbVPoDlDoFhERERGRS2pyxAziwz3mKLmn3Qzrw11mVfauCpj0nvvrnRoxt7nNqeu2pJk15rZkcws1mxsizLDs8/toH2mnfrCenrEe2ofbqR6opmGogfbhdnzG/KPTYE5Zz3XmkhubS5otjVRbKmm2NJJjknFHu3GEO95ylHx8ysfLJ7p5tbaXfQ391HbPX4E+ItTK2nQn1xclsSU3nrXpscsqhCt0Byh0i4iIiIjIkmIYZij3tJnT14e7zcPTZo6cezthpNscPT9LQJ4j3G4GcUfqTEA/tcY8xgXRCUxF2Gn0T9A62U/PWC+dI53UDtbSNtxGz2jPWQu6AdjCbBTGFQaDeIothdSYVDLsGWTYM+YN5AMjk1R3eWnsnRkVP9o6iGd89lr19LgoPndjPndvSF8W4XtFhe4f//jHfP/736ejo4NVq1bxwx/+kGuuueac7lXoFhERERGRZcnvh/FBs9jbSC8MdwZG0LsDYT1QFM7beY5T2k8TFm1WanemmSPpMS5wptMT7eSEZZpG3yjtk0N0jHbS6m2la7SLwYnBs76kI9xBrjOXvNg8shxZ5MXmkePMITUmdU5RN8MwqO8dYWd1D/sb+tlT38fQmLn121V5Cfzk3o04IsPO7z1dYismdP/hD3/g3nvv5cc//jFXX301//Ef/8F//ud/UllZSWZm5lver9AtIiIiIiIr3oR3JoB72mbWmY/0zAT1sQHzmDhzAbbZLBAVC9GJYE9m3JFCU2Q0J63QZYUOY5KO6WHaJwdpHm4/4zryiJAIsh3ZZpX12BzynHnkOnPJcmQRFmIG67FJH7/Y3cj/3lHNlM9gVaqDX923mQTbWxebWywrJnRfeeWVbNiwgQcffDB4rqSkhLvuuovvfve7b3m/QreIiIiIiMhpJkfMcD7UEpjKHgjlA42zi8Nx7lFx3GKhOSaOansCTVE2GsNCqDcmaJoeZvIMU+RDLCFk2DPIceZQklDC+qT1GONpfPY3J5iY9vPIp7awOs15cd7zAjjXrBl6Cft03iYnJzl48CBf/epXZ52/9dZb2b179yL1SkREREREZBkLjzG3LEvIO3Mb3zSM9pkj4yOB6exDrYHR8+43jaT3Emn4KBzup3C4f/bLAG2hodSHhVEXbn5sCA+nPjycEXw0ehpp9DTycsvLAFixUFqQwj3xt7A6+aYF/CJcOks6dPf29uLz+XC73bPOu91uOjs7571nYmKCiYmJ4N89nnOdOiEiIiIiIiIAhISaRdnsbqD47G1PrT0/VQxusNlcbz7SS8hID5mjfWSO9HL9SA8M9QEGBtAdEkJ9WCh14eEcjginKiKclrAwjk+08+22n7N55B6SHWkL/14X2JIO3ae8uQKeYRhnLFP/3e9+l29+85uXolsiIiIiIiJitUJ0vHkkvUVA903DcCeWoTbcI924h7vZOjbARyaHYdxDx2g3/zRWwzWWyBURuGGJh+7ExERCQkLmjGp3d3fPGf0+5e///u/54he/GPy7x+MhIyNjQfspIiIiIiIi5yAkFJzp5jGPFOA//L451c6XsyW9+Vl4eDgbN25kx44ds87v2LGDq666at57IiIicDgcsw4RERERERFZHlZS4IYlPtIN8MUvfpF7772XTZs2sXXrVn7605/S3NzMpz/96cXumoiIiIiIiMhZLfnQ/cEPfpC+vj7++Z//mY6ODlavXs2zzz5LVlbWYndNRERERERE5KyW/D7db5f26RYREREREZGL7Vyz5pJe0y0iIiIiIiKynCl0i4iIiIiIiCwQhW4RERERERGRBaLQLSIiIiIiIrJAFLpFREREREREFohCt4iIiIiIiMgCUegWERERERERWSAK3SIiIiIiIiILRKFbREREREREZIEodIuIiIiIiIgsEIVuERERERERkQWi0C0iIiIiIiKyQBS6RURERERERBaIQreIiIiIiIjIAlHoFhEREREREVkgCt0iIiIiIiIiCyR0sTuw0AzDAMDj8SxyT0RERERERGSlOJUxT2XOM1nxodvr9QKQkZGxyD0RERERERGRlcbr9eJ0Os943WK8VSxf5vx+P+3t7djtdiwWy2J354w8Hg8ZGRm0tLTgcDgWuzsil4yefblc6dmXy5Wefblc6dlfeQzDwOv1kpqaitV65pXbK36k22q1kp6evtjdOGcOh0P/E8plSc++XK707MvlSs++XK707K8sZxvhPkWF1EREREREREQWiEK3iIiIiIiIyAJR6F4iIiIi+PrXv05ERMRid0XkktKzL5crPftyudKzL5crPfuXrxVfSE1ERERERERksWikW0RERERERGSBKHSLiIiIiIiILBCFbhEREREREZEFotC9BPz4xz8mJyeHyMhINm7cyKuvvrrYXRI5Z9/97ne54oorsNvtJCUlcdddd1FdXT2rjWEYfOMb3yA1NZWoqCiuv/56KioqZrWZmJjgc5/7HImJicTExPCud72L1tbWWW0GBga49957cTqdOJ1O7r33XgYHBxf6LYqck+9+97tYLBa+8IUvBM/p2ZeVqq2tjY985CMkJCQQHR3NunXrOHjwYPC6nn1Ziaanp/na175GTk4OUVFR5Obm8s///M/4/f5gGz37Mi9DFtUjjzxihIWFGT/72c+MyspK4/777zdiYmKMpqamxe6ayDnZvn278fOf/9w4fvy4UV5ebtx+++1GZmamMTw8HGzzwAMPGHa73Xj88ceNY8eOGR/84AeNlJQUw+PxBNt8+tOfNtLS0owdO3YYhw4dMm644QajrKzMmJ6eDra57bbbjNWrVxu7d+82du/ebaxevdq44447Lun7FZnPvn37jOzsbGPt2rXG/fffHzyvZ19Wov7+fiMrK8v4+Mc/buzdu9doaGgwXnjhBaO2tjbYRs++rETf+ta3jISEBOPpp582GhoajMcee8yw2WzGD3/4w2AbPfsyH4XuRbZ582bj05/+9KxzxcXFxle/+tVF6pHI29Pd3W0Axq5duwzDMAy/328kJycbDzzwQLDN+Pi44XQ6jZ/85CeGYRjG4OCgERYWZjzyyCPBNm1tbYbVajWee+45wzAMo7Ky0gCMN954I9hmz549BmCcOHHiUrw1kXl5vV6joKDA2LFjh3HdddcFQ7eefVmp/u7v/s7Ytm3bGa/r2ZeV6vbbbzfuu+++Wefuvvtu4yMf+YhhGHr25cw0vXwRTU5OcvDgQW699dZZ52+99VZ27969SL0SeXuGhoYAiI+PB6ChoYHOzs5Zz3lERATXXXdd8Dk/ePAgU1NTs9qkpqayevXqYJs9e/bgdDq58sorg222bNmC0+nU/y+yqP72b/+W22+/nZtvvnnWeT37slI99dRTbNq0ife///0kJSWxfv16fvaznwWv69mXlWrbtm28+OKL1NTUAHDkyBFee+013vnOdwJ69uXMQhe7A5ez3t5efD4fbrd71nm3201nZ+ci9UrkwhmGwRe/+EW2bdvG6tWrAYLP8nzPeVNTU7BNeHg4cXFxc9qcur+zs5OkpKQ5nzMpKUn/v8iieeSRRzh06BD79++fc03PvqxU9fX1PPjgg3zxi1/kH/7hH9i3bx+f//zniYiI4KMf/aiefVmx/u7v/o6hoSGKi4sJCQnB5/Px7W9/m3vuuQfQ9305M4XuJcBiscz6u2EYc86JLAef/exnOXr0KK+99tqcaxfynL+5zXzt9f+LLJaWlhbuv/9+nn/+eSIjI8/YTs++rDR+v59Nmzbxne98B4D169dTUVHBgw8+yEc/+tFgOz37stL84Q9/4De/+Q2/+93vWLVqFeXl5XzhC18gNTWVj33sY8F2evblzTS9fBElJiYSEhIy5zdW3d3dc35DJrLUfe5zn+Opp57i5ZdfJj09PXg+OTkZ4KzPeXJyMpOTkwwMDJy1TVdX15zP29PTo/9fZFEcPHiQ7u5uNm7cSGhoKKGhoezatYt/+7d/IzQ0NPhc6tmXlSYlJYXS0tJZ50pKSmhubgb0fV9Wri9/+ct89atf5UMf+hBr1qzh3nvv5X/8j//Bd7/7XUDPvpyZQvciCg8PZ+PGjezYsWPW+R07dnDVVVctUq9Ezo9hGHz2s5/liSee4KWXXiInJ2fW9ZycHJKTk2c955OTk+zatSv4nG/cuJGwsLBZbTo6Ojh+/HiwzdatWxkaGmLfvn3BNnv37mVoaEj/v8iiuOmmmzh27Bjl5eXBY9OmTXz4wx+mvLyc3NxcPfuyIl199dVztoasqakhKysL0Pd9WblGR0exWmfHp5CQkOCWYXr25YwWoXibnObUlmEPPfSQUVlZaXzhC18wYmJijMbGxsXumsg5+cxnPmM4nU5j586dRkdHR/AYHR0NtnnggQcMp9NpPPHEE8axY8eMe+65Z97tM9LT040XXnjBOHTokHHjjTfOu33G2rVrjT179hh79uwx1qxZo+0zZEk5vXq5YejZl5Vp3759RmhoqPHtb3/bOHnypPHb3/7WiI6ONn7zm98E2+jZl5XoYx/7mJGWlhbcMuyJJ54wEhMTja985SvBNnr2ZT4K3UvAv//7vxtZWVlGeHi4sWHDhuBWSyLLATDv8fOf/zzYxu/3G1//+teN5ORkIyIiwrj22muNY8eOzXqdsbEx47Of/awRHx9vREVFGXfccYfR3Nw8q01fX5/x4Q9/2LDb7Ybdbjc+/OEPGwMDA5fgXYqcmzeHbj37slL913/9l7F69WojIiLCKC4uNn7605/Ouq5nX1Yij8dj3H///UZmZqYRGRlp5ObmGv/4j/9oTExMBNvo2Zf5WAzDMBZzpF1ERERERERkpdKabhEREREREZEFotAtIiIiIiIiskAUukVEREREREQWiEK3iIiIiIiIyAJR6BYRERERERFZIArdIiIiIiIiIgtEoVtERERERERkgSh0i4iIiIiIiCwQhW4REZEVbufOnVgsFgYHBxfl819//fV84QtfOOP1b3zjG6xbt+6S9UdERORSUugWERE5ze7duwkJCeG2225b7K4sqrcKyiIiInJuFLpFRERO8/DDD/O5z32O1157jebm5sXujiygqampxe6CiIhcBhS6RUREAkZGRnj00Uf5zGc+wx133MEvfvGLOW2eeuopNm3aRGRkJImJidx9993BaxMTE3zlK18hIyODiIgICgoKeOihhwD4xS9+QWxs7KzX+vOf/4zFYgn+/dQ064cffpjMzExsNhuf+cxn8Pl8/Mu//AvJyckkJSXx7W9/O3hPY2MjFouF8vLy4LnBwUEsFgs7d+6c93329fVxzz33kJ6eTnR0NGvWrOH3v/998PrHP/5xdu3axY9+9CMsFgsWi4XGxkYAKisreec734nNZsPtdnPvvffS29s762v40Y9+FJvNRkpKCj/4wQ/e6sse9Otf/5rs7GycTicf+tCH8Hq9s762n//850lKSiIyMpJt27axf//+4PXz/frm5uYSERGBYRj88Y9/ZM2aNURFRZGQkMDNN9/MyMjIOfdbRETkbBS6RUREAv7whz9QVFREUVERH/nIR/j5z3+OYRjB68888wx33303t99+O4cPH+bFF19k06ZNwesf/ehHeeSRR/i3f/s3qqqq+MlPfoLNZjuvPtTV1fGXv/yF5557jt///vc8/PDD3H777bS2trJr1y6+973v8bWvfY033njjgt/n+Pg4Gzdu5Omnn+b48eN86lOf4t5772Xv3r0A/OhHP2Lr1q188pOfpKOjg46ODjIyMujo6OC6665j3bp1HDhwgOeee46uri4+8IEPBF/7y1/+Mi+//DJ/+tOfeP7559m5cycHDx48p/f95z//maeffpqnn36aXbt28cADDwSvf+UrX+Hxxx/nl7/8JYcOHSI/P5/t27fT399/Xu+9traWRx99lMcff5zy8nI6Ozu55557uO+++6iqqmLnzp3cfffds/67i4iIvB2hi90BERGRpeKhhx7iIx/5CAC33XYbw8PDvPjii9x8880AfPvb3+ZDH/oQ3/zmN4P3lJWVAVBTU8Ojjz7Kjh07gu1zc3PPuw9+v5+HH34Yu91OaWkpN9xwA9XV1Tz77LNYrVaKior43ve+x86dO9myZcsFvc+0tDS+9KUvBf/+uc99jueee47HHnuMK6+8EqfTSXh4ONHR0SQnJwfbPfjgg2zYsIHvfOc7wXMPP/wwGRkZ1NTUkJqaykMPPcSvfvUrbrnlFgB++ctfkp6efk7v+xe/+AV2ux2Ae++9lxdffJFvf/vbjIyM8OCDD/KLX/yCd7zjHQD87Gc/Y8eOHTz00EN8+ctfPuf3Pjk5ya9//WtcLhcAhw4dYnp6mrvvvpusrCwA1qxZc86vJyIi8lYUukVERIDq6mr27dvHE088AUBoaCgf/OAHefjhh4Mhury8nE9+8pPz3l9eXk5ISAjXXXfd2+pHdnZ2MHgCuN1uQkJCsFqts851d3df8Ofw+Xw88MAD/OEPf6CtrY2JiQkmJiaIiYk5630HDx7k5Zdfnnf0vq6ujrGxMSYnJ9m6dWvwfHx8PEVFRW/Zpze/75SUlOB7rKurY2pqiquvvjp4PSwsjM2bN1NVVfWWr326rKysYOAG85cmN910E2vWrGH79u3ceuutvO997yMuLu68XldERORMFLpFREQwR7mnp6dJS0sLnjMMg7CwMAYGBoiLiyMqKuqM95/tGoDVap0zZXm+Ql5hYWGz/m6xWOY95/f7g697qq9ne93T/eAHP+D//J//ww9/+EPWrFlDTEwMX/jCF5icnDzrfX6/nzvvvJPvfe97c66lpKRw8uTJs95/Nmd7j6fe2+nrs0+dP3XuXL++b/7FQkhICDt27GD37t08//zz/N//+3/5x3/8R/bu3UtOTs4Fvx8REZFTtKZbREQue9PT0/zqV7/iBz/4AeXl5cHjyJEjZGVl8dvf/haAtWvX8uKLL877GmvWrMHv97Nr1655r7tcLrxe76wCXacXP7tQp0ZtOzo6zvl1X331Vd797nfzkY98hLKyMnJzc+cE5vDwcHw+36xzGzZsoKKiguzsbPLz82cdMTEx5OfnExYWNmu9+cDAADU1NW/rPebn5xMeHs5rr70WPDc1NcWBAwcoKSkB3t7X12KxcPXVV/PNb36Tw4cPEx4ezp/+9Ke31WcREZFTFLpFROSy9/TTTzMwMMAnPvEJVq9ePet43/veF6xA/vWvf53f//73fP3rX6eqqopjx47xL//yL4A5PfpjH/sY9913H3/+859paGhg586dPProowBceeWVREdH8w//8A/U1tbyu9/9bt7q6OcrKiqKLVu28MADD1BZWckrr7zC1772tbPek5+fHxzdraqq4m/+5m/o7Oyc1SY7O5u9e/fS2NhIb28vfr+fv/3bv6W/v5977rmHffv2UV9fz/PPP899992Hz+fDZrPxiU98gi9/+cu8+OKLHD9+nI9//OOzpsZfiJiYGD7zmc/w5S9/meeee47Kyko++clPMjo6yic+8Qngwr++e/fu5Tvf+Q4HDhygubmZJ554gp6enmCYFxERebsUukVE5LL30EMPcfPNN+N0Oudce+9730t5eTmHDh3i+uuv57HHHuOpp55i3bp13HjjjcGK32AWGnvf+97Hf//v/53i4mI++clPBkde4+Pj+c1vfsOzzz4b3KLrG9/4xkXp/8MPP8zU1BSbNm3i/vvv51vf+tZZ2//TP/0TGzZsYPv27Vx//fUkJydz1113zWrzpS99iZCQEEpLS3G5XDQ3N5Oamsrrr7+Oz+dj+/btrF69mvvvvx+n0xkM1t///ve59tprede73sXNN9/Mtm3b2Lhx49t+jw888ADvfe97uffee9mwYQO1tbX89a9/Da69vtCvr8Ph4JVXXuGd73wnhYWFfO1rX+MHP/hBsGCbiIjI22UxtCeGiIiIiIiIyILQSLeIiIiIiIjIAlHoFhEREREREVkgCt0iIiIiIiIiC0ShW0RERERERGSBKHSLiIiIiIiILBCFbhEREREREZEFotAtIiIiIiIiskAUukVEREREREQWiEK3iIiIiIiIyAJR6BYRERERERFZIArdIiIiIiIiIgtEoVtERERERERkgfz/p31FZapmKAYAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# %% Duration curves\n",
"fig, ax = plt.subplots(figsize=(10, 6))\n",
"\n",
"for var in [\"opsd\", \"atlite era5\", \"atlite cosmo_rea6 [wnd125m,wnd175m]\"]:\n",
" compare[var].sort_values(ascending=False).reset_index(drop=True).plot(\n",
" ax = ax\n",
" )\n",
"plt.legend()\n",
"plt.title(\"Duration curves\")\n",
"plt.ylabel(\"Wind Feed-in [GW]\")\n",
"plt.xlabel(\"Accumulated hours\")\n",
"plt.tight_layout()\n",
"plt.show()\n",
"fig.savefig(\"duration_curves_DE_2012.png\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Capacity Factor Maps"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO:atlite.convert:Convert and aggregate 'wind'.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[########################################] | 100% Completed | 65.01 s\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO:atlite.convert:Convert and aggregate 'wind'.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[########################################] | 100% Completed | 15.19 s\n"
]
}
],
"source": [
"capacity_factors = {}\n",
"for datamodule, cutout in cutouts.items():\n",
" capacity_factors[datamodule] = cutout.wind(\n",
" turbine=\"Vestas_V90_3MW\", capacity_factor=True\n",
" )\n",
" # wind = xr.Dataset()\n",
" # for turbine_cat in turbine_categories:\n",
" # name = f\"< {turbine_cat['up']} kW\"\n",
" # wind[name] = cutout.wind(\n",
" # turbine=turbine_cat[\"name\"], layout=turbine_cat[\"layout\"], show_progress=False\n",
" # )\n",
"\n",
" # wind[\"total\"] = sum(wind[c] for c in wind)\n",
" # wind_results[datamodule] = wind"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Germany"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x480 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(1, 2, figsize=(10, 4.8))\n",
"for ax, datamodule in zip(axs, list(capacity_factors.keys())):\n",
" capacity_factors[datamodule].plot(ax=ax, vmin=0, vmax=0.55)\n",
" ax.set_title(datamodule)\n",
"plt.tight_layout()\n",
"fig.savefig(\"capacity_factor_map_DE_2012.png\", dpi=200)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Offshore, Northern Germany"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x480 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(2, 1, figsize=(6, 4.8))\n",
"for ax, datamodule in zip(axs, list(capacity_factors.keys())):\n",
" (capacity_factors[datamodule]\n",
" .where(capacity_factors[datamodule][\"y\"] > 53, drop=True)\n",
" .plot(ax=ax, vmin=0, vmax=0.55)\n",
" )\n",
" ax.set_title(datamodule)\n",
"plt.tight_layout()\n",
"fig.savefig(\"capacity_factor_map_northern_DE_2012.png\", dpi=200)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.11.4"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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