{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# IBP-Model\n",
"\n",
"> Notebook authors: Ina Rusch\n",
"\n",
"> Package authors: Martin Rother, Ina Rusch"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Resources\n",
"\n",
"Python package: `ibpmodel` \n",
"[Code](https://igit.iap-kborn.de/ibp/ibp-model) \n",
"[Documentation](https://ibp-model.readthedocs.io/) \n",
"[Swarm Data Handbook](https://swarmhandbook.earth.esa.int/catalogue/SW_IBP_CLI_2_)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Basic usage"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:20.278113Z",
"iopub.status.busy": "2025-11-17T21:46:20.277958Z",
"iopub.status.idle": "2025-11-17T21:46:20.931754Z",
"shell.execute_reply": "2025-11-17T21:46:20.931164Z"
}
},
"outputs": [],
"source": [
"import ibpmodel as ibp\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Calculate the IBP model at given time of year, position, and conditions:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:20.934449Z",
"iopub.status.busy": "2025-11-17T21:46:20.933982Z",
"iopub.status.idle": "2025-11-17T21:46:20.949837Z",
"shell.execute_reply": "2025-11-17T21:46:20.949358Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Doy</th>\n",
" <th>Month</th>\n",
" <th>Lon</th>\n",
" <th>LT</th>\n",
" <th>F10.7</th>\n",
" <th>IBP</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>20.9</td>\n",
" <td>150</td>\n",
" <td>0.3433</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Doy Month Lon LT F10.7 IBP\n",
"0 15 1 0 20.9 150 0.3433"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ibp.calculateIBPindex(\n",
" day_month=15, # Day of Year or Month\n",
" longitude=0, # Longitude in degree\n",
" local_time=20.9, # Local time in hours\n",
" f107=150, # F10.7 cm Solar Flux index\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:20.951685Z",
"iopub.status.busy": "2025-11-17T21:46:20.951521Z",
"iopub.status.idle": "2025-11-17T21:46:20.965164Z",
"shell.execute_reply": "2025-11-17T21:46:20.964629Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Doy</th>\n",
" <th>Month</th>\n",
" <th>Lon</th>\n",
" <th>LT</th>\n",
" <th>F10.7</th>\n",
" <th>IBP</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-180</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.0655</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-175</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.0667</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-170</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.0685</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-165</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.0710</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-160</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.0754</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>211</th>\n",
" <td>74</td>\n",
" <td>3</td>\n",
" <td>155</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.2146</td>\n",
" </tr>\n",
" <tr>\n",
" <th>212</th>\n",
" <td>74</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.2123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>213</th>\n",
" <td>74</td>\n",
" <td>3</td>\n",
" <td>165</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.2117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>214</th>\n",
" <td>74</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.2119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>215</th>\n",
" <td>74</td>\n",
" <td>3</td>\n",
" <td>175</td>\n",
" <td>22</td>\n",
" <td>150</td>\n",
" <td>0.2123</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>216 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" Doy Month Lon LT F10.7 IBP\n",
"0 15 1 -180 22 150 0.0655\n",
"1 15 1 -175 22 150 0.0667\n",
"2 15 1 -170 22 150 0.0685\n",
"3 15 1 -165 22 150 0.0710\n",
"4 15 1 -160 22 150 0.0754\n",
".. ... ... ... .. ... ...\n",
"211 74 3 155 22 150 0.2146\n",
"212 74 3 160 22 150 0.2123\n",
"213 74 3 165 22 150 0.2117\n",
"214 74 3 170 22 150 0.2119\n",
"215 74 3 175 22 150 0.2123\n",
"\n",
"[216 rows x 6 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ibp.calculateIBPindex(day_month=['Jan','Feb','Mar'], local_time=22)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the global pattern for a given day:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:20.967178Z",
"iopub.status.busy": "2025-11-17T21:46:20.966831Z",
"iopub.status.idle": "2025-11-17T21:46:21.237085Z",
"shell.execute_reply": "2025-11-17T21:46:21.236516Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 900x400 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ibp.plotIBPindex(doy=349)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the month vs longitude pattern:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:21.239414Z",
"iopub.status.busy": "2025-11-17T21:46:21.238976Z",
"iopub.status.idle": "2025-11-17T21:46:21.880344Z",
"shell.execute_reply": "2025-11-17T21:46:21.879826Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 620x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ibp.plotButterflyData(f107=150)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## More examples"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:21.882419Z",
"iopub.status.busy": "2025-11-17T21:46:21.882037Z",
"iopub.status.idle": "2025-11-17T21:46:21.892404Z",
"shell.execute_reply": "2025-11-17T21:46:21.891993Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Doy</th>\n",
" <th>Month</th>\n",
" <th>Lon</th>\n",
" <th>LT</th>\n",
" <th>F10.7</th>\n",
" <th>IBP</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-2.0</td>\n",
" <td>150</td>\n",
" <td>0.0682</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.9</td>\n",
" <td>150</td>\n",
" <td>0.0727</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.8</td>\n",
" <td>150</td>\n",
" <td>0.0769</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.7</td>\n",
" <td>150</td>\n",
" <td>0.0808</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.6</td>\n",
" <td>150</td>\n",
" <td>0.0842</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.5</td>\n",
" <td>150</td>\n",
" <td>0.0872</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.4</td>\n",
" <td>150</td>\n",
" <td>0.0897</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.3</td>\n",
" <td>150</td>\n",
" <td>0.0917</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.2</td>\n",
" <td>150</td>\n",
" <td>0.0931</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>-1.1</td>\n",
" <td>150</td>\n",
" <td>0.0940</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Doy Month Lon LT F10.7 IBP\n",
"0 15 1 170 -2.0 150 0.0682\n",
"1 15 1 170 -1.9 150 0.0727\n",
"2 15 1 170 -1.8 150 0.0769\n",
"3 15 1 170 -1.7 150 0.0808\n",
"4 15 1 170 -1.6 150 0.0842\n",
"5 15 1 170 -1.5 150 0.0872\n",
"6 15 1 170 -1.4 150 0.0897\n",
"7 15 1 170 -1.3 150 0.0917\n",
"8 15 1 170 -1.2 150 0.0931\n",
"9 15 1 170 -1.1 150 0.0940"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ibp.calculateIBPindex('Jan', longitude=170, local_time=np.arange(-2,-1,0.1))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:21.894175Z",
"iopub.status.busy": "2025-11-17T21:46:21.893883Z",
"iopub.status.idle": "2025-11-17T21:46:21.902927Z",
"shell.execute_reply": "2025-11-17T21:46:21.902514Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Doy</th>\n",
" <th>Month</th>\n",
" <th>Lon</th>\n",
" <th>LT</th>\n",
" <th>F10.7</th>\n",
" <th>IBP</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>-170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0735</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>175</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0704</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0714</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>-170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0773</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>175</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0740</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>31</td>\n",
" <td>1</td>\n",
" <td>-170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0868</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>31</td>\n",
" <td>1</td>\n",
" <td>175</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0831</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>31</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>0.0843</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Doy Month Lon LT F10.7 IBP\n",
"0 1 1 -170 0 150 0.0735\n",
"1 1 1 175 0 150 0.0704\n",
"2 1 1 170 0 150 0.0714\n",
"3 15 1 -170 0 150 0.0773\n",
"4 15 1 175 0 150 0.0740\n",
"5 15 1 170 0 150 0.0751\n",
"6 31 1 -170 0 150 0.0868\n",
"7 31 1 175 0 150 0.0831\n",
"8 31 1 170 0 150 0.0843"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ibp.calculateIBPindex(day_month=[1,15,31], longitude=[-170,175,170], local_time=0, f107=150)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:21.904777Z",
"iopub.status.busy": "2025-11-17T21:46:21.904368Z",
"iopub.status.idle": "2025-11-17T21:46:22.155054Z",
"shell.execute_reply": "2025-11-17T21:46:22.154498Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 900x400 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ibp.plotIBPindex('Feb', cmap='viridis', alpha=0.9)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:22.157065Z",
"iopub.status.busy": "2025-11-17T21:46:22.156741Z",
"iopub.status.idle": "2025-11-17T21:46:23.057701Z",
"shell.execute_reply": "2025-11-17T21:46:23.057177Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 900x1500 with 5 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"doys = [319, 349, 15, 46]\n",
"fig_doys, axes_doys = plt.subplots(len(doys),1, layout='constrained',figsize=(9, 15))\n",
" \n",
"for d, ax in zip(doys, axes_doys):\n",
" ax, scalarmap = ibp.plotIBPindex(d, ax=ax)\n",
"\n",
"ibp.ibpforward.setcolorbar(scalarmap, fig_doys, axes_doys, fraction=0.05)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:23.060524Z",
"iopub.status.busy": "2025-11-17T21:46:23.060109Z",
"iopub.status.idle": "2025-11-17T21:46:23.980067Z",
"shell.execute_reply": "2025-11-17T21:46:23.979515Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 900x1300 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"solar = [90, 130, 180]\n",
"doy = 349\n",
"fig_solar, axes_solar = plt.subplots(len(solar),1, layout='constrained',figsize=(9, 13))\n",
"fig_solar.suptitle(f\"Doy {doy} with different solar radio flux\", fontsize=16)\n",
"\n",
"for f, ax in zip(solar, axes_solar):\n",
" ax, scalarmap = ibp.plotIBPindex(doy, f107=f, ax=ax)\n",
" ax.set_title(f\"IBP by solar radio flux {f}\")\n",
"\n",
"cbar = ibp.ibpforward.setcolorbar(scalarmap, fig_solar, axes_solar, fraction=0.05, orientation='horizontal')\n",
"cbar.set_label('new label name')"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:23.982710Z",
"iopub.status.busy": "2025-11-17T21:46:23.982555Z",
"iopub.status.idle": "2025-11-17T21:46:24.688989Z",
"shell.execute_reply": "2025-11-17T21:46:24.688427Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 620x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ibp.plotButterflyData(150, cmap='magma')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:24.690999Z",
"iopub.status.busy": "2025-11-17T21:46:24.690828Z",
"iopub.status.idle": "2025-11-17T21:46:26.018206Z",
"shell.execute_reply": "2025-11-17T21:46:26.017698Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1240x500 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"solar = [130, 180]\n",
"fig_bfly, axes_bfly = plt.subplots(1,len(solar), layout='constrained',figsize=(12.4, 5))\n",
" \n",
"for b, ax in zip(solar, axes_bfly):\n",
" ax, scalarmap = ibp.plotButterflyData(b, ax=ax)\n",
"\n",
"ibp.ibpforward.setcolorbar(scalarmap, fig_bfly, axes_bfly)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualisation along Swarm orbits\n",
"\n",
"Source: \n",
"https://igit.iap-kborn.de/ibp/ibp-model/-/blob/main/template/IBP-VirES.ipynb"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:26.020187Z",
"iopub.status.busy": "2025-11-17T21:46:26.020016Z",
"iopub.status.idle": "2025-11-17T21:46:27.300782Z",
"shell.execute_reply": "2025-11-17T21:46:27.300161Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.\u001b[0m\u001b[33m\r\n",
"\u001b[0m\r\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m25.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.3\u001b[0m\r\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip3.11 install --upgrade pip\u001b[0m\r\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"%pip install --quiet lxml"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:27.303051Z",
"iopub.status.busy": "2025-11-17T21:46:27.302651Z",
"iopub.status.idle": "2025-11-17T21:46:27.538430Z",
"shell.execute_reply": "2025-11-17T21:46:27.537856Z"
}
},
"outputs": [],
"source": [
"import ibpmodel as ibp\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"from datetime import datetime, timezone, timedelta, date\n",
"from viresclient import SwarmRequest"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:27.540764Z",
"iopub.status.busy": "2025-11-17T21:46:27.540524Z",
"iopub.status.idle": "2025-11-17T21:46:27.554958Z",
"shell.execute_reply": "2025-11-17T21:46:27.554340Z"
}
},
"outputs": [],
"source": [
"def getlt(datum, lon):\n",
" '''Output of the day of the year and local time for specifying date(s) and longitude(s).\n",
" \n",
" Parameters\n",
" ----------\n",
" datum : datetime or list of datetimes\n",
" lon : int or list of int\n",
" The geographical longitude, ``-180 <= longitude <= 180``.\n",
" \n",
" Returns\n",
" -------\n",
" tupel\n",
" contains (list of) day(s) of the year and (list of) local time(s)\n",
" '''\n",
" def calclt(date, lon):\n",
" return round((date.hour + date.minute/60 + date.second/3600 + 24*lon/360) % 24, 1)\n",
" \n",
" if isinstance(datum, datetime):\n",
" doys = int(datum.strftime('%j'))\n",
" lts = calclt(datum, lon)\n",
"\n",
" elif isinstance(datum, list):\n",
" doys = []\n",
" lts = []\n",
" for d, l in zip(datum, lon):\n",
" doys.append(int(d.strftime('%j')))\n",
" lts.append(calclt(d,l))\n",
" \n",
" return (doys, lts)\n",
"\n",
"\n",
"def loadsatellitedata(starttime, endtime, satellite):\n",
" '''Load data via viresclient\n",
" \n",
" Parameters\n",
" ----------\n",
" starttime : datetime\n",
" endtime : datetime\n",
" satellite : str\n",
" name of satellite \n",
" \n",
" Returns\n",
" -------\n",
" pandas.DataFrame\n",
" \n",
" '''\n",
" request = SwarmRequest()\n",
" request.set_collection(f\"SW_OPER_IBI{satellite}TMS_2F\")\n",
" request.set_products(measurements=request.available_measurements(\"IBI\"), \n",
" auxiliaries=['F10_INDEX', 'F107'])\n",
" data = request.get_between(starttime, endtime)\n",
" df = data.as_dataframe()\n",
" df = df[ (df.Bubble_Index > -1) ]\n",
" \n",
" return df\n",
"\n",
"\n",
"def downloadfn(dates):\n",
" '''Download Solar Radio Flux for specified date(s).\n",
" \n",
" Parameters\n",
" ----------\n",
" dates : datetime or list of datetimes\n",
" \n",
" Returns\n",
" -------\n",
" list of numpy.float64\n",
" Solar Radio Flux\n",
" '''\n",
" def loaddf(year):\n",
" df = pd.read_html(f'https://spaceweather.gc.ca/forecast-prevision/solar-solaire/solarflux/sx-5-flux-en.php?year={year}')[0]\n",
" return df\n",
" \n",
" def getfn(df,date):\n",
" return df[ (df.Date == date.strftime(\"%Y-%m-%d\")) & (df.Time == \"20:00:00\") ][\"Observed Flux\"].values[0]\n",
" \n",
" if isinstance(dates, datetime):\n",
" years = [ dates.year ]\n",
" dates = [ dates ]\n",
" elif isinstance(dates, list):\n",
" years = [ dates[0].year ]\n",
" else: \n",
" raise TypeError(f\"must be datetime or list of datetimes\")\n",
" \n",
" df_fn = loaddf(years[0])\n",
" fn = []\n",
" \n",
" for d in dates:\n",
" y = d.year\n",
" if y not in years:\n",
" df_fn = pd.concat([df_fn, loaddf(y)])\n",
" fn.append(getfn(df_fn, d))\n",
" years.append(y) \n",
" else:\n",
" fn.append(getfn(df_fn, d))\n",
" \n",
" return fn\n",
"\n",
"\n",
"def calcindex(df):\n",
" '''Calculation of the IBP index. If Solar Radio Flux lower than 80 the IBP index is set to -1.\n",
" \n",
" Parameters\n",
" ----------\n",
" df : pandas.DataFrame (with columns Doy, Lon, LT and F10.7)\n",
" \n",
" Returns\n",
" -------\n",
" pandas.DataFrame\n",
" contains the columns: Doy (Day(s) of the year), Month (Month(s) from the day of the year), \n",
" Lon (Longitude(s)), LT (Local Time(s)), F10.7 (solar index(es)), IBP (Ionospheric Bubble Index, value(s) between 0.0 and 1.0).\n",
" '''\n",
" def calcibp(index, row):\n",
" df = ibp.calculateIBPindex(day_month=int(row[\"Doy\"]), longitude=row[\"Lon\"], local_time=row[\"LT\"], f107=row[\"F10.7\"])\n",
" df = df.set_index([pd.Index([index])])\n",
" return df\n",
" \n",
" index_sort = df.index\n",
" \n",
" tmp = df[ (df[\"F10.7\"] < 80) ].copy()\n",
" tmp[\"IBP\"] = -1\n",
" tmp['Month'] = [ int(datetime.strptime(f\"2023-{t}\",\"%Y-%j\").strftime('%m')) for t in tmp.Doy ]\n",
" tmp['Month'] = tmp['Month'].astype(int)\n",
" \n",
" di = pd.DataFrame(columns=tmp.columns)\n",
" \n",
" i = 0\n",
" for index, row in df[ (df[\"F10.7\"] >= 80) ].iterrows():\n",
" if i == 0:\n",
" di = calcibp(index, row)\n",
" i = 1\n",
" else:\n",
" ib = calcibp(index, row)\n",
" di = pd.concat([di, ib])\n",
"\n",
" di = pd.concat([di, tmp])\n",
" di = di.reindex(index_sort)\n",
" \n",
" return di[['Doy','Month','Lon','LT','F10.7','IBP']]\n",
"\n",
"\n",
"def satelliteIBP(df):\n",
" '''Calculation of the IBP index at the specified time and longitude\n",
" \n",
" Parameters\n",
" ----------\n",
" df : pandas.DataFrame (with DatetimeIndex and columns Longitude and F107)\n",
" \n",
" Returns\n",
" -------\n",
" pandas.DataFrame\n",
" with column IBP (Ionospheric Bubble Index, values between 0.0 and 1.0)\n",
"\n",
" '''\n",
" \n",
" # Create required columns\n",
" df['Lon'] = np.rint(df['Longitude'])\n",
" df['dt'] = df.index\n",
" df['timediff'] = ((df.dt - df.dt.shift()) / np.timedelta64(1, 'm')).gt(3).cumsum()\n",
" df['londiff'] = np.absolute(df['Lon'] - df['Longitude'])\n",
"\n",
" tmp = df.loc[df.groupby([\"timediff\", \"Lon\"]).agg({\"londiff\": ['idxmin']})[('londiff', 'idxmin')].values]\n",
" tmp[\"Doy\"], tmp[\"LT\"] = getlt(tmp.index.tolist(), tmp.Lon)\n",
" \n",
" tmp.rename(columns={\"F107\": \"F10.7\"}, inplace=True)\n",
" \n",
" tmp['IBP'] = calcindex(tmp[['Doy', 'LT', 'Lon', 'F10.7']])['IBP']\n",
" \n",
" # merge df and tmp\n",
" df = pd.concat([df, tmp['IBP']], axis=1)\n",
" del df[\"Lon\"], df[\"dt\"], df[\"londiff\"], df[\"timediff\"]\n",
" \n",
" return df\n",
"\n",
"\n",
"def globalIBP(datum, fn=150):\n",
" '''Calculation of the IBP index for all longitudes at the specified time.\n",
" \n",
" Parameters\n",
" ----------\n",
" datum : datetime\n",
" \n",
" Returns\n",
" -------\n",
" pandas.DataFrame\n",
" contains the columns: Doy (Day of the year), Month (Month from the day of the year), \n",
" Lon (Longitudes), LT (Local Times), F10.7 (solar index), IBP (Ionospheric Bubble Index, values between 0.0 and 1.0).\n",
" '''\n",
" df = pd.DataFrame(columns=[\"Doy\", \"Lon\", \"LT\", \"F10.7\"])\n",
" df[\"Lon\"] = np.arange(-180,180)\n",
" df[\"Doy\"], df[\"LT\"] = getlt(datum, df[\"Lon\"])\n",
" \n",
" if datum.date() >= datetime.now().replace(tzinfo=timezone.utc).date():\n",
" df[\"F10.7\"] = fn\n",
" else:\n",
" df[\"F10.7\"] = downloadfn(datum)[0]\n",
" \n",
" return calcindex(df)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### IBP index around the earth at specific time"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:27.556998Z",
"iopub.status.busy": "2025-11-17T21:46:27.556605Z",
"iopub.status.idle": "2025-11-17T21:46:30.787142Z",
"shell.execute_reply": "2025-11-17T21:46:30.786541Z"
}
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABLgAAAMrCAYAAABK8Cs1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeXwU9f3H8dd3djcnJEC4MVzigeIJHqCIqKBg8a76s1a0aEWsF61Wqi1qrdjaWloVj1alHlXrWQ8UqScqWkSwiooXGo4ESDgScu7ufH9/7GaTJRvIbo5Nsu9nH1N25/jOZybj7sxnv4ex1lpEREREREREREQ6KCfZAYiIiIiIiIiIiDSHElwiIiIiIiIiItKhKcElIiIiIiIiIiIdmhJcIiIiIiIiIiLSoSnBJSIiIiIiIiIiHZoSXCIiIiIiIiIi0qEpwSUiIiIiIiIiIh2aElwiIiIiIiIiItKhKcElIiIiIiIiIiIdmhJcIiLS4cyfPx9jDB9++GFk3g033IAxJjI5jkO/fv2YPHky7777btT23333XYN18/LymDx5MkuWLNnl/o8++miOPvroFj2m888/n8GDB7domS3pn//8J3Pnzm3SusFgkNtvv50TTjiB3XbbjaysLIYPH861117L1q1bY25zxx13sPfee5Oens6QIUO48cYb8fv9UeusXbuWK6+8knHjxtGtWzeMMcyfPz9meUcffXTU37h2OuGEE+I46paPqzHvvPMOF154ISNHjiQ9PR1jDN99912z4mqM3+/nxhtvZPDgwaSnp7P33ntzxx13NFjv73//O6eccgqDBw8mMzOTYcOGcckll1BYWNik/axZs4ZTTz2VoUOHkp2dTW5uLgcddBB33nkngUCgwfrffvstp512Gt26daNLly5MmDCBjz76qEn7iue4WmJfIiIi0v4owSUiIp3KK6+8wpIlS3jnnXf485//TFFREUcffXTMh9fLLruMJUuWsHjxYubMmcPHH3/M+PHjWb58+U73MW/ePObNm9dah9AuxZPgqqys5IYbbmDQoEHMnTuXBQsWcNFFF3HfffdxxBFHUFlZGbX+7373O6644gpOO+00Fi5cyIwZM7jlllu49NJLo9b7+uuvefTRR0lLS2Py5Mm7jGPo0KEsWbIkamrqMbRmXLG89tpr/Oc//2HgwIGMGTOmReJqzIwZM5gzZw6XXnopCxcu5NRTT+WKK67glltuiVpv9uzZdOnShVtuuYVXXnmFa665hhdffJGRI0eyYcOGXe6nvLycnJwcfv3rX/P888/z+OOPc+SRR3LZZZcxffr0qHU3bdrE2LFj+fLLL3nggQf417/+RVVVFUcffTSrVq1q0eNqiX2JiIhIO2RFREQ6mAcffNACdunSpZF5s2fPtoDdtGlT1LrffPONBeysWbMi81avXm0Be9ttt0Wt+9prr1nAXnjhha17ADFMnTrVDho0qM3321Qnnnhik+MLBAK2uLi4wfwnn3zSAvbhhx+OzCsuLrYZGRn2pz/9adS6v/vd76wxxq5cuTIyLxgMRl4vXbrUAvbBBx+MGcO4cePsvvvu26R4Y2mtuBpTv4zbbrvNAnb16tXNiiuWTz/91Bpj7C233BI1/6KLLrKZmZm2pKQkMm/Dhg0Ntq89vt/+9rdNOayYzjzzTOv1em1VVVVk3tVXX219Pp/97rvvIvO2bdtme/bsac8888xdlhnPcTV3XyIiItI+qQaXiIh0arm5uQD4fL5drnv44YcD8P333+90vR2bKNY2efzjH//I7bffzpAhQ+jSpQujR4/m/fffb7D9/Pnz2WuvvUhPT2f48OE89NBDMfdTU1PDzTffHGmK1qtXLy644AI2bdoUWefWW2/FcRxeeOGFqG3PP/98srKy+OSTT3Z6LHfddRdHHXUUvXv3Jjs7m/32248//OEPUc3djj76aF566SW+//77qOZ+jfF4POTl5TWYf+ihhwKhpmu1XnnlFaqqqrjgggui1r3ggguw1vLcc89F5jlO2922tHVcTS0jnrhiee6557DWxty+srKSV155JTKvd+/eDbYfOXIkHo8n6m8Yr169euE4Dh6PJzLv2Wef5ZhjjmHQoEGReTk5OZx22mm88MILMZs01hfPcTV3XyIiItI+KcElIiKdSjAYJBAIUFNTw9dff82ll15Keno6Z5xxxi63/frrr4HQA3gi7rrrLhYtWsTcuXN59NFHKS8vZ/LkyWzbti2yzvz587ngggsYPnw4Tz/9NNdffz2//e1vef3116PKcl2Xk08+mVtvvZVzzjmHl156iVtvvZVFixZx9NFHR5r5/fKXv2TSpElMnTo1kph78MEH+cc//sEdd9zBfvvtt9OYv/nmG8455xwefvhhXnzxRaZNm8Ztt93GxRdfHFln3rx5HHHEEfTt2zequV+8ao9x3333jcz79NNPARrE2a9fP3r27BlZnohvvvmGHj164PV62X333bnuuusaNI9sTGvG1RzNjevTTz+lV69e9O3bN2r+/vvvH1V+Y9566y2CwWDU3xBCCdXG+g2z1hIIBNiyZQtPPPEE8+fP5+c//zlerxcINWn95ptvIjHsGFdlZSXffvvtTvfV1OOKd18iIiLScXiTHYCIiEhL2vEBNycnh8ceeyxmosd1XQKBAMFgkJUrV0b6BfrRj36U0L67du3Kiy++GKmZ0r9/fw499FBefvllzj77bFzX5brrruPggw/m2WefjdSCOvLII9ljjz3o379/pKx//etfvPLKKzz99NOcdtppkfkHHHAAhxxyCPPnz+eSSy7BGMNDDz3EgQceyJlnnsk999zDz372M84991ymTZu2y5hvv/32qPMxduxY8vLyuOCCC/jTn/5E9+7d2WeffejWrRvp6emRWm7xWrduHddeey2jRo3iBz/4QWR+SUkJ6enpZGdnN9imR48elJSUJLS/I488krPOOou9996byspKXn75Zf7whz/wzjvv8MYbb+yyxlRrxdVczY2rpKSEHj16NJifnZ1NWlraTrcvKytjxowZ5Ofn85Of/CRqmcfjwePxxKzZ9/vf/55Zs2YBYIzhV7/6FTfffHNk+ZYtW7DWxoyrdl79uGLtq6nHFe++REREpONQDS4REelU/vOf/7B06VL++9//8uKLL3Lcccdx9tln8+yzzzZY95e//CU+n4+MjAxGjhxJQUEB9957b8IdhZ944olRza5qa4nU1qxatWoV69ev55xzzol6OB80aFCDjsVffPFFunXrxpQpUwgEApHpwAMPpG/fvrz55puRdfPy8njiiSf46KOPGDNmDAMHDuSee+5pUszLly/npJNOIi8vD4/Hg8/n47zzziMYDPLll18mdB52tHnzZiZPnoy1lieeeKJBcmlnzR13tmxnbr75Zi655BLGjx/P5MmTueOOO7j11lt5++23+fe//x1Zr/65DQQCWGtbLa7ahGrtFAwG4y6jJeJKZPuqqipOO+00vv/+e5588km6dOkStfz+++8nEAhENfurdf7557N06VIWLlzINddcw2233cZll12WcFyN7Sue42qNa05ERESSSwkuERHpVA444ABGjRrFIYccwoknnsiTTz7JsGHDYo4wd8UVV7B06VKWLVvGN998Q2FhIT/96U8T3veO/U6lp6cDRJrF1dYM2bGWWax5GzZsYOvWraSlpeHz+aKmoqIiiouLo9Y/7LDD2HfffamqquKSSy6JWcNnRwUFBYwdO5Z169bxl7/8hcWLF7N06VLuuuuuqLibY8uWLUyYMIF169axaNEihg4dGrU8Ly+PqqoqKioqGmy7efPmmDVtEnXuuecCRPWLtuO5/cc//tFqcf3kJz+J2texxx4bdxnNjSsvLy9mDaXy8nJqampibl9dXc2pp57KO++8w/PPP89hhx0WV8x9+/Zl1KhRTJw4kVtvvZWbbrqJO++8MzJaaffu3THGxIxr8+bNAC12XC2xLxEREWmf1ERRREQ6Ncdx2HfffXnyySfZuHFjVMfZu+22G6NGjWqzWGoTYEVFRQ2W7TivZ8+e5OXlRXWOXV/Xrl2j3s+ePZtPPvmEkSNH8pvf/IYf/OAHDZJJO3ruuecoLy/nmWeeiaoNs2LFiqYczi5t2bKF4447jtWrV/Paa6/F7PeotunoJ598EpU4qU3ijRgxokViqa9+DbKlS5dGLRsyZEirxXXDDTfws5/9LPJ+x79hUzQ3rv3224/HH3+coqKiqKRq7WAEO25fXV3NKaecwhtvvMG///3vhJJyO6odbODLL7/koIMOIjMzk2HDhsUcEOGTTz4hMzNzl9dyU4+rJfYlIiIi7ZNqcImISKcWDAb55JNPSE9PJycnJ6mx7LXXXvTr14/HHnssqinc999/z3vvvRe17g9+8ANKSkoIBoOMGjWqwbTXXntF1l20aBFz5szh+uuvZ9GiReTm5nLWWWdRU1Oz03hqm2LV1jSDUIfgf/vb3xqsm56eHleNrtrk1rfffsurr77KQQcdFHO9E044gYyMDObPnx81f/78+RhjOOWUU5q8z12prZ1Vvx+xHc9rbRKyNeIaPHhwo3/DpmpuXCeffDLGmMi5qL99ZmYmJ5xwQmRebc2t119/naeffprjjz8+7nhjeeONNwAYNmxYZF7tfuqPzlhWVsYzzzzDSSedFOmQvjHxHFdz9yUiIiLtk77BRUSkU1m2bBm5ublAqJnfAw88wBdffMFVV11FRkZGUmNzHIff/va3XHjhhZx66qlcdNFFbN26lRtuuKFBE8Wzzz6bRx99lMmTJ3PFFVdw6KGH4vP5WLt2LW+88QYnn3wyp556KoWFhZx77rmMGzeO2bNn4zgOTzzxBEcddRTXXHMNc+fObTSeCRMmkJaWxv/93/9xzTXXUFVVxd13382WLVsarLvffvvxzDPPcPfddzNy5Egcx2m09ltlZSXHH388y5cvZ+7cuQQCgahmgb169WL33XcHQs3Brr/+en7961/To0cPJk6cyNKlS7nhhhu48MIL2WeffaLKfuqppwAiI919+OGHkf6gakfKXLx4Mb/73e849dRTGTp0KFVVVbz88svcd999HHPMMUyZMmVnf6ZWi2tnNm3axFtvvQXU1Tp6+eWX6dWrF7169WLcuHEJxbWjfffdl2nTpjF79mw8Hg+HHHIIr776Kvfddx8333xzVPO8M844g5dffpnrrruOvLy8qL9hTk5O1L6mTZvGP/7xD7755ptIbcDZs2ezYcMGjjrqKAYMGMDWrVt55ZVX+Nvf/sYPf/hDRo4cGdn+F7/4BQ8//DAnnngiN910E+np6dx6661UVVVxww03RB1DrH3Fc1zx7EtEREQ6ECsiItLBPPjggxawS5cujcybPXu2BaKmHj162MMOO8w+8MADNhgMRtZdvXq1Bextt92W0P7HjRtnx40b16TyADt79uyoeX//+9/tHnvsYdPS0uyee+5pH3jgATt16lQ7aNCgqPX8fr/94x//aA844ACbkZFhu3TpYvfee2978cUX26+++soGAgE7btw426dPH1tYWBi17W233WYB++yzz+70WF544YVI+QMGDLBXX321ffnlly1g33jjjch6mzdvtmeccYbt1q2bNcbYnd1C1J6PxqapU6c22OYvf/mL3XPPPW1aWpodOHCgnT17tq2pqYl5Phuban311Vd28uTJdsCAATY9Pd1mZGTY/fbbz/7ud7+zVVVVOz0frRnXzrzxxhuNbl//Wos3rlhqamrs7Nmz7cCBAyPX4F//+te4jmnHmKZOnWoBu3r16si8559/3h533HG2T58+1uv12i5duthDDz3U/vWvf7V+v7/B/r7++mt7yimn2JycHJuVlWWPPfZYu2zZsgbrxdpXPMcVz75ERESk4zDW1msjISIiIiIiIiIi0sGoDy4REREREREREenQlOASEREREREREZEOTQkuERERERERERHp0JTgEhERERERERFJYW+//TZTpkyhf//+GGN47rnndrnNW2+9xciRI8nIyGDo0KHcc889rR/oTijBJSIiIiIiIiKSwsrLyznggAO48847m7T+6tWrmTx5MmPHjmX58uX86le/4vLLL+fpp59u5Ugbp1EURUREREREREQEAGMMzz77LKecckqj6/zyl7/k+eef5/PPP4/Mmz59Oh9//DFLlixpgygb8iZlr0nkui7r16+na9euGGOSHY6IiIiIiIiINJO1lrKyMvr374/jdPzGalVVVdTU1CS8vbW2Qc4jPT2d9PT05oYGwJIlS5g4cWLUvOOPP577778fv9+Pz+drkf3EI+USXOvXryc/Pz/ZYYiIiIiIiIhIC1uzZg277bZbssNolqqqKrIye2MpS7iMLl26sH379qh5s2fP5oYbbmhmdCFFRUX06dMnal6fPn0IBAIUFxfTr1+/FtlPPFIuwdW1a1cgdNHn5OQkOZrOw+/38+qrrzJx4sSkZGql49E1I4nQdSOJ0HUjidB1I4nQdSOJ0HXTMkpLS8nPz48883dkNTU1WMrISZuFIf4aV5ZqSrfPaZD3aKnaW7V2rCFW2wNWslrLpVyCq/ZE5+TkKMHVgvx+P1lZWeTk5OhDWZpE14wkQteNJELXjSRC140kQteNJELXTcvqTF0RecjAMRlxb+fa1s979O3bl6Kioqh5GzduxOv1kpeX1yr73JWO3zBVRERERERERETazOjRo1m0aFHUvFdffZVRo0YlLVGrBJeIiIiIiIiISDvjwSQ8xWv79u2sWLGCFStWALB69WpWrFhBQUEBALNmzeK8886LrD99+nS+//57Zs6cyeeff84DDzzA/fffzy9+8YsWOfZEpFwTRRERERERERGR9s5jHZwE6iUZG/82H374IePHj4+8nzlzJgBTp05l/vz5FBYWRpJdAEOGDGHBggVcddVV3HXXXfTv35+//vWvnH766XHvu6UowSUiIiIiIiIi0s44GJwEamORwDZHH310pJP4WObPn99g3rhx4/joo4/i3ldrUYJLRERERERERKSdacsEV2egPrhERERERERERKRDUw0uEREREREREZF2xpNgDS6TojW4lOASEREREREREWln1EQxPkltovj2228zZcoU+vfvjzGG5557bpfbvPXWW4wcOZKMjAyGDh3KPffc0/qBioiIiIiIiIi0odoEVyJTKkpqgqu8vJwDDjiAO++8s0nrr169msmTJzN27FiWL1/Or371Ky6//HKefvrpVo5URERERERERKTtGAtOApNpfDDETi2pTRQnTZrEpEmTmrz+Pffcw8CBA5k7dy4Aw4cP58MPP+SPf/wjp59+eitFKSIiIiIiIiIi7VmH6oNryZIlTJw4MWre8ccfz/3334/f78fn8zXYprq6murq6sj70tJSAPx+P36/v3UDTiG151LnVJpK14wkQteNJELXjSRC140kQteNJELXTcvojOfPgYSaG6ZoBa6OleAqKiqiT58+UfP69OlDIBCguLiYfv36Ndhmzpw53HjjjQ3mv/rqq2RlZbVarKlq0aJFyQ5BOhhdM5IIXTeSCF03kghdN5IIXTeSCF03zVNRUZHsEFpcov1p2RTtg6tDJbgAjIn+Q1lrY86vNWvWLGbOnBl5X1paSn5+PhMnTiQnJ6f1Ak0xfr+fRYsWMWHChJg16UR2pGtGEqHrRhKh60YSoetGEqHrRhKh66Zl1LbW6kyU4IpPh0pw9e3bl6Kioqh5GzduxOv1kpeXF3Ob9PR00tPTG8z3+Xz68GgFOq8SL10zkghdN5IIXTeSCF03kghdN5IIXTfNo3MnHSrBNXr0aF544YWoea+++iqjRo3SxSwiIiIiIiIinYZqcMXHSebOt2/fzooVK1ixYgUAq1evZsWKFRQUFACh5oXnnXdeZP3p06fz/fffM3PmTD7//HMeeOAB7r//fn7xi18kI3wRERERERERkVZhmvG/VJTUGlwffvgh48ePj7yv7Str6tSpzJ8/n8LCwkiyC2DIkCEsWLCAq666irvuuov+/fvz17/+ldNPP73NYxcRERERERERaS2qwRWfpCa4jj766Egn8bHMnz+/wbxx48bx0UcftWJUIiIiIiIiIiLJ5ZBYs7vGsyydW1KbKIqIiIiIiIiIiDRXh+pkXkREREREREQkFTg2wSaKVk0URURERERERESkHTAJ9sHlqg8uERERERERERFpDxIdETFVR1FUH1wiIiIiIiIiItKhqQaXiIiIiIiIiEg7k+goiqlak0kJLhERERERERGRdsZJsA+uRLbpDJTgEhERERERERFpZ5Tgio8SXCIiIiIiIiIi7YwJT4lsl4pStWmmiIiIiIiIiIh0EqrBJSIiIiIiIiLSzqiJYnyU4BIRERERERERaWccm2CCyyrBJSIiIiIiIiIi7YD64IqP+uASEREREREREZEOTTW4RERERERERETaGfXBFR8luERERERERERE2hmHxJrdpWpTPSW4RERERERERETaHYNRL1xNpgSXiIiIiIiIiEg7oyaK8UnVmmsiIiIiIiIiItJJqAaXiIiIiIiIiEg7Y2xijQ2NbfFQOgQluERERERERERE2hk1UYyPElwiIiIiIiIiIu2MRlGMT6oet4iIiIiIiIiIdBKqwSUiIiIiIiIi0s6Y8P8S2S4VKcElIiIiIiIiItLOqIlifJTgEhERERERERFpZ0IJrkQ6mU9NSnCJiIiIiIiIiLQzxpJQY0NjWzyUDiFVE3siIiIiIiIiItJJqAaXiIiIiIiIiEg7oz644qMEl4iIiIiIiIhIO6NRFOOjBJeIiIiIiIiISDujGlzxUYJLRERERERERKTdSawGV2Jd03d8qZrYExERERERERGRTkI1uERERERERERE2hk1UYyPElwiIiIiIiIiIu2MElzxUYJLRERERERERKSdMRiM1SiKTZWqiT0REREREREREekkVINLRERERERERKSdURPF+CjBJSIiIiIiIiLSzpjwlMh2qShVE3siIiIiIiIiIu2W04wpEfPmzWPIkCFkZGQwcuRIFi9evNP1H330UQ444ACysrLo168fF1xwASUlJQnuvfmU4BIRERERERERaWdMM/4XryeeeIIrr7yS6667juXLlzN27FgmTZpEQUFBzPXfeecdzjvvPKZNm8bKlSt58sknWbp0KRdeeGFzDzthSnCJiIiIiIiIiKSw22+/nWnTpnHhhRcyfPhw5s6dS35+PnfffXfM9d9//30GDx7M5ZdfzpAhQzjyyCO5+OKL+fDDD9s48jpKcImIiIiIiIiItDPNbaJYWloaNVVXV8fcT01NDcuWLWPixIlR8ydOnMh7770Xc5sxY8awdu1aFixYgLWWDRs28NRTT3HiiSc276CbQQkuEREREREREZF2xjRjAsjPzyc3NzcyzZkzJ+Z+iouLCQaD9OnTJ2p+nz59KCoqirnNmDFjePTRRznrrLNIS0ujb9++dOvWjTvuuKN5B90MSnCJiIiIiIiIiLQzza3BtWbNGrZt2xaZZs2atdP9GRPdd5e1tsG8Wp999hmXX345v/nNb1i2bBmvvPIKq1evZvr06YkdbAvwJm3PIiIiIiIiIiLSKnJycsjJydnlej179sTj8TSorbVx48YGtbpqzZkzhyOOOIKrr74agP3335/s7GzGjh3LzTffTL9+/Zp/AHFSDS4RERERERERkXbGkFjtrXjHUExLS2PkyJEsWrQoav6iRYsYM2ZMzG0qKipwnOiUksfjAUI1v5JBNbhERERERERERNqZ+v1pxbtdvGbOnMmPf/xjRo0axejRo7nvvvsoKCiINDmcNWsW69at46GHHgJgypQpXHTRRdx9990cf/zxFBYWcuWVV3LooYfSv3//BCJoPiW4RERERERERETamfr9acW7XbzOOussSkpKuOmmmygsLGTEiBEsWLCAQYMGAVBYWEhBQUFk/fPPP5+ysjLuvPNOfv7zn9OtWzeOOeYYfv/73yew95aR9CaK8+bNY8iQIWRkZDBy5EgWL1680/UfffRRDjjgALKysujXrx8XXHABJSUlbRStiIiIiIiIiEjrM4AxCUwJ7m/GjBl89913VFdXs2zZMo466qjIsvnz5/Pmm29GrX/ZZZexcuVKKioqWL9+PY888ggDBgxI+HibK6kJrieeeIIrr7yS6667juXLlzN27FgmTZoUlRWs75133uG8885j2rRprFy5kieffJKlS5dy4YUXtnHkIiIiIiIiIiLSXiQ1wXX77bczbdo0LrzwQoYPH87cuXPJz8/n7rvvjrn++++/z+DBg7n88ssZMmQIRx55JBdffDEffvhhG0cuIiIiIiIiItJ6EulgPtFmjZ1B0vrgqqmpYdmyZVx77bVR8ydOnMh7770Xc5sxY8Zw3XXXsWDBAiZNmsTGjRt56qmnOPHEExvdT3V1NdXV1ZH3paWlAPj9fvx+fwsciQCRc6lzKk2la0YSoetGEqHrRhKh60YSoetGEqHrpmV0xvPXlp3MdwZJS3AVFxcTDAbp06dP1Pw+ffpQVFQUc5sxY8bw6KOPctZZZ1FVVUUgEOCkk07ijjvuaHQ/c+bM4cYbb2ww/9VXXyUrK6t5ByEN7DisqMiu6JqRROi6kUToupFE6LqRROi6kUToummeioqKZIfQ4tqyk/nOIOmjKBoTnVu01jaYV+uzzz7j8ssv5ze/+U1kGMqrr76a6dOnc//998fcZtasWcycOTPyvrS0lPz8fCZOnEhOTk7LHUiK8/v9LFq0iAkTJuDz+ZIdjnQAumYkEbpuJBG6biQRum4kEbpuJBG6blpGbWstSV1JS3D17NkTj8fToLbWxo0bG9TqqjVnzhyOOOIIrr76agD2339/srOzGTt2LDfffDP9+vVrsE16ejrp6ekN5vt8Pn14tAKdV4mXrhlJhK4bSYSuG0mErhtJhK4bSYSum+bpjOdOTRTjk7Saa2lpaYwcObJBNcxFixYxZsyYmNtUVFTgONEhezweIFTzS0RERERERESkM3BM4lMqSmoTxZkzZ/LjH/+YUaNGMXr0aO677z4KCgqYPn06EGpeuG7dOh566CEApkyZwkUXXcTdd98daaJ45ZVXcuihh9K/f/9kHoqIiIiIiIiISItRDa74JDXBddZZZ1FSUsJNN91EYWEhI0aMYMGCBQwaNAiAwsJCCgoKIuuff/75lJWVceedd/Lzn/+cbt26ccwxx/D73/8+WYcgIiIiIiIiItLiEq2N5QCkYCO3pHcyP2PGDGbMmBFz2fz58xvMu+yyy7jssstaOSoREREREREREekokp7gEhERERERERGRaGqiGB8luERERERERERE2hmTYBNFJbhERERERERERKRdMFhMAp1pJbJNZ+AkOwAREREREREREZHmUA0uEREREREREZF2plmjKKYgJbhERERERERERNoZdTIfHyW4RERERERERETaGcdYHBN/f1pOivbBpQSXiIiIiIiIiEg7Y0xoinu7lg+lQ0jVppkiIiIiIiIiItJJqAaXiIiIiIiIiEg7oxpc8VGCS0RERERERESknVEfXPFRgktEREREREREpJ1RDa74KMElIiIiIiIiItLOOCY0xb1dy4fSIaTqcYuIiIiIiIiISCehGlwiIiIiIiIiIu2MMRaTQB9cRn1wiYiIiIiIiIhIe6A+uOKjBJeIiIiIiIiISDsT6oMrkVEUU1OqHreIiIiIiIiIiHQSqsElIiIiIiIiItLeJNhEMVUpwSUiIiIiIiIi0s44xibYRFGdzIuIiIiIiIiISDugURTjowSXiIiIiIiIiEg7YwyYBHpON27Lx9IRKMElIiIRpQXb2fLlNrrmd6HHXrkNlltr2fp1KW6NS/e9c3E8GqtERERERESSTwkuERHBX+7ntRnv8c0LBdTWaM7omU63oV3pfXBP9rtwL6pKqnn9siVs+XIbAFl9Mxl76yEMO3lQEiMXEREREemcEu6DK4FtOgMluEREUlz11mpeueBt1r1dRP3m+lXF1RQVV7Phw2I++dsXgMG6dStUFFWw8IK3qPrjYewzdQ/V5hIRERERaUEJ98GlBJeIiHR21rUUf7qZ/85ZwZo31mMMBAMWGwCINQaxxbp1ryPrGBvqE8DA4ms+4KM/f8L4O8aQf3R/3KBL9dYa0nLS8PiU9BIRERERSUTt/XYi26UiJbhERFJAWcF23r/xQ759qQA3UJeospH/i53cimYi8x0HbL3F5UUVLPi/1zjwZ/uy6pGvqCyuwpvpYZ/z9+KQXx2MN8PTwkckIiIiIiJSRwkuEZFOrrK4imdPeImqzdXh5FYs9Wpn7cCY2mRWaB0TTm7V/TJkQ0MRB2DF3E8i2wUqg3xy72eUrdnOxAfHt9jxiIiIiIikAvXBFR+1HRER6cS2frON/1z0FpXFVdhg7RdddCKrfqJq12yDbRxjG0mNgXVh9YsFbFm1NZ6wRURERERSXm0fXIlMqUgJLhGRTuqzB7/gySOeZf27RTvkrhp+4ZlGvg1qE1k7tuOvbZ4Y/etQ/ZUsUPcFu/DH/+G7Bd/HdwAiIiIiIimstg+uRKZUpASXiEgnU/JpCW9c8hbvXvt+OM8USjZBY40QQ1+CjgccH6TleBhz08EMGNcXJ82p61fehAqoa564Y22uHcpz6l6XFWxn0QVv8PlDq1ruQEVEREREOrHaJoqJTKlIfXCJiHQiXz72FYtnvoO1hkifWYbw+x017Her625ZHD//aHrtn8dBl+1L1dZqltywjC+fWE2wOkje8G4cdv1BlH5fxgc3LcP6g0BtP10xaobV9UsPwH9vXsawM4ay5bMtBKuD9DyoJ74sX0sdvoiIiIiIpCgluEREOonqrdW8+8v3wMZKNtUmu2wk2ZQzpCuDTsin/5F9IWhJ755Ov8N6Y5y6pFdGt3TGzx3DuD8eTrDGxZdV97Wx9znDeOn0hZR8UoJ1o/fWsFZXqJ8u/7Yq/jXqX1RvqQbAm+3lkOsPYfj5w1viFIiIiIiIdBqJ9qeVqn1wKcElItLBWWv56p+rWPb7j3BrQpmmUP2tUJapth1+bdIru28Wx9x7FP1G98E0sYG+43VwvNGt2tNz0hh/51j+Pfkl/BUBCIbaLlq3YXLN49TNq01uAQTKAyyZtYTsftkMPH5gnEcuIiIiItJ5GcdinAQSXE0aPKrzUR9cIiId3Kd3/Y8l17xLVXHlDkvq+t6CUEfyjscwft5Y+o/p2+Tk1s5036sbp795MvtO25se+3an/5F9GfeXMfi6+sKtH6OTWzE58MndnzQ7FhERERGRzkSdzMdHNbhERDqwqs1VfHz7cqC2N626freItEYMzet9cC9GzTqYAWP7tWgMXfO7MObmw6LmZfbMZNEFr2NsXef2MbroCnEtW7/a2qIxiYiIiIhIalENLhGRDshay2d//4RnxzxOsLquo/e6X2tsZGREY+C4+4/m5AUntnhyqzGDJuZz5run0WdU70Z/QTLG4vEE8flc3LIKFp75IltWbW6T+ERERERE2juT4AiKqdoHlxJcIiId0JcPfcaym97HX+6Pmh/6Uqvt8d3S84CenPjsJIb8YHCbx5gzuCvDp+5F7C4ALB6PG5X82rS0iIWnvUBFUXlbhSgiIiIi0m7VdjKfyJSKlOASEelgrGv55I7l9edQm0UyBhwHvD5L134ZTHnhRPqN7puUOAEGnTiYrL5ZGI+JSmZ5POHO8OvNs0FLoNzPqoc+a+MoRURERETaHyW44qMEl4hIB1O8fAOVG0MdyhtDvZFVwokuA94ML+PuPabByIdtzZvh5YQnJ9Fjnx5AKF5PuoOvizdm00XrWoo/2ogbcKnYUE6gKtDGEYuIiIiItA9KcMVHncyLiHQQ1rUsve5tvn7sC0LdtocyRMYAjg13Km8Y/IPBHPa7MWTkZSYz3Ijc3XM5aeHJbP1yC1VbqukxvAevn/8Km5ZtqNd80UaSddu/28Kzox6iZls1TprD0DP24sBfjcaX7UvmYYiIiIiISDumBJeISAfx1cMr+ebxLyKdyVsbGh0Rwkkuj8GX5WX0bWNJ65qW1Fhj6bZn98jrPc7Zm00fbgi/s3gcF8cJjbRYtaGuDy63xuWbx79g+9oyxv/jxDaOWEREREQkeWo7jU9ku1SkJooiIh3EV4+srM1n7fClFXqd1tXHMQ8e3y6TWzsaevoe7HnePgB4PDacsIu9rnUtRW+vZfMnm9owQhERERGR5FITxfgowSUi0kFUbqyINOkzBrye2ppPlt6H9Ob0pT+iz2H9khtkExljOOzmI5iy6HS8GU69/rhidMwVVvI/JbhEREREJHWEuvBIYGr8lrpTUxNFEZF2rmZbFV/evwLrb9jhem1zxfwJg/BmdLyP9Nw9uuNWB+vNqWt2GT0PMnq2jz7FRERERESk/VENLhGRdsxfVsMbZz7Nqns/wlb7iYyUGGY8hrRuGex+1t5Ji7E5jGPoPqInOKbeL011o0I6jovPFyQtLcgnt7zN6n99lqRIRURERETaVls3UZw3bx5DhgwhIyODkSNHsnjx4p2uX11dzXXXXcegQYNIT09n991354EHHkho3y1BCS4RkXbs2ydWUrZ6K9a1OE6oSWJ9PQ/uw3H/Oon07hlJirD59rvyEHBtg4pbHo+Lx+NGEl+VRdv55Pfvtn2AIiIiIiJJ0JYJrieeeIIrr7yS6667juXLlzN27FgmTZpEQUFBo9uceeaZvPbaa9x///2sWrWKxx57jL33Tt4P7x2vPYuISIrY9sUmvn7of/UrbOE4FmNCTfpyhnXnuH+dnKToWk7/YwZx5D3H8/EfPqDs263gGPL270XpZ4VRx16fv7wGXzdfm8YpIiIiItKWHJPYiIhOAn1w3X777UybNo0LL7wQgLlz57Jw4ULuvvtu5syZ02D9V155hbfeeotvv/2WHj16ADB48OD4d9yCEqrBNX/+fCoqKlo6FhERCVv1tw95/dTHqSwqa7Cstt8tb1bn+Y1it4lDmLzoLE796HzO+HQa+0w/oNHkFkDpl5vbLjgRERERkSRobg2u0tLSqKm6ujrmfmpqali2bBkTJ06Mmj9x4kTee++9mNs8//zzjBo1ij/84Q8MGDCAPffck1/84hdUVla27EmIQ0IJrlmzZtG3b1+mTZvW6MGKiEhitn2xic9uXwIQ/nKKkekxkP+DPds2sFZmjCG9WwbeDC++ruk7XdfXNa2NohIRERER6Zjy8/PJzc2NTLFqYgEUFxcTDAbp06dP1Pw+ffpQVFQUc5tvv/2Wd955h08//ZRnn32WuXPn8tRTT3HppZe2+HE0VUIJrrVr1/LII4+wZcsWxo8fz957783vf//7Rg98Zzp6J2YiIi1tzYtfYjyhesXRQ/zWJbryDuzL7ueMaNvA2lDPQ/qT0Tt7h/rVFo8n1AfZZ39+h1fG3seCw+7mw58voOzrkuQEKiIiIiLSSppbg2vNmjVs27YtMs2aNWsX+4tu22itbTCvluu6GGN49NFHOfTQQ5k8eTK333478+fPT1otroQSXB6Ph5NOOolnnnmGNWvW8NOf/pRHH32UgQMHctJJJ/Hvf/8b13V3WU5n6MRMRKSlBcr9kcyWMeB4LKa2c3kHRt4ynqMePgVPRudporgjx+tw+B0n4M3ygQHHa/F6ghgTOg+bP1xHzeZKAttrKFz0NW+f/QRl36jZooiIiIh0Hs1NcOXk5ERN6emxW0n07NkTj8fToNLSxo0bG9TqqtWvXz8GDBhAbm5uZN7w4cOx1rJ27doWOgPxafYoir179+aII45g9OjROI7DJ598wvnnn8/uu+/Om2++udNt63diNnz4cObOnUt+fj533313zPVrOzFbsGABxx13HIMHD+bQQw9lzJgxzT0MEZF2o+ehA7CBuh8JjAHHAU8a9D1yAEN+uA+edE8SI2wbeQf2ZdLrP2afyw/BQ5BGfjzCBi1uTYAv7/mgbQMUEREREWlFxrEJT/FIS0tj5MiRLFq0KGr+okWLGs23HHHEEaxfv57t27dH5n355Zc4jsNuu+0W/8G2gIR//t+wYQMPP/wwDz74IN9++y2nnHIKL774IscddxyVlZVcf/31TJ06le+//z7m9rWdmF177bVR85vaidnDDz9MdnY2J510Er/97W/JzMyMuU11dXVUR2qlpaUA+P1+/H5/IocuMdSeS51TaSpdMw25/iCr/7mCgqc+wWSAtfUyOo7BOIY9Lx2VUufMZHnwdPFgM0yohWZa+JykmaieySywYWlBSp0baTp93kgidN1IInTdSCJ03bQMnb/mmTlzJj/+8Y8ZNWoUo0eP5r777qOgoIDp06cDob7Y161bx0MPPQTAOeecw29/+1suuOACbrzxRoqLi7n66qv5yU9+0mh+prUllOCaMmUKCxcuZM899+Siiy7ivPPOiwwLCZCZmcnPf/5z/vznPzdaRnM6McvIyODZZ5+luLiYGTNmsHnz5kb74ZozZw433nhjg/mvvvoqWVlZTTlcicOOGV+RXdE1s4NewCW9MUCsCktL1iyDNW0cU7LlAr8ZFD1v1sAGq/mBBQsWtElI0jHp80YSoetGEqHrRhKh66Z5Kioqkh1Ci6vf3DDe7eJ11llnUVJSwk033URhYSEjRoxgwYIFDBoUug8vLCyM6k6qS5cuLFq0iMsuu4xRo0aRl5fHmWeeyc033xz3vltKQgmu3r1789ZbbzF69OhG1+nXrx+rV6/eZVmJdmJW287z9ttv54wzzuCuu+6KmSWcNWsWM2fOjLwvLS0lPz+fiRMnkpOTs8v4pGn8fj+LFi1iwoQJ+Hy+ZIcjHYCumWhlX5fw7o8fj7kso1cXxj37Y4yn2a3KO6Qtn25gybRnQm/STCi5NacAamq/uC04MPDkfdj3l+Ma/Q6R1KXPG0mErhtJhK4bSYSum5ZR21qrM2nLBBfAjBkzmDFjRsxl8+fPbzBv7733bleJ2YQSXOPGjePggw9uML+mpobHH3+c8847D2NMJNMXS2t0YrbHHns02CY9PT1mR2o+n08fHq1A51XipWsmZNvyIkyNhRjfRdVry/BvqiQ7v1ubx9Ue9DpwAP3GDqXotW/qTk+NxVRbjMficQIYC0XPfEzp0u8Z8euJ5B3SsIaXiD5vJBG6biQRum4kEbpumqdTnrsEE1wkmODq6BKqDnDBBRewbdu2BvPLysq44IILmlRGZ+nETESkJXizfTGTW5HlWWltF0w7Y4xh1B8nMfyKMWT16wpA7t696Hlof7yeQFTn8xVrt7L00qfYvrokSdGKiIiIiLSM5o6imGoSSnA11oxw7dq1UbWrdmXmzJn8/e9/54EHHuDzzz/nqquuatCJ2XnnnRdZ/5xzziEvL48LLriAzz77jLfffjvpnZiJiLSEvuN3x0n3Nuh4y3gMeYflk56X2n0GOj4Pe1x0CEc/dy4AR/zjDLL7ZWE8O5wwC7iW7x9f3vZBioiIiIhI0sTVRPGggw7CGIMxhmOPPRavt27zYDDI6tWrOeGEE5pcXmfoxExEpLlcf5DNS7+n/8ShrH3pq1CNJMdggy5pPbLYf/ZxyQ6xXdr2xQZssOGvUzZoKf1iYxIiEhERERFpOY6xOAnUxkpkm84grgTXKaecAsCKFSs4/vjj6dKlS2RZWloagwcP5vTTT48rgI7eiZmISHNUrN3Csksep6qwFOMxpHktJiOTvNFDyTs0nwEnDsebnbrNE3cms38u5d9vATf6C9x4DJn9NYiIiIiIiHRsxkAi4yel6phLcSW4Zs+eDcDgwYM566yzyMjIaJWgRERSgbWW/13zHNUby0Lvgzb0JRaoovK7QgbedqJGBNyJQWcdRPG7O47WayFo6TNud/zbKin/roS0vGyyduuelBhFRERERBLV1qModnQJjaI4derUlo5DRCTlbP96E2VfNmxKZ4OWiu82U7qykNwR/ZMQWcfQe+xQ9rryKL684x1s0MVxXDweFwN89pt/R63b7eCBjPjtFNJ7dU1OsCIiIiIicTLGYpwEElxuaia4mtzJfI8ePSguLgage/fu9OjRo9FJRER2rvTzQlbd9upO16kuKW+jaDquoVMPZfyrFzP47APwhpNbsWz7eA3LL3sCm6Jf9iIiIiIinV2Ta3D9+c9/pmvXrpHXajYjIpKYzR9+x8dXPIFra5MtMT5PDeTs3adN4+qo0ntks+3jgtBpbCR/ZYOW8m+L2fzf78g7fEibxiciIiIikgg1UYxPkxNc9Zslnn/++a0Ri4hIp2et5as//wfruhhLqAdIa4lKchnof9L+ZPRRR+lNVbG6pNHkVoQxlH9XrASXiIiIiHQISnDFp8kJrtLS0iYXmpOjhzIRkVj8myso/2ZT5L3jWKxrsOEkl/F5GHTOKHa/ZGzyguyA0np2oXrDLr6nrCWzX27bBCQiIiIi0kxKcMWnyQmubt267bJZorUWYwzBYLDZgYmIdEbGG931oTFgPDZcicsy7LLxDDrn0OQE14Hlnz2Sr//yRuMreAxpednkHbF72wUlIiIiIiJtpskJrjfe2MmDg4iINIkvN5NuBw1k68droF6H58YAjqHPcXsnL7gObODZh1C5divrnlm+Q1NFGxpd0Qd26xaW/t888s8ZTb9TRqovSRERERFp11SDKz5NTnCNGzeuNeMQEUkZe11zPMt++jCB8mpwLcbjYIMuwy47hozeauKdCONx2PuXxzPox4exdcVavNlpZPTL5fv732Lzu6vADa1XXbiVr//0MjWbyxk8Td9rIiIiItJ+KcEVnyYnuP73v/8xYsQIHMfhf//7307X3X///ZsdmIhIZ1SzeTuV329kr6uPo3z1ZspWbSAtrwv9p+xP7v67JTu8Di+zfzcy+3cDoGZLOVve/yrmemseeZcBPzwUX05mG0YnIiIiItJ0SnDFp8kJrgMPPJCioiJ69+7NgQceiDG1nSJHUx9cIiINWWv5/m+vs/ax9yAYqk7kzclkr9+cRvdDhyU5us6p7LN12PC53pH1B9m+qpDuhwxt46hERERERJrGmMSSVanaE0eTE1yrV6+mV69ekdciItJ0G178iLWPvBM1L1BWyWezHmfkPy8jo49G92tp3i4ZO1/edefLRURERESk42hygmvQoEExX4uIyK6t+9f7DWdasEGXDS99xKCfjG/7oDq5nBG7kd4nh+pNZVEd+uMYMvp3o8te/ZIXnIiIiIjILhjHYpwEanAlsE1n0OQE145WrVrFHXfcweeff44xhr333pvLLruMvfbaqyXjExHpFKqLtjW+rLDxZZI443EYftMZfHLVowQrazAegw0G8aVDzrDuFD71Ht7sDKy15B44hIwBeckOWUREREQkojP3wfXBBx/w/PPP4/f7Oe6445g4cWKzy0wowfXUU0/xf//3f4waNYrRo0cD8P777zNixAj++c9/8sMf/rDZgYmIdCaZg3pS/lUR7Nh3oQ0tk9aRs+8ADn3qMja+8j+2fLCK7Su+AgxbP1jF1iVfRK3b+8RRDLliCsbjJCdYEREREZF6OmuC69lnn+WHP/whGRkZeL1e/vSnP/GnP/2JK6+8slnlJnQXf8011zBr1iyWLFnC7bffzu233857773Hr371K375y182KyARkc4o/0dHNExuOQZPZhp9TjwoOUGlCF9OJr0n7Ev5J9+EZrg2usli2MaXPqTouQ/aODoRERERkdRyyy23cP7557N161a2bt3KjTfeyM0339zschNKcBUVFXHeeec1mH/uuedSVFTU7KBERDqbnuP3ZegVk/BkpUfmZQ7owYi555HWPTuJkaWGze98hnVjj6hYX9FzMfpKExERERFJgtoaXIlM7dmqVau45ppr8HpDjQqvvvpqtm7dSnFxcbPKTaiJ4tFHH83ixYsZNix6aPt33nmHsWPHNisgEZHOqv/ph9LnxIMo/7oIT2YaWUN7Y1J1DN82FqysCY2XvGMtuh34S8raKCIRERERkV1INFnVzhNc27dvp1u3bpH36enpZGZmUlpaSs+eiXff0uQE1/PPPx95fdJJJ/HLX/6SZcuWcfjhhwOhPriefPJJbrzxxoSDERHpbKrWl7DuwUVsee8zALqNHs5uF0xUh+ZtLOfAITGbJUYxhqzd+7ZNQCIiIiIiu2BMaEpku/Zu4cKF5ObmRt67rstrr73Gp59+Gpl30kknxVVmkxNcp5xySoN58+bNY968eVHzLr30UqZPnx5XECIinVFNSSmfX3EPgbIqCDeP2/LOZ5St+JZ97/kZaT1zd1GCtJQuew6gx1H7snnxSmgsz2UtA84Z16ZxiYiIiIg0prN2Mg8wderUBvMuvvjiyGtjDMFgMK4ym9wHl+u6TZriDUBEpLPa8NwSAmWVkeQWAK5LYHslG55dkrzAUtSw635I/k+OI613Lvg8OJlp4SUWX5aHjG4+1tz5DGvufgH/FjVVFBERERFpDa2VW0qoDy4REdm1bUu/jN0szrWULv+m7QNKcY7Xw4BzxkXV0ir/ppCvf/0gga3bCZZbguWVbHxhCVuXfMbwO3+GN0cDAIiIiIhIcnTmGlytIeEEV3l5OW+99RYFBQXU1NRELbv88subHZiISEdVWbCB7//8JJWr1wMmPNVjDJ4uGckITXaw7b2VBLZuj05Eupaa4m1sfOF9+v/o2OQFJyIiIiKpzVhwOl8n87VKSkrIywv1TbxmzRr+9re/UVlZyZQpUzjqqKPiLi+hBNfy5cuZPHkyFRUVlJeX06NHD4qLi8nKyqJ3795KcIlIygqUVfDlL+8huL0S44ANxmgJbi09Jxzc9sFJA9v++0Wjtey2/fcLJbhEREREJGk6aw2uTz75hClTprBmzRr22GMPHn/8cU444QTKy8txHIc///nPPPXUUzH7gt+ZJvfBVd9VV13FlClT2Lx5M5mZmbz//vt8//33jBw5kj/+8Y+JFCki0ilsfm0ZwbIKcMNfRqa2/626L5kexxxA3rEHJCdAieKk+xpUsAPAgJPma/N4REREREQ6u2uuuYb99tuPt956i6OPPpof/OAHTJ48mW3btrFlyxYuvvhibr311rjLTagG14oVK7j33nvxeDx4PB6qq6sZOnQof/jDH5g6dSqnnXZaIsWKiHR4FasLCVXdcjEGHI8L1sVaBxzDnrdeSNf9BmM6wti9KaDH+APZ/ul3DRfY0DIRERERkWTprDW4li5dyuuvv87+++/PgQceyH333ceMGTNwnFAdrMsuu4zDDz887nITqsHl8/kiD2d9+vShoKAAgNzc3MhrEZFUlNazG/VraxkTync5HpeMfjnk7D9Eya12JG/iSHJG7hF645jQhCVr9174ctNxq2t2ur2IiIiISGupTXAlMrVnmzdvpm/fvgB06dKF7OxsevToEVnevXt3ysriH9U8oRpcBx10EB9++CF77rkn48eP5ze/+Q3FxcU8/PDD7LfffokUKSLSKeRNGEXRk29QP8lVq/dJR7R9QLJTjs/LsJumsuXdlWx9byXV3xXgL9yIf+06Cv7wUDjhBd7cLuSdMIZepx+D49MAxCIiIiLS+jprDS6gwY/+LVEJIKG79FtuuSWSTfvtb3/L1KlTueSSSxg2bBgPPvhgs4MSEemo0vv2YOisc/nuj4/jVtXV/uk56TB6TRmTxMikMcbjocdR++OWlbJ+yYfRC8Md0Ae2lLHh8VepXL2ewbPOb/sgRURERCTldOYE1/nnn096ejoAVVVVTJ8+nezsbACqq6sTKjOhBNeoUaMir3v16sWCBQsS2rmISGfUbfS+7PfI9Wxb+gVuZTVd99+d9H55yQ5LdqH4xcU7X8FaSt//hIqv15A1LL9tghIRERER6WTOO++8qBpb5557bsx14tWsdhYbN25k1apVGGPYa6+96NWrV3OKExHp8GzQxQYCOBlp9DhKIyV2JP7irbteyRjKP/1GCS4RERERaXWdtQbX/PnzW6XchBJcpaWlXHrppTz++OMEg0EAPB4PZ511FnfddRe5ubktGqSISHvnVlWz4bEFbFn0Pra6hrS+Pel11gl0O2pkskOTJsrI70vlt+vA7uSGwFqczPS2C0pEREREUpZxQlMi27Vnp5122i7XMcbw9NNPx1VuQod94YUX8sEHH/Diiy+ydetWtm3bxosvvsiHH37IRRddlEiRIiIdlrWWgj88wOaXFmPDo+7VFBWz7i+PsOX1/yY5Ommq3mccu/PkFmC8HnJHazAVEREREWl9nXUUxdzc3F1OOTk5cZebUA2ul156iYULF3LkkUdG5h1//PH87W9/44QTTkikSBGRDqty1XeUf/xlzGUbH1tAt3GjMJ52/jOKkDtmfwbMOIOih14iuL2yboHjAC7GWHpMGEnN2iI8w3dvkZFeRERERERSTWsNTphQgisvLy9mM8Tc3Fy6d+/e7KBERDqSilXfgWMiI+7VF9i8jcCWbfh66rOxI8g7fjTdjzmEqoIijDFUfFVA+WffUPXZFwS3lVL6+ruUvv4u6QP7kz/rYnx5+ruKiIiISOvorH1wtZaEqhRcf/31zJw5k8LCwsi8oqIirr76an7961+3WHAiIh2Bp0tWzOQWAMbgZGa0bUDSLI7PS9buu5E5dAB5x4/G3VxMsGx71DrVa4tY+6cHkhShiIiIiKQEYxOfUlCTa3AddNBBUc0xvvrqKwYNGsTAgQMBKCgoID09nU2bNnHxxRe3fKQiIu1UzuH7U/j3p7F+P9T/LnEccg4dgSc7M2mxSfNUry2kctW3DRe4LlVff0/Vd+vIGDyg7QMTERERkU7PmMRqY6VqTxpNTnCdcsoprRiGiEjH5cnOJP8XU1lz23xsIBhqrhh0SevXk34XnZHs8KQZ/MVbd768ZIsSXCIiIiLSKtREMT5NTnDNnj27NeMQEenQuo7clz3v/Q3bFn9EYGsZmbvn0/WQERivJ9mhSTOk79Z358vz+7VRJCIiIiIisjMJdTJfa9myZXz++ecYY9hnn3046KCDWiouEZEOx5vblbwfjEt2GNKCfD27k3PkSErf/QhsvV/CHEPXQw8grXde8oITERERkU5NNbjik1CCa+PGjZx99tm8+eabdOvWDWst27ZtY/z48Tz++OP06tWrpeMUEWm3atYV4t+wCV+fXqQNUI2ezqbf9P/DpPnY9tZ/IRjEeMDXLRN/wbesv+PvZI/YG2/3XDJ2H4Kna5dkhysiIiIinYQSXPFJKMF12WWXUVpaysqVKxk+fDgAn332GVOnTuXyyy/nsccea9EgRUTao2DZdoru/BuVn30ZmZe57970/dmFeLpkJzEyaUlOWhr9p59D7x+dTPEjT1H27ge427fjlrkESkqo+O+y0IoeD92nHE+P034QNSiLiIiIiEgijBOaEtkuFSV02K+88gp33313JLkFsM8++3DXXXfx8ssvt1hwIiLtWdGdf6fyi6+j5lV+/iVF8x5IUkTSmtyKCsre/SD0xrrhf+utEAyy5bkFlL7xTpvHJiIiIiKdkLGJTykooQSX67r4fL4G830+H67rNjsoEZH2rmZdIZWfrYIdP/Ncl8pPPqOmaGNyApNWU/G/zxqMuRyrotbWl//TRhGJiIiIiEithBJcxxxzDFdccQXr16+PzFu3bh1XXXUVxx57bIsFJyLSHlnXpfzDj3a6jn9jcRtFI23FOE50R/ON8G/S315EREREWoKN9MMVzxTdzCB1JJTguvPOOykrK2Pw4MHsvvvuDBs2jCFDhlBWVsYdd9zR0jGKiLQbwe3lrP/tHLY88++drpfWR4NtdDbZB+8Pzq6/Nn299bcXERERkeZLJLmVaMf0nUFCnczn5+fz0UcfsWjRIr744gusteyzzz4cd9xxLR2fiEi7UvLwo9R8vybcNK32i6NeOzXHIWv/ffEpwdXpeLvn0vOc0yh+5KlQz53WxRL11weg+4kTkxGeiIiIiHQyGkUxPnEnuAKBABkZGaxYsYIJEyYwYcKE1ohLRKTdcSsqKF/6UaTfLcdxcd3oGj1Z++9Ln0suSEZ40ga6n3AMGUMGsu3N96hZt55A0UbcykrA4vgM3twsyl5bSHDLJnImHIcnW6NpioiIiIi0hbgTXF6vl0GDBhEMBlsjHhGRditYXhHVqbwx4PG44W6ZDN2mTKLHGackKzxpI5l7DSNzr2FAqD+2ylVfUzL/AYIlJbil23BLt7Ft/XrK//sB/a67TkkuEREREUmIanDFJ6E+uK6//npmzZrF5s2bmx3AvHnzGDJkCBkZGYwcOZLFixc3abt3330Xr9fLgQce2OwYRESawtu9G06MZIUxoS+RrP33TUJUkkzGcfAXfEewpCS6A3prCWzcRNnrrycvOBERERHp2Byb+JSCEkpw/fWvf2Xx4sX079+fvfbai4MPPjhqaqonnniCK6+8kuuuu47ly5czduxYJk2aREFBwU6327ZtG+edd55GbBSRNmW8XrqdNLnhAschfc9hpO8xrO2DkqSrWLEi9uiK1lLx0fI2j0dEREREOoe27mS+o1dASqiT+VNOOQVjDLYJw6XvzO233860adO48MILAZg7dy4LFy7k7rvvZs6cOY1ud/HFF3POOefg8Xh47rnnmhWDiEg8ciYeB8Zh6wsv4ZZtB4+HLqMPI++cMzFmx+7GJRWYnY2s6OiaEBEREZHEhFqKJLZdvGorIM2bN48jjjiCe++9l0mTJvHZZ58xcODARrerXwFpw4YN8e+4BcWV4KqoqODqq6/mueeew+/3c+yxx3LHHXfQs2fPuHdcU1PDsmXLuPbaa6PmT5w4kffee6/R7R588EG++eYbHnnkEW6++eZd7qe6uprq6urI+9LSUgD8fj9+vz/uuCW22nOpcypN1ZGvmazxR5F51BEES8twsrNw0tIIAsEOeCwdTXu8btJGHkz51183XGAM6aNGtatYU1V7vG6k/dN1I4nQdSOJ0HXTMnT+mqczVECKK8E1e/Zs5s+fz49+9CMyMzP55z//ySWXXMKTTz4Z946Li4sJBoP06dMnan6fPn0oKiqKuc1XX33Ftddey+LFi/F6mxb6nDlzuPHGGxvMf/XVV8nKyoo7btm5RYsWJTsE6WB0zUgi2t11M3lS7Pk1NbBgQdvGIo1qd9eNdAi6biQRum4kEbpumqeioiLZIbS45nYyX1vBp1Z6ejrp6ekN1m+rCkitLa4E1zPPPMP999/P2WefDcCPfvQjjjjiCILBIB6PJ6EAdmzSY62N2cwnGAxyzjnncOONN7Lnnns2ufxZs2Yxc+bMyPvS0lLy8/OZOHEiOTk5CcUsDfn9fhYtWsSECRPw+XzJDkc6gI54zbhVVQTWfAcZGfgGDNx50zRpFe31urF+P+X//S/lHy3H3bQWtm8N1Q23FozB6dYDb79+ZB92JOkjDlBz1jbWXq8bad903UgidN1IInTdtIwdkzmdQXMTXPn5+VHzZ8+ezQ033NBg/baqgNTa4opizZo1jB07NvL+0EMPxev1sn79+gYnbld69uyJx+NpcLI2btzY4KQClJWV8eGHH7J8+XJ+9rOfAeC6LtZavF4vr776Ksccc0yD7RrLUPp8Pn14tAKdV4lXR7hmrLVsf/VFyl5+DsJVnz09e9H9ghmkDd49ucGlqHZ33fh8pB19ND63mm1PrWi4vHgDwZKNlH6ygi4TTyT3lDPbPERph9eNdAi6biQRum4kEbpumqdTnjtjQ1Mi2xHK4dSv2BMrNxK1WStXQGptcVU/CAaDpKWlRc3zer0EAoG4d5yWlsbIkSMbVMNctGgRY8aMabB+Tk4On3zyCStWrIhM06dPZ6+99mLFihUcdthhcccgItIUle8vpuz5JyPJLYBgSTElf/09wbLO90uRJK787dcbXxgemGX7qy/h31DYRhGJiIiISKrKycmJmhpLcCVaAelnP/sZXq8Xr9fLTTfdxMcff4zX6+X113dyT9yK4qrBZa3l/PPPjzopVVVVTJ8+nezs7Mi8Z555pknlzZw5kx//+MeMGjWK0aNHc99991FQUMD06dOBUPPCdevW8dBDD+E4DiNGjIjavnfv3mRkZDSYLyLSkrb/J0YfStZia6qp/OAduhw3ue2DknYpWLZt1ysZQ9X/luOb0K/1AxIRERGRDss4FuMk0EQxzm3qV0A69dRTI/MXLVrEySef3GD92gpI9c2bN4/XX3+dp556iiFDhsQdc0uIK8E1derUBvPOPffchHd+1llnUVJSwk033URhYSEjRoxgwYIFDBo0CIDCwkIKCgoSLl9EpCUENjUy3K1xCKgmjtTjGziYmi9XgXWTHYqIiIiIdHDN7YMrHp2hAlJcCa4HH3ywxQOYMWMGM2bMiLls/vz5O932hhtuiNlBmohIS/L06EkwVpLLunh6NayyK6kr54STKP7yDztfyVoy9j+obQISERERkQ6rLRNcnaECkoYAExHZhS7HTmo40xiMz0fW4WMbLpOUlb7XPvT46eV4evZuuNAYjOOSvvsQ/KtX4VZVtn2AIiIiItJxmGZMCZgxYwbfffcd1dXVLFu2jKOOOiqybP78+bz55puNbnvDDTewYsWKxHbcQtrHWI4iIu1Y1pHjCW7dzPZFL0EwCICTk0v3n1yKJyc3ydFJe5N5wMFk7H8QwS2bCZZuo/KDd6hetRK7bQMEXQLrv6X08a8oe/6f9LhkFr785PRRICIiIiLSmSjBJSKyC8YYcqacQfb44/Gv/hqTkUna7ntiHFWCldiMMXh75OHtkUfaoCGU3PYrAltDydHaJKmtrGTLA3Pp9es/61oSERERkQbasoliZ6AEl4hIE3m6dMWzn/pOkvgEitYSWB+jvwLr4m4pxr96FWm7D2/7wERERESkXTMm/hERa7dLRUpwiYiItCJbvn2ny93tO18uIiIiIinK2NCUyHYpSAkuEZFGuFUVVL67kJpPl4IxpO9/OJljJmDSMpIdmnQg3v4DweuFQKDhQmPwDRra9kGJiIiIiHQySnCJiMTgVlWw9c7fENy4DmzoF5DA2m+pWvEu3WfcoCSXNJmTlU32+BMpX/TvenMtxrH4hgwjWFKIk9sDk6p1yUVEREQkJvXBFR8luEREYqh8d2FUcgsAawmu+57KD14na+zk5AUnHU6XSWfgZGVT/tqLuOVb8aS5GCzu2lWU3ncTJqsr3oF7kDZsP9IPGY+TkZXskEVEREQkyZTgio+GbRIRiaF6xXvRya0IG2qyKBIH4zhkjz+Rnr+Zi697doPaWraiDP8XH1H+4kNsnXs1bumWJEUqIiIiIu1GbR9ciUwpSAkuEZF6AkXfs/XOWQSLCoBGvhjUlEwS5P/qY2x5KVi3kTUs7rYSyl95rE3jEhEREZH2xziJT6koRQ9bRKQht7yU0ntnE1z37U6r9abvd2gbRiWdSZNqZrku1R+/h41Zg1BERERERGJRH1wiImHVS1/HVlWEmiYawBrqanGFam1584eRcegxyQpROjjvgCaOmBiMMeKiiIiIiKQU9cEVHyW4RETCAkXfE85shVohOi5Yg7UGHEP2lPPIPOxYjC8tyZFKR+XNH4Zv6D74V3/ReDNF4+Dbc3+NqigiIiKS6hLtTytFE1xqoigiEubk9KitqAWEutoyjsXxuPj69CXryElKbkmzGGPoOvUa0g86MkbnCBbjsTjeAKZ6K1XvvYCtrkxKnCIiIiKSfLU1uBKZUpFqcImIhGUccgxVi1+MvWzMCW0cjXRWTkYWXc/6Gdkn/wR322ZqVv6XqmVvYcqKMNYPgLv+a6rWf0PNR6/T9cLfYTKykhy1iIiIiEj7phpcIiJhnl4D6HL25eCNrqWVPvoE0g+dkKSopLNyMrLw9tmNrGNOI/uYKZHkVh2Lu7GA6iWxk64iIiIi0sk5FpPAhKMaXCIiKS/9gCPw7XUg/i8+wtbU4Nt9BJ68PskOSzo5/8r3Q21idxw50VpqVr5HxvgzkxOYiIiIiCSP+uCKixJcIiI7cDKyST9wbLLDkFRi3boBO3fkpuYNioiIiEiq0yiK8VETRRERkSTz7X0IMTNcxuAdfkibxyMiIiIiyWdM4lMqUg0uEUl51loCX3+If8Wr2O1b8Oy2N2mHTMHppqaJ0jbSDj6Gmo9eJ1j4baiZonExXhfjWAL/fZLyLd+TdsCxeHoNxOnRP9nhioiIiIi0O0pwiUjKq37rUWreeQKMA9YluP4rapa/SvZ5t+LpOzTZ4UkKML50ukz7LdUfvEzNitdh23eAASzYIMGvllD11RIAnAF7k3nyL3C6901myCIiIiLS2hLtMD5FO5lXE0URSWnBzetDyS0I9YNU+6+/mqqF9yUvMEk5Ji2DjLGn4u3XP5RsDTdZNCaU6qrlrv+SikdmYQM7jrooIiIiIp1JbR9ciUypSAkuEUlpgVXvx26kbl2Ca1Ziq7a3fVCS0oIFK8PJ1kZuTKyLLd1EYNV7bRqXiIiIiLQ1WzeSYjxTo6MXdW5qoigiUtsULJbU/G6QJDKZXbEV20KvG+sg1PHgbipou6BEREREpM1pFMX4qAaXiKQ07x6H1DVNrM84eAbsjcns0vZBSUrzHTiB2kaJtrF7EzeI0SAIIiIiIiIRSnCJSErz9Mwn7bBTQm9M+CPRccDjJWPiRUmLS1JX2qEn4d3zECA0xnN0jstiPBbjA7t+JcEN3yQnSBERERFpfbWdzCcypSA1URSRlJd+3E/wDNiTmuWvYrdvwZM/nLTDTsaTt1uyQ5MUZDxeMn94PcGCT/F/tYzg6mXYjavBWIzHDeW9gMDK1wisXET6idfg3efoZIctIiIiIi1MTRTjowSXiKQ8Ywy+fcbi22dsskMRAULXpHfQfngH7QecT3DzOqoe/TlUlhLpGM4GAahe+Bc8ww7HpGUkLV4RERERaXnG7KRP1l1sl4rURFFERKS981dB5TZijnrgryL4/fI2D0lEREREpD1RDS4RSVk26Mdd/T7utiKc7vk4gw/BOJ5khyXSkBto3nIRERER6XgS7U9LfXCJiKQOd3MB1c/8ErYXhzqXty6m2wDSTvs9To5Gp5P2xem9O2TmhJso1grd8BjHwXi9WGsxqVofXURERKQTUh9c8VETRRFJOdZaal6YDeWbwzPc0D/bCqlZ8LskRiYSm/F4ST/2kvAbB4zFSQvi8bk4ngD+F39N9f1n43/tdoJfvoEN+pMbsIiIiIg0nwGMTWBKduDJoRpcIpJy3O/+i92ytuEC62KLPsfdXIDTY2DbByayE959jsZ06YH/v09h131Qb0n4F7qKEoIrXya4cgGm51DSTvsjJiMnKbGKiIiISPMZx2ISaG6YyDadgWpwiUjKsMEANW/OpebF63e+XvmWNopIJD6egfvjG/UDDG74h7nwzUvkV7rQe1vyHYH37m/7AEVEREREkkQJLhFJGYElf8P99EXAJeZodACOB6fn4DaMSiQ+dntJE1ZyCX6+CBtufisiIiIiHVBCzRPDUwpSE0URSQm2ppLgJ/8GLMaANYC1RDdQN3j2n4LJzE1OkCJN4PTavWkrBmvAdcGj37JEREREOiJ1Mh8f3fWKSEqw2zdC/Y63ndrOF8Mf/h4f3kPOxnfU9GSEJ9JkTp89MfkHhTqbhxidiFpwXEzX7tjiVVibmjc4IiIiIh2eYxOfUpASXCKSEkx2Hjh1lVaNAeOx4LHgcfGd+Ct8R/wE43iSGKVI06SdOBtnr2PAeKJa2xpPECctiPG4mJoSAs9eSuC1m7FuMHnBioiIiIi0ASW4RCQlmPQuOHtPqKv1UjvfcXBy++EZPDpJkYnEz6Rnk3b8L0m/+Gl8/3c3ngNOgbT0UNKWUAKXcP9b9uvXcD9/MXnBioiIiEhCjEl8SkVKcIlIyvCN/RnOkDFR80y33fCd9HvV3JIOyaR3wdN7D3zjfoZ3jzGhGl0N11KCS0RERKQjUifzcVEn8yKSMowvg7TJN+JuWYMt+RaT3RPTdx9Mqv7EIZ2KrSoFG6sposVWbWvzeERERESkmUyC/WmlaIJLNbhEJOU43fPxDBuH029fJbek03D67rtDffRQZ/N4XIzHxf3mP+qLS0RERKQDqR1FMZEpFSnBJSKdnrUWd8MnBP/3CMEvnsVWbUl2SCItztnnJMjoFu5nzoLXDY8WaqFiA8G3biDw6An4X7wY98sXlOwSERERkU5FTRRFpFOzgWqCr1+HXfd+6MHfWtwP/oJn7PU4Q49LdngiLcZkdsN3yp0E3puHXftOaJ4BsFBbsStQCZtWEty0ElO0As/Y61WLUURERKS9SrQ/LdXgEhHpfNyP52PX/zf0xrqABTdA8O2bsGWFSY1NpKWZ3AH4Jv0Ok9uvrrXijv+G2W8WYjetbMvwRERERCQOxrEJT6lICS4R6dTcVc+HE1sxln2zsI2jEWkjNlD7IvRPrEpaxoNd815bRSQiIiIi8dIoinFRgktEOi1rLVSXxl5oHFBfXNJJOQOPDPfF1RgLxgV/WZvFJCIiIiLSmpTgEpFOyxgDeXsQs/qKG8D03LvNYxJpC87+Pwp3OO8JzYj8iGcxniDG6+J4AvD1UwRfnYGtLElSpCIiIiLSKKcZUwpK0cMWkVThOfAn1Hu6DzEe6DoAM/iYpMQk0tpMdi+8J9+Ps8/pkNUnXJvLYDwuGIjqV37T/3Df+EWoxqOIiIiItBvG2ISnVKQEl4h0as7AI/GM/y107R+aYRzMwCPwTr4L401PbnAirchk98Rz+OX4zn4a79nP4Yw4G5wdklsANgibv4DiT5MSp4iIiIg0Qn1wxSXpCa558+YxZMgQMjIyGDlyJIsXL2503WeeeYYJEybQq1cvcnJyGD16NAsXqpNoEdk5Z/B4vKc/gfesf+P90St4j7kFk9Uz2WGJtBmT2QNn6LEx+5qvZUsL2iweEREREWkCxyY+paCkJrieeOIJrrzySq677jqWL1/O2LFjmTRpEgUFsW+y3377bSZMmMCCBQtYtmwZ48ePZ8qUKSxfvryNIxeRjsBaF7vtW2zpdwCYrDyMLyu5QYkkS3ZtU8VaFhwXvEHwBrGr5uN+9xK2vBDrBhotRkRERESkPfImc+e3334706ZN48ILLwRg7ty5LFy4kLvvvps5c+Y0WH/u3LlR72+55Rb+/e9/88ILL3DQQQe1Rcgi0kHY9W/jfnQbVBSFZnQZiHPI9Zhe+qyQ1GQyusPgifDdq2Dd0C97Hhvqos5YKPsO+8ENWANk5GFGTMcZekqSoxYRERFJXYn2p5WqfXAlLcFVU1PDsmXLuPbaa6PmT5w4kffee69JZbiuS1lZGT169Gh0nerqaqqrqyPvS0tLAfD7/fj9/gQil1hqz6XOqTRVa14zdvMXuO9cR+jJPS00c/sGeGsmzrEPYroMaPF9StvQZ03z2IOuwvXXwNrFodpbEN1HQ20bxqoy+PA2jPXiDDy+zeNsabpuJBG6biQRum4kEbpuWkanPH+JNjdM0SaKSUtwFRcXEwwG6dOnT9T8Pn36UFRU1KQy/vSnP1FeXs6ZZ57Z6Dpz5szhxhtvbDD/1VdfJStLTZVa2qJFi5IdgnQwrXbNpP8i9vy3PwY+bp19SpvRZ01zHApdD23aqp8G4dMFrRtOG9J1I4nQdSOJ0HUjidB10zwVFRXJDqHlJdphvGpwJYfZYTgna22DebE89thj3HDDDfz73/+md+/eja43a9YsZs6cGXlfWlpKfn4+EydOJCcnJ/HAJYrf72fRokVMmDABn8+X7HCkA2iNa8b9/D746lFscCefIT0PxDN2bovsT9qePmtahi18F3fJ9bXvQv80+M8mNN/5wSsYX2ZbhdYqdN1IInTdSCJ03UgidN20jNrWWpK4efPmcdttt1FYWMi+++7L3LlzGTt2bMx1n3nmGe6++25WrFhBdXU1++67LzfccAPHH5+82v9JS3D17NkTj8fToLbWxo0bG9Tq2tETTzzBtGnTePLJJznuuON2um56ejrp6ekN5vt8Pn14tAKdV4lXS10zdtMy7FcPhl5H5u7wxG48kN0Lj67RDk+fNc1j+x+O60sDfzng7rg01DeXAWOApVdi9rsK02O/JETasnTdSCJ03UgidN1IInTdNE9nPHem9n4sge3iVTsI4Lx58zjiiCO49957mTRpEp999hkDBw5ssH7tIIC33HIL3bp148EHH2TKlCl88MEHSesjPWmjKKalpTFy5MgG1TAXLVrEmDFjGt3uscce4/zzz+ef//wnJ554YmuHKSIdhC14OZTAgvAnW4xPdRvE2f20tgxLpF0y3gycw28M/TdjnNB/LpbQ/3nrJbcANn+CXXwRduuq5AUsIiIikoqMreuHK54pgSaK9QcBHD58OHPnziU/P5+777475vpz587lmmuu4ZBDDmGPPfbglltuYY899uCFF15o7lEnLGkJLoCZM2fy97//nQceeIDPP/+cq666ioKCAqZPnw6Emheed955kfUfe+wxzjvvPP70pz9x+OGHU1RURFFREdu2bUvWIYhIe+HfHhoZjvCDubHUr8uF48OMnIXpuX9SwhNpb0z/sTgnPoUZ/hPofQh4fJG7guhf/VywLvbLB5MRpoiIiEjqqn2uiXsKbV5aWho11R+Ar77aQQAnTpwYNb+lBwFsbUlNcJ111lnMnTuXm266iQMPPJC3336bBQsWMGjQIAAKCwspKCiIrH/vvfcSCAS49NJL6devX2S64oorknUIItJOmF4HR793CH3COQZ6jsCZ8rJqb4nswGT3x9nvYjxHz8M5+VVMj71jVGm3QAA2fYC1OzZnFBEREZFWk0jtrXojL+bn55ObmxuZ5syZE3M3bTUIYGtLeifzM2bMYMaMGTGXzZ8/P+r9m2++2foBiUjHNOgH8NU/oaIQbBAA4zhgfJiR12HSc5McoEj7ZnxdsN32hNIvI/8N4biR/rhgC/Y/E7B9j8F0GwF9x2N8GqxFREREpL1as2ZN1OB6sfonr6+1BwFsbUmtwSUi0lKMNwtz9P0w6CTwZILxQp8xmPEPYHKHJTs8kQ7BDJxSl9wy4c7m66spgYInsf+bHUp2Fb3R9kGKiIiIpIqEmifW9cGVk5MTNTWW4GqJQQD/9a9/7XIQwNamBJeIdAq2Yh1UF2EOuArnlMU4p72Pc8RcTLe9kh2aSIdheh6EGR7qBzOS3GrsRzu3BvvR1diqjW0Sm4iIiEiqMY5NeIpHZxkEMOlNFEVEmsNWrIP//Qq2Lg/N8GRih06DoRc1qTqtiEQze18EA47DvnceBMp2sqYNDeyw7iXY/YI2i09EREQkZRga/7FxV9vFaebMmfz4xz9m1KhRjB49mvvuu6/BIIDr1q3joYceAuoGAfzLX/4SGQQQIDMzk9zc5HQPowSXiHRY1q2BpdOgakPdzGAlfHUneLJg8LnJC06kAzNdh2Bz94GSpUCsjuVtqH8uE8QWPALZ/aHPRCWVRURERFpSvQ7j494uTmeddRYlJSXcdNNNFBYWMmLEiCYPAnjppZdG5k+dOrVBf+ptRQkuEem4NrwOletjL/v2fuygczBGLbFFEmGGnIMt+SDGgnByC0IjLtZsgo9/AbtPh2GXNlxfRERERDqEjj4IoJ78RKTj2v5NqDP5WGpKILC9beMR6URMn3GY4T8H46s3d4fkVu08gG/uw9avTSkiIiIizdPMTuZTjRJcItJxZfQFG4i9zJMVmkQkYWbojzHH/Qdz8B9h8DmQ1gNj6ie3AMI3UU4QVt8XajosIiIiIs1X20QxkSkFKcElIh1Xv+PB25WGH2UGBv4fxlErbJHmMmm5mH7H4ex7DWbMgzssteANT46Fwsdh8Rjssh9hv/0LtlojLIqIiIgkTDW44qIEl4h0WMbbBUbNg7Tu0Qv6nQB7xG47LiLNkDUIsncndPsQTmzVqh3lJ1gJpSvg+7/Df0/Gln+TlFBFREREJLWoeoOIdEjWvxU2voCtXo8ZPh2cPAhUQrf9MNmDkx2eSKdkjMGOuAGWXgRUgwnWW7jDv7gQKIev5sCBf2/TOEVEREQ6BYfEqiWlaFUmJbhEpMOx25ZhP70Y3EowHqwNgC8Ps/8/MFmDkx2eSKdmuh2IPeJZ+HIObH6zboGlXnILLBacAGx7D7vh35hekzGOb8fiRERERKQxiTY3VBNFEZH2zQYrcYuexH56USi5ha3rZN6/FfvF1UmNTyRVmKzdYK9ZRGW0wiwW69jQT2i1zRa/nIX93/nYYEUbRyoiIiLScRljMU4CkxJcIiLtl60swC6bBF/9BtwqQtVF6gtC+efYim+TEZ5IyjGZu0GfKUSSXPWbKDr1XtfOL/sYu/b+tgxRREREpGNTJ/NxUYJLRDoE++UsqCne9YqB0tYPRkRCht8IA38Cnqy6nLNhh/xz+CbLCUDhA9iSV7A22LAsEREREZFmUB9cItLu2ar1UPZR/TnEahqFkwnZe7RVWCIpzzhpMGwmdujPwL8NSt6G726H4JbwGhYcGxl0EVuJ/fJKwGA92dDrVEz+5Rhv16Qdg4iIiEi7pU7m45Kihy0iHUqwrO51JK/VsNqtGTgd48luk5BEpI5x0jDpvTD9T8cMuaLeAmKMrghgIbgdih7FfjYV6/rbLlgRERGRjkJNFOOiBJeItH+ZQ8CTE2NB+IM7rTdm2GzY7cI2DUtEYug9BTKHAp5Q7a2dCkLFSuyGR9siMhEREZGOxbGJTylICS4RafeMkwYDf1b7rl6tEAO9TsQ57E1Mv7MwJkazRRFpU8aTiTngEej/f2CcmK2JI00XvYSmdXNwPz8LW72+bYMVERERkU5DCS4Radds2fsEV52N3XAzNiMNvF1CC7zdMYMuxex5S3IDFJEGjK8bzu6/gv7TAE/DFWr7k6if/Cr/BPvVNKx12yZIERERkfbONGNKQepkXkTaLVv6Hu7XP6l9B04lNq0acvfD7PUYxtFHmEh7ZvpNxRY/Hx4BtXbkRNsguWWxYAJQ8w3220sx/X6G8fUNJbKNfosTERGRFJVoc0M1URQRaV/c9X+ufVV/LlR+jCl9OxkhiUgcTFpPzH7/gr7ngK83mHBSesfkVm3CywClr2FXnYr76WjcleNwi/+VhMhFREREks86iU+pKEUPW0TaO2v9UPEx0cmtWl7s9qVtHZKIJMCk9cEZch3OqLcxhy6HYb+n9vYjktyC2FXp/Ruwa67HLX6ircIVERERaT80imJclOASkXbKAya9kWUWPF3aNBoRaT7j+HB6nQK9ziZyC7KzfiJMaDVbeBPuxvuwwdI2iVNEREREOh4luESknbKQO57YH1MupseUtg5IRFqIyb8Wuk9ipz2gOoT6pzeA9WM3/An3q1OwgZK2CVJEREQk2Wr74EpkSkFKcIlIu+OWvkrwq6OxlS9jTW3H1B5qn3ZN/mxM+sAkRigizWGcdJzdb8fs828wvhgrEN100YDFxQbW4X7/U2zV520YrYiIiEiSaBTFuGgIMhFpF6xbhd3yCO7Wf0H16tBMA6SBdQEXTI9zcHr9CJMxNJmhikgLcbL2xh0wC7v2JkIZrXCfewawhBNbti7hZV1s9f8Irj4p1GG9pxsm9xScvEsxarYsIiIinY1DYtWSUrQqkxJcIpJ01q0mWHAeVK0Ad4fqtAbw2NCUlq7klkgn4/Q6F5uWj7vpH1D5OQS2EDW4RIzaXCEBCBZjNz9AsOJ9PIOewJi0tgxdRERERNoRJbhEJOls6QtQtXwXawWxVavaJB4RaVsmdxye3HEA2EApbuEfYevj4YVEanNFklvhfy2A40LNpwRWj8fp8VOc3HMxxtOm8YuIiIi0CpNgf1oaRVFEJDns9jfYdUNxD8bXry3CEZEkMt4cnN1+A9mjiXwu1P94iEpu1ZsX3Ehw080Eiq7B2tS8qRMREZFORn1wxUU1uESkHaj9FLZ1tTUacHG6n92mUYlIchjjxRn8N+zmR7HF94C7OWr5jsmtyEeGAVvxPP7Vb2KyjsCk74uTPgLrHdV2wYuIiIi0EOtYbAI1uBLZpjNQgktEksq/6dd4K/+DU7/PnR2ZNJx+N2IyR7RdYCKSVMZJw/S8AJNzHMFvp4BbBQQbNlek3uvaf20ptvxlbMVCXCwBz0HAOW0YvYiIiEgLSLQ2VorW4FITRRFJCmsDoX/LXwEniK1tdlTbobQBfL0w/W7Gs+cSnG5nJCtUEUkik5aPZ/DjkH14zNqd9WtvRW9osKExGLH+zwAIbPs7NrilFaMVERERkWRRDS4RSQpb+Xb4VTD0IOq1WBeMC9Zk4sm7AtPtTIyna1LjFJHkMxl74x00H+tWYV0/lL9GsPgP4BYTadocWTn0xkLdr57hCqLutrupqXgYX++/YNJHYUyK/rwpIiIiHYNDYtWSUrQqkxJcIpIUbtUnwB51M4wBD1gPQBWm+48wTkaSohOR9sg4GaHPhdxTMJkHEFh7NgSj++fC2kiSq0HTRWOBYmo2/gicHjhpe2K8+ThZP8BJP1wJLxEREWlflOCKS4oetogkg3W3E6z5FP+W3xEsf6zxFU0mmLS2C0xEOhyTNgTvoIU4edeAyaZuxMV6ya2dNWl0N+NWvU+w/Bn8m6biL7kK17+29QMXERERaSJrwBqbwJTsyJNDNbhEpNVZ6ydQ+ieC2x8BtyY006Q3sraD0/V0jFH+XUR2zni64e1xEW72WALrzwN3SziDVa8WFzSsyRU1LwiAW72Amo0LMGmHkdbjNoynb+sfgIiIiIi0GCW4RKTVBbb9gWD5Q6GmQ7XqPWjaerNM+kF4esxsy/BEpINz0vfGN+gN3O0LcGu+wlb/D6pXgNPI6KwNOqQP/RPqkP6/VG08BrwH4M0YifH0xXiH4/gOVhNGERERaVtqohgXJbhEpFVZdxvB8n8Ss60QYL1EqtB6eszG0/UcPUSKSNyMk40n54d4wu/d4HYCmy7FVi3ZyUZEJbdwTDgRH4TgRwQqPoosM97h+Lpchcc3CuNkt9pxiIiIiEQowRWXFD1sEWkLwep3qN58DuBvfCUDeEKTkzVOyS0RaRGOpwu+Pn/H2+M34BkcvbB+tVHqjbhY20F9jBqmNvg5Ndt+SmXxGGq2z8UNbsDa2Il7ERERkZYQ6oMrsSkVqQaXiLSKYPVbVG+7GGxTMukeTNpBON7d2iAyEUkVxvjw5JxLWuZZsGIBROp3EW6PSL2+uBr22RUzfWWqCFTdQ6DqHjA9MU4exumFN/1EPOlTMEa3ViIiItJCVIMrLroLE5EW5wbXU132m9Cb2lE86vf5vONTo6cPvrzft2GEIpKKfP1ewRN4DxvcgFvzKW7NW0BNwxXrJ74gdif1ALYYGyzGDa4iGHgHKn6H4z0AX8YP8fiOV41UERERkTakBJeINJt1S/FX3Y+/+iWwW8Bux9Tr29l6wATCb2qf95xcALzdbyE953iMSWvTmEUk9RhPHp6M0yLvra3Gv/kXBKsW1g2CsUMTxbqNqVtej62/jO24gXep3v4ukIFxhuF4B2GcXBzPnnjTpmCM+u8SERGRprEGbAK1sdREUUQkAdaWU1n6I6z7DVCX1YqqAGEM1mvDz48Gb8bppGX9BliIJ+sEjPG1ddgiIhiTTlreHbj+rwlWPkugfD7ggg1/ljUYbTHG3WIjtbssVVj3U9yaT8PbWaorbsY4/fD6xuL1nYLx9MaYPqrpJSIiIrEZYt9/NGW7FKQEl4gkxNoa/DUP4698ENzi6IXGhJom2ugkV+iNg7frZQRdDyIi7YHjG4bjuxpP1pkEKx4n6F+FddeCW0BUm2pro24yo2tvET2/lqk/J4B11+Cv+Sd+/z/D83LAOBjTFY/3WDzekThOXxxnhBJfIiIiKc46CdbgUh9cIiKNC40WVoW1aQSDy6mp+h3W/QLc0INbg8cwBwiGt40sN6R1/S2Opx9BdycjK4qIJIHjHYST80tq65RadyvB6reo2f57sCXgxJFwamzVBvNLsRYsW3H98/EH5ofn5+A4AzEmH8fpDlgcZw+83qMAizH91KG9iIiISD26MxKRnbLWUhN4mBr/37DuRrAejHUxMYcXq8cY8ISbJVqD4xtFWpdbcLwD2yJsEZFmM043vJkn48mYjOv/L4Gq5wjWvEhtjSxDXdddTWoK0Fhn9TsuB6AU1/0U+JRgECwGjBvqE98AdMExgzCmN47Tj9AaGXg8R2KMD0MOjrO3aoGJiIh0ZBpFMS5KcIlIA9YGCborqfHfQyD4HlAZep6zAEGwpq5WVqg1YmzGgHGATNJy/oTj9GmT+EVEWpIxPjxpR+BJOwI3OJNgzetYuw3rbiBY8z6WNdTvg3DnhUW/jTRz3EkeymLrPmjrd2hvV4JdSTCyawOBB+tKNunhPeRgTBZYP8YMwHF6Y8gMJ8BCA354zL649lvAweMcCpSCycYxPZp2XCIiItLirEmsw3h1Mi8iKcVai2u/xrUbCLhLCLiLsG4FBg/WFoZXCnWMXNfAMHYHy7V9bcWqyGA8e5CefbOSWyLSKTiefjiZP4qa5wbX4q96mKD/LaxbEK7Z1UhH9TbGvHhqf+2UrfvXALY6vF1xpKaZtYW4wXCBwV1VxQXoClQBXTA4uJTimJ5gumCxeJzdgEywHhyTi6UMi4PH5GOpBrLDrzcBPTBkYFmPIR9jMrFsxmEfjAliKcdhGC5fAuAwHEshxmRh6ItlK4as8BFuwdAdSAOCaq4pIiKdk2pwxUV3AyKdgLXV4VdpQCngw7KFoP0Eaw1BuxLLd2C9WFuB6xbhsh7YUq+Q0GSj0lixnsSIrrVlACf8WGUNxvTFlzEDj3c/jMnGOLupiYyIdGqOZzfSs2cBs3CDawlUP0Ew8HWoXy33O7Dhz1pL7BvORj5qI0wT1okqrCnrNyW5BVAW/ndLuLaZxTXrI+UH3K9iFhloYuk7V/+nEx/gp+5OP0DoNtYh1G6zW2TPhlwsWwCLQx8slUAaxvQAKsBmgvECZRhyCX13+jGme/hHmyCO0xW/vxo4lqrA7/BTAaThmJ5YyoBsjMnA2mIMPcFkgC3FMflYgsB2DEOxrAf8OGYfrF0LePGY4bh8E953TyxfY+iHIQfLehwzFEsl1m7BYQ+sKQZbHSrPrMPgBTsATDGGTCALyyYM3QAvltJw2YTPTWb4PLpKBIqIdDDWMdh4+gCtt10qSvq33Lx587jtttsoLCxk3333Ze7cuYwdO7bR9d966y1mzpzJypUr6d+/P9dccw3Tp0+Pe781waeoCrhgynEYgGs3gQni0D/04G+9GNMzfDPSFWOysbYQQx4YE76h6QeUYynDmN2wtgRMDYYBWLsO8GJMLyzrwGZjTFesXb9DGX2BytDNSIMy1mNxcEzfUPMHm4UxOVi7HuiOMT6s3YihD1AT+mXT9MfarWCqwsdVhAU8ph8ua8Fm4JhuuHY9kIsx6Vi7AUNvwB/6RdTshrVbwFTikB8uww2XsS5cRndcu45Qs4cM/IGNwBBqgv8kaDaH4ygLn9/dcO1GLEE8pn+4jDQck4dr14bLyMTaovBNosXaEhzTD9dur/c3KgYTCP+N1oH1NeFv1BeoqPc3KgbjD51f1of6k4r6G3WpV4aDtZt2+BsNwNrNMf5GPbC2AEsmjsnBtYWhX5aNB2uLcegd/iW7FGN64trNWFuNY7pj2RgemCs79PfHG/rbshlrnfDftgToAgSxtgITjs2lHIODZQOhm9csoCL2RW+dnddV3bH1y87sWGvLhGp3GacvmV0eV20tEUlZjmc30rJ+HjXPdV3cwOv4a57DdVeFv7fi6MerycmtXZTTTLa2Zlgr7mPHPdapHZjEpa45aP002tZ6W22PvHb5rm6+XRO7aAj1b4YNFW0g6ELApgPHUuM+gbf2h6QGecH6STiHJjdVbbLGyvdSd/yxkn9p4XUDQDahWnhBoDuhpKXB0B3LNsCHISucFOyCIQ3Ldgw5AFiqcMgNJd3w49Azco4deuBSCqRhyMSyLVzLLh2oBLqGa/5V4phcQoPV1ISbxm7HWhu+F6oI33tnhBKINjP8ujJcnsW1FTimC+DHWj/G6Qa2htBPc12xlAKe8D3ldiADYzIIJTWzw9dsOZADVGNtFcZ0A1uOxQ3fy5WHy+gSuhcmI3SvzDaM7RK6/2F7OIlaDVTh0CuckAzimO7UBEqBA6kO3InflGBsRqS2YqhGpANsC/8taoAKDL2xVGBtAMfpFbrXtGBMHpaNYNMxTtfwfX8OoUTm5nAtxkDoPpfeWEpD95dOb6zdHD6/PeuV0QVrN9X7O2/G0CN0TikLP9tUAlUY0x/XbgQLjumFpQhLWujvZQtDf1uTgWs3hu6bCYZrWfYJn+cKjOkXun+3Lo7TB9cWEkoU9wg/z9QvowcGcNncoAxrS8Lnpm+4DB+OyQuXkY0x2bh2A4bu4eutJJzcrgC2h59LSrDWj+P0w7VFgCd8LRcCWRjTBdcWhc+Hg2XH+/fdQtdVE57TDD3AeOs9p1WHriEzIPyMVRV+PiqMPKfVBNcBA6kJPkvQrAe6YUxa+DmtsWe93Zr0nBZ51jMBrG3Kc5ov/JxWW0as57T+uJEy6j+nDQg/c9Z/TtvFsx7bm/ictutn6arA2p1/pEqnl9QE1xNPPMGVV17JvHnzOOKII7j33nuZNGkSn332GQMHNuyIevXq1UyePJmLLrqIRx55hHfffZcZM2bQq1cvTj/99Lj2XRm8CZ/rEH3jsCuN3WR01jJ2VV7d8oCbCdxCVfBWvE5NQmU07fWudKTzu0Nxjb2OpZEiGk9uNaFMGmmCWO/vYCMPZCZUaytcruPk40v7Eb600zAmZ9c7EhFJIY7j4KQdhzftOABcdwNB/xu4tgJDDYHASlz7NZbv2WmCJN5EV2toDzG0uFh9nMWxbURLJ7d2Vn795F6s5F9NveXl9V7X1dy2bAy/qq6XFNwS2aOtt51bbzuXzZHXQdY3iLSx241gI/c5bhz3Qm5TTnc891ZNWbfB653cD1oIuOnAgVS79+F1qxvZbif3ucFG9h3ccd2d3F+2RBk7HFe0BJ4j6sfUbstI3nNEIJgO3EpVcPYOz1LNf05Lbhnxlte8Mqrd1vgcTjI1UYxLUhNct99+O9OmTePCCy8EYO7cuSxcuJC7776bOXPmNFj/nnvuYeDAgcydOxeA4cOH8+GHH/LHP/4x7gRXnab+x7Tjum4j8ztTGXFkWVqkjESzPfHG1FHKaElNu2O3RDdQjP7+Cj/V1D8E48WXdibp6ddiTFoLxSoi0rk5Th+c9LMj72s/PV23BNf9FNfdSCDwNsHgFxjjgC0N/ervwK6/R8JVbMMvpQmM7aSJO2kdid7Lpdp9bls/R7T0s4jOb8uUEW95bVFGx6JO5uOTtARXTU0Ny5Yt49prr42aP3HiRN57772Y2yxZsoSJEydGzTv++OO5//778fv9+Hy+BttUV1dTXV0deV9aWgpA0J9GwO9p7mFIWCCQHvWvtDe1n4y7aKJoG6nFFe5s3uMcgtczAY9zAKFq44NwnG4EAlD3C3LT+P3+qH9FmkLXjSSi41w3OcAYjAGf7xR2vK2xthx/4E2s3YRlHcHgsnAtsDQsReG16tXiMbX/1zI3/hbbOX8Rrm2euAPd20gidN1IInTdtIygv0EVvY7PMaEpke1SUNISXMXFxQSDQfr0ie6rp0+fPhQVFcXcpqioKOb6gUCA4uJi+vXr12CbOXPmcOONNzaYv+TNG8nKymrGEUgs77/Z8FxLZ1TbqfC6Zpe0aNGiZpchqUfXjSSic1w3Bugdng5KciypQfc2kghdN5IIXTfNU1FRAZyT7DBalDVgE/hxSTW4kmTH0dWstTsdcS3W+rHm15o1axYzZ86MvC8tLSU/P5/RR8+ma45qcLWUQCCd99+8kcOPno3XW73rDaTtWUPop/dY7TAMht1wGIrH5AMWQxZe70Q8zrBWCcfv97No0SImTJgQs/alSCy6biQRum5is9bi2gKgCsMgrP02PMAKuO5ywANU4NrvgaxQ5822FAy4lIQ7SzZYW4Slul6n5S4mPJpv6HvHQ10t39o+UxKpWdYSfXXGYsO1uKLp3kYSoetGEqHrpmWUlXbCGlwSl6QluHr27InH42lQW2vjxo0NamnV6tu3b8z1vV4veXl5MbdJT08nPb1hVU+PrwavrzPWs08ur7car08fyu1PJliDMT0xNhMI4LAvXs9IjOmB1zkYxzSsAdkWfD6fHjglbrpuJBG6bmKp/yPGAfVe79fskq2tInSr6YZGzzLdgdDowsb0Co8GXIJDPkH7KZYKPGafcELN4pi+BN2PsaRjSMfla7DdQiPcsRGHbrh2K6GRhrOwthhrK8KjxpUT6k3aFx5djXAyroTQCH9eQqPhpWOpIjQCVwaWUkIj93XHELqf8Xn74PGtI/RjUEZ4f+mEek8rA0Lfq6EkXu2IhhA90qGHut6tW67ZaJ2W6LxZWpLuiSURum6ax+PrfJ3Mqw+u+CQtwZWWlsbIkSNZtGgRp556amT+okWLOPnkk2NuM3r0aF544YWoea+++iqjRo1K4Ia1dvhkl9CNSWV4fhZ1I9HVzncI3bBUEzplhtDNSxqhm5VgeN0qQjcRjZWRFl6nsTIywvvYsYza14bQDVUVoRslD6FRclqiDF/4XOxYRqxzE6uMWt7wtunh44v3/PrC+w00o4z653fHMnb1N9rV37mx85tNaJQiT3id8vB2Tnif9W9+u4TL8AN5hG6OwdCDuuG6Q8NdG7qEX1dj6Aq4WCpw6Bfu1N3BMbtj8GKtD4+Tj0sRhky85ghCwwnn4TF7ICIi0paMyaj3emCD18YMxCH02uHoyHIPg+teO3u3bpA74Td+YAFd016Mus+0Ngg4GGOwNogxHqz1YynHkIOlFNiOoR+WzYAfbG8sX4NJw9ieuHyOIQfIw/ItxvQFW4HLWgxDgI24dgseswcu32BtDY7ZHdd+jrUeHNMLly/AZmNMNyxrwPYIjwVTiLG9CY2MuBVjeuPaYqytxjE9sGzEWotjuuLajUAaxmRh2YKxmVhjga2E7m1qcN3tOE4O1lZhrR/HZGPZhrVuOCm4Faw3/LoMbFq4ovg2sJlYarCU45CDNdXhY8nF2u2AizHZWLsZiwdDVmg7MgCDy9bwvZDFpRyHXKAalyoccrFswRLEoUe4xqAHQ5fw63TAEzouuoT+dpRjyAWqIrUOoQxLEENuOHnphO+9QmWEkppbMWQTGlF6e7iMGixV4e22AQEMPai9NzT0BIqiyoAuGEzoPJEbujaoALoRuh/0A93D58AAXcOvvYTuJUvD/zqE7jW7ELq/rCLUh1/lDmUQ3s9WQveo2fXOrxfYHi4jGN62azieYPj1dkL3vF3D8Tnh/ZcTumf2hrdLD69XQ+j+uDpcRpfwujuWkRUu2xsup7YMwttmho8j0MQy0sJxp4XPW3V4eU29MioIPQ/UlmHC52N7+NykxyijfhzZ4eVNfcZyiO9ZrzYBXrtOazzrJfKM1RJlNPVZr7nPaZk0OqJ8R6ZRFOOS1CaKM2fO5Mc//jGjRo1i9OjR3HfffRQUFDB9+nQg1Lxw3bp1PPTQQwBMnz6dO++8k5kzZ3LRRRexZMkS7r//fh577LG4953j+y85vkxC/5F0JfQfVDD0q6AtI3RqMgh9AKYDvkjCAQh/ueUQ+g+r9ksllLQwpmv4S9vToIzQ6yzqviC7UvelEquM2i+SWGU4WMoaKaMGY3KwNjTEc+jmoZS6XxxLI2XUfbm5hD4Ucgh9iFWHywh9mNeVkRYup/ZL1kMNW4B36er7AJ/PHz6n/nrnt5LQTUzt+fXtUIY3fFzZhD7YKmKU0djfqDT8b1P+RlVAoMl/o9AXaldCH8KN/42MycLa+l9GVeHyTPh1BnVf/LVf4DY0OpaIiIh0GMZ4Grw2xoehW+g13SDyuld4RYC9I68dDqtXYu/IfA/7hOfV/TDlYa9669avWXdUwscgracuMfp6XD/Ah7pdCd0bWhtqxhtKotZ/HYxcc6EEoxP1umll1N+uYXnWBgjdb6djbQ0AxqRF7nON8YZrZ/qo+yG39j63Ovw6SOh+OwNrQwmMUHk7K6N+giuD0HOJv5EyHIzxJaGMKlrrOa2GzcDi8LNUJU1/TtvxWa/hc1pdHLVldOLnNN9GoC+diXUS7IMrRR8zk5rgOuussygpKeGmm26isLCQESNGsGDBAgYNGgRAYWEhBQUFkfWHDBnCggULuOqqq7jrrrvo378/f/3rXzn99NPj3rcxDsakU/chlllvWdd6a+bUzQ/frES/rl9GRngCY7rELCP0K8qOZXioGyS8pcvIrlvXxC6j7rWn3uu64zKmrjP+xspwTG54ua/e+vXPTf0y6p/fWHHUf92Uv1Gs89HY36h+Gbs+v3Wv09jV3yh0PdXKjPHaRLarey8iIiIiqS7Un7AJv3bqza//2tPIfCeOMnZenjFeah8RQ60Fapen13td/362/n1u7ev6ZfjqbberMuq/rmsl0n7KaM3ntK7hfw3GxPOctutnveg4Yj1jdZ7nNGPq/w0lFSW9k/kZM2YwY8aMmMvmz5/fYN64ceP46KOPWjkqEREREREREZHksY7FOvH3pZjINp1BilZcExERERERERFpx4xNfErAvHnzGDJkCBkZGYwcOZLFixfvdP233nqLkSNHkpGRwdChQ7nnnnsS2m9LUYJLRERERERERKSdCfXBZROY4t/XE088wZVXXsl1113H8uXLGTt2LJMmTYrqNqq+1atXM3nyZMaOHcvy5cv51a9+xeWXX87TTz/dzKNOnBJcIiIiIiIiIiLtjRNMfIrT7bffzrRp07jwwgsZPnw4c+fO/X/27js+qir94/j33EkHEiCBFAlNQFEUFERAEVBAQbHuiusq4IKK2LGy+hMsK1tcl10Vy4qyllXW3lAJKoiCBQQLoqICoSRAaAmEtLnn98ckQ0ICZCbJTMrnva+7yZxb5pnhmNw8c85zlJ6erkcffbTK4x977DG1b99eM2bMUPfu3TVhwgT94Q9/0AMPPFDTVx20sNfgCjXf6iJSbm5umCNpXIqLi5Wfn6/c3NyAVoxB00WfQTDoNwgG/QbBoN8gGPQbBIN+UzvK/sYv+5u/McjLdWt03v55j+joaEVHR1c6vqioSMuWLdPtt99eoX348OFavHhxlc+xZMkSDR8+vELb6aefrlmzZqm4uDgsfbnJJbjy8vIkSenp6WGOBAAAAAAA1Ka8vDwlJCQc+sB6LCoqSikpKTr68PVBX6N58+aV8h5Tp07VtGnTKh2bk5Mjr9er5OTkCu3JycnKzs6u8vrZ2dlVHl9SUqKcnBylpqYGHXuwmlyCKy0tTevXr1eLFi1Kl9JFbcjNzVV6errWr1+v+Pj4Q5+AJo8+g2DQbxAM+g2CQb9BMOg3CAb9pnZYa5WXl6e0tLRwh1JjMTExWrNmjYqKioK+hrW2Us6jqtFb5e1/fFXXONTxVbWHSpNLcDmOo3bt2oU7jEYrPj6eH8oICH0GwaDfIBj0GwSDfoNg0G8QDPpNzTX0kVvlxcTEKCYmJiTPlZSUJI/HU2m01pYtWyqN0iqTkpJS5fERERFKTEyss1gPhiLzAAAAAAAATVRUVJR69+6tjIyMCu0ZGRkaMGBAlef079+/0vHz5s1Tnz59wlZLjgQXAAAAAABAEzZ58mQ9+eSTeuqpp7Rq1SrdeOONyszM1MSJEyVJU6ZM0ZgxY/zHT5w4UevWrdPkyZO1atUqPfXUU5o1a5ZuvvnmcL2EpjdFEXUjOjpaU6dOPeScXqAMfQbBoN8gGPQbBIN+g2DQbxAM+g3qg9GjR2vbtm265557lJWVpR49emju3Lnq0KGDJCkrK0uZmZn+4zt16qS5c+fqxhtv1COPPKK0tDT961//0gUXXBCulyBjG9MamgAAAAAAAGhymKIIAAAAAACABo0EFwAAAAAAABo0ElwAAAAAAABo0EhwAQAAAAAAoEEjwYWA/OlPf9KAAQMUFxenli1bVnmMMabS9thjj1U45ttvv9WgQYMUGxurww47TPfcc49Y76Dxqk6/yczM1KhRo9SsWTMlJSXpuuuuU1FRUYVj6DdNW8eOHSv9bLn99tsrHFOdfoSmZ+bMmerUqZNiYmLUu3dvLVq0KNwhoZ6YNm1apZ8rKSkp/v3WWk2bNk1paWmKjY3V4MGDtXLlyjBGjHD4+OOPNWrUKKWlpckYo9dff73C/ur0k8LCQl177bVKSkpSs2bNdPbZZ2vDhg0hfBUItUP1m3HjxlX6+dOvX78Kx9BvgMCQ4EJAioqK9Nvf/lZXXXXVQY97+umnlZWV5d/Gjh3r35ebm6thw4YpLS1NX375pR566CE98MADevDBB+s6fITJofqN1+vVmWeeqT179uiTTz7Riy++qFdeeUU33XST/xj6DST5ly0u2+68807/vur0IzQ9c+bM0Q033KA77rhDy5cv18CBAzVixIgKy1yjaTv66KMr/Fz59ttv/fv++te/6sEHH9TDDz+sL7/8UikpKRo2bJjy8vLCGDFCbc+ePerZs6cefvjhKvdXp5/ccMMNeu211/Tiiy/qk08+0e7du3XWWWfJ6/WG6mUgxA7VbyTpjDPOqPDzZ+7cuRX202+AAFkgCE8//bRNSEiocp8k+9prrx3w3JkzZ9qEhARbUFDgb5s+fbpNS0uzruvWcqSoTw7Ub+bOnWsdx7EbN270t73wwgs2Ojra7tq1y1pLv4G1HTp0sP/4xz8OuL86/QhNT9++fe3EiRMrtB155JH29ttvD1NEqE+mTp1qe/bsWeU+13VtSkqK/fOf/+xvKygosAkJCfaxxx4LUYSob/a/z61OP9m5c6eNjIy0L774ov+YjRs3Wsdx7HvvvRey2BE+Vf19NHbsWHvOOecc8Bz6DRA4RnChTlxzzTVKSkrSCSecoMcee0yu6/r3LVmyRIMGDVJ0dLS/7fTTT9emTZu0du3aMESLcFuyZIl69OihtLQ0f9vpp5+uwsJCLVu2zH8M/QZ/+ctflJiYqF69eulPf/pThemH1elHaFqKioq0bNkyDR8+vEL78OHDtXjx4jBFhfpm9erVSktLU6dOnXTRRRfp119/lSStWbNG2dnZFfpPdHS0Bg0aRP+BX3X6ybJly1RcXFzhmLS0NPXo0YO+1MQtWLBAbdu2Vbdu3XT55Zdry5Yt/n30GyBwEeEOAI3Pvffeq9NOO02xsbH64IMPdNNNNyknJ8c/lSg7O1sdO3ascE5ycrJ/X6dOnUIdMsIsOzvb3wfKtGrVSlFRUcrOzvYfQ79p2q6//nodf/zxatWqlb744gtNmTJFa9as0ZNPPimpev0ITUtOTo68Xm+lfpGcnEyfgCTpxBNP1DPPPKNu3bpp8+bNuu+++zRgwACtXLnS30eq6j/r1q0LR7ioh6rTT7KzsxUVFaVWrVpVOoafRU3XiBEj9Nvf/lYdOnTQmjVr9H//93869dRTtWzZMkVHR9NvgCAwggtVFljdf1u6dGm1r3fnnXeqf//+6tWrl2666Sbdc889+tvf/lbhGGNMhce2tFD4/u2ov2q731T1b2+trdBOv2l8AulHN954owYNGqRjjz1WEyZM0GOPPaZZs2Zp27Zt/utVpx+h6anqZwd9ApLvD8wLLrhAxxxzjIYOHap33nlHkvSf//zHfwz9B9URTD+hLzVto0eP1plnnqkePXpo1KhRevfdd/XTTz/5fw4dCP0GODBGcEHXXHONLrroooMes//ImUD069dPubm52rx5s5KTk5WSklLpU4ey4bj7f/qF+qs2+01KSoo+//zzCm07duxQcXGxv0/QbxqnmvSjspWGfv75ZyUmJlarH6FpSUpKksfjqfJnB30CVWnWrJmOOeYYrV69Wueee64k3+ib1NRU/zH0H5RXturmwfpJSkqKioqKtGPHjgqjcbZs2aIBAwaENmDUW6mpqerQoYNWr14tiX4DBIMRXFBSUpKOPPLIg24xMTFBX3/58uWKiYlRy5YtJUn9+/fXxx9/XKF2zrx585SWllajRBpCqzb7Tf/+/fXdd98pKyvL3zZv3jxFR0erd+/e/mPoN41PTfrR8uXLJcn/B0V1+hGalqioKPXu3VsZGRkV2jMyMvjjAFUqLCzUqlWrlJqaqk6dOiklJaVC/ykqKtLChQvpP/CrTj/p3bu3IiMjKxyTlZWl7777jr4Ev23btmn9+vX++xr6DRA4RnAhIJmZmdq+fbsyMzPl9Xq1YsUKSVKXLl3UvHlzvfXWW8rOzlb//v0VGxurjz76SHfccYeuuOIKf3Hwiy++WHfffbfGjRunP/7xj1q9erXuv/9+3XXXXQy3baQO1W+GDx+uo446Spdeeqn+9re/afv27br55pt1+eWXKz4+XhL9pqlbsmSJPvvsMw0ZMkQJCQn68ssvdeONN+rss89W+/btJala/QhNz+TJk3XppZeqT58+6t+/v5544gllZmZq4sSJ4Q4N9cDNN9+sUaNGqX379tqyZYvuu+8+5ebmauzYsTLG6IYbbtD999+vrl27qmvXrrr//vsVFxeniy++ONyhI4R2796tn3/+2f94zZo1WrFihVq3bq327dsfsp8kJCRo/Pjxuummm5SYmKjWrVvr5ptv9k+NReN0sH7TunVrTZs2TRdccIFSU1O1du1a/fGPf1RSUpLOO+88SfQbIChhW78RDdLYsWOtpErbRx99ZK219t1337W9evWyzZs3t3FxcbZHjx52xowZtri4uMJ1vvnmGztw4EAbHR1tU1JS7LRp06zrumF4RQiFQ/Uba61dt26dPfPMM21sbKxt3bq1veaaa2xBQUGF69Bvmq5ly5bZE0880SYkJNiYmBh7xBFH2KlTp9o9e/ZUOK46/QhNzyOPPGI7dOhgo6Ki7PHHH28XLlwY7pBQT4wePdqmpqbayMhIm5aWZs8//3y7cuVK/37Xde3UqVNtSkqKjY6Otqeccor99ttvwxgxwuGjjz6q8j5m7Nix1trq9ZO9e/faa665xrZu3drGxsbas846y2ZmZobh1SBUDtZv8vPz7fDhw22bNm1sZGSkbd++vR07dmylPkG/AQJjrC2t0gwAAAAAAAA0QNTgAgAAAAAAQINGggsAAAAAAAANGgkuAAAAAAAANGgkuAAAAAAAANCgkeACAAAAAABAg0aCCwAAAAAAAA0aCS4AAAAAAAA0aCS4AAAAAAAA0KCR4AIAAI3W2rVrZYzRihUr6uT6xhi9/vrrdXJtAAAAVB8JLgAAUGfGjRunc889N2zPn56erqysLPXo0UOStGDBAhljtHPnzrDFBAAAgNoXEe4AAAAA6orH41FKSkq4wwAAAEAdYwQXAAAIi4ULF6pv376Kjo5Wamqqbr/9dpWUlPj3Dx48WNddd51uvfVWtW7dWikpKZo2bVqFa/zwww86+eSTFRMTo6OOOkrz58+vMG2w/BTFtWvXasiQIZKkVq1ayRijcePGSZI6duyoGTNmVLh2r169Kjzf6tWrdcopp/ifKyMjo9Jr2rhxo0aPHq1WrVopMTFR55xzjtauXVvTtwoAAACHQIILAACE3MaNGzVy5EidcMIJ+vrrr/Xoo49q1qxZuu+++yoc95///EfNmjXT559/rr/+9a+65557/Ikl13V17rnnKi4uTp9//rmeeOIJ3XHHHQd8zvT0dL3yyiuSpB9//FFZWVn65z//Wa14XdfV+eefL4/Ho88++0yPPfaYbrvttgrH5Ofna8iQIWrevLk+/vhjffLJJ2revLnOOOMMFRUVBfL2AAAAIEBMUQQAACE3c+ZMpaen6+GHH5YxRkceeaQ2bdqk2267TXfddZccx/cZ3LHHHqupU6dKkrp27aqHH35YH3zwgYYNG6Z58+bpl19+0YIFC/zTEP/0pz9p2LBhVT6nx+NR69atJUlt27ZVy5Ytqx3v/PnztWrVKq1du1bt2rWTJN1///0aMWKE/5gXX3xRjuPoySeflDFGkvT000+rZcuWWrBggYYPHx7YmwQAAIBqI8EFAABCbtWqVerfv78/ESRJJ510knbv3q0NGzaoffv2knwJrvJSU1O1ZcsWSb5RWOnp6RVqbPXt27fO4m3fvr0/uSVJ/fv3r3DMsmXL9PPPP6tFixYV2gsKCvTLL7/USVwAAADwIcEFAABCzlpbIblV1iapQntkZGSFY4wxcl33gNcIluM4/ucvU1xcXCm2/WMpz3Vd9e7dW88//3ylY9u0aVMrcQIAAKBqJLgAAEDIHXXUUXrllVcqJKkWL16sFi1a6LDDDqvWNY488khlZmZq8+bNSk5OliR9+eWXBz0nKipKkuT1eiu0t2nTRllZWf7Hubm5WrNmTYV4MzMztWnTJqWlpUmSlixZUuEaxx9/vObMmaO2bdsqPj6+Wq8BAAAAtYMi8wAAoE7t2rVLK1asqLBdccUVWr9+va699lr98MMPeuONNzR16lRNnjzZX3/rUIYNG6bDDz9cY8eO1TfffKNPP/3UX2T+QCO7OnToIGOM3n77bW3dulW7d++WJJ166ql69tlntWjRIn333XcaO3asPB6P/7yhQ4fqiCOO0JgxY/T1119r0aJFlQra//73v1dSUpLOOeccLVq0SGvWrNHChQt1/fXXa8OGDcG8dQAAAKgmElwAAKBOLViwQMcdd1yFberUqZo7d66++OIL9ezZUxMnTtT48eN15513Vvu6Ho9Hr7/+unbv3q0TTjhBEyZM8J8fExNT5TmHHXaY7r77bt1+++1KTk7WNddcI0maMmWKTjnlFJ111lkaOXKkzj33XB1++OH+8xzH0WuvvabCwkL17dtXEyZM0J/+9KcK146Li9PHH3+s9u3b6/zzz1f37t31hz/8QXv37mVEFwAAQB0ztqqiEgAAAA3Qp59+qpNPPlk///xzhQQVAAAAGjcSXAAAoMF67bXX1Lx5c3Xt2lU///yzrr/+erVq1UqffPJJuEMDAABACFFkHgAANFh5eXm69dZbtX79eiUlJWno0KH6+9//Hu6wAAAAEGKM4AIAAAAAAECDRpF5AAAAAAAANGgkuAAAAAAAANCgkeACAAAAAABAg0aCCwAAAAAAAA0aCS4AAAAAAAA0aCS4AAAAAAAA0KCR4AIAAAAAAECDRoILAIAmavbs2TLGaOnSpf62adOmyRjj3xzHUWpqqkaOHKlPP/20wvlr166tdGxiYqJGjhypJUuWHPL5Bw8erMGDB9fqaxo3bpw6duxYq9cEAABA/RcR7gAAAED989577ykhIUGu6yozM1N//etfNXjwYH3++ec6/vjjKxx77bXX6uKLL5bX69XKlSt19913a8iQIVqyZImOO+64Az7HzJkz6/plAAAAoIkgwQUAACrp3bu3kpKSJEkDBgxQ3759dfjhh+vll1+ulOBq3769+vXrJ0k66aST1KVLF5122mmaOXOm/v3vfx/wOY466qi6ewEAAABoUpiiCAAADikhIUGSFBkZechjy5Jd69atO+hx+09RLJvy+MADD+jBBx9Up06d1Lx5c/Xv31+fffZZpfNnz56tI444QtHR0erevbueeeaZKp+nqKhI9913n4488khFR0erTZs2uuyyy7R161b/MX/+85/lOI7eeuutCueOGzdOcXFx+vbbbw/6Wowxuuaaa/Tss8+qe/fuiouLU8+ePfX2229XOvaTTz7RaaedphYtWiguLk4DBgzQO++849+fm5uriIgI/e1vf/O35eTkyHEcJSQkqKSkxN9+3XXXqU2bNrLWHjQ+AACAxo4EFwAAqMTr9aqkpERFRUX6+eefdfXVVys6Olq/+c1vDnnuzz//LElq06ZNUM/9yCOPKCMjQzNmzNDzzz+vPXv2aOTIkdq1a5f/mNmzZ+uyyy5T9+7d9corr+jOO+/Uvffeqw8//LDCtVzX1TnnnKM///nPuvjii/XOO+/oz3/+szIyMjR48GDt3btXknTbbbdpxIgRGjt2rD8x9/TTT+s///mPHnroIR1zzDGHjPudd97Rww8/rHvuuUevvPKKWrdurfPOO0+//vqr/5iFCxfq1FNP1a5duzRr1iy98MILatGihUaNGqU5c+ZIkuLj43XCCSdo/vz5/vM++OADRUdHKy8vT1988YW/ff78+Tr11FNljAninQYAAGg8mKIIAAAqSUlJqfA4Pj5eL7zwQpWJHtd1VVJS4q/BNXHiREnS73//+6Ceu0WLFnr77bfl8XgkSWlpaerbt6/effddXXTRRXJdV3fccYeOP/54vfbaa/7kzsknn6yuXbsqLS3Nf63//e9/eu+99/TKK6/o/PPP97f37NlTJ5xwgmbPnq2rrrpKxhg988wz6tWrly688EI99thjuuaaa3TJJZdo/Pjx1Yp77969mj9/vlq0aCFJOv7445WWlqb//e9/uv322yVJt99+u1q1aqUFCxaoefPmkqSzzjpLvXr10s0336wLL7xQxhgNHTpUf//731VYWKjo6GjNnz9fgwcP1qZNmzR//nwNGDBAmzZt0qpVq3TjjTcG9T4DAAA0JozgAgAAlcyfP19ffvmlvvjiC7399tsaOnSoLrroIr322muVjr3tttsUGRmpmJgY9e7dW5mZmXr88cc1cuTIoJ77zDPP9Ce3JOnYY4+VtG/K448//qhNmzbp4osvrjByqUOHDhowYECFa7399ttq2bKlRo0apZKSEv/Wq1cvpaSkaMGCBf5jExMTNWfOHH311VcaMGCA2rdvr8cee6zacQ8ZMsSf3JKk5ORktW3b1h/3nj179Pnnn+s3v/mNP7klSR6PR5deeqk2bNigH3/8UZJ02mmnae/evVq8eLEk37/HsGHDNHToUGVkZPjbJGno0KHVjhEAAKCxYgQXAACopGfPnv4i85I0YsQIHXPMMbr66qt13nnnVTj2+uuv1yWXXCLHcdSyZUt16tSpRlPmEhMTKzyOjo6WJP90wm3btkmqPMqsrG3t2rX+x5s3b9bOnTsVFRVV5XPl5ORUeHziiSfq6KOP1tdff62rrrpKzZo1CzrustjL4t6xY4estUpNTa10XNmos7LXNmDAAMXFxWn+/PlKT0/X2rVrNWzYMG3YsEEPPfSQdu/erfnz56tz587q1KlTtWMEAABorEhwAQCAQ3IcR0cffbReeuklbdmyRW3btvXva9eunfr06ROyWMoSSdnZ2ZX27d+WlJSkxMREvffee1Veq/yIK0maOnWqvv32W/Xu3Vt33XWXzjrrLHXu3LlW4m7VqpUcx1FWVlalfZs2bfLHK0lRUVE6+eSTNX/+fLVr104pKSk65phj/LEsWLBAH3zwgc4666xaiQ0AAKChY4oiAAA4JK/Xq2+//VbR0dGKj48PayxHHHGEUlNT9cILL1RYPXDdunX+KX1lzjrrLG3btk1er1d9+vSptB1xxBH+YzMyMjR9+nTdeeedysjIUEJCgkaPHq2ioqJaibtZs2Y68cQT9eqrr/pHdUm+GmbPPfec2rVrp27duvnbhw4dqmXLlumVV17xT0Ns1qyZ+vXrp4ceekibNm1ieiIAAEApElwAAKCSZcuW6bPPPtNnn32mN954Q+eff75++OEHTZo0STExMWGNzXEc3XvvvVq2bJnOO+88vfPOO3r++ec1dOjQStMWL7roIo0YMUIjR47UPffco/fee08ffPCB/vOf/2jcuHH+mmJZWVm65JJLNGjQIE2dOlWtWrXSnDlz9PXXX+vWW2+ttdinT5+ubdu2aciQIXr55Zf15ptvauTIkfruu+/0wAMPVJjaedppp8nr9eqDDz7QsGHD/O1Dhw7VvHnzZIzRqaeeWmuxAQAANGRMUQQAAJWcccYZ/u9bt26trl276qmnntLYsWPDGNU+ZSsb/uUvf9H555+vjh076o9//KMWLlxYoXC8x+PRm2++qX/+85969tlnNX36dEVERKhdu3YaNGiQjjnmGHm9Xv3ud7+TMUb//e9/5Ti+z//69eun+++/X7fccosGDx6sc889t8ZxDxo0SB9++KGmTp2qcePGyXVd9ezZU2+++Wal6YbHHXeckpKSlJOTU2Gk1tChQzV16lQdd9xxVdb9AgAAaIqMLT+2HwAAAAAAAGhgmKIIAAAAAACABo0EFwAAAAAAABo0ElwAAAAAAABo0EhwAQAAAAAANGEff/yxRo0apbS0NBlj9Prrrx/ynIULF6p3796KiYlR586d9dhjj9V9oAdBggsAAAAAAKAJ27Nnj3r27KmHH364WsevWbNGI0eO1MCBA7V8+XL98Y9/1HXXXadXXnmljiM9MFZRBAAAAAAAgCTJGKPXXntN55577gGPue222/Tmm29q1apV/raJEyfq66+/1pIlS0IQZWURYXnWMHJdV5s2bVKLFi1kjAl3OAAAAAAAoIastcrLy1NaWpocp+FPVisoKFBRUVHQ51trK+U8oqOjFR0dXdPQJElLlizR8OHDK7SdfvrpmjVrloqLixUZGVkrzxOIJpfg2rRpk9LT08MdBgAAAAAAqGXr169Xu3btwh1GjRQUFCgutq2s8oK+RvPmzbV79+4KbVOnTtW0adNqGJ1Pdna2kpOTK7QlJyerpKREOTk5Sk1NrZXnCUSTS3C1aNFCkq/Tx8fHhzmaxqO4uFjz5s3T8OHDw5KpRcNDn0Ew6DcIBv0GwaDfIBj0GwSDflM7cnNzlZ6e7v+bvyErKiqSVZ7io6bIKPARV1aFyt09vVLeo7ZGb5XZf4RYWQWscM2Wa3IJrrI3Oj4+ngRXLSouLlZcXJzi4+P5oYxqoc8gGPQbBIN+g2DQbxAM+g2CQb+pXY2pFJFHMXJMTMDnubbu8x4pKSnKzs6u0LZlyxZFREQoMTGxTp7zUBr+xFQAAAAAAACETP/+/ZWRkVGhbd68eerTp0/YErUkuAAAAAAAAOoZj0zQW6B2796tFStWaMWKFZKkNWvWaMWKFcrMzJQkTZkyRWPGjPEfP3HiRK1bt06TJ0/WqlWr9NRTT2nWrFm6+eaba+W1B6PJTVEEAAAAAACo7zzWkRPEuCRjAz9n6dKlGjJkiP/x5MmTJUljx47V7NmzlZWV5U92SVKnTp00d+5c3XjjjXrkkUeUlpamf/3rX7rgggsCfu7aQoILAAAAAACgnnFk5AQxGktBnDN48GB/kfiqzJ49u1LboEGD9NVXXwX8XHWFBBcAAAAAAEA9E8oEV2NADS4AAAAAAAA0aIzgAgAAAAAAqGc8QY7gMk10BBcJLgAAAAAAgHqGKYqBCesUxY8//lijRo1SWlqajDF6/fXXD3nOwoUL1bt3b8XExKhz58567LHH6j5QAAAAAACAECpLcAWzNUVhTXDt2bNHPXv21MMPP1yt49esWaORI0dq4MCBWr58uf74xz/quuuu0yuvvFLHkQIAAAAAAISOsZITxGYOvBhioxbWKYojRozQiBEjqn38Y489pvbt22vGjBmSpO7du2vp0qV64IEHdMEFF9RRlAAAAAAAAKjPGlQNriVLlmj48OEV2k4//XTNmjVLxcXFioyMrHROYWGhCgsL/Y9zc3MlScXFxSouLq7bgJuQsveS9xTVRZ9BMOg3CAb9BsGg3yAY9BsEg35TOxrj++dIQU03bKIDuBpWgis7O1vJyckV2pKTk1VSUqKcnBylpqZWOmf69Om6++67K7XPmzdPcXFxdRZrU5WRkRHuENDA0GcQDPoNgkG/QTDoNwgG/QbBoN/UTH5+frhDqHXB1tOyTbQGV4NKcEmSMRX/oay1VbaXmTJliiZPnux/nJubq/T0dA0fPlzx8fF1F2gTU1xcrIyMDA0bNqzKkXTA/ugzCAb9BsGg3yAY9BsEg36DYNBvakfZbK3GhARXYBpUgislJUXZ2dkV2rZs2aKIiAglJiZWeU50dLSio6MrtUdGRvLDow7wviJQ9BkEg36DYNBvEAz6DYJBv0Ew6Dc1w3uHBpXg6t+/v956660KbfPmzVOfPn3ozAAAAAAAoNFgBFdgnHA++e7du7VixQqtWLFCkrRmzRqtWLFCmZmZknzTC8eMGeM/fuLEiVq3bp0mT56sVatW6amnntKsWbN08803hyN8AAAAAACAOmFq8L+mKKwjuJYuXaohQ4b4H5fVyho7dqxmz56trKwsf7JLkjp16qS5c+fqxhtv1COPPKK0tDT961//0gUXXBDy2AEAAAAAAOoKI7gCE9YE1+DBg/1F4qsye/bsSm2DBg3SV199VYdRAQAAAAAAhJej4KbdHTjL0riFdYoiAAAAAAAAUFMNqsg8AAAAAABAU+DYIKcoWqYoAgAAAAAAoB4wQdbgcqnBBQAAAAAAgPog2BURm+oqitTgAgAAAAAAQIPGCC4AAAAAAIB6JthVFJvqSCYSXAAAAAAAAPWME2QNrmDOaQxIcAEAAAAAANQzJLgCQ4ILAAAAAACgnjGlWzDnNUVNdWomAAAAAAAAGglGcAEAAAAAANQzTFEMDAkuAAAAAACAesaxQSa4LAkuAAAAAAAA1APU4AoMNbgAAAAAAADQoDGCCwAAAAAAoJ6hBldgSHABAAAAAADUM46Cm3bXVKfqkeACAAAAAACod4wMVbiqjQQXAAAAAABAPcMUxcA01ZFrAAAAAAAAaCQYwQUAAAAAAFDPGBvcZENjaz2UBoEEFwAAAAAAQD3DFMXAkOACAAAAAACoZ1hFMTBN9XUDAAAAAACgkWAEFwAAAAAAQD1jSv8XzHlNEQkuAAAAAACAeoYpioEhwQUAAAAAAFDP+BJcwRSZb5pIcAEAAAAAANQzxiqoyYbG1nooDUJTTewBAAAAAACgkWAEFwAAAAAAQD1DDa7AkOACAAAAAACoZ1hFMTAkuAAAAAAAAOoZRnAFhgQXAAAAAABAvRPcCK7gStM3fE01sQcAAAAAAIBGghFcAAAAAAAA9QxTFANDggsAAAAAAKCeIcEVGBJcAAAAAAAA9YyRkbGsolhdTTWxBwAAAAAAgEaCEVwAAAAAAAD1DFMUA0OCCwAAAAAAoJ4xpVsw5zVFTTWxBwAAAAAAUG85NdiCMXPmTHXq1EkxMTHq3bu3Fi1adNDjn3/+efXs2VNxcXFKTU3VZZddpm3btgX57DVHggsAAAAAAKCeMTX4X6DmzJmjG264QXfccYeWL1+ugQMHasSIEcrMzKzy+E8++URjxozR+PHjtXLlSr300kv68ssvNWHChJq+7KCR4AIAAAAAAGjCHnzwQY0fP14TJkxQ9+7dNWPGDKWnp+vRRx+t8vjPPvtMHTt21HXXXadOnTrp5JNP1pVXXqmlS5eGOPJ9SHABAAAAAADUMzWdopibm1thKywsrPJ5ioqKtGzZMg0fPrxC+/Dhw7V48eIqzxkwYIA2bNiguXPnylqrzZs36+WXX9aZZ55ZsxddAyS4AAAAAAAA6hlTg02S0tPTlZCQ4N+mT59e5fPk5OTI6/UqOTm5QntycrKys7OrPGfAgAF6/vnnNXr0aEVFRSklJUUtW7bUQw89VLMXXQMkuAAAAAAAAOqZmo7gWr9+vXbt2uXfpkyZctDnM6Zi7S5rbaW2Mt9//72uu+463XXXXVq2bJnee+89rVmzRhMnTgzuxdaCiLA9MwAAAAAAAOpEfHy84uPjD3lcUlKSPB5PpdFaW7ZsqTSqq8z06dN10kkn6ZZbbpEkHXvssWrWrJkGDhyo++67T6mpqTV/AQFiBBcAAAAAAEA9YxTc6K1A11CMiopS7969lZGRUaE9IyNDAwYMqPKc/Px8OU7FlJLH45HkG/kVDozgAgAAAAAAqGfK19MK9LxATZ48WZdeeqn69Omj/v3764knnlBmZqZ/yuGUKVO0ceNGPfPMM5KkUaNG6fLLL9ejjz6q008/XVlZWbrhhhvUt29fpaWlBRFBzZHgAgAAAAAAqGfK19MK9LxAjR49Wtu2bdM999yjrKws9ejRQ3PnzlWHDh0kSVlZWcrMzPQfP27cOOXl5enhhx/WTTfdpJYtW+rUU0/VX/7ylyCevXaEfYrizJkz1alTJ8XExKh3795atGjRQY9//vnn1bNnT8XFxSk1NVWXXXaZtm3bFqJoAQAAAAAA6p6RZEwQW5DPN2nSJK1du1aFhYVatmyZTjnlFP++2bNna8GCBRWOv/baa7Vy5Url5+dr06ZNeu6553TYYYcF/XprKqwJrjlz5uiGG27QHXfcoeXLl2vgwIEaMWJEhaxgeZ988onGjBmj8ePHa+XKlXrppZf05ZdfasKECSGOHAAAAAAAAPVFWBNcDz74oMaPH68JEyaoe/fumjFjhtLT0/Xoo49Wefxnn32mjh076rrrrlOnTp108skn68orr9TSpUtDHDkAAAAAAEDdCabAfLDTGhuDsNXgKioq0rJly3T77bdXaB8+fLgWL15c5TkDBgzQHXfcoblz52rEiBHasmWLXn75ZZ155pkHfJ7CwkIVFhb6H+fm5kqSiouLVVxcXAuvBJL87yXvKaqLPoNg0G8QDPoNgkG/QTDoNwgG/aZ2NMb3L5RF5huDsCW4cnJy5PV6lZycXKE9OTlZ2dnZVZ4zYMAAPf/88xo9erQKCgpUUlKis88+Ww899NABn2f69Om6++67K7XPmzdPcXFxNXsRqGT/ZUWBQ6HPIBj0GwSDfoNg0G8QDPoNgkG/qZn8/Pxwh1DrQllkvjEI+yqKxlTMLVprK7WV+f7773Xdddfprrvu8i9Decstt2jixImaNWtWledMmTJFkydP9j/Ozc1Venq6hg8frvj4+Np7IU1ccXGxMjIyNGzYMEVGRoY7HDQA9BkEg36DYNBvEAz6DYJBv0Ew6De1o2y2FpqusCW4kpKS5PF4Ko3W2rJlS6VRXWWmT5+uk046Sbfccosk6dhjj1WzZs00cOBA3XfffUpNTa10TnR0tKKjoyu1R0ZG8sOjDvC+IlD0GQSDfoNg0G8QDPoNgkG/QTDoNzXTGN87pigGJmwj16KiotS7d+9KwzAzMjI0YMCAKs/Jz8+X41QM2ePxSPKN/AIAAAAAAGgMHBP81hSFdYri5MmTdemll6pPnz7q37+/nnjiCWVmZmrixImSfNMLN27cqGeeeUaSNGrUKF1++eV69NFH/VMUb7jhBvXt21dpaWnhfCkAAAAAAAC1hhFcgQlrgmv06NHatm2b7rnnHmVlZalHjx6aO3euOnToIEnKyspSZmam//hx48YpLy9PDz/8sG666Sa1bNlSp556qv7yl7+E6yUAAAAAAADUumBHYzmS1AQnuYW9yPykSZM0adKkKvfNnj27Utu1116ra6+9to6jAgAAAAAAQEMR9gQXAAAAAAAAKmKKYmBIcAEAAAAAANQzJsgpiiS4AAAAAAAAUC8YWZkgimkFc05jQIILAIAGzlqrrd/nKi97rzZ8vl2r3tggb7GrI886TP2u66ZmSdHhDhEAAACoUyS4AABoIH58Z5M++dsqbVmZq5Ydm6n/9d2UelxLvXzpZ9r8za5Kx2/5bpc+f3i1jh/fSUf/Jl3GGMW2jlJilxZhiB4AAACBqNEqik0QCS4AABqAr57+Va9f/qWMI1lXKthZpFfHfX7wIguuVJhbrCX/+ElL/vGTvzm1dyuddvcxandiomJbRdV98AAAAAgYReYDQ4ILAIB6zPW6+uGNjXr72mWSfMkt3zf7fa0mIyn7qx3676iPZTxGx1zUXiP/1VvR8ZG1FTIAAABqgWOsHBN4PS2HGlwAAKA+2bujSM+cvkBZX+2Qe+jDD8ns99V6XX3737X6dX62TpjUVcf/obOap8TWwjMBAACgpozxbQGfV/uhNAhNdWomAAD1krVW1vo+dZt36wpt/mZnpWOqc9NyoGP23STZ0ueTdm8u0MK7v9XDR72jTUu3BxoyAAAAEHaM4AIAoB7YlblHH/3fN1r12npZr1XnYSla/f5mWW9wQ8ytKie59k9uqdwx1pVKdpfo2dM+UN9ru6nPpG5qkcZoLgAAgHBhBFdgGMEFAECY5ecU6umBGVr5v0x5C1y5xVY/v5Mlt8SXiDKm4i/ssvTUgW5emiVHy3EqH2DL5crKFy01kjzGd+GSvV4teWCVnjjuXeX8kFvDVwYAAIBgldXgCmZrikhwAQAQZsue+Fl7Nhf4R2uV5ppK/79ikqtCYspjfI8dyRPl6LR7euimtaN028ZzdcWSYeo8pK38Fyxlq7jfKVt+uuwTQutaFe4q0tyrvpBbUhvVvwAAABCoshFcwWxNEVMUAQAIs3ULN+9bHVG+lJZTmuVy/eku40tyeYwO69Nap//jOC178lftytyj5GNaqu9VXdSqU3P/NdJ6t9bYeUPkLXZlHGnnunz9kpGtz/75o7avzvNPYTTyJb3KT190jGRktWnJVj3S5Q0NfaC3uv+mfWjeDAAAAEjy3Q86QSSrmupIJhJcAACE0dbvdylv497yw7b8A66c0uxTWe7LOFLvCZ019P6eio6PVLsTEg95fU+k7xandefman1lF/W54nBlfpqjRfev1K8Z2RWetyy5Vd6e7AK9cemn2vj5VvWbfJSap1KXCwAAAPVPU03sAQAQdl/+6wc91Xuudv2aV77ue/lv5RgpwkgREVK/a7rqzIf7KDo+MujnNMaow8lt9Pt3BmnUE33V6vBm/tFb+38t+95IWvbwT5rZ9Q19+dAPQT83AAAAqs8YG/TWFJHgAgAgDHJW7dKHty33PXCtTBUrG5ZvMJKOn3B4rT2/MUbHXdZZ16wapV6XdS5t2/+Yio+t1+rDW5drw6dbay0OAAAAVI0aXIEhwQUAQBh8P2edjMd392GM5HEkj+NLdBnHNx2xTFSzCJ33bH8ldU+ok1hGPnqCRs06Uc1TYivcEFUuSG9lPNLyJ1fXSRwAAADYx1eDK5hVFMMdeXhQgwsAgDAoyiuWcSTr9T0umwroeCQ5VpNWn6N1C7coIjZCnYelKKpZ3f3KNo7RsZd2UspxrfTUCe/uqwVWfqqirDyO7+vql9bqrRKvTn2gj5olU5MLAAAA4UeCCwCAECjYUahVL67R9p9yldCxuRK7x8strlwfwThG7QYkqUVanHr8rmNIY2zbo6VGPdVf7171hUoKvP7VFY2sIjwVR3T9/OYG5Xy3U5d+NlIR0Z6QxgkAANAkNOHphsEgwQUAQB3b8s12vXzWByrcWSTjKR21ZSXjm5DoP854fMO4Bk49NmyxHv27jupy5mH66rGftOjub2Wtb5h7WbKrjPVa7Vidp9VvrFf3CzuGLV4AAIDGqmzKYcDniSLzAACglllrNfeyT1WUWyxZyZbIl9wyUmSElcexUmndrfST2uji905T+sltwxpzdHyk+t96tC58a7BadW0hp8pPD62cCCnrMwrOAwAA1AVWUQwMCS4AAOrQ1m93aMdPubJe341G+ZVtjJEiPFbRkVbNW3n02zcGq91JbcIX7H46npqiCctHKqpF+QHfvk8SIzxWHrn6/j8/6cPrP1PR7uKwxQkAANAYGSP/4kMBbU10WiMJLgAA6lBRbsXET+WVCfcdl5u5OwQRBcZxHB07vqt/VUfHSB6P9d84Wa/V98/8rDd/+6GK95DkAgAAQHiQ4AIAoA617dlaEbH7irAf8BM1I8W0jg5NUAHqf8cxSh+cIsnKccpn6KyMrGStNn+2RbMO/58W37VM3mI3XKECAAA0GmU1uILZmiISXAAA1KGoFpE68dYevgelxdr3H8VlPEadRxymuKSY0AdYDZGxEbrgjSE64/F+FRJ0Zd+WtXkLXS1/+Ht9esfSkMcIAADQ2FCDKzAkuAAAqCM5321XxhUf68fnflDrzrGKaxPtW+659Lev8fgyQ4lHJui0f50YxkgPzRijjsPS9mW1ZCvUE9O+Zq18+ift3VYQ4ggBAAAal7J7rWC2piji0IcAAIBAbVqyWW9dkCHrtb4C80aSlXr9oYtO/lNfrX4jU7uz8tWmRyt1GJoqx1P/P3OKaxurjsMP07r5m/xF86villjt+HGXYgfUzxFpAAAAaHxIcAEAUAcW3/mlbIkrW1aOqjQf9MNzP+vYy7vrqIs7hy22mjjtoX56/bwPtG3ljir2lg2Ll/Zu3StrrUxT/QgRAACghoKtp0UNLgAAUCsKdhRq69fb9yW3yjEeo8wPNoY+qFoS1zZWv1t0pka9dKpiEqP9dxLGWEVEuIqIsPJ4rD64fIHeueB9Fe9mZUUAAIBgUIMrMCS4AACoZU7EQUYtWSsnomH/+jWOUcdhh+mC985Qi8OaSbLyeCpn87IWb9bn9y4LfYAAAACNADW4AtOw77ABAKiHolpE6bBTUvxF5MuzVup0ZnoYoqp9LbvE65KvztWxV3Sr8mbKulY/vrBa3iJveAIEAABowMqmKAazNUUkuAAAqAMD/9xXUS0iZRxf1qcs2XXiHccpvkOLcIZWq5wIR3FJMTIHGLXmLfAyTREAAAB1jiLzAADUEm+hV7JWnpgIterWUhd9eo5Wzv5Rm5flKLZNjLpf3EVpJ6WEO8xal3RsomzJ/p8UWhlJsW1iFNksMhxhAQAANGjB1tNqqjW4SHABAFBDO1fv1NJ7PtfGjzZIVopuHa2SPSWKiItQ5wu6aNgTAxXdMjrcYdaZ9KGHqXX3Vtrx005Zr5WRr+C8YyTvzny9dMKLOuGuvjr8N13DHSoAAECDYRwr4wSR4FLTTHAxRREAgBrYs2mP3j3nLW1auFFl9xKF2wvlLfSqcEehfnj6e713wTsq2VsS3kDrkONxdObLw9VxRHsZR4osTW6VKdxWoE+uX6j18zPDFyQAAEADQ5H5wJDgAgCgBn54eqWKdxfLeqv+pMx6rXb+sENr3vw1xJGFVmybWA17aoiOv+Ho/YrrW0lWxkgfjZunjyZkKHfNrnCFCQAAgEaKBBcAADWw+fPNB0xulTEeo+xPNoUoovDavTZP/qFsVQyP35CRqXfPflP5m/NDGhcAAEBDY4JcQbGp1uAiwQUAQA1Et47Zb8RSFYwU0UQKrTc7rLnMfuPiyz+0XquiXUX68ZnvQxwZAABAw1JWZD6YrSkiwQUAQA10vajrIUdw2RKrzucdHqKIwqvr77r5vilNalVVA8K6VpuXZIcuKAAAgAaIBFdgSHABAFAD6ad3UPcJR/selP+taiQT4cvuHH3VMUo+MSX0wYVBQpeWOmXmEEXE+hZqtlXcXxmPUXSrxruqJAAAQG0gwRWYiHAHAABAQ2aMUd+7+6nLhV2V+f462WIrT6xHu9fnKSI2Qh3P7qy2fZLDHWZIdTyrkw4b0k7L7vtCPz27ar+9VtZr1W5oelhiAwAAQONEggsAgFrQ+uhEtT46Mdxh1BuRzSLV977+Kskv1q+v/CwTYWTkymO8MkZadscCrXv1B/X9y2DFd24Z7nABAADqnbKi8cGc1xQxRREAgCC4Ja5+eWGlPvztq3p/xAtacd8nyt+UF+6w6hXH4+ikGYM04o1Raj+snSIcb4WaXNtWbNaHv3tTxbuLwhckAABAPcUUxcAwggsAgABZ1+qz697XxnlrfMXUrZT3606tfe1HDX3lN2reMSHcIdYbxhi16Z2s/I27/O9VGeu1KsjJ17o3VqvL748OW4wAAAD1kTGSCWJYUhPNbzGCCwCAQG3+ZL0vuSX5EzbWa1Wyu0jfzfg8fIHVY7t+2lEhuVXGeBzt/GFb6AMCAABAo0KCCwCAAG36cK1MROVfodZrtWn+2tAH1ADEtomreodrFZvSPLTBAAAANAChnqI4c+ZMderUSTExMerdu7cWLVp00OMLCwt1xx13qEOHDoqOjtbhhx+up556Kqjnrg1MUQQAIEDG2W+uXYWdIQ2lweg6poe+eeDzim+bkYzHqNP53cIWFwAAQH0VbLIqmHPmzJmjG264QTNnztRJJ52kxx9/XCNGjND333+v9u3bV3nOhRdeqM2bN2vWrFnq0qWLtmzZopKSkoCfu7YwggsAgAAdNqyzbEnlGwfjMWp3xuFhiKj+O/LynupYLpFljFVktKv4w6K0/K4PtOmDX8MYHQAAQP3jmH0rKQa2Bf5cDz74oMaPH68JEyaoe/fumjFjhtLT0/Xoo49Wefx7772nhQsXau7cuRo6dKg6duyovn37asCAATV81cELKsE1e/Zs5efn13YsAAA0CG36panD+Uf4HpTeQRjHKDoxVj1u7BvGyOovJ8JRv7+dqpHzL1L3K45RdKxXHsfV3qw8bV28Xp9f845WPUz9MgAAgDI1naKYm5tbYSssLKzyeYqKirRs2TINHz68Qvvw4cO1ePHiKs9588031adPH/31r3/VYYcdpm7duunmm2/W3r17a/dNCEBQCa4pU6YoJSVF48ePP+CLBQCgsTLG6IQ/n6p+/xym1EHtldQnVd2v6aPhb41WXFqLcIdXr7XolKCti9bIulbW67v5sq4rI6sfZ36uNS98LbfIG+YoAQAAGr709HQlJCT4t+nTp1d5XE5Ojrxer5KTkyu0JycnKzs7u8pzfv31V33yySf67rvv9Nprr2nGjBl6+eWXdfXVV9f666iuoBJcGzZs0HPPPacdO3ZoyJAhOvLII/WXv/zlgC/8YBp6ETMAQNNkHKP0M7vq5H+fqSEvnqejrztB0Ymx4Q6r3tu7KU95v5ZfUbF0KL1jZWT17X0L9MGI2dq9bkc4wwQAAAi7mo7gWr9+vXbt2uXfpkyZcojnqzi30Vpbqa2M67oyxuj5559X3759NXLkSD344IOaPXt22EZxBZXg8ng8Ovvss/Xqq69q/fr1uuKKK/T888+rffv2Ovvss/XGG2/Idd1DXqesiNkdd9yh5cuXa+DAgRoxYoQyMzMPeM6FF16oDz74QLNmzdKPP/6oF154QUceeWQwLwMAAIRahZskX3Jr/10FW/do6eR3ZW1wKwABAAA0BjVNcMXHx1fYoqOjq3yepKQkeTyeSoOWtmzZUmlUV5nU1FQddthhSkhI8Ld1795d1lpt2LChlt6BwNR4FcW2bdvqpJNO0o8//qiffvpJ3377rcaNG6eWLVvq6aef1uDBgw94bvkiZpI0Y8YMvf/++3r00UerHDpXVsTs119/VevWrSVJHTt2PGh8hYWFFeaZ5ubmSpKKi4tVXFwc4KvFgZS9l7ynqC76DIIRzn7jLSpR8c4COZEebV2yToU5exR/RFslntCudFVFVEdEUrRa9EhU3i87JNf1f9RWPpVlJe1ak6MdP2xWiy6JNX5Oft4gGPQbBIN+g2DQb2pHY3z/jGNlnCBWUQzwQ8KoqCj17t1bGRkZOu+88/ztGRkZOuecc6o856STTtJLL72k3bt3q3nz5pKkn376SY7jqF27dgHHXBuMDfLj0c2bN+vZZ5/V008/rV9//VXnnnuuxo8fr6FDh2rv3r2688479fLLL2vdunVVnl9UVKS4uDi99NJLFd7A66+/XitWrNDChQsrnTNp0iT99NNP6tOnj5599lk1a9ZMZ599tu69917FxlY9LWTatGm6++67K7X/97//VVxcXDAvHQAAAAAA1CP5+fm6+OKLtWvXLsXHx4c7nBrJzc1VQkKC/nf0nxTniQn4/HxvgS5ceUdA78WcOXN06aWX6rHHHlP//v31xBNP6N///rdWrlypDh06aMqUKdq4caOeeeYZSdLu3bvVvXt39evXT3fffbdycnI0YcIEDRo0SP/+978Djrk2BDWCa9SoUXr//ffVrVs3XX755RozZox/RJUkxcbG6qabbtI//vGPA16jJkXMYmJi9NprryknJ0eTJk3S9u3bD1iHa8qUKZo8ebL/cW5urtLT0zV8+PAG3+nrk+LiYmVkZGjYsGGKjIwMdzhoAOgzCEY4+s33DyzU+te/lXVVbpjRvhFbxmOUPOhw9frT6SGJp7HYk7lLq2d/pU3v/FDlfhPh6LR3xiqqZeA3dfvj5w2CQb9BMOg3CAb9pnaUzdZqTMpPNwz0vECNHj1a27Zt0z333KOsrCz16NFDc+fOVYcOHSRJWVlZFcpJNW/eXBkZGbr22mvVp08fJSYm6sILL9R9990X8HPXlqASXG3bttXChQvVv3//Ax6TmpqqNWvWHPJawRYxK5vn+eCDD+o3v/mNHnnkkSpHcUVHR1c5zzQyMpIfHnWA9xWBos8gGKHqNwU5e7Thf9/KuNaX3LJlv58qTqjb8v7P0p1DFRlf82RMU9Hy8CSdcO9wrXAcZb6ysuJbKqnz6GPUrE3trkjJzxsEg36DYNBvEAz6Tc00xvculAkuyTdrbtKkSVXumz17dqW2I488UhkZGUE9V10Iqsj8oEGDdPzxx1dqLyoq8g9XM8b4M31VaSxFzAAAjVfeT1sld//qUJVZ16poV0Fogmpkjr1ziLpefoIimkVJkiKbRyixV6KKc3bq19mfq2hneFbhAQAACLtgC8wHmeBq6IJKcF122WXatWtXpfa8vDxddtll1bpG+SJm5WVkZGjAgAFVnnPSSSdp06ZN2r17t78t3EXMAACNV3Ris/1aqh5hHNkyRrEptTvaqKlwIj3qfv0AnfHpFTr6pn4yxfna/VO2Nn/4k356aJE+uWCW9qzbHu4wAQAAQq6mqyg2NUEluA40jXDDhg0VRlcdyuTJk/Xkk0/qqaee0qpVq3TjjTcqMzNTEydOlOSrnzVmzBj/8RdffLESExN12WWX6fvvv9fHH3+sW265RX/4wx8OWGQeAIBgteiWpPgj2sh4yk9NrHzD0PWKE+VEekIaW2NTtCNfq2cukiRZb9mUUKvi3AJ9/5cPwhscAAAA6r2AanAdd9xxMsbIGKPTTjtNERH7Tvd6vVqzZo3OOOOMal+vMRQxAwA0XsYYHf/AWfr8ile0NytX8hjZkn0JrqjWsep6xYnqeHGv8AXZSGz+cLVUxcLO1mu17bO1Ks4rUGQLapwBAICmwzFWThCjsYI5pzEIKMF17rnnSpJWrFih008/Xc2bN/fvi4qKUseOHXXBBRcEFEBDL2IGAGjcmrVvpcFvXaYtH/+qPet2KK59SyX1bS9vQYmiWsfJiQhqMDT24xaWSMZUmeSSJLfIG+KIAAAAwssY3xbMeU1RQAmuqVOnSpI6duyo0aNHKyaGT1IBAI2fE+lRymldK7RFxocpmEYqsV8H6Z9VJLeM1LxzoqJax4U+KAAAgDAK9SqKDV1QHzuPHTuW5BYAAKg18UckK+2so30PSj91NB7fx5ZHTh5SZe1PAACAxswYK+MEsTXRBFe1R3C1bt1aP/30k5KSktSqVauD3mhu385qRwAAIDDHTD1DCUelaP0rX6swZ4/iuyWpReeWyv0mU55oRy2Pa0+iCwAAAFWqdoLrH//4h1q0aOH/nhtMAEBjZr2utn32i3b/kKXI1s3U9rSjFBnPir11yXgcdbjoeHW46Hitn/OFfv7nfO3+zre4zbrZn6p1v8465i+/kRMVUIUFAACABokpioGp9h3i2LFj/d+PGzeuLmIBAKBeKNqZr6+vf157Vm+R8Tiyrqtf/jVfPf78W7U+sXO4w2v08n7arJ9nzPc9sFZWvpu07Z//qjVPfqzDJ50axugAAABCgwRXYKqd4MrNza32RePjqbwLAGi4Vj/4vvb8slWSbySXJLlFJfrujy9rwJvXK6JZdDjDa/Sy537jSyyWvveSLb3BkzY8v1i7vlqrLjedofjuaWGNEwAAoC6R4ApMtRNcLVu2POS0RGutjDHyelnKGwDQMJXsKdTWD1dJ7n43BlZy9xZr64IflHpmz/AE10SU5BbI2rL3v/KNXd6PWfr66mfU55krFNuudegDBAAAQL1T7QTXRx99VJdxAABQL5TsKayc3CrjGBXvzA9tQE1QfI/DlP3ut5L2fQJZ4TM218ot8WrjS1+qy42nhyFCAACAuscIrsBUO8E1aNCguowDAIB6ITqxuaJaN1PR9j2Vd7pW8UcfFvqgmpjkM3oo87klKtySK7n7JbfKeK12fbch5LEBAACECgmuwFQ7wfXNN9+oR48echxH33zzzUGPPfbYY2scGAAA4WA8jjpOOEU//fXdijsco4Rj05XQMz08gTUhEXFROv7xMfr5Xx9o64ffydoqklyOUXRSi7DEBwAAEAokuAJT7QRXr169lJ2drbZt26pXr14yxpSrj7EPNbgAAA1d2rnHy0Q4WvvkIhVuyZUT5VHKmT3VedKph6xHidoR3aaFjr73XG0ZcoRW/d8rlQ9wrVLPOS70gQEAAISIMcElq5rq7Wq1E1xr1qxRmzZt/N8DANCYpZ7VSykje6okb688sVFyoqr9KxO1qM2QI7X70gFa/+zifXdr1qrDZQOVOKBreIMDAABAvVHtu/UOHTpU+T0AAI2VcYwiE+LCHUaTZoxR54mnKvWsXtr26Wq5Ja6MW6S9a7folwfeUNJpxyi+VydG1gEAgEbHOFbGCWIEVxDnNAZBfxz9448/6qGHHtKqVatkjNGRRx6pa6+9VkcccURtxgcAAKDYdq2VPOIYrbxulvZmbpUcIxmjLXOXKfW3A9TxqjPCHSIAAECtasw1uD7//HO9+eabKi4u1tChQzV8+PAaX9MJ5qSXX35ZPXr00LJly9SzZ08de+yx+uqrr9SjRw+99NJLNQ4KAABgfxv+85H2bsjxPXCt5HUlSVkvLVbeyswwRgYAAFD7yhJcwWz12WuvvaaTTjpJ//znP/XEE09oxIgRmjFjRo2vG1SC69Zbb9WUKVO0ZMkSPfjgg3rwwQe1ePFi/fGPf9Rtt91W46AAAAD2lzP/G19ia38eRzkffRf6gAAAABCw+++/X+PGjdPOnTu1c+dO3X333brvvvtqfN2gElzZ2dkaM2ZMpfZLLrlE2dnZNQ4KAIBQK961R7tW/Kqf7npWS0dN01e/vV+Zj7+rkj0F4Q4NpdyikgPvKywOYSQAAAB1r7GO4Prxxx916623KiLCVzXrlltu0c6dO5WTk1Oj6wZVg2vw4MFatGiRunTpUqH9k08+0cCBA2sUEAAAobT7h/XKfORt7f5hQ4V2t6BY2a9+qtwVv+qof10pJ5JVFMMt4YQu2rH4h8qjuLyuWvY+PDxBAQAA1JVgk1X1PMG1e/dutWzZ0v84OjpasbGxys3NVVJSUtDXrfbd+ptvvun//uyzz9Ztt92mZcuWqV+/fpKkzz77TC+99JLuvvvuoIMBACCUCjbk6MdbZsktPsDIINcq/+dN2v7xd0o6rVdIY0Nl6eNO1a6lP/tGcpUluRyjFt3bqdXJ3cMbHAAAQC0zvjV1gjqvvnv//feVkJDgf+y6rj744AN9992+shNnn312QNesdoLr3HPPrdQ2c+ZMzZw5s0Lb1VdfrYkTJwYUBAAA4bD5tcVyS7xV13Uq43GUu+JXElz1QLPOyTpm5pXa8OwC7Vr2qzyxUUoa3lMpo05QA7iPAwAACEhjXkVx7NixldquvPJK//fGGHm93oCuWe0El+u6AV0YAID6bvf3mf6V+A7GExMVgmhQHXEd26rb/10oScqZt0xZz83X1jnzZaIjlXR6Hx32hzP49wIAAKjH6iq/FFSReQAAGoPI1i0k5xBjf7yuEk/tGZqAUG1b3/1C6x58WUVbdkqSbGGxtr79mX6Z9oysrf+fWgIAABxKYy0yX1eCrpi7Z88eLVy4UJmZmSoqKqqw77rrrqtxYAAA1LU2Z56gXV/+VPVOx0iuVdrFg9W8e3poA8NBWa+rTc9k7N8qWVe7v1mtDY+/qdTfDVVEQrOwxAcAAFArjJWcxldkvsy2bduUmJgoSVq/fr3+/e9/a+/evRo1apROOeWUgK8XVIJr+fLlGjlypPLz87Vnzx61bt1aOTk5iouLU9u2bUlwAQAahJb9uyv1d4OU9cJCGcf4Rv5YKa5zipof20lJp/YkuVUPFW/LVcmO3eVarIxn31D3nLc/1fYPlqrLfZer2RHtQx8gAABALWisNbi+/fZbjRo1SuvXr1fXrl314osv6owzztCePXvkOI7+8Y9/6OWXX66yFvzBBDVF8cYbb9SoUaO0fft2xcbG6rPPPtO6devUu3dvPfDAA8FcEgCAkDPGqN1lw3XM7MlKv2KE2l85Usf+Z7J6PH6tOl59FsmtesrTLKbc8kD7klvlVxpyC4q05s/PyVJDFAAAoF659dZbdcwxx2jhwoUaPHiwzjrrLI0cOVK7du3Sjh07dOWVV+rPf/5zwNcNagTXihUr9Pjjj8vj8cjj8aiwsFCdO3fWX//6V40dO1bnn39+MJcFACAsYtISlXLBSeEOA9XkaRajlicdrZ2Lv5dcb9VLYVur4q07tefHTEV3OSzkMQIAANRUYx3B9eWXX+rDDz/Uscceq169eumJJ57QpEmT5Di+MVjXXnut+vXrF/B1gxrBFRkZKVN6N5mcnKzMzExJUkJCgv97AACAutL+mnMUk54kHWKNADe/MDQBAQAA1LLGWmR++/btSklJkSQ1b95czZo1U+vWrf37W7Vqpby8vICvG9QIruOOO05Lly5Vt27dNGTIEN11113KycnRs88+q2OOOSaYSwIAAFRbZMvmOmrmddq+4Gtl/nOO5Fa+kTMRHsV1baf6fYsHAABQtcY6gkuSf9DUgR4HI6gE1/333+/Ppt17770aO3asrrrqKnXp0kVPP/10jYMCAAA4FOPxKPG041WUnaPsF+ZX2p/8m8GKiG+m4uLiMEQHAABQM405wTVu3DhFR0dLkgoKCjRx4kQ1a+ZbAbuwMLgR+EEluPr06eP/vk2bNpo7d25QTw4AAFBTKRcPU2TreG1+daGKsrcrKrmVks8fpMQRgdduAAAAQN0aM2ZMhRFbl1xySZXHBCqoBFeZLVu26Mcff5QxRkcccYTatGlTk8sBABAS1lrlr/xFuxYtk1tYpGY9uiph4PFyoqPCHRqCYIxR0oh+ShrRT9Za7fzoS+14/1Nte32eYru2V6uzB4c7RAAAgIA11hFcs2fPrpPrBpXgys3N1dVXX60XX3xRXq9XkuTxeDR69Gg98sgjSkhIqNUgAQCoLdZaZf/nDW1/a6HkcSRrtWvRV9r2zkJ1uvdaeZrHhTtE1ED2U69p+9xFkjGStcrbkatdy1dJo1klEwAANCzG8W3BnFefnX/++Yc8xhijV155JaDrBvWyJ0yYoM8//1xvv/22du7cqV27duntt9/W0qVLdfnllwdzSQAAQiL/hzW+5JYkeV1/cfLCDZu19aV5YYwMNVW4aYsvuSVJtvSTS9f1f29t/f40EwAAoLzGuopiQkLCIbf4+PiArxvUCK533nlH77//vk4++WR/2+mnn65///vfOuOMM4K5JAAAIZH7yXLfyC2vW3GHa7Xz42VKuezcsMSFmtu9/Af/yK0KSh+X7MhVVHJSGCIDAABAmbpanDCoBFdiYmKV0xATEhLUqlWrGgcFAEBdcYsOvKKePcg+1H8mwiPpwJ9YGo8ndMEAAADUUGOtwVVXgpqieOedd2ry5MnKysryt2VnZ+uWW27R//3f/9VacAAA1Lbmx3arPHpLkhxHzXodEfqAUGta9O3hG8G1P8fXFpHQPMQRAQAA1ICxwW9NULVHcB133HEVlnFcvXq1OnTooPbt20uSMjMzFR0dra1bt+rKK6+s/UgBAKgFLfodq9gu7bX31/X++ltyHJnICLUdzTT7hiyyVYJSLjtX2bNekxzHV3/LMTLR0eEODQAAIGDGBDcaq6rP+5qCaie4zj333DoMAwCA0HAiI9Rh2iTlvPaBdi78UragSM2O7aY2F56umPSUcIeHGkoceYpiu7TXjvmfqWR7rmIPT1fs8Ufolx++lS3xSpGR4Q4RAACgWpiiGJhqJ7imTp1al3EAABAynthoJV88UskXjwx3KKgDcd06Kq5bRxVtytbmx5/T9vfelc4/TetuuVdtf3uWEgb1D3eIAAAAqGVBFZkvs2zZMq1atUrGGB111FE67rjjaisuAACAoHn35GvDvf+Qd3e+vwaXNy9PW554Tp64WDU/oVd4AwQAADgERnAFJqgE15YtW3TRRRdpwYIFatmypay12rVrl4YMGaIXX3xRbdq0qe04AQAAqi3vky/kzdvtW1TRKVs90UrG1eZ/Pyu3YK9a9D9BJqJGn/UBAADUGRJcgQlqFcVrr71Wubm5WrlypbZv364dO3bou+++U25urq677rrajhEAACAghZkbfYXmJfmyXJJxfF/dvfna8sQz2vjnf8otKg5ThAAAAAdnnOC3piiol/3ee+/p0UcfVffu3f1tRx11lB555BG9++67tRYcAABAMCJatyzLa1VgjFS2sFDBT78o96NFoQwLAACg+owNfmuCgkpwua6ryCpWIYqMjJTrujUOCgAAoCbiT+m3L5N1oJs8a5X32dKQxQQAAIC6E1SC69RTT9X111+vTZs2+ds2btyoG2+8UaeddlqtBQcAQG3a++NP2vrvp5X1txna/srrKtmxI9whoY5EtklU6nUTZKKjDn5gSUloAgIAAAiY9dfhCmSrchh7ExBUZdWHH35Y55xzjjp27Kj09HQZY5SZmaljjjlGzz33XG3HCABA0GxJifK//kZ5H3+ivV9/56vL5LoqWPWDcud/pLQ/3qKo9HbhDhN1oHmfnuo8c7o2zfpv1QcYo7jjjg1tUAAAANVEkfnABJXgSk9P11dffaWMjAz98MMPstbqqKOO0tChQ2s7PgAAglacna2sB/4h77btki2dr1Y2ld51ZQsLlfPsf5X2x1vDFyTqlBMTo6RLfiMt+Ki06Ly3dIejiNat1HLY4HCGBwAAcEAkuAITcIKrpKREMTExWrFihYYNG6Zhw4bVRVwAANSItVabH35U3p07y1q0ryhTKddV4U8/y7t7tzzNm4c4QoSKJy5WkpQwfIgKvvhKslbN+hynhEH9ZTxNdJkhAACARibgBFdERIQ6dOggr9dbF/EAAFAritauVXG5WpEH5WWBlKYg8fyzFDn6POV/8412/O9/yvrQt/JzTI8eav373yuyTZswRwgAALAPI7gCE9THlnfeeaemTJmi7du31ziAmTNnqlOnToqJiVHv3r21aFH1luv+9NNPFRERoV69etU4BgBA4+Pdlbtfi6l8kDGKSm8nJ75FSGJC+BX8+KO2PvSQSjZv3tf2/ffa/Oc/y83PD2NkAAAA+3Fs8FsTFFSC61//+pcWLVqktLQ0HXHEETr++OMrbNU1Z84c3XDDDbrjjju0fPlyDRw4UCNGjFBmZuZBz9u1a5fGjBnDio0AgAOKap8umdKklpH2rSZT+tVxJMdR64tHy5gqkl9olHa9/bavX9hyN36uK++uXdq9eHH4AgMAANhPMCsoBjvqS2r4A5CCKjJ/7rnnyhgja2uWFXzwwQc1fvx4TZgwQZI0Y8YMvf/++3r00Uc1ffr0A5535ZVX6uKLL5bH49Hrr79eoxgAAI1TROvWaj6gv3YvXuJLZpQluayRiYlWXM9jlTDydEV3aB/uUBFChWvW7FtooDzHUdHatSGPBwAA4ECM2fd5baDnBapsANLMmTN10kkn6fHHH9eIESP0/fffq337A98vlx+AtLncCPlwCCjBlZ+fr1tuuUWvv/66iouLddppp+mhhx5SUlJSwE9cVFSkZcuW6fbbb6/QPnz4cC0+yCeoTz/9tH755Rc999xzuu+++w75PIWFhSosLPQ/zs31TVkpLi5WcXFxwHGjamXvJe8pqos+g2AE2m8SLr5IbvPm2r3oY9miEpmoSLUYPFgtzxwhExER0LXQcFXoNy1bypuTU/kgx5HbogX9AX78nkIw6DcIBv2mdvD+1UxjGIAUUIJr6tSpmj17tn7/+98rNjZW//3vf3XVVVfppZdeCviJc3Jy5PV6lZycXKE9OTlZ2dnZVZ6zevVq3X777Vq0aJEiIqoX+vTp03X33XdXap83b57i4uICjhsHl5GREe4Q0MDQZxCMgPpNTJQ0bGjFtnnzajcgNAgZGRnSCScc/KC5c0MTDBoMfk8hGPQbBIN+UzP5jbCWZk2LzJcN8CkTHR2t6OjoSseHagBSXQsowfXqq69q1qxZuuiiiyRJv//973XSSSfJ6/XK4/EEFcD+dU+stVXWQvF6vbr44ot19913q1u3btW+/pQpUzR58mT/49zcXKWnp2v48OGKj48PKmZUVlxcrIyMDA0bNkyRkZHhDgcNAH0GwaDfIBjl+02E42jbM89o71dflavRZtRq9Gg1HzAgvIGiXuHnDYJBv0Ew6De1Y/9kTmNQ0wRXenp6hfapU6dq2rRplY4P1QCkuhZQFOvXr9fAgQP9j/v27auIiAht2rSp0ht3KElJSfJ4PJXerC1btlR6UyUpLy9PS5cu1fLly3XNNddIklzXlbVWERERmjdvnk499dRK5x0oQxkZGckPjzrA+4pA0WcQDPoNglHWb1KvuEKFa9eqYNUqGceRVCRv5k/auzNbsSeerMiUw8IdKuoRft4gGPQbBIN+UzON8r0z1rcFc558OZzyA3uqyo1UOK2OByDVtYASXF6vV1FRURUvEBGhkpKSgJ84KipKvXv3VkZGhs477zx/e0ZGhs4555xKx8fHx+vbb7+t0DZz5kx9+OGHevnll9WpU6eAYwAAAE1TdMeO8sQ3V86D98ndud23qqak3fPnquXFf1Bc/0FhjhAAAKBm4uPjqzVzLVQDkOpaQAkua63GjRtXIetXUFCgiRMnqlmzZv62V199tVrXmzx5si699FL16dNH/fv31xNPPKHMzExNnDhRkm964caNG/XMM8/IcRz16NGjwvlt27ZVTExMpXYAAIBD2fW/Z+Xm7vQ98K+saLXzhVmKSE1TVMeu4QoNAABAxrEyThBTFAM8p7EMQAoowTV27NhKbZdccknQTz569Ght27ZN99xzj7KystSjRw/NnTtXHTp0kCRlZWUpMzMz6OsDAABUxd27V4UrV0i27AbQdwPpG4Vvtf0fdyvqyGPUcswkOc1ahC9QAADQZNW0BlcgGsMApIASXE8//XStBzBp0iRNmjSpyn2zZ88+6LnTpk2rskAaAADeXTtUsmm9nISWikhNr7J+AJouW1JcLrlV9SedRT+t1M7ZD6v11VNCGRoAAICk0Ca4GsMApPpR6h4AgFpiS0qU+9LT2vvFQn8CIyK9k1qOu14RiW3CHB3qC6d5C3napsq7JUuSr59UyoG6rop+WqnirA2KTG0X8hgBAEATZ0q3YM4LQkMfgOSE9dkBAKhleW+9WCG5JUklG9dpx6PTZf11ltDUGWOUcN5FvqyWMZWTW+X4kmAAAACoz0hwAQAaDbewQPmfzq+Q3PLtcOXN2ayiH74JT2Col2KOOU6J19yqyPadD3qcp01KiCICAADYp2yKYjBbU0SCCwDQaLi5O6WS4qp3GqOSrdlV70OTFX3E0WpzyzRFH32c5Ox3W+Q4iux8hCLT0sMTHAAAaNKM2beSYkBbEy09S4ILANBoOPEtpYjIqndaK09SckjjQcORcMlERXU7ukJbRMeuir94guz+IwIBAABCwdjgtyaIIvMAgEbDiY5R3IDTlL/o/YrTFB1HnlZJiu7eM3zBoV5z4pqp9VW3qWTzJhVvylTxD8tUtPJz7frbDXISEhU39AJF9z2V1TgBAADqKUZwAQAalRZnX6SYPidXWBIvIqWdWl01RWb/KWjAfiKS01S0fKGKViySigolSe6ubdr9yhMqWPxemKMDAABNCTW4AsMILgBAo2IiItXy9xPlHflbFW/KlCe+pSLadWTkDaqlZMOvKv7hqyr35We8rJgTh8lEcPsEAADqXrDJKhJcAAA0Ip5WifK0Sgx3GGhgijNXH3Cfzd8td8cWedqkhTAiAADQZAVbT4sEFwAAQNPmxLU46H4T2zxEkQAAgKbOOL4tmPOaoib6sgEAACqLOqq3TEycKq2v7TiKPPI4Oc3jwxMYAAAADooEFwAAQCkTFa0WY26SIqIkGcnxSJI8rdqq2VmXytqmOeQfAACEHkXmA8MURQAAgHKiuvRQ6ztmqvDrxfLmZMnNXi13ww/a/dC1ctqmK3b4pYo8ok+4wwQAAI0dNbgCwgguAECj4e7eqeIfvlDxmm9lvd5wh4MGzIlrrpg+g+X++qXc9T9IritJcrds0J7n7lfx6uVhjhAAADR2jOAKDCO4AAANnrVWBfOfU+Hi1/2JCNO8lZpdeLMiOhwV3uDQYBWvXCI3Z1O5ln2fou75732K7HWqYgddKKdlm/AECAAAAD9GcAEAGixbuFeFn76uvH9OVOEnr/qTW5Jk9+zU7mfvkbt7Z/gCRINWsuEnfw0uX3Kr9FsjyXVVvOJD5T1xi9zc7WGKEAAANGqOlQlik9M0R3CR4AIANEi2IF+7Z92ugvn/kbtjs6T9fpFbK5UUqWjFR2GJDw2fiW3h60cVGst977qy+XkqXPxGSOMCAABNRFkNrmC2JogEFwCgQSr8cq7crZnlEhCm8kHGkbs9O6RxofGI6jVI/sRpFd1LkmRdFa/+KlQhAQCAJoQaXIEhwQUAaJCKv1+83+iaKn6RW1dO0mEhiwmNiycxVbHnXi2Z0tulAyS5TFR06IICAABNhjHBb00RCS4AQMNUKZ+1329y40hRsYrqNThEAaExij7+VMXf/Lgijz3lgMdEHTsohBEBAACgKiS4AAANUmT3fvt9PGVVPuvltEpW87F3y4mLD3lsaFyc+ETFnX+dIo8eUNrglI7qsopI7SBPSntZ1xvWGAEAQCNUVjA+mK0Jigh3AAAABCP6xDNV/N0iuTkbZEoTW9YaOYmpijvnOnnaHyHTVMdno9YZx6O439ykkp6DVbzqM7k5a6ScX6XtP6vghTtkmrVS9Nk3KaJTr3CHCgAAGolg62k11RpcJLgAAA2SiWmm5uP/osIv56pk1eeSYxTZfYCiTjhDJiom3OGhETKOo8gjTpBxC1Xw/fsV9tn8nSr4392Ku/IxOS2TwxQhAABoXIJdEZEEFwAADYqJiVPMwN9IA38T7lDQhBR9/ppvemz5RQ6slVyvile8p+jBY8MXHAAAaDQYwRUYanABAAAEwN2+ab8VPMtY2e1ZIY8HAAAAJLgAAAAC4rROO8D620amdWrI4wEAAI0UReYDQoILAAAgAFEnnld5BJcxkuNRZK8zwhMUAABodMqmKAazNUUkuAAAAAIQ0f1kRQ2dIEVE+RqMKxPlyoncq4L/XqOiT56WLS4Mb5AAAKDBMyb4rSkiwQUAaHBsSZG865bK+/Onsntzwx0OmqCovueq2fXPKWrwxXKivDLG6xvVtTdXJV+8qIJX75BbUhTuMAEAAJoMVlEEADQ4hc/8QRF7t/seOBGK6HuxIk68RKapflyF8IiKlfenBZLKVlS0kpFvOe+sr1X46HmK6HWuIgaMk/FEhjdWAADQ8ARbT4saXAAA1G9u7mbfNwW7yzWWqOSzZ+T94YPwBIWmq3CP7LZ1kkpvIo2VjN03LcBbpJJlL6ko48FwRQgAABowanAFhgQXAKDB8H6fUfrd/r+0jUq+eiXU4aCpi4iSjKf0gW/0VuVBhFbuD/Pl7soKcXAAAKDBKxsZHvAW7sDDgwQXAKDBsLnZB9ojSwIBIWYiouTpdrJkfLdTB5sh62b/GKKoAABAY2EcG/TWFJHgAgA0GKZVuwPscGRatw9tMICkqCETZRJSD3mciWtZ98EAAAA0YSS4AAANRsRRw3zfmP1+fVlXkX0uDH1AaPJMs9aKGfuYos64RYptpUpzAoyRmrWUSeoUlvgAAEADFtT0xNKtCSLBBQBoMEyzRN/XFm32NUbFKXLINfJ0OTlMUaGpMxFRijh6mKIv+qdMfFtfo+PIRJTIRBbLKc5R8X9+q+JPHpH1loQ3WAAA0GBQZD4wEeEOAACAQEX9/jFF7FgnW1Ikp20XmciYcIcEyElIVfTYp+X9ZbG8S2ZKe7bKvyCCWyz3m1fkNY4iTroqrHECAIAGwrG+LZjzmiBGcAEAGhxjHDnJ3eQ5rAfJLdQrxhMpJ76NtGeLKq/2aeX97nXZovxwhAYAANCokeACAACoRXb7rwfe6S2SzWXFTwAAcGjGBL81RUxRBAAAqEWmeduD7DT+WnIAAAAHFWzB+CZag4sRXAAAALXItOsttUituNqnsTIRrpyEVnJ/eV+2aHf4AgQAAA2DsfvqcAWykeACAKD+crd8p5LPZkiSvCtflC3YGdZ4gAMxjkeRZ/1ZapHie+zxyonySh5X2rtV7uePqOSVsXJ3bQhzpAAAoD5jFcXAkOACANRrtqRA3mVPyPvORNlf5kmS3OWzVfLaJbK71oc5OqBqTqv2ivr9s4oYMlkmwneT6SuH4UrGlfZulvfVi1Qy92q5W78PZ6gAAACNAgkuAEC9ZEsK5f18hkr+e4bcb/5T2ugt2ysV5sr7+YxwhQcckjGOlL9ZMp7SFluW5fJ/tVu+lffda2R3HKQwPQAAaJrKanAFszVBJLgAAPWS++l02VWvSN7iqg+wruzGL2SL80MbGBAIb1HltvIrG1lXcr3yfvvfkIUEAAAaBuPYoLemiAQXAKDesXkbZddkSHIPdaTkloQiJCAo5rC++0YeGlVMbpWxXtnNK0IYFQAAaBAYwRUQElwAgHrHbvtpv5aqsgJGSuwmEx0fipCAoJi03jLp/bVvTmKVR0nRLUMXFAAAQCNEggsAUO+Y2Nb7vjeSLytQtkkyjmQceU64JgzRAdVnjJHntD/J6XuVFJe8X67Wyni8MhElcnb/KO+SP8nm54QrVAAAUN84NdiaoCb6sgEA9VrbY6T4dr5EVgW+7IBJ7y/PWY/LST0+9LEBATKeSHmO+Z0iL3pFTs9xpY1GJsKVTGkS1y2Rfn1X7vtXyBbtDme4AACgnjDGBr01RWFPcM2cOVOdOnVSTEyMevfurUWLFh3w2FdffVXDhg1TmzZtFB8fr/79++v9998PYbQAgFAwxpHn1L9IsYm+x44jYySTkCpJijjlLjlJR4YzRCAonuMnKOK85+QkdZYxpnSEYinrlfZky/7ydtjiAwAA9Qg1uAIS1gTXnDlzdMMNN+iOO+7Q8uXLNXDgQI0YMUKZmZlVHv/xxx9r2LBhmjt3rpYtW6YhQ4Zo1KhRWr58eYgjBwDUNdOyozwXvCRn8H1yel8l57S/ynPmrHCHBdSYadlRKtyuqgtyWdkt3NcAAABJjg1+a4IiwvnkDz74oMaPH68JEyZIkmbMmKH3339fjz76qKZPn17p+BkzZlR4fP/99+uNN97QW2+9peOOOy4UIQMAQsh4ImU6Dtn3uLg4jNEAtSiymbR3/3pbVnIcSV5Za2VMVYsrAAAAoCphS3AVFRVp2bJluv322yu0Dx8+XIsXL67WNVzXVV5enlq3bn3AYwoLC1VYWOh/nJubK0kqLi5WMX8o1Zqy95L3FNVFn0Ew6DcIRn3sN26ns2S/flL+xRM8ru/TViNp8xLp/bFy+t4l06JDmCNtuupjv0H9R79BMOg3taMxvn/B1tNqqjW4wpbgysnJkdfrVXJycoX25ORkZWdnV+saf//737Vnzx5deOGFBzxm+vTpuvvuuyu1z5s3T3FxcYEFjUPKyMgIdwhoYOgzCAb9BsGoX/2mhdTixgPvLpS0aKWklaEKCAdQv/oNGgr6DYJBv6mZ/Pz8cIdQ+4KdbsgUxfDYf/h9dYfkv/DCC5o2bZreeOMNtW3b9oDHTZkyRZMnT/Y/zs3NVXp6uoYPH674+PjgA0cFxcXFysjI0LBhwxQZGRnucNAA0GdwILYoV1r/rmzuz1JsW5n0kTLNDpNEv0Fw6mu/sdaVzfpCduk0yVvgazRWxpGsVcUC9F1+J+eoieEIs8mqr/0G9Rv9BsGg39SOstlajUqwBeMZwRVaSUlJ8ng8lUZrbdmypdKorv3NmTNH48eP10svvaShQ4ce9Njo6GhFR0dXao+MjOSHRx3gfUWg6DMoz+aukV00QSraJZnSdVB+eVrmhOkyh+37eU+/QTDqY7+xab3lestuyEunKO6f3JKkn5+V6TZaJvbAH+qhbtTHfoP6j36DYNBvaob3ruZmzpypv/3tb8rKytLRRx+tGTNmaODAgVUe++qrr+rRRx/VihUrVFhYqKOPPlrTpk3T6aefHuKo9wnbKopRUVHq3bt3pWGYGRkZGjBgwAHPe+GFFzRu3Dj997//1ZlnnlnXYQIAQsguv1sqzpVkJest3azssqmyxbvDHR5Q+yJipKgE/0NjqkhuSZJcaeuykIUFAADCr+y+IJgtUHPmzNENN9ygO+64Q8uXL9fAgQM1YsQIZWZmVnn8xx9/rGHDhmnu3LlatmyZhgwZolGjRmn58vCtBh22BJckTZ48WU8++aSeeuoprVq1SjfeeKMyMzM1caJvCP6UKVM0ZswY//EvvPCCxowZo7///e/q16+fsrOzlZ2drV27doXrJQAAaonNz5a2fytZd/89vulb2YvCEhdQl4xxZLr9Tr6hW1WxkuNKHld2yyeyhdtDGR4AAAgnY/fV4QpkC2KK4oMPPqjx48drwoQJ6t69u2bMmKH09HQ9+uijVR4/Y8YM3XrrrTrhhBPUtWtX3X///erataveeuutmr7qoIU1wTV69GjNmDFD99xzj3r16qWPP/5Yc+fOVYcOvhWDsrKyKmQLH3/8cZWUlOjqq69Wamqqf7v++uvD9RIAALXFu/fg+0sOsR9ooMyR46TDz5fkyFpf/S3fDitFuPtuVDe9J/vBObI7V4UxWgAAEDJG++pwBbT5Ts/Nza2wFRYWVvk0RUVFWrZsmYYPH16hffjw4Vq8eHG1QnVdV3l5eWrdunVNXnGNhL3I/KRJkzRp0qQq982ePbvC4wULFtR9QACA8GiWLsUkSQU5Ve9v0ye08QAhYhyPPL1vl+1+mez6edKqxyVvoeTxlh5QdqQrleTLLr9LGvy/ai3KAwAAGrAarqKYnp5eoXnq1KmaNm1apcNzcnLk9Xor1UNPTk6uVDf9QP7+979rz549uvDCCwOPt5aEPcEFAIAkGSdCOvp62WX/J98A43JTFTueL9O8vVRcHK7wgDpn4pJljrhUtsNI2W//LmW9W8VRrpT3s7RnndS8Y6hDBAAADcj69esVHx/vf1zVAnzl7f/hmbW2Wh+ovfDCC5o2bZreeOMNtW0bvgVxSHABAOoN036kFNlc9qenpF2rpZgkmc6jpcMvCndoQMiYmEQp9WTZ/RNcplxdjcwXZbtcJVOuQD0AAGhkTHD1tMrOiY+Pr5DgOpCkpCR5PJ5Ko7W2bNlSaVTX/ubMmaPx48frpZde0tChQw96bF0jwQUAqFdM6ikyqaeEOwwgvBJ7q8JIRseVibD76nNl/lfa8IpsYn8p5TQpdYSMExWmYAEAQF0wjpUJYopioOdERUWpd+/eysjI0Hnnnedvz8jI0DnnnHPA81544QX94Q9/0AsvvKAzzzwz4DhrW1iLzAMAAKAyE5ssHX7JvscRvhvVCkt/u4XS1gXSt/8nfT5OtiQ/9IECAIC6Y2qwBWjy5Ml68skn9dRTT2nVqlW68cYblZmZqYkTJ0qSpkyZojFjxviPf+GFFzRmzBj9/e9/V79+/ZSdna3s7Gzt2rUr+NdbQyS4AAD1gt39q+yGl2Sz35P18oc6YI66QebYO6XYhH0jtw5k1/fS2mdCEhcAAAiRsiLzwWwBGj16tGbMmKF77rlHvXr10scff6y5c+eqQ4cOkqSsrCxlZmb6j3/88cdVUlKiq6++Wqmpqf7t+uuvr7WXHyimKAIAwsp6C6Tvp0nZ7+xr9DSTPfZvMkkDwxYXEG7GGKnjBVLRJmnNU5L1HuBIK8krbXxd6jIxhBECAIDGZNKkSZo0aVKV+2bPnl3h8YIFC+o+oAAxggsAEBZ294+yKyZKH/WpmNySJG++9PUNsoVbwxMcUJ+0OenAyS1jJY+VIqxUvEH2i4tkc1eFNj4AAFA3yorMB7M1QSS4AAAhZ/PXScsukbYv9g0+qXyE5JZIWW+FOjSg/ml5nJQ8VJULalQxBSH3e2nZONmCrFBFBwAA6koIpyg2BiS4AAChl/mUr0C29eqAVTCNIxVsDmlYQH1kjJF6/lU68hap2eGS8fh2lN28VvhPyJW8e6UNc0IdJgAAqG2M4AoINbgAAKG34wtfcstI+4Zw7ZfosiVSiyNCHBhQPxknQup4idTxEtniXOnXp6T1T0sqP3WxdLqicaWs5+XGJEmJA2WikmQ8zcIVOgAAQEiQ4AIAhF5EvHwJrdJPmOz+A4o9UnSilHJGGIID6jcTGS8dcYNs7lJp1zeSXEmldbgkWSPJ3SP9er+0RrImQrbtOTKH306iCwCAhsRRcPPumuhcvSb6sgEAYZV2vvwjtxz5RpyUL8bV6jipz2wZT1wYggMaiHaj5UtuyTdyS9o3ENKU+96WSJtfk/3+hpCGBwAAaogpigEhwQUACL3UC6Q2p/u+NxGSx+OrJ5R6lnRyhkyfp2Xi0sMbI1DfpZwltR8r30hISaY0TVw+ueXnlXZ+Infn4hAHCQAAgmWMlXGC2JpogospigCAkDNOhGyPv0s7L5a2LfQludoMlYk/OtyhAQ2GMUbqdovsYb+Vlp4l/2iuCsktW7EY/ffj5bY5R6bzNBlPTEjjBQAAAQp2NBYJLgAA6p61Xmn3N75VFOOPlWnVJ9whAQ2aadZRts1waWuGJK9vGFdZkqvSSotW2vqmrIxM1+khjxUAAKCukOACAISM3fWZ7C+3SsVbfA1OnJR+k0zK78MbGNDQdb5J2rVUpmi7rNzSJJetYqqilRyvtO01ufE9pFZDZWSlyGTfiDAAAFB/UGQ+IE30ZQMAQs0WbJD98QqpeOu+Rjdfdt29sjs+DF9gQCNgYg6T+rwhdbxGiu8jRbSonNwy1vfRpiPfyK7Me6SvT5H9epDst6fL7lwQ+sABAMCBUWQ+ICS4AAAhYbfMkaxXFVZLlCQ5slmzwhES0KiYyFYyHSbK6fWMTP8lUuc/lttrJU/Zgaqc/CrMlF19lWze0tAECwAADs2xwW9NEAkuAEBoFKyVvwh2Ba60d02IgwEaN2McmdRLpLjukjz77viqmIVoZWWNK+t45f5yldytz8m6haEMFwAAoMZIcAEAQiOmvar+teNIMR1CHQ3Q6BljZLrPlOK6HfAYK+v7z7Is8eXukl1/r9zV40hyAQAQbqYGWxNEggsAEBKm7YWSqeo3riuTOi4MEQGNn4lOlen5qtTxrqpvdk25r/7vrZS/TO6vl8vd/prcbS/J5i6UtSWhCRoAAPgwRTEgrKIIAAgJE9NB6jZT9pfbpJIdpY1RMuk3yLQ+PbzBAY2YMUZKvlh25zwp7wtVmCq8f9Kr/Eefez6T3fOZpNLKeZGpcjo9IRN7RN0GDAAAJEnW8W3BnNcUkeACANQpa13ZnW/Kbn9J8m6XST5NiukjE9FKan68TESLcIcINHrGGKnrY7KbHpa2viR5d5XbeYCv5VhZqSRL3l9Gy2l3r0z86TJOVF2HDQBA0xbsiohNdBVFElwAgDph9yyTu/152bzFMt7t8v3VbGUL10rmLZnD/0tyCwgh44mVSb9FSr9F1lqpZJvs2j9KeQsl2QPW7NhXp8tKdo/cDZOlyDR5Oj4jE039PAAAUD+Q4AIA1Dp3+//kbrpDso6Myj5BKvvqlWyh3Ky/yNP5mXCFCDRpxhgpMklOp7/J/fG3UuE67ftvdB9/cst/YunXkk3y/nKW1PxkGeORZGSaD5BJOFfGiQ3BKwAAoAkItp5WE63B1URnZgIA6or15snNuqf0kev7A7kS11ffx90bytAA7MdEJMg54mWZ1Bskp9kBDlLF6Yv+u8cCafd82bz3ZfPel5t1l7y/nCV373e+EWIAAKBmWEUxICS4AAC1yu7+VLKF1TiyCf/2BeoRExEvJ/UqOV1mSyZSkucgB+/31a90iqM3U+668+Rdc4Zs/ud1ES4AAE2HU4OtCWKKIgCgllUcuWGqTGJ5pOYDZJyY0IQE4JBMXE85XV6Um/2wtPszSUayBZL17ktoWVWdly7XZiWpeI1KNlwqRR/tGxnm3SYTkSyn5e9kmg33TZEEAACoRSS4AAC1yjQfIJkoyRb5/j62Vqa0EpfvT1pHcprJSZ0S3kABVGLijpGn8+P+x9a7R94NN0t5H6iqGl2+k/Z9tVLpp8alI7qKvvMf5hb/InfvpzIxPeXEXyCnxVkyDgtNAABwQCbIGlysoggAQM3Y4nXy7npONiZNZu9a+f7SdWVLV1BU9OEy8afJJF4iE5kS3mABHJLxNJOn/b/kbnlIdttsSQeom7f/1MX9BmhZyX+zbQu/ljfna3m3/UVOq8tlontKhStlbb6cmH4ysf0Y4QUAgBR8RY8m+muUBBcAoFa4e79USdZlki2R5JWNcmRKXBmnrUyzvnISL5OJOzbcYQIIkDGR8iRPlm17rdzs+2R3/FcqS1qXKRuiWcWNuC+5VXax8nvy5W6fUe6xR65mSpGd5LS4UJ7mw2QiO9TuiwEAoAGxjpUNYgRXMOc0BiS4AAA1Zq1VydY/SrZYkutr9LiyHsmanYpMmybjSQhrjABqxphIOSnTZJv1k7tjjlS8WXJipOKNkt1xiJOraKu00qLX96V4rdwdf5V3x19lYk+UiT1FxhbIlqyRcRLltLhATtSRtfGSAACo3xjBFRASXACAmiv+VSpeW/U+WyQ3f5E8Lc4KaUgAap8xRiZ+hJz4ERXa3W2Py936oGRLE9wHu7Eum364f4KrtN0/4stItuBz2cKy1Rh9jd7d/5EiO8iJPkGeFr+XE3W07zx3r68ovtOSKY4AADRBJLgAADVmrfcQRxxqP4CGzEm8UibhPLm7XpO7Y6ZkC1Xhv/vyqy9auy/JVV5V7RUe2n11vErWyVuSKe+elyUTK2PiJHeHJFfydJTT/Hx5oo+Xie4pY6Jr7XUCABBSTukWzHlNEAkuAEBQrLWy3vWyJVny7n5dVh5J3ioGbnjkxA4IfYAAQspEtJUn8Uo58WfL3TlLbv6nkiJlPAmyxb9K7pbSAw8wuqqs/UCDryoVsre+xJndK2v37qsK5l0rb+6DvvSaiZMTc5JMZFdJBbIl62ScVvLEnS8nuk8NXzEAAHWMBFdASHABAALmLfhIJTvvky1Zv6/OdISVKSk/UMO3gqKn9XUyEW3CFSqAEDORqfK0uVOecm3WunJ3PS3vjiclN+fQI7iqSnKVzWysYv9+Je/3NZp8uQUZUmFGuR2OvPkvS4qUiegoJ+5cOVF9ZCJSZYtWyNo8OVHHS2pfzVcMAEDdsEayJogi8010pj4JLgBAQNzC5SredpUkW/EvSsfIRlgZb+nfqdHdFdFykpzmw8MVKoB6whhHnpbj5ST8QbZko7xb/0+24NPSOlyOSodi7Tuh/JTGqhxs//7tlY5zSy9RLOv9We7uB6q8TInbWdJElex9Rx7PGaVTHb2ybpaMiZdxWDgDAID6hAQXACAgJbv/LV/1Z7fyTsfIOpLkkdN8IMktABUYY2Qi28lJe1q2JEvWmyMT2UkyUXILVsjd/oBs4YoDrLpYdpGDPUE1jlH5UWAHyZTZjZKkkty7pL23SfLId+tc6HuKyF7yRJ0iJ6KbnOhBMibq4E8KAECgmKIYEBJcAIBqs+52uYVfqlpF4w2/YgAcmIlIlYlI9T/2xPaV57D/yXq3y937ibw7H5EtWePb6bSSbL5kCvddwFbxbfl81aGmZwS80qJX5X/22eIVKileUZosi5KcFN+oLrtbsgUyEX0UETNUxpMqJ6I7CTAAQOBIcAWEvz4AANVSsvd/Ksq7W8YWSyr92/CAJQG88sQyegtA4IyntTzNz5bTbJTkzZGcGBmnhSTJLfhSJXlPyxYul7XbJDmVR5OWJbkONc2x2gEdeJd/JJgtktzMCqHYordUVPRW6TXi5ET2kvF0lnHiZN0cGROviJhzZDxdJEXKBJxwAwA0dr4aXMGd1xSR4AIAHJK3+FsV5d0lycp6JKdsEEOlJFdpYfkWE+REdQ91mAAaEWOMtN8CFU7MCYqKOUGS5BatknfPy7LeLTIRHWRMM7nFP8gtWCDZvbWb5KpChR99h5o2afbKLV4slSypsKOk4D++a5l4eSIHyok8Vo6nk6wtkJQrj+dYORHdaj12AEADwQiugJDgAgBUydoSyebL2iIV775/3w4jX50t1/e9f8VET0c5kUfK0+w8OTGnhCVmAE2HE9VdTtT/VWq3boHcoqVyi1bJLZgrW7xSkpGctr7El92tCotk1CQBFsi5lUZo2XL/nytvyTvylrxTxYnxMk5beSIHyhN5nIxpLePpIuv9WTIt5Hi6MfoLAACR4AIA7MfaIhXt/aeKC1+UtEeSZErsvr/jjJH1SHKsL8nlxCsmaZ6Mp3V4AgaAcowTI0/MyfLEnCzFXy7r7pFMpL8GlvXmyJv/sryFX8stWSbZXXUYzMF322ocI+XKdXPlFv6s4qKnq9jfUo6nixxPZ0VEnSHjtJTjHCbJyNpcGZMiQ01EAGiQbNkHy0Gc1xTx2w4AUEHBnlvlLZ4nX/aqlJGs3e/vMGMkj0cm6gSSWwDqLeM0q/jYk6SIFhMV0UKy1pVbtFTWzZYTcYSMkyC3ZKO8hRkqyfug3Fllw1b3U50pkIcaXVXdJNgBax7ulOtdKtddqpLi/5Ver/wJLeR4usg47eTx9JPj8RW8N6aTpCxJcXIcfoYDQL1kFMSiKKqz6fn1HQkuAIAkqbj4PRUWPiQV/1Jpn3Uk4+7/t5zvD6jIZpeHLkgAqEXGOPJE963Q5vGkyBPdWyb2JklzFdlypjzup7KKlBNxuKx3m9zipXKLFstqb9mVdMAMlLXB/XFS4Ro6dJ2v8l8rxJIn17tc1rtcJSVvlTvGo7JVIY1pJ2NS5fG0l8czQMY0l+N0kOTI2hw5ThcZE1+z1wAACJh1ghzBRQ0uAEBTYa2VtVslEynZPBUWPaqS4tck9wB/Qxkj67Ey3nJNTqoiW/yfPJHHhypsAAg5T9SJiow8eb/WP8jaQlnvZrnetfIWvCbr3SCZ1r6fl+5m2ZKffasr1kax+0OOEjv47qqnQu77gW7tBlm7Qa77pYqLX9nvXCvJIzktZEysPM7RMiZZxiTIY7rIVY6M4uTxnCKjAhmTIGNaVutlAQBQm0hwAUATYm2JSryfqLDoL3Ltr6WNvs0c6i8kx/g+RbKSMe0V2/I9GdNEPx4C0OQZEy0T0V5ORHtFRFdeWMPavfIWLZH1rpe3eIlvFUU5kkmQ7A5JJTJyZatT7L62EmQBXsOqbG66V7I7ZbVTJd6sQz+ZSfRNg1Qr+f7cKJbjdPYVyFeUHOc4GUXLGMkx3eXa1ZJi5XGO8T2XIvj9AgASqygGiAQXADRC1hbKKldGreXa9fK6q1Vc8qq83o9U1TQaf3LLVGNhMSNFN7uJPz4A4CCMiVVE9KmSpEiNrbTf2gJ5C9+Vt2SlvN5vZb3fyZfcqWK6Y23UUgn2GgGdZyVjJbu19LOTjf49rndluQseqKBYhKQSSdEyaiMZV0bx8v2lViiZw+Q4zSVFyTGdfVczRkadZbVBUpQ8zjGydqOMWskxR8oqS8YkS7Kydoscky4pync9NWcFSgD1mjXBFYynyDwAoEGw1itXmTKKkVFLuXatJI9K7Gfyuj/KtT/L634nqUiSR7Je//yUivWzqmDkL8tSVaLLOOmKir1REVGn1/rrAoCmxJgYRcScpwidJ0mybp6szZFxUmRtrq/Wl3elSormbP3v4wAAJIpJREFUyXUzZe0mScVVX6yuRoEFNL3SVvN5DlgtX77kliQV+hJWVrLaVHqWlczP8npVWtPsYNc5GFO6uZJayPe70pXUStJOSREyaquyBJhjEuR738sWK8iXMa1VtvCAMUmlST3JmJYqLsmT1EeFJU+rxOTJKF6OaSOrzZJNkjERssqWUYfS17BLjrrLmu2S9spRd7n6SZJHHh0lr36RUXM56iRXa+SYtpLiZG2WHHOYrLyy2iFH7SQVyapQRomS8iUZGRMnawsleVhNE2iIGMEVkCb7U67I+74KvSWS8mTU0XfTYEpkTAdZu07WRsoxKbJaK9l4GdOi9BdtGxljZLVFRofJao98v5g6y9U2SUVyTGe5do2MImRMulz7s2RbyDEtS/8obSPJU/rLLV3SntJfTJ3lKktSoRxzuFy7RpIjx3QovUYzOSZRrtbKKElSpO9TKaVJKpDV9tJfflsl5csxXUr/8JUc07H0GrFyTLJc/SrZRBkTLatNMkqV75fiNjnqKFc5vmvocLnKlOTKMZ3k2l8kGy3HpJReo7UcE6si70ZJrVXkfU+uk1N6jW2S9sjR4bJaL6sSeUxnee0vko2SY9JKr5Egx7SQq/UyKv2ETVvkqL1c7ZKUK0ddZLVBVsWl783PvqHtSi29RrwcE196jbaSjKw2y1E7ucorvUZnWWXJ+t/fXw/xb+TIanPpv9FuWe3c79+oS+kUL0eOaV/63lT1b7RJRu0k7S39N+osV5slFZS7hin3bxQnx7SRqzWlN0JR/9/evUdHXd/5H39+ZjKZSciFhECSwSRSiwVFRYNobBHtCopKtXJcetyjcCr2sB6qgP4sXrYgq/aia2kXkfVI3XYv1bPHg7vdpbvQHrkpXkqhKotdsIFwSUSuSQjkMt/P74/vd4YZMoFkSDIkeT3OGfn6nc/3M5+Zzzszn897vvP5enWEcQd8yfpot9fPFW59p/WRMVlY9nn93IqlfR9F+9nto51J+igHh70YSoAIli+8PjoKNHh9FO3ni4icsY+KaY24V6NqjazF8UX76CIs+7C0xPVRAGOGe69vHj6T7/XRMK+P6rzXtxEb+1uM/zuK9nN53N9RIQ67T+uj+L/Fi3Co8/oo/m8x2s/xfVSIMb7Y62tpBo7gowzHHgHT5MXhbqy1GJOPY3eDDWB8+Vh7AEMWljYsh4AA2EYce8wdlNKEtccxJoJja7z6IxBb2Pi0K3s5fhJnF6fWWDlTcst6EwWDOZXksoDNJJj1DP7ARAwRMAX6tltEpAcYXy6GXHfbZIGvGH/gEgKhuwGwtolI22YgA+Mrx0a24Th1RFo3EYl8BKYRNymThKV3Jjs99PFgsafab9w951LbqeMb4vYf8P5tccf/nkiyh7Lef4z3+esQSwa2OUFgHM3OT8hwOuiPM18WM0WnLhoAIeCkt50DNHr35wL1QDaGDO9M73zvKZ3wEmMRLG34KMBSj8XioxBLPZDpxWgDbsIviJtIy8UYP9aewGcK3DGNbcNncr1xjMVnBuOOXQIYMwhrmzAEgUwsDW69xg+cwJCPpRlrT7rrudnjWBx8phBLI1i/OzezR4BsfGYQlqNAnvfaHgOGeK9BE4YSLI1YG8HvG4pjD4L14zMFOBwAsrxE4Bfuz2pNJtijGIZ6464GjCnxHq8VY0pxbB3gw8dQLLVeHblYWwcMdp+LPeTNbRysqcdwAdYeBtPsjg2tm7z1mTAtkb3ABbRE/oOIbx/GDsaYTBwOYOwwMK1YjrjzT3sEzElvrFmLxcFvhuOw15sDFOCwD2w+xoTcsbIdBibizUXCOLb+1BjV1oFx8DHCHYfbAD5TjGW3V0e2m2i2xRjjYPkCQxmWY0DjOc6lG4F6r446MK3eHGUX1mbgN2EcdoHNwZh8LHu8+ZHfm6edmo8bKmhu291df1DnDeszWF/X31xTOaY/SHuCa9myZTz//PPU1tZy6aWXsmTJEiZMmNBh+XXr1jF//ny2bdtGOBzmscceY/bs2V1+3BOR/0cg4qNrHzDxZTvaHpjaIkHgh5yMPEaGr6MPc5FTojFzIvJQP4mZFN4TImc5Lr6KDqtzkpQ57QOt3fpap329bk7tjiW6jA9MBllZS8nIaL+2jIiI9C5jsskIxI2R/cPdf0P3AWCtQyTyAdbZhzGlWHsQx6nFOjuJtL2P4xwDXwtdGrP2VmLsbLpjof6ekOLaZj0zb4i7CkwsuQVucit6/9HYvmgLLEfiWhX3k1IOxm0fiCvTAe8OJ65AR9sdVtJhMrEz252bp7VGTj8uXnzZ+C8QU50vdr6OU3Opp8hI+DvtqI6ztakzr0dvz4N7vo6TjpP0KBk40prgeuONN5g7dy7Lli3jq1/9Kv/wD//AlClT+N///V/Ky8vbla+urubWW2/lgQce4J//+Z955513ePDBBxk6dCjTpk1LsRVd+YDpzDusiAxMqb4ndOd7ScczAIvljIvIx+7yYQiRGZhJIHA3Pl/4HNskIiK9wRgfGRnXnrGM4xwmEnkH96drxTjOdqw9QiTyJyKRbbhn4zQkHtSVxFJnfirZX3g/SxwQz7VP6I55WnxZp4P950sdZ6uv05nBFNrU1+voY/QTxS5Ja4LrxRdf5P7772fWrFkALFmyhP/5n//h5Zdf5gc/+EG78suXL6e8vJwlS5YAMHr0aH7/+9/zwgsvdJjgam5uprn51Nkh9fX1AERaM2lr9XfzMxq42tqCCf+KnI1ipofYJO9rFkx0pcmEs7zaj8z9vssIZj6Dz3cBkQhEIh2s95Imra2tCf+KdIbiRlLRP+MmF7gFwLsi7lj3SoY+CATcEo5Tg+PsxZjhWPsFjnMQzHEizh9w7BdYexhrd+F+hgRp/7NI74OmGxM/CT9RPF+YSNLdGt9IKhQ33SPSmvzvsi/TIvNdY6y1aUl3trS0kJ2dzb/927/xzW9+M7b/4YcfZuvWraxbt67dMddffz1XXnklP/3pT2P7Vq5cyV/+5V/S1NREIPrJHGfRokU8/fTT7fb/67/+K9nZ2d30bEREREREREQkXZqamrjnnns4duwYeXl56W7OOamvryc/P5/aP3+ZvNyun5hT3xCh9Es7+8Vr0RVpO4Pr4MGDRCIRiouLE/YXFxdTV1eX9Ji6urqk5dva2jh48CClpaXtjnn88ceZP39+7P/r6+spKyuj6oaF5ObpDK7u0tYW5L21T3PtDQvJyOgP6ylJT1PM9CCbsBJv3H6Dj1EEfNfi91+P33dFn1swvrW1lTVr1jBp0qSkX2qIJKO4kVQobrqftRGia0W5V/t18JkKIvZTsBlYjmGdT71zwI7h2FrcBdPbsDQADg61WJqATNzFxCHxTLLeWhs3bpH5OBrfSCoUN92job6fnsGVwhmsA/UMrrQvMn/65Mq9yljHvZGsfLL9UcFgkGCw/ame/kALGYHz7Vznvi8jo5mMgN6UpfMUM93JW4jUlhDwjcfHSHzmy0AGmONkmKvw+S5IdyO7RSAQ0IRTukxxI6lQ3HSn+Nfxmrjt+PUep3a6NmsbsES8q+59jnuVvwAR+yew+WAacZwd7lWkjfWu0jYUx9mFtccwJs+7alyLexVse5ho4spx9nuP0op7leMswHhXNg4Bx3FsI8aXheULoBVDIe46ZpCRESIjUI/72ewHWr1tg5vki7/qYW9evEoXyjqfaVx8bvwBLTI/0KUtwVVUVITf7293ttaBAwfanaUVVVJSkrR8RkYGQ4YM6WILomdvWdwP2+j6CplAy2nbxivfFndcBPfli3h1ZHj3c4bt6AeZ8W4OiVfGiP+gO1sdxB3r89pg01hHlElyf1dfG7rQjrPVkerr2x/6KH47Wse5vL7dUcfpr2+0Xk67vyt1nN5HXWlH/PM6lz6Kbvu94x0S31fiv1mOXq47A8jGvVx3CHfg3IhhMBDC0oKPAtyBdRt+cyHuJaiz8JvLcS+RnY3PVODYzzBmCBlmAu7ltwfoVzYiIjKgGJMbdyHDktj+DDPuVCHfle0P7MEfcbSaVmAVeZkbyMhowZ1PgOUL7zPeh+UwhiHuGWv2CIYKLNVYTuDjYhw+w73+cRiHjzHkALk49lMMwwCDpQbDBVjqsRz0tvcATRiG41CDtRYfRVhqsGRiTCbW7gM7CGMCWI7irsvWjGMbMCYLbD2OPYHP5GM5DkQwZONwxBt7ZLjH2UwwYKkHG8IdrxzHMAg4jqUZnxnsJSEdDLlYDnovfgg47P2bieWYd1wESwOGfKAZy0kvadiApc1LZB7CvSBOrtf+TAwZuFeDzPV6oQEYjDuPO+Ft1+OO1QbjnvlnvPLHcMdsIe+4EO5Yrpno2YPubZBXl8OpsRxx237c8V6TV5/PqyPoHR/xtqNXSMzy6sPbjo5jo2NGv1dHq1efk6SOEKeumBlfX3R/fHK1M3XEj1ej49j4eXB0zO6QOCZONn/ubB3RuXRX5uPxieLT6+h/yUGtwdU1aUtwZWZmUllZyZo1axLW4FqzZg133HFH0mOqqqr49a9/nbBv9erVjBs3rsvfrOUFPiAvkOm9EQ/DcgxoAzsEzCEgw3sTPeC94Ya8D4/BuB8qRzAMAVqwNGIYiuUw0Aw2DKbWq6MI95K7ORgG4VDnTVr9OHyBj2IszViO4SPsvVE3gy0FUwf4vbr3AYMw5CStA1pwOIqPUu+5nPTa8Tnup88wMPuBLAx5ONR6dWR4dQwF2nA44tVRD5zAEMZyALBgi706QhgG47AfH4OBTJrZD3xCbmAj/kADPkqwNALHMQz3vtmKeM9rPxCM1WHIxxDC4XN8DAEsDoe9Oo7jTvrD3gdam1dHLRDAUIjDPgx53odvrVeHweGgV8cJLPX4GO71UUsn+qjQq+OQ10cnu7GPonUk9pGh2Kuja33k1pGsj/K9Otw+cl/foUDEq6OjPirxXpuO+qgI9ycCp/fRcG/g0hbXz5mn9VGW99oU0UorsJ7cwAdkBFqABq+fDwOtcf2c4Q0C96fQR9F+7q4+Gua14/Q+CnqD1ULcn1HUYxgKNGE54Q1G3YGQMblY6344G+PD2lb3OZ5TUqryHI4VERGRnmDMoFPbcWepRbcNw8AM8/aOjt3v44rYtp8b42ocFbdd1Z1N7fesdQCLMX7vp7LGG4e5JzAYY2JjMjdZcgL3i8gIbtIkGzcBE8GYLKw96dURxNpoUisDN8EVwk3ANMWOszR5ibuTXj15xCfJWjgEvENu4H0yAtFEod8bU+bhJv+Oe3PRZizNXn3xibZ6osk6N2mYHVdHLu7lGqJfprZ4CcR84DhuwinXS8QGgRxvOwc3CXkIQ4FXx1EMRcAJ73klm0sHMOTFzaWDcXUQN5dujpuP17uvzbnMxwP7gIpzipXzjq6i2CVp/Yni/Pnzuffeexk3bhxVVVW88sor1NTUMHv2bMBdP2vfvn388pe/BGD27NksXbqU+fPn88ADD7Bp0yZWrFjBr371qy4/tjEB71sfN9Mf/WNzvwYaeqpc3LdBhtIk25neHz7ehDZax/C4suWxbX/cH5yfQd79WbjfJqReB2ThJz9JHeG47bIO6ojfzvOKF7V/rmeqw5QDn2BMLn5T6BUPAkO87ZK4Oi5IXkfCdrRfgkC0vuK4OoZ3cNyFcdvRfgmB179uoqF9HR2/vvF1DPa2e6iPAJNKHxmgM32U8NpE6+jJPuqoDrcdxrR6/2biM4Po63106j0h6H0IA+R5gxI49a0iGJMRt62fvYiIiIj0JGN8cdv+uO1kYzIDsbFcBqemzJlxZUNx2/EXLhsUt53j/Rv0xsvgJryiTo0NfSY/1k6fN5dyWxLdzoirI8ubPybWgTeGdY8rSFJH/HbIGzvHtzNuHM6Z5sHRxw7ExrnnNpeOzikGn0Md7nPwmcH0N9aX4hpcSnD1vunTp3Po0CEWL15MbW0tY8aMYdWqVVRUuJPG2tpaampqYuVHjBjBqlWrmDdvHi+99BLhcJif/exnTJs2LV1PQURERERERERE0izti8w/+OCDPPjgg0nv+8d//Md2+yZOnMgf/vCHHm6ViIiIiIiIiEj6WJ/F+rp+MYhUjukPBuiJayIiIiIiIiIi5zFjU7+lYNmyZYwYMYJQKERlZSUbNmw4Y/l169ZRWVlJKBTiS1/6EsuXL0/pcbuLElwiIiIiIiIiIucZdw0um8Kt64/1xhtvMHfuXJ588km2bNnChAkTmDJlSsKyUfGqq6u59dZbmTBhAlu2bOGJJ57goYce4s033zzHZ506JbhERERERERERM43vkjqty568cUXuf/++5k1axajR49myZIllJWV8fLLLyctv3z5csrLy1myZAmjR49m1qxZfPvb3+aFF14412edsrSvwdXbrHVP1auvr09zS/qX1tZWmpqaqK+vJxDQVeHk7BQzkgrFjaRCcSOpUNxIKhQ3kgrFTfeIzvGjc/7+oKHeOafjTs97BINBgsFgu/ItLS1s3ryZBQsWJOyfPHky7777btLH2LRpE5MnT07Yd/PNN7NixQpaW1vTEssDLsHV0NAAQFlZWZpbIiIiIiIiIiLdqaGhgfz8/HQ345xkZmZSUlLCpRftSbmOnJycdnmPhQsXsmjRonZlDx48SCQSobi4OGF/cXExdXV1Seuvq6tLWr6trY2DBw9SWlqacttTNeASXOFwmD179pCbm4sxJt3N6Tfq6+spKytjz5495OXlpbs50gcoZiQVihtJheJGUqG4kVQobiQVipvuYa2loaGBcDic7qacs1AoRHV1NS0tLSnXYa1tl/NIdvZWvNPLJ6vjbOWT7e8tAy7B5fP5uOCCC9LdjH4rLy9Pb8rSJYoZSYXiRlKhuJFUKG4kFYobSYXi5tz19TO34oVCIUKhUK88VlFREX6/v93ZWgcOHGh3llZUSUlJ0vIZGRkMGTKkx9p6JlpkXkRERERERERkgMrMzKSyspI1a9Yk7F+zZg3XXXdd0mOqqqralV+9ejXjxo1L21pySnCJiIiIiIiIiAxg8+fP59VXX+XnP/8527dvZ968edTU1DB79mwAHn/8ce67775Y+dmzZ7N7927mz5/P9u3b+fnPf86KFSt49NFH0/UUBt5PFKVnBINBFi5ceNbf9IpEKWYkFYobSYXiRlKhuJFUKG4kFYobOR9Mnz6dQ4cOsXjxYmpraxkzZgyrVq2ioqICgNraWmpqamLlR4wYwapVq5g3bx4vvfQS4XCYn/3sZ0ybNi1dTwFj+9M1NEVEREREREREZMDRTxRFRERERERERKRPU4JLRERERERERET6NCW4RERERERERESkT1OCS0RERERERERE+jQluKRLnn32Wa677jqys7MZPHhw0jLGmHa35cuXJ5T5+OOPmThxIllZWQwfPpzFixej6x30X52Jm5qaGqZOncqgQYMoKirioYceoqWlJaGM4mZgu/DCC9u9tyxYsCChTGfiSAaeZcuWMWLECEKhEJWVlWzYsCHdTZLzxKJFi9q9r5SUlMTut9ayaNEiwuEwWVlZ3HDDDWzbti2NLZZ0WL9+PVOnTiUcDmOM4a233kq4vzNx0tzczHe/+12KiooYNGgQ3/jGN9i7d28vPgvpbWeLm5kzZ7Z7/7n22msTyihuRLpGCS7pkpaWFu6++27++q//+ozlXnvtNWpra2O3GTNmxO6rr69n0qRJhMNhPvzwQ/7+7/+eF154gRdffLGnmy9pcra4iUQi3HbbbRw/fpyNGzfy+uuv8+abb/LII4/EyihuBIhdtjh6e+qpp2L3dSaOZOB54403mDt3Lk8++SRbtmxhwoQJTJkyJeEy1zKwXXrppQnvKx9//HHsvh//+Me8+OKLLF26lA8//JCSkhImTZpEQ0NDGlssve348eNcccUVLF26NOn9nYmTuXPnsnLlSl5//XU2btxIY2Mjt99+O5FIpLeehvSys8UNwC233JLw/rNq1aqE+xU3Il1kRVLw2muv2fz8/KT3AXblypUdHrts2TKbn59vT548Gdv3gx/8wIbDYes4Tje3VM4nHcXNqlWrrM/ns/v27Yvt+9WvfmWDwaA9duyYtVZxI9ZWVFTYn/zkJx3e35k4koFn/Pjxdvbs2Qn7Ro0aZRcsWJCmFsn5ZOHChfaKK65Iep/jOLakpMT+8Ic/jO07efKkzc/Pt8uXL++lFsr55vRxbmfi5OjRozYQCNjXX389Vmbfvn3W5/PZ//7v/+61tkv6JJsfzZgxw95xxx0dHqO4Eek6ncElPWLOnDkUFRVx9dVXs3z5chzHid23adMmJk6cSDAYjO27+eab2b9/P7t27UpDayXdNm3axJgxYwiHw7F9N998M83NzWzevDlWRnEjP/rRjxgyZAhjx47l2WefTfj5YWfiSAaWlpYWNm/ezOTJkxP2T548mXfffTdNrZLzzY4dOwiHw4wYMYJvfetb/PnPfwagurqaurq6hPgJBoNMnDhR8SMxnYmTzZs309ramlAmHA4zZswYxdIAt3btWoYNG8bFF1/MAw88wIEDB2L3KW5Eui4j3Q2Q/udv//Zv+Yu/+AuysrL43e9+xyOPPMLBgwdjPyWqq6vjwgsvTDimuLg4dt+IESN6u8mSZnV1dbEYiCooKCAzM5O6urpYGcXNwPbwww9z1VVXUVBQwAcffMDjjz9OdXU1r776KtC5OJKB5eDBg0QikXZxUVxcrJgQAK655hp++ctfcvHFF/P555/zzDPPcN1117Ft27ZYjCSLn927d6ejuXIe6kyc1NXVkZmZSUFBQbsyei8auKZMmcLdd99NRUUF1dXV/M3f/A1f//rX2bx5M8FgUHEjkgKdwSVJF1g9/fb73/++0/U99dRTVFVVMXbsWB555BEWL17M888/n1DGGJPw/9ZbKPz0/XL+6u64Sdb31tqE/Yqb/qcrcTRv3jwmTpzI5ZdfzqxZs1i+fDkrVqzg0KFDsfo6E0cy8CR771BMCLgTzGnTpnHZZZdx00038V//9V8A/OIXv4iVUfxIZ6QSJ4qlgW369OncdtttjBkzhqlTp/Kb3/yG//u//4u9D3VEcSPSMZ3BJcyZM4dvfetbZyxz+pkzXXHttddSX1/P559/TnFxMSUlJe2+dYiejnv6t19y/urOuCkpKeH9999P2HfkyBFaW1tjMaG46Z/OJY6iVxrauXMnQ4YM6VQcycBSVFSE3+9P+t6hmJBkBg0axGWXXcaOHTu48847Affsm9LS0lgZxY/Ei15180xxUlJSQktLC0eOHEk4G+fAgQNcd911vdtgOW+VlpZSUVHBjh07AMWNSCp0BpdQVFTEqFGjzngLhUIp179lyxZCoRCDBw8GoKqqivXr1yesnbN69WrC4fA5JdKkd3Vn3FRVVfHJJ59QW1sb27d69WqCwSCVlZWxMoqb/udc4mjLli0AsQlFZ+JIBpbMzEwqKytZs2ZNwv41a9ZociBJNTc3s337dkpLSxkxYgQlJSUJ8dPS0sK6desUPxLTmTiprKwkEAgklKmtreWTTz5RLEnMoUOH2LNnT2xco7gR6TqdwSVdUlNTw+HDh6mpqSESibB161YAvvzlL5OTk8Ovf/1r6urqqKqqIisri7fffpsnn3yS73znO7HFwe+55x6efvppZs6cyRNPPMGOHTt47rnn+P73v6/Tbfups8XN5MmTueSSS7j33nt5/vnnOXz4MI8++igPPPAAeXl5gOJmoNu0aRPvvfceN954I/n5+Xz44YfMmzePb3zjG5SXlwN0Ko5k4Jk/fz733nsv48aNo6qqildeeYWamhpmz56d7qbJeeDRRx9l6tSplJeXc+DAAZ555hnq6+uZMWMGxhjmzp3Lc889x8iRIxk5ciTPPfcc2dnZ3HPPPeluuvSixsZGdu7cGfv/6upqtm7dSmFhIeXl5WeNk/z8fO6//34eeeQRhgwZQmFhIY8++mjsp7HSP50pbgoLC1m0aBHTpk2jtLSUXbt28cQTT1BUVMQ3v/lNQHEjkpK0Xb9R+qQZM2ZYoN3t7bffttZa+5vf/MaOHTvW5uTk2OzsbDtmzBi7ZMkS29ramlDPRx99ZCdMmGCDwaAtKSmxixYtso7jpOEZSW84W9xYa+3u3bvtbbfdZrOysmxhYaGdM2eOPXnyZEI9ipuBa/Pmzfaaa66x+fn5NhQK2a985St24cKF9vjx4wnlOhNHMvC89NJLtqKiwmZmZtqrrrrKrlu3Lt1NkvPE9OnTbWlpqQ0EAjYcDtu77rrLbtu2LXa/4zh24cKFtqSkxAaDQXv99dfbjz/+OI0tlnR4++23k45jZsyYYa3tXJycOHHCzpkzxxYWFtqsrCx7++2325qamjQ8G+ktZ4qbpqYmO3nyZDt06FAbCARseXm5nTFjRruYUNyIdI2x1lulWUREREREREREpA/SGlwiIiIiIiIiItKnKcElIiIiIiIiIiJ9mhJcIiIiIiIiIiLSpynBJSIiIiIiIiIifZoSXCIiIiIiIiIi0qcpwSUiIiIiIiIiIn2aElwiIiIiIiIiItKnKcElIiIiIiIiIiJ9mhJcIiIi0m/t2rULYwxbt27tkfqNMbz11ls9UreIiIiIdJ4SXCIiItJjZs6cyZ133pm2xy8rK6O2tpYxY8YAsHbtWowxHD16NG1tEhEREZHul5HuBoiIiIj0FL/fT0lJSbqbISIiIiI9TGdwiYiISFqsW7eO8ePHEwwGKS0tZcGCBbS1tcXuv+GGG3jooYd47LHHKCwspKSkhEWLFiXU8emnn/K1r32NUCjEJZdcwm9/+9uEnw3G/0Rx165d3HjjjQAUFBRgjGHmzJkAXHjhhSxZsiSh7rFjxyY83o4dO7j++utjj7VmzZp2z2nfvn1Mnz6dgoIChgwZwh133MGuXbvO9aUSERERkbNQgktERER63b59+7j11lu5+uqr+eMf/8jLL7/MihUreOaZZxLK/eIXv2DQoEG8//77/PjHP2bx4sWxxJLjONx5551kZ2fz/vvv88orr/Dkk092+JhlZWW8+eabAPzpT3+itraWn/70p51qr+M43HXXXfj9ft577z2WL1/O9773vYQyTU1N3HjjjeTk5LB+/Xo2btxITk4Ot9xyCy0tLV15eURERESki/QTRREREel1y5Yto6ysjKVLl2KMYdSoUezfv5/vfe97fP/738fnc7+Du/zyy1m4cCEAI0eOZOnSpfzud79j0qRJrF69ms8++4y1a9fGfob47LPPMmnSpKSP6ff7KSwsBGDYsGEMHjy40+397W9/y/bt29m1axcXXHABAM899xxTpkyJlXn99dfx+Xy8+uqrGGMAeO211xg8eDBr165l8uTJXXuRRERERKTTlOASERGRXrd9+3aqqqpiiSCAr371qzQ2NrJ3717Ky8sBN8EVr7S0lAMHDgDuWVhlZWUJa2yNHz++x9pbXl4eS24BVFVVJZTZvHkzO3fuJDc3N2H/yZMn+eyzz3qkXSIiIiLiUoJLREREep21NiG5Fd0HJOwPBAIJZYwxOI7TYR2p8vl8scePam1tbde209sSz3EcKisr+Zd/+Zd2ZYcOHdot7RQRERGR5JTgEhERkV53ySWX8OabbyYkqd59911yc3MZPnx4p+oYNWoUNTU1fP755xQXFwPw4YcfnvGYzMxMACKRSML+oUOHUltbG/v/+vp6qqurE9pbU1PD/v37CYfDAGzatCmhjquuuoo33niDYcOGkZeX16nnICIiIiLdQ4vMi4iISI86duwYW7duTbh95zvfYc+ePXz3u9/l008/5d///d9ZuHAh8+fPj62/dTaTJk3ioosuYsaMGXz00Ue88847sUXmOzqzq6KiAmMM//mf/8kXX3xBY2MjAF//+tf5p3/6JzZs2MAnn3zCjBkz8Pv9seNuuukmvvKVr3Dffffxxz/+kQ0bNrRb0P6v/uqvKCoq4o477mDDhg1UV1ezbt06Hn74Yfbu3ZvKSyciIiIinaQEl4iIiPSotWvXcuWVVybcFi5cyKpVq/jggw+44oormD17Nvfffz9PPfVUp+v1+/289dZbNDY2cvXVVzNr1qzY8aFQKOkxw4cP5+mnn2bBggUUFxczZ84cAB5//HGuv/56br/9dm699VbuvPNOLrroothxPp+PlStX0tzczPjx45k1axbPPvtsQt3Z2dmsX7+e8vJy7rrrLkaPHs23v/1tTpw4oTO6RERERHqYsckWlRARERHpg9555x2+9rWvsXPnzoQElYiIiIj0b0pwiYiISJ+1cuVKcnJyGDlyJDt37uThhx+moKCAjRs3prtpIiIiItKLtMi8iIiI9FkNDQ089thj7Nmzh6KiIm666Sb+7u/+Lt3NEhEREZFepjO4RERERERERESkT9Mi8yIiIiIiIiIi0qcpwSUiIiIiIiIiIn2aElwiIiIiIiIiItKnKcElIiIiIiIiIiJ9mhJcIiIiIiIiIiLSpynBJSIiIiIiIiIifZoSXCIiIiIiIiIi0qcpwSUiIiIiIiIiIn3a/wemHcvhEIhRHQAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1200x800 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"datum = datetime(2015, 1, 10, 2, 30).replace(tzinfo=timezone.utc)\n",
"#datum = datetime(2016, 4, 21, 22,50,0).replace(tzinfo=timezone.utc)\n",
"\n",
"df1 = globalIBP(datum)\n",
"df2 = globalIBP(datetime.now())\n",
"\n",
"fig, ax = plt.subplots(2,1,figsize=(12, 8), layout='constrained')\n",
"df1.plot.scatter(x='Lon', y='IBP', title=f'IBP index at {datum.strftime(\"%Y-%m-%d %H:%M:%S\")}', \n",
" xlabel='Longitude', ylabel='Probability', grid=True, xlim=(-180,179),\n",
" c='IBP', colormap='plasma_r', vmin=0, vmax=1, ax=ax[0],\n",
" sharex=False)\n",
"# sharex=False - must be there because there is still a bug and xlabel and tickmarks will not appear otherwise\n",
"df2.plot.scatter(x='Lon', y='IBP', title=f'IBP index now', \n",
" xlabel='Longitude', ylabel='Probability', grid=True, xlim=(-180,179),\n",
" c='IBP', colormap='plasma_r', vmin=0, vmax=1, ax=ax[1],\n",
" sharex=False)\n",
"\n",
"for a in ax:\n",
" a.set_ylim(top=1.05)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## IBP Index along the orbit of a satellite"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-17T21:46:30.789592Z",
"iopub.status.busy": "2025-11-17T21:46:30.789036Z",
"iopub.status.idle": "2025-11-17T21:46:39.486120Z",
"shell.execute_reply": "2025-11-17T21:46:39.485499Z"
}
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b1d7d2ff98e149e7af7106a674834286",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Processing: 0%| | [ Elapsed: 00:00, Remaining: ? ] [1/1] "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "cf08e98e450c4d6595573124f6491444",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Downloading: 0%| | [ Elapsed: 00:00, Remaining: ? ] (7.006MB)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>F107</th>\n",
" <th>Bubble_Probability</th>\n",
" <th>Flags_q</th>\n",
" <th>Radius</th>\n",
" <th>Spacecraft</th>\n",
" <th>Bubble_Index</th>\n",
" <th>Flags_Bubble</th>\n",
" <th>Flags_F</th>\n",
" <th>Longitude</th>\n",
" <th>Latitude</th>\n",
" <th>Flags_B</th>\n",
" <th>IBP</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Timestamp</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2022-11-26 17:32:38</th>\n",
" <td>107.242806</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6888588.78</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>41.735251</td>\n",
" <td>-44.990729</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-26 17:32:39</th>\n",
" <td>107.242790</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6888584.63</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>41.736026</td>\n",
" <td>-44.927609</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-26 17:32:40</th>\n",
" <td>107.242774</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6888580.47</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>41.736791</td>\n",
" <td>-44.864488</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-26 17:32:41</th>\n",
" <td>107.242758</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6888576.30</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>41.737544</td>\n",
" <td>-44.801367</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-26 17:32:42</th>\n",
" <td>107.242742</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6888572.13</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>41.738287</td>\n",
" <td>-44.738245</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-28 04:40:16</th>\n",
" <td>107.127674</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6875021.45</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-122.568657</td>\n",
" <td>44.727242</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-28 04:40:17</th>\n",
" <td>107.127672</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6875010.38</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-122.567896</td>\n",
" <td>44.790612</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-28 04:40:18</th>\n",
" <td>107.127669</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6874999.32</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-122.567125</td>\n",
" <td>44.853982</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-28 04:40:19</th>\n",
" <td>107.127667</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6874988.26</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-122.566342</td>\n",
" <td>44.917352</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2022-11-28 04:40:20</th>\n",
" <td>107.127665</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6874977.22</td>\n",
" <td>B</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-122.565549</td>\n",
" <td>44.980722</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>32710 rows × 12 columns</p>\n",
"</div>"
],
"text/plain": [
" F107 Bubble_Probability Flags_q Radius \\\n",
"Timestamp \n",
"2022-11-26 17:32:38 107.242806 0.0 0 6888588.78 \n",
"2022-11-26 17:32:39 107.242790 0.0 0 6888584.63 \n",
"2022-11-26 17:32:40 107.242774 0.0 0 6888580.47 \n",
"2022-11-26 17:32:41 107.242758 0.0 0 6888576.30 \n",
"2022-11-26 17:32:42 107.242742 0.0 0 6888572.13 \n",
"... ... ... ... ... \n",
"2022-11-28 04:40:16 107.127674 0.0 0 6875021.45 \n",
"2022-11-28 04:40:17 107.127672 0.0 0 6875010.38 \n",
"2022-11-28 04:40:18 107.127669 0.0 0 6874999.32 \n",
"2022-11-28 04:40:19 107.127667 0.0 0 6874988.26 \n",
"2022-11-28 04:40:20 107.127665 0.0 0 6874977.22 \n",
"\n",
" Spacecraft Bubble_Index Flags_Bubble Flags_F \\\n",
"Timestamp \n",
"2022-11-26 17:32:38 B 0 0 1 \n",
"2022-11-26 17:32:39 B 0 0 1 \n",
"2022-11-26 17:32:40 B 0 0 1 \n",
"2022-11-26 17:32:41 B 0 0 1 \n",
"2022-11-26 17:32:42 B 0 0 1 \n",
"... ... ... ... ... \n",
"2022-11-28 04:40:16 B 0 0 1 \n",
"2022-11-28 04:40:17 B 0 0 1 \n",
"2022-11-28 04:40:18 B 0 0 1 \n",
"2022-11-28 04:40:19 B 0 0 1 \n",
"2022-11-28 04:40:20 B 0 0 1 \n",
"\n",
" Longitude Latitude Flags_B IBP \n",
"Timestamp \n",
"2022-11-26 17:32:38 41.735251 -44.990729 0 NaN \n",
"2022-11-26 17:32:39 41.736026 -44.927609 0 NaN \n",
"2022-11-26 17:32:40 41.736791 -44.864488 0 NaN \n",
"2022-11-26 17:32:41 41.737544 -44.801367 0 NaN \n",
"2022-11-26 17:32:42 41.738287 -44.738245 0 NaN \n",
"... ... ... ... ... \n",
"2022-11-28 04:40:16 -122.568657 44.727242 0 NaN \n",
"2022-11-28 04:40:17 -122.567896 44.790612 0 NaN \n",
"2022-11-28 04:40:18 -122.567125 44.853982 0 NaN \n",
"2022-11-28 04:40:19 -122.566342 44.917352 0 NaN \n",
"2022-11-28 04:40:20 -122.565549 44.980722 0 NaN \n",
"\n",
"[32710 rows x 12 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1700x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"starttime = datetime(2022, 11, 26, 17,0,0).replace(tzinfo=timezone.utc)\n",
"endtime = datetime(2022, 11, 28, 5,0,0).replace(tzinfo=timezone.utc)\n",
"\n",
"sat = 'B'\n",
"\n",
"df = satelliteIBP(loadsatellitedata(starttime, endtime, sat))\n",
"\n",
"display(df)\n",
"\n",
"fig, axes = plt.subplots(1,2,figsize=(17, 5), layout='constrained')\n",
"\n",
"df.plot(x=\"Longitude\", y=\"Bubble_Index\", ax=axes[0], color='orange', kind='scatter', label='IBI - Bubble_Index')\n",
"#df.plot(x=\"Longitude\", y=\"Bubble_Probability\", ax=axes[0], color='g', kind='scatter', label='IBI - Bubble_Probability')\n",
"df.plot(x=\"Longitude\", y=\"IBP\", kind=\"scatter\", ax=axes[0], color='b', label='IBP')\n",
"\n",
"df.plot(y=\"Bubble_Index\", ax=axes[1], color='orange', marker=\".\", linewidth=0, label='IBI - Bubble_Index')\n",
"#df.plot(x=\"Loy=\"Bubble_Probability\", ax=axes[0], color='g', kind='scatter', label='IBI - Bubble_Probability')\n",
"df.plot(y=\"IBP\", marker=\".\", linewidth=0, ax=axes[1], color='b', label='IBP')\n",
"\n",
"\n",
"axes[0].set_xlabel('Longitude')\n",
"axes[0].set_xlim(-180,180)\n",
"\n",
"for ax in axes:\n",
" ax.set_ylabel('probability')\n",
" ax.set_ylim(top=1.05)\n",
" ax.legend()\n",
" ax.set_title(f'Plasma Bubbles detectet by satellite {sat}')\n",
" ax.grid()\n",
"\n",
"plt.show() "
]
}
],
"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": "3.11.6"
},
"vscode": {
"interpreter": {
"hash": "6a693262f012b0764ce1a509731aa7af644c1d221d30b43c6fed6082691c75d0"
}
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {
"004c3784521e49d98fe9d5c7567fa879": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"0d3e7b49921b456c86bc6b9468974164": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"background": null,
"description_width": "",
"font_size": null,
"text_color": null
}
},
"1647d347e9ab4962955d3c694890aee8": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HTMLView",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_374e88955d1542fb8b75274ed1c30261",
"placeholder": "",
"style": "IPY_MODEL_b4ac02569419494ea6263b335f482f24",
"tabbable": null,
"tooltip": null,
"value": " [ Elapsed: 00:00, Remaining: 00:00 ] (7.006MB)"
}
},
"1c9c8d78024a4dd39652b7f46f7adf27": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"background": null,
"description_width": "",
"font_size": null,
"text_color": null
}
},
"2ae6604fa25b42fdb9b4e259d8f04984": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"2d33a993db66477992bbae442b92def9": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"background": null,
"description_width": "",
"font_size": null,
"text_color": null
}
},
"33a5e6e2dc3140218383192f80c50d9f": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "FloatProgressModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_2ae6604fa25b42fdb9b4e259d8f04984",
"max": 100.0,
"min": 0.0,
"orientation": "horizontal",
"style": "IPY_MODEL_5018d24cd94a46f4b08ecc8ac00ad93b",
"tabbable": null,
"tooltip": null,
"value": 100.0
}
},
"374e88955d1542fb8b75274ed1c30261": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"45928a301c28475f8ffd166076438e60": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"5018d24cd94a46f4b08ecc8ac00ad93b": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "ProgressStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"7b10eb40dbc0438896f921c499f6d986": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HTMLView",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_f9debe13c0b44862a1195f9364829c00",
"placeholder": "",
"style": "IPY_MODEL_0d3e7b49921b456c86bc6b9468974164",
"tabbable": null,
"tooltip": null,
"value": " [ Elapsed: 00:01, Remaining: 00:00 ] [1/1] "
}
},
"7bcb185df0e14ee590eadf286262b082": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "FloatProgressModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_45928a301c28475f8ffd166076438e60",
"max": 100.0,
"min": 0.0,
"orientation": "horizontal",
"style": "IPY_MODEL_a9a86a394118459182409b0d7e35c3ee",
"tabbable": null,
"tooltip": null,
"value": 100.0
}
},
"8c1f59ac61394ff7bf8cf430e623b817": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"a649ef48508e48db80f4c13050f092fe": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HTMLView",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_8c1f59ac61394ff7bf8cf430e623b817",
"placeholder": "",
"style": "IPY_MODEL_2d33a993db66477992bbae442b92def9",
"tabbable": null,
"tooltip": null,
"value": "Processing: 100%"
}
},
"a9a86a394118459182409b0d7e35c3ee": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "ProgressStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"b1d7d2ff98e149e7af7106a674834286": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HBoxModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_a649ef48508e48db80f4c13050f092fe",
"IPY_MODEL_33a5e6e2dc3140218383192f80c50d9f",
"IPY_MODEL_7b10eb40dbc0438896f921c499f6d986"
],
"layout": "IPY_MODEL_d3a7b9a59f6b477981c233d90c7bf9ca",
"tabbable": null,
"tooltip": null
}
},
"b4ac02569419494ea6263b335f482f24": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLStyleModel",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "StyleView",
"background": null,
"description_width": "",
"font_size": null,
"text_color": null
}
},
"cf08e98e450c4d6595573124f6491444": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HBoxModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_e960903d7d5d4f0d8c31f33cae30b9c1",
"IPY_MODEL_7bcb185df0e14ee590eadf286262b082",
"IPY_MODEL_1647d347e9ab4962955d3c694890aee8"
],
"layout": "IPY_MODEL_fe95848354254bcaa463e672fb53319e",
"tabbable": null,
"tooltip": null
}
},
"d3a7b9a59f6b477981c233d90c7bf9ca": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"e960903d7d5d4f0d8c31f33cae30b9c1": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "2.0.0",
"model_name": "HTMLModel",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "2.0.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "2.0.0",
"_view_name": "HTMLView",
"description": "",
"description_allow_html": false,
"layout": "IPY_MODEL_004c3784521e49d98fe9d5c7567fa879",
"placeholder": "",
"style": "IPY_MODEL_1c9c8d78024a4dd39652b7f46f7adf27",
"tabbable": null,
"tooltip": null,
"value": "Downloading: 100%"
}
},
"f9debe13c0b44862a1195f9364829c00": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"fe95848354254bcaa463e672fb53319e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "2.0.0",
"model_name": "LayoutModel",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "2.0.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "2.0.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border_bottom": null,
"border_left": null,
"border_right": null,
"border_top": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
}
},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}