mirror of
https://github.com/xingyzt/fire.git
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351 lines
313 KiB
Plaintext
351 lines
313 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 260,
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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": 261,
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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, 9, 17, 36, 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": 262,
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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": 263,
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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 0x7bf7004365f0>"
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]
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},
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"execution_count": 263,
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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": 264,
|
|
"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": 267,
|
|
"id": "43b3243c-8442-4951-9c70-ec552be72b0e",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"fires = {\n",
|
|
" \"Palisades\": {\n",
|
|
" \"offset\": (-18, -5),\n",
|
|
" \"r\": 18,\n",
|
|
" \"color\": \"black\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Eaton\": {\n",
|
|
" \"offset\": (30, 10),\n",
|
|
" \"r\": 15,\n",
|
|
" \"color\": \"purple\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
" \"Hurst\": {\n",
|
|
" \"offset\": (-5, 25),\n",
|
|
" \"r\": 10,\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\": 6,\n",
|
|
" \"color\": \"orange\",\n",
|
|
" \"area\": [],\n",
|
|
" },\n",
|
|
"}"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 268,
|
|
"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": 269,
|
|
"id": "f26476cb-403a-4783-a5ac-60cbb76d628f",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"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",
|
|
" plt.title(\"Hotspot areas, max over 12 hours\")\n",
|
|
" plt.legend()\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": 270,
|
|
"id": "befa28a1-3e5b-4d22-b630-d6f65283c0b9",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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dOxcHDx5E9+7dzfbt0KFDuH//PgBAo9Hg5s2b+PXXXwHoXvAREREAgDZt2uB///sfmjdvDn9/f5w4cQJffPEFoqKiMH36dAdeLccTHx+P8PBwjB49GvPmzYNUKkViYiJu3bplsK0jrr8+zZo1Q8OGDfHee++BYRiEh4djx44dSE5ONrp9lSpV8OyzzyIxMREPHz7EtGnTDKymK1euxIABA9CvXz+MGDECtWrVQl5eHi5duoQzZ84ISgyZYuDAgUhMTESzZs3QunVrnD59Gl988YVBvcIpU6ZgzZo1GDBgAObNm4caNWrg559/xuXLlwGUl+gJDg7G119/jeHDhyMvLw8vvPACIiMjcf/+fZw7dw7379/H8uXLK+wXQXglbk4GIQiXcPbsWWbkyJFMTEwM4+fnx/j7+zONGjVihg0bxuzfv1+w7fDhw5mgoCCjx8nNzWXGjx/PREdHM1KplKlXrx4zY8YMprS01GDbqVOnMgCYjz/+WNDeuHFjBgDzzz//GOyzZMkSJiYmhpFIJIJyFN26dWNatGhhsP3w4cOZevXqVTh+AMzEiRONrluzZg3TtGlTxs/Pj2nQoAGzYMECZvXq1QZZnzdu3GD69u3LhISEMAAE5y0sLGRmzpzJNG3alJHL5UxYWBjTqlUrZurUqczdu3e57d5++21GJBIxly5dqrDPbKaxsT9+ZvIrr7zCNGrUiAkKCmJkMhlTr149Zvz48Vx5m4qoV68e8/TTTxu0G7tm6enpDADmiy++4NpMZd0aO2a3bt0MMmdPnDjBdO7cmQkKCmJq1arFzJ49m/n++++dcv2NkZaWxvTp04cJCQlhqlatyrz44otMRkYGA4CZPXu2wfb79u3j7sO///5r9Jjnzp1jXnrpJSYyMpKRyWRMVFQU07NnT2bFihXcNmzWrX62MMMwzIMHD5jRo0czkZGRTGBgIPPUU08xR44cMXr9Lly4wPTu3Zvx9/dnwsPDmdGjRzM//PADA4A5d+6cYNtDhw4xTz/9NBMeHs7IZDKmVq1azNNPP81s3rzZ7DUiCG9GxDC8qqgEQRBOpEOHDqhXr55FVh2CsJU33ngDGzZsQG5urslC6QRRWSDXLUEQLiE/Px/nzp3jZuQgCEcwb9481KxZEw0aNEBhYSF27tyJ77//HjNnziSRRxAgoUcQhIsIDQ0VTBVHEI5AJpPhiy++wO3bt6FWq9G4cWMsWrQIb731lru7RhAeAbluCYIgCIIgfBTPLjLFY8GCBRCJRJgyZYrZ7Q4dOoT27dvD398fDRo0wIoVK1zTQYIgCIIgCA/DK4TeyZMnsWrVKrRu3drsdunp6YiPj0eXLl2QmpqK999/H5MnT+ZKaBAEQRAEQVQmPF7oFRYW4vXXX8d3331ndJ5OPitWrEDdunWxZMkSNG/eHGPGjMGoUaOwcOFCF/WWIAiCIAjCc/D4ZIyJEyfi6aefRu/evfHRRx+Z3fb48eOCKu0A0K9fP6xevRoqlcrorAgKhUIQIK5Wq3Hp0iXUqVPH46dPIgiCIAhCh1arxb1799CuXTtIpR4vb1yGR1+JjRs34syZMzh58qRF29+9e9dgvsIaNWpArVYjJyfH6OTZCxYswNy5cx3SX4IgCIIg3MuJEycEUwpWdjxW6N26dQtvvfUW9u3bJ5hsvSL0J8hmk4qNTZwN6OZCTUhIEJy3ZcuW+PPPP40KQ3ehUqlw+PBhg/lRfQ0ap+9QGcYIVI5xVoYxApVjnL48xqysLHTu3NnA4FPZ8Vihd/r0aWRnZ6N9+/Zcm0ajweHDh/HNN99AoVAIJmIHgKioKNy9e1fQlp2dDalUanK+UD8/P8G8nmFhYQCAOnXqGMyr6E5UKhXS0tJQv359n/ty8qFx+g6VYYxA5RhnZRgjUDnG6ctjZN21FHYlxGOFXq9evXD+/HlB28iRI9GsWTO8++67BiIPADp16oQdO3YI2vbt24e4uDif+0ATBEEQBEFUhMcKvZCQELRs2VLQFhQUhGrVqnHtM2bMQGZmJn788UcAwPjx4/HNN98gISEBY8eOxfHjx7F69Wps2LDB5f0nCIIgCIJwN15t38zKykJGRga3HBMTg6SkJKSkpKBt27aYP38+li5diueff96NvSQIgiAIgnAPHmvRM0ZKSopgOTEx0WCbbt264cyZM67pEEEQBOFVaLVaKJVKo+tUKhWkUilKS0uh0Whc3DPX4M1jlMlkRsO2CPN4ldAjCIIgCFtRKpVIT0+HVqs1up5hGERFReHWrVsmKzV4O94+xipVqiAqKsor++4uSOgRBEEQPg/DMMjKyoJEIjFZEF+r1aKwsBDBwcE+m7nprWNkGAbFxcXIzs4GAI8qf+bpkNAjCIIgfB61Wo3i4mLUrFkTgYGBRrdh3br+/v5eJYKswZvHGBAQAEBXNi0yMpLcuBbiXXeZIAiCIGyAjUeTy+Vu7glhD6xIV6lUbu6J90BCjyAIgqg0UGyXd0P3z3pI6BEEQRAEQfgoJPQIgiAIwgdJSUmBSCTCw4cPAehKkoWHhzv1nN27d8eUKVOceg7COkjoEQRBEISHMmLECIhEIohEIshkMjRo0ADTpk1DUVGR1cd6+eWXcfnyZSf0kvBkKOuWIAiCIDyY/v37Y+3atVCpVDhy5AjGjBmDoqIiLF++3KrjBAQEwM/PD/n5+U7qKeGJkEWPIAiCIDwYPz8/REVFoU6dOnjttdfw+uuvY/v27Vi/fj3i4uIQEhKCqKgovPbaa1ydOWPou27PnTuHHj16ICQkBKGhoWjfvj1OnToFAMjNzcWrr76K2rVrIzAwEK1atTKYN76oqAjDhg1DcHAwoqOj8eWXXxqcU6lUYvr06ahVqxaCgoLwxBNPCGa5unnzJgYNGoSqVasiKCgILVq0QFJSkp1XjOBDFj2CIAii0sEW4OWj1WpRVFQEiUTi1BpzgYGBdmWPBgQEQKVSQalUYv78+WjatCmys7MxdepUjBgxwmKh9Prrr6Ndu3ZYvnw5JBIJzp49C5lMBgAoLS1F+/bt8e677yI0NBS7du3C0KFD0aBBAzzxxBMAgHfeeQcHDx7Etm3bEBUVhffffx+nT59G27ZtuXOMHDkSN27cwMaNG1GzZk1s27YN/fv3x/nz59G4cWNMnDgRSqUShw8fRlBQENLS0hAcHGzztSEMIaFHEARBVDqKi4vdJigKCwsRFBRk074nTpzAzz//jF69emHUqFFce4MGDbB06VJ06NCBm/miIjIyMvDOO++gWbNmAIDGjRtz62rVqoVp06Zxy2+++Sb27NmDzZs344knnkBhYSFWr16NH3/8EX369AEA/PDDD6hduza3z3///YcNGzbg9u3bqFmzJgBg2rRp2LNnD9auXYtPPvkEGRkZeP7559GqVStuHIRjIaFHEARBEB7Mzp07ERwcDLVaDZVKhSFDhuDrr79Gamoq5syZg7NnzyIvL4+bwzcjIwOxsbEVHjchIQFjxozBunXr0Lt3b7z44oto2LAhAF2B6U8//RSbNm1CZmYmFAoFFAoFJ1D/++8/KJVKdOrUiTteeHg4mjZtyi2fOXMGDMOgSZMmgvMqFApUq1YNADB58mT83//9H/bt24fevXvj+eefR+vWre27YIQAEnoEQRBEpSMwMBCFhYWCNq1Wi/z8fISGhjrddWsNPXr0wPLlyyGTyVCzZk3IZDIUFRWhb9++6Nu3L9avX4+IiAhkZGSgX79+UCqVFh13zpw5eO2117Br1y7s3r0bs2fPxsaNG/Hss8/iyy+/xOLFi7FkyRK0atUKQUFBmDJlCndshmEqPL5Wq4VEIsHp06cNpitjLY5jxoxBv379sGvXLuzbtw8LFizAl19+iTfffNOqa0SYhoQeQRAEUekQiUQG7lOtVguNRoOgoCCPmgc2KCgIjRo1ErRdvnwZOTk5+PTTT1GnTh0A4BIprKFJkyZo0qQJpk6dildffRVr167Fs88+iyNHjmDIkCH43//+B0B3ba5evYrmzZsDABo1agSZTIa//voLdevWBQA8ePAA//77L7p16wYAaNeuHTQaDbKzs9GlSxeTfahTpw7Gjx+P8ePHY8aMGfjuu+9I6DkQz/kkEwRBEARhEXXr1oVcLsfXX3+N69ev4/fff8f8+fMt3r+kpASTJk1CSkoKbt68iWPHjuHkyZMCIZecnIw///wTly5dwrhx43D37l1u/+DgYIwePRrvvPMO9u/fjwsXLmDEiBECgdykSRO8/vrrGDZsGLZu3Yr09HScPHkSn332GZcwMmXKFOzduxfp6ek4c+YMDhw4wPWBcAxk0SMIgiAILyMiIgKJiYl4//33sXTpUjz22GNYuHAhBg8ebNH+EokEubm5GDZsGO7du4fq1avjueeew9y5cwEAH374IdLT09GvXz8EBgbijTfewDPPPINHjx5xx/jiiy9QWFiIwYMHIyQkBG+//bZgPQCsXbsWH330Ed5++21kZmaiWrVq6NSpE+Lj4wHoYgEnTpyI27dvIzQ0FP3798fixYsddJUIABAxljjaKxG3b99GnTp1cOvWLUH2kLtRqVRISkpCfHw8l/7ui9A4fYfKMEagcozTF8ZYWlqK9PR0xMTEwN/f3+g2rorRcyfePkZz99FT39/uxvvuMkEQBEEQBGERJPQIgiAIgqh0HD58GIMGDULNmjUhEomwfft2i/c9duwYpFKpoDi0p0JCjyAIgiCISkdRURHatGmDb775xqr9Hj16hGHDhqFXr15O6pljoWQMgiAIgiAqHQMGDMCAAQOs3m/cuHF47bXXIJFIrLICuguy6BEEQRAEQVjA2rVr8d9//2H27Nnu7orFkEWPIAiCIAifoaCgAPn5+dyyn58f/Pz87D7u1atX8d577+HIkSOQSr1HPpFFjyAIgiAInyE2NhZhYWHc34IFC+w+pkajwWuvvYa5c+cazN3r6XiPJCUIgiAIgqiAtLQ01KpVi1t2hDWvoKAAp06dQmpqKiZNmgRAV5OQYRhIpVLs27cPPXv2tPs8zoCEHkEQBEEQPkNISAhCQ0MdeszQ0FCcP39e0LZs2TIcOHAAv/76K2JiYhx6PkdCQo8gCIIgiEpHYWEhrl27xi2np6fj7NmzCA8PR926dTFjxgxkZmbixx9/hFgsRsuWLQX7R0ZGwt/f36Dd06AYPYIgCILwUEaMGAGRSGTw179/f4v2T0xMRJUqVZzbSS/l1KlTaNeuHdq1awcASEhIQLt27TBr1iwAQFZWFjIyMtzZRYdAFj2CIAiC8GD69++PtWvXCtocEXdW2enevTsYhjG5PjEx0ez+c+bMwZw5cxzbKSfgsRa95cuXo3Xr1ggNDUVoaCg6deqE3bt3m9w+JSXF6K+ey5cvu7DXtjF9+nQsXLjQ3d0gCIIgPBA/Pz9ERUUJ/qpWrQoAWLRoEVq1aoWgoCDUqVMHEyZMQGFhIQDde3HkyJF49OgR906cO3cuAODBgwcYNmwYqlatisDAQAwYMABXr17lzslaAvfu3YvmzZsjODgY/fv3R1ZWlusvAGEXHmvRq127Nj799FM0atQIAPDDDz9gyJAhSE1NRYsWLUzud+XKFUEQZkREhNP7ag+XL1/GF198AQCYNm2am3tDEARROWAYBqpilaBNq9VCVaSCUqKEWOw8O4gsUAaRSOSQY4nFYixduhT169dHeno6JkyYgOnTp2PZsmXo3LkzlixZglmzZuHKlSsAgMDAQGi1WowcORLXrl3D77//jtDQULz77ruIj49HWloaZDIZAKC4uBgLFy7EunXrIBaL8b///Q/Tpk3DTz/95JC+E67BY4XeoEGDBMsff/wxli9fjr/++sus0IuMjPSqeISioiJ3d4EgCKLSoSpWYUGw/fXVbGFG4QzIg+QWb79z504EBwcL2t599118+OGHmDJlCtcWExOD+fPn4//+7/+wbNkyyOVyhIWFQSQSISoqCoBOzKampmLHjh04duwYOnfuDAD46aefUKdOHWzfvh0vvvgiAEClUmHFihVo2LAhAGDSpEmYN2+ePUMn3IDHCj0+Go0GmzdvRlFRETp16mR223bt2qG0tBSxsbGYOXMmevToYXZ7hUIBhULBLRcUFAAA1Go1VCqVqd0chlqt5v5t7nzsOlf0yZ3QOH2HyjBGoHKM0xfGqFKpwDAMtFot9+curDk/wzDo3r07li1bJmgPDw+HVqvFwYMHsWDBAly6dAn5+flQq9UoLS1FQUEBgoKCuPOw/2cYBleuXIFUKsXjjz/OtVetWhVNmzZFWloa17/AwEDExMRw29SoUQPZ2dluv3YMw0ClUkEikQjW8d+nRDkeLfTOnz+PTp06obS0FMHBwdi2bRtiY2ONbhsdHY1Vq1ahffv2UCgUWLduHXr16oWUlBR07drV5DkWLFjAxSzw2b9/P6pXr+6wsZjiv//+4/69a9euCs35ycnJzu6SR0Dj9B0qwxiByjFObx6jVCpFVFQUCgsLoVQqwTAMJtye4Ja+lKhLUJpfatG2KpUKfn5+iIyMNFh34cIFDBw4ECNHjsS7776LqlWr4q+//sKbb76JvLw8aDQalJaWgmEYwZRgLPn5+QKxpFaroVQqkZ+fj9LSUkilUsF+5o7lKpRKJUpKSnD48GEDYZeTk+OmXnk2Hi30mjZtirNnz+Lhw4fYsmULhg8fjkOHDhkVe02bNkXTpk255U6dOuHWrVtYuHChWaE3Y8YMJCQkcMuZmZmIjY1Fr169BJW1nUVqair37/79+xv8QmFRqVRITk5Gnz59uPgJX4TG6TtUhjEClWOcvjDG0tJS3Lp1C8HBwfD399c1hgm3YRgGBQUFCAkJcVgMnb3IZDJIpVKjBYCvXLkCtVqNpUuXcjGFbNIiWzQ4NDQUWq2W259hGDRt2hRqtRqXLl3iXLe5ubn477//0KZNG4SGhsLf3x8ikUhw3oCAAABweDFiaygtLUVAQAC6du1afh/LyMzMdFOvPBuPFnpyuZxLxoiLi8PJkyfx1VdfYeXKlRbt37FjR6xfv97sNvqTHbO/VKRSqUseaPxzSKXSCidKlslkXvugtQYap+9QGcYIVI5xevMYNRoNRCIRxGKxyUQL1iXJbucJiEQiKJVKZGdnC9qlUikaN24MtVqNb7/9FoMGDcKxY8e49yM7zgYNGqCwsBAHDx5EmzZt4O/vj4YNG2Lw4MEYN24cVq5ciZCQELz33nuoVasWnn32WcE14l8HY22uRiwWQyQSGf0sVvT+rKx4xifZQhiGEcTTVURqaiqio6Od2CPH4s64B4IgCMIz2bNnD6KjowV/Tz31FNq2bYtFixbhs88+Q8uWLfHTTz9hwQJhgknnzp0xfvx4vPzyy4iIiOCqPKxZswbt27fHwIED0alTJzAMg6SkJK8V8oRpPFb+vv/++xgwYADq1KmDgoICbNy4ESkpKdizZw8ACKYmAYAlS5agfv36aNGiBZRKJdavX48tW7Zgy5Yt7hxGhfDdAyT0CIIgCD6JiYlmC/dOnToVU6dOFbQNHTpUsLx8+XIsX74cgO49k5+fj6pVq3LvT2OMGDECI0aMELQ988wzZgsME56Jxwq9e/fuYejQocjKykJYWBhat26NPXv2oE+fPgAMpyZRKpWYNm0aMjMzERAQgBYtWmDXrl2Ij4931xCshr5ABEEQBEE4Eo8VeqtXrza7Xv8XzvTp0zF9+nQn9sj5kEWPIAiCIAhH4lUxer4OWfQIgiAIgnAkJPTcDMXoEQRBEAThLEjouRkSegRBEARBOAsSeh4EuW4JgiAIgnAkJPQ8CLLoEQRBEAThSEjouRly3RIEQRAE4SxI6LkZvruWXLcEQRAEQTgSEnpuhm/FI4seQRAEQRCOhISem+Fb8UjoEQRBEHxGjBiBZ555xqA9JSUFIpEIDx8+dNq5u3fvjilTpjjt+IRrIKHnZsh1SxAEQbgapVLp7i4QLoKEnpshix5BEARhD3PmzEHbtm0FbUuWLEH9+vW5ZdYy+Omnn6J58+Zo1qwZAGDZsmVo3Lgx/P39UaNGDbzwwgvc9ocOHcJXX30FkUgEkUiEGzduuGhEhCPx2LluKwt8cUcWPYIgCBfBMEBxsbBNqwWKigCJBBA70Q4SGAjwKi64iv379yMkJARbt25FUFAQTp06hcmTJ2PdunXo3Lkz8vLycOTIEQDAV199hX///RctW7bEvHnzAAAREREu7zNhPyT03AxZ9AiCINxAcTEQHCxoEgOo4opzFxYCQUEWb75z504E6/VVo9FYfdqgoCB89913KC0tRWhoKLZv346goCAMHDgQISEhqFevHtq1awcACAsLg1wuR2BgIKKioqw+F+E5kOvWzZDQIwiCIMzRo0cPnD17VvD3/fffW32cVq1aQS6Xc8t9+vRBvXr10KBBAwwdOhQ//fQTivWtnITXQxY9N0PJGARBEG4gMFBnWeOh1WqRn5+P0NBQiJ3turWCoKAgNGrUSNB2+/Zt7t9isdjg/aFSqYweh09ISAjOnDmDlJQU7Nu3D7NmzcKcOXNw8uRJVKlSxao+Ep4LCT03Q3X0CIIg3IBIZOg+1WoBjUbX7kyh52AiIiJw9+5dMAzDzbZ09uxZi/aVSqXo3bs3evfujdmzZ6NKlSo4cOAAnnvuOcjlcptcxIRnQULPzZDrliAIgrCH7t274/79+/j888/xwgsvYM+ePdi9ezdCQ0PN7rdz505cv34dXbt2RdWqVZGUlAStVoumTZsCAOrXr4+///4bN27cQHBwMMLDw51r6SScAt0xN0OuW4IgCMIemjdvjmXLluHbb79FmzZtcOLECUybNq3C/apUqYKtW7eiZ8+eaN68OVasWIENGzagRYsWAIBp06ZBIpEgNjYWERERyMjIcPZQCCdAFj03QxY9giAIwhSJiYlG27t37y54f4wfPx7jx48XbPP+++8bHIf/nnnqqaeQkpJi8txNmjTB8ePHre804VGQRc/NUIweQRAEQRDOgoSemyHXLUEQBEEQzoKEnpsh1y1BEARBuJ7Dhw9j0KBBqFmzJkQiEbZv3252+61bt6JPnz6IiIhAaGgoOnXqhL1797qms3ZAQs/NkEWPIAiCIFxPUVER2rRpg2+++cai7Q8fPow+ffogKSkJp0+fRo8ePTBo0CCkpqY6uaf2QckYboZi9AiCIAjC9QwYMAADBgywePslS5YIlj/55BP89ttv2LFjBzd1nCdCQs/NkOuWIAiCIBxHQUEB8vPzuWU/Pz/4+fk5/DxarRYFBQUIDw93+LEdCblu3Qy5bgmCIAjCccTGxiIsLIz7W7BggVPO8+WXX6KoqAgvvfSSU47vKMii52bIokcQBEEQjiMtLQ21atXilp1hzduwYQPmzJmD3377DZGRkQ4/viNxiNBTqVS4e/cuiouLERER4fFmTE+CYvQIgiAIwnGEhIRUOP2bPWzatAmjR4/G5s2b0bt3b6edx1HY7LotLCzEypUr0b17d4SFhaF+/frcNCn16tXD2LFjcfLkSUf21Sch1y1BEARhCxWVBLlx4wZEIhHOnj0LAEhJSYFEIsGjR49c00EfZMOGDRgxYgR+/vlnPP300+7ujkXYJPQWL16M+vXr47vvvkPPnj2xdetWnD17FleuXMHx48cxe/ZsqNVq9OnTB/3798fVq1etPsfy5cvRunVrhIaGcvVqdu/ebXafQ4cOoX379vD390eDBg2wYsUKW4bnUsh1SxAEQZhixIgReOaZZ4yuy8rKsiprtHPnzsjMzHSqtcubKCwsxNmzZzkhnJ6ejrNnz3Jz+s6YMQPDhg3jtt+wYQOGDRuGL7/8Eh07dsTdu3dx9+5djxfONrlu//zzTxw8eBCtWrUyur5Dhw4YNWoUVqxYgdWrV+PQoUNo3LixVeeoXbs2Pv30UzRq1AgA8MMPP2DIkCFITU3lJlzmk56ejvj4eIwdOxbr16/HsWPHMGHCBEREROD555+3fpAugoQeQRAEYQtRUVFWbS+XyxEVFSXISK3MnDp1Cj169OCWExISAADDhw9HYmIisrKyONEHACtXroRarcbEiRMxceJErp3d3hZcEfpmk0Vv8+bNJkUeHz8/P0yYMAFjxoyx+hyDBg1CfHw8mjRpgiZNmuDjjz9GcHAw/vrrL6Pbr1ixAnXr1sWSJUvQvHlzjBkzBqNGjcLChQutPrcr4Ys7ct0SBEEQlqLvuj1x4gTatWsHf39/xMXFGRTy1Xfd5ubm4tVXX0Xt2rURGBiIVq1aYcOGDa4cglvp3r07GIYx+GNFW2JiIlJSUrjtU1JSzG5vKa4OffOKrFuNRoPNmzejqKgInTp1MrrN8ePH0bdvX0Fbv379sHr1aqhUKshkMld01WrIokcQBOF6GAYoLha2abVAUREgkQBiJxYfCwwERCLHHrOoqAgDBw5Ez549sX79eqSnp+Ott94yu09paSnat2+Pd999F6Ghodi1axeGDh2KBg0a4IknnnBsBwkAutC3jz/+GPXr18fgwYPx3nvvoVatWggICEBeXh4uXLiAI0eOoE+fPujYsSO+/vprqz2i+jhE6B05cgQrV67Ef//9h19//RW1atXCunXrEBMTg6eeesrm454/fx6dOnVCaWkpgoODsW3bNsTGxhrd9u7du6hRo4agrUaNGlCr1cjJyUF0dLTR/RQKBRQKBbdcUFAAAFCr1VCpVDb33VL451AqlSbPyba7ok/uhMbpO1SGMQKVY5y+MEaVSgWGYaDVaqHValFUBISG6qs5MYAqTu9Lfr4WQUGWbctajUwZAtjxrFu3DhqNBt9//z0CAwPRvHlzZGRkYOLEidw2+h6k6Ohozl0JABMnTsTu3bvxyy+/4PHHH7drjM5Cq9WCYRioVCpIJBLBOrVa7aZeWY6loW/Lly/HmjVrbAp908duobdlyxYMHToUr7/+OlJTUznRVFBQgE8++QRJSUk2H7tp06Y4e/YsHj58iC1btmD48OE4dOiQSbEn0vuJxFrL9Nv5LFiwAHPnzjVo379/P6pXr25z3y3l9OnT3L///vtvlJaWmt0+OTnZ2V3yCGicvkNlGCNQOcbpzWOUSqWIiopCYWEhlEoliooAV4g6Y+Tn50OjsWxblUoFtVptMq6upKQE+fn5+Oeff9CiRQvBtqyYKCoqQn5+Pop5JsyCggJoNBosXrwY27ZtQ1ZWFpRKJRQKBfz8/Dw2jk+pVKKkpASHDx82EHY5OTlu6pXlbN682aLt/P39MWHCBIec026h99FHH2HFihUYNmwYNm7cyLV37twZ8+bNs+vYcrmcS8aIi4vDyZMn8dVXX2HlypUG20ZFReHu3buCtuzsbEilUlSrVs3kOWbMmCH4RZOZmYnY2Fj06tVLUHDRWfCFXVxcHPr06WN0O5VKheTkZPTp08dj3dCOgMbpO1SGMQKVY5y+MMbS0lLcunULwcHB8Pf3R0iIzrLGh2EYFBQUICQkxKyBwF4CA0Mtdt3KZDJIpVKTmbIBAQEIDQ01ul1wcDAAICgoCKGhoQgMDOTWhYSEYOHChVixYgUWLVqEVq1aISgoCFOnToVWq/XYzNzS0lIEBASga9eu8Pf3F6zLzMx0U69sx1keUT52C70rV66ga9euBu2hoaF4+PChvYcXwDCMwM3Kp1OnTtixY4egbd++fYiLizP7YNKfA4/9FSOVSl3yQOObniUSSYXnlMlkXvugtQYap+9QGcYIVI5xevMYNRoNRCIRxGIxxGUBeCEhwm107k0gOFjEbeNuRCIR129jsONp0aIF1q9fD4VCgYCAAAC65Az+NvxjiEQiHD16FEOGDOFKiGi1Wly7dg3Nmzf3mPHrIxaLIRKJjH4WpVKvSDvgcKZHlI/ddzI6OhrXrl0zaD969CgaNGhg83Hff/99HDlyBDdu3MD58+fxwQcfICUlBa+//joAw/o248ePx82bN5GQkIBLly5hzZo1WL16NaZNm2ZzH1wBJWMQBEEQ5nj06BFX743945f9AIDXXnsNYrEYo0ePRlpaGpKSkiqsOtGoUSMkJyfjzz//xKVLlzBu3DgDzxjhPFiP6HfffScQrZ07d8aZM2ccdh675e+4cePw1ltvYc2aNRCJRLhz5w6OHz+OadOmYdasWTYf9969exg6dCiysrIQFhaG1q1bY8+ePZxrU7++TUxMDJKSkjB16lR8++23qFmzJpYuXerRNfQAEnoEQRCEeVJSUtCuXTtB2/DhwwXLwcHB2LFjB8aPH4927dohNjYWn332mdl34Icffoj09HT069cPgYGBeOONN/DMM894fAFgX8FVHlG7hd706dPx6NEj9OjRA6WlpejatSv8/Pwwbdo0TJo0yebjrl692ux6Y3VrunXr5lAV7Aqojh5BEARhisTERJN12vTbO3bsyM3ywMJ/r3Tv3h0ajYYLUQoPDzc7hRrhXFiPaP369QXt9npE9bHbdZuRkYH58+cjJycHJ06cwF9//YX79+9j3rx5BqZlwhCy6BEEQRBE5YP1iP7999+cR/Snn37CtGnTHJZxCzjAohcTE4OsrCxERkYiLi6Oa8/NzUVMTAw0luaQV1JI6BEEQRBE5cNZHlF97BZ6ptyNhYWFBqnPhCH860euW4IgCIKoPHz88cf44IMPkJaWBq1Wi9jYWK4sjqOwWeixtedEIhFmzZolqM+j0Wjw999/o23btnZ30NfhW/HIokcQBEEQlYOMjAzUqVMHgYGBAo8ou65u3boOOY/NQo+dLJlhGJw/fx5yuZxbJ5fL0aZNG48vbeIJkOuWIAiCICof/NA3Po4OfbNZ6B08eBAAMHLkSHz11VceW0Xb0yHXLUEQBEFUPhiGMToDi6ND3+yO0Vu7dq0j+lFpIYseQRAEQVQe+KFvH374odND3+wWehXNZ2tP0eTKANXRIwiCIIjKg6tD3+wWetu2bRMsq1QqpKenQyqVomHDhiT0KoAsegRBEARReeCHvi1duhQh+pMuOxi7hR6rTPnk5+djxIgRePbZZ+09vM9DQo8gCIIgKh/169fH4sWLTa53lKHMbqFnjNDQUMybNw8DBw7E0KFDnXEKn4FctwRBEIQ5srOz8eGHH2L37t24d+8eqlatijZt2mDOnDno1KmTu7sHQCdapkyZgilTpri7K16D/vRzzvKIOkXoAcDDhw9pYmQLIIseQRAEYY7nn38eKpUKP/zwAxo0aIB79+5h//79yMvLc3fXCDtwlUfU7rluly5dKvj76quv8N577+Hll19G//79HdFHn4aEHkEQBGGKhw8f4ujRo/jss8/Qo0cP1KtXDx06dMCMGTPw9NNP48aNGxCJRDh79qxgH5FIhJSUFABASkoKRCIR9u/fjw4dOqBmzZp46qmncOXKFW6fc+fOoUePHggJCUFoaCjat2+PU6dOcev//PNPdO3aFQEBAahTpw4mT56MoqIiAED37t1x8+ZNTJ06FSKRyGjJEMIyWI/ohx9+6LBj2m3R0/cvi8ViREREYPjw4ZgxY4a9h/d5qI4eQRCEG2AYQFMsbNNqAXURoJYAYrvtIKaRBAIWiqHg4GAEBwdj+/bt6NixI/z8/Gw+7QcffIAvvvgCAQEBmD59OkaNGoVjx44BAF5//XW0a9cOy5cvh0QiwdmzZyGTyQAA58+fR79+/TB//nysXr0a9+/fx6RJkzBp0iSsXbsWW7duRZs2bfDGG29g7NixNveP0OFoj6jdQi89Pd0R/ai00BRoFXNlxxUERwWj1uO13N0VgiB8BU0x8ItwTlExgCquOPdLhYA0yKJNpVIpEhMTMXbsWKxYsQKPPfYYunXrhldeeQWtW7e26rQff/wxunXrhvz8fEyfPh2DBg1CaWkp/P39kZGRgXfeeQfNmjUDADRu3Jjb74svvsBrr73Gxd81btwYS5cuRbdu3bB8+XKEh4dDIpEgJCQEUVFRVvWpMrN06VLBMsMwyMrKwrp16xzqEXVajB5hGeS6NU/O5RxsHLwRADCbme3m3hAEQbie559/Hk8//TSOHDmC48ePY8+ePfj888/x/fffo3v37hYfhy8Mo6OjAegSPerWrYuEhASMGTMG69atQ+/evfHiiy+iYcOGAIDTp0/j2rVr+Omnn7j9GYaBVqtFeno6mjdv7piBVjJc5RF1iNDbv38/9u/fj+zsbAOxsmbNGkecwmch16158v6jYGOCIJyAJFBnWeOh1WqRn5+P0NBQiJ3turUSf39/9OnTB3369MGsWbMwZswYzJ49G0eOHAEgfH+oVCqjx2BdsQC4ODr2nT1nzhy89tpr2LVrF3bv3o3Zs2dj48aNePbZZ6HVajFu3DhMnjzZ4Jh169a1eiyEDld5RO0WenPnzsW8efMQFxeH6OhoCsK0ErLoEQRBuAGRyNB9qtUCUo2u3ZlCzwHExsZi+/btiIiIAABkZWWhXbt2ACBIzLCGJk2aoEmTJpg6dSpeffVVrF27Fs8++ywee+wxXLx4EY0aNTK5r1wuh0ajsem8hHOxW+itWLECiYmJVC/PRqiOHkEQBGGK3NxcvPjiixg1ahRat26NkJAQnDp1Cp9//jmGDBmCgIAAdOzYEZ9++inq16+PnJwczJw506pzlJSU4J133sELL7yAmJgY3L59GydPnsTzzz8PAHj33XfRsWNHTJw4EWPHjkVQUBAuXbqE5ORkfP311wB0dfQOHz6MV155BX5+fqhevbrDr4Uv4gqPqN1CT6lUonPnzo7oS6WELHoEQRCEKYKDg/HEE09g8eLF+O+//6BSqVCnTh2MHTsW77//PgCdIBg1ahTi4uLQtGlTfP755+jbt6/F55BIJMjNzcWwYcNw7949VK9eHc899xzmzp0LQBfbd+jQIXzwwQfo0qULGIZBw4YN8fLLL3PHmDdvHsaNG4eGDRtCoVCQ4cICXOURtVvojRkzBj///LNDa75UJkjomYdCAQiCqMz4+flhwYIFWLBggcltmjdvjuPHjwva+O+W7t27c8vse6Zt27aCbTZs2GC2H48//jj27dtncn3Hjh1x7tw5s8cghLjKI2q30CstLcWqVavwxx9/oHXr1oJgTwBYtGiRvafwaSgZgyAIgiAqH67yiNot9P755x+0bdsWAHDhwgXBOrLGVAzV0bMchmHoM0UQBEH4BK7yiNot9A4ePOiIflRayHVrOYyGgUhKQo8gCIKwn8OHD+OLL77A6dOnkZWVhW3btuGZZ54xu8+hQ4eQkJCAixcvombNmpg+fTrGjx9v0/ld5RGlgsluhly3lsNo6foQBEEQjqGoqAht2rTByJEjuQxjc6SnpyM+Ph5jx47F+vXrcezYMUyYMAEREREW7a+PqzyiNgm9hIQEzJ8/H0FBQUhISDC7LcXomYcsepaj1WghgcTd3SAIwouhH9TejSPv34ABAzBgwACLt1+xYgXq1q2LJUuWANAlwZw6dQoLFy60Sei5yiNqk9BLTU3lKm+npqaa3I7iqSqGYvQqgPcRIoseQRC2IpHofiQqlUoEBAS4uTeErRQXFwOAgZuTT0FBAfLz87llPz8/+Pn52X3u48ePG5St6devH1avXg2VSmW2T+7EJqHHV6EUo2cf5Lq1HEZD14cgCNuQSqUIDAzE/fv3IZPJjE5xptVqoVQqUVpa6twp0NyIt46RYRgUFxcjOzsbVapU4YS7MWJjYwXLs2fPxpw5c+zuw927d1GjRg1BW40aNaBWq5GTk8PNH2wOd3hEHRKjV1pain/++cegsrNIJMKgQYMccQqfhVy3lkMWPYIgbEUkEiE6Ohrp6em4efOm0W0YhkFJSQkCAgJ81iPl7WOsUqUKoqKizG6TlpaGWrVqccuOsOax6F8z9h1u6bV0h0fUbqG3Z88eDB06FLm5uQbrRCIRzX1XAWTRsxythoQwQRC2I5fL0bhxYyiVSqPrVSoVDh8+jK5du3qsG85evHmMMpnMrCWPJSQkBKGhoQ4/f1RUFO7evStoy87OhlQqRbVq1Sw6hjs8onYLvUmTJuGll17CrFmzDEya9rBgwQJs3boVly9fRkBAADp37ozPPvsMTZs2NblPSkoKevToYdB+6dIlNGvWzGF9cxQMwwgEMln0jMDTvmTRIwjCXsRiMfz9/Y2uk0gkUKvV8Pf39zoRZCmVYYzOolOnTtixY4egbd++fYiLi/Poa2m30MvOzkZCQoJDRR6gq1UzceJEPP7441Cr1fjggw/Qt29fpKWlISgoyOy+V65cEaj5iIgIh/bNUYwfPx6rVq3ilknoGSKweFKMHkEQBOEgCgsLce3aNW45PT0dZ8+eRXh4OOrWrYsZM2YgMzMTP/74IwDdO/ubb75BQkICxo4di+PHj2P16tUVTh9nDlOhbwAwePBgm4/Lx26h98ILLyAlJQUNGzZ0RH849uzZI1heu3YtIiMjcfr0aXTt2tXsvpGRkahSpYpD++MM+CIPINetMfjijix6BEEQhKM4deqUwAvIJkcMHz4ciYmJyMrKQkZGBrc+JiYGSUlJmDp1Kr799lvUrFkTS5cutam0CqDTOcOGDUNOTo7BOkeGvtkt9L755hu8+OKLOHLkCFq1amVgvpw8ebK9pwAAPHr0CAAQHh5e4bbt2rVDaWkpYmNjMXPmTKPuXE+ELHqG8MUdxegRBEEQjqJ79+5mDSyJiYkGbd26dcOZM2cccv5JkybhxRdfdHjomz52C72ff/4Ze/fuRUBAAFJSUgSZIiKRyCFCj2EYJCQk4KmnnkLLli1NbhcdHY1Vq1ahffv2UCgUWLduHXr16oWUlBSTVkCFQgGFQsEtFxQUAADUajWXGeMqVCqVyXOy7a7uk6vRH6dKWT5elcL09fE2KsP9rAxjBCrHOCvDGIHKMU5fHqNarXZ3F6zCWaFv+ogYO/2FUVFRmDx5Mt577z2n1eSZOHEidu3ahaNHj6J27dpW7Tto0CCIRCL8/vvvRtfPmTMHc+fONWj//vvvUb16dZv6ayn6c+o9//zzGDp0qFPP6W08PPYQN764AQBovqI5/KIclyZPEARB+A45OTkYM2YMbt26ZbVWcAejRo3Ck08+idGjRzv1PHZb9JRKJV5++WWnibw333wTv//+Ow4fPmzTjevYsSPWr19vcv2MGTMERQszMzMRGxuLXr16CerwuIL69esjPj7e6DqVSoXk5GT06dPHo7N77EV/nGmFabiBGwCAbl27IbxRxa57b6Ay3M/KMEagcoyzMowRqBzj9OUxZmZmursLVuGq0De7hd7w4cOxadMmvP/++47oDwfDMHjzzTexbds2pKSkICYmxqbjpKammq1WrT81CjttilQqdfmXQCQSVXhOmUzmc19OY7Dj5P+AkIglPjf2ynA/K8MYgcoxzsowRqByjNMXxyiVOmQOCJfhitA3wAFCT6PR4PPPP8fevXvRunVrgw+OrVN4TJw4ET///DN+++03hISEcEUKw8LCuHkK9VOflyxZgvr166NFixZQKpVYv349tmzZgi1bttgxQtdBWbeGUNYtQRAE4YvMnDkT8+bNc2roG+AAoXf+/Hm0a9cOAHDhwgXBOnum8Fi+fDkAXVYMn7Vr12LEiBEAYJD6rFQqMW3aNGRmZiIgIAAtWrTArl27TLpDPQ3KujWEL+6ojh5BEAThKzg79I3FbqHnrCk8LLFu6ac+T58+HdOnT3dKf1wBCT1DBEKPLHoEQRCEj+Cs0Dd9bBZ677//Pp555hl06NDBkf2p1JDr1hB+7Tyqo0cQBEH4Cs4KfdPHZqGXlZWFgQMHQiKRYNCgQRgyZAh69+4tSGwgrIMseoaQRY8gCILwRZwV+qaPzUJv7dq1YBgGR48exY4dO/D2228jMzMTffr0weDBgzFw4ECn16HzNciiZ4ggGYNi9AiCIAgvh/WIOiv0TR+7IgBFIhG6dOmCzz//HJcvX8aJEyfQsWNHfPfdd6hVqxa6du2KhQsXel1tG3dBFj1DyKJHEARB+BKsRzQ6OhpvvPEGkpKSBDN0ORqHpno0b94c06dPx7Fjx3D79m0MHz4cR44cwYYNGxx5Gp+FhJ4hNNctQRAE4UusXbsW9+7dwy+//IIqVaogISEB1atXx3PPPYfExETk5OQ49HxOy+mNiIjA6NGj8dtvv2HatGnOOo1PQa5bQ/jijly3BEEQhC/gSo+o1UKvpKTE6IkvXrxod2cqO2TRM4RctwRBEISv40yPqFVC79dff0WTJk0QHx+P1q1b4++//+bWDR061O7OVHZI6BlCrluCIAiiMuFoj6hVQu+jjz7CmTNncO7cOaxZswajRo3Czz//DIDcjo6ArqEhNAUaQRAE4Qu4yyNqldBTqVSIiIgAAMTFxeHw4cNYuXIl5s2b59CaL5UVsugZQlOgEQRBEN6OOz2iVgm9yMhI/PPPP9xytWrVkJycjEuXLgnaCdsgoWcIxegRBEEQ3o47PaJWFUxet24dpFLhLnK5HBs2bMCkSZMc2rHKCLluDaEp0AiCIAhvx5hH9LnnnsO1a9ec7hG1SujVrl3baHtpaSlkMhl27txpYJUaPHiw7b2rZJBFzxCy6BEEQRDeDusRbd26NYByj+jw4cOd7hG1eQo0lj179mDo0KHIzc01WCcSiaDRaOw9RaWBLHqGUIweQRAE4e240yNqd8HkSZMm4aWXXkJWVha0Wq3gj0SedZBFzxDKuiUIgiC8ndq1ayMqKsrouieffNKp57bbopednY2EhATUqFHDEf2p1JDQM4Tq6BEEQRC+QkJCAubPn4+goCAkJCSY3XbRokUOOafdQu+FF15ASkoKGjZs6Ij+VGrIdWsIxegRBEEQvkJqaipUKhX3b1M4MkHDbqH3zTff4MUXX8SRI0fQqlUryGQywfrJkyfbe4pKA1n0DKG5bglf5sEDoEsX4OWXgQ8/dHdvCIJwNgcPHjT6b2dit9D7+eefsXfvXgQEBCAlJUWgQkUiEQk9KyChZwhZ9Ahf5ssvgYsXgVmzSOgRRGWktLQU//zzD7KzswUaQCQSYdCgQQ45h91Cb+bMmZg3bx7ee+89iMV253ZUash1awjfikcxeoSvUVDg7h4QBOEuXFW1xG5lplQq8fLLL5PIcwBk0TOELHqEL6NUursHBEG4C1dVLbFbnQ0fPhybNm1yRF8qPST0DKE6eoQvQ0KPICovrqpaYrfrVqPR4PPPP8fevXvRunVrg2QMR6UHVwbIdWuIIBmDLHqEj0FCjyAqL66qWmK30Dt//jzatWsHALhw4YLdHarMkEXPEKqjR/gyCoW7e0AQhLtwVdUSu4Weq9KDKwNk0TOEYvQIX4YsegThfpYtW4YvvvgCWVlZaNGiBZYsWYIuXbqY3P6nn37C559/jqtXryIsLAz9+/fHwoULUa1aNavO66qqJXbH6K1fv97kunfeecfew1cqyKJniGAKNIrRI3wMEnoE4V42bdqEKVOm4IMPPkBqaiq6dOmCAQMGICMjw+j2R48exbBhwzB69GhcvHgRmzdvxsmTJzFmzBirz81WLXn06BFu3LiB9PR07u/69ev2Do3DIXPd7ty506B96tSpZkUgYQgJPUPIokf4MuS6JQj3smjRIowePRpjxoxB8+bNsWTJEtSpUwfLly83uv1ff/2F+vXrY/LkyYiJicFTTz2FcePG4dSpU1af21VVS+w++saNG/G///0Phw8f5trefPNN/PLLL+TWtRJy3RpCMXqEL0MWPYJwH0qlEqdPn0bfvn0F7X379sWff/5pdJ/OnTvj9u3bSEpKAsMwuHfvHn799Vc8/fTTVp/fVVVL7I7R69+/P1asWIFnnnkG+/btw5o1a/Dbb7/h4MGDaNKkiSP6WGkgi54hAtctWfQIH4OEHkE4noKCAuTn53PLfn5+8PPzM9guJycHGo3GoLxJjRo1cPfuXaPH7ty5M3766Se8/PLLKC0thVqtxuDBg/H1119b3U9XVS2xW+gBwCuvvIIHDx7gqaeeQkREBA4dOoRGjRo54tCVChJ6hlAdPcKXIaFHEI4nNjZWsDx79mzMmTPH5Pb8JAhA513Tb2NJS0vD5MmTMWvWLPTr1w9ZWVl45513MH78eKxevdqqfpqrWmLq/LZgk9BLSEgw2h4ZGYl27dph2bJlXJutinTBggXYunUrLl++jICAAHTu3BmfffYZmjZtana/Q4cOISEhARcvXkTNmjUxffp0jB8/3qY+uBpy3RpCMXqEL0MxegTheNLS0lCrVi1u2Zg1DwCqV68OiURiYL3Lzs42WcR4wYIFePLJJ7lk09atWyMoKAhdunTBRx99hOjoaIv76arwNpuEXmpqqtH2hg0bIj8/n1tvjyI9dOgQJk6ciMcffxxqtRoffPAB+vbti7S0NAQFBRndJz09HfHx8Rg7dizWr1+PY8eOYcKECYiIiMDzzz9vc19cBVn0DOHH5VGMHuFrkEWPIBxPSEgIQkNDK9xOLpejffv2SE5OxrPPPsu1JycnY8iQIUb3KS4uhlQqlE4SiQSA5xprbBJ6rlChe/bsESyvXbsWkZGROH36NLp27Wp0nxUrVqBu3bpYsmQJAKB58+Y4deoUFi5cSELPSyGLHuHLkNAjCPeSkJCAoUOHIi4uDp06dcKqVauQkZHBeQJnzJiBzMxM/PjjjwCAQYMGYezYsVi+fDnnup0yZQo6dOiAmjVrVni+jIwM1K1b1+L+ZWZmCqyTtuCQGD1X8OjRIwBAeHi4yW2OHz9ukD3Tr18/rF69GiqVyiDQEQAUCgUUPP9JQUEBAECtVkOlUjmi6xZz/PhxXL582eh0KGxfXN0nV6M/To2qfGJntdL198RZVIb7WRnGCNg3ToVCCkBU9m8VnFxlwWboXvoOvjxGtVpt9T4vv/wycnNzMW/ePGRlZaFly5ZISkpCvXr1AABZWVmCmnojRoxAQUEBvvnmG7z99tuoUqUKevbsic8++8yi8z3++OMYPHgwxo4diw4dOhjd5tGjR/jll1/w1VdfYdy4cXjzzTetHhcfEWODrdHVipRhGAwZMgQPHjzAkSNHTG7XpEkTjBgxAu+//z7X9ueff+LJJ5/EnTt3jPrO58yZg7lz5xq0f//996hevbrNfa4IhmEEpmKWwYMHY9SoUU47r7dx/aPryD+ly56KfD4SNYdW/IuJILyF118fgKIiOQBg8+bfIZOR1ZogbCUnJwdjxozBrVu3ULt2bXd3xyh5eXn45JNPsGbNGshkMsTFxaFmzZrw9/fHgwcPkJaWhosXLyIuLg4zZ87EgAED7D6nTRY9VyvSSZMm4Z9//sHRo0cr3NZY9oyxdpYZM2YIkksyMzMRGxuLXr162W0uNYdGozHaHhUVhfj4eIN2lUqF5ORk9OnTx6hl0lfQH+emlZuQD53Qa1C/AXrG93RzDx1DZbiflWGMgH3j1GrLH8F9+w5AQICje+cY6F76Dr48xszMTHd3oULCw8OxcOFCfPTRR0hKSsKRI0dw48YNlJSUoHr16nj99dfRr18/tGzZ0mHntEnoXbp0CZ988gn69+9foSL94osv7FKkb775Jn7//XccPny4QoUeFRVlNHtGKpWanINOv74OW3tHKpU69UugLzwbN26Mq1evAoDZ88pkMp/7chqDGycvbFEkEvnc2CvD/awMYwRsGyc/Rk8slsHTLxPdS9/BF8eonyThyfj7++O5557Dc8895/Rz2RQRwirSO3fuYPny5WjSpAlycnI4ofL666/j9OnTOHbsmM0ij2EYTJo0CVu3bsWBAwcQExNT4T6dOnVCcnKyoG3fvn2Ii4vzuA+0fuIFOwWKp2btuAuqo0f4MnzDvgkjP0EQhF3YJX+dqUgnTpyIn3/+Gb/99htCQkI4S11YWBgCyvwb+tkw48ePxzfffIOEhASMHTsWx48fx+rVq7FhwwaH989eSOhZBmXdEr6Kfiw8CT2CIJyBh+Z4AcuXL8ejR4/QvXt3REdHc3/8eeH0s2FiYmKQlJSElJQUtG3bFvPnz8fSpUs9srSKvtDz9Do87oJvxaM6eoQvUVIiXCahRxCEM/BYh7YlgicxMdGgrVu3bjhz5owTeuRYTAk9qqUnhCx6hK+iX0OPhB5BEM7AYy16vo6+kCXXrXEoRo/wVfRdtzaUACMIgqgQEnpugmL0LIPvriWLHuFLUIweQRBHjhzB//73P3Tq1IkrD7Nu3TqLyslZCgk9N0ExepbBF3cUo0f4EvoWPBJ6BFG52LJlC/r164eAgACkpqZys3QVFBTgk08+cdh5HCL0XKFIfQ2K0bMMct0SvopXWPTUxcCf/4Po9jZ394QgfI6PPvoIK1aswHfffScoAde5c2eH5hrYLfRcpUh9DXLdWgZf3JHrlvAlvELoXVoI3PgJ0uMvu7snBOFzXLlyBV27djVoDw0NxcOHDx12HruFnqsUqa9ByRiWQRY9wlfxCtdt0U1394AgfJbo6Ghcu3bNoP3o0aNo0KCBw85jt9BzlSL1NShGzzIoGYPwVbzCoqdVVbwNQRA2MW7cOLz11lv4+++/IRKJcOfOHfz000+YNm0aJkyY4LDz2F1Hj1Wk9evXF7Q7WpH6GhSjZxmUjEH4Kl5RXkWrrHgbgiBsYvr06Xj06BF69OiB0tJSdO3aFX5+fpg2bRomTZrksPPYbdFzlSL1NShGzzKoYDLhq3iF65aEHkE4jYyMDMyfPx85OTk4ceIE/vrrL9y/fx/z5s0TzPplL3Zb9FylSH0NEnqWIUjGoBg9wofwDtctCT2CcBYxMTHIyspCZGQk4uLiuPbc3FzExMRA46CHgt1Cj1WkH3zwAdLS0qDVahEbG4ugoCBkZGSgbt26juinz6Ev6ChGzzhk0SN8Fe8QehSjRxDOwtT7vrCwEP7+/g47j91Cz1WK1NegGD3LoBg9wlfxDqFHFj2CcDQJCQkAAJFIhFmzZiEwMJBbp9Fo8Pfff6Nt27YOO5/dQs9VitTX0Bd0IpEIAFn09KGsW8JXoRg9gqicpKamAtC978+fPw+5XM6tk8vlaNOmDaZNm+aw89ks9FytSH0NEnqWQXX0CF+FLHoEUTk5ePAgAGDkyJH46quvEBoa6tTz2Sz0XK1IfQ1TLloSekIoRo/wVUjoEZ6EVq3FxiEboS5VQ1moRPy38agZV9Pd3fJp1q5d65Lz2Cz0XK1IfQ1Tgo5i9ITwrXhaNV0bwnfQd916Zh09SsaoLPy7619cTbrKLf/Y60e89+g9N/ao8pCWloaMjAwolcIfVoMHD3bI8e2O0XOVIvU1yKJnGZSMQfgqZNEjPAlVsfADqchXuKknlYfr16/j2Wefxfnz5yESibj3PxvK5THlVVicrUh9DRJ6liEQemTRI3wIEnoEUbl56623EBMTgz/++AMNGjTAiRMnkJubi7fffhsLFy502HnsFnquUqS+Bgk9y+Bb8bQqEnqE70BCjyAqN8ePH8eBAwcQEREBsVgMsViMp556CgsWLMDkyZO5XAh7sXsKNFaR3rt3D4GBgbh48SIOHz6MuLg4pKSkOKCLvokpoUcxekLIokf4Kl5XXoWh759P4wAbw969e5GWlmb/gSoJGo0GwcHBAIDq1avjzp07AIB69erhypUrDjuP3RY9VylSX8OU5Y4sekIoGYPwVbzNoicCff98GXvfPWfPnkX//v0dcqzKQsuWLfHPP/+gQYMGeOKJJ/D5559DLpdj1apVaNCggcPOY7dFz1WK1Ncg161lCFy3JPQIH8L7hJ4ndpDwFMioYz0zZ87k3vkfffQRbt68iS5duiApKQlLly512Hnstui5SpH6GiT0LIMfl0dCj/AlvK28Cln0fBw7Xz0UdmQdKpUKn376KVauXAkAaNCgAdLS0pCXl4eqVatyeQ6OwG6hN3PmTBQXFwPQKdKBAweiS5cuqFatGjZt2mR3B30VitGrGIZhBOJOoyKLAuE7eLxFT+9HJ1n0fBt7jQyUeGkdMpkMFy5cMBB04eHhDj+XXa5bVpG2aNECQLkizcnJQXZ2Nnr27OmQTvoiZNGrGP2ZMDzKomfDfaJ7S/DxeKGnKRUskkXPx7Hz8aT2SJO0ZzNs2DCsXr3a6eexS+iZU6SONDv6IpSMUTH6ws5jhN6VK0Dt2sDXX1u8y/bt2xEdHc3NKEMQni/0SgSLYhJ6PsuRBUewffh2u47hzRa9ZcuWISYmBv7+/mjfvj2OHDlidnuFQoEPPvgA9erVg5+fHxo2bIg1a9ZYfV6lUonly5ejffv2GDduHBISEgR/jsJu1y2rSD/99FNH9KfSQBa9ivFYofd//wfcuQNMngy8+aZFuzz77LMAgAEDBqC0tLSCrYnKgMeXV9GroSdiPK2DhKM48P4Bu4/hrRa9TZs2YcqUKVi2bBmefPJJrFy5EgMGDEBaWhrq1q1rdJ+XXnoJ9+7dw+rVq9GoUSNkZ2fbNP4LFy7gscceAwD8+++/gnUeFaOnVCrx/fffIzk5GXFxcQgKChKsX7Rokb2n8EkoRq9iPFbo5eS4uweED+DxFj1G+OIi1y1hDm+16C1atAijR4/GmDFjAABLlizB3r17sXz5cixYsMBg+z179uDQoUO4fv06F09Xv359m87tKg+P3ULPVYrU1yCLXsXoz4ThMTNjPHpk865+fn4O7AjhzXi80NPqCz1P6yDhSXij0FMqlTh9+jTee+89QXvfvn3x559/Gt3n999/R1xcHD7//HOsW7cOQUFBGDx4MObPn4+AgABXdNtq7BZ6FHNkGxSjVzEea9HLz7d5VxJ6BIvHl1chix5hBZ7kui0oKEA+7znt5+dn9Nmbk5MDjUaDGjVqCNpr1KiBu3fvGj329evXcfToUfj7+2Pbtm3IycnBhAkTkJeXZ1Ocniuwu2CyMzl8+DAGDRqEmjVrQiQSYfv27Wa3T0lJgUgkMvi7fPmyazpsBWTRqxhfFHr+/v4O7AjhzZBFj/AlPMmiFxsbi7CwMO7PmAuWj773kWEYkx5JrVYLkUiEn376CR06dEB8fDwWLVqExMRElJSUGN3H3dht0XMmRUVFaNOmDUaOHInnn3/e4v2uXLmC0NBQbjkiIsIZ3bMLfaHXtGlTo+2VGX1hx2gZMFoGIrGbQwLsuEdk0SNYPF7o6SVfkEWPMIcnCb20tDTUqlWLWzb13K1evTokEomB9S47O9vAyscSHR2NWrVqISwsjGtr3rw5GIbB7du30bhxYweMwLF4tNAbMGAABgwYYPV+kZGRqFKliuM75ED4gu6nn35CYGAgALLo8TFmwdNqtJCIJW7ojWMgix7Bwgo9sVj328GD3pM69F23lHVLmIHvujVnEXMFISEhAmOPKeRyOdq3b4/k5GSuMgIAJCcnY8iQIUb3efLJJ7F582YUFhZy07/++++/EIvFqF27tmMG4GA8WujZSrt27VBaWorY2FjMnDkTPXr0MLmtQqGAQqHglgsKCgDoPrQq/Z/cDkSpVHJ9ffHFF/H7778D0AlAY+dl25zZJ0+AP05Fie6+iGViLhFDUaKADDK39Q+A4OzW3g+5XA6VSlUp7mdlGCNg+zhVKgkAMfz8GJSUiKBUaqDylIQjAFCVCj7rYhh/NvkSleEza80YrbkO/G2VSiXEYtdHhtkSJ5iQkIChQ4ciLi4OnTp1wqpVq5CRkYHx48cDAGbMmIHMzEz8+OOPAIDXXnsN8+fPx8iRIzF37lzk5OTgnXfewahRo3w3GcOTiI6OxqpVq9C+fXsoFAqsW7cOvXr1QkpKCrp27Wp0nwULFmDu3LkG7fv370f16tWd1tdTp04B0AnLpKQknDlzBgDw4MEDJCUlmdwvOTnZaX3yJJKTk1FyoyzeQQag7BmyZ9ceSALdaNHTasH+zlPL5WbvlTFKSkoE+1SG+1kZxghYP847dzoBiIREogIgx7///oekpEtO6ZstVNX8C/5TUwQt3UsfwpIxWvN8u3r1KvfvnTt3Qip1vbzIsaH01csvv4zc3FzMmzcPWVlZaNmyJZKSklCvXj0AQFZWFjIyMrjtg4ODkZycjDfffBNxcXGoVq0aXnrpJXz00Uc29Xn//v3Yv38/srOzDUK3HJXc4VNCr2nTplysGwB06tQJt27dwsKFC00KvRkzZggqUGdmZiI2Nha9evUS+PgdDeuirVq1KuLj47nl0NBQxMfHG2yvUqmQnJyMPn36QCZzr0XLmfDHmXshF1dwBQEhASgqLgIA9O7ZGwHhbvzVlJfH/VNSpYrRe6UPP0A3KioK8fHxleJ+VoYxAraPc8kS3Q+WkBAZCguB+vUbIj4+xlndtBpRTlWAV1RBBA3dSx/A2BjP4qzRbS15vrHwK3D069fPLfHImZmZNu03YcIETJgwwei6xMREg7ZmzZo55MfA3LlzMW/ePMTFxSE6Otpp7m6HCD1XKFJb6dixI9avX29yvX7aNZuSLZVKnfpFZ83aEokEMplMcC5z59Xf1leRyWQQi8qukbzcgicRSdw7fl7GrUgkqrAvjx49EsRt+Pv7G9xrX7+flWGMgPXjZGPy/P11D3eGkUAm86D4U72uiKCle+lDWDJGa64BP76cfa+5GndYEe1hxYoVSExMxNChQ516HruviqsUqa2kpqYiOjra3d0wgBXErOBj/0/JGOWwyRgSmQRiqRhatdb9JVb46fMWxK/s378fhYWF3DIlYxAs7MeH/Uh4XDIGlVchrICfdUvVIyxDqVSic+fOTj+P3ULPmYq0sLAQ165d45bT09Nx9uxZhIeHo27dugZBkkuWLEH9+vXRokULKJVKrF+/Hlu2bMGWLVsc3jd7Yb8IrDBm/09CrxxW1ImlYs8RevwHmAVCTz/7m8qrECweL/Qo65awAn4iBAk9yxgzZgx+/vlnfPjhh049j0PmunWWIj116pQgY5aNpRs+fDgSExMNgiSVSiWmTZuGzMxMBAQEoEWLFti1a5dVcQaughV0rCWPFXr0BSmHE3oyndADAI3KzS8b/tvYggyvkJAQwTIJPYKF/fiwHwnPE3pUR4+wHLLoWQY/J0Cr1WLVqlX4448/0Lp1awN396JFixxyTruFnjMVaffu3c1auPSDJKdPn47p06c7vB/OQN91SxY9Q9iSKqxFD/CA2TH4b2MbSjC4o+QA4Zl4vEWPXLeEFZBFzzJSU1MFy23btgUAXLhwQdDuyDA4m4SeOxSpL6FQKPDWW28BoBg9cwhctzIPEXr8B5haDTAMYOYLqf/AowcgweLxQo/muiWsgCx6lsHPTs7IyEDt2rUNDAAMw+DWrVsOO6dNQs8ditSX+Prrr5GVlQWALHrm0I/R47e5Df23sUYDmMn0IqFHmEJf6HnQnPA6SOgRVkBCz3piYmKQlZWFyMhIQXteXh5iYmIcNq2cTULPHYrUl7h58yb3b/1kDPqClOMVQk+lIqFH2ETZ5DgICtL93+OEnp7rVkyuW8IM/Jkx6DlnGaYMO4WFhQ6t0GB3jJ6rFKkvwXdvk0XPNEaFnruniNJ/gKlUgJlpb/TvJz0ACRZ9oedxs25RMgZhBST0LIcNfxOJRJg1axY31z2gs4z+/fffnKfUEdgt9FylSH0JflFHitEzjX4dPX6b29D/4VKBGYYseoQpPF/oUXkVwnJI6FkOG/7GMAzOnz8PuVzOrZPL5WjTpg2mTZvmsPPZLPRcrUh9CbLoWQZbSkUsFUNSNmOAxwm9Ct7OJPQIUygUuv97i+uWLHqEOZTsLxeAPHkVwIa/jRw5EkuXLjUow+VobBZ6rlakvoQ5oUdCoByPjNEz5ro1uzkJPcIQhvFCix7F6BFmIIue9SgUCmzcuBHdu3dH48aNnXYem4WeqxWpL8F33bK/fMiiZ4hHCj2y6BEOQKPRiT3Ak4UexehVdhiGsbh6Bgk96wkNDcWXX36JcePGISoqCt26dUO3bt3QvXt3NGvWzGHnsbt6K6tIr1696oj+VAr4Fj1Fmf+GYvQM8QqhRzF6hA3wvFxe5Loli15lg9FY/j7iu27pOWcZK1aswOXLl3Hnzh0sWrQIYWFh+Oqrr9CiRQtER0c77Dx2Cz1WkTZt2hQ1a9bEq6++ynWeMI5EIuH+XVpaCoAsesbwyCnQyHVLOAA2Pg/wZIsexehVdqz5YU0WPdsJCQlB1apVUbVqVVSpUgVSqRRRUVEOO77dQs9VitSX4E8Vw1r0KEbPEI+cGYNct4QD4Fv02Dw2EnqEp0FCz7m8++676NixI6pXr46ZM2dCqVRixowZuHfvnsHEFPZgd3kVFmcrUl+C/4XQF3pk0SvH4+e6Bch1S9gEK/TkcoCN5PA4161ejJ6YyqtUOqx53pLr1nq++OILREREYPbs2RgyZAiaN2/ulPPYLfTeffddHDp0COfOnUPLli3RtWtXzJgxA127dkWVKlUc0EXfg2/RY123FKNniEfG6JHrlnAAxoSex1n0qLxKpUerIYueM0lNTcWhQ4eQkpKCL7/8EhKJhEvG6N69u8OEn91Cz1WK1JfgfyEoRs80Hin0yHVLOAA2Rk8uL59Bz+OEHpVXqfSQRc+5tGnTBm3atMHkyZMBAOfOncOSJUswefJkaLVa9851y8dVitSXMOe6pS9IOR45BRq5bgkHwL4T/fy8yaJHQq+yQTF6zic1NRUpKSlISUnBkSNHkJ+fj7Zt26JHjx4OO4fdQs9VitSXMOa6JYueIcaybt1u0SPXLeEAvDFGj1y3vom5dw4JPedStWpVFBYWok2bNujevTvGjh2Lrl27IjQ01KHncUgyhisUqS9hzKJHMXqG8C16NAUa4UvwhR65bgl3wmhNv3MsraOXk5ODhw8fcsv0nLOMdevWOUXY6WO30HOVIvUl+EKPjWsgi54h/LluPcaiR0KPcABsjJ5XuW4Z+uz6IuaEnqXP27FjxwqWyZNnGQMHDnTJeewWeq5SpL6E2oiPhmL0DPHIZAz9+0MxeoQNeIfrlrJuKwOOEHp37twR7kfPOYt5+PAhVq9ejUuXLkEkEqF58+YYPXo0wsLCHHYOuwsmDxw4kESelaiM/HQni54hfKEnkuquj9tnxiCLHuEAvKK8Cif0dN89MblufRJHCD16ztnGqVOn0LBhQyxevBh5eXnIycnB4sWL0bBhQ5w5c8Zh53FIjJ4rFKkvYUzoUYyeIexDRiKTeI5Fj4Qe4QC8I0av7LMu8Qc0JQBZ9HwSEnruY+rUqRg8eDC+++47SMseBGq1GmPGjMGUKVNw+PBhh5zHboueqxSpL2HOdUtCrxxGrbsWHpWMQa5bwgEYi9HzONctG6Mn9tP9jyx6PolZoWdhwWT99xY95yzj1KlTePfddzmRBwBSqRTTp0/HqVOnHHYeu4Ueq0hv3LiBrVu3Ytu2bUhPT8fAgQMxZcoUB3TR9zDnuqUvSDkeGaNno0WP7i/Bx5jrVqs1/B3hVljXrUQn9ChGzzchi577CA0NRUZGhkH7rVu3EBIS4rDzOMSi5wpF6kvwhd7nn38OgCx6xuBn3YokZULJ0womWyj02O8HPQAJwLjrFvAw962eRU9Ec936JCT03MfLL7+M0aNHY9OmTbh16xZu376NjRs3YsyYMXj11Vcddh67Y/RYRdqsWTNBu6MVqS/Bum6XLl2KN998EwDF6BnDqEXPirkXnYKNrlupVAqVSkUPQAKA8ZkxAN3Hyc/PPX0ygB+jB7Lo+Sok9NzHwoULIRKJMGzYME4XyGQy/N///R8+/fRTh53HbqHHKtKFCxeic+fOEIlEOHr0KN555x2HKlJfgrXoRUREcG1k0TNEMDOGpEwIW1jA02mQRY9wAPy5bvlCz6MsepzrlhV6ZNHzRRxRMJmEnm3I5XJ89dVXWLBgAf777z8wDINGjRohMDDQoeexW+i5SpH6EqzQ47u7KYbLEI+06JHQIxyAV7puyaLnkzjCokfJGNajUqnQt29frFy5Ek2aNEGrVq2cdi67Y/RYRfrgwQOcPXsWqampyMvLw+LFi+HnMT4Iz4IVejLeT3my6BnCF3oKpc4EUlpU6s4uOV3o3frzFq7tuWZ7/wivgC/0xGLdH+BhmbeUjFEpINctsGzZMsTExMDf3x/t27fHkSNHLNrv2LFjkEqlaNu2rdXnlMlkuHDhAvfudyZ2CT2VSoUePXrg33//RWBgIFq1aoXWrVs73Ozoa/AtnywUo2cIJ/QkYmzavAkAcDjFMXWFbMaOGD3+sinWPLkGPw34CfmZ+bb3kfB4+DF6gIcWTWZj9DiLHrlufRFzQs/SAvXeLPQ2bdqEKVOm4IMPPkBqaiq6dOmCAQMGGM2G5fPo0SMMGzYMvXr1svncw4YNw+rVq23e31Lsct26UpH6EmTRsww2PkQsFePfa/+iHuoh46b5L5/TcaJFj3/vCzILEFqLZpzxVfgxeoBO6CkUnib09GP0vOflTViOOaGnLrXMxMwvI8UwjFfNdbto0SKMHj0aY8aMAQAsWbIEe/fuxfLly7FgwQKT+40bNw6vvfYaJBIJtm/fbtO5lUolvv/+eyQnJyMuLg5BQUEGfXMEdrtunalIDx8+jEGDBqFmzZoQiUQWXcxDhw6hffv28Pf3R4MGDbBixQqn9M0eKEbPMtgHkEgsgrbsJSMVO2QyF9txptDjPXDNPXwJ74fvugU8dHYMrdB1K6byKj4J+6yRBkgR0zNGsE5dYp3Qk0gkgmV3UVBQgPz8fO5Pwf6y0kOpVOL06dPo27evoL1v3774888/TR5/7dq1+O+//zB79my7+nnhwgU89thjCA0Nxb///ovU1FTBn6Ow+63pTEVaVFSENm3aYOTIkXj++ecr3D49PR3x8fEYO3Ys1q9fj2PHjmHChAmIiIiwaH9XYcx1SxY9Q9jEC77Qk8vk7uySU123/HgYtyedEE5FX+h55OwYjH4yBgk9X4T/g1ofVbFlvzzY95ZUKoVarXa70IuNjRUsz549G3PmzDHYLicnBxqNBjVq1BC016hRA3fv3jV67KtXr+K9997DkSNHBMYaWzh48KBd+1uK3UKPVaQA8O+//9rdIT4DBgzAgAEDLN5+xYoVqFu3LpYsWQIAaN68OU6dOoWFCxd6lNAz5rqlGD1DuAeQRAQGun/LpW4Wek606PGFHln0fBuviNHTkuu2MmBW6JVY9oH0tOoCaWlpqFWrFrdcUWKofvgZwzBGQ9I0Gg1ee+01zJ07F02aNLG7nwkJCSb74+/vj0aNGmHIkCEIDw+36zx2Cz1XKVJLOH78uIEJtl+/fli9ejVUKpVAWLEoFAqBWbegoACAzupmbKoyR8A/Lvtv1srHMIzR87JtzuqTp8AfJ2vV0mq15RY9qdyt10CsUkHCW9YqFNCY6Q/bV75LQ6VSGb2fylJl+X4Kldff68r4mbWUkhIJADEkEg1UKm3ZC1KEkhI1VCrPEPlSrRoiABrIIIFO6NG99H70x6hS6P4vEosMBJqiQGHRtdAXekql0i3XkH2PhoSEIDS04hjn6tWrQyKRGFjvsrOzDax8gE4fnDp1CqmpqZg0aRIA3dgZhoFUKsW+ffvQs2dPi/ubmpqKM2fOQKPRoGnTpmAYBlevXoVEIkGzZs2wbNkyvP322zh69KiBldIa7BZ6rlKklnD37l2jJli1Wo2cnBxER0cb7LNgwQLMnTvXoH3//v2oXr26U/pZVFQEAPjrr7+4D1heXh4A3YcmKSnJ5L7JyclO6ZOnkZycjId5DwEAJ0+d5IQeo2XMXh9n0+r6dTQAoJFKIVGrcfvGDaSa6c+lS5cAAMXFxdz/+f3n3091Qbnf7q/jf+Fi0UUH9949VKbPrKXcvNkBQDSuXr2ApKQbUCp7AQjGkSN/4v79B07rozV0L3mAMAA3MrLQEDqhR/fSd2DHWJqpK1ml1qiRm5sr2ObKxSsoSCqo8Fjs841Nwjhz5oxbZsbKycmxanu5XI727dsjOTkZzz77LNeenJyMIUOGGGwfGhqK8+fPC9qWLVuGAwcO4Ndff0VMTIzBPuZgtdHatWs5YZqfn4/Ro0fjqaeewtixY/Haa69h6tSp2Lt3r1XH5mO30HOVIrUUYyZYY+0sM2bMEIjVzMxMxMbGolevXgLTryNh3bQ9evRA8+bNAYATfAzDID4+3mAflUqF5ORk9OnTx6hl0lfgjzMrJAslKEGLVi04121QQJDR6+MqxLt36/4fGAjk56N2jRqINtOfs2fPAgDCw8Nx/fp1yOVyxMfHG72fRdlFuIALAIDH2z+OBn0aOHcwTqYyfmYtHeeyZToL7+OPt0B8fCzCwqS4exeIi+uMrl09xKK3dwaQD9Rv2BS4sgMiaOhe+gD6Y8y5lIPLuAy5nxzVqldDIQq5bevWrIu+8X3NHE2HvCzYNDAwEAUFBWjdurVbntOZmZlW75OQkIChQ4ciLi4OnTp1wqpVq5CRkYHx48cD0GmEzMxM/PjjjxCLxWjZsqVg/8jISPj7+xu0W8IXX3yB5ORkgfUxNDQUc+bMQd++ffHWW29h1qxZBp5Ka7Fb6LlKkVpCVFSUUROsVCpFtWrVjO7j5+cn8N/n5+vql0mlUqd90VmTdkBAAHcO9ovCMIzZ88pkMp99APGRyWQo03YoKS3hLHpiiN07fvaHQ9lnRqzRQGymP+wPDLbPWq1W0H/+/ZSIyp3CIkbkM/e5Mn1mLR1nSYnu/yEhUshk5UkZDCOFx1yqsixbiUxXF1XEaOhe+hDsGNmwEpFYBLFIWIhDU6qx6DqwBhV2W7HYPc9pW5IjXn75ZeTm5mLevHnIyspCy5YtkZSUhHr16gEAsrKyKqypZyuPHj1Cdna2gRHs/v37nBapUqUKlEqlsd0txu7yKl988QXmz59vVJF+/vnnCAwMxKxZs3D69Gl7T1UhnTp1MjC579u3D3FxcR71pTWXdQtQQgYLG6NXUFggcN26FTaGhf1x4MhkDF6mrUZBGY6+DCv02Nry7PvJs7Juyz6DlIzh05hLxrC2vIqnJGNYy4QJE3Djxg0oFAqcPn0aXbt25dYlJiYiJSXF5L5z5szhPDfWMmTIEIwaNQrbtm3D7du3kZmZiW3btmH06NF45plnAAAnTpywO/HDbqHHKlJ9HKFICwsLcfbsWe4ipqen4+zZs5y6njFjBoYNG8ZtP378eNy8eRMJCQm4dOkS1qxZg9WrV2PatGk2jMx5mCuYDHiX0EtKSsLYsWPxf//3fzhz5oxDj80+gPhCDxpdEc9D8w4hKzULgC4z7NC8Q7h71ng6vENhs279dS8/qNXA0qXAnj1GN7c161ajJKHny5SFNCEgQPd/j8y61SuvIqbyKj6JPeVV/vrqL+yasAtVlVUBeK/QcxcrV65Er1698Morr6BevXqoW7cuXnnlFfTq1YurAdysWTN8//33dp3HIa7bUaNG4csvv8Tjjz8OkUiEEydOYNq0aXYr0lOnTqFHjx7cMhtLN3z4cCQmJhqYVGNiYpCUlISpU6fi22+/Rc2aNbF06VKPKq3CMIzZKdDYbbyFMWPGICtLJ7jS09Oxx4TgsQW+0GNj9KAFjnxyBIfnH0bK7BTMZmbj2GfHcGjuIW7ZqegLvcOHgR07yjpseN9I6BHG0LfoeaTQ0yuYDLLo+SSc0BOJ0KBvA6QfSOfWmbPo5f6bi71TdOFYHWQdcBVXPaZgsrcQHByM7777DosXL8b169fBMAwaNmyI4OBgbhtb5tHVx26ht3LlSkydOhWvvPIKJ2CkUimGDx+OxYsXA7BdkXbv3t2s6ElMTDRo69atm8MtS45EzfPNGJsZA/AuoceWowF0FlhHwk6BVlxSXO66ZRjcPn5bsF3WmSyHntcs+q7bR48q2JyEHmEIK/RYi55Hu27JoufT8C16nRI6ISQ6BEX3i5A8LdmsRa/0YSn3bxmj+6VCFj3bCA4ORuvWrZ12fLuFnqsUqa/AF3q+4Lrlj8fRX272AVSiKBG4bvVFkEvnWmYtehUU4GThV4wHKpgCTVN+39UKT3rjE46Gdd16tEWP/c6JdZkiFKPnm/CFnkQmQZthbfDvTt3kB+YKJvPnwRUxumcw+5zzprluKwMOmzjU2YrUV+AXkTQl9Lzp1xBf6Dn6y80+gIpListdt4wRa5cLdZ6B67YC9C165kQ8WfQqD/oWPY8UepxFj4SeT1P2SOLH6EkDdM8rc65b/o9RMaMLPSKLnmdidzIGYR18ocd33XpyjF5hYaHRZBp+vCHgeKHHZqHyXbfQutmip++65WNk/OS6JfTJzS0XdPpCz6Nct1o267ZsrluGPpO+iLFkDFmg7gNpznXLt+iJQULPkyGh52L4Qo8NXAU813VbWFiIkJAQNG7c2GCdvrBzlkWvqKSoXOgxRtya7rDoGRN6RsQwCT2Cz/XrAH/CHf3yKh5l0SPXbaXAqNALKBN6Zly3/BJQrOuWkjE8ExJ6LoYtORMSEiIQd54q9NjSNhkZGQb9UuuZH5wVo1dcXO66FTEiz4jRM+a65c2ZzGKz0KM6ej7JunXCZfZj5NnJGKzQo8+kL0IWPd+HhJ6LYee01Z+pw1Nj9AJY3xKAEjawqAx9oedwi57GiEXPmOvWSP0np2HOdWuvRU9DFj1fh5ejhoAAgP3as8Z9j4phpxi9SoExoWdtjJ5+MoYnvcMIEnouh500Wl/oeWqMHn96OP3yKU4Xeqzrtrhc6Bmz6JHrlvAW+PO882dr8mihx8bokUXPJzHnutUoNYIfoHyMWfT4Uz0SngMJPRfDCr3w8HBBu6e6bvlfWH7NPMD5rlv2AWMg9BSmXbdOv3bmXLck9IgKYGPygPLMW6Bc6HnU+5ERxuiJyaLnk5hz3QKmrXr85zC5bj0bEnouxpRFz1OFHl/M6Vv0VHqR486y6BUWF5bH6MG8Rc/pAsmc69aCGD3A9P3lCz1jdfT+3fUvfor/CSlzUqzoMOFJ8H8b8f/NGvQ90qLHd9160LOJcAxGXbf+5c8rUwkZxix6lIzhmZDQczGWCD1P+pLwhV5FFj1XuG716+gxWkbwgOI/fJyCna5bfps+/ILJWqXhNofnHca13ddwaO4hFN0vsqbXhIdgaspvj3PdMrzPn5j3WacSKz6HMaEnEosgkes+lKYseoI6emTR82hI6LkYb4vRs0boOTzrtkz4FBYVckJPzIgFQk+j1HAFPwEXZKva6brltxlsW4Hrlj/lkLkgacJz8UqhJ5Hz2j2lg4SjMCb0AEAs072T+M8lPpR16z2Q0HMx3ua65Vvp3JWMUVgkdN0KzqnUQKMqP6/TLXp2Zt3y2wy2rUDoKQoURrclvAcj3n0Anij0eB0R84Ue/cDwNUwKPal5oUcxet4DCT0Xw5ZX8ZZkDE9w3WoZLWfRk0Mu2Eaj1AhEkdPniDXnurUwRs8SoWdsHMpCpdFtCe/Beyx6JPQqC6aEnkRWFm9ngUVPAt22NNetZ0JCz8V4c4xeRRY9Z2XdMmA4occ+UFgMhJ4Ri97169e56243znTdmqmjxzAMCT0fwHuEHsXoVRYcadGTSCQQQQTtHS13XML9kNBzMZYUTPYWi56rsm61KLfoGfRPoRY8cPRj9LKystCwYUNU5887ZQ9uct2qilWCWEQSet6Jd7puy0ttQEsWPV/DVqFnKkavH/pBtlqGlLkpTugtYQsk9FwMaxUL4VdOLYMVe54k9NwVo8cwDCdsGDDwDzBiQUPFFr3U1FSH9Ul3Qudl3ZoTesoCpcltCe+B/xE5cqT83x4t9EQSMCKJYTvhE1Qk9Pgx0HxMCb2O6AhAVyWA8AxI6LmY4uJiAMKpxVg8Uei5K+uWb/ZnwMAvQE9YlT2TKorR8+e5WPUtkDZh41y3bH0pfpvBtmbmuuUnYgCmH76EZ8MKvQ8+AJ56qrzd84Qe7zMqkuj+AIrR80FstugZKa/CzoxBeBYk9FyIVqtFaamuRIY5oeepMXqmhJ5crgvWdqhFT1/o+QuFnl+oblmj0AgeOPoWPXNTuNmEuyx6hWTR8wXYj4j+x4etruQxX32BRU8EiMo+vyT0fA5HuG4Bndjj/6AlPAcSei6EFXkAEMifC6kMtpaep1r0TLluWTHlTKEnlUsF6/1Cys6pZ9EzNz2aQ4SeE2P0+AWTyXXrm7BGX7kwedwDLXplHWEteZzQ85QOEo7C1jp6+s9aMcSQSqVQwkTGEeE2SOi5kBLe5Jbe4rrli7etW7fi77//5pZZV6hThB5/lghoDYSePLjMilhBjB5fqMbFxeHMmTP2dYwdo1Ra/nZmMSP0+L90b9++jV69emHixIno378/Hj58qNuW90DNu5aHy79dLj+0l1r0bn9/GytbrcRfX/3l7q44lGt7r+GHnj8g7788q/ZjPyLeJ/TYyXjJoudrONKiJ5VKUYpSo9sT7oOEngthhZ5MJhNYeFg8Uejpx+Ft3LjRYB3runVmjJ6+0GPnYqxI6PHj8rKzszF48GD7Osa+iSUSndjjYyZGTywWcxbb3bt348iRI8jMzMSBAwdw+LAuaFn/gZr6fXkiiX6MnjcIveLcYuTszEHulVz8tdi3hN5P/X/CjYM3sH34dqv2M+W69Tihx2a5swJPTBY9X6VCoaeqOEYPKHfdKmAitZxwGyT0XIi5RAzA82P0AKFwcqnrViYUVdw8jHrlVfQfPvoJGPfu3bOvY+y9EYsB/cBjMxY9vtDju/D5fdQXb/yEC2+06D249oD7tzf01xbyb+dbtb33WfTKXhGUjOGzOMqiJxVJIRaLBUKPXxuUcB8k9FwIa9EzJfQ8PUYPEIo5faEHOE6k8h8Q+hY9kaR8wm1rXLcAEBoaal/H+BY9G4WeqfqD7Jj9wnTXk+++NojRM/Er25PI+7fcrekN/bUFa4vCek2MntZUjJ5v3sfKjCMKJgOARCQxEHr8+bkJ90FCz4WwFj1jiRiAZ7pu9a10fOHkTKGnb9GT+5W/GUUSESR+xoWe/sNHX1Q5VOjpu27NCD2RSMQJPaXedux1ZB+orFua/4D1Rote7tXy2Ui8ob+2YK3Q8xqLnr7rtuz/IrLo+RwOs+iJdRY9hlfZvSS3RH83wg0YBooRTqMii54poff3338LxJQ+x48fR2hoKFq0aOGgnpajbxGrSOhpNBqD+MM///wT4eHhaNasmcXn1Rd6/PpMAoteBeVVHC70zLhu086exZGVK9GmTRt07NixbHNDi56yVIlmaAYppLiMyxYJPW+M0eO7bn217p+tQs/jY/QMXLdl32lKxvBqjhw5YjDPus1z3SqMCz0xz350dfdVVGtSDQV3CnA16Sq0Gi0a9G6A8Ibh+ocjnAgJPRdiqdDjW8Xu3r3LiYbt27cb7PPgwQN069YNVapUwd27dzkx4SjMCT39rFvA0AJ48+ZNPPnkkwCss1RybksRAKY84QMQCj39qcGcLvTMuG73796Nybt3Qy6XIzs7G2FhYUaFnuiaCK/gFQBAEpIMhZ6fb1j0HlznxeiR6xaAF7lu9bNuxTQzhrdz7do1dO3aFYDwXeIoix7ruuXPR753yl60G9kOO97Ygau7rgIAIltF4v/++T/7BkNYBbluXUhFrltjMXpXr17l/m1sZodbt25BpVLh/v37yMzMdGR3AVgWo8cXYfqu28uXL8MWuBdo2bPHlEVPXwApi4y7RVmc6bplr4JSqcSDBzqRY0zogVd3OhSh3DVlxS3rlubHKeoLJW8Qeqri8s+rN/TXJqyMsvAa1y1j3HVLyRjeC/9dwn/H2DoFmv532phFDwBKH5Wi8G55DdPCLAfUMyWsgoSeC7HFdcuP5+LX4WPJyysPeOd/kR2FtTF6+tvzhZ818XucRa/sEyqYWkdSbvUyEHp6SQv64tiUyLYYdgxGLHr8dzdnpTMi9LTK8usgg8wi1603Cj1B/9Vaj4o9dRSOct167swYeq5bsuh5LWFhYdy/WaMDYJtFj9GWz0Uukuj2Y8ur6As9rVprdtYfwvmQ0HMhtiRjPHr0iPu3flkOAMjNLQ94//fffx3STz62xOjx4Ys7hZE6c6bQt+jxrYYQA2K57qOrH7umL/xMZbjaDLu/kRg9/rubK5niKKFnpvSKp6LfZ28Qp9bis8kYpgomk0XPa+EXbedPZ2mL0OM/fyT+uuOasuhpVVrBD1X92D5PYNmyZYiJiYG/vz/at2+PI0eOmNx269at6NOnDyIiIhAaGopOnTph7969Luyt9Xi80LPmBqSkpEAkEhn82eo+dDS2xOjxhZwxi56rhB4rtKzNunWU0BO4bsU8122BeYueuTqANmEmRs9hFj0jMXreKJoMrJA+GKfnuzF6QtctQ8kYXo+pecttEXr8NvZZzNbRs8Si50nW/U2bNmHKlCn44IMPkJqaii5dumDAgAHIyMgwuv3hw4fRp08fJCUl4fTp0+jRowcGDRqE1NRUo9t7Ah4t9Ky9ASxXrlxBVlYW99e4cWMX9dg8ttTR47tmK7LoOcN1yz4c/P39AVQco2fO1Wus/6bg4tOMCD2Iy8VQ6mrhl+tQ8iE89dRT3Hn1hZ2+8LMavutWL0bvBQBP8c7z55d/ouvRrhiBERAx5eVVGHX5/ZVCalBHj43RE0wD52ahd3n7ZXwW/hk+DvgY6/uvt+hBrW919AZxai18oZcyMwUfB36MTc9uMnl9vM+iV/aKoJkxvB6rhZ6ZuW4FQq/MoscmY1Qk9MAIn23uZtGiRRg9ejTGjBmD5s2bY8mSJahTpw6WL19udPslS5Zg+vTpePzxx9G4cWN88sknaNy4MXbs2OHinluORws9a28AS2RkJKKiorg/if6cpG7CFtetuy16rAhhrXbGsm6lUil3jfWFHr/Ptlj0GJHu/3wxyYgZ1OpQy+h+MkaGY8eO4caNG4I+6vfZZtjxSySAkfvYn9tMjbRf0iDVSlEf9aHOUZcLPVX5/eVb9FgBaInr1tWi6crvV1D6oBTqUjX+2/sfinOKK9yHL2gB73A3Wwtf6KWuToW6RI3L2y9DVWT8c+Z95VXIdesr2GzRM2KJ5z9/2DAaidhCoQfnu28LCgqQn5/P/Zl69yiVSpw+fRp9+/YVtPft2xd//vmnRefSarUoKCgwKFvjSXis0LPnBrRr1w7R0dHo1asXDh486MxuWoUtyRh8IWfMIsa3+F2/ft1+i5Ue+u5ZY65bc0KPH/RrjUXPnOuWAYNWr7VC3afqGuwnL3OgsoJOvwSMXUKPYQB2f5kMqFaNW5VTZvFke6lWqwUPM22RtkKhZ02MnquFni1uWAOLno+4bvnXni/0+GEDqhLjnzNvdd1SMob34yzXLWv5k8ByoefshIzY2FiEhYVxfwsWLDC6XU5ODjQaDWrUqCFor1GjBu7evWvRub788ksUFRXhpZdesrvfzsJj6+jZcgOio6OxatUqtG/fHgqFAuvWrUOvXr2QkpLC1Q/SR6FQCNQ++wVQq9X2W3/0KCzUpZX7+fkZPTYr9BQKBbf+/v373PqSkhKD/fjr1Wo1rl69ikaNGjmsz2zWL+u6ValUXB/Y68aPP+P3HSgfM/vviq4pJ9AUuv+zVdb5VlkNNFCpVAitFwoc1bUxIgYiRsQJPfZasX0MDw9HVlYWlEql7fdVo+GEnIphIK5alasY9UAuR/XSUu4LVVpaKhB6qkcqk65b9pqplbrt2QenRq3h+squkwZIoS7RiUhHfz7NwZ6fRVGigL/K3+w++sJOUaKAn8p04W9vgV/Ch9EyUKlU0Cq0gpdXSX4J5FXkhvsqpQBEEIlU4N8+hhEBkEKt1kLlAZZPkVoBKQAGYqhVKojLfnFpVAowLvzcuRr9H4i+BP+HdkFBQfmzRVXmUQAjHHeZXlMpVAbXQ1mi+w6IpWKwD0GJSAKGYQyEnqJEYfCjr7SoFNJgx8sPVsympaWhVq1yr4+5CQeA8ncvC8MwBm3G2LBhA+bMmYPffvsNkZGRNvTYNXis0GOx5gY0bdoUTZs25ZY7deqEW7duYeHChSaF3oIFCzB37lyD9v3796N69ep29NwQNoYuIyMDSUlJButZUXXkyBGuJt5///3HrS8pKUFycrJgH/56APj5558RFxfnsD6zx2f7dv/+fa7vV65cAQDcvn2b237//v2IiorilvkBqgcOHBBsa44/j+mstpqyOTczMjLQCq0AAMWlxUhKSkJWbha3vVKuhJ/CD35lua8pKSm4desWl4jDWklzc3ONXntLECuVGFT2730HD6LxgwdoUrZcUGaKYYXg0aNHIX1Y/vX67/x/nOjkW3tkkOHKlStISkrCndt3AAC37+quUWlRKdfX7LvZunFIdOO4cukK8pPybRqHLWTeEtZoPJB8AH7R5h+e7AuEZX/yfvjV8H6hp84vH5dGrUFycrKgDQD2790P/1pCIazRAFrtEADA4cPJCAkp/xycOxcNoANych4gKemo8zpvIRGas+gMIL+wCClJSehY+gg1AFw8fw63Lnuui8pR6D9nfYG//vqL+3dBQQE3xnuX7gEAbmfeFjwbb9/SPYeuXrmKoqQiwbEU93TPMkbMoKhEt06r0uLixYsIhDCk5fjR41CUCF2nf+z5A/IIwx9C9pKTkwMACAkJsahmavXq1SGRSAyMR9nZ2QZGJn02bdqE0aNHY/Pmzejdu7ftnXYBHiv07LkBfDp27Ij169ebXD9jxgwkJCRwy5mZmYiNjUWvXr0EvwgcAduPtm3bIj4+3mB9QEAAHjx4gCeffBLt2rXD9evXkZaWxq0vLS1Fnz59BG7Md999FwBQrVo15ObmomrVqkaPbSvsF7969erIyMhAaGgod3w2A7px48Y4fPgwSktL0aVLF0Hyy6lTp7h/x8XF4amnnoI5VCoVkpOT0fGJjriCKxBLdL8O+dOnyfxkiI+Px4EjB5C7R+faZoIYQKGzkIkhxhNPPIEOHTrg8OHDAHTX5+7duwgMDLT9+vDcHX2ffhriW7eALVsAAHJNFQBF8IcEgAbt27fHZellKKETyPUi6yEoKAj379+HXFz+gJNBhvr16yM+Ph6/rv4Vj/AIDZs2RO6eXKgfqRH0dxAYLYPSf3W/xgNCAlBYWIiG9Ruie3x37jiFdwtxacsltPpfK/iHmbe02cLm7zfjEcpL/XR5sguqNzP9Q4hhGJzVnBW0dX2yK6o1qWZ8Bw/gbupdXN56GXWerIOG/Rua3K4gswAXcAGAzjrbu3dv7PhOGIjdOa4zotpFCdr4IbZPP90HwcHly2q17sdraKhjv7+2IrorAY4AoaFVEN8nHuLDK4B7QIsWzdCqkfv75yzY54/+c9YX4MdLJyUlYeXKlahRowaO/XMMWchC3Xp1BZ+9/Yf2Iwc5aFCvAXrG9xQcK+9aHi7hEmR+MgSGBeIhHsLfzx9t2rTBdVwHoKuvx2gYPB73ODJEGdCg3KrX9cmuCG/k+B8M1k4aIJfL0b59eyQnJ+PZZ5/l2pOTkzFkyBCT+23YsAGjRo3Chg0b8PTTT9vcX1fhsULP1hugT2pqKqKjo02u9/PzE5h18/N1VhKpVOrwLzpr0QkODjZ6bNZSyZ579uzZgvUlJSWQyWSCfVnXbYcOHbB7925kZGQ4tN9seRB+1i17fNZKJpfLObekRCIRnJ9f8FmtVlvcN4mYLevAcOdnHxQaRtcHvqBRBajgD90y676VyWRcH4OCgqzugwE8S7IsMBDgmeqlpbq3dhSqAdBZ3/hlVJhipnwKNE35caSQgmF0c/mysTLywHIheGzBMUEXZAFlfWeEcYtbXtiCzBOZuH30Nl761QmxInphOhKRxOx15Ltq2Ad+Rfu4m52jdyL7gu7efVD6AZfZrY9IqxfLpBVDXaAXG6uGwViLeEaRoCCZoDoP+wjSasWQyTwgdJr9rIp1zyKtRNdZiZiB1IPvoaPQf876Ij/88AM++OADiMsyq8VSsWDM3OefMfwsS8piN8VSMRfLJ4YYVatW5Vy3jIQBNLp2/Rg9MSN2yvXVn2fdEhISEjB06FDExcWhU6dOWLVqFTIyMjB+/HgAOmNQZmYmfvzxRwA6kTds2DB89dVX6NixI2eMCggIEBSl9iQ8VugB1t+AJUuWoH79+mjRogWUSiXWr1+PLVu2YEuZ1cXdsKJHrh+JXQZXZ61MXPHj7wDDrNu8vDwuGaNly5bYvXu3VQkPlqBfXsXarFt+MoZNdfTKkMvlKIFu/OqyWl5+IeUCXSVVQQ01pJBCDrlBrA2bAGNXsgo/TkUiAXhZVqoyp61fWcCKWq0WxGxpCjRGhZ4MMpSqdfdMPxnDGMYSNQAg84Tul+ylLZesG5OF6MfYVJRBy4/PkwXIoCxUenzW7aNb5RZLVbHKpNAzmE+5WAVNgcagTR/+x1//HeexM2Ow5VUkuu+/SOPY5wvhOvSffey7w5Yp0Njnj1gq5mbGkIgkGDRoEM7hnO64EgYiiNySjGENL7/8MnJzczFv3jxkZWWhZcuWSEpKQr169QAAWVlZgpJuK1euhFqtxsSJEzFx4kSuffjw4UhMTHR19y3Co4WetTdAqVRi2rRpyMzMREBAAFq0aIFdu3Z5hCsEqFjo6WfdsiKpQ4cOOHHihIGIY2P+atasiapVqwrO4SjMCT1Lsm754tSWrFs2GUMmkxkIPXlw+XVUi9VQQgkppPCDn4HQY0va2BVkze4rleqse7ysW3WZ0JOV9Vdf6KkLysur8C1CMshQqNYlrLAPQ7aOnjFMCT1nY23WLb9/0kAplIVKj866ZbSMIGtWX8zx0S8NoS5RG1j0jGXdsh9/f3+BcRiAJ2bd6pVXkZTFXWkqLqtDeCamisfbk3Urloq5pA2JSIKAgADIJDJAwxN6vJkx+MlknsSECRMwYcIEo+v0xVtKSorzO+RgPFroAdbdgOnTp2P69Oku6JVtsF8sUyZrfaHHiiQ2m0ffoscKvcaNG3Pi0dHZYqxwM1cwWSqVGlgjWWy16LHFg7VlPkP+NeOEXoih0AtEoMCix/aRteg5ROixfeEJPVXZV4n9QumXV+ELPbG23DUngYT7xcwWETVlSQJ0D0rA9ULPWosef70sUHe9PLlgcumjUoEVWaMwPT5jFj19oacuMXyRsR9/fyMhlB4n9FhfPTszhqSsJJTGsJYn4R04Uuix3299i55uB93/2MQx/nNQHiSHukTtURa9yoAHBINUHqwVeqxIYoUev2YeUF4guUmTJtwxHS30LKmjJ5PJLLboMQyD+/fv48GDB2bPq2/R41tBlZoyyyjPoqcUKbnEBznkBjNjOETosWNn40B4Qk9T5rKVlvVXqVAKqr+bEnoAoCnVXbOSPN21ssR162o3qLV1/Djrnah8iiRPdt2W5AoFDF/MqVQqQW1LfRGoLlFb5LplLXrGKj14nNAzcN2S0PN2TBWPr0jo6Rc+B3jeB5mkXOhBV15FxJRN5SnRbcP/LrE/+kjouRYSei7E2hg9fYvepUuXsG7dOm571qLHF3rOct06qmDyoEGDEBkZifDwcMycOdPkeQ/8cQAAUFikc2sKEjzKhJ4gRg8qKKAzmZhz3TokRo/tS5m7HADErOWR3bRUb+q1/HKhJ2GErlmNQoNz687h3j+6MgeWuG71H76smHIWtrpuRRKR2Qr7nkJxrtAlyVoh7ty5gxo1amDs2LHl6/QteqWGFr2KXLf6eJzQ0+q7bsuEnpqEnrei/+xj3xV2u27LPiL6SRdasRGhF0RCzx2Q0HMhtlr0evXqxW3Djw9gLXrOdN1aGqNnynWrPwXaoUOHuGW29IkxPv7oY93xygSUXC5H7NRYPMIjHA3Q1RnTt+ipUJYcAqnJZAyHum6lUuTF9UEmaiILusxuWdk91BcDmtLyZAwxo1c5XqFFxtHyWNM6neqY7AKbdav/8GUfoM7CVtetSCKCROa9Fr3FixfjwYMHWL16dfk6haHrVqvQGrTpw7puvcKip+e6ZYWeiCx6Xou1rltz31tBMkbZfmKRBUKPteiZCY0gHA8JPRdibTIGK5IaNWrEze/LZUoxjEtct+Zi9Kyd67a0tFRgcTRnfRSVVeLnJ2O0m9AOi7EYd0t16ez8GD0FFFz5FQkk3EON/b9DkjHYByVPqF8dOh/f4w2o2Ri9smelvhjQKsunQJPqhcYySoYrxdL7s94IrWO60KepZAy+6HVGLJzNrluJ+cnRPQV9ix77ItLPfAcMRby6RG1gYTUWo+dVFj1uqjN91y0lY3grTkvGYH8LQGJc6PG+C/Ig3XOKLHquhYSeC7HGoscwjGBuXDarlhV69+7dQ2FhIcRiMRo0aMCJR0933fL7Zyo5g2EYo0IvuKzCbGFhIRiGEYgbhVYo9JxaXoVXq4m13GjBijhdf9kp3Lgxqcvr6EkgdLNqFVpOGErkEu4BawxTyRjsL2UAKHngeKsLP+ZOsGxqey9z3bLxkSysmOPPNc1+do0lY7BCzy+0bE5lI65br7Lo6WXdMlI265Yset6K01y3vKxb/rYake4zxH0XRLwYYxJ6LoWEngupSOjx3Z/8UiQBAQGoVhb4z754WGtevXr14Ofn59ZkDL7r1pxFjz+RNmBalBYUFBgIPblcjpCQEF0bw6C4uFgQo6fWqM0KPYeWV+HdP/Yhxh6VFXoGFj2VlitMylr02AehVlk+T2qFQs+ERY+/rO+GdASs+4ZzvVjqupWKyufu9SbXbdn9u3fvHtfGfveMJWOwiTd+YWVCz0wyhndY9PRdt2Wdpjp6Xgv7vGaNAuyyTUJPZcR1qxejxz7f2B9GYqmYiyX2tPIqvg4JPRdijeuWL5ACAgIQXlacl7Xo8d22AJyejMGP0SstLcU777yD06dPc+dmLXr8GL0TJ04gPT2dW7ZU6N25c8eoRS8wMJC7RgUFBQIrlkajMSr09MurMAwjEKMXNl3A1v9txaVtFhQaNiL0WLeEoiymiRN6+nXYmPLyA6zQU0nKXCdKplzo+UkMHrh8TGXd8sXH4fmmYx9thX2wc6VSKrLoqcotemysjy2uW61Wi7lz52LPnj1W72sNBskYpWrs27cPJ0+e5NpYoWfgui0td92ys7WYK6/iXRY9ct16M4WFhXjvvfewdOlSzJo1C0D5j16lUglloRJ/LdbNgWtK6F3ddRV3Tt8RrOMsejK9ZAxVeVksNVMWPlP2fZHIJOUZ+GTRcykeX0fPl7DGdcu6PNnp0FiLXl5eHrRaLVcoOiYmBgBcWkdv3759WLhwIbdNRESEUdftnDlzBMdip5djsVboiUQiBAUFobCwEIWFhYiKKp9L9IH4AcKgm35GCqnJ8ipsm0SiKwWw5RXdrCmXt19G88Lm5i+GfnkVlFtuFCKNTszpWfQUUMAPujd7RHgEJJBwY1NL1YAaYFSMwKIn0q+my8OURY8vPs7/fB79l/ZHYDXh5OL2wJ7PVDKIqe1FknKLni2u282bN3OfI36JE0dT+kBoqdIoNJg8ebKgjRV6pY+E2wpctzZa9Dx3Zgz9gsnkuvUmFixYgM8++0zQFhAQgIcPH0KlUuHKjitce2B14fOC71n4Lu47zGbKp+Q06rrlxehpy/4D9Cx6fiT03AFZ9FwIKzqsseixv75Yi55Wq0V+fj63no1bc6XrlhVsTZs2xYYNG9C3b1+jrlt9Yae/bCpGLysri5svkZ91C5QLTnbf8efGY+gfQ/EQDy1y3fLHpCoqv1b8f5vEjOu2tOzc0rL+sg8ytrYfACxeuFgQn6eRlV0rdblFzliZFP4D11SMnr4rRFnoWMsua0Fkz29N1q1YYrvr9uLFi1bvYwv6wkxdqha4bYFyoffgmrAGJN916zsWPcq69QVYzw8ffgUCRX75M7j9G+0F24nNzLksyLqVldXRY8qFngYaaMp+LLDfBb7rloSeayGh50JYC5YlMXqsRY/9Uvr7+3NiKzc3l4vhY9tcWUePPXeTJk3wyiuvQCKRGHXdstv17dsXgOUWvczMTKMWPaBc6LHHrtG6Bhr0aqCbiQJlLgIzyRj8NlO100xizHVbrNunhDu3rr+scFOhXEBERUYhMjySW9ZIy2bE0LPo6cN3UZuyqBlzJzoSm123vBg9W1y3hYWFVu9jC/rCTFmsxMOHDwEATzzxBIDysIncqzrBFxQZBMDyZAzvitEzYdGjOnpeRVhYmEEb+yxUKpXcc6LFyy24jFgWc7HCAqEnLS+YzLfosTMYGRV6VF7FpZDQcxEMw1jlutW36AHgkhFyc3M5ixYrfFxVR0+r1XJ98+e9sYy5btk+sg8bS2P0srKyTAo9VnDqWwNVKpXZ8irGhJ5+AH6FVjAj5VXYF3pxWTwKWzhZWVKWoYlyAapRaBAo191PDTRc4ASjLhd6xqY/4ws9Y65bRssIYuLYczkSW123EJfX47LFdVtUVGT1PrbAWvRYi2XBg/LPaqNGjQCUW/Ry/9X9v0abGgCEMXrmXLfeZdETxugxXDIGCT1vIjTUsFQTPzGNfU4Ye+5YKvTY5xjfoqeFttyiR65bt0NCz0VoNBouxsgS162+RQ8QCj1TFj1nx+gB5S9fP94by5jrlu0jK/QuXLggOLYx1y3DMEZj9PRdt/ysZMBQ6Olb9PgJI9nZ2QAMLXp3Tt7BnVN3DEpt8E6i+7+RGL2SMhetpMzl9SjvEYAyF0ZZvzTKcqGnhpp7QBY+LETBQ52wqNB1a0To8S2RnOvQwRY9m1230vLyKra4bl1l0WMFe0BV3feNvR9hYWHczDQnT55ESV4J9wOhRusa3L76WbeOqKOnVCpx+vRpl10DAQYWPUrG8EbMWfRUKlV5ooS/+eeOPux3WSKTcK5bMSPm2o0lY5Dr1n2Q0HMRfAFmjUXPlNDTt+i5ynULlAs9YxY9vuuW7WOVKlUEx+S7gfVn0sjKyoJCobDaoqdWmy+vIpPJuGO0atUKjx49MhB0Pw34Cd89/h2WNlwKZZGR62gm67aYc93qxvMw7yEAQ6HnLy0TYjyhl5edh/Rruuzkg4cOGp6Xl5vBCT2edYxvveOEhgPLFzAMwwkZW7Ju7XHd8i16+p8VR8LeR/+quvtT+FAnrsLDw1G9enUAwJYtW7Djhx0AgODoYC54XV2sNnTdOmCu20GDBiEuLg6tWrVyaiKKUfRj9KiOnlcSFBRk0Ma36LHPCXssesZi9ASuW1boyai8irsgoeciLBF6xmL0+K5bVvQVFhYaWPSc7bo1JvT4bcZct2wf+/fvLzgmm0BirL8PHugC3fWTMVgXhKUWPX3XLZu1y3L69GmT9eZKH5ai4E6B4QpjrtuyF3pxmUWPdd0W5On210DDuW7VCjUCZGWFm6HmHpBSSLkkjesZ1w1Oyy97YNSix1rvROUzZDjSosc/l6WuW75Fz1GuW1PJO46AvY+sRa84X/f9q1atGp599lluu+sXdfcnuEYwJ3pVJSqD8irmCiZbatE7ceIEAODGjRuCcksuwUR5FRGjBrSOfcYQzsPYjyP2Gcq36LHPFT76Qk8w64WxmTH0XbdaYcFksui5DxJ6LoJvabMm65Zv0WP3KykpMWnRc3aMHlDuTuO3GXPdsn2sV68ePv74Y66dtUwChhZIdtxymW6srEWPzTrWz7plqch1K5VKBS9LrVZr4LoVHM+IRcao67aEdd3q/s+6bvMf6hJPDFy3ZZYRFVSCIGZW6JWqDAvS8gWqsaxb7le5v5QTYo6M0eMLNEtdt1x5FbF9BZNdJvTK7iNr0eMLvebNm2P8+PG6PhTq+iANkHLXQmDRs6C8iqUWPf59588w4xJMuW4Bsup5EcbeB3zXLRejZ0TosT/QWPgxzAKhV/a7V8yIK0zGYC2HJPRcCwk9F8F+4UQiEWf90qeiZAzWglZSUmLSoudo162lMXrmsm79/PwEgpVv0dN/ebPjDgkumwUDDCQSCTc+9px8ix5bBFnDlTiRGnXd8nn06JHZGSSMxViZd92WCb2yPhQ+0olhfaHnJykTAlAZtegZE3p8160xixr3q9xPygU7O9KixxdoNmXd2jEFGj9TW9+K60j0LXolhbrPBlu/kstULC7LnA+QlVv0SlVWlVcxZ9FjGN0fIHxJu96ip+e6FfM6TZm3XoOxKR/5BZO5GD0/w3cSm9jFYlLosb8FtEKLnqrM8mssRo+d25twDST0XERFNfSAipMx2H2Li4vNWvQcGc+jP20OYD5GjxWGWq2WE53+/v6CcQQEBHDb6wtTdtxBgbrYEgaMYF9jrlu2jxXF6PHJzc01K/TMWvSMuG6L9Fy34ErkqYUxepLyGD1jQq9EadgnvmWHe1AaE3r+Uu6XuSNjYGyx6Anq6NkRo8efa9aZFj39GD1Fke5cBkKvLHZTFijjRLe6xIhFz8byKkC5VY//GXefRa/sFSESQY2yZwAlZHgN5oReRRY9fa+AoqD8+8efGYOfjCGw6GlMJ2NQjJ5roZkxXERFNfSAcvfn22+/zT3kK7Lo6Qs91rollVp+awsKCjB69GjcuXMHNWrUwKpVq1CtWjXs3bsXWVlZAHRCTirVzThhSdYtX8D5+fkJxiGXy+Hn54fi4mKTrtsAv7Ipy8AYvQb8lz433Rmvjp5arcbOnTu52mf61yM3NxfBecHQRyzTTeNj7EXNj9G7e+4u/pj+B+f+ZYUem4zBCjeBRU+hgVxcFksJFfcruiKhx7foGZt/kiu27CfhXCPOiNETiUXc8a2ZGUMiLbsWVrpuN27ciLt373LLzrLoaVQarr+s0GMtd2zIAPdyLCkvw8KKXmN19NQlajAMIxDp5sqriHk/ubVa3feI/5J2X4xeuQLVwg+Akly3XoQxoce+M/gWPWPJGPozwAgsery5bhmJ7rMv1gqnQFNphBY9/hRoFzddRMO+DdFuVDvbB0dYDAk9F1FRDT2g3HJz5Ur5tDTsFGeA8Rg9fdctey5rhF5ycjI2b97MLQ8ZMgTDhg3Dl19+ybVFRUVxQs9YjJ6+RY//Uta36MnlcsjlcrNCz0+uG5e+0LPGovf5559z27AlMljy8vIQ+UDX5hfmB8Uj3fUMrR2Kh+kPzbtupVKcXnUa/+37T3c+fwkelpaXwJDAhNBTauAnLnfdspYuvtArVhpaS/jJGNwvYp6QM2bRc2SMHivQxFKxxW5YftYtG4toreuWH9cJOM+ix7/XrOtWVaq711WrVtW1l31+2W1lgTzXbbEKrCGXdd0CuvvCWv0A6yx6arXxkAbXoee6BaAW+UHOFABq19Q2JOynIoseP75Xn6i2UYJlZYF5162+Rc+Y67ZK/SrcMR5lPLJlSIQNkOvWRbCCxhLXLaBLWNizZw/eeecdro0VdcXFxSYteoD1CRnsDAAsjx49ErR/+umnqF69OiceLYnR47+UZTKZgVWOvQ6mYvRk0rJYMGgFItGcRU9f6LH9//rrrw3qSeXm5nIPLjZTFdAJPaBi123xfZ0gazemHQbtHIR8lL+IZSgXei+8/ALad9BNLaRRaiAXlVv0xH7isu1lXJZxscKI0ON9Lti+8n9d80skOCNGj/v1LhNbnFhhNOvWStetvrvSWRY9znorKne9sjFEbLY3+/nVlJbXE2RFHH8aKXZ/wPAzZEnBZEAn9PS/F25z3fJeERqUKVS1G+r6ETZhLhlDrVabjdGrUq8K/u/C/3HizJoYPQ00nEWPn3XbsF9DjDwyEi9teQktXm7hgBESlkAWPRdhjUUP0LmM+vXrJ1jPt+iZKpgMWJ+QoV+QlV1m/89OAcWKOWMxevquW74QFYlERi16xvpqLOu2IoueMaHHtzy2by+cwxEoE3plDy5+keLAakIXnQCe65aN76vfvT4C6wVCgXIRI4cI0rKvVlh4GLQPtMhGNtQKNWSisrguqLnz+qH8zW9M6PFdt/KQMqFYrIJWo4VYIjYeo+cE161EJrFYtHHrJbA561Zf2DlN6JUJMlmArLx8TZnQYxOH2M+vVlE+Qwhr0VPml3+Gpf5Szv2vbxW2xqKnP1a3uW7FfIteAMAAUJHQ8xZYi17t2rVx+/ZtAMJwINZybcyiBwCRLSJRtWFVPLzx0HiMnlQMRqpz3Yq0IqMzY5QVTtDV3BOJUPepug4aHWEpZNFzEZYkY4h5gTr8EiQsfIuefjKGRCLh9rfWoqc/NRm7zP6ffdmxFj1WQJmro6fvWtYXemy7qWQMvtCz1KLH/bIss+ix/Td2LXNzc7kHFz8+hR93ZQDPdcvG5gVWC4RarYYC5SLGD2LOoieRSwS1o2TM/7d33vFRVWkf/91pmQkDgYSQUJIASw0lUqULgkEBBRaQVaRIERUXKfJxESu44ipF2VfAStH1BX0BBXRZOgYQWap0ESIlhJDeM/V5/5jcmzstBVJm5j7fz4cPmTO3nN+de8597vOc85zicJ9sjJ7c0MsrdH+IevLoAYAlv9jAlY3Rkzx6lTjY+V5Dt3c761b8jcWXmKoO3WoMGuleIIvj6STeO+I9KF5rbbDW472i1qklT5/ry4J/efQ8hG4lj56HHJOMTyIaevLEyU6Gnjjm1MMYPZGg2sV9tbfQbfGuKrtz6NYO5/ZeWgJmpmphj141UZ7JGPIHujwFiUhpHj3x2CaTqUxDj4hw5MgR3Lp1Cw0aNHAz9Fw9euLDzjV062mM3o0bN7Bp0ybpwShu4zoZQ+7RO3/+PC5cuACj0Sil0xBDtxUZoydoBMBWYuiJ9Zdfyzqog8ZojLRDaSgsDrfKPXpmcvxOZ06cQdTNKBw7dgw2mw29evVCQ1noVlxVwxBmQKY1E2aZoaeX5cVzNfTEcgss0ARpYIPN2aNXVLpHT6PXQFALIBvBnGdGUJ0gJB1Nkr4rzaNXmFmIP/b/ARAQ1TsKxgj3e8wTnkK3ZRltlRG6lS+hl5aWVi6PXubVTBARQv8UWu7zePLoiT+neO+L9yCZHQagPHQrR6VRQRushSnH5Pay4JcePcHFowdw6NaPEPtGeR8o77dLS5gsIr5cXt11FV2f7QrAedatfDJG8gnH5D077FKERUTsO5jqhw29aqKiodvSPHqeEiYDDgPKZDKVGbo9cuQIevXqJX1u1aqVVDfRE0ZEXj16pYVu//GPf3iss6tXTjT0bt26hfj4eKnOosEo9+i1bt3a7XiePHqCRgBMjskNcmNYfi0nYRJC4WwENGjfACm/pgAAvv/xe7RFW2z4agOmfzVd2qZDhw74dcAAFF8oKXQbHBaMO9l3YAfBBhXUsDt79IKcDT2VzXGdrLBCrVc7GXpWWFFQWPoYPUEQoDPqYMo2wZRrAt0kHH7/sKNawdqShKQeJmNsGb8Fl3+4DABo1K0Rph2d5raNJ+TrWopGW7kTJsvSq1Q0Sar4G4uGXlkePZvZhhV/WgEAeKXgFY+GmCdEr4Y2uMTQE6yOa+4auhU9ffLJGCJiaEpKpOwldOvJoycIjn9EvuLRcx+jZ0VxG7awR89f8GToyfvi0sboiQTVddywFzZfwM1fbqLJ/U2cvPykcrQJtU0t9UU22Nij50Pwla8mKpJHD/Ds0RONnNzcXClE6urRk5/LGxcvXnT6/NtvvwEAGjZsCMDhyTOZTNI5REPJNdGzp9CtK948euK+ly5dcjJMxXNq1Q4tMc1isGjRIrfjeRqjJ625CLXTBBPxWm7dstXNyAOA+KXxaP9Ee4zdPhbpOY68bVo4P8QvXrwIKj6PHaqSBLthBlitVlCxoQcAOqhgKH4o6kP0UidqM5UYeqJHDygJ3dpg8+i5kc+6BWShlDwz0i+X5JnrMatHqR69tItpHv8uC/nbe3lz4slDt2LKEXFmc3mQpxcRJ9KU5dErSCsxhsTJMuVB/C01Bo00mUJnd7RTV4+eYHH8FlqDFtpazveIaNA7zcaVUby6H1yWfi7ZX7Y6Rs179DzNumWPnr8h9o3y54lWq5X669Jm3Yp0ntpZ+lvsN5zG6Knd87YewRE29HwIvvLVREXy6AGePXqikSiuBws4e9XEY5fl0ZMnoZUjGnq5ublO4VxxfIdryhZPoVtXPHn0VCqVpEXM0+eKaOg98MADTjNmPXn0pNCtusTQE6+RVquV9hnQY4DbedQ6NYyRRoz6ehRCOodIufhcDT2LxQJL8cPWLE7SLDZixPPbIY65KzH0DGEGjx49CyxS5yo39Dx6bpztvJKZt7lmybMY1TsKTfs3dTIqXZEniDbnmsvtYZPnzCrveDt5wmRDWPH6saUsOeeK/PcVf/+yPHpiOB1whKnLizxlijgZR0+Oe9vVo1d8e0Bj0Dg8nDJPiGgEexqjZ7eXGHrFOZjdkBt63majVxseQ7fF7Z09en6DpzF6Go2mZEy1OIu8lDF6kXGRaP9EewAlfYiYN9KTodekRxPc1N5kQ8+H4CtfTVQ0dFvaGD25oSf3qonfl+XRK8vQy8vLk8a3BQcHS52Cq6HnKWGyK548ena7vWxDT7xOLoctzaMnPmjVUEuJkuXX0ZOhIc5iBRzXxVK8lJmroQcApuJrYikep2UINUAQBFkeP8f59VCXGHqhzoaeGBK0wAKt3vkcNthgMpncFiKX3xfyOpvzzE6TQgB49ejZrXYUZbl4iTLKZzzcU+hWI8AQWrysWCkrkbgi/33L7dGT/b4VOZd8jJ5YVw000EHnNhlDNNRFr53oXQXcPXry0G1WVsnSZqFehg+W5tGr8ZUxIAvdskfPb/AUutVoNFJfLr7slebRA+D2suZpMoZ8W51Ox4aeD8FXvpq4mzx6roiGlThGTlytQqS8oVvR0KvrEkPy5NFz7SDklMejJ24j39Zms0laREPPtS4ateNcKrXzLSoex+MYPVno1tOMW/Hhrwsp+Q3E8VSAs6GnkfVeYt3MxdfdUuwwFY0rV0NPCwHBCJa2kc+EFWyOOlphhS7Y+V4QBy+7eW9cPHqicWHKNUmaxI7Y2xJocg+XGJ4sr6F3L6FbqCAZT3fj0VOr1dI9WBGPXkXOJV/tQltLC5XOoTFYCHZ7UVHZnb128lnQUgJsD7NxxXcroxHw1gWI70p2u2969Gzs0fM7PBl6Wq22xNArZQk0OWJfJ/Y38pRLrjNsg8OCodVq3Q09noxRY/BkjGqiMj16IkEuo7orGrpt2bIl/vvf/0rlnjx6ckOpvGP0IiMjpaWrxG3k2qxWq5tHz7UuYujWbXxa8fGKiorwxRdf4O2330ZiYiIAZ4+eSO+83lgevRwqjUrK9B7WIgzJxx3nlYcv09PTPYZuo6KikJWVBXOxV+Xk+jMAOkvGVUno1nH+0kK3YuhPnl5FxJuh5+bRM7p79CRDz8sSaGIHHRQShFoNasGUbSq3MVTR0G365XQcW3XMUXdNSehWDBfLZzl7Qz6rXP6bl4bci1eaEZt6IRWb/rJJMn7FtBHaYC0EQUBQSBAKUwtRv1Z96dqLHj0NaaRtAWePsFqrxqRJk6D6SYUYxDiFbkVDz1vYFvA1j56n9Crs0fM3ygzdmktSM5WG2IZdDT2VRgWyEmywSUnfDWEGz4Yee/RqDL7y1URl5tET0bvkaShv6FYMa7Zs2dKp3JNHT16P0jx68roPHTrUax0Bh0fP1dATZ/5K5yr26LkaenKP3ooVKyQjDwDsQsk6swIEqKFGq4xWyLmRg6zELFzc4piEIk8rIvd8ZWRkeAzdigvbW/IcD9uifEfn2LCz43qVJGx2D90GhwU7h24tJaFb17dosf5uhp7KS+g214yijCLpPAC8LoEmGj7BYcEVDqVWNHR7/tvz0t/6KD30dfWShvJ6EeWzyj15cT1R3tDt2Q1nkfJrCnJu5CDnRo4U0m7QwbEknqaO4xrWC6on7SN69MT7QvTayT16UAPr1q1DdqFjZRlPHr3yGnq+49GThW6lyRjs0fMXPE3GEEO3Kqikle7K7dErbr/yWbd2u116QQY4dOuL+PyVX7lyJZo1awa9Xo8uXbogISGh1O0PHDiALl26QK/Xo3nz5li9enU11bR0KjOPnog3j155Q7euxlWjRo0AOAw9TznoShujJ/foDRs2zGudAWdDTxyP5tXQU3v26BUWFuLy5ctO3yXdTiqpD9QIRSgE17gnSt5OAXePnqfQrWTo5Tg6OZUhCM+efhYPf/AwAJlHr/ihaESJces6Rk/sD62wur1Fi4aem/fG22QMuUev2HjztgSa3PMndtrl9uhVMHSb/pvj/uo4sSPq9qgLQSVAX89xTcpr6N2rR680bRm/OV50eszugWnHpmHasWl47uxz6PdqPwCAyujQWDeorrSPaGyK94UYupWP0RPvVfGhJx+jV/xu5UcePQ+TMcT7mlfG8Bs8hW5VKpXD2JP1caVNxgDch1/IPXpuhl6o/3n0AsXO8IbvXnkAGzduxKxZs7BgwQKcPHkSffv2xSOPPILr16973D4xMRFDhgxB3759cfLkSbzyyiuYOXMmNm3aVM01d6cy8+iJuHrLKhq6dTWuRI9eUVGRlJ6kvB49+QSPQYMGSX+L3kM58jF6ItHR0U5GobfQrXjOxMREFBQUOBmY2fkli2SroUYYHE/V8HbhTsaS3NCThyC9TcYQDT17XrH3rGEdRHSMkOrmOkavdvEDUVdbB5VG5ZzbrtgG9+TREyPOZXlvRI9ehcboyfL+SWGY8o7Rq2DoNuOy4zdvHt9cKqvoOL278eg5zbotxaMnpqSJeSAGjbo0QqMujdCgXQOp/QnBjv9DtCWzvVUqFfR6vXRfSKFbF48eAOkeMueXtEOxeXibiAH4mkevtPQq7NHzFzwZekTkGN8tM/TuKXRL5GToeR2j56OGXiDZGd7wzStfzLJlyzBlyhRMnToVbdu2xQcffICoqCisWrXK4/arV69GdHQ0PvjgA7Rt2xZTp07F5MmTsWTJkmquuTuVkUdPPrYCcDf8yhO6JaIyDT2gJKQqr0dpY/SuXLnise6eGovcoycSFhaGUNlTUDyXtzF6osexefPm0rbyjkVu6EV0jEBIVMlDW/RoASVpAgDvY/SkehWH4oIblhwLcPfoiYZecH3HeeQePTHhrgUWt7FqYpoCV++NW+hWll7FbdatlzF6cs+fa6ddFhUN3YoevbCWJe4r18HcZXHPY/S8nIeISurXyrN7za533Ee1VLWcyg0Gg3voVjZGT9CUhOUBIDezxCC62zF64r3tE6FbyaPHhp6/4GmMns1mczxLit9MVBqV26Q3V1yjAHIvv93uvAqGGLp1XRlD7Dt8jUCyM7whEJF7tkMfwGw2Izg4GN9++y1Gjhwplb/44os4deoUDhw44LZPv3790KlTJ3z44YdS2ZYtW/D444+joKCgVG+ayM2bNxEVFYUbN26gSZMmlSMGwOoxzyEoPxF6Q7BTXjg5WZmZMJkcHXy90DBnY4gIJpMJWdnZ0tu2RqNFWP360iaZGRkwm03Q6w1etRIBeXmOZcYaNIjAnTsp0ncREZFISUkBQNBqdbBYzE71zcjIgMUsehoERERESp6yOykpoOJ6RUQ2RMrt5JLtIh2TIMSyoCA91Go1CgrypXOHhoYhOzsHNpvjIRmirwtrkQ3BYcEwRpZ0UkVFJly58rv02Wg0wmw2S17MBkIDEAEFyIcOOmigRa3wYFgKrJKHpXZDI3KTS8JPqkhV8fXPgs1kQz3UA8GOAjjqZ6xdB3m5OWgMK3SwIDmkMQqa1JX2z87Oxs2bNxEvBEFPJqTDCBuCodVrUO9P9VCUUYic5DzHkmdmK4iADKSjcVQjFN6Q5QNUWZFpz0C9eqHQZJa8bQtagCyyuuYT7LnkKLcCIEBVXwA0AmAm2DMIggoQapUYiGQikLnYW6UCKM+xv6B3D227QhaAighCkOOYno4vbUuOYwOAqoEAk9mMoCAdKItAJsf5BNmtqVarERSkB5HdyZgxm80wmYqg0Wih1xuQl5cDrdbxt9d6FlDJgg4AVKECYHF4urU6HWxWG0xFRbCL9YtQuYXFrVotUjM10OXpYNXZ0KhlQ2hz0qGyFCH1zh0Y7I4HXv3W9aHSCMhLzkNBsSdRE6RGsikZwaiFWqgFjV4NdbBjOb5EUwySzQ3RxXgC3YzHAQFQ1XGkpqAcgqAXsP7aWOSZjYhtlILauX+gIDcbgqAGkQ1arQ6hYWGwmM0lL3IGx28JAlBE0ngrfW09jPWMsJpsMOd59u4T2WGCCXZB1v1bCSi+HXt0O4wmjZLw9bfjcPDX/oAeMKoS8d78d2A267D1pxFO21cErU4HrVYLq9UCs8ns9tkbpNFBHRkN2O2wpVyHYCt+mdEB0ArO9REA6AXH/7JrI0elUsFY1widUQdzoRk5qTkgOIwjrVEDFIfi9U2awNioMXJyspGX+Ad02YWAFo7v5ddeBejrGtCpmQWh2jScSSzC9byGiDYmo0MzvVMuUW9cSq2L5JyS/s6cZ0Z+dj5qhdaCzlC8WpCdYM41Q1dbh/yCAphNJhiDjSALIahOEMhOMGUXwW4HUjPuIM+ch+joGFy/fg0AYFWPwH/2ZkBVIKARGsMQXIj7/3wCVlsIUvNGIkhXgNbRe6FVFyEvLw9FJhPUUMFyuzi5cogatjwbyAaERNVBrjkX5hSL5CEM/VM9XEu6BmuRFfVkCeqFWgKE2gJqG40ICgpCWOte6DD1qTKvSUWo6PO7puyM6sZnZ92mpaXBZrMhIiLCqTwiIkKa0enK7du3PW5vtVqRlpbm5LESMZlMTmGS7GxH+O/GjRvS21BloDZfwUOP7Kq04ymZ9q3K3qZM7rv7XVt4KuxQyvfRpZyv/d3Xg/EBosu3WY9ybPNMizfuqSqVzc10YNPNrth81TEWtV6tdMxMfweAGT06fVOzlWte9iYVpnUp31kAGADEln0YApAOoFFLoFFxWbp4jDKoVRdoUbfs7e6GTu0c/yemXses7SVj0Gb3W4Z+3b8EAIz64AH0bnUYI5otv6dztSlHH334lzuoPajPPZ3HFTESlZ2djTp16kjl8siAnOqyM2oanzX0RFxTSxCRW1lZ23sqF1m8eDHeeustt3L5WrCVxtbKPyTDMEzVMbv4H5CZD0TNrNnaMJXBHwCipE/Ldzj+ORiDo1fln6uSTcBnVTOurX175zfoN954A2+++abX7avazqhpfNbQq1+/PtRqtZtVfefOHTdrWkSev02+vUajkQbUuzJ//nzMmTNH+my1WnHhwgVERUV5Xe2hJsjNzUVsbCzOnz/vcaJGoMA6AwclaASUoVMJGgFl6AxkjXa7HdevX0dsbKzT5EFP3jyg+uyMmsZnDT2dTocuXbpg165dTrHzXbt2Yfjw4R736dmzJ7Zt2+ZUtnPnTnTt2tVr3NyTS7d37973WPvKJyfHMa6ucePGTi7pQIN1Bg5K0AgoQ6cSNALK0BnoGqOjyzmeAtVnZ9Q0vuOy8sCcOXPw2Wef4YsvvsCFCxcwe/ZsXL9+Hc8++ywAhzduwoQJ0vbPPvssrl27hjlz5uDChQv44osv8Pnnn+Oll16qKQkMwzAMw/goSrAzfNajBwBjx45Feno6Fi5ciOTkZLRv3x4//vgjYmJiADgGXsrTdzRr1gw//vgjZs+ejY8++giNGjXCihUrMGrUqJqSwDAMwzCMj6IIO4MYv6CoqIjeeOMNKioqqumqVCmsM3BQgkYiZehUgkYiZehUgkbGGZ/No8cwDMMwDMPcGz49Ro9hGIZhGIa5e9jQYxiGYRiGCVDY0GMYhmEYhglQ2NBjGIZhGIYJUNjQYxiGYRiGCVDY0KtBzGYzEhMTa7oaVQ7rDByUoBFQhk4laASUoVMJGpm7hw29GuLjjz9GeHg43nvvPaSnpwMoWRg5kGCdgYMSNALK0KkEjYAydCpBI3NvsKFXzZjNZixduhSrV69Gt27dkJCQgMOHDwMABEGo4dpVHqwzcHQqQSOgDJ1K0AgoQ6cSNDKVAxt6NUDDhg0xadIkfP/996hVqxY2bNggLbESSG9irDNwdCpBI6AMnUrQCChDpxI0MpVAdS/FoTTsdjtlZGQ4lWVmZpLNZiMiom3btlGTJk3o888/J7vdXhNVrBRYZ+DoVIJGImXoVIJGImXoVIJGpmpgQ68K+eijj6ht27bUt29fmjNnDp08eZKISGqY4v8jR46kgQMH0qlTp2qqqvcE6wwcnUrQSKQMnUrQSKQMnUrQyFQdbOhVEe+88w41bNiQPvnkE1q8eDHdf//91Lp1a0pKSiIix9uZ1WolIqJz585RkyZNaPHixVRQUEBERBaLhYhKGrCvwjoDR6cSNBIpQ6cSNBIpQ6cSNDJVCxt6VUBWVhZ17dqVlixZIpWdPXuWevbsSQ8++KDTtmIDnTt3LnXq1In27dtHu3btomeffVZqqL4K6wwcnUrQSKQMnUrQSKQMnUrQyFQ9bOhVAUVFRRQVFUWffvqpVGa32ykhIYF0Oh1t3LiRiBwNU3zLys/Pp6ZNm1J4eDgJgkCzZ8+W9vNVWGfg6FSCRiJl6FSCRiJl6FSCRqbqYUOvkpA3ouTkZBo0aBC9+OKLVFRUJJVbLBaaMmUKtW7d2mnflJQU+tvf/kaCINCoUaMoMTGxuqpdYVhn4OhUgkYiZehUgkYiZehUgkamemFDr4p4/vnnqU+fPnTkyBGpzG63065du6hJkyb0008/SeV79uyhBg0a0LZt26Qyq9XqF29ggaSztHoEgk7xQeGtHoGgsTwoQWcgaeR26f8amZqF8+hVkIKCAly+fBkWi0UqIyKYTCYsXrwYGzZsAADMmjULN2/exPfffy9lKxcEAXXq1IHVakVQUJC0/4MPPoiUlBQMGzYMRASbzQa1Wl2jSS+zs7Px9ddfY9++fSgqKpLKi4qKAkpnbm4ufvnlF2RnZzvVI5B0ZmVlYerUqZgzZ45UbwABd88qoW1yuwwcnUppl0zNw4ZeBVi4cCE6duyIMWPG4IEHHsCWLVsAOBrdrVu38Omnn+Lw4cPIz89Hy5YtMW3aNOzYsQOffvqpdIzs7GzUrVsX4eHhbse3Wq0QBAFqtbraNHni3XffRXR0ND788EMMHToUTz/9NK5duwYASE5ODhid77zzDqKiojBhwgTExcXhvffeQ0FBAQAgKSkpIHSuWbMGMTExuH37Nnr37o3MzEzpu0C6Z5XQNrldcrv0J42MD1FTrkR/4urVqzRkyBDq2LEjbdu2jTZt2kQTJ06kOnXqOLnE9+3bR7dv35Y+m81mmjdvHoWGhtLgwYNp5syZFBoaSjNnziSz2VwTUspk1apVFBsbS3v27KGCggLatWsXBQUF0bFjx6RtAkHnN998Qy1btqR///vfdPLkSVq+fDnVqlWL3nnnHcrOziYiot27d/u1zpycHBo6dCitWLHC6zZ79+71a41KaZvcLrld+pNGxrdgQ68cbN68mfr27UuXL1+Wyq5evUotW7akzZs3l7qvyWSiH374gWbPnk3Dhg2jb7/9tqqre1fY7XYymUw0atQomjRpktNDsnPnznT+/PlS9/cXneLMtBdeeIH69evnlFtqwYIF1L17d/riiy+87u8vOomItm/fTg0aNCAiosuXL9PEiRNpzpw5tGzZMsrLy/O6nz9pDPS2ye2S26WIP2lkfAs29MrBlStXaMeOHU5lN27coIiICDp69Kjb9haLxWngrCd8NXll9+7d6YknnqDffvuNiIjGjh1L0dHR9Mwzz9DWrVspKytL2tZfdHoaiPzwww/T008/TUSODpTIsZzQkCFDaMyYMXTjxg1pW3/Q6Unj6tWrafjw4fTDDz9QdHQ0jRs3jiZPnkx6vZ4mTpxIv//+u7StP2j0hFLaJrdLbpfeqGmNjO/Dhp4L69evpxMnTnj93m63k91up2PHjlF0dDRduXLFbZuFCxdSbGws7d271+07MallTeOqU8yevnv3boqNjaWBAwdScHAw9e7dmz7++GN6/PHHKS4ujhYsWCDt89Zbb/m8zg8++IAeeeQRmjNnDu3Zs8epvG7dutJnUf/atWupffv29O9//1v6ztd/T28at23bRnq9nsaNG0d///vfpfLNmzdTr169aOHChVKZr2skUkbb5HbJ7dLf2iXj+7ChV8y5c+dowIABJAgCxcfHS2+TrohvTytXrqQePXo4fSe+vf300080ZcoUunnzZtVW+i4oj86ioiJavnw5DRo0yCl304wZM+jRRx+llJQUIiJKSEjwSZ12u50yMzNp5MiR1KxZM3r55Zdp4MCBVKtWLVq2bBmZzWb6/fffKSIigt544w0iIqfr0LhxY1q6dKn02Rd1lqZx6dKl0u/Ws2dPEgSB1q1b57T/2LFjadKkSdLDwhc1iiihbXK75HZJ5F/tkvEf2NAjovT0dFqwYAGNHTuWvvzyS6eM494YNmwYzZs3T/p88uRJp/CJL1JenXa7nUaNGkXvvvsuEZV0ti+99BK1aNGC8vPzq7Xed8PRo0cpOjqazpw5I5XNmTOH7r//fvrss8+IiOjNN98kg8FA169fJ6ISY6Bnz540c+bM6q90BSlN4+rVq4mI6MsvvyRBEOj99993Mg6mTJlCvXr1qvY6VxQltE1ul9wuRfylXTL+BRt6xXz33Xf0888/ExHR9OnTqVWrVpSenu62nd1up7S0NIqJiaGDBw/SrVu3aOzYsSQIAv3nP/9x2tYXx06UpVPsVEeOHEn9+/eXOqHff/+dBgwY4BRWEPFFnWvWrKGWLVvStWvXpLLk5GSaMGEC9e3bl27dukVpaWnUq1cv6tatG506dYqIiE6cOEGtWrVySkIq4ms6y9Iojmd6/PHHKTo6mv73f/+XCgsL6fLly9S3b19av3692zF9TSORMtomt0tul/7WLhn/QfGGntiByhtSUlIShYSEOI2fkPPzzz9TTEwMTZs2jYKDg2nw4MHS26evUlGdx44do9q1a1NsbCyNHj2aQkND6c9//jNlZGRUW53vBlHnd999RyEhIdLAZlH3li1bqEePHtIi4cnJydSxY0eKjIyUxj+NHz/ep70j5dHYs2dPeu+994jIEfIbMWIEhYWFUe/evalOnTo0evRoKV2Fr6KEtsntktulv7VLxv9QlKGXmppa5puR2FiXLFlCISEh0iw3OStWrCBBEKhz5860c+dOqVwcOFzTVJbOAwcO0LJly+jFF1+khIQEt319GZvNRlFRUTR//nwiKhm4XFRURMOGDaOJEydSbm4uERFdv36ddu7cSYsXL3bS6euUR2NOTg4REWVnZ9OJEydo7dq1kueIyD9+S5FAaJtlESjt0ltdAqld3ovGQGqXjO+jCEPv9u3bNGLECGrfvn25G1BRURG1adOGJk6cKJWJnoGzZ8/Spk2bpHK73e4TM6AqQ6fdbncKOcix2+0+EUJITU2lrVu3SmEdbyxfvpwMBgNdvXqViEo6z4ULF7otBi7HF3QqQSNR+XXK8be2WRka/aFdZmZm0qVLl8qsiz/fs0rQyAQeAW/ozZ07l9RqNf3pT3+i0NBQOn36dLn33bp1KwUFBdG6devoscceo0ceeYSSkpKctvEVT0Fl6hw6dKhTvioi3xkj8tprr1G9evXovvvuI51OR6+88orTYGY5aWlp1L17d3rooYekGYlEjkXCx4wZ49EA8IU3aSVoJKqYTlf8pW1WpkZfbpevvPIKRUZGUufOnal///5OxrYr/nrPKkEjE5gErKG3bt06MhqNFBcXR0ePHqX//ve/FBUVRYcOHSr3MdLS0igiIoIEQaCePXs6Zd/3FapCpzxhpy/x2muvUceOHennn3+mO3fu0GeffUYajcbjwHyR8+fPU1hYGPXv35+WLl1K77zzDoWGhnoc8OwLKEEj0d3plOMPbbOyNfpqu5w9ezbdd999dPDgQdq7dy+99NJLpNFoaMuWLV69qf52zypBIxO4BKShl5WVRTNmzHBaS9BsNpPRaKQ1a9YQUdlvwgcPHqR69epR06ZNnZJV+sobNJFydBI5Hnpdu3alxYsXS2WJiYnUrVs3Sk1NJSL3N2JRQ0JCAj3//PPUp08f6ty5M23btq36Kl4BlKCR6O50yvGHe1YJGokcIfPY2Fi3dDBt27al+++/nw4ePOi2j7/ds0rQyAQ2AWPoyTtNMUO+/HN6ejo9+OCD5c7DtGvXLlq1apVTWU2P9SFSpk6R8PBwevXVV6WZd0OGDKEuXbrQggUL6NSpU9Li3t4eoGlpaU6fa/qhqQSNRJWv0xfvWSVoJHKv661bt8hoNDqlPcnPz6du3bpRaGgoLViwoNT1W4l8755VgkZGWQhERPBzlixZghMnTiAuLg7Dhg1Du3btAAB2ux0qlUrabuDAgWjcuDHWr18Pm80GtVrtdiwigiAITmVWqxUajaZqRZQDpev85JNP8Oqrr6JTp044cOAAevXqhfj4eOzYsQNpaWmYP38+xo0b53Y8V63erkl1ogSNQOXq9NV7VgkaAWedQ4cORfv27XH79m1MnToVeXl52LBhAyIjI/H666/jypUrUKvVOHToEE6cOIGQkBC34/niPasEjYwCqSkLszK4efMm9enTh9q0aUPTp0+njh07Unh4OP3444/SNvJZd2+//TY1bdq0pqp717DOH6W37IyMDJo1axaNGzfO6c27b9++9MILL/j8m7ISNBIpQ6cSNBJ51lm/fn3asWMHETmWlYuOjqbWrVtT7dq1qWnTpnT69GnKyMggQRAqNNu4plCCRka51Pxr4j1w7Ngx3LlzBz/99BMiIiIAAMOGDcP7778PtVqN+Ph4AJDeoEJCQlCrVi1cvHgRbdq0qbF6VxTW+T5UKhUGDx6MoKAg7N+/H4sWLYIgCCgsLITBYEBYWBjOnTvn5Nn0RZSgEVCGTiVoBLzrXLx4MTQaDQYOHIiEhAScO3cOgiDg4YcfBgAcOHAAjRs3dvNQ+iJK0MgoF9/vZUohISEBDRo0QJ06dWC32wE4XO8WiwUbN25EdnY2BEGAzWYDAMTGxiIxMREGg6Emq11hWKcF33zzDTIyMhAcHAy73Y7t27cDAAwGA86cOYOkpCRMnDixJqtfLpSgEVCGTiVoBLzrtNls+Prrr5GZmYno6Gg8/PDDkgEEAEePHkWLFi3QsmXLmqp6uVGCRka5+KWhR8XDChs1aoTff/8dBoMBKpUKdrsdbdq0wYgRI3DmzBkcOHAAQImnq23bthAEAXv37q2xulcE1lmi89dff8WhQ4cAAHPnzsUnn3yC/v3748knn0S/fv3Qrl07jBkzpiZllIoSNALK0KkEjUD5+5+ffvoJACAIAq5evYoTJ05g3rx5+Mc//oHx48fDYDBIx/I1lKCRYfzS0BPd5MOGDUNeXh6+/PJLAIDFYgEATJkyBVlZWTh//jwASG9oeXl5mDBhAvr371/9lb4LWGeJzuzsbJw5cwYAMGHCBGzcuBH9+vWD0WjEf/7zH6xZswbBwcE+29kqQSOgDJ1K0AiUv/+5cOGCtE9SUhKee+457N+/H9u2bcPkyZOdjuVrKEEjw/j0ZIyyMoVnZ2fT9OnTqXHjxlKZmA3/qaeeovj4+CqtX2XBOh2UpfOhhx7yuq/NZvOJge1K0EikDJ1K0EhU+f3PmTNnpL9tNptPrPigBI0M4w2f9OiJY81c35BEj5VInTp1MGXKFKjVajz33HMAAI1GA6vVitTUVMTFxQGA21uz63FqCtZZMZ333XcfAM86VSpVjQ5sV4JGQBk6laARqPz+Rzxe+/btpc8qlapGPV1K0MgwZeFTs27FDlAca7Z+/XqcP38enTt3xuOPP+6xY+zSpQv++c9/YsSIEcjOzsajjz6Ky5cv49SpU5g7dy4A90Ze0x0s6wwcnUrQCChDpxI0AlWn0zU/XE3mi1OCRoYpNzXpTvRGQUEBjR07lpo0aUIPPvggBQUF0bx580rd51//+heNHDmS7rvvPoqLi6Pdu3dXU23vHtbpHX/TqQSNRMrQqQSNRMrQqQSNDFMWPrUyBhHhueeeQ0hICAoLC7Fo0SLo9Xps27YNY8eOxfbt2/HII4+47SN/Y7558yaaNGkifQf43iBZ1hk4OpWgEVCGTiVoBJShUwkaGabcVJdF6Yrruo3iYNaXX36ZBEGgyZMnO33/2GOPUffu3aUFwV1xHQzrC+tCErHOQNKpBI1EytCpBI1EytCpBI0Mcy9Uu6Fnt9udZpslJSU5fZ+dnU2tW7em8ePHO81mSkxMJK1WSytXrvSLGU6s00Eg6FSCRiJl6FSCRiJl6FSCRoapDKrN0DObzU6fT58+TYMGDaK4uDiKj4+nb775Rvpu/fr1pNPp6Pjx40RU8oY1f/58Cg0NpUuXLlVXtSsM6wwcnUrQSKQMnUrQSKQMnUrQyDCVSZUbejabjT744AOaOXOmVLZixQoKDw+nv/71r7RlyxZ68803Sa/XU0JCgvSG1rt3bxoyZIhTozaZTNSsWTNKSEio6mpXGNYZODqVoJFIGTqVoJFIGTqVoJFhqoJq8ehNnz6d7r//ftq3bx8REb3++uu0YcMG6fvPPvuMBEGg4cOH040bN4iI6NChQ6TT6Wjz5s1EVPIm5svjJVing0DQqQSNRMrQqQSNRMrQqQSNDFPZVKmhJzaoU6dO0cMPP0wTJkwgu91Op0+fJqvVSkeOHKG4uDiKjY2lZcuWkSAItGrVKjKZTERENHr0aIqIiKC8vDyn4/paA2WdgaNTCRqJlKFTCRqJlKFTCRoZpqqotjF6S5cupW7dutGXX35JRERZWVk0YMAAmjVrFqWnpxMRUZ8+fahnz57066+/EhHR7du3afv27dVVxUqBdQaOTiVoJFKGTiVoJFKGTiVoZJjKpMoNPfFNLCkpicaMGUNDhw6llJQU2rFjB0VGRtKxY8eIiOjatWvUtWtXEgSB5s+fL60z6C+wzsDRqQSNRMrQqQSNRMrQqQSNDFMVVPlaPIIggIjQqFEjjBgxAqmpqfj222/RqlUrpKSk4MyZM0hMTMTKlSvxxBNPYPfu3XjppZeg0fjU6mxlwjoDR6cSNALK0KkEjYAydCpBI8NUCdVpVRYWFtIzzzxDffv2pT/++IPmzp1LkZGRVLduXYqNjaWTJ09K28rzI/kbrDNwdCpBI5EydCpBI5EydCpBI8NUFtVm6ImNbc+ePdSnTx9pvcGLFy9KM6gCAdYZODqVoJFIGTqVoJFIGTqVoJFhKpMaWQJtwYIF1LNnT9q1a5dTeaDNgGKdgaNTCRqJlKFTCRqJlKFTCRoZ5l6p8jF6LmFiAMC4ceMQFBSE48ePS2UAoFarq7M6VQbrdBAIOpWgEVCGTiVoBJShUwkaGaayqFZDTxxM27ZtW5hMJiQmJkplgQTrDBydStAIKEOnEjQCytCpBI0MU1lUq6EHOBrob7/9hqKiIrRr104qCzRYZ+CgBI2AMnQqQSOgDJ1K0MgwlUG1G3oAsGnTJvTp0wfPPfdcTZy+2mCdgYMSNALK0KkEjYAydCpBI8PcKwLVgK/bbrdDpaoRG7NaYZ2BgxI0AsrQqQSNgDJ0KkEjw9wrNWLoMQzDMAzDMFUPvwoxDMMwDMMEKGzoMQzDMAzDBChs6DEMwzAMwwQobOgxDMMwDMMEKGzoMQxzV/Tv3x+zZs1S7Pn79euHr7/+ulrPeefOHYSHhyMpKalaz8swjP/Chh7DMNXC/v37IQgCsrKyKmW/zZs3Y9GiRZVXwQqwfft23L59G3/5y1+ksqZNm0IQBAiCgODgYLRv3x4ff/yx9L3NZsPixYvRpk0bGAwGhIaGokePHlizZg0ASPt6+zdp0iQ0aNAA48ePxxtvvFHtmhmG8U80NV0BhmGYuyE0NLTGzr1ixQo8/fTTbjncFi5ciGnTpiEvLw9r167Fs88+i7p162Ls2LF488038cknn+B//ud/0LVrV+Tk5ODYsWPIzMwEACQnJ0vH2bhxI15//XVcunRJKjMYDACAp59+Gt27d8f777+PevXqVYNahmH8GfboMQxTJvn5+ZgwYQKMRiMaNmyIpUuXum3z1VdfoWvXrqhduzYiIyPx5JNP4s6dOwCAP/74AwMGDAAA1KtXT/JQAY4F6t977z00b94cBoMBcXFx+L//+78y93MN3TZt2hRvv/22VM+YmBh8//33SE1NxfDhw2E0GtGhQwccO3bMqd6HDx9Gv379YDAYEBUVhZkzZyI/P9/rtUhLS8Pu3bvx2GOPuX0nam/RogXefvtttGzZEt999x0AYNu2bXj++ecxZswYNGvWDHFxcZgyZQrmzJkDAIiMjJT+hYSEQBAEtzIA6NChAyIjI7Fly5bSfjKGYRgAbOgxDFMO5s2bh3379mHLli3YuXMn9u/fj+PHjzttYzabsWjRIpw+fRrfffcdEhMTJaMsKioKmzZtAgBcunQJycnJ+PDDDwEAr776KtasWYNVq1bh3LlzmD17Np566ikcOHCg1P08sXz5cvTu3RsnT57E0KFDMX78eEyYMAFPPfUUTpw4gRYtWmDChAkQ88SfOXMGgwcPxp///Gf8+uuv2LhxIw4ePIgXXnjB6zkOHjyI4OBgtG3btszrptfrYbFYADgMub179yI1NbXM/cqie/fuSEhIuOfjMAyjAIhhGKYUcnNzSafT0YYNG6Sy9PR0MhgM9OKLL3rd7+jRowSAcnNziYho3759BIAyMzOlbfLy8kiv19Phw4ed9p0yZQo98cQTXvcjInrggQeczh8TE0NPPfWU9Dk5OZkA0GuvvSaV/fzzzwSAkpOTiYho/Pjx9MwzzzgdNyEhgVQqFRUWFnrUtXz5cmrevLlbeUxMDC1fvpyIiCwWC61Zs4YA0MqVK4mI6Ny5c9S2bVtSqVTUoUMHmj59Ov34448ez7FmzRoKCQnx+B0R0ezZs6l///5ev2cYhhFhjx7DMKVy5coVmM1m9OzZUyoLDQ1F69atnbY7efIkhg8fjpiYGNSuXRv9+/cHAFy/ft3rsc+fP4+ioiI89NBDMBqN0r/169fjypUrFa5rx44dpb8jIiIAOEKdrmViSPn48eNYu3at07kHDx4Mu92OxMREj+coLCyEXq/3+N3LL78Mo9EIg8GAGTNmYN68eZg+fToAIDY2FmfPnsWRI0fw9NNPIyUlBY8++iimTp1aYZ0GgwEFBQUV3o9hGOXBkzEYhikVKsdy2Pn5+YiPj0d8fDy++uorhIeH4/r16xg8eDDMZrPX/ex2OwDghx9+QOPGjZ2+CwoKqnBdtVqt9LcgCF7LxPPa7XZMnz4dM2fOdDtWdHS0x3PUr19fmkDhyrx58zBp0iQEBwejYcOG0vlEVCoVunXrhm7dumH27Nn46quvMH78eCxYsADNmjUrt86MjAyEh4eXe3uGYZQLG3oMw5RKixYtoNVqceTIEcn4yczMxG+//YYHHngAAHDx4kWkpaXh3XffRVRUFAC4TXrQ6XQAHGlGRGJjYxEUFITr169Lx3LF036VRefOnXHu3Dm0aNGi3Pt06tQJt2/fRmZmptus1/r161foWLGxsQBQ6uQPT5w9e1bymDIMw5QGh24ZhikVo9GIKVOmYN68edizZw/Onj2LSZMmOaUWiY6Ohk6nwz//+U9cvXoVW7dudctxFxMTA0EQsH37dqSmpiIvLw+1a9fGSy+9hNmzZ2PdunW4cuUKTp48iY8++gjr1q3zul9l8fLLL+Pnn3/GjBkzcOrUKVy+fBlbt27FX//6V6/7dOrUCeHh4Th06FCFzjV69GgsX74cv/zyC65du4b9+/djxowZaNWqFdq0aVPu4xQUFOD48eOIj4+v0PkZhlEmbOgxDFMm77//Pvr164fHHnsMgwYNQp8+fdClSxfp+/DwcKxduxbffvstYmNj8e6772LJkiVOx2jcuDHeeust/O1vf0NERIQ0s3XRokV4/fXXsXjxYrRt2xaDBw/Gtm3bpFCmt/0qg44dO+LAgQO4fPky+vbti06dOuG1115Dw4YNve6jVqsxefJk/Otf/6rQuURdjz76KFq1aoWJEyeiTZs22LlzJzSa8gdXvv/+e0RHR6Nv374VOj/DMMpEoPIMwGEYhmEkUlJS0K5dOxw/fhwxMTHVeu7u3btj1qxZePLJJ6v1vAzD+Cfs0WMYhqkgERER+Pzzz0udUVwV3LlzB6NHj8YTTzxRredlGMZ/YY8ewzAMwzBMgMIePYZhGIZhmACFDT2GYRiGYZgAhQ09hmEYhmGYAIUNPYZhGIZhmACFDT2GYRiGYZgAhQ09hmEYhmGYAIUNPYZhGIZhmACFDT2GYRiGYZgAhQ09hmEYhmGYAOX/ATjHiBSjQ8o0AAAAAElFTkSuQmCC",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"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",
|
|
" plt.title(\"Growth rate, 15 minute average\")\n",
|
|
" plt.legend()\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
|
|
}
|