mirror of
https://github.com/xingyzt/fire.git
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361 lines
321 KiB
Plaintext
361 lines
321 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 271,
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"id": "8aa84168-aa52-4e63-b801-8c9b105c2ef0",
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import datetime\n",
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"from IPython.display import display, clear_output\n",
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"import os.path"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 272,
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"id": "be741f3b-5de5-4330-a591-f3b9606214ad",
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"metadata": {},
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"outputs": [],
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"source": [
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"products = [\n",
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" \"G18-ABI-CONUS-BAND07\", # GOES-16 East\n",
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" \"G16-ABI-FD-BAND07\", # GOES-18 West\n",
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"]\n",
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"km2_per_pixel = 1.0\n",
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"mi2_per_km2 = 0.386102\n",
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"time_start = datetime.datetime(2025, 1, 7, 18, 16, 0, 0) # UTC time\n",
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"time_end = datetime.datetime(2025, 1, 10, 1, 41, 0, 0)\n",
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"time_step = datetime.timedelta(minutes=5) # GOES update rate\n",
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"PST_offset = datetime.timedelta(hours=-8)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 273,
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"id": "eb94a560-8600-46bc-b14e-a769126dc24a",
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"metadata": {},
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"outputs": [],
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"source": [
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"# pixel and physical coordinates\n",
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"dx = 0.2\n",
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"r = 64 # km\n",
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"\n",
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"x_raw = np.arange(-r, r, 1)\n",
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"X_raw, Y_raw = np.meshgrid(x_raw, x_raw)\n",
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"\n",
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"x = np.arange(-r, r, dx)\n",
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"X, Y = np.meshgrid(x, x)\n",
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"extent = -r, r, -r, r"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 274,
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"id": "c3c39560-c2f3-4f25-bd87-ad17e65c5e16",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<matplotlib.image.AxesImage at 0x7bf6fd653970>"
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]
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},
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"execution_count": 274,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# overlay from Google Maps\n",
|
|
"reference = plt.imread(\"reference.png\")\n",
|
|
"plt.imshow(reference, extent=extent)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 275,
|
|
"id": "85fbdbf2-5a99-4c65-bd8b-ead4e301ffb1",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# templates\n",
|
|
"shape = (128, 128)\n",
|
|
"ones = np.ones(shape)\n",
|
|
"zeros = np.zeros(shape)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 320,
|
|
"id": "43b3243c-8442-4951-9c70-ec552be72b0e",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"fires = {\n",
|
|
" \"Palisades\": {\n",
|
|
" \"offset\": (-17, -8),\n",
|
|
" \"r\": 16,\n",
|
|
" \"color\": \"black\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Eaton\": {\n",
|
|
" \"offset\": (28, 13),\n",
|
|
" \"r\": 15,\n",
|
|
" \"color\": \"purple\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Hurst\": {\n",
|
|
" \"offset\": (-7, 27),\n",
|
|
" \"r\": 7,\n",
|
|
" \"color\": \"red\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Lidia\": {\n",
|
|
" \"offset\": (15, 40),\n",
|
|
" \"r\": 10,\n",
|
|
" \"color\": \"blue\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Sunset\": {\n",
|
|
" \"offset\": (3, 2),\n",
|
|
" \"r\": 7,\n",
|
|
" \"color\": \"orange\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Kenneth\": {\n",
|
|
" \"offset\": (-27, 10),\n",
|
|
" \"r\": 7,\n",
|
|
" \"color\": \"maroon\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
"}"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 321,
|
|
"id": "dfc4a62d-4b7d-497a-8e90-d6f05c1100ae",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
|
|
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
|
|
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
|
|
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"time = time_start\n",
|
|
"times = []\n",
|
|
"data_history = [ zeros ]*12*12 # take the max of 12 hours\n",
|
|
"while time < time_end:\n",
|
|
" fig = plt.figure(figsize=(8,8), dpi=100)\n",
|
|
"\n",
|
|
" time_string = time.isoformat().replace(\"T\",\"+\")\n",
|
|
" \n",
|
|
" images = []\n",
|
|
" for product in products:\n",
|
|
" path = f\"raw/{product}/{time}.png\"\n",
|
|
" if os.path.isfile(path) and os.path.getsize(path) > 1000:\n",
|
|
" img = plt.imread(path)[:,:,0]\n",
|
|
" img = np.where(img > 0.9, zeros, img) # fix overflowing issue\n",
|
|
" else: #ignore corrupt / empty files\n",
|
|
" img = ones\n",
|
|
" images.append(img)\n",
|
|
" \n",
|
|
" new_data = np.clip(1 - 2 * (images[0] * images[1]) ** 0.5, 0, 1) # remap to highlight fires\n",
|
|
" \n",
|
|
" data_history.pop(0)\n",
|
|
" data_history.append(new_data)\n",
|
|
" max_data = np.max(np.array(data_history), axis=0)\n",
|
|
" \n",
|
|
" mix_data = (2*max_data + new_data)/3\n",
|
|
"\n",
|
|
" alpha = max_data ** 0.2 # mask to draw over street map\n",
|
|
" alpha = np.where(max_data > 0.1, alpha, zeros)\n",
|
|
"\n",
|
|
" # display(fig)\n",
|
|
" plt.title(f\"{(time + PST_offset)} PST\")\n",
|
|
" plt.imshow(mix_data, extent=extent, cmap=\"inferno\", vmin=0, vmax=1)\n",
|
|
" plt.imshow(reference, extent=extent, alpha=0.5)\n",
|
|
" plt.imshow(mix_data, extent=extent, alpha=alpha, cmap=\"inferno\", vmin=0, vmax=1)\n",
|
|
" \n",
|
|
" for key in fires:\n",
|
|
" fire = fires[key]\n",
|
|
"\n",
|
|
" cx, cy = fire[\"offset\"]\n",
|
|
" r = fire[\"r\"]\n",
|
|
" # the y coordinate is flipped\n",
|
|
" mask = (X_raw - cx)**2 + (Y_raw + cy)**2 < r**2\n",
|
|
" \n",
|
|
" area = np.sum(max_data[mask] > 0.1) * km2_per_pixel\n",
|
|
" fire[\"area\"].append(area)\n",
|
|
" if area < 1: continue\n",
|
|
" \n",
|
|
" patch = plt.Circle(\n",
|
|
" (cx, cy), r, color=fire[\"color\"], \n",
|
|
" fill=False, label=f\"{key}: {area*mi2_per_km2:.0f} mi$^2$ ({area:.0f} km$^2$)\"\n",
|
|
" )\n",
|
|
" plt.gca().add_patch(patch)\n",
|
|
" \n",
|
|
" plt.legend(loc='upper left')\n",
|
|
" \n",
|
|
" plt.xlabel(\"\"\"kilometers\n",
|
|
"Satellite analysis can be inaccurate. Refer to fire.ca.gov for official information.\n",
|
|
"Data: Google Maps, NOAA GOES, UW SSEC | Code: github.com/xingyzt/fire\n",
|
|
"\"\"\")\n",
|
|
" # clear_output(wait=True)\n",
|
|
"\n",
|
|
" plt.savefig(f\"render/{time_string}.png\")\n",
|
|
" # print(time_string, end=\",\")\n",
|
|
" # plt.pause(.05)\n",
|
|
" plt.close()\n",
|
|
"\n",
|
|
" time += time_step\n",
|
|
" times.append(time)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 322,
|
|
"id": "f26476cb-403a-4783-a5ac-60cbb76d628f",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 800x400 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig = plt.figure(figsize=(8, 4), dpi=100)\n",
|
|
"ax = plt.subplot()\n",
|
|
"\n",
|
|
"time_axis = [t + PST_offset for t in times]\n",
|
|
"for key in fires:\n",
|
|
" fire = fires[key]\n",
|
|
" plt.plot(time_axis, np.array(fire[\"area\"]), label=key, c=fire[\"color\"])\n",
|
|
"\n",
|
|
"plt.title(\"Hotspot areas, max over 12 hours\")\n",
|
|
"plt.legend(ncol=len(fires)//2)\n",
|
|
"\n",
|
|
"plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%h %d %H:%m'))\n",
|
|
"plt.gcf().autofmt_xdate()\n",
|
|
"\n",
|
|
"plt.ylim(0, 350)\n",
|
|
"plt.ylabel(\"area (km$^2$)\")\n",
|
|
"plt.xlabel(\"datetime (PST)\")\n",
|
|
"plt.grid()\n",
|
|
"\n",
|
|
"ax2 = ax.twinx()\n",
|
|
"plt.ylim(0, 350 * mi2_per_km2)\n",
|
|
"plt.ylabel(\"area (mi$^2$)\")\n",
|
|
"\n",
|
|
"plt.savefig(\"area.png\")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 323,
|
|
"id": "befa28a1-3e5b-4d22-b630-d6f65283c0b9",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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Bu+++i61bt6J79+6YNGkS2rZtC51Oh7S0NOzZswfvvfceHnvsMQD69I4zZ87Evn370LNnT4tl279/P+7fvw8A0Gq1uHnzJrZs2QJAL+hCQkIAAO3atcNrr72Gli1bwsfHB8ePH8e8efMQGhqKKVOm2PFs2Z/Y2FgEBwdj5MiRmDVrFuRyOeLj43Hr1i2jde1x/g1p0aIFGjdujA8//BAMwyA4OBi///47EhMTTa5fvXp1PPvss4iPj0dubi4mT55s9FZk+fLlGDBgAPr374/XX38d4eHhyMnJwaVLl3D69GlByldzDBw4EPHx8WjRogXatm2LU6dOYd68eUbjBbz77rtYtWoVBgwYgFmzZqFOnTr4+eefcfnyZQBlKVMDAgLw7bffYvjw4cjJycH//vc/1K5dG/fv38fZs2dx//59LF26tNxyEQThQbi48y5BEA7kzJkzzIgRI5jIyEjG29ub8fHxYZo0acIMGzaM2bt3r2Dd4cOHM/7+/ib3k52dzYwdO5YJCwtj5HI507BhQ2bq1KlMSUmJ0bqTJk1iADCff/65YH7Tpk0ZAMy5c+eMtlm0aBETGRnJyGQyQXrAHj16MK1atTJaf/jw4UzDhg3LrT8AZvz48SaXrVq1imnevDnj7e3NNGrUiJk7dy6zcuVKo6wsN27cYGJiYpjAwEAGgOC4BQUFzLRp05jmzZszXl5eTLVq1Zg2bdowkyZNYu7evcut99577zESiYS5dOlSuWVmMwGZ+uNnDnr55ZeZJk2aMP7+/oxCoWAaNmzIjB07lks3Wh4NGzZknnrqKaP5ps5ZamoqA4CZN28eN89cVhxT++zRo4dRZpvjx48zXbt2Zfz9/Znw8HDm008/ZX788UeHnH9TpKSkMP369WMCAwOZGjVqMC+88AKTlpbGAGA+/fRTo/X37NnDXYerV6+a3OfZs2eZF198kalduzajUCiY0NBQpnfv3syyZcu4ddisOIbZfBiGYR48eMCMHDmSqV27NuPn58c88cQTzMGDB02evwsXLjB9+/ZlfHx8mODgYGbkyJHMTz/9xABgzp49K1h3//79zFNPPcUEBwczCoWCCQ8PZ5566ilm8+bNFs8RQRCeh4RheKOxEARBEHanU6dOaNiwYYWitgRhLW+++SY2bNiA7OxsswPTEQRRtSErDkEQhAPJy8vD2bNnuRFvCcIezJo1C3Xr1kWjRo1QUFCAnTt34scff8S0adNI1BOEiCFhTxAE4UCCgoKgVCpdXQyiiqFQKDBv3jzcvn0bGo0GTZs2xcKFC/HOO++4umgEQbgQsuIQBEEQBEEQRBXAvZMd85g7dy4kEgneffddi+vt378fHTp0gI+PDxo1aoRly5Y5p4AEQRAEQRAE4UI8QtifOHECK1asQNu2bS2ul5qaitjYWHTr1g3Jycn46KOPMHHiRC61H0EQBEEQBEFUVdxe2BcUFODVV1/FDz/8gBo1alhcd9myZWjQoAEWLVqEli1bYtSoUXjjjTcwf/58J5WWIAiCIAiCIFyD23eeHT9+PJ566in07dsXn332mcV1jx49KhgNEAD69++PlStXQq1Wmxx9U6lUCjq2aTQaXLp0CfXr13f7YdkJgiAIgiDEiE6nw7179xAdHQ253O3lrNNw6zOxceNGnD59GidOnKjQ+nfv3kWdOnUE8+rUqQONRoOsrCyEhYUZbTN37lzMnDnTLuUlCIIgCIIgnMfx48fx6KOPuroYboPbCvtbt27hnXfewZ49e+Dj41Ph7SQSiWCaTfpjOJ9l6tSpiIuLExy3devWOHLkiMmGgDuiVqtx4MABdO/e3eRbiaqIGOsMiLPeYqwzIM56U53FUWdAnPUWY50Bx9U7IyMDXbt2NQroih23FfanTp1CZmYmOnTowM3TarU4cOAAvvvuOyiVSshkMsE2oaGhuHv3rmBeZmYm5HI5atasafI43t7e8Pb25qarVasGAKhfvz7q1atnr+o4FLVajZSUFERERIjmZiHGOgPirLcY6wyIs95UZ3HUGRBnvcVYZ8Bx9WbtN2SbFuK2wr5Pnz44f/68YN6IESPQokULfPDBB0aiHgC6dOmC33//XTBvz5496Nixo6h+RARBEARBEIT4cFthHxgYiNatWwvm+fv7o2bNmtz8qVOnIj09HWvWrAEAjB07Ft999x3i4uIwevRoHD16FCtXrsSGDRucXn6CIAiCIAiCcCYe/f4iIyMDaWlp3HRkZCQSEhKQlJSE9u3bY/bs2Vi8eDGef/55F5aSIAiCIAiCIByP20bsTZGUlCSYjo+PN1qnR48eOH36tHMKRBAEYYBWq4VarbZ5P2q1GnK5HCUlJdBqtXYomftDdRZHnQFx1luMdQasr7dMJoNcLjeb/IQwjUcJe4IgCHemoKAAt2/f5rJx2QLDMAgNDcWtW7dE82CjOoujzoA46y3GOgO21dvPzw9hYWHw8vJyUOmqHiTsCYIg7IBWq8Xt27fh5+eHkJAQmx/cOp0OBQUFCAgIEE3WB6qzOOoMiLPeYqwzYF29GYaBSqXC/fv3kZqaiqZNm4rqnNkCCXuCIAg7oFarwTAMQkJC4Ovra/P+dDodVCoVfHx8RPNAozqLo86AOOstxjoD1tfb19cXCoUCN2/e5LYnykc83yyCIAgnIKZX7ARBEI5ETA0ge0FnjCAIgiAIgiCqACTsCYIgCIIgCKIKQMKeIAiCsIqkpCRIJBLk5uYC0Kcgrl69ukOP2bNnT7z77rsOPQZBEISnQsKeIAhCxLz++uuQSCSQSCRQKBRo1KgRJk+ejMLCwkrv66WXXsLVq1cdUErCWbz++ut45plnjOYbNuIcATXayiczMxNjxoxBgwYN4O3tjdDQUPTv3x9Hjx51ddE4IiIisGjRIlcXQ7RQVhyCIAiR8+STT2L16tVQq9U4ePAgRo0ahcLCQixdurRS+/H19bVLRiCi6qFSqSgXuR14/vnnoVar8dNPP6FRo0a4d+8e9u7di5ycHFcXjXATKGJPEAThABiGQWFhoUv+KjtAFhv5q1+/PoYMGYJXX30VO3bswLp169CxY0cEBgYiNDQUQ4YMQWZmptn9GFpxzp49i169eiEwMBBBQUHo0KEDTp48CQDIzs7GK6+8gnr16sHPzw9t2rTBhg0bBPsrLCzEsGHDEBAQgLCwMCxYsMDomCqVClOmTEF4eDj8/f3x2GOPCUYpv3nzJgYNGoQaNWrA398frVq1QkJCQqXOj80wDFBY6Jo/OwyWZsiMGTPQvn17wbxFixYhIiKCm2Yj/3PnzkXdunXRrFkzAMCSJUvQtGlT+Pn5oVmzZnjhhRe49ffv349vvvmGe4N048YNu5fdJAwDaApd81eJ65Obm4tDhw7hyy+/RK9evdCwYUN06tQJU6dOxVNPPYUbN25AIpHgzJkzgm0kEgn3m2DfvOzduxcdO3aEn58funbtiitXrnDbWPrdAsCRI0fQvXt3+Pr6on79+pg4cSL3hq9nz564efMmJk2axF1HwrlQxJ4gCMIBFBUVISAgwCXHLigogL+/v9Xb+/r6Qq1WQ6VSYfbs2WjevDkyMzMxadIkvP766xUWxq+++iqio6OxdOlSyGQynDlzBgqFAgBQUlKCDh064IMPPkBQUBD++OMPDB8+HLt27ULv3r0BAO+//z727duH7du3IzQ0FB999BFOnTolEJUjRozAjRs3sHHjRtStWxfbt2/Hk08+ifPnz6Np06YYP348VCoVDhw4AH9/f6SkpDj/uhQVAWaOKQVQ3ZHHLigAbPgu2MLevXsRFBSExMREMAyDkydPYuLEiVi7di06d+6MW7duITk5GQDwzTff4OrVq2jdujVmzZoFAAgJCXFOQbVFwC+O/06YvNYvFgDyil2fgIAABAQEYMeOHejcuTO8vb2tLsvHH3+MBQsWICQkBGPHjsUbb7yBw4cPA7D8uz1//jz69++P2bNnY+XKlbh//z4mTJiACRMmYPXq1di2bRvatWuHN998E6NHj7a6fIT1kLAnCIIgOI4fP46ff/4Zffr0wRtvvMHNb9SoERYvXoxOnTpxo0iWR1paGt5//320aNECANC0aVNuWXh4OCZPnsxNv/322/jzzz/x66+/onfv3igoKMDKlSuxZs0a9OvXDwDw008/oV69etw2//33HzZs2IDbt2+jbt26AIDJkydj165dWL16NebMmYO0tDQ8//zzaNOmDVcPwjI7d+40ur5arbbS+/H398ePP/7IWXC2bdsGf39/DBw4EP7+/qhRowaeeOIJAEC1atXg5eUFPz8/hIaG2l6JKohcLkd8fDxGjx6NZcuW4ZFHHkGPHj3w8ssvo23btpXa1+eff44ePXoAAD788EM89dRTKCkpgY+Pj8Xf7bx58zBkyBCuL0TTpk2xePFi9OjRA0uXLkVwcDBkMhn3lg/QD1BFOA8S9gRBEA7Az88PBQUFVm+v0+mQl5eHoKCgSg/S4ufnV6n1WSGn0WigVqsxePBgfPvtt0hOTsaMGTNw5swZ5OTkcA/otLQ0REVFlbvfuLg4jBo1CmvXrkXfvn3xwgsvoHHjxgD0QvGLL77Apk2bkJ6eDqVSCaVSyUUh//vvP6hUKnTp0oXbX3BwMJo3b85Nnz59GgzDcDYPFqVSiZo1awIAJk6ciLfeegt79uxB37598fzzz1daBNmMn58+cm4CW65zhY9dSXr16mXUv+LYsWN47bXXKrWfNm3aCHz1/fr1Q8OGDdGoUSP0798f3bt3x5AhQ1z2ZotD5qePnDsYk9daVrnr8/zzz+Opp57CwYMHcfToUezatQtfffUVfvzxR/Ts2bPC++H/BsLCwgDoO+Y2aNDA4u/21KlTuHbtGtavX89tzzAMdDodUlNT0bJly0rVh7A/JOwJgiAcgEQisckOo9PpoNVq4e/v7/DRF1khp1AoULduXSgUChQWFiImJgYxMTFYt24dQkJCkJaWhv79+0OlUlVovzNmzMCQIUPwxx9/4M8//8Snn36KjRs34tlnn8WCBQvw9ddfY9GiRWjTpg38/f3xzjvvcPuuSD8BnU4HmUyGU6dOQSaTCZaxYnHUqFHo378//vjjD+zZswdz587FggUL8Pbbb1fyLNmARGLeDqPTAVqtfrmbjLLp7++PJk2aCObdvn2b+yyVSo2uj1qtNrkfPoGBgTh9+jSSkpKwe/duzJ07F/PmzcOJEyccnibVIhJJhe0wNqHTAXKt/lg2XGsfHx/069cP/fr1w/Tp0zFq1Ch8+umnOHjwIADhb8fUdQHAWWuAstGy2Ya7pd+tTqfDmDFjMHHiRKN9NmjQwOo6EfbDPe4iBEEQhMtghVzDhg25B/7ly5eRlZWFL774At26dUOLFi0sdpw1R7NmzTBp0iTs2bMHzz33HFavXg0AOHjwIAYPHozXXnsN7dq1Q6NGjXDt2jVuuyZNmkChUOCff/7h5j148ECQTjM6OhparRaZmZlo0qSJ4I9v56hfvz7Gjh2Lbdu24b333sMPP/xQ6XoQZYSEhODu3bsCAcnvsGkJuVyOvn374ssvv8ShQ4dw48YN/P333wAALy8vqyw/YicqKgqFhYVcn4SMjAxuWUWviyHmfrePPPIILl68aPR7a9KkCfd2xl2v44EDBzBo0CDUrVsXEokEO3bsqPC2hw8fhlwuN+o07o6QsCcIgiCMaNCgAby8vPDtt9/i+vXr+O233zB79uwKb19cXIwJEyYgKSkJN2/exOHDh3HixAnuVX2TJk2QmJiII0eO4NKlSxgzZgzu3r3LbR8QEICRI0fi/fffx969e3HhwgW8/vrrgrcXzZo1w6uvvophw4Zh27ZtSE1NxYkTJ/Dll19yHXzfffdd7N69G6mpqTh9+jT+/vtvsgvYSM+ePXH//n189dVX+O+///D999/jzz//LHe7nTt3YvHixThz5gxu3ryJjRs3QqfTcfaqiIgIHDt2DDdu3EBWVhZ5sw3Izs5G7969sW7dOpw7dw6pqanYvHkzvvrqKwwePBi+vr7o3LkzvvjiC6SkpODAgQOYNm1apY5R3u/2gw8+wNGjRzF+/HicOXMG//77L3777TfBG7CIiAgcOHAA6enpyMrKsus5sIXCwkK0a9cO3333XaW2e/jwIYYNG4Y+ffo4qGT2hYQ9QRAEYURISAji4+OxefNmREVF4YsvvsD8+fMrvL1MJkN2djaGDRuGZs2a4cUXX8SAAQMwc+ZMAMAnn3yCRx55BP3790fPnj0RGhqKwYMHC/Yxb948dO/eHU8//TT69u2LJ554Ah06dBCss3r1agwbNgzvvfcemjdvjqeffhrHjh1D/fr1Aei9/OPHj0fLli3x5JNPonnz5liyZImNZ0fctGzZEkuWLMH333+Pdu3a4fjx44KO0OaoXr06tm3bht69e6NVq1ZYvXo11q9fj1atWgHQd3yWyWSIiorirF9EGQEBAXjsscfw9ddfo3v37mjdujU++eQTjB49mhOrq1atglqtRseOHfHOO+/gs88+q9Qxyvvdtm3bFvv378e///6Lbt26ITo6Gp988gnn0weAWbNm4caNG2jcuLHzMhtVgAEDBuCzzz7Dc889V6ntxowZgyFDhgj6+7gzEqayCY+rOLdv30b9+vVx69YtQfYFd0atViMhIQGxsbEC31xVRox1BsRZb0+pc0lJCVJTUxEZGQkfHx+b9+fwTpVuCNVZHHUGxFlvMdYZsK3elu6rrF5LSUlBeHg4N9/b27vcVKASiQTbt283Ocoyn9WrV2PJkiU4evQoPvvsM+zYscNqe5OzEM83iyAIgiAIgqhSREVFoVq1atzf3Llz7bLff//9Fx9++CHWr18Pudxzcs14TkkJgiAIgiAIgoepiL2taLVaDBkyBDNnzjRKp+vukLAnCIIgCIIgPJLAwEAEBQXZdZ/5+fk4efIkkpOTMWHCBAB6SxHDMJDL5dizZw83Qra7QcKeIAiCIAiCIEoJCgrC+fPnBfOWLFmCv//+G1u2bEFkZKSLSlY+JOwJgiAIgiCIKk1BQYFgrIzU1FScOXMGwcHBaNCgAaZOnYr09HSsWbMGUqkUrVu3Fmxfu3Zt+Pj4GM13N9y28+zSpUvRtm1bBAUFISgoCF26dLGYJzcpKQkSicTo7/Lly04stX35+uuvK5VejiAIgiAIgjDm5MmTiI6ORnR0NAAgLi4O0dHRmD59OgD9wF5VIcWq20bs69Wrhy+++IIb1vqnn37C4MGDkZyczOW8NcWVK1cEXit3yqFaGfLz8xEXFwcAGDlyJGrUqOHiEhEEQRAEQXgmPXv2hKUM7/Hx8Ra3nzFjBmbMmGHfQjkAtxX2gwYNEkx//vnnWLp0Kf755x+Lwr527dqoXr26g0vneFQqFfdZqVS6sCQEQRAEQRCEJ+C2wp6PVqvF5s2bUVhYWO7IX9HR0SgpKUFUVBSmTZuGXr16WVxfqVQKhHN+fj4AQKPRQK1W2154K9FoNNxntVptsSzsMleW19mIsc6AOOvtKXVWq9VgGAY6nQ46nc7m/bGRJXafYoDqLI46A+KstxjrDNhWbzYTjVqthkwmEyzj6ySiDLcW9ufPn0eXLl1QUlKCgIAAbN++HVFRUSbXDQsLw4oVK9ChQwcolUqsXbsWffr0QVJSErp37272GHPnzuWGSuazd+9e1KpVy251qSxsAwMA/vrrLwQHB5e7TWJioiOL5JaIsc6AOOvt7nWWy+UIDQ1FQUGB4I2brfDvBWKB6uye1KhRA+vWrcNTTz1lcnlaWhratWuHAwcOoE2bNjh06BAGDRqEGzduoFq1aia38YR62xsx1hkAli9fjqlTp+LmzZsV3kalUqG4uBgHDhwwEvJZWVn2LmKVQMJYMhy5GJVKhbS0NOTm5mLr1q348ccfsX//frPi3pBBgwZBIpHgt99+M7uOYcQ+PT0dUVFRSE1NFQx44GwePHiAOnXqAABu3ryJsLAws+uq1WokJiaiX79+UCgUziqiSxFjnQFx1ttT6lxSUoJbt24hIiLCaOhza2AYBvn5+QgMDIREIrFDCU0zYsQIrFmzxmh+TEyMxYQFLPHx8YiLi0NOTo7NZXFWnd0Jd6vziBEjkJubi+3btxstu3v3LmrUqGF2AKAbN26gcePGOHXqFNq3bw+VSoWcnBzUqVPHqG7uVm9nYI86m7o+W7ZswbBhwzBz5ky8//779iquTTRq1AjvvPMO3nnnHa7e27Ztq/S9oqSkBDdu3ED9+vWN7qvp6emIjIzErVu3UK9ePXtXwWNx64i9l5cX13m2Y8eOOHHiBL755hssX768Qtt37twZ69ats7iOt7e34CaVl5cHQB99c6WI4A9frFAoKlSWiq5XlRBjnQFx1tvd66zVaiGRSCCVSiGV2p5wjH1lze7TUUgkEjz55JNYvXq1YL63t3eFjsuu40l1difcrc5sRjlTZalbt67FbfnfBalUCh8fH7PbuFu9nYE96mx4fX788UeMHz8e33//PUaNGmW3stoDtpyG9pvK1F0qlUIikZi8//N1ElGGR/2aGIapVEfS5ORki5Fud4b/Q3DjlyoEQZiBYRioClU2/akL1VZtV9l7hre3N0JDQwV/bCauhQsXok2bNvD390f9+vUxbtw4FBQUANCnGR4xYgQePnzICQ42a8SDBw8wbNgw1KhRA35+fhgwYAD+/fdf7pjx8fGoXr06du/ejZYtWyIgIAADBgzA3bt37XMB3AiGAQoLXfNnz8eHRCLBjh07uOnjx48jOjoaPj4+6NixI5KTkwXrs2moc3NzAQDZ2dl45ZVXUK9ePQQEBKBr167YsGGD/QpoJfrfaqFT/tQG07Y837/66itMmDABP//8Myfqjxw5gu7du8PX1xf169fHxIkTUVhYyG0TERGBOXPm4I033kBgYCAaNGiAFStWcMtv3LgBiUSCbdu2oVevXvDz80O7du1w9OhRwbEtHadnz564efMmJk2aBIlEYuSN5//mn3zySWRkZFh9Dghj3La589FHH2HAgAGoX78+8vPzsXHjRiQlJWHXrl0AIBhIAAAWLVqEiIgItGrVCiqVCuvWrcPWrVuxdetWV1bDavg/djF1siGIqoK6SI25AXNdcuypBVPh5e9ll31JpVIsXrwYERERSE1Nxbhx4zBlyhQsWbIEXbt2xaJFizB9+nRcuXIFABAQEAAAeP311/Hvv//it99+Q1BQED744APExsYiJSWFi7wVFRVh/vz5WLt2LaRSKV577TV88skn2LRpk13K7i4UFQGlp8UEUgDVHXbsggLA39/++y0sLMTAgQPRu3dvrFu3DqmpqXjnnXcsblNSUoIOHTrggw8+QEBAALZt24bhw4ejSZMmeOyxx+xfyAqiLirCXPMXyKFMLSiAlxUX6MMPP8T333+PnTt3om/fvgD0/RL79++P2bNnY+XKlbh//z4mTJiACRMmCN7ILViwALNnz8ZHH32ELVu24K233kL37t3RokULbp2PP/4Y8+fPR9OmTfHxxx/jlVdewbVr1yCXy8s9zrZt29CuXTu8+eabGD16tEDDmPrNT548GevXr7fhLBJ83FbY37t3D0OHDkVGRgaqVauGtm3bYteuXejXrx8A44EEVCoVJk+ejPT0dPj6+qJVq1b4448/EBsb66oq2ARF7AmCcBY7d+7kBDnLBx98gE8++QTvvvsuNy8yMhKzZ8/GW2+9hSVLlsDLywvVqlWDRCJBaGgotx4r6A8fPoyuXbsCANavX4/69etjx44deOGFFwDo+08sW7YMjRs3BgCMHz8es2bNcnBtCXuwfv16aLVarFq1Cn5+fmjVqhVu376Nt956y+w24eHhmDx5MgD9M+7NN99EUlISNm/e7FJh72n8+eef+PXXX7F371707t2bmz9v3jwMGTKE+802bdoUixcvRo8ePbB06VLOox4bG4tx48YB0P/Ov/76ayQlJQmE/eTJk7lO0jNnzkSrVq1w7do1tGjRotzjBAcHQyaTITAwEKGhodDpdJzN2fA3P2HCBPrN2xm3FfYrV660uNxwIIEpU6ZgypQpDiyRc6GIPUF4Ngo/BaYWTLV6e51Oh/y8fAQGBVbaj6vwq1xfhF69emHp0qWCeWwmrn379mHOnDlISUlBXl4eNBoNSkpKUFhYCH8zkcZLly5BLpcLxFrNmjXRvHlzXLp0iZvn5+fHPeABIDQ0FPfv369U2T0BPz995NwUrOgJCgpyiNfcz8/uuwSgv8bt2rWDH+8A5aWj1mq1+OKLL7Bp0yakp6dzySsMG5XORuHnh6nmLpAd0f+m8xDIu9YKKy5Q27ZtkZWVhenTp+PRRx9FYGAgAODUqVO4du2aIPrNpphMTU1Fy5Ytue1Z2EZ5Zmam0TFYWEtzZmYmWrRoUeHjmMLwNx8WFmZ0bMI23FbYix2+mCdhTxCeh0QisckOo9PpoNAq4OXv5fDOhf7+/lyiAj43b95EbGwsxo4di9mzZyM4OBiHDh3CyJEjLY4rYO4tI8Mwgmwghp3hJBJJlXxDKZGYt8PodIBWq1/uSX1IrblOCxYswNdff41FixahVatWYBgGn3zyiV3Tw1qD/rfqAL+SAfrftBZe/v42/abDw8OxdetW9OrVC08++SR27dqFwMBA6HQ6jBkzBhMnTjTapkGDBtxnU787Q53BX4f9zbLrVPQ4phDLb96VkLB3U0jYEwThak6ePAmNRoMFCxZwQuSXX34RrOPl5QWtViuYFxUVBY1Gg2PHjnFWnOzsbFy9etViNI/wHKKiorB27VoUFxfD19cXAPDPP/9Y3ObgwYMYPHgwXnvtNeh0OuTm5uLatWv0nbCCBg0aYP/+/ejVqxdiYmKwe/duPPLII7h48aLJRro9qchxTN0XCOfgQfEBcUFWHIIgnIVSqcTdu3cFf1lZWWjcuDE0Gg2+/fZbXL9+HWvXrsWyZcsE20ZERKCgoAB79+5FVlYWioqK0LRpUwwePBijR4/GoUOHcPbsWbz22msIDw/H4MGDXVRLoqI8fPgQZ86cEfzx+7QBwJAhQyCVSjFy5EikpKQgISEB8+fPt7jfJk2aIDExEUeOHMGlS5cwadKkKpkFyVnUq1cPSUlJyM7ORkxMDKZMmYKjR49i/PjxOHPmDNfX5e2337brcT/44INyjxMREYEDBw4gPT2dBpJyMiTs3RSK2BME4Sx27dqFsLAwwd8TTzyB9u3bY+HChfjyyy/RunVrrF+/HnPnCjP9dO3aFWPHjsVLL72EkJAQfPXVVwCA1atXo0OHDhg4cCC6dOkChmGQkJDg1mMREHqSkpIQHR0t+Js+fbpgnYCAAPz+++9ISUlBdHQ0Pv74Y3z55ZcW9/vJJ5/gkUceQf/+/dG7d2/Url2bGno2Eh4ejv379yM3NxejR4/G/v378e+//6Jbt26Ijo7GJ598Yve0323bti33OLNmzeIGLGMH2yScg1uPPOsKbt++jfr167t8JLMbN24gMjISAJCSkmLxVaVarUZCQgJiY2NF89AUY50BcdbbU+pcUlKC1NRUREZG2mXkWUd3qnRHqM7iqDMgznqLsc6AbfW2dF91F73mbojnm+VhUMSeIAiCIAiCqAwk7N0UvpinDigEQRAEQRBEedglK45arcbdu3dRVFSEkJAQLv8xYT3UeZYgCIIgCIKoDFZH7AsKCrB8+XL07NkT1apVQ0REBKKiohASEoKGDRti9OjROHHihD3LKirIikMQBEEQBEFUBquE/ddff42IiAj88MMP6N27N7Zt24YzZ87gypUrOHr0KD799FNoNBr069cPTz75JP799197l7vKQxF7gvBMKB8BQRCEfaD7aeWxyopz5MgR7Nu3D23atDG5vFOnTnjjjTewbNkyrFy5Evv370fTpk1tKqjYoIg9QXgWMpkMAKBSqbgBewiCIAjrKSoqAmA8Yq2n4gzrulXCfvPmzRVaz9vbG+PGjbPmEKKHhD1BeBZyuRx+fn64f/8+FAqFzensdDodVCoVSkpKRJMaj+osjjoD4qy3GOsMWFdvhmFQVFSEzMxMVK9enQuceCIFBQVYv349NmzYgOPHj0OpVHLL6tWrh5iYGLz55pt49NFH7XI8u3SeJewPWXEIwrOQSCQICwtDamoqbt68afP+GIZBcXExfH19IZFI7FBC94fqLI46A+KstxjrDNhW7+rVqyM0NNRBJXM8X3/9NT7//HNERETg6aefxocffojw8HD4+voiJycHFy5cwMGDB9GvXz907twZ3377rc0OF7sI+4MHD2L58uX477//sGXLFoSHh2Pt2rWIjIzEE088YY9DiA6K2BOE5+Hl5YWmTZtCpVLZvC+1Wo0DBw6ge/fuVeY1dHlQncVRZ0Cc9RZjnQHr661QKDw6Ug9U3Lq+dOlSrFq1yi7WdZuF/datWzF06FC8+uqrSE5O5l4x5OfnY86cOUhISLD1EKKEIvYE4ZlIpVK7jDwrk8mg0Wjg4+MjGhFAdRZHnQFx1luMdQbEW2+g4tZ1Hx8fu1nXbTZ5ffbZZ1i2bBl++OEHwQXr2rUrTp8+bevuRQtF7AmCIAiCIOzDgQMHMGjQINStWxcSiQQ7duywuP62bdvQr18/hISEICgoCF26dMHu3bttKsPBgwfx2muvoUuXLkhPTwcArF27FocOHbJpv3xsFvZXrlxB9+7djeYHBQUhNzfX1t2LFhp5liAIgiAIwj4UFhaiXbt2+O677yq0/oEDB9CvXz8kJCTg1KlT6NWrFwYNGoTk5GSrjr9161b0798fvr6+Jh0u9sJmK05YWBiuXbuGiIgIwfxDhw6hUaNGtu5etJAVhyAIgiAIwj4MGDAAAwYMqPD6ixYtEkzPmTMHv/76K37//XdER0dX+visw2XYsGHYuHEjN79r166YNWtWpfdnDpsj9mPGjME777yDY8eOQSKR4M6dO1i/fj0mT55MqS5tgKw4BEEQBEEQlsnPz0deXh73x08naU90Oh3y8/Otzj3vLIeLzRH7KVOm4OHDh+jVqxdKSkrQvXt3eHt7Y/LkyZgwYYI9yihKKGJPEARBEARhmaioKMH0p59+ihkzZtj9OAsWLEBhYSFefPFFq7Z3lsPFZmGflpaG2bNn4+OPP0ZKSgp0Oh2ioqLg7++PtLQ0NGjQwB7lFB0UsScIgiAIgrBMSkoKwsPDuWlvb2+7H2PDhg2YMWMGfv31V9SuXduqfbAOl1WrVnEOl6NHj2Ly5MmYPn263cpqs7CPjIxERkYGateujY4dO3Lzs7OzERkZSR0/rYSEPUEQBEEQhGUCAwMRFBTksP1v2rQJI0eOxObNm9G3b1+r9+Msh4vNwp5vGeFTUFBgl1zOYoWsOARBEARBEK5jw4YNeOONN7BhwwY89dRTNu/v888/N3K4BAQE2KGkZVgt7OPi4gDoh1GfPn06/Pz8uGVarRbHjh1D+/btrS7Y0qVLsXTpUty4cQMA0KpVK0yfPt1ij+b9+/cjLi4OFy9eRN26dTFlyhSMHTvW6jK4EorYEwRBEARB2IeCggJcu3aNm05NTcWZM2cQHByMBg0aYOrUqUhPT8eaNWsA6EX9sGHD8M0336Bz5864e/cuAMDX1xfVqlWr9PHT0tJQv359+Pn5CRwu7DJ7WdetFvZsHk+GYXD+/Hl4eXlxy7y8vNCuXTtMnjzZ6oLVq1cPX3zxBZo0aQIA+OmnnzB48GAkJyejVatWRuunpqYiNjYWo0ePxrp163D48GGMGzcOISEheP75560uh6ugiD1BEARBEIR9OHnyJHr16sVNswHq4cOHIz4+HhkZGUhLS+OWL1++HBqNBuPHj8f48eO5+ez6lYVvXedjb+u61cJ+3759AIARI0bgm2++sbu/adCgQYLpzz//HEuXLsU///xjUtgvW7YMDRo04PKOtmzZEidPnsT8+fM9UthTxJ4gCIIgCMI+9OzZ06x9HICRWE9KSrLr8RmGgUQiMZpvb+u6zR771atX26McFtFqtdi8eTMKCwvRpUsXk+scPXoUMTExgnn9+/fHypUroVaroVAoTG6nVCoFOU/z8/MBABqNBmq12k41qDwqlYr7rFQqLZaFXebK8jobMdYZEGe9xVhnQJz1pjqLBzHWW4x1BhxXb41GY9f9OQq+df2TTz6xu3XdEJuFfXmjZdmSwuf8+fPo0qULSkpKEBAQgO3btxvlK2W5e/cu6tSpI5hXp04daDQaZGVlISwszOR2c+fOxcyZM43m7927F7Vq1bK67LZy5swZ7vPp06cRGBhY7jaJiYkOLJF7IsY6A+KstxjrDIiz3lRn8SDGeouxzoD9652VlWXX/TkKR1vXDbFZ2G/fvl0wrVarkZqaCrlcjsaNG9sk7Js3b44zZ84gNzcXW7duxfDhw7F//36z4t7wFQf7ysXUqw+WqVOncq0pAEhPT0dUVBT69OkjyIvqbOTyskvTtm1bxMbGml1XrVYjMTER/fr1M/tmoqohxjoD4qy3GOsMiLPeVGdx1BkQZ73FWGfAcfVOT0+3274cCd+6vnjx4goFam3BZmHPtkT45OXl4fXXX8ezzz5r0769vLy4zrMdO3bEiRMn8M0332D58uVG64aGhnI9llkyMzMhl8tRs2ZNs8fw9vYWDGaQl5cHQC+sXfnDk8lk3GepVFqhsigUClHdLABx1hkQZ73FWGdAnPWmOosHMdZbjHUG7F9vfgDUE4iIiMDXX39tdrm9BqlyyFkJCgrCrFmzMHDgQAwdOtRu+2UYRuCH59OlSxf8/vvvgnl79uxBx44dPfIHRJ1nCYIgCIKwhUvbt+PA7Nl4/uefUatFC1cXR9Ts2LFDMG1PhwsfhzV3cnNz8fDhQ6u3/+ijjzBgwADUr18f+fn52LhxI5KSkrBr1y4AMMo3OnbsWHz33XeIi4vD6NGjcfToUaxcuRIbNmywS32cDQl7giAIgiBs4ZfnngMAbB86FKNPnHBxacSNIx0ufGwW9osXLxZMMwyDjIwMrF27Fk8++aTV+7137x6GDh2KjIwMVKtWDW3btsWuXbvQr18/ADDKNxoZGYmEhARMmjQJ33//PerWrYvFixd7ZKpLgPLYEwRBEARhH0psCLQSjsMRDhebhb2hX0gqlSIkJATDhw/H1KlTrd7vypUrLS43NThAjx49cPr0aauP6U5QxJ4gCIIgCHtgKYkI4VpsdbgYYrOwT01NtUc5CANI2BMEQRAEQVQNHOVwMcSzuhSLCLLiEARBEARBVA0c5XAxxC7Cfu/evdi7dy8yMzONROiqVavscQjRwT+PWq3WhSUhCIIgCMKjISuOy3GWw8VmYT9z5kzMmjULHTt2RFhYGPm47ARF7AmCIAiCsAekzcSDzcJ+2bJliI+Pt2u+eoI89gRBEARB2AkS9m6BMxwuNgt7lUqFrl272qMsBA8S9gRBEARB2AOK2LseZzlcbBb2o0aNws8//4xPPvnEHuUhSiErDkEQBEEQdoGEvctxlsPFZmFfUlKCFStW4K+//kLbtm2hUCgEyxcuXGjrIUQJRewJgiAIgrAHFLF3Pc5yuNgs7M+dO4f27dsDAC5cuCBYRl8k66GIPUEQBEEQRNXAWQ4Xm4X9vn377FEOwgCK2FvH3bN3USOyBryDvF1dFIIgCIJwDyjQ6nKc5XChAarcFBL2lef63utY23ctguoFYdKtSa4uDkEQBEG4BeSgcD3OcrhYJezj4uIwe/Zs+Pv7Iy4uzuK65LG3DrLiVJ6ULSkAgLzbeS4uCUEQBEEQRBnOcrhYJeyTk5OhVqu5z+agFqL10MizlYe+bwRBEARhAno+igarhD2/1UEee8dAEXuCIAiCIOwBBb5cgyscLnbx2JeUlODcuXNGI2lJJBIMGjTIHocQHeSxJwiCIAiC8Fxc4XCxWdjv2rULQ4cORXZ2ttEyiURCNhIrIWFPEARBEIRdoIi9S3CFw0Vq6w4mTJiAF198ERkZGdDpdII/EvXWQ1YcgiAIgiDsAVlxxIPNwj4zMxNxcXGoU6eOPcpDlEIReyug+xZBEARBGEPCHgcOHMCgQYNQt25dSCQS7Nixo9xt9u/fjw4dOsDHxweNGjXCsmXLbCpDSUkJjh8/jp07d+K3334T/NkLm604//vf/5CUlITGjRvbozxEKRSxJwiCIAjCHlDEHigsLES7du0wYsQIPP/88+Wun5qaitjYWIwePRrr1q3D4cOHMW7cOISEhFRoe0N27dqFYcOGISsry2iZPa3rNgv77777Di+88AIOHjyINm3aGI2kNXHiRFsPIUooYk8QBEEQhF2owsI+Pz8feXll49d4e3vD29t49PkBAwZgwIABFd7vsmXL0KBBAyxatAgA0LJlS5w8eRLz58+3SthPmDABL7zwAqZPn+5Ql4vNwv7nn3/G7t274evri6SkJEGrUCKRkLC3EhL2BEEQBEEQlomKihJMf/rpp5gxY4bN+z169ChiYmIE8/r374+VK1dCrVYbBbLLw1nWdZuF/bRp0zBr1ix8+OGHkEpttuwTpZAVp/LQq0aCIAiCMKYqPx9TUlIQHh7OTZuK1lvD3bt3jUR4nTp1oNFokJWVhbCwsErtz1nWdZuFvUqlwksvvUSi3s7QyLMEQRAEQRCWCQwMRFBQkEP2bdggYoOu1jSUnGVdt1nYDx8+HJs2bcJHH31kj/JwzJ07F9u2bcPly5fh6+uLrl274ssvv0Tz5s3NbpOUlIRevXoZzb906RJatGhh1/I5kn379uH999/npiliTxAEQRCE1VThiL2jCA0Nxd27dwXzMjMzIZfLUbNmzUrvz1nWdZuFvVarxVdffYXdu3ejbdu2Ri0Qa4fI3b9/P8aPH49HH30UGo0GH3/8MWJiYpCSkgJ/f3+L2165ckXQegsJCbGqDK6id+/egmkS9gRBEARBWEtVtuI4ii5duuD3338XzNuzZw86duxYaX894Dzrus3C/vz584iOjgYAXLhwQbDMli/Srl27BNOrV69G7dq1cerUKXTv3t3itrVr10b16tWtPra7QcKeIAiCIAirIWGPgoICXLt2jZtOTU3FmTNnEBwcjAYNGmDq1KlIT0/HmjVrAABjx47Fd999h7i4OIwePRpHjx7FypUrsWHDBquO7yzrus3C3llD5D58+BAAEBwcXO660dHRKCkpQVRUFKZNm2bSnsOiVCqhVCq56fz8fACARqOBWq22sdT2obyysMvcpbzOwFSddYzOaHlVg661eBBjvanO4kGM9XZlnRmGcdm5dlS9NRpNpdY/efKkQA/GxcUB0FvK4+PjkZGRgbS0NG55ZGQkEhISMGnSJHz//feoW7cuFi9ebFWqS/Y4jrCuGyJh+OlXKsFHH32EZ555Bp06dbJ3mYxgGAaDBw/GgwcPcPDgQbPrXblyBQcOHECHDh2gVCqxdu1aLFu2DElJSWaj/DNmzMDMmTON5v/444+oVauW3epQGZ555hnBdK9evfDOO++4pCyexO0Vt5GVoB/4od32dvTqkSAIghA1Z0r1hH+LFmj6xReuLYydycrKwqhRo3Dr1i3Uq1fP1cUpl4kTJ2LNmjVo166dXa3rhlgdsc/IyMDAgQMhk8kwaNAgDB48GH379rVbmiE+EyZMwLlz53Do0CGL6zVv3lzQubZLly64desW5s+fb1bYT506lWu1AUB6ejqioqLQp08fQfokVxIWFobY2Fizy9VqNRITE9GvXz+rfF+eiKk6796zG1nQC/sB/QdAKq96mZroWoujzoA46011FkedAXHW29l1ZnQ6nCn9XCM42KKOcCSOqnd6errd9uUMHGVdN8RqYb969WowDINDhw7h999/x3vvvYf09HT069cPTz/9NAYOHGiXiPfbb7+N3377DQcOHLCqRda5c2esW7fO7HLDEcrY0cvkcrlb3WwqUhaFQuFWZXYG/DrzfWsyqQxyhc1OM7dF7NdaTIix3lRn8SDGejurzlqe9UUqlbr8PNu73nK5ZzzjWYeLs6zrNoU0JRIJunXrhq+++gqXL1/G8ePH0blzZ/zwww8IDw9H9+7dMX/+fKtaVQzDYMKECdi2bRv+/vtvREZGWlXG5OTkSg8i4G5Q59mKwW/xMlqrHGYEQRAEUSVg+NqBrKkug3W4hIWF4c0330RCQoKgb6e9sWtzp2XLlmjZsiWmTJmC+/fv47fffsNvv/0GAJg8eXKl9jV+/Hj8/PPP+PXXXxEYGMjlEq1WrRp8fX0BwKgH86JFixAREYFWrVpBpVJh3bp12Lp1K7Zu3WrHWjofEvaVR6ehc0YQBEGIF4Y3uCX1OXMdhg6XuLg4hzhcWBz2HiMkJAQjR47EyJEjrdp+6dKlAICePXsK5q9evRqvv/46ABj1YFapVJg8eTLS09Ph6+uLVq1a4Y8//nCZr8xe0MizlUenJWFPEARBiBcdaQe3gXW4sC6XS5cu4ffff8cPP/yAMWPG4LHHHsPTTz+NV155xeb+nZUW9sXFxcjJyTE68MWLF9GqVSubCsOnIsl64uPjBdNTpkzBlClT7FYGd4Ei9pWHrDgEQRCEmGFI2Lst9nS4GFIpj/2WLVvQrFkzxMbGom3btjh27Bi3bOjQoTYVhDAPCfuKwW8MUsSeIAiCEDOCiD1ZcdwW1uHy66+/2izqgUoK+88++wynT5/G2bNnsWrVKrzxxhv4+eefAVQswk5YBwn7isGP0lPEniAIghAz/M6z5LF3PsXFxSaTx1y8eNGhx62UsFer1QgJCQEAdOzYEQcOHMDy5csxa9Ys+tI4EBL2FYMfpafOswRBEISY4VtxKPjqXFzpcKmUsK9duzbOnTvHTdesWROJiYm4dOmSYD5hX0jYVwx+lJ6sOARBEISY4VtxGNIRTsWVDpdKdZ5du3at0YAAXl5e2LBhAyZMmGDXghFlkLCvGPwoPVlxCIIgCDHDkLB3GaYcLs899xyuXbvmcIdLpYS9uZFfS0pKoFAosHPnTiMR+vTTT1tfOgIACfuKQhF7giAIgtBDEXvXwTpc2rZtC6DM4TJ8+HCHO1xszmO/a9cuDB06FNnZ2UbLJBIJ5WC3AyTsKwZfzFPEniAIghAzFLF3Ha50uFTKY2+KCRMm4MUXX0RGRgZ0Op3gj0S9fSBhXzEEEXvqPEsQBEGIGL6YJ2HvXOrVq4fQ0FCTyx5//HGHHtvmiH1mZibi4uJQp04de5SHMAE1kCqGICsOWXEIgiAIEUNWHNcTFxeH2bNnw9/fH3FxcRbXXbhwoV2OabOw/9///oekpCQ0btzYHuUhTEAR+4pBeewJgiAIQo/AikMBQpeQnJwMtVrNfTaHPTvU2izsv/vuO7zwwgs4ePAg2rRpA4VCIVg+ceJEWw8hekjYVwyK2BMEQRCEHorYu559+/aZ/OxIbBb2P//8M3bv3g1fX18kJSUJWh0SiYSEvR0gYV8xKGJPEEJ0OkBqc08qgiA8Eeo8636UlJTg3LlzyMzMFGg7iUSCQYMG2eUYNgv7adOmYdasWfjwww8hpSeIQyBhXzFo5FmCKKOwEGjbFujcGVi/3tWlIQjC2VDE3r1wVhZJm5W4SqXCSy+9RKLegZCwrxiUx54gyti+Hbh+HSgd7JAgCJFBWXHcC2dlkbRZjQ8fPhybNm2yR1kIM5CwrxiUx54gyigudnUJCIJwJWTFcS+clUXSZiuOVqvFV199hd27d6Nt27ZGnWftlb5HzJCwrxgUsSeIMkpKXF0CgiBcCVlx3AtnZZG0WdifP38e0dHRAIALFy7YXCDCGBL2FYMi9gRRhlLp6hIQBOFK+BH7nGvXcGnbNrR87jkXlkjcOCuLpM3C3lnpe8QMCfuKQSPPEkQZFLEnCHGjM/Bt//L885hw9SpqNm3qohKJG2dlkbTZY79u3Tqzy95//31bd0+ARp6tKJTHniDK4HvsGXqBRRCiw9SgVHm3brmgJO7FkiVLEBkZCR8fH3To0AEHDx60uP769evRrl07+Pn5ISwsDCNGjDCZ2aY82CySDx8+xI0bN5Camsr9Xb9+3drqGGGzsJ8wYQJ27txpNH/SpEkWRT9hGsbEE5gi9hWD8tgTRBn8iD3FBghCfJjy1UtkMheUxH3YtGkT3n33XXz88cdITk5Gt27dMGDAAKSlpZlc/9ChQxg2bBhGjhyJixcvYvPmzThx4gRGjRpV6WM7K4ukzXvfuHEjXnvtNRw4cICb9/bbb+OXX34hm44VmIrOk7CvGBSxJ4gy+MJeo3FdOQiCcA2GVhwAkIg8NfnChQsxcuRIjBo1Ci1btsSiRYtQv359LF261OT6//zzDyIiIjBx4kRERkbiiSeewJgxY3Dy5MlKH9tZWSRt9tg/+eSTWLZsGZ555hns2bMHq1atwq+//op9+/ahWbNm9iijqDAl4knYVwyK2BNEGSTsCULcmLLiVEVhn5+fj7y8PG7a29sb3t7eRuupVCqcOnUKH374oWB+TEwMjhw5YnLfXbt2xccff4yEhAQMGDAAmZmZ2LJlC5566qlKl9NZWSRtFvYA8PLLL+PBgwd44oknEBISgv3796NJkyb22LXoIGFvPTTyLEGUQcKeIMSNWCL2UVFRgulPP/0UM2bMMFovKysLWq3WKI98nTp1cPfuXZP77tq1K9avX4+XXnoJJSUl0Gg0ePrpp/Htt99WupyWskjyO9LailXCPi4uzuT82rVrIzo6GkuWLOHmWdsCmTt3LrZt24bLly/D19cXXbt2xZdffonmzZtb3G7//v2Ii4vDxYsXUbduXUyZMgVjx461qgyugKw41kN57AmiDBL2BCFuxBKxT0lJQXh4ODdtKlrPx1BEMwxjVlinpKRg4sSJmD59Ovr374+MjAy8//77GDt2LFauXFmpcjrLnm6VsE9OTjY5v3HjxsjLy+OW29IC2b9/P8aPH49HH30UGo0GH3/8MWJiYpCSkgJ/f3+T26SmpiI2NhajR4/GunXrcPjwYYwbNw4hISF4/vnnrS6LM6GIvfVQHnuCKKOoqOwzCXuCEB9iidgHBgYiKCio3PVq1aoFmUxmFJ3PzMw0Oxrs3Llz8fjjj3NZHtu2bQt/f39069YNn332GcLCwmyvgJ2xStg7o9Wxa9cuwfTq1atRu3ZtnDp1Ct27dze5zbJly9CgQQMsWrQIANCyZUucPHkS8+fP92hhf+vWLdy+fRv16tVzQYk8B4rYE0QZBQVln0nYE4T4oNFmhXh5eaFDhw5ITEzEs88+y81PTEzE4MGDTW5TVFQEuVwolWWlmYVMZTE0JC0tDQ0aNKhwGdPT0wVvH6zBLh57Z/Dw4UMAQHBwsNl1jh49ipiYGMG8/v37Y+XKlVCr1UYdFQBAqVRCyRuiMT8/HwCg0WigVqvtUfRKoTQzXOT48eOxZcsWk8vYcrqivK7CVJ35Yl6jcs31czR0rcWDrfXOz5cD0L81LS5WwxNOnxivtRjrDIiz3s6us8aEntCo1U4/546qt8aKiEVcXByGDh2Kjh07okuXLlixYgXS0tI4y/bUqVORnp6ONWvWAAAGDRqE0aNHY+nSpZwV591330WnTp1Qt27dco/36KOP4umnn8bo0aPRqVMnk+s8fPgQv/zyC7755huMGTMGb7/9dqXrxccqYe/sFgjDMIiLi8MTTzyB1q1bm13v7t27JjtFaDQaZGVlmXxlMnfuXMycOdNo/t69e1GrVi2ry2wt/J7dfK5du4aEhASL2yYmJjqiSG4Nv87FhWUj8lw4dwH3Eu65okhOQezXWkxYW+/MzD4AAgAAe/fuR1hYoR1L5VjEeK3FWGdAnPV2Vp1zTNimDx88CP/7951yfEPsXe+srKxKb/PSSy8hOzsbs2bNQkZGBlq3bo2EhAQ0bNgQAJCRkSHIaf/6668jPz8f3333Hd577z1Ur14dvXv3xpdfflmh4126dAlz5szBk08+CYVCgY4dO6Ju3brw8fHBgwcPkJKSgosXL6Jjx46YN28eBgwYUOk6GSJhKvIuwYA6deo4tQUyfvx4/PHHHzh06JBFO0qzZs0wYsQITJ06lZt3+PBhPPHEE8jIyEBoaKjRNoYR+/T0dERFRSE1NdXm1yHWkJmZKahjbGwsEhIS0LVrVyQlJZncRq1WIzExEf369TP5VqIqYqrO39T/BoX39OKl77y+6PSO6e+mJ0PXWhx1Bmyvd4MGcty9q4/YnzunRosW9i6h/RHjtRZjnQFx1tvZdT4bH48/3nxTMG9oUhLqd+3q8GPzcVS909PTERkZiVu3brm9VbmkpAQJCQk4ePAgbty4geLiYtSqVQvR0dHo37+/xaB1ZbEqYu/MFsjbb7+N3377DQcOHCj3woWGhprsFCGXy1GzZk2T2xjmO2Uj5nK53CU3G5nBqHD8MpRXHoVCIZobJAu/znyPvQSSKn0uxH6txYS19eZ77CUSBTzp1InxWouxzoA46+2sOptKXyKTSl12vu1db0Pvuzvj4+OD5557Ds8995zDj2VV9+jg4GDMnz8fd+7cwdKlS9GsWTNkZWXh33//BQC8+uqrOHXqFA4fPmy1qGcYBhMmTMC2bdvw999/IzIystxtunTpYvSqZ8+ePejYsaPH3DgM012yX1zKjFM+NPIsQejR6YBCnvOGOs8ShLh4mJaGnQbResB0CkyiamFTc8eRLZDx48fj559/xq+//orAwEAuEl+tWjX4+voCMO7kMHbsWHz33XeIi4vD6NGjcfToUaxcuRIbNmywe/kchaGAZyP4JOzLR5AVhwaoIkSMUgnwTZYk7AlCXOyfNcvkfMqUU/Vx24SmS5cuxcOHD9GzZ0+EhYVxf5s2beLWMezkEBkZiYSEBCQlJaF9+/aYPXs2Fi9e7DGpLgHzwt6KrhCig/LYE4QelUo4TcKeIAiAhL0YcFuDUkWEbHx8vNG8Hj164PTp0w4okXMwtOJQxL7iUB57gtBDwp4gxI1fSIjJ+STsqz5uG7EXKxSxtx6K2BOEHo8T9toS4M4uQFtc/roEQZSLf+3aJuebGo2WqFqQsHczDIU9dZ6tOBSxJwg9HifsT7wFJA2A7PREV5eEIKoECj8/k/MpYu9aDh48iNdeew1dunRBeno6AGDt2rU4dOiQ3Y5Bwt7NoM6z1sEwDBgddZ4lCMADhf31eACA9MZPri0HQVQVzLzlJ2HvOrZu3Yr+/fvD19cXycnJ3BhK+fn5mDNnjt2OYxdh74wWiFgw57EnK45l+KIeICsOIW48TtgTBGFXzAl4SnfpOj777DMsW7YMP/zwgyAFe9euXe3aN9RmYe+sFohYoIi9dRgKebLiEGKGhD1BiBuzwp60hMu4cuUKunfvbjQ/KCgIubm5djuOzcLeWS0QsUCdZ63DUMhTxJ4QM54q7BmJ2yZqIwiPgoS9+xEWFoZr164ZzT906BAaNWpkt+PYLOyd1QIRCzTyrHVQxJ4gyvBUYQ+pt6tLQBBVAnMCnrLiuI4xY8bgnXfewbFjxyCRSHDnzh2sX78ekydPxrhx4+x2HJvDI2wLJCIiQjDf3i0QsUBWHOswFPLUeZYQMx4r7GUk7AnCHrDCvm7Hjrhz8qTRfML5TJkyBQ8fPkSvXr1QUlKC7t27w9vbG5MnT8aECRPsdhybI/bOaoGIBbLiWIdhxJ6sOISY8VhhL/VxdQkIokrACvhaLVqYnE84n7S0NMyePRtZWVk4fvw4/vnnH9y/fx+zZs1CWlqa3Y5jc8TeWS0QsWAo7CUSicn5hBDy2BNEGR4r7CliTwDIvJgJ/9r+yE3NRWh0KGQKmauLZMTZs2fRsGFDVK9e3dVFMQkr4CUymcn5hPOJjIxERkYGateujY4dO3Lzs7OzERkZaWTFthabhT3bAvn444+RkpICnU6HqKgo+Pv7Iy0tDQ0aNLBHOUWDuQtLEXvLGHnsyYpDiBiPFfZSb4B+uqLm3vl7WNZ2GTcdPSoaT//wtAtLZMyxY8fQuXNn1KtXD7du3XJ1cUzCeumNhD157F2GOR1XUFAAHx/7va20Wdg7qwUiFsxF5ilibxny2BNEGR4l7Bneb1VGwl7sXE+8LphO/jHZ7YR9UlISAOD27dvQ6XSQSt1vrE8uYm9QNorYO5+4uDgAegfG9OnT4ccbFVir1eLYsWNo37693Y5ns7B3VgtELJCwtw7DiL1WTQ1KQrx4lLDXFHEfGcqKI3o84e1006ZNuc///fefYNpdYAW8lKw4Lic5ORmA/rt9/vx5eHl5ccu8vLzQrl07TJ482W7Hs1rYO7sFIhbIimMdhhF7rYqEPSFePEvYF5R9lirMr0cQbgI/Qn/mzBm3FvaGEXtKd+l89u3bBwAYMWIEvvnmGwQFBTn0eFYLe2e3QMQCReytw8hjr6bzRYgXjxX2OncuKOEU7BDD0ul0eOutt9C2bVuMHz/e9h2a2D/Liy++iCtXrqBZs2Z2P44tkBXH/Vi9erVTjmO1sHd2C0QsmBPwFLG3jFHEnqw4hIjxWGHPuHNBCWdgj2fdnj17sGLFCgBwuLAHgI0bN2L69Ol2P44tkLB3X1JSUpCWlgaVwY366aft05fEZo+9s1ogYoEi9tZhaL0hKw4hZjxK2KvLhL1Ep3ZhQQi3wA4xrOzsbNt3YgHD57Fa7X7fW7PCnqw4LuP69et49tlncf78eUgkEq4Ry6Y1d5t0lyyOboGIBXMXloS9ZQytN2TFIcSMRwl7QcTe/QQS4VzsEbHXOPgLb/g8dsfsfxSxdz/eeecdREZG4q+//kKjRo1w/PhxZGdn47333sP8+fPtdhybhb2zWiBigaw41mFovXFLK879+4BMBgQHV2qz//77DxEREdwoxARRHh4r7MljL2qU+UoUZBSUv2I5OErYq4vVKLpfZPQ8dkedQ8Le/Th69Cj+/vtvhISEQCqVQiqV4oknnsDcuXMxceJEru+qrdicfJVtgdy7dw9+fn64ePEiDhw4gI4dO3K5XomKQ1Yc63B7K05REVC7NlCzJlCJaxkfH48mTZpgxIgRDiwcUdXwWGFPHntRM7/OfBz75pjN+3GUsP/xsR+xqOEiFKcVC+aTsPcslixZgsjISPj4+KBDhw44ePCgxfWVSiU+/vhjNGzYEN7e3mjcuDFWrVpV6eNqtVoEBAQAAGrVqoU7d+4AABo2bIgrV65UviJmsDli76wWiFigdJfW4fZWHP6PVqUCKjjGA9sha+3atVizZo0jSkZUQTxK2GuVZZ91GjuEmwhPRVNsny+qo4R95vlMAED+oXzBfE8S9mJPd7lp0ya8++67WLJkCR5//HEsX74cAwYMQEpKCho0aGBymxdffBH37t3DypUr0aRJE2RmZlr1HWvdujXOnTuHRo0a4bHHHsNXX30FLy8vrFixAo0aNbK1ahw2C3tTLZDmzZvbvQUiFihibx1ub8XJySn7XAlhX1xcXP5KBGEAK+ylUv0LIrcW9vwOs+SxJ+yAozuzavKEPyi3FPalZaKIvZCFCxdi5MiRGDVqFABg0aJF2L17N5YuXYq5c+carb9r1y7s378f169fR3CpjTYiIsKqY0+bNg1FRfoB+T777DMMHDgQ3bp1Q82aNbFp0ybrKmQCm2MjbAsEANcCOXz4MGbNmmXXFohYIGFvHaz1RiqXCqbdBn6WBsNwqgXYmwBBVAb2K8aOG+jWwp4v5ikrDmEHHN15VpsvfL644/NZTFac/Px85OXlcX9KpdLkeiqVCqdOnUJMTIxgfkxMDI4cOWJym99++w0dO3bEV199hfDwcDRr1gyTJ0+udNBNrVbjiy++QKtWrQAAjRo1QkpKCrKyspCZmYnevXtXan+WsFnYT5s2jbOJfPbZZ7h58ya6deuGhIQELF682KZ9HzhwAIMGDULdunUhkUiwY8cOi+snJSVBIpEY/V2+fNmmcjgT6jxrHaz1RuGvEEy7DZmZZZ8rIewpYk9Yg0cJe0HE3p0LSngKfGHviGentsDgDbE7RuxZYW+QdKEqpruMiopCtWrVuD9TkXcAyMrKglarRZ06dQTz69Spg7t375rc5vr16zh06BAuXLiA7du3Y9GiRdiyZUulx0dQKBS4cOECl1iGJTg42GierdhkxWFbIMuXLwdQ1gLJyclBjRo1bC5sYWEh2rVrhxEjRuD555+v8HZXrlwRDJgVEhJiUzmcieEN4rHHHgPgnhEBd4K13ij8FFA+VLqfFScjo+xzJYQ9NegIa/BYYU8Re8IO8K04Wq0WcrndMnsDAHT5lO7SnUhJSUF4eDg37e3tbXF9Q23KMIxZvarT6SCRSLB+/XpUq1YNgN7O87///Q/ff/89fH19K1zOYcOGYeXKlfjiiy8qvI012PRtt9QCsQcDBgzAgAEDKr1d7dq1Ub16dbuUwdmwAj4qKgorV65EaGgoABJ45cFab7z8vQTTbgM/GlAJYU8Q1uCxwp4i9oQd4EfsHREU86iIvQiEfWBgoCCYa45atWpBJpMZReczMzONovgsYWFhCA8P50Q9ALRs2RIMw+D27dto2rRphcupUqnw448/IjExER07doS/v79g+cKFCyu8L0vY3Ix1VgukMkRHR6OkpARRUVGYNm0aevXqZXZdpVIp8GPl5+t7u2s0GpeMJscO8NWgQQN06NABaWlpAPQ3J3PlYee74+h3jsKwzuoS/f9yP/1XWqc2f75cgSwjg/O9qQsLASvKplar6VqLCFvqrVTKAEjh66sDIIVKpYPa3d5ilSLVKsGZBXTiu9b0/S6/3pU9N/xneklJid2tDkyBMNDGvzdbwpnXWlvauDEMCmpUKqd/1xxV78r2pfDy8kKHDh2QmJiIZ599lpufmJiIwYMHm9zm8ccfx+bNm1FQUMAlirl69SqkUinq1atXqeNfuHABjzzyCLcPPvb8jtos7J3VAqkIYWFhWLFiBTp06AClUom1a9eiT58+SEpKQvfu3U1uM3fuXMycOdNo/t69e1GrVi1HF9mIM2fOANB7wRISEnD//n0A+i9wQkKCxW0TExMdXTy3g61zVnIWAKBAqc+JrVVp8ccff9j9hm4tPa5cQfXSz4f37cPD0gabJQoLCwXT/Osv5mstNqyp9507XQGEoKQkB0At3L59FwkJJ+xeNnsQpboCNuYlAQMwOlFeazHWGSirt6W30uU9+wzhZ+RLSEiolF3CGtLS0ipVRmdc67SbNwEAV//9VzD/2rVrKKrk+bQX9q53VlZWpbeJi4vD0KFD0bFjR3Tp0gUrVqxAWloaxo4dCwCYOnUq0tPTufTSQ4YMwezZszFixAjMnDkTWVlZeP/99/HGG29U+nu1b9++SpfXGmwW9s5qgVSE5s2bo3nz5tx0ly5dcOvWLcyfP9+ssJ86dSri4uK46fT0dERFRaFPnz4Cz5azYF8R1alTB7GxsUhPTwegP5exsbEmt1Gr1UhMTES/fv2gUCicVlZXYljnE6kncBu3Ubtebdy4cgMAMKD/AC5LjquRjxvHfX6iUycwpX0nzFFQUICaNWty0+z1p2stjjoDttV73jx9DLxevWBcvAjUqhVq9v7haqRn9gE87SGFFn369RfNtabvt77eOo0OZ3HW5LqV/e7yBVS/fv0qZNOoCGdwhvvsDW8ooX8zEBYWVqEyOvNa79y+HTkAWrRsCV4PLzSKiEBvJ98LHFVvVh9VhpdeegnZ2dmYNWsWMjIy0Lp1ayQkJKBhw4YAgIyMDM4pAQABAQFITEzE22+/jY4dO6JmzZp48cUX8dlnn9mtHvbGZmHvrBaItXTu3Bnr1q0zu9zb21vQ0SIvLw8AIJfLXXKTZRtDCoUCCoUCXl56z7hOpyu3POw2YoKts0SnP2/eAWXXUgqp+5wPXtpKuU4HlFOuq1evCiJYfn5+grqI+VqLDWvqzb7x9vfXN2x1OikUCvdo5BohEVqEJNCI8lqLsc5AWb21jHmrWGXPC//eKZXa5zlg+EZBAQUn7BmGqdQxnHGt2bCqzOA4EonEZd8ze9fb2k7R48aNwzhesI1PfHy80bwWLVp41Bs1N73T24/k5GSEhYW5uhgVhu2EIy3t8ML+T51nLcPPisPNc6cOtHwvYAU6zxp2/nb0q2SiauGxnWcBSOBGv1vCaei09uvUyfde26tjK6MVPoNlZT1DPKvzrBuWlbAv9s0BZWcKCgpw7do1bjo1NRVnzpxBcHAwGjRoYOSFWrRoESIiItCqVSuoVCqsW7cOW7duxdatW11VhUrD9uA3FPaU7tIyrIhn89gDbpbLnn8zrYCwN2zI+bEKjSAqgCcLeykJe1HC6OwXvFLx7rH2enbqNML9SHlxUY8S9qQlqjxuLexPnjwpyGjDeuGHDx+O+Ph4Iy+USqXC5MmTkZ6eDl9fX7Rq1Qp//PGH23pLDcnKysJ7770HAJCVDirB76dgKdeq2GFFvNxbDolUAkbHuFcu+0oKe8MHBUXsicrgUcLeIMWlxIIlg6i6GEbEbYGfFcdeottQ2Lt9xL60TCTsxYdbC/uePXtatKAYeqGmTJmCKVOmOLhUjmPcuHHcDckwYg+QsLcEK+JlXjLIvGTQlGg82opDwp6wBVbXsMLerTMpUsSegOWIfWWffc4Q9p4asde5YVkJ++LWwl5snDhRlo6OFfT8m5lOpxMIfaIMVsRLFVJIFVKgxI2sOAwD8KMkFRD2hq+PqUFHVIaSEv3/bDIQTxL2Erjz6wXCUVjy2DNaBhK5dcLekVYcqVQKnU7nllZZVthLZTK8k5qKTc89h7vJyRSxdzF79+7F3r17kZmZafS9WbVqlV2OQSrRjWAz4ADmI/aEaVgRL1PIIFPoX5G6jRXHMEJiRcTeHSNChPtiKOzderBjxjBiT8JDjFiy4lT2Xu4sKw6b4cUd78/8iH31iAi0KB2QiYS965g5cyZiYmKwd+9eZGVl4cGDB4I/e2GXiL0zWiBigC/sWY89X9i7Y1TAXTC04gBulBXHCmFveK3p2hOVwaOEPUXsCVi24ujUOqASbkRHCHvDxoUUUsjlciiVSrcX9oA+cg9QVhxXsmzZMsTHx2Po0KEOPY7Nwn7mzJmYNWsWOnbsiLCwMLIM2ICpiL2hFYcwjZEVB25kxTHsuUgRe8KBaLVl1huPFPbUeVaUWLLi2BKxd5QVx5Mi9vz/KWLvOlQqFbp27erw49gs7J3VAhEDZMWxnqpmxaGIPWEtPE3jGcLeICsOdZ4VJ+VG7CuBszrPkrAnKsOoUaPw888/45NPPnHocWwW9s5qgYgBU1YcithXDE7YVxErDkXsCWthbTiAhwh7GqCKgGWPvaGoLg9+Hnvy2JOwdyVsmnZAr+FWrFiBv/76C23btjUahXfhwoV2OabNwt5ZLRAxQBF766lqVhyK2BPWwgp7maws3aUnCXuK2IsTSxF7d7Ti8CP27nh/NhL25LF3CcnJyYLp9u3bAwAuXLggmG9PG7tVwt4VLRAxwBf2bASAOs9WDK7zbBWx4lDEnrAWVtj7+ADsLcWThD11nhUnljz2ZMWpPBSxdw/27dvHfU5LS0O9evWM0pYzDINbt27Z7ZhWCXtXtEDEAF/YFxcXAyArTkVxaysORewJJ+Jxwp4x7DxL33Ux4qiIvSOtOIycsesx7AkJe/cjMjISGRkZqF27tmB+Tk4OIiMj7fY9skrYu6IFIjaKiooAkBWnori1FYci9oQTMSXs1Wr9OGluGWsxsuJQxF6MWPTY2xCxd4YVxx3vz+wIs4bpLmnkWddhTsMVFBTAx8fHbsex2WPvrBaIGOB3+GGFPUXsK4ZbW3FsSHcpl8uh0Wjo2hMVxpSwB/Tinj/tNugoKw5RTlacSnaedVbEnlVQ7qhzKGLvPrD2dYlEgunTp8OP7fwE/Xfn2LFjnPPFHtgs7J3VAhEDJOytx62tODaku1QoFNBoNG754CDcE3PCXqVyU2HPWnFkPoC2hLLiiBR75rFnn5+AYz32bBDJHZ/NnLBnM+yRsHcZrH2dYRicP39eYLv28vJCu3btMHnyZLsdz2ph7+wWiBjgC3u+x14ikYBhGLLiWMCtrTg2ROwVCgWKi4vd8sFBuCeWhL1bwlpxZL6lwp6sOGLEXnnsR40aJdxWpFYcyorjPrD29REjRmDx4sUIDAx06PGsFvbOboGIAf7rQ37EgRX2JO7MI7DieLmZFcfGiL1+F25SF8Lt4Qt7mQyQSgGdzhOEvR+AB5BS51lRYsljX5l7eWJionBbymMv+J8i9q5DqVRi48aN6NmzJ5o2beqw41gt7J3dAhEDpqw4gL4DrU6no4i9BdiIvcyL57H3YCsOP2IPuOerXsI94Qt7QB+1LynxAGEv17/1pYi9OLFXxN7wXulIK45cLrfrMewJCXv3IygoCAsWLMCYMWMQGhqKHj16oEePHujZsydatGhht+NIy1/FMmwL5N9//7VHeUSNKSsOUJYZh8Sdedgbf1Wx4lDEnrAWU8IecGNhz/CsOAAkcJPfLeFULOaxr0TnWUelCqaIPWEry5Ytw+XLl3Hnzh0sXLgQ1apVwzfffINWrVohLCzMbsexWdizLZDmzZujbt26eOWVV7jCE5XDXMSe7UBLwt48Vc2KQxF7wlo8TtizWXFKhT2luxQn9spjb3jvtEV0X95xGTcP3ATg+R57SnfpPgQGBqJGjRqoUaMGqlevDrlcjtDQULvt32Zh76wWiBjgC/vevXtzn9mIPVlxzMO34rARe7ex4lDEnnAiHifsjSL29F0XI/bKY2+ve+fDtIfY9OwmxPeI1+/XgrB3x8ALRezdjw8++ACdO3dGrVq1MG3aNKhUKkydOhX37t0zGvjVFmxOd8ni6BaIGGCF/YsvvoglS5Zw8yliXz4CK4681IpTydzHDsOGiD3bKZ2EPVFRPErYMzr9H8B57KUMfdfFiL3SXRoKe2ufmwV3CwRlIysOYSvz5s1DSEgIPv30UwwePBgtW7Z0yHFsFvYffPAB9u/fj7Nnz6J169bo3r07pk6diu7du6N69ep2KKJ4YIX9p59+ipo1a3LzKWJfPqYGqHIbYW+HiD016oiK4lHCnj/qrIw6z4oZe3WetZcVRyIrG0NGU6zxeCsOpbt0PcnJydi/fz+SkpKwYMECyGQyrvNsz5497Sb0bbbizJs3D6mpqfj000+xZs0aLFiwAE8//TSJeitghb2XwSgy1Hm2fARWHLmbdZ61g8eexjEgKornCnvqPCtm7JXu0l5WHIm0TNiri9SeF7EvLRNF7I1ZsmQJIiMj4ePjgw4dOuDgwYMV2u7w4cOQy+VWj9HUrl07TJw4Edu2bcP9+/exe/du+Pn5YeLEiWjdurVV+zSFzRF7Z7VAxIA5YU9WnPLhW3GuXb8GALiddtuVRSrDDsIesHz91cVqrOyyEg17NMSAbwZYV06iSuBRwp7hRefl1HlWzFiM2FuRFcfWt538Y6qLjYU9pbv0TDZt2oR3330XS5YsweOPP47ly5djwIABSElJQYMGDcxu9/DhQwwbNgx9+vTBvXv3rD5+cnIykpKSkJSUhIMHDyIvLw/t27dHr169rN6nITZH7J3VAqnqMAxTbsSeIramYRiGeyhI5VL8svUXAMCuhF2uLFYZdrDiAJYfHilbUnDv7D0cX3zcujISVQaPEvYmIvZS6jwrSix57DXFFW/ssfdOW0U3P/mCR0bsS88Dmw2HFfZiz4qzcOFCjBw5EqNGjULLli2xaNEi1K9fH0uXLrW43ZgxYzBkyBB06dLF6mPXqFEDnTp1wvr169G0aVOsWbMGOTk5OHnyJObNm2f1fg2xWdgD+hbI119/jcGDB6NXr15Yu3Yt2rVrh7i4OJv2e+DAAQwaNAh169aFRCLBjh07yt1m//796NChA3x8fNCoUSMsW7bMpjI4C61Wywl3ithXDv4rXKlMCl3pq3wpY5evt+2wN1JfvXBxRMTeUrSLEBfmhD1vYGv3gRX2Eikg1RdUQp1nRQl7Dwt7JAwNezQULFMVVrxVaq/EA3xhb85jzzYe3PHZbC7dZVWM2Ofn5yMvL4/7U5q52alUKpw6dQoxMTGC+TExMThy5IjZ/a9evRr//fcfPv30U5vKuXbtWmRnZ+PkyZOYP38+Bg4ciKCgIJv2aQqblY8jWyCFhYVo164dvvvuuwqtn5qaitjYWHTr1g3Jycn46KOPMHHiRGzdutWmcjgDfqpLithXDn6kRyKTcMLex9vHVUUSwkbs/fSdAx0RsZfK3KQRQ7gcj4rYs6kuJQpAqv+uU7pLccIGaGTeMqP7maqg4l9ee1lxyovYe1zn2SpsxYmKikK1atW4v7lz55pcLysrC1qtFnXq1BHMr1OnDu7evWtym3///Rcffvgh1q9fzzXkrMVRQt4Qmz32a9euRffu3R1S2AEDBmDAgIr7hZctW4YGDRpg0aJFAICWLVtyLaPnn3/e7uWzJxUR9u4YFXAHzEXsfb18XVUkIU6I2PMzODAMw73lIcSHRwl7NmIvVejFPciKI1bYiD2/0yqLNcKerDjiEfYpKSkIDw/npr29vS2ub/h8NPfM1Gq1GDJkCGbOnIlmzZrZpay5ublYuXIlLl26BIlEgpYtW2LkyJGoVq2aXfYP2EHYDxw40B7lsAtHjx41esXSv39/rFy5Emq1WiCSWJRKpeC1TX5+PgBAo9FArVYbre8oCgsLBdP8Y7NfOKVSabJM7DxnltfV8OusKym7URUrizlh7yX3cotzIikpgRwA4+sLCQBGpYKmnHKx5ZaVvj4FgJKSEm7asF4Myho3JYUlkHvbbYgKlyPG7zdgfb2LimQApJDLNVCrGcjl+uniYi3U7pIpikVVBAUARqKAjpFABn26SzFda/p+l/6vZBt5gI4Rfk+VeaaffaYwDIqoVCqrzq2qqKwxUZJfAo1S6POXQioIuqlUqnIDKs681mwDR6vTQa1WQ1v6xl/nZG0DOK7emtK34YGBgRUKLteqVQsymcwoOp+ZmWkUxQf0evDkyZNITk7GhAkTAOjPK8MwkMvl2LNnj2Aw0fI4efIk+vfvD19fX3Tq1AkMw+Drr7/GnDlzsGfPHjzyyCMV3pcl7PL0d0YLpCLcvXvX5CsWjUaDrKwskyPhzp07FzNnzjSav3fvXtSqVcthZTUkKysLgD7K8OeffwqWsdH8gwcP4vZt85leEhMTHVdANyUxMRGagrIb7patW6AtjfhpVBokJCS4qmgc9U6fRgcAeWo1qgGASoWEP/4ALDwELl68CAC4f/8+N2/37t0IDAwEYHytc8/mcp///O1PyPxlqGqI8fsNVL7et293AxCMK1dOISHhLrKzOwIIR3LyRSQkpDqkjNYSqLuB3gCUah3+u3odraCP2IvxWouxzkBZvR+cfqD//8EDwODWmHYtrUL3cr5dlQ3SnT171qrnwIPjD7jPJ46cQEm6/lWYxEsCRsVABhmuX7/OrbNz505BIMYSzrjWxaXBwsNHjsDv3j3knz8PAMjPy3PZc9He9WZ1U0Xx8vJChw4dkJiYiGeffVZQrsGDBxutHxQUhPOl541lyZIl+Pvvv7FlyxZERkZW6viTJk3C008/jR9++IF7o6TRaDBq1Ci8++67OHDgQKX2Zw6bhb2zWiAVxdQrFlPzWaZOnSro5Jueno6oqCj06dNH8GrH0bA3CG9vb8TGxgqW+fr64sGDB+jatSuio6ONtlWr1UhMTES/fv1MvpWoivDrrM5T4wIuAABatW4lsOIYnktXICm9+QSGhgI3bkDCMIjt3x+w4NdjhX3DhmWdyHr37o3q1aubvNZXVFdwAzcAAL2690JAnQAH1MQ1iPH7DVhf72nT9N+rHj06oE8fBr/8IsPhw0DTpq0QG+tm6YcfJAN/Ad4+/mjRrBVwTt95VkzXmr7f+npffHgRN3ETtWrXAsMwKEDZyK/BgcEVupfzLTG1a9fGpUuXEBUVZdVz4FzWOdzETQBAq+atkKvIxT3cg0+AD4pziiGFFC1ateDW79+/v5GN1hBnXutr3t5QA+jWrRvqtG+PmwEB+A+Av5+f05+Ljqp3enp6pbeJi4vD0KFD0bFjR3Tp0gUrVqxAWloaxo4dC0CvCdPT07FmzRpIpVKj7I61a9eGj4+PVVkfT548KRD1gD6YO2XKFHTs2LHS+zOHzcLeWS2QihAaGmryFYtcLheM5MrH29tb4MfKy8sDoD/ZzrzJ8jPiGB6Xfd1XXpkUCoWoHgyAvs46Sdlr26ycLE7YMzrGPc5H6bWVsp1nASgYBqhA2fgPCpmszNNpeK0lTFnDVaKVuEe97YwYv99A5evNuvqqV5dDoSjz2mu1MigUbvYmR1oaeJEpIFPoCyqBVpTXWox1BsrqLeWyt0iNBqvSFGoqfW74906rzivPDcSoGLBuR7mvXudIIYWPT1mCBv79uTyccq3ZTsTe3vrjlZ4PRqdz2ffM3vW2pjPrSy+9hOzsbMyaNQsZGRlo3bo1EhISuCBaRkYG0tLS7FZGPkFBQUhLS0OLFi0E82/dusW9jbcHNqfSOHnyJD744AOTLZCTJ0/auvtK0aVLF6NXPXv27EHHjh3d/oZpLoc94PmdZ3/66SfUq1cPderUwcsvv2z37D7sQ0AileDevXtlwl7LQKvSYk2fNdj70V5u/b+m/oU1fdZUajRDmzDsPAsAGzcC0dHA5csmN2GvtVQq5V7vWuqgxa+LpoQG+BEzBaWBzoDSlzYe0XmWlxWHOs+KEza7makMX+V1nr1/6T6+j/oeS1suRTj0b9odlRVH7qPXOvzOs4D7daAVU7rLyjJu3DjcuHEDSqUSp06dQvfu3bll8fHxSEpKMrvtjBkzcObMGauO+9JLL2HkyJHYtGkTbt26hdu3b2Pjxo0YNWoUXnnlFav2aQqbhT3bAjHEHi2QgoICnDlzhjuJqampOHPmDHe8qVOnYtiwYdz6Y8eOxc2bNxEXF4dLly5h1apVWLlyJSZPnmxTOZyBJWHv6Xns165di/T0dGRmZmLTpk3Izc216/7ZB4JEJsH9+/c5YQ8tcGn7JaT+nYpDcw9x6x/+4jBS/07F1Z1X7VoOs7DpLnnRHYwcCZw5A/C+v3zYh4RMJqtQw46fsYGEvbjxKGHPjjwrlQMSvWCidJfihJ8Vp9u0bgCAms30b9rLE/bX/ryGrEtZePDfAzRHcwBlwt4uWXF4I88qfNkGqNSthT07EJUYsuJ4CvPnz8dzzz2HYcOGISIiAg0bNsTrr7+O//3vf/jyyy/tdhybrThsC2T+/Pno2rUrJBIJDh06hPfff9/mFsjJkycFw+yyXvjhw4cjPj7e6JVJZGQkEhISMGnSJHz//feoW7cuFi9e7PapLoGKRew9NY+9ykBRaAxHYrURNmIvlUmRm5vLdZ5ltAxKckvMbleZ0Qxtgr3hy+V6lcU/Hzk5JjcxjNir1WqLDw6dmoQ9of+qFRfrP3uUsJfIeRF7+v6KEe7Nq0yCyF6ReD/rfeTfyceytsvKFfbqorJsK9LSeKVdhT0/Yu/rmRF7Tti7WTnFhJeXF7755hvMnTsX//33HxiGQZMmTeDHs+naA5uF/fz58yGRSDBs2DBOsCkUCrz11lv44osvbNp3z549LYrZ+Ph4o3k9evTA6dOnbTquK6jKEXtDYW/vGyA/Yp+bmyuI2BuKd/73yWmjtbINGVPC3sw1NRWxJysOUR78rLkeIex1pd9biawsYk8jz4oS7j5emsfer6YfVPn6L21lhL0MesuJo6w4/Ig934LstsK+1IIjISuOS1Gr1YiJicHy5cvRrFkztGnTxmHHstmKw7ZAHjx4gDNnziA5ORk5OTn4+uuvyx0kgCjDkyP2Wq0+PZ05i41h7lp73wANI/acsNcJRa5OoxNYVpx2Ptn6ymRlKosrVPnCnvXYW7TiUMRe9Gg0wLZt+s8yGcDeft1a2LMiXloWsScrjjhhAy18j71XgP7Lqy5SC0YYN0RdbF7Y2yNirynWmIzY84X9ypUrjVIjuhIxDVDlCSgUCly4cMEpg0faJOzVajV69eqFq1evws/PD23atEHbtm3t/lpBDJSUDhfpiZ1nly5dipiYGPTs2dPkckNhb28rjtmIvYGw1yg1gmmnRewNrTh8zFxT6jxLVJZFi4ARI/SfAwLKhklwb2HPWnHKIvbUeVac8K04LKywB4RReUOcYcVhNPrysZ1n2QGq2Ofzhx9+iOjoaMGAl66EhL37MWzYMKxcudLhx7HJiuPMFkhVhx1owdSgWO5uxdmwYQMA/UAgpnC0FcdSxJ4fydGUaARi3jClmsNgGzJWRuyp8yxREX76qewzP28BG1S0c3vaPrARewlF7MUOv/Msi8xbBolMAkbLQFWggnegaReApqjsy81G7Nlour2sOBJ/fbn4Vhw28MKN8qrVIi8vDyEhIVYd056YE/Y6N7MMiQmVSoUff/wRiYmJ6NixI/z9/QXLFy5caJfj2OyxZ1sgtvrpxQ6bfz80NNRombtbcQy/nIY4O2LPdp6FTujNNBT2hkOEOwwnROzJikNUr172mfXXA+4u7HkRe0p3KWpMpbuUSCTwCvCC8qHSos/e0IpT0fumJQytOHJv/Q+Jb8XhJzdgYd++uxpKd+l+XLhwgRu09epVx2Xls1nYO6sFUtWxJOzdPWJfWWHv6Ii9F/TiWcJIoMwtey1qKOwtvdq1K06I2AusOM7K9kO4FeUJe7cM1Ol4HntKdylqTEXsAZQJ+3wLwt7AimNvYa8uUnO2IP4AVfzjsLirsCcrjuvZt2+fU45js7B3VgukqlOVI/aOTncpiNhn56IW9HYmiU4iSHfpMmFvRedZe0fs7565i99H/w6ZtwzPrXsO1SOqV6IChCdQrVrZZ37eAlZ3eEzEnnHHghKOxpTHHijz2VuM2BeZj9hbGxDTqcq2y83KxbHzxxCGMCi1SsFxDJ9nxWy+WRdTkXSXy5Ytw+LFi6HT6fDyyy9jxowZTi+nmGBTthsikUjg4+ODJk2aYPDgwQgODrbpODYLe2e1QKo6rLAPCwszWubunWcDeOFBhmGM+lw4K2IvkUqgVCo5j72EsSzsnRbZNkx3yccREXsTwv78z+dx5+QdAMDVP66i0/hOFS4+4Rnw29dFRWWf3duKYyLdJdzzPkc4FnMRe4WfvsFnKRDDv5ezgrsiaYItwY/Y59zNQf7DfIQhDDdu3QBQFrE37CzrthF7E1acb7/9FpcuXQIAzJs3j4S9g0lOTsbp06eh1WrRvHlzMAyDf//9FzKZDC1atMCSJUvw3nvv4dChQ4iKirL6ODYLe2e1QKo6GRkZADzfilNQUGA04rCjhT0bsWck+gcDK+ylkIonYl9O59niB2VRJK2SrA5VEf6LMXb0WcDNrTgmO8+6YwuEcDT8N698ZIrS+5/a/BfY0IrDTxNsD2GvU+q4TrlqqLnjsI0HPu4g7BmGARi2oWTeisN/m274nCbsD6uFV69ejaCgIABAXl4eRo4ciSeeeAKjR4/GkCFDMGnSJOzevdvq49gs7J3VAqnqeLIVhz/6Xm5urpGwZ28eEokEDMM4bORZBkJhX17Ent/hyqE4IWJfnhWH39fA0gOS8Fz4esKUsHfPiD11niX0mIvYSxWl9z+1+fufpc6z9siKI1FJuDSaHiHseXW2lBWH/yy293OZMGbevHlITEzkRD0ABAUFYcaMGYiJicE777yD6dOnIyYmxqbj2DxA1eDBg9G3b1/cuXMHp06dwunTp5Geno5+/frhlVdeQXp6Orp3745JkybZeqgqS0FBAQpKn8SeGLHnt/RNDVLFLvf19QXguIg9K+i9fPXi2Q9+yL+Tz62nKRHmseenSONz4cIF5OTk2K+ATojYl2fF4Tdw+A8soupgTti7t8eeOs8SevhJEPjIvErvfxbuW6Y89lKpFBJIgHTrMoXxjyfTysoi9oxnCns2K45WqUTxgwcAhGKeYRi31RhVhYcPHyIzM9No/v3795GXlwcAqF69ulG/xMpis7CfN28eZs+ebbIF8tVXX8HPzw/Tp0/HqVOnbD1UlYW90L6+vgK/Oou7R+wtCXutVsvdLFhh76iIvY7RH6dGcA2T62lKNAIvpikrzpkzZ9CmTRtERkbar4BWpLu0d8SeL+wtRb4Iz4WvJ5o2Lfvs1hF7nanOsyTsxYi5iL0tVpzH8Biq/VIN24dur3R5+MJeCimXbU3FlL6BLv1niLsJe1bQS3lv1re8+CIA42cxRe0dy+DBg/HGG29g+/btuH37NtLT07F9+3aMHDkSzzzzDADg+PHjaNasmU3HsVnYO6sFUpV5+PAhAKBGjRomB/ty986zloQ9f5mjI/asxz6gmnHjCDCO2Juy4uzduxcAuO+uXbAh3aW9suIIIvZkxamS8PVE6ZhxADzIY08Re1FjzmNfESuOqc6zMpkMndEZAJCyJaXS5TF8Q+ADHwDgsuIAerunIe4m7NmIfUCdOgh/7DEAQO7NmwBI2Dub5cuXo0+fPnj55ZfRsGFDNGjQAC+//DL69OmDZcuWAQBatGiBH3/80abj2MWK44wWSFWGteGYitYD7m/F4d8MKiLsHeaxLxX2/oHC9Ju1WurTXxoJexMRez8/P7uWDYBNVhx+JzBbRp4lK07Vh9UTO3YA/Nute1txjCP21HlWnLAR+8pacXRandA2w7PiFKHI5DYVwZywL9GW3Us9SdgDwJPffAMA0JXeDEjYO5eAgAD88MMPyM7O5vqnZmdnY8WKFVwSkvbt26N9+/Y2HcfmzrPLly/HpEmT8PLLL3NfCrlcjuHDh+Prr78GYJ8WSFWmPGHvyVYc/psah0fsSzvP+vr7Cpb7Bpc2KEo0XCMAKF/Yq1QqeBkKcWuwofNsRdO2WfLYMwxDVhwRwOoJHx/hfLe24vA99lznWR3F7EUIP20xn/KsOIZpi/kDRxXD+pzyVS1iDwDS0puBrvSZTcLeNQQEBKBt27YO27/NEXtntUCqMp4esecL+4kTJ+LevXtGyyQSCSeSHZXHnhX2Ch+FYLlvjTJhL+g8ayKPvQ9PFfXu3Rvnzp2zvYDOiNjzxPqVX69wOesBfQOGH9H3RCtO7pFcrOm5Br+N/k2Q2aiqkbI1BVte3mJxMB5zlCfs3duKU5bHXgoNl6qPEA+cx96MFcdcxN4wQCODjLtv8oV9Ze8b5o5XrOY1Fkzckt1Z2MtKffYUsa/a2CzsWdgWSLt27cwKVMI0VSliDwAJCQlGyxQKBeSlCsNRI8+yVhyFt4GwDzYt7E1F7PmNjsOHD2PQoEG2F9BSxF6rNSlibInYA8Dplae5z/xoPeCZVpy7G+7i9pHbSP4xGVmXs1xdHIex+X+bcXHTRRyed7jS25oT9m5txeE6z5ZF7AGUCX5CNHAee8OIfakVx9ybRlPCnr1v8oU9fyyPimDuPlmkLrP3eGrEXksR+yqN3YQ9YT0VFfaeELEHhDc21oqjUChsHjDEHFxWHDbdpY9QPHsF6qcr0nnWsJN3Wlqa7QW0FLEHAIORCwHTEfuKdp4FAG1J2bqGwt7TrDjqYjVK0oXjEVR18m5XvvO2R1txJDK9HYeb746FJRyJuXSXXMTezJtGw/s434rDp+BuASoDJ+yFu0GJqkQwVoohniDsdRqNyTFlSNhXDUjYuwFVyYpjOM1+9vLycnzEvjTy7e3rLVgu9y09bgUi9obC3nCwLauwlO4SEKYz4TapXLpL9qEX3ilcMA14vrC/f/G+4JW3J75xqDRWXCLPFPa8zrMSXsReR6Ngio1y011aYcWR8iSO1cJe2GULRSVF0ElKhb3O/YU9eJn2pDwrjqnnCQn7qgEJezfAWisOwzC4evWqRcGXk5ODjIwMO5XUNIY3A1PCviIR++vXr1s1rLVhxN7bx0DY+1gv7IODgytdHiMspbsEcHTfPhw6dEjwQDA3QFXG9Qyc33keB/46ICgr66FnGzF88e7pVpx7Z+8Jpj2t/NbANlYrg2d77OUUsRcJKpUK169fN5pvLt1lRa04Urn+Ocm34sh44fa0g2VvX7OvZuPmgZvIvGCcqpuFvc/ovIXHLVYVc/25YMIdayjsC+8Xoijb+uw81sAJe4lEkEKb33mW/9xmNQYJ+6oBCXs3wNqI/YIFC9C8eXPMmDHD5HYMw+DRRx9Fy5Yt7ZuX3QBWjLMdT/k3B74Vx1LEfvfu3WjcuLFVnnbDkWe9vcuEvUQmgcJXH6UwFPY6tU7QqZRfXha7CPtyIvavPPccunXrhv/973+8TYwj9hq1Bt+1+g7aH7XYHLsZb7zxhqAuAKDwYyMyFoS9h3WezTwvfPiKQdhXtqMfw3i4x15a1nlWP58i9lWVZ599Fo0bN0ZiYqJgvrmIfXlWHDYJgnc1/X2fb8XhC/v9M/fjzqk7uH3sNr5r/h3ie8RjaZuluLT9ktE+GYbhnhVab+FxBRH7cqw4mhIN5teej3m15lnVWLcWpvT5wbfhAMLOs/znsKlnN+G5kLB3A6yN2L///vsAgC+++MLkdvn5+bh+/ToePnyI06dPm1zHHrDCnk1nac6KYyli/+233wLQC/zKYjjyrEDYyyVcxF5bojXyZyvzhP52Q2Ffs2bNSpfHiHIi9qwOu3r1KjfPVMS+KK8I/lp9pqkwhAnWZx96rLAXpL80yP7jaVYcZa7wGpGwN4b/tfUsKw5/gCoJGFbcMyTsqypscgU2HTaLOY99eVYcjVL/xfYK0N9b5ZBDKpEaWXEAIOffHGRfzRbMM5wGgLxbedCUaCCVS6EKED4TCosLyyL25WTFeZD6gPusLnTed5qN2BsKezZiz+h0UPNuGiTsqxYk7N0AR3WevXv3Lvf5zJkz1hWuArDinc0Bb86KYylib0uHWi5ib0rYyyRmrTiAcTTbUNj7GKokayin8yx7BP55MxWxL84TZnVQq8rWN4rY88S7YaTL04SxYXk9rfwVhX+d+OMtVAT+23/PtOKURlZZYa8jgVHVyc4WCmqzHvtyrDjsfC//snurXCY3suIA+t+Y4X5Mdca/e0b/7AyJCoFSJgwsFCmLKtx5tuRB2WdTyRocBSvspQYdiFlhDwAqXjlJ2FctSNi7AY7qPOsOwr6iWXFs6RjMiiBtqUgwF7G3Rthb4/k3wlK6S1gW9vyIvTJf+IBhlGXijxWFrMeeLxLZBxnrQfU0K45YhD2/z0dlI/Z8YW/4FXNrKw7XebZUcLApLyliX+XJyckRTHMDVJnLY2/mvmX4thIA5BK5kRUH0N8LDfdjSdiHtg+FijGO2LPCvryIfcG9sg67pvp0OQqzEXtF2TlihT1/jBmxCPslS5YgMjISPj4+6NChAw4ePGh23W3btqFfv34ICQlBUFAQunTpYpWzwJm4vbCvzAVISkqCpLSzCP/v8uXLTixx5XFUHntnCXv2ZmCLFccWYc9G7FlhLxgtVlbWefbqzqtIP5Yu2HbyhMnYv38/N20o7A2nraKciP08g2Nd3nEZrc+1Rg/0EKS7LCkwyG6jLDtnrKfeZMRepTW7zJlo1Vr8Me4PrI9djy0vbUHOfznlbwTPf+NQUfgPfn4d75y4g43PbMTOt3aarTvfXy8xCCJ6hhWHIvZiw0jY6yxbcXQqM6N0s/c3/zLRKpMYZ8Vh1zX8DVkU9tGhKGEM+iiV/gPKz4rDz8TjFsKeF7FXl5ZTLpc7LGOdO7Jp0ya8++67+Pjjj5GcnIxu3bphwIABZlNbHzhwAP369UNCQgJOnTqFXr16YdCgQUhOTnZyySuOWwv7yl4AlitXriAjI4P7a9q0qZNKbB3WROwrIvL5wv7ixYtQmsiXbg9cbcWx5LGHFAiqH8RNFucI7SzJR5MFfRQcIuz5EXtfX6PF3QA0QNm5+nva36iVUwu90AuaHA3XsFMWGlw/XtE4K46vcedZLqJV+uBzlTC+dfgWTi49iWt/XsPFXy7iTPyZCm0nlog9vy+EqrDs4h6ddxRXfr2CU8tO4eaBmya3NddxFnBzKw7XeZYi9mIjPz9fMF3eAFXmIvaGNkQAUEgVQitO6S4rasXJuaZvdNRqWQslWoOACnTQ6krLwgCNGzcGAAwePBiAgbDPKBP2pkY6dxQVEfaqUj1QFYR9fn4+8vLyuD9LWmfhwoUYOXIkRo0ahZYtW2LRokWoX78+li5danL9RYsWYcqUKXj00UfRtGlTzJkzB02bNsXvv//uqOrYjFsL+8peAJbatWsjNDSU+zMcqMLdsCZiz24DgPtRGsIX9hqNBikpKTaX1RSGnWfNZcVxVsSeL+x1Uh0aPNEALZ9vKdhGVaqKfeCDwsJCo/Kam7YKdh9eXkCdOtxsbekDAQD8eMdSFfDSWD7UceeNL/b0M8o+Wuo8ywph1oPqKiuOYfkr2plMLMKeH9Hjfwfy75QJoJKHpnNkWxL27m3FMYjYs8KeIvaig/PYm7PimPnds/Pl3nJO0XC57EuFPf9tpdEbwBLj/bL3Ju8gb5RozEfsoQOOHz+OvXv34s033wTg5hF7mYx7paeuQsI+KioK1apV4/7mzp1rcj2VSoVTp04hJiZGMD8mJgZHjhyp0LF0Oh3y8/PtkzHPQZhWhG4AewE+/PBDwfyKXIDo6GiUlJQgKioK06ZNQ69evcyuq1QqBa07Noqg0Wjs46+uAOwxfXx8LB5TrVZzy2/dusXN12q10Ol0RtveuXNHMH3q1Cm0bt3aXsUWlAsoE/ZKpZKbV1ysj5ArFIqyyDNvOYthY0Bi6Ccwc0y1Wg2NSr+tplQM8BtyOkYHjUaD5s82x6WtZWnNcpGL2qgNH/gIysPelHv27ImkpCSTZa0scqUSEgAaqRRMzZpg40rq0FDc/+8/hALwQtn1FeTazxGKPS+UWXkkKglXNvZhJfUuewhy56hE/z/nv+ctcyaqIgNhX6KuUDnYrBcKPwXURWqoilUuKb+jKc4ve5ukzC/73vHFQXFuscm6FxRIAMjh48NArRY+nPXxAAU0GuNlrkamVUEKQMtIoFOrIYMMEgBadQlQBa+xKfj3MrHBMIzRPUzHGDzLSrWpRmn6mawq0d9XJHIJJHIJGBUDGWRgGIaz4ij8FVAX6u8dhhF7VZHx/YS9V0kUEhSphTnodaX/AP29NDAwEN26deMsncXFZb9RfqO8OK/YadeajcZLpFKjY0nlcujUahSV6g65XF5m9ywpcUjZHFVvVjekpKQgPDycmy94a88jKysLWq0WdXgBNgCoU6eOIBBqiQULFqCwsBAvvviilaV2PG4r7K25AGFhYVixYgU6dOgApVKJtWvXok+fPkhKSkL37t1NbjN37lzMnDnTaP7evXtRq1Yt2ytSAXJzcwHohbehGAeAzEx9Hu+zZ89yqcKOHTvGLWcYBsXFxUZ5gc+fPw9AP3pqfn4+fv31V4SEhNi9/GzDhK1HamoqV86TJ09yy9ibR0pKCrechZ8h4bfffoOC18nHEomJibiXoh/AqKhYfwO+dOkSAqB/+1GsKkZCQgLy/hXm8ecL+5tZN7nypKamAgAXxc/JyTEqa2Xpk5uLAABHT51Cfv36iC2dn5WRBf1TS8cJ+z/++EMg8K6fu477D+4DANJvpqM5mnPLdCU6rmzKIv2N/Mp/V/T1y87FtuXbwGgZZJ/Xn9sClV4g5ufmG9WJ0TLQFmshD3DcLeHB8QeC6RvXblTo3OZm5QIAGIU+onfx3EXcT7hv9/I5AoZhoLythLy6HPJAy+e24EKZgH94/yESExPBMIxAHCQfT8btWreNtr1woSaAJ6DRFCAh4W/BsgcPvAE8CY0GNn+X7U2HktuoByDl0hVcv5aAPiVqBAA4cewIcmQPytu8SmF4/66q+Pn5oahIf69+8OABV++MO/qBFFMupSAzoWzsipxLelvMvYx7Jr+/mef06969fxc66CCBBIX5hTh79iwXsddI9ALw8sXLZZ105RIwGgbpN9MF+9U81HAZyI6cOIKHBQ+5ZaygZ/8/d/YcChL0v9srV65wdUpISACjY/Df3v+4bY8dPoYrWv06jr7WJaWBP5VGY3zOSgNsRw4dAqCPQLPPu6NHjzq00WHvemdlZQHQa5ygoKBy1i7DMHDIMEy5wUQA2LBhA2bMmIFff/0VtWvXrlxhnYjbCnuWylyA5s2bo3nzMuHTpUsX3Lp1C/Pnzzcr7KdOnYq4uDhuOj09HVFRUejTp4+gBegoGIbhosSxsbEICwszWmf16tUAgNatWyM2Nhb37t3DM888I1insLAQzzzzjEAQf/rppwCAAQMG4JdffsHDhw8RGxsLe8MK9kaNGuHIkSOoU6cOd5x79/Siu27dulzdGjdubFQO/quzHj16oHr16haPqVarkZiYiH79+uH4uePIQAbkCv3X+bHHHsNFXAQASL2kiI2NRXqtdFyfWTbaYS5yAeitOD4+Plx51q9fz9XlxIkT8Pb2tvmcyUuvSZcePcB07AgMHQoAkF1/CC9UB5ADP8gAaBETE4ML2gvctvWq10Nd37oAgOAA4as/BaPgynZRchE66ND+0fa4vfw2lLeVuPy2sNN47Xq1cePKDfh4+RjVaUPsBqT+lYq3Lr2FGo1r2FRfc5zPOY+bKPOI1w2tW6Fze/uj2yhGMfyD/fHw4UM0bdQUj8c+7pAy2pvE9xJx9tuzkPvKMe7qOATUMW23A4D/pP/hGq4BAOQ6Ofr164c/t/8JRlNmwWvWsBm6xHYx2lYu198Tg4MDjM5p6bMPDCPBk0/GQupGBkzZ0bXAbSCqVRu0aBIL2Z9BQEEGHu3QHrK6fVxdPKfAv5dVNKDhyXh7e3PCfuzYscjKyoKPjw+2rNyCh3iINm3bIDo2mlv/Yt5FpCENwdWCTd4vjlw4gju4g/oR9ZF3Og9alRbB1YLx6KOPYj/0UXR1aZ+NxhGNoVPrcA/34BPkg+KcYtSsVpPb7+kVp7Frwi5u332e7IN5H83jpnUSHcCUCfs2rdqgR2wPAPpnHKDXLLGxsUgYlwBdSdnbgbYt2qJ5v+ZOudaZFy7gMgBvH+N7/SVvbyiVSkS3awdA39CqWbMmrl27hujoaIdoBEd9x9PT08tfiUetWrUgk8mMgsOZmZlGQWRDNm3ahJEjR2Lz5s3o27dvpcvqTNxW2NtyAfh07twZ69atM7vc29tb8NqGHaFVLpc75SarVCo573xQUJDJY7LCWSKRQKFQ4L///jNap7CwEAqFgtteo9FwEYRevXrhl19+wYMHDxxSJ/Z1GNtHQKvVcsdhvfPe3t6CYxuWg+9lV6vVFS6nQqGApLRnFGvF8ff3LyubTgOFQoGAWjxBJQEeMvoojA98BMdj68K2/lUqle3nrLRucj8/QVYcXxRDVWqtqQF/AHlgGAZaJS9VZZ4OioBS37xS6AWVaqVl57n09bJPkPm8+97++u+5VqU1qlPqX/o3FRfWXUDvz3pXuooVwqAbBaNhKnRu2bp5B5T+TrXG3x935c4x/Rs4TbEGeal5qFHPfKOJUZcJeFWB/nuneSC0zmiKNSbrzgbZ/P0lRsv5vnupVAH3OnX6ayuTe0OmUICR6zvgyyVqrkEsFvj376oM/16vUqmgVCoRGBjIzZN7CZ+9Xn76e6TZ+0XpfUXuLef8+XKJHD179sRB6LPoFWuL4QMfQFfm5fcO8kZxTjG0yrL7IV/UA4BfNT8UKsv6YDESRiDs5dKysrLPjJKSEigUCtw/L3yryKjLyu/oay0v1QxSqdToONwgVaV93Qy1jiPLZe96m+tfaA4vLy906NABiYmJePbZZ7n5iYmJXOdnU2zYsAFvvPEGNmzYgKeeesrq8joLN4rdCOFfAD6JiYno2rVrhfeTnJxsMgruLvBvcuZ8YYadZ9mOs48++ihatGgBAIIOoIB+FNOSkhL4+/sjKioKAByeFcdUukt+51n2R2iq8yy/MzDry68o7KtVVtjz012y83yql6kbuZ8cxdAfwwc+Rg8aoKyRYvfOszx8UQxt6ati79LGiWFKS3Wumrv+hp28ZFoZ953gOs/6mr9psllxLKW7NByJ155Y2wmWrRs7sqQndZ6tTOc5QbpLpRZatRbqXAPvb4Hp72NpABSliakE8J99btc3zqDzLCMvbYBrCsxsQHg6hlYP9rnEWWQMs+KwI8+WkxVHppCBTYIjk8gQEhKCkBp666lGquH2wQ1oFViau91EVhwWua8chSoDYQ+YzGPPZoVj30awgRj22ePMzrO60mesYedZoCyXvaYKdZ6tDHFxcfjxxx+xatUqXLp0CZMmTUJaWhrGjh0LQO/iGDZsGLf+hg0bMGzYMCxYsACdO3fG3bt3cffuXTx8+NDcIVyO20bsAf0FGDp0KDp27IguXbpgxYoVRhcgPT0da9asAaBPSxQREYFWrVpBpVJh3bp12Lp1K7Zu3erKaliEL7bLE/Zs9JufRYeN5hsKezZvfbt27bhR5ZyV7pJ/czCVx97UzYMv7NkbY0Vhs+KwIp5/HlXa0uw31XhhSwlQAr2AdqWw94aKE/a+pf/z/fUAoH6ghiyy9MFmELH3ghc0Gg1kUhnYEc75Kd8M4dJdWsiKo3zohsKezVPNvrnwEGHPMIxA2JeX7s7wwa8uVBtF7M0Je7YtbCKbqkDYu13KS8MBqjhhX2h6fcKj4XeWZWGfS+x93DCPfUWz4si8ZJDIyyL2+p3q/+OEvapM2HsH6p8TloQ9I2Og1JbdExkpA2h5wp5XJDawpVKpoNVquU7/PjV8UJJb4hZZcYCyiH1VyopTGV566SVkZ2dj1qxZyMjIQOvWrZGQkICGDRsCADIyMgQp1ZcvXw6NRoPx48dj/Pjx3Pzhw4cjPj7e2cWvEG4t7Ct7AVQqFSZPnoz09HT4+vqiVatW+OOPPxziGbMXSt6PS2rG/GqYx54v7FkRu2zZMkybNo17zcUK+/bt23PruDqPvaV0l/ycxkVFRdi6dSu2bdsGiUSCoUOHon///maP/9+/emuSWlOaosyEsGcHqQJgUdiz58gZwh4AJ+x9JFKAMRGxzymL2PMHpAL0wl6tVuPqH1e5eWzmG1Nw6S4NHpD8NKpuGbE3TNfpIcK+JLdEUFb+g/3o0aPYsWMHZsyYUfamq9g4Om8YsVcXmBYHliL2/Gy/bvfcNkx3Kdfb6CQUsa+SaLVaozFYuIi9zkzEvjSPvbk3jVxGMIWUi9hzA1Oxwr608yw/3aV3kGVhr/BToLi4GBrwlnO71QnKDJQ9/wBg/PjxaFLQBAAvYl/sAmFvItU3K+w1rEVUZMIeAMaNG4dx48aZXGYo1pOSkhxfIDvj1sIeqNwFmDJlCqZMmeKEUtkP9qZmLloPmLfiBAQEcL6+Bw8eYN++fZz/y1nCnmEYTqhX1IpjePPg98oH9Fact956C/fv3+fqYknY70rYhbZoi/xCfePA29sbiiAF1HlqXJVcNVqfYRgoUXre4e3YiD3DGAv7114D1q3DJbSAd2k5/KUKQGss7FW5Kq5BxKiED0RW2O9+t2x4a/ZhZQpzVhz+tDOEvVeAF1QFqgoLdHbESU+z4vAHpwGEwp61E9apU4frvG8Y0VMVqKB5aJDqs6pacaSGEXsS9lUR/rPBx8cHJSUlxlYcmRkrjpnfPd+Kw27LDUxV+n1XoyylpjkrjmGDQ+4rL1fY8604PrzOLMuXL8d7kvcQiED41ih9LjrTilP6Q5eaEPYy1oojYmFf1XFbj71YqIiwtxSxnz17Nrce20OcYRhO2EdHRztU2PNv1JYi9nwrjmHEvri4WHBTLSoqEvjXLHnZ7t+/j4J8/flgSv0o3t7eeGHfC9iETThcfNjkKL3sjV4OuUVhr1arKzTKr1m0WjaReJmwX7YMv/kPwa94BppSb72vtDSPsIGw16l0kEpKG3Yqob/TC15QqVTcwE/PrHnGshWndBmjY7jX3oAwkmRuACR7wBf2/OmKbudpVhy+DQcoO8/8h+f162WZmkxZcdgOtX4h+t+WNVYcqZQbk8b9hD07EBV57EUB/9lgGDwxF7HnrDhmLIR8Kw7nsS/9wDYWVIz+GDqVruw+ZCDsDYMaCj8FioqKKizspVKpQNxLGf3KbMTemSPPqksDZQpeIgmuXKyIF6kVRwyQsHcxrNj2MmHTYLEUsQ8JCcGIESMAlI00e+fOHdy/fx8ymQytWrVyqLDn3wjKs+KYu3nw/fXsNF9s80fyM+TcuXNcVhz2Zuvt7Y3wFuG4hEvQ6DRG/Q8AcDdrVtiz59ZQ2BvWp9LwI/5s483fH+fULaGED1ScsNefG1aks6+OoYPeQw+gtC0Cpbz0O1MasWcfTBE9IrjolilYKwsgjNLzBWVxTuU6LlcGW4W9p1lxjIR96Xlms1UBwtf3hg9+VYGqTNjXsizsLUXsgTI7jvt57FkrDhuxLxUi5LGvkvDv62z2svI89tZYcbiIfenXixX2/Ii9oRXH8Peq8DUW9lyQjbXiaIVBH/7vWV5qiPCurj+OMyP2qtJnqpeJ0eylFLGv8pCwdzGVseKYitgD4NJ/sjnj2Wh9ixYt4Ovry+1bp9PZ/YfLF72GVpzCwkLk5OgHF7HksX/wQDgQDTvQFYslYX/27FnOT8mP2Pv6+nKNJcP9MTpGIOz5diJTwt7QjlOUXVRxywp/W68yYcqKU2VpmX1Lo/Ilhfq6KiVl+5czpTfdUuGnkuv36QUvKJVKrlOt3EfORbdYZN5lQp+14gDC6Bf/gZObmivwjdoTa4S9TqPjymMPKw5/3AhHY07Y8z2b7OBz/OUsqoKyUTL9atom7Fk7jts9txlhxJ614pDHvmqhVCqh0+m4vlT86Db7DCy8p2/MmbPiqApVgjeNLIKsOKW3PymkYBiGE95KRsmty3nsDTrPPrgufA4p/BR4+PChQNizzxpTEXug7BkIlDUuTFlxGB3Dda51BKyw9+alEWXhIvalz2kS9lUPEvYuxlYrDgCEhoYCKIvYnz17FoDeX2+4b7t0BuVhyoqj0Whw48YN1KlTBz/88AMA8+kutVot2pUOlMHCNgZYLAmxM2fOmIzYSyQSbpArw4aDxFciEPYSSLjzUp6wP/PTGcyrNQ/zQuYh43SG2XLxNi77LBdG5QFAVSrsfUobb+xQ5kW6ssxA7CtdVsCrFPp1vOENZSGvAeAjh1Qu/EnzPfd8mw4/+mUYKV7dbXX59bICa4Q9fx17CPsXXngBYWFhXP8NR2Io7DXFGuzZswcTJkzg5vHH6TAl7NmIvW9NX26eKSxZcQB3FvaGnWfJilPVKCgoQMOGDSGTydCoUSMA+jfU7HNJpVLh2LfHkH1VP0K2OStOyYMSk/cmc1YcQd8hnZJb19CKo1VqkZeeh59jfxbsV+Yj+397Zx4fRZH28V/PmUkmIYGEBAMBXM6A3IfIsXgBIgquIq+rHIoKiotyrbqstyu+iqK4nquieLyeqKDoioCIgCIQEFC5jJwJJCEJSSaTOfp5/+ipnu45kgk5Z6q++9mPTE8f9Zt0Vf366aeqMGzYMHg1U98E9jWRROzjUoJTcd4Z9Q6e7fhs2PpcV6qN2ItUnJhHGPsmhpnGsx08CwRH7Nl/s7Kygs5d3+k4zNhLkqRex+12Y+fOnWoKTGpqKkaPHh1yusvi4uKgh41AY+/xeMI2OKEi9ixSz34f9ntd88E1SO6QjJRbU3RRGCOMQcbeZrOpv7u2fH+s/wOA0kEc+/FYdT8NfAfDVyg10Zk15pJJAjuzlX3nM/ZuuNUyXjRCWTDKDN8rVItH/azNyTfFmYJScXTG3maGr18KO1sLAJzYfqJmXWdBnY19Yt2N/ccff4ySkhJ8+OGHZ32OSHGWBMxw5HBjw4YNum15ef6Hw+JD+gdQV7lLXXW2JmMfacS+2aXisBx7XyoaiekuY45NmzapfRLDbDbrUkSPbjqqftd2cFvdviwVBwCObTkWlGvPDLzBbFCnAzGSUbefU1bqYqhUHAA4+NXBoHJ7KLjPkUhv7AMj9szYq6lACJ7H3lPmwZHvjqA8rzyy4NBZUJ2xZ4NnvSJiH7MIY9/EnE3Enr3ODIzYs8aTLfDEGhmTyaSeo6GMvXZFObfbrZbhwgsvREFBAYYPHx4yYs/2s1gsmD59OoDgCHu4cldVVWHfvn0hI/aAXz+7Ro+JPXBn7p1AJnTGXjuAlv3XYrGoDwhaY6+NwgYat5CEmOpSNfZWCW5f2QMXqPL4/gcAIy4YgYkTJwYZexNMfmMvKR1bYCqOtvMymA0hF3thgzqZefRWeRskHedsZrfR7sPeOJytsdf+HdlsUg0J+zsnpCu5xO5KtxqhnzhxIgB/xJ5kQv4u5d/pvZUHdXe5O2QqTqjB3CxiX1OOfbPrt8NMdyki9rEDe3OqJdDYs2j2uFfGwZ6hN6OBwYrAtTZYW2Y0G+FrImGUjbp2wulR2slQqTgAcOwHJUjT75Z+6jaPSymTdoHLQGMfGLFnqThaYx+YilOZ6x/HVFXWMLOQMWNvriZi7xU59jGLMPZNTF2nuwT8EXtmEtgCT8zYSpKkmtSGNPascXC73UFlABAyYq/dj+3LIvZa8xUqHefIkSOQZVkXsZckSS1H4EqADJfLBRmyuopgUxp7NWLvM/anTyratcbe4/QgPj4+ZMSepeKY4pSHt8BOUJt+Y7QYVeMfavAsG6AJNMycy3WJ2EsmSR0vELhQV6Ro89lt4XJW6hHV2LdWzKrH4VHrKEuTKygogMfjQXFuMVxlLhitRrTp30Y9Xo3Yt1TKK3vkkL8bu8WjNxVHP92lyLGPbbSpOFVVVWobFGpWr8BgRWC7q0vF0Rh7bRtX6a1U91Vn2Urwv8E8/oMyo1zmoEz1GNZPadMyA4NICKiKajBNM5N44Dz2WmMfmK5XX0SUiiMi9jGLMPZNTH0MnmUR+/LycpSXl6sRaq15aaiZcVhDEC5iH8rYh4rY22w2dd8VK1YAUPSxBieUsc/NzQWgb2xZfj07JxDa2APKqoJAzcb+8ccf9//2moZ41xu7sPqO1fjyzi/Dv1KtxtjDCn/E3lfmopNKnmmgsbfZbKqxl61KWcww49EHHwUAeCWfAQ4YeGay+jsYo9movtYOlYrDzCPQMFOzBeW21tbYhyh7bdDmszfGANpAY+92+CP2PXv2hMGgDPB74YUXkL/TF60/L101Aroce83fJlQ6Tm0HzzqdTjz66KP4+9//jqNHj4Y+qDEIM3hWROxjh1Czimkj9i6XSzW9Zluwsdem4gDBxr6mVBwvvHC6g1NxjBajunDhqT3KQ39Gnwz1vOx4rbFnK3wzYx84mDcwYi9DhiFO6b/zc/JxavepRjH2Vb63+tXNiiNScWIXYeybmPoYPGu321UTeurUqZDR8oYy9m5N46A19qwM2oeLUI2HtqytW7fWnTsuLk6dOSGUETt2THl9amL5uSDd9QJTcRhqBJ55iRqM/WuvvYaPPvoIsleGo8D/kFBxqgI/Pf8Tti7div/O9S8SFXAx+E7o38SMmQVqxN7i6zBOn6o5Yq819nt27gEAnHGcUdKSpIAZJTSz4oRLxWEm3mK3qPs3xNRsdTL25vo19oEPew1BkLHXpOJkZmYiM1OJDt55553I361sb92ztfpGw1XhN/bmeLO6qrCrLNjYR5qKw56pv/zyS9x333148sknsWTJkjqorCMBC1SRmO4y5ghn7LVvkauL2Ae+hQwbsdek4hi8BnW7F15UuYNnxTGajboVySWjhLQeaf7zekIYezW1vvrBsyxi74EHOw/sVL9f9491cB7xl7+hjL07goi9SMWJXYSxb2LqIxUH8Dco5eXlTWLstRF7j8dTbSqONmKv3e/mm2/WnbsmY8+OTYhXzIAMWfdwUFPEnkV3mLH3er3qw5PW2APKfPmOAkfY3HOt4Q+4GHwn9G9ixt7sN/Zmnx8vLVIW46rW2Nv8xl7bgYSa6UUb7aopFcccb1Y71gY19mebihNtxt5nwNniUm6HWx0Hk5GRoRvAe6bgDABlnAP7fbQ59kar0W/4q4nYR5qKU1RUpH7XGDMEhUUWEftYJ9RMbNr2tc6pOG5/Kg6ZlPbZ4DWodUeGrLal2lQcbcQeAFK7pereGIQy9kGDZ8Ok4rCIvRdelMeVo8+NfQAAZ46cgbvY37ZW5DfMA2wkqTiyiNjHLMLYNzGRLFBVU8Qe8C9n3dipODUNntVN/xWi8dCWNSkpCXPnzlW/s9lsqoZQxp5ti7cq1yCQmpakvXakxl7bAVksFvX3ZlQXXQk7bVk1xl42y35j73toKz0d2tjbbDZYoJyDGXsDDOo2DzxBC30BEabiaF6Ds46tMXLsZbdc46q+DWXsA9/iNASBEfvKM5XqQ23r1q0xePBg/1ulEt8gcrtFZ+BZxN5kNUVk7CNNxdHWiVD3TaMRJscennL/is2CqKamVBzt4Fn2VkpLbVJxmLE3yvpUHGbEtak4BrNBZ+zb9G2jPW1IY88CO2rEPiDQw/phbcClvLwcQ+YNAQCUnSiDp9Tf/zVFjr06K46vMRDGPvYQxr6Jqc10l7Isw+FwqNNIhjP21UXsz3YeeyJCRUVFkMFm5ws3eFa3YEcNEXsASNQsqFFTxJ5ti7Mq+8iQQxr7sKk4vuAMM/bahx6LxaKbncfpdIZshNmiT5Eae9krq6u7kon8qTi+5M0zRUrkNsjYW/059hTv70xssKn7hzJokaTisGiZKd7UqBF7IPxqkoHH1IexP3z4sPrvRk3FSfOtsFmu3F+pqanqQzC73ytLfcY+0aJPxfENnq0pYl/TPPaBqTjaOtG0xj7MAlWQAW/jLCQmaFhC9TlBOfbVReyNEQ6eNesj9tpUHDYXvS5iH5CKk94nXXdelj9fm1Qchi5iX16uzvRTVVqlmyKzMY0968PZ5b2VlTADMBkMwtjHGMLYNzG1ScV59NFH1WW4AX2Dwwx0Q6TieL1eDBgwAHa7HfHx8XjiiScAKAZ++PDhAGoXsQ83eDZQU03Gnh3LjH1gxD5cKg77DSRf/gsz9uPHj1f3MZvN6rSigDKVKGuEE8/xP3y07NQSQGTGvvJ0JZ5p/wzW3rMWACCbZHXlWRaxZ0Y30NjHGeLUU0rxkjpnf22MvTYVJ9TgWW0ed4MOntUY+5pMOvveYNI8lJyFsf/oo4/w6quvqp8b2tgTUVDEns1gpJ0+j93vzjLl/tZG7LWpODEfsTewiL1GgKcseH9B1BEqYh80K041g2cDqSzWB2p0qTjG0Kk4zNjrcuwDUnG0A2cBwCvXPseeveVlxp61y7YUW1BKEQCU5TXMPR7K2P/lL3+B3W7H+x99pOzzxRdYCKDDihUw+fpXYexjA2Hsm5jaDJ7VMnLkSF00vCFTcU6cOIEdO3YAUAzLl19+CQD4448/1H3GjBmjM/bsrUJtprsEamfs1Yi95ewi9qyhNcGEqqoqbN68GYAyFSF7mGLk5eXBUaiUlZl5AGj5J+Xf2khQwMWU/1osOLH9BMqOKw250WKEu50b7K9hIlktCwDEJcQhPsm3kq/G2HvhhcFsgGxU9q/J2Aem4lgSfKZRE5FnJt5sa9wce+22mo6RTBIMluCHkkhZu3at7nNDp+J4XV7IHuVvxIy9t1Ipd6tWrdT92P3O8vGDUnFYxN4SPmJPFAPGnkXsJSM88D3EuoWxjwVqnBWnqvqIPQB0Hd9V/XckqTiSV1INvCzJYVNxOl3WCYDSprOFscY+PxZxKXEou1C/XozumszYe/TGngWtWDvOIvaSQYI93X+e5I7Jym9T4W6Q1WcDjT0RYdWqVb6y6zFWVsLgmwpYGPvYQBj7JqY2EXvG+vXrsW7dOp3hjzQV52yMfUlJScjP7L+pqalYsmSJauxZOYDQs+JUl4pzNsbeYlYMT21z7CWLP2JfUlKiNmobN24MulZ+fr7aobBGGQASM/3Re1dFiAZaY+xZxL/jRR1xb9m9cP7JCZcv8m4i/9SbADD373NxyZhLACjG3ir5OkG4YDKbIjP2UnAqDptKUds5NvbgWbPNrC4bXxtjX5dUHHYPsLURGjpir+2s2eBZtkBXSkqK+p1q7CtCGHvNrDjVpeK4XP509EgHzzabVJzAwbMA3JLvraS7pPHLI6h3WHs7dOhQdZssy/7Bs44qdRrJcMZ+0ieTcOniS5X9SwIWqNKm4hiDU3FIorCpOBf/62IsrFyIO/bdodavgbcPxN+L/o7SeGW8kzY9VC1/mOkuw0XsAegW3kr5U4qaxtkQ6TiBxr6iokLtd0MlPxp9fyNh7GMDYeybmLMx9hkZGUFR/FDGXmuq67JAVU3GnqUWaI39mTNKrnhNEftIU3FCRViZsbeald9Ohqwu1qU9ZzhjzyLAJpjUxYtMJpMu3YmhNfZJbf0LZ1mTrKrhDBl5CWHsEzMTlYi9262m4pigj9ibbCaY43yzDDk9MJMvlx8umEyRGXvJIOkj9hZjtcbeZDM1yuBZoyX0IN7qjqmrsWf3D7s/GsvYm+JM6gqX5FL+1tqVONn97nH4pxyt7eBZrZRIp7tsfhF7/33qhq/+uUoavzyCeodF7LX3vcfj8UfsHf77OdTgWUB5a81WcK1uVhzWLkpeSY3Mk4HCpuIAvsX9DPr+VJKkkJNUMFRj79Hb5HARe0Bv7BPSE9TPjWHstX14qNbTIIx9TBG6FgkajbNJxQm1RDczscXFxWrlPNuIvcfjwcsvv4z8/HykpKTgnHPOAaBEO8+cORNk7Fl5WEQeqN7Yl5aWYvHixSAidfq/SCL2u3fvVuaTl2VceOGFqlkzm3yDSkFo0aKFenxNqThGixEeeHTGPjk5Wfd7pyMd3dEdUpGEnz/8WSlXij/f3Wg1QjbLgAt4eenL6D+mPzZs2AAiwhVXXIFBIYw9a9BdLpff2Aek4pjiTDDG+R6EnB71ockFF4xGf2Qqzpe2EM7YaxesMpqNsCYr9wHrHB1FDux6c5fyO9YQsa8qq8L2V7bDWeJEYptE9J/RP2hgW3UEGnuP03PWxp6IQqaohYMZ2dTUVBw4cCDiVJyjW47izNEz6HFtj4ivBfjNt8Vu8UchSYnkhTL2LE0nXI59dRF7JsVkAsxhUpSbbcQ+cPAsfBF7gjD2MQIz9tq+QGvsWVujHUcTChaUOLD6AEoOlyC5fTIAfSqObFRWIpc8En5+S2mvyUBhU3EYRITly5fj4MGDiI+Pxy233KIz9qdxWleWcMa+uoh9QoY/YLTz4E4kmpQ3AfVt7L0ulzpHfaCxT0xMhKwZO+YEEAdA8vkCYexjA2Hsm5izidiHMvbMAGvnpD5bY7969Wrccccd6ufzzz8fANChQwf8/PPPKC0thSzLQcZeG7EvLVVeY4ZKxdmzZw8WLFigu2Ykg2enT5+On376CQDw73//W43Ym42++d0ho127dkHnDBexZ2kqgcae0aJFC4wvHY9zoDzYVJ1SfjvWwQBAPuWjuKIYyUjGs4ufxYnFJ9Tv3n33XRyaN0/5YLGocxYzY+92u+Fkxt43UIvNfGOKM6kDuzxOD4zxvrcCtYzYa81vqFScH5b8oH4f3yq+2sGzOa/nYM38Nern5A7J6Dy2c9B+4ahTxN4s6dKKvFVe3cC3mmBGluW3Rxqxf/2C1wEoc1yn90qvYW8/IY09ACusIY297JTV/VVjr3m4qi5iz/7s4aL1QPU59k6nEx6PR/dg3mgEDp6FJhXHVRziAEG0oZ05jeF2u9W3yOxtVbhoPUMb8V5771pc/e7VAPSpOKxdNJ024ee3FWPvMXr8qThV/vZG+xCxZ88eTJs2Tf1cWFioM/Zt+rdB3vY8tB7YGvgpvLEfMGAA3nnnnZARe/YgAgD//fG/6IiOyEZ2vRv7Ko1xDzT2GRkZMDgc6qu7EgAZEMY+1hCpOE1MbSP2VqtVNbta2DZmUCVJ0p2zNtNd5ubm6j7n5OQAANq3bw9AiW6UlZVVG7Fnxj5UxD4UkUTsteUqKSlRoyMGSbmN/zb7bzpjX1OOfU3GfuvWrTjHdk5QWeOS43Djxhsx5tkxKEkvgcs3aSWbU55x+PBhyGxsQIiIvZKKwyI8vqnVoHyX0DpBb+y9emPvMSgNcI3GXvOKOVQqTkluiaIpJQ7dJnSrNmLP9mUU59bOeNU1FceaZFWjbBUFtVvYhd0DtTH2nip/J1e0v6iaPYPRGnuDyaC+5UlAQkhjT1Wk7h/XIrh+Vxex9730QsDCzfrjq0nFAaAOdm90QkXsIXLsYwkWsdeu1aKN2HucvsH7YfLrGW2HtEXWsCwA+rYoVCqOlt1tdqvGXot2fvzARdq2bt2qM/bXrboOFz12ES55RRn3FM7Yz5o1C08++SQe/OeDStk0xn7AzAE4nHUY3+Jb/IyfUQ5le30b+wpfgxCXkqLOWa/tq80a/1DC/iGMfUwhjH0Tw0xmdQtUaSP2oaL1QLCxt9lsQQ8EQGQRe+1CPtpjMjIy1OuUlJQEGXtJklRzz1JxQkXsQ1GTsS8rK0NhYWHIYw2k/D4jRo4Iec5wqTjMOIcz9ue2PxcIkbFhS7Eha1gWBs8ejJMnT4Y19l6vFw6W2xgmFcfJcut9kUtm7O0Zdp2xN3gUjSwVh3VUtTL2Zr+xZwPQWJnG/ntsjak4gR1QbTukuhp7SZL8eal5tbt2oLGPJBWn4pTf7NY2r19r7AH/39wOe9DgWZY6wPY3WoxBJqe6iD2rrppx40FUl4oDNFE6DhHgS0HT5dhLIsc+lggVsdcae6/T97ayBmMvSRIufVIZQKttewJTcbR0vKgjnMlO/0qxGrSpOKyPY2XctWuX2ofZ7XYktknE8HuHI6WtUnfDGXuz2Yz58+cjo7VSGbXtcnxqPLbEb8G3+BZVqGowY1/uaxDsmgZB21dbQhl7X3sgjH1sIIx9E1PbVJxwxp4ZaK2x11IbY5+XlwcA6NFDn1ecnJysXj+UsQf8DWOoPP/qIvahUnHMZrNq7I8cOaKeo0uXLrrj2Op/gfneNaXi1GTsmbEzmA0oM/tfb+pScfLzg4x9amoqWvvCp2WnfbmZYSL2LBXHWIOxl9yK8WMRe7ekGO+ajD0k/efAiD2bR5mVib0ODzV4lpU/rUea8rmW5rouxt5gMujKWdvO8GxScbTXKD9Zu+tVZ+wDI/Ys/Uq7v/YeA5R7sD6NfaD+pjH2GlMUalYcYexjAu3q5NptLJilGvsI5rBn9agsrwxEBNkrq+2/0WyEV9K3J/Y2dlit1tARe00qDusTevfuDavVirKyMhw8eFA5R4iFIMMZewZL+dFG7AF/0Cw7O7vJjL01hLEnMY99TCFy7JuY2qbiRGrs4wMSbs8mYt+nTx/s3btXd+3k5GTk5+eHNfaBUflQC1QBQGZmJiRJwrFjx3T7aRtRr9erNqRszvz09HScc8452L9/v7o/m3JMO1BUe06Hw4FNmzZh/PjxOHPmjNrRBBp7AwzovLEzHrE8AqPZqA6YtKfbUVRWBCjZRUHG3grlt2XGPiMjAwaDAadOnYLDt3rtT6/9jEqvktajNfasgzCSFzbY1EFX9nS/sfc6vTpjDwBu+DpLnyn0wKNbUAsIjthry84WeQl82IgkYp/RJwMFewtq1SERUa2NfckfJfjvnP8qWkySrpy17Qy1g2e1n6tDZ+xruN62l7bh63lfq2kBbOGaSIw9u28MJoP6u8Qlx6HshH/Ng4ceeggr/7US4zEeVWX6OhyJsWfP1M3L2GtMRKgce5GKExPUlIrDTHBNEXtAmU2GHVNVWqUbZxMqFceeYYf1eAhjL+n7C9YvJiQkoGfPnti+fbv/HGdh7Fkanzbg4nQ61T6zd+/e2PbLNgDAiX0n0LJlS5SXl6NDuw6YkzwHhbsLYbQYMeaZMeh3c78afxctNRl7gzZl1vdfEhH7mEJE7JuY2kbsta/xtbAGJ9TCUNrz19bYa0lJSYk4Ys/QvjnQRuz79OmDvn37qp9ZebW/g8fjCTL2GRkZurnq7Xa7aqICI/baVJz33nsPRUVFusVSWITIBBPOnDmDdKTDetIK2S3D7XBj5xs7lWtk2GG0+8teU8Q+PT1dLSNLxfF4lU4ko0+Gmm+tTcUxkleN1sclxwUNnmU52C644PV64Sa98Q4VsTcYDUHGXjtlnKfKA2exU9UI+DvXUINntcZe+zkStB1gpMZ+38p96r/ju/oe/NrUT8Q+klQc7TXYwOdw5LyWA7dDmcVGdvujiO2GKWM+IjH2FrtFfYjX3mNGqxEffvghHB7FjJ8pPKO7dm0i9izHvnmk4mj+9qFy7EXEPiaoKRVHrlLahkiMvdlmhrWFclx5frn6IA0ob7W8hoCIfYYSsSeQ7u2l0WzUBcy0/fBVV12lbs/KytKN2zKZTBg0aFCtI/baGeBMJhO6du2KUp+tLjtchpLiEmXF9t8rcWrHKaUPqnBj57KdNf4mgdRk7G2afpi1auR70BfGPjZo9sb+hRdeQMeOHREXF4f+/fuHXDxIy4YNG9C/f3/ExcXh3HPPxUsvvdRIJT076itiHzigti6pOOGMfbhUHO3DRqCxDxex79Onj+78rLxarZEY+4SEhLARe20qzs6dOwEoM/uoZdUYewDIgHLe5A7JuvPYM+yw2jUDkZP8/w5l7O12u1rGyiKl8fbCiFm/zcIt225RNSqpOMzYy/40HJ951Rp7r0PpKJixd5E+HSPcAlVB6x1oUnEqTvpTjdjDhjqPfUDE3l3pRlWpb6zFWRh7rYGP1Njn71Tuw34z+yF1tBJpr2vE/qxTcaq5nuyRcXK30mnftPkmzDk2B3OOzcH8U/NxwbwLdOWuydgzAo29w+FAlW+dYucZ/TzezNj7lpMISbhUHFZHmjxir0vF8UVIRcQ+JgiXisP6JLa+Q02z4jC0bYCuXTErY4+IrXbl21d9U6DJBNXm1wP6fnjhwoU4deoUjh07hgMHDgT1rZs3b8a/X/g3gMgi9h6PBy6XS+1XU1JS0KZNGxSiELJBhsFtQDKS0aFDh6A+KH9XvhokiJQaU3E0gULWkng5M/ax7iubtbF///33cdddd2HhwoXIycnB8OHDcdlll6n51oHk5uZi7NixGD58OHJycvCPf/wDs2fPxscff9zIJY+c+sqxD2x8AiP2kS5Q5fV61RkCevTooTPjWmNfXFwcUcQ+XI59oLEPLC+gN/aMQGOfmJhYY8S+oqICu3Ypc7VrpzRjEaJAY991QldYEv0mKyEjATa7/0GJ5XsTUUhjz8oJAG7f7C3m5ASkdk3VldHtdqNSnRXHq8uvB/TGnq1MWhtjH5hjD/gNY1VplZrqYc+wqw8A4VJx2EOA0WpEq66t1G2Rdjp1MfYdL+qobjsbYy/Lsjo1qjZiT1R92SM19oX7CuGt8sKSaEHbwW2RlJmEpMwkJKT55622tlLq99kYe5PVBIfDod5n9Zljz8aCNH3EXgyejVXCpeKwz8zYRxKxB/RtABs4y1JrZJLVNEW2r9q3aoy9dkYcILgfTktLQ2ZmZshJLYxGI1JbK4GGSCL2gFK/mLFPTk5Geno6ZMgosZQAUPqeqVOnqn1Q9rXZMMWZ4K5w4/Sh08EXqAbV2Gue9It9KaHJycm6KR6YsZd9b/p5MPY8+EqJaurdmpDBgwejX79+ePHFF9Vt3bt3x4QJE7Bo0aKg/e+++26sXLkSv/76q7pt5syZ2LVrF7Zs2RLRNY8dO4Z27drh6NGjaNu2bd1F1MCS7D4wkBPx8fEwGkNHLFyuKrXhsVgssFoDp8MjuFxuVFX5I3lGo0lnll0uF6qqnDAYjeqCTqEh9VqJiYnqa0RAMcputxtutxtGowmyV4mOJMQnwOAz7cr+/sYuMdG/SqvX64XDoTQgCWypazZjgEZ/WZmSamAxWyAZDDpdFosVBoMBTmelqtNEJpBMiG9pg0HTYJMsq2MOGKmpqersOsn2ZLjLPSAonYEZZkgwIK5FHDwONzxu/6JBbpdb7YCkRL9bLi8rgwUWmGGBDK+y4JXJBKPRhKoqJxJBMMODClMCnKn6pcmLiopgdMv4k6/xL0UcjDDBHGeCNTkOXqcHlSVOGIzKjDBejwwXqmCymSE7vTCR/+/ohBNeeGBPTASV+copAbBIahoPK7f6vUkCeUgJlsb7NHkAqiRIBgBmzVOBDJCblHPaJf85rJEvEqUrh4NAXl/ufJgx1er+CRI8sm+edVY+nzYtRqNRWbyLSJdypb2n7Xa7amKD61EAbtKP74yXAFl5VlIeYCV4PG7IHlJ+G+3vqL26wYBKWIBSJTc3KSMJktcLo7MCXq8HTocTJphhNBlgS1XqbNWZKv/CPUYJ5XI5QEC8L03FYrfA7XEDBBxzZcJDJvSO340EY4VicmzKQx1VESSjhP0Vf0JBZSqSbA60tlWi4nSh+puxsSxms0XRI/vSFkzwPxh6oK5FLxkkxCfZAEmCt9Kj7B/q7weCBx5dBBXkOxcBJqMHPborY3g+WnkNpDgJMAAJpgKMGfktXG4zfs3NVo45y4WQjUYDjEaTek8YDBJMJjMAgtvtqf7hzmiElJgCCYBcVgJ42dScgDre2e3TBChhMlOI7QGYLWZY4s2AJKGqwgmPywtZ9sJgMCrn9f3m5uQUWJKS4Ha74Dh9GiaHLyjD6ov2dzECtgQrslo6IcmVyD/tRYkrEcmWMrRpZYTFHH7WNQYBOFGagEqPvx+SXV5UVbpgijPBbDXrtkMCJJMBzspKSJIEi8kCEJQ2mAieSg+IAGdVJRwuB+z2RJSXK8EEhzMOHgxA7h9/IAUtYYIJ8SkOtO10Ak5XKzg9XWCQ3Gjd8iCMBhc8bjeqXC5IAAwuAzxVXmVxQMjKPQ4gIcOOM6VnYKiU1B8xPjUeZeVlcDorkYAEdTtrx4wGA+Li4lDhcKC8rAxxcTa0SPYvchgObdtsjg/+bT1OD7xuL9xwwQUXEux2eD0eOJ1OmM1mJCYl4XRREaywwgQzvPDCGm+F2+GCBINSf12+NtIs1SoEW7R/PzyVlWg/YgTsGf6Vtr1eD1q0SMahtevg8AXv2l56MY6tWQsASO7aBZLBAIslfJAxEiSzDTN+0vstt9uN1atXY+zYsUHBv7pwNn6tKXxlY9NsB8+6XC5s374d99xzj277qFGjsHnz5pDHbNmyBaNGjdJtGz16NF577TW43e6QN1RVVZUuis3mXz969GijPL0W5+9GeXHop35B/XMCv2v+3TzIaeoCCBqVE7/V9xmVt1E/VbuPkipU6Pt/c+GXHexfH4F8Y7/LAHz4DqC41l1NUayoJbp+rV+QpvnkKAb2qzexYjbzAw+pjnqvV9FN32HfoVWIt3gVeUDOBuXfN41bi+fWAR4vULpvf71c155sUFNnGW63G4WFhfjjjz/q1dizGfxKS0uRlOQPIlqt1pBZEI3lK5uaZmvsCwsL4fV6kZ6uX+0xPT09aJ51Rn5+fsj9PR4PCgsL0SZEEuqiRYvw0EMPBW2/4IIL6lB6gUAgEAgEgqZhyWMR7HNnA1y4RMYjHTvWvF890rNnT93nBx54AA8++GDQfo3lK5uaZmvsGYGD/4goaFtN+4fazrj33nsxd+5c9bPH48Gvv/6Kdu3a6XLbmzNlZWXIzs7GL7/8gsTExJoPiAF41AzwqZtHzQCfuoVmPjQDfOrmUTPQcLplWcaRI0eQnZ2tGw9Y3ZhFoOF9ZVPTbI19amoqjEZj0FPUqVOngp6eGBkZGSH3N5lM6qC5QEK9shk6dGgdSt74sBXyMjMzda+jYhkeNQN86uZRM8CnbqGZD80An7p51Aw0rO6srKyI920sX9nUNNuQtMViQf/+/bFmzRrd9jVr1oRNkxkyZEjQ/l9//TUGDBjQLPOgBAKBQCAQCAQNDy++stkaewCYO3cuXn31Vbz++uv49ddfMWfOHBw5cgQzZ84EoKTRTJkyRd1/5syZOHz4MObOnYtff/0Vr7/+Ol577TXMnz+/qSQIBAKBQCAQCJoBPPjKZpuKAwCTJk1CUVERHn74YeTl5aFnz55YvXo12rdvD0AZEa2de7Rjx45YvXo15syZg+effx7nnHMOli5diquvvrqpJDQKVqsVDzzwQI15ZbEEj5oBPnXzqBngU7fQzA886uZRM9C8dPPgK5v1PPYCgUAgEAgEAoEgMpp1Ko5AIBAIBAKBQCCIDGHsBQKBQCAQCASCGEAYe4FAIBAIBAKBIAYQxl4gEAgEAoFAIIgBhLEXCAQCgUAgEAhiAGHsmykulwu5ublNXYxGh0fdQjM/8KibR80An7qFZn7gVXc0IIx9M+Tll19GWloannjiCRQVFQEAeJiVlEfdQjMfmgE+dfOoGeBTt9DMh2aAX93RgjD2zQiXy4WnnnoKL730EgYOHIiNGzdi8+bNAABJkpq4dA0Hj7qFZj40A3zq5lEzwKduoZkPzQC/uqMNYeybGW3atMG0adPw2WefISEhAe+99566ClosPxHzqFto5kMzwKduHjUDfOoWmvnQDPCrO6ogQZMhyzKdPn1at624uJi8Xi8REa1atYratm1Lr732Gsmy3BRFbBB41C00K8S6ZiI+dfOomYhP3UKzQqxrJuJXd7QjjH0T8fzzz1P37t1p+PDhNHfuXMrJySEiUisM++9VV11FF198Me3cubOpilqv8KhbaOZDMxGfunnUTMSnbqGZD81E/OqOBYSxbwIee+wxatOmDb3yyiu0aNEiGjx4MHXt2pWOHz9ORMpTssfjISKivXv3Utu2bWnRokXkcDiIiMjtdhORv2JFCzzqFpr50EzEp24eNRPxqVto5kMzEb+6YwVh7BuZkpISGjBgAC1evFjdtmfPHhoyZAhddNFFun1ZxZk3bx717duX1q9fT2vWrKGZM2eqFSha4FG30KwQ65qJ+NTNo2YiPnULzQqxrpmIX92xhDD2jYzT6aR27drRf/7zH3WbLMu0ceNGslgs9P777xORUmHY025FRQV16NCB0tLSSJIkmjNnjnpctMCjbqFZIdY1E/Gpm0fNRHzqFpoVYl0zEb+6Ywlh7BsB7c2dl5dHl1xyCd15553kdDrV7W63m6ZPn05du3bVHXvy5Em65557SJIkuvrqqyk3N7exil1neNQtNPOhmYhP3TxqJuJTt9DMh2YifnXHKsLYNwG33347DRs2jH744Qd1myzLtGbNGmrbti1999136va1a9dS69atadWqVeo2j8cTlU/Csaq7ujLFombW2IcrVyxqjgQedceyZlGv9cSi5prgUTMRv7pjBTGPfT3icDhw4MABuN1udRsRoaqqCosWLcJ7770HALjrrrtw7NgxfPbZZ+qqbZIkISkpCR6PB1arVT3+oosuwsmTJzFu3DgQEbxeL4xGY7NaDKK0tBTvvvsu1q9fD6fTqW53Op0xq7usrAw//vgjSktLdWWKZc0lJSW4+eabMXfuXAD+BUli/f7msV7zWKcBUa8BPuo1j3Ua4Lde84Yw9vXEww8/jF69emHixIn485//jE8++QSAUhlOnDiB//znP9i8eTMqKirQuXNn3HLLLfjqq6/wn//8Rz1HaWkpkpOTkZaWFnR+j8cDSZJgNBobTVMkPP7448jKysKzzz6Lyy+/HDfeeCMOHz4MAMjLy4tJ3Y899hjatWuHKVOmoHfv3njiiSfgcDgAAMePH49JzcuWLUP79u2Rn5+PoUOHori4WP0ulu9vHus1j3UaEPWal3rNY50G+K3XXNIk7wliiN9//53Gjh1LvXr1olWrVtHHH39MU6dOpaSkJN2rqPXr11N+fr762eVy0YIFC6hly5Y0evRomj17NrVs2ZJmz55NLperKaTUmhdffJGys7Np7dq15HA4aM2aNWS1Wmnbtm3qPrGm+4MPPqDOnTvTl19+STk5ObRkyRJKSEigxx57jEpLS4mI6JtvvokpzWfOnKHLL7+cli5dGnafdevWxZRmXus1j3WaSNTrcMRSvea1ThPxW695RRj7OrJixQoaPnw4HThwQN32+++/U+fOnWnFihXVHltVVUVffPEFzZkzh8aNG0cffvhhQxe3XpBlmaqqqujqq6+madOm6RrFfv360S+//FLt8dGom43+v+OOO2jEiBG6+XkXLlxIgwYNotdffz3s8dGomfH5559T69atiYjowIEDNHXqVJo7dy49/fTTVF5eHva4aNbMW73msU4TiXrNU73mrU4T8VuveUcY+zpy6NAh+uqrr3Tbjh49Sunp6bR169ag/d1ut25ASiiiZVGHQYMG0XXXXUf79+8nIqJJkyZRVlYW3XrrrbRy5UoqKSlR941G3aEG/4wZM4ZuvPFGIlIaPSJlie2xY8fSxIkT6ejRo+q+saL5pZdeovHjx9MXX3xBWVlZdP3119NNN91EcXFxNHXqVDp48KC6bzRqDgWv9TrW6zSRqNcM3uo1r3WaiI96LfAjjH0tWL58Oe3YsSPs97IskyzLtG3bNsrKyqJDhw4F7fPwww9TdnY2rVu3Lug7tthDcyNQN1tV7ptvvqHs7Gy6+OKLKT4+noYOHUovv/wyXXvttdS7d29auHChesxDDz0UVbqfeeYZuuyyy2ju3Lm0du1a3fbk5GT1M/st3njjDerZsyd9+eWX6nfR9rcOp3nVqlUUFxdH119/Pf3rX/9St69YsYIuuOACevjhh9Vt0aaZiM96zWOdJhL1mpd6zWOdJuK3Xgv0CGMfAXv37qULL7yQJEmiUaNGqRGdQNhT7AsvvEDnn3++7jsWMfnuu+9o+vTpdOzYsYYtdD0QiW6n00lLliyhSy65RDfn7axZs+iKK66gkydPEhHRxo0bm71uWZapuLiYrrrqKurYsSPdfffddPHFF1NCQgI9/fTT5HK56ODBg5Senk4PPPAAEZHuN8nMzKSnnnpK/Rztmp966in1bzpkyBCSJInefPNN3fGTJk2iadOmqQ1+NGhm8FiveavTRKJe81SveazTRHzWa0F4hLGvgaKiIlq4cCFNmjSJ3nrrLd3Ka+EYN24cLViwQP2ck5Oje9UVDUSqW5Zluvrqq+nxxx8nIn+HOH/+fOrUqRNVVFQ0arnrytatWykrK4t2796tbps7dy4NHjyYXn31VSIievDBB8lms9GRI0eIyN8RDBkyhGbPnt34ha4j1Wl+6aWXiIjorbfeIkmS6Mknn9R1CtOnT6cLLrig0ctcV3is17zWaSJRrxmxXK95rNNEfNdrQWiEsY+ATz/9lLZs2UJERDNmzKAuXbpQUVFR0H6yLFNhYSG1b9+evv/+ezpx4gRNmjSJJEmi//73v7p9oyFHrSbdrOO76qqraOTIkWrHcPDgQbrwwgt1r3IZzV33smXLqHPnznT48GF1W15eHk2ZMoWGDx9OJ06coMLCQrrgggto4MCBtHPnTiIi2rFjB3Xp0kW3cAcj2jWz/OJrr72WsrKy6P/+7/+osrKSDhw4QMOHD6fly5cHnbO5aybis17zWKeJRL1mxHq95rFOE/FbrwWhEca+Glhl0N7gx48fpxYtWuhyErVs2bKF2rdvT7fccgvFx8fT6NGj1QhQtFBb3du2baPExETKzs6ma665hlq2bEl/+ctf6PTp041W5rrCNH/66afUokULdeAY+w0++eQTOv/882nx4sVEpHSQvXr1ooyMDDVvcfLkyVEV9YhE85AhQ+iJJ54gIuVV7oQJE6hVq1Y0dOhQSkpKomuuuUadDjBa4LFe81iniUS95qVe81inifit14LqEcbeR0FBQY1PqKwSLV68mFq0aKGOMNeydOlSkiSJ+vXrR19//bW6nQ1iaW7Ul+4NGzbQ008/TXfeeSdt3Lgx6Nhowev1Urt27ejee+8lIv9gIafTSePGjaOpU6dSWVkZEREdOXKEvv76a1q0aJFOc7QRieYzZ84QEVFpaSnt2LGD3njjDTVCRBR9f2ctsVivayJW63S4ssVyva6L5mit1zWVK1brdH3ojsZ6Lagd3Bv7/Px8mjBhAvXs2TPiG9vpdFK3bt1o6tSp6jb2pL9nzx76+OOP1e2yLDfLkeT1oVuWZd1rXi2yLDe7V3kFBQW0cuVK9TV7OJYsWUI2m41+//13IvI3eA8//DB17do17HFCc/MhUt1aor1e14fmaKvTRMq0lPv27auxbLF0jwvNkRHtdZqofnRHY70WnD1cG/t58+aR0WikP/3pT9SyZUvatWtXxMeuXLmSrFYrvfnmm3TllVfSZZddRsePH9ft01yf/OtT9+WXX66b45moeebm3XfffZSSkkJ9+vQhi8VC//jHP3SDxbQUFhbSoEGD6NJLL1VnCiAiuv3222nixIkhG//mGO3gUTNR7XQHEq31uj41R0udJiL6xz/+QRkZGdSvXz8aOXKkzqgFEiv3uNBcveZAorVOE9Wv7miq14K6waWxf/PNN8lut1Pv3r1p69at9NNPP1G7du1o06ZNEZ+jsLCQ0tPTSZIkGjJkiG41u+ZKQ+jWLmLSXLnvvvuoV69etGXLFjp16hS9+uqrZDKZQg6qYvzyyy/UqlUrGjlyJD311FP02GOPUcuWLUMOKGuO8KiZ6Ox0a4nGel3fmqOhThMRzZkzh/r06UPff/89rVu3jubPn08mk4k++eSTsJHXaL/HhebINGuJxjpNVP+6o6VeC+oOd8a+pKSEZs2aRUuXLlW3uVwustvttGzZMiKq+Sn2+++/p5SUFOrQoYNuEYfm/PTLq+7CwkIaMGAALVq0SN2Wm5tLAwcOpIKCAiIKjlAxPRs3bqTbb7+dhg0bRv369aNVq1Y1XsHrAI+aic5OtxZe7m8t0aiZSEmnyM7ODprWr3v37jR48GD6/vvvg46J9ntcaPZTnWYtPN3fWqJVt6B+MIEDiAiSJAEAkpKS8Nxzz6mfiQhlZWUYNGgQcnJyMG3aNBgMhmrPV1lZicceewwzZ85Ut3m9XhiNxoYTcRbwqFurGQBatWqFw4cPo6KiAg6HA/Hx8Zg1axZkWcYzzzyDiRMnIjs7G2azWT2W/Q7Dhg3DsGHDUFRUhFatWqnnlGW5xt+qMeFRM1A/urXwcn9riQbNQLBuk8mEI0eOoE2bNuo2h8MBu92OAwcO4Msvv0SfPn2QkJCgfh9t97jQfHaatfB0f2uJFt2ChkEiImrqQjQkixcvxo4dO9C7d2+MGzcOPXr0ABDcoF188cXIzMzE8uXLw1aAUB2jx+OBydT8no941B1O8yuvvIJ//vOf6Nu3LzZs2IALLrgAo0aNwldffYXCwkLce++9uP7664POF6i7OTaMPGoG6lc3j/d3tGgG9Lovv/xy9OzZE/n5+bj55ptRXl6O9957DxkZGbj//vtx6NAhGI1GbNq0CTt27ECLFi2CzhcN97jQXDfNvN7f0aRb0IA0zouBxufYsWM0bNgw6tatG82YMYN69epFaWlptHr1anUf7Sj4Rx99lDp06NBUxa03eNRdnWaWhnD69Gm666676Prrr9elJgwfPpzuuOOOqHtFyaNmIj5186iZKLTu1NRU+uqrr4iI6LvvvqOsrCzq2rUrJSYmUocOHWjXrl10+vRpkiSpVrMDNReEZj40E/GrW9DwxOxj3LZt23Dq1Cl89913SE9PBwCMGzcOTz75JIxGI0aNGgUAatSiRYsWSEhIwG+//YZu3bo1WbnrCo+6q9NsMBgwevRoWK1WfPvtt3jkkUcgSRIqKyths9nQqlUr7N27t1m9jo4EHjUDfOrmUTMQXveiRYtgMplw8cUXY+PGjdi7dy8kScKYMWMAABs2bEBmZmZQ5DIaEJr50Azwq1vQ8ERfax8hGzduROvWrZGUlARZlgEor7zcbjfef/99lJaWQpIkeL1eAEB2djZyc3Nhs9masth1hkfd1Wn+4IMPcPr0acTHx0OWZXz++ecAAJvNht27d+P48eOYOnVqUxb/rOBRM8Cnbh41A+F1e71evPvuuyguLkZWVhbGjBmjmh4A2Lp1Kzp16oTOnTs3VdHPGqGZD80Av7oFDU/MGXvyDRk455xzcPDgQdhsNhgMBsiyjG7dumHChAnYvXs3NmzYAMAfue7evTskScK6deuarOx1gUfdkWj++eefsWnTJgDAvHnz8Morr2DkyJH461//ihEjRqBHjx6YOHFiU8qoFTxqBvjUzaNmIPK27LvvvgMASJKE33//HTt27MCCBQvwv//7v5g8eTJsNpt6ruaO0MyHZoBf3YJGpCnyfxqDffv2kd1uV+fqZYu1FBcXU+fOndXp4Vju6f79++m2225TV+iLVnjUXZPmf/3rX+q+H3zwAd133310yy230I8//qhub46LslQHj5qJ+NTNo2aiyNsyIiUfedCgQTRgwADavHlzk5S3PhCa+dBMxK9uQcMTtca+po6qtLSUZsyYQZmZmeo2trrcDTfcQKNGjWrQ8jUUPOquq+ZLL7007LFer7dZDizkUTMRn7p51ExU/23Z7t271X97vd5m+TAjNAcTi5qJ+NUtaHqiLhWH5YYHDhxhOWqMpKQkTJ8+HUajEbfddhsAZW5Yj8eDgoIC9O7dGwCCXmUFnqe5wKPu+tLcp08fAKE1GwyGZjWwkEfNAJ+6edQM1H9bxs7Xs2dP9bPBYGhWgwuFZj+xrBngV7eg+RA1s+KwTorlhi9fvhy//PIL+vXrh2uvvTZk59W/f38899xzmDBhAkpLS3HFFVfgwIED2LlzJ+bNmwcguPI1t06QR91CMx+aAT5186gZaDjdgfOxN6f52YVmPjQD/OoWNEOa8nXB2eBwOGjSpEnUtm1buuiii8hqtdKCBQuqPeadd96hq666ivr06UO9e/emb775ppFKW3/wqFto5kMzEZ+6edRMxKduoZkPzUT86hY0H6Jm5Vkiwm233YYWLVqgsrISjzzyCOLi4rBq1SpMmjQJn3/+OS677LKgY7RRrGPHjqFt27bqd0BwlKu5waNuoZkPzQCfunnUDPCpW2jmQzPAr25BM6Thnx1qD1sVlcEGidx9990kSRLddNNNuu+vvPJKGjRoEBUUFIQ8X+Agk8DzNxd41C0086GZiE/dPGom4lO30MyHZiJ+dQuig2Zl7GVZ1s3gcPz4cd33paWl1LVrV5o8ebJuVHhubi6ZzWZ64YUXonKkOI+6hWY+NBPxqZtHzUR86haa+dBMxK9uQXTRLIy9y+XSfd61axddcskl1Lt3bxo1ahR98MEH6nfLly8ni8VC27dvJyL/k+69995LLVu2pH379jVewesIj7qFZj40E/Gpm0fNRHzqFpr50EzEr25BdNKkxt7r9dIzzzxDs2fPVrctXbqU0tLS6G9/+xt98skn9OCDD1JcXBxt3LhRfVIeOnQojR07VlfZqqqqqGPHjrRx48ZG11FbeNQtNCvEumYiPnXzqJmIT91Cs0KsaybiV7cgumnyiP2MGTNo8ODBtH79eiIiuv/+++m9995Tv3/11VdJkiQaP348HT16lIiINm3aRBaLhVasWEFE/ifiaMpL41G30MyHZiI+dfOomYhP3UIzH5qJ+NUtiF6azNizG33nzp00ZswYmjJlCsmyTLt27SKPx0M//PAD9e7dm7Kzs+npp58mSZLoxRdfpKqqKiIiuuaaayg9PZ3Ky8t1523uFYdH3UIzH5qJ+NTNo2YiPnULzXxoJuJXtyD6afKIPRHRU089RQMHDqS33nqLiIhKSkrowgsvpLvuuouKioqIiGjYsGE0ZMgQ+vnnn4mIKD8/nz7//PMmK3N9wKNuoZkPzUR86uZRMxGfuoVmPjQT8atbEJ00qbFnT8THjx+niRMn0uWXX04nT56kr776ijIyMmjbtm1ERHT48GEaMGAASZJE9957L7nd7qYsdp3hUbfQzIdmIj5186iZiE/dQjMfmon41S2Ibpp0zXFJkkBEOOecczBhwgQUFBTgww8/RJcuXXDy5Ens3r0bubm5eOGFF3Ddddfhm2++wfz582EymZqy2HWGR91CMx+aAT5186gZ4FO30MyHZoBf3YIop6meKAKprKykW2+9lYYPH05//PEHzZs3jzIyMig5OZmys7MpJydH3Vc7j2y0w6NuoZkPzUR86uZRMxGfuoVmPjQT8atbEH00C2PPKsHatWtp2LBhtGDBAiIi+u2339SR6LEIj7qFZj40E/Gpm0fNRHzqFpr50EzEr25BdNIsjL2WhQsX0pAhQ2jNmjW67bE+kpxH3UKzn1jWTMSnbh41E/GpW2j2E8uaifjVLYgemjTHXgsRAQCuv/56WK1WbN++Xd0GAEajsamK1qDwqFto5kMzwKduHjUDfOoWmvnQDPCrWxB9NBtjzwapdO/eHVVVVcjNzVW3xTI86haa+dAM8KmbR80An7qFZj40A/zqFkQfzcbYA0rF2b9/P5xOJ3r06KFui3V41C0086EZ4FM3j5oBPnULzXxoBvjVLYgumpWxB4CPP/4Yw4YNw2233dbURWlUeNQtNPMDj7p51AzwqVto5gdedQuiB4ma2XskWZZhMDS7540Gh0fdQjM/8KibR80An7qFZn7gVbcgemh2xl4gEAgEAoFAIBDUHvHYKRAIBAKBQCAQxADC2AsEAoFAIBAIBDGAMPYCgUAgEAgEAkEMIIy9QCAQCAQCgUAQAwhjLxAIBLVg5MiRuOuuu7i9/ogRI/Duu+826jVPnTqFtLQ0HD9+vFGvKxAIBNGGMPYCgUDQgHz77beQJAklJSX1ctyKFSvwyCOP1F8Ba8Hnn3+O/Px8/M///I+6rUOHDpAkCZIkIT4+Hj179sTLL7+sfu/1erFo0SJ069YNNpsNLVu2xPnnn49ly5YBgHpsuP9PmzYNrVu3xuTJk/HAAw80umaBQCCIJkxNXQCBQCAQRE7Lli2b7NpLly7FjTfeGDSP98MPP4xbbrkF5eXleOONNzBz5kwkJydj0qRJePDBB/HKK6/g3//+NwYMGIAzZ85g27ZtKC4uBgDk5eWp53n//fdx//33Y9++feo2m80GALjxxhsxaNAgPPnkk0hJSWkEtQKBQBB9iIi9QCAQhKGiogJTpkyB3W5HmzZt8NRTTwXt8/bbb2PAgAFITExERkYG/vrXv+LUqVMAgD/++AMXXnghACAlJUWNQAMAEeGJJ57AueeeC5vNht69e+Ojjz6q8bjAVJwOHTrg0UcfVcvZvn17fPbZZygoKMD48eNht9tx3nnnYdu2bbpyb968GSNGjIDNZkO7du0we/ZsVFRUhP0tCgsL8c033+DKK68M+o5p79SpEx599FF07twZn376KQBg1apVuP322zFx4kR07NgRvXv3xvTp0zF37lwAQEZGhvr/Fi1aQJKkoG0AcN555yEjIwOffPJJdX8ygUAg4Bph7AUCgSAMCxYswPr16/HJJ5/g66+/xrfffovt27fr9nG5XHjkkUewa9cufPrpp8jNzVVNeLt27fDxxx8DAPbt24e8vDw8++yzAIB//vOfWLZsGV588UXs3bsXc+bMwQ033IANGzZUe1wolixZgqFDhyInJweXX345Jk+ejClTpuCGG27Ajh070KlTJ0yZMgVsPcLdu3dj9OjR+Mtf/oKff/4Z77//Pr7//nvccccdYa/x/fffIz4+Ht27d6/xd4uLi4Pb7QagGPd169ahoKCgxuNqYtCgQdi4cWOdzyMQCAQxCwkEAoEgiLKyMrJYLPTee++p24qKishms9Gdd94Z9ritW7cSACorKyMiovXr1xMAKi4uVvcpLy+nuLg42rx5s+7Y6dOn03XXXRf2OCKiP//5z7rrt2/fnm644Qb1c15eHgGg++67T922ZcsWAkB5eXlERDR58mS69dZbdefduHEjGQwGqqysDKlryZIldO655wZtb9++PS1ZsoSIiNxuNy1btowA0AsvvEBERHv37qXu3buTwWCg8847j2bMmEGrV68OeY1ly5ZRixYtQn5HRDRnzhwaOXJk2O8FAoGAd0TEXiAQCEJw6NAhuFwuDBkyRN3WsmVLdO3aVbdfTk4Oxo8fj/bt2yMxMREjR44EABw5ciTsuX/55Rc4nU5ceumlsNvt6v+XL1+OQ4cO1bqsvXr1Uv+dnp4OQEldCdzGUoS2b9+ON954Q3ft0aNHQ5Zl5ObmhrxGZWUl4uLiQn539913w263w2azYdasWViwYAFmzJgBAMjOzsaePXvwww8/4MYbb8TJkydxxRVX4Oabb661TpvNBofDUevjBAKBgBfE4FmBQCAIAfnSVqqjoqICo0aNwqhRo/D2228jLS0NR44cwejRo+FyucIeJ8syAOCLL75AZmam7jur1VrrsprNZvXfkiSF3cauK8syZsyYgdmzZwedKysrK+Q1UlNT1QGvgSxYsADTpk1DfHw82rRpo16PYTAYMHDgQAwcOBBz5szB22+/jcmTJ2PhwoXo2LFjxDpPnz6NtLS0iPcXCAQC3hDGXiAQCELQqVMnmM1m/PDDD6rZLS4uxv79+/HnP/8ZAPDbb7+hsLAQjz/+ONq1awcAQYNULRYLAGXaR0Z2djasViuOHDminiuQUMfVF/369cPevXvRqVOniI/p27cv8vPzUVxcHDQrTWpqaq3OlZ2dDQDVDtYNxZ49e9Q3IgKBQCAIRqTiCAQCQQjsdjumT5+OBQsWYO3atdizZw+mTZumm+oxKysLFosFzz33HH7//XesXLkyaI759u3bQ5IkfP755ygoKEB5eTkSExMxf/58zJkzB2+++SYOHTqEnJwcPP/883jzzTfDHldf3H333diyZQtmzZqFnTt34sCBA1i5ciX+9re/hT2mb9++SEtLw6ZNm2p1rWuuuQZLlizBjz/+iMOHD+Pbb7/FrFmz0KVLF3Tr1i3i8zgcDmzfvh2jRo2q1fUFAoGAJ4SxFwgEgjA8+eSTGDFiBK688kpccsklGDZsGPr3769+n5aWhjfeeAMffvghsrOz8fjjj2Px4sW6c2RmZuKhhx7CPffcg/T0dHXmmUceeQT3338/Fi1ahO7du2P06NFYtWqVmpoS7rj6oFevXtiwYQMOHDiA4cOHo2/fvrjvvvvQpk2bsMcYjUbcdNNNeOedd2p1LabriiuuQJcuXTB16lR069YNX3/9NUymyF8af/bZZ8jKysLw4cNrdX2BQCDgCYkiSSQVCAQCAfecPHkSPXr0wPbt29G+fftGvfagQYNw11134a9//WujXlcgEAiiCRGxFwgEAkFEpKen47XXXqt2xp+G4NSpU7jmmmtw3XXXNep1BQKBINoQEXuBQCAQCAQCgSAGEBF7gUAgEAgEAoEgBhDGXiAQCAQCgUAgiAGEsRcIBAKBQCAQCGIAYewFAoFAIBAIBIIYQBh7gUAgEAgEAoEgBhDGXiAQCAQCgUAgiAGEsRcIBAKBQCAQCGIAYewFAoFAIBAIBIIYQBh7gUAgEAgEAoEgBvh/jAsnOI4UTSUAAAAASUVORK5CYII=",
|
|
"text/plain": [
|
|
"<Figure size 800x400 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig = plt.figure(figsize=(8, 4), dpi=100)\n",
|
|
"ax = plt.subplot()\n",
|
|
"\n",
|
|
"time_axis = [t + PST_offset for t in times]\n",
|
|
"for key in fires:\n",
|
|
" fire = fires[key]\n",
|
|
" da_dt = np.diff(np.array(fire[\"area\"])) / 5 # 5 minute intervals\n",
|
|
" window_size = 3\n",
|
|
" da_dt_average = np.convolve(da_dt, np.ones(window_size)/window_size, mode='valid')\n",
|
|
" \n",
|
|
" plt.plot(time_axis[:-window_size], da_dt_average, label=key, c=fire[\"color\"])\n",
|
|
"\n",
|
|
"plt.title(\"Growth rate, 15 minute average\")\n",
|
|
"plt.legend(ncol=len(fires)//2)\n",
|
|
"\n",
|
|
"plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%h %d %H:%m'))\n",
|
|
"plt.gcf().autofmt_xdate()\n",
|
|
"\n",
|
|
"plt.ylim(0, 4)\n",
|
|
"plt.ylabel(\"growth rate (km$^2$/minute)\")\n",
|
|
"plt.xlabel(\"datetime (PST)\")\n",
|
|
"plt.grid()\n",
|
|
"\n",
|
|
"ax2 = ax.twinx()\n",
|
|
"plt.ylim(0, 4 * mi2_per_km2)\n",
|
|
"plt.ylabel(\"growth rate (mi$^2$/minute)\")\n",
|
|
"\n",
|
|
"plt.savefig(\"speed.png\")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "19e0678e-356b-457e-b9ca-5f141d4b8b57",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.12"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|