diff --git a/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb b/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb new file mode 100644 index 00000000..f65646c7 --- /dev/null +++ b/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb @@ -0,0 +1,16 @@ +{ + "cells": [], + "metadata": { + "kernelspec": { + "display_name": "Python_310", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.10.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb new file mode 100644 index 00000000..3cda6aee --- /dev/null +++ b/examples/grid_convergence.ipynb @@ -0,0 +1,1303 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a52864e", + "metadata": {}, + "source": [ + "# Convergence for the TRTS \n", + "This is an example of a grid conergence study using a Delft3d case on the Tanana River Test Site (TRTS) located in Nenana, Alaska. In the figure shown bellow is the arial veiw of the test site with the river entering from the bottom of the image and exiting at the top. THe TRTS is used as a test deploment location for Current Energy Converters (CECs). The figure shows an example of a set of transects taken to survey the test site. This particular set of trasects was taken without a CEC in the water, however, a similar patern of trasects would be used if a CEC was operating. This experimental data is used as a comparison for the Delft3D model. Befor comparing to experimental data a grid convergence study is done on the DElft3D modle. The IEC 62600-301 specifies that the grid should be refined so the Grid convergence Idex (GCI) is less than 6% for water level and depth-averaged current speed. The TRTS Delft3D grid used a retagular grid squar grid cells. This example will plot the depth-averaged current speed and water level for the TRTS model with a 8m, 4m, 2m and 1m grid cell edge length.\n", + "\n", + " \n", + "\n", + "First the Delft3d moduel for MHKiT is imported along with sevreal other python packages. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1bdeb6cd", + "metadata": {}, + "outputs": [], + "source": [ + "import scipy.interpolate as interp\n", + "import matplotlib.pyplot as plt\n", + "from mhkit.river.io import d3d\n", + "import geopandas as gpd\n", + "import pandas as pd\n", + "import numpy as np\n", + "import pygeoops\n", + "import netCDF4\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "32f2da89", + "metadata": {}, + "source": [ + "# Points for Convergence Comparisons " + ] + }, + { + "cell_type": "markdown", + "id": "bc08034f", + "metadata": {}, + "source": [ + "### Load River Shape \n", + "\n", + "Load the shape of the river to calculate the centerline points. The shape of the river was found by doing a bathimetric survey." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "af932c27", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Load the shapefile\n", + "combined_geometry = gpd.read_file('combined_geometry.shp')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "688329f3", + "metadata": {}, + "source": [ + "#### Centerline Points \n", + "Use pygeoops to find the centeline shape. Then the shape is used to find 100 points on the cneterline." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f1c54ad4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_29672\\1886639100.py:2: DeprecationWarning: The 'unary_union' attribute is deprecated, use the 'union_all()' method instead.\n", + " river =combined_geometry.geometry.unary_union\n", + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_29672\\1886639100.py:19: UserWarning: Legend does not support handles for PatchCollection instances.\n", + "See: https://matplotlib.org/stable/tutorials/intermediate/legend_guide.html#implementing-a-custom-legend-handler\n", + " ax.legend()\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Calculate the centerline using pygeoops\n", + "river =combined_geometry.geometry.unary_union\n", + "centerline_py= pygeoops.centerline(river)\n", + "\n", + "\n", + "# Plot the combined geometry and centerline\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "# Plot the shape\n", + "combined_geometry.plot(ax=ax, color='lightblue', edgecolor='black', alpha=0.5, label='River Shape')\n", + "\n", + "# Plot the centerline\n", + "x, y = centerline_py.xy\n", + "ax.plot(x, y, color='red', linewidth=2, label='Centerline')\n", + "\n", + "# Add labels and legend\n", + "ax.set_xlabel('UTM x')\n", + "ax.set_ylabel('UTM y')\n", + "ax.legend()\n", + "plt.xticks(rotation=45)\n", + "plt.title('Centerline with River Shape')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ff984de5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " x y\n", + "0 400929.336889 7.161512e+06\n", + "1 400930.988201 7.161505e+06\n", + "2 400932.639512 7.161499e+06\n", + "3 400934.290824 7.161493e+06\n", + "4 400935.942135 7.161487e+06\n", + ".. ... ...\n", + "95 401086.211476 7.160921e+06\n", + "96 401087.862788 7.160915e+06\n", + "97 401089.514099 7.160909e+06\n", + "98 401091.165411 7.160902e+06\n", + "99 401092.816722 7.160896e+06\n", + "\n", + "[100 rows x 2 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the total length of the centerline\n", + "centerline_length = centerline_py.length\n", + "\n", + "# Generate 100 evenly spaced points along the centerline\n", + "points_on_centerline = [centerline_py.interpolate(distance) for distance in np.linspace(0, centerline_length, 100)]\n", + "\n", + "# Convert the points to a list of coordinates\n", + "points_coordinates = [(point.x, point.y) for point in points_on_centerline]\n", + "\n", + "# Display the first 100 points\n", + "# Create a dataframe of points_on_centerline with variables x and y\n", + "centerline_points = pd.DataFrame(points_coordinates, columns=['x', 'y'])\n", + "centerline_points" + ] + }, + { + "cell_type": "markdown", + "id": "0a8028a1", + "metadata": {}, + "source": [ + "# Grid Convergence \n", + "\n", + "The TRTS Delft3D grid used a rectangular grid square grid cells. This example will plot the depth-averaged current speed and water level for the TRTS model with a 8m, 4m, 2m and 1m grid cell edge length.\n" + ] + }, + { + "cell_type": "markdown", + "id": "5a153432", + "metadata": {}, + "source": [ + "### Load Delft3d Data\n", + "\n", + "Load the Delft3D model output for all the grid lenghs: 8m, 4m, 2m, and 1m. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "be06f1b2", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_8m_raw = netCDF4.Dataset(\"data/river/d3d/convergence/grid/FlowFM_map_test.nc\") #FlowFM_8m_map.nc # test was run on th HPC cluster\n", + "## Test xarray input #dataset_8m_xr = xr.open_dataset('FlowFM_8m_map.nc')\n", + "dataset_4m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_4m_map.nc')\n", + "#dataset_2m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_map_2m.nc')\n", + "dataset_1m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_1m_map.nc')" + ] + }, + { + "cell_type": "markdown", + "id": "343f0251", + "metadata": {}, + "source": [ + "## Depth Averaged Current Speed\n", + "\n", + "The MHKiT Delft3D (D3D) function `get_all_data_points` is used to import the variable `mesh2d_ucmaga` which is the Flow element center depth-averaged velocity magnitude. The `get_all_data_points` function outputs the coresponding x and y cordinates along with the water depth, water level and time step. The time step defalts to -1 or the last time step in the simulation. The datafram for the 8m grid length resolution is shown." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ff69cb2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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xywaterdepthwaterlevelmesh2d_ucmagatime
index
0400993.3706907.160784e+060.0124.5363830.086400.0
1401000.8882317.160787e+060.0124.6019290.086400.0
2400990.6345297.160792e+060.0124.6293130.086400.0
3401008.4057727.160790e+060.0124.5579830.086400.0
4400998.1520707.160795e+060.0124.6554200.086400.0
.....................
105835401121.6113507.161648e+060.0122.5300910.086400.0
105836401111.3576487.161653e+060.0122.9425760.086400.0
105837401129.1288917.161651e+060.0122.5443930.086400.0
105838401118.8751897.161656e+060.0122.8695000.086400.0
105839401126.3927307.161659e+060.0122.7523220.086400.0
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105840 rows × 6 columns

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" + ], + "text/plain": [ + " x y waterdepth waterlevel mesh2d_ucmaga \\\n", + "index \n", + "0 400993.370690 7.160784e+06 0.0 124.536383 0.0 \n", + "1 401000.888231 7.160787e+06 0.0 124.601929 0.0 \n", + "2 400990.634529 7.160792e+06 0.0 124.629313 0.0 \n", + "3 401008.405772 7.160790e+06 0.0 124.557983 0.0 \n", + "4 400998.152070 7.160795e+06 0.0 124.655420 0.0 \n", + "... ... ... ... ... ... \n", + "105835 401121.611350 7.161648e+06 0.0 122.530091 0.0 \n", + "105836 401111.357648 7.161653e+06 0.0 122.942576 0.0 \n", + "105837 401129.128891 7.161651e+06 0.0 122.544393 0.0 \n", + "105838 401118.875189 7.161656e+06 0.0 122.869500 0.0 \n", + "105839 401126.392730 7.161659e+06 0.0 122.752322 0.0 \n", + "\n", + " time \n", + "index \n", + "0 86400.0 \n", + "1 86400.0 \n", + "2 86400.0 \n", + "3 86400.0 \n", + "4 86400.0 \n", + "... ... \n", + "105835 86400.0 \n", + "105836 86400.0 \n", + "105837 86400.0 \n", + "105838 86400.0 \n", + "105839 86400.0 \n", + "\n", + "[105840 rows x 6 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_8m =d3d.get_all_data_points(dataset_8m_raw, variable)\n", + "dataset_4m =d3d.get_all_data_points(dataset_4m_raw, variable)\n", + "#dataset_2m =d3d.get_all_data_points(dataset_2m_raw, variable)\n", + "dataset_1m =d3d.get_all_data_points(dataset_1m_raw, variable)\n", + "dataset_8m" + ] + }, + { + "cell_type": "markdown", + "id": "0d519280", + "metadata": {}, + "source": [ + "### Interpolate Velocity onto Centerline \n", + "\n", + "Scipy's interp griddata is used to interpolate the velocity data onto the centerline points. A for loop is used to iterate over the 4 grid resolutions. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bd1d76bf", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m' ,'4m']# '1m']# '2m', '1m']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c4ea6a28", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['8m'], marker='o', linestyle='-', color='b',label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['4m'], marker='o', linestyle='-', color='r',label=\"4m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_velocity['2m'], marker='o', linestyle='-', color='g',label=\"2m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_velocity['1m'], marker='o', linestyle='-', color='m',label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "cb58926f", + "metadata": {}, + "source": [ + "## Waterlevel\n", + "\n", + "The waterlevel data was already obtrained from the depth averaged velocity dataframe. The same for loop process is used to interpolate all 4 grid sizes onto the centerline poins.The results are then ploted. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ad2a1d78", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m', '4m']# '1m']# '2m', '1m']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "6b0e39ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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++edLfhfFc889h8mTJ+PVV1/F+PHjcdNNN6F+/fp4+OGHUadOHdxyyy24//77MW/ePL+vU1xcjC+++AIvvPAC3nrrLVx11VWYNWsWXnnlFdSrV6/kNSVJwsKFC90K6rhui4uLQ3FxMQYMGICaNWti9erVOHnyZEmRHLe/g4e4uDhIkqT6d4wFsfp7hRv3qzW4X63B/WoN7ldrcL9aJ5h9q1bkJD0deO01Y6uDMjK03i8ekf52UPZrJLxvwxrYnT59Gtu3by/5eefOndi0aROqVq2K1NRUDBgwABs2bMD3338Ph8NRsm6uatWqSExMRJMmTdCjRw+MHDkSb7/9NgoLC3Hvvfdi0KBBJRUxc3Nz0bVrV3z88cdo06YNALE278CBAyWvvXnzZlSsWBF16tRB1apVQ7wXIsusWbOwYcMGrF271ud9RowYgYEDBwIAxo8fj3bt2uGxxx7DNddcAwAYNWoURowYoen13nvvPdxyyy0l93/88ccxf/58r16E5cuXx/vvv4/ExETV5/npp5/w119/4ccffyz52z///PM+q64SERERUWBKkROV1UEYMAD46iv9wV1Wlkgq85XMJkkicGSvOn3CWhVz3bp1aN26NVq3bg0AGDt2LFq3bo3HH38cubm5+Pbbb7F37160atUKqampJf9WrlxZ8hwzZsxA48aN0bVrV/Tq1QsdOnTAu+++W7K9sLAQW7dudct7ffvtt9G6dWuMHDkSAHD11VejdevW+Pbbb637ZcuVE7NnWv7NnavtOefODfxcHuv//NmzZw9GjRqFGTNm+E1LvOSSS0qu16xZEwDQokULt9vy8/M1TUlv27YNV1xxhdttSgDuqkWLFj6DOgD4888/kZGR4dbiol27dgFfn4iIiIjUORxips4zqAOct40erb9o++zZ/oM6gL3qjAjrjF2nTp1KKiOq8bdNUbVqVcycOdPn9szMTK/nefLJJ/Hkk09qHqcpJEl7SmR2tjhNkZur/j9JOY2RnW3qO379+vU4dOgQLr300pLbHA4Hli5diqlTp5ZUBXWdapYu/O9Tuy2oiqAeyutMJyUiIiKi4Cxbpt6OQCHLwJ494n6dOml7zr17gdtvF9dzcoA1a9irziwRvcau1LLZRNLygAEiiHMN7iw8jdG1a1ds3rzZ7bYRI0agcePGGD9+vCXtAC6++GKsW7cOw4cPL7nNXxqoL02aNMGePXuwf/9+pKamAgB++eUXs4ZJREREVOrs32/O/RwOEfzl5gKTJgHHj4s+dbNmAXFxYptSlCUrizN1RjGwi1Q5OSJpWW2lqkWnMSpWrIjmzZu73Va+fHmkpKR43W6WkSNHYvTo0bjiiivQvn17fP755/jtt99Qv359Xc/TrVs3NGzYEMOGDcPLL7+MvLw8PPLII5aMmYiIiKg0uHCuPKj7qRVekSRg2DCUFEbROttH/jGwi2Q5OUDfvjF9GmPgwIE4cOAAxo0bh/z8fAwcOBDDhw/HmjVrdD1PXFwcZs+ejVtvvRVt2rRBZmYmXn/9dfTo0cOikRMRERHFtqwsMafgLx2zbFngiiuAxYu9D1d9FV6RZeD++4HatZlyaSYGdpHOZgvraYzFixe7/ey5XlFtDWOgtZOeHn30UTz++OMlP3fv3h0XXXRRyc8fffSR6uN27drl9nPDhg2xbNkyv+MlIiIiIm1sNuDGG4GXXvJ9n3PngGrVgPx8523p6cDkycDYserlIhSjR4s5jBiaswgrBnYUVmfPnsUHH3yAHj16wGaz4bPPPsNPP/1U0q+OiIiIiMLjxAngk0/E9YoVgVOnnNsyMsRMnd3uHtQBYi3dhc5YPhkpvEL+MbAjSzVr1gy7d+9W3TZt2jR069YN8+bNw/PPP4/8/Hw0atQIX3/9Nbp16xbikRIRERGRq/HjRXrlxRcDGzYA69Y50y3btwcaNFB/nJ6EKa0FWigwBnZkqblz56KwsFB1W/Xq1SHLMubPn4+4uLC2VCQiIiIq9ZTqlfv3AwcPAkpr6PfeAypUcJ9ZW7zY/9o7rbQWaKHAGNiRperWretzW3FxsaYm5kRERERkLbXqlQDQvTvQsaP3/YOdaVPaMmdlBfc85MRpEguxcEfk49+IiIiISjuleqXaDNxPP4ntnvTMtCltmD1/tqAtc6nGwM4CCReacpw9ezbMI6FAlL+R8jcjIiIiKk0cDjFTF6h6pcPhfpvSCsEzaFNIkiiw8uWXQFqa+7b0dNGuma0OzMVUTAvYbDYkJyfj0KFDAIBy5cpB8vWuL8WKi4tRUFCA/Pz8kK+xk2UZZ8+exaFDh5CcnAwbTxcRERFRKbRsmf+1cr6qV9pswGuviZk+SXIPDF1n5HJygH79Yrotc8RgYGeRWrVqAUBJcEfeZFnGuXPnULZs2bAFvsnJySV/KyIiIqLSRutaObX75eSImTfPtXnp6c6gDgh7W+ZSg4GdRSRJQmpqKmrUqOGzKmRpV1hYiKVLl+Lqq68OSypkQkICZ+qIiIioVNO6Vs7X/XJyRJNxzsiFHwM7i9lsNgYPPthsNhQVFaFMmTJc40ZEREQUBspaudxc9XV2WqpXckYuMrB4ChERERFRKaWslVPD6pXRhYEdEREREVEplpMDvPii9+2sXhldmIpJRERERFTKnTsnLq++GrjzTq6Vi0YM7IiIiIiISrm5c8XlsGHA4MHhHQsZw1RMIiIiIqJS7NAhYO1acb1Hj/COhYxjYEdEREREVIr9+KOoiNm6NVC7drhHQ0YxsCMiIiIiKsWUNMxevcI7DgoOAzsiIiIiolLK4RAzdgADu2jHwI6IiIiIqJRavRo4fhyoUgW48spwj4aCwcCOiIiIiKiUUtIwr7mGrQ2iHQM7IiIiIqJSiuvrYgcDOyIiIiKiUmjfPmDjRkCSxIwdRTcGdkREREREpdAPP4jLK64AatQI71goeAzsiIiIiIhKISUNs2fP8I6DzMHAjoiIiIiolCksBBYsENe5vi42MLAjIiIiIiplVq4E8vKA6tWByy8P92jIDPHhHgAREREREYWGwwEsWwa88or4OTsbiONUT0zgn5GIiIiIqBSw24HMTKBzZ+D778Vt8+aJ2yn6MbAjIiIiIopxs2dLGDAA2LvX/fbjx4EBAxjcxQIGdkREREREMczhAMaOtUGWvbcpt40eLe5H0YuBHRERERFRDNuyJQW5uZLP7bIM7Nkj1t5R9GJgR0REREQUw44fL6Ppfvv3WzwQshQDOyIiIiKiGFalSr6m+6WmWjwQshQDOyIiIiKiGNa06VGkpcmQfGRjShKQkQFkZYV2XGQuBnZERERERDHMZgMmT1avjKIEe1OmiPtR9GJgR0REREQU4/r1k3Hrrd63p6cDX30F5OSEfkxkrvhwD4CIiIiIiLw5HKJS5f79Yv1bVlZws2p//CEu774b6NDBnOekyMHAjoiIiIgowtjtwKhR7g3F09OB114zNrv2zz/AqlVAXBzw6KMslBKLmIpJRERERBRB7HZgwAD3oA4AcnPF7Xa7/uf8/HNx2N+lC4O6WMXAjoiIiIgoQjgcYqZOlr23KbeNHi3up5UsA599Jg77hwwJfowUmRjYERERERFFiGXLvGfqXMkysGePuJ9WO3dWxl9/SUhKYpGUWMbAjoiIiIgoQuzfb+79AGDJknQAQJ8+QKVKBgZFUYGBHRERERFRhNC6/k3r/URlzTQATMOMdQzsiIiIiIgiRFaWqH7piyQBGRniflosWybh2LGySE6W0bOnOWOkyMTAjoiIiIgoQthswFNP+d4uy8CUKdp7zylFU/r3l5GUFPz4KHIxsCMiIiIiiiC7d4vLxET17VWranue/HzAbpcAAIMHF5swMopkbFBORERERBQhzp0Dpk0T1z/+GKhZUxRKSU0FPv0U+OADYMQIYONGYNMm57asLO9ZvLlzgZMnJaSknEOHDjzsj3X8CxMRERERRYgZM4DDh4G6dYH+/YF4l6P1yy4DfvoJ2LVLrMM7c8a5LT0deO010c5AFEwBJk4U2zp02Iu4uMxQ/hoUBkzFJCIiIiKKALIMTJ4srt9/v3tQBwAVK4rZOsA9qAOA3FxgwADgoYeAzEygc2dgzRqxbfHiDMyeLVk6dgo/ztgREREREUWAH38E/vxTBHC33uq93eEA3n9f/bGyLC5fftl728mTSRg0SASKbFAeuzhjR0REREQUAZTZuttuAypX9t6+bBmwd6+RZxazdaNHi+CQYhMDOyIiIiKiMNu8GViwAIiLE2mYavbvN/78sixhzx4RHFJsYmBHRERERBQmDgeweDFw333i55wcsUZOTWpq8K8XTHBIkY2BHRERERFRGNjtzkInS5aI25YuFberycoS1S+lIOqgmBEcUmRiYEdEREREFGJ2u6hi6blm7vBhcbtacGeziZYGgP7gTpJkZGSI4JBiEwM7IiIiIqIQcjiAUaOclSxdKbf5KnSSkwN89RWQluZ+e0YG8OCDIuDzDvrEk06Z4t3EnGIHAzsiIiIiohAKVN1SluG30ElOjmhSvmgRMHOmuNy5E3jpJfWgr1q1c5g1y8FWBzGOfeyIiIiIiEJIawETf/ez2YBOnbxvz8kB+vYVQeH+/UD16kXIy1uAPn16GRorRQ8GdkREREREIaS1gInRQieuQV9hoYy5c409D0UXpmISEREREYWQUt3SF0kCC52QbgzsiIiIiIhCyGYDJk5U36YUPmGhE9KLgR0RERERUYidPy8uPYO39HRRAIWFTkgvrrEjIiIiIgqxd98Vl888A7RrJwqdpKaK9EvO1JERDOyIiIiIiELot9+AX34B4uOBW24BatYM94goFjAVk4iIiIgohN57T1xedx2DOjIPAzsiIiIiohA5exb45BNx/fbbwzsWii0M7IiIiIiIQuTLL4GTJ4F69YCuXcM9GoolDOyIiIiIiEJEKZoyciQQxyNxMhHfTkREREREIfD778DKlaJoyogR4R4NxRoGdkREREREIaAUTbn2WqBWrfCOhWIP2x0QEREREVnI4QB++gl4/33x8623hnc8FJs4Y0dEREREZBG7HcjMBHr0EBUxAeCOO8TtRGZiYEdEREREZAG7HRgwANi71/323FxxO4M7MlNYA7ulS5eiT58+qF27NiRJwpw5c0q2FRYWYvz48WjRogXKly+P2rVrY+jQodi3b5/bcxw7dgxDhgxBpUqVkJycjFtvvRWnT5/2+7r5+fm45557kJKSggoVKqB///44ePCgFb8iEREREZVCDgcwahQgy97blNtGjxb3IzJDWAO7M2fOoGXLlnjzzTe9tp09exYbNmzAY489hg0bNsBut2Pr1q249tpr3e43ZMgQ/PHHH1iwYAG+//57LF26FLcH6PY4ZswYfPfdd/jyyy+xZMkS7Nu3Dzk5Oab+bkRERERUei1b5j1T50qWgT17xP2IzBDW4ik9e/ZEz549VbdVrlwZCxYscLtt6tSpaNOmDf7991/UqVMHf/75J3744QesXbsWl19+OQDgjTfeQK9evTBp0iTUrl3b63lPnjyJDz74ADNnzkSXLl0AAB9++CGaNGmCX375BW3btjX5tyQiIiKiaOdwiCBs/34gNRXIygJsNt/3379f2/NqvR9RIFG1xu7kyZOQJAnJyckAgFWrViE5ObkkqAOAbt26IS4uDqtXr1Z9jvXr16OwsBDdunUrua1x48aoU6cOVq1aZen4iYiIiCj6KAVQOncGbrxRXGZm+l8jl5qq7bm13o8okKhpd5Cfn4/x48dj8ODBqFSpEgDgwIEDqFGjhtv94uPjUbVqVRw4cED1eQ4cOIDExMSS4FBRs2ZNn48BgPPnz+P8+fMlP+fl5QEQawELCwuN/EqlnrLfuP/Mx31rDe5Xa3C/WoP71Rrcr9aI5P06e7aEQYNsF9bFSSW35+bKGDAAmDXLgX79vBfS/fOPBH+H2pIkIy0NaNu2CFb+2pG8b6OZ536NhP0bFYFdYWEhBg4cCFmWMW3atLCM4YUXXsBTTz3ldfv8+fNRrly5MIwodnim3JJ5uG+twf1qDe5Xa3C/WoP71RqRtl8dDuDuu7Mhyza4BnUAIMsSABn33FMASVqArVtTcPx4GVSpkg9ZBp5+ur1yzwuXro+XIcvAkCFr8eOPocnFjLR9GyuU/XpW6WURRhEf2ClB3e7du7Fw4cKS2ToAqFWrFg4dOuR2/6KiIhw7dgy1atVSfb5atWqhoKAAJ06ccJu1O3jwoM/HAMDDDz+MsWPHlvycl5eHjIwMZGdnu42JtCssLMSCBQvQvXt3JCQkhHs4MYX71hrcr9bgfrUG96s1uF+tEan7dckSCUeP+jtclnDkSDncffe1OHLEGbhJkgxZlpCTU4yBA4vxwAM25OY6H5WeDrzyigP9+rUG0Nqy8QORu2+jned+VbL5wimiAzslqNu2bRsWLVqElJQUt+3t2rXDiRMnsH79elx22WUAgIULF6K4uBhXXnml6nNedtllSEhIwM8//4z+/fsDALZu3Yp///0X7dq18zmWpKQkJCUled2ekJDA/yRB4j60DvetNbhfrcH9ag3uV2twv1oj0vbr4cPa7uca1AHKbB4wYEAcbrghDgMGeBZekWCzhfYwPNL2baxQ9msk7NuwBnanT5/G9u3bS37euXMnNm3ahKpVqyI1NRUDBgzAhg0b8P3338PhcJSsgatatSoSExPRpEkT9OjRAyNHjsTbb7+NwsJC3HvvvRg0aFBJRczc3Fx07doVH3/8Mdq0aYPKlSvj1ltvxdixY1G1alVUqlQJ9913H9q1a8eKmERERERUIpjCJpIEjB8PDBwoqmd26mTasIhUhTWwW7duHTp37lzys5LqOGzYMDz55JP49ttvAQCtWrVye9yiRYvQ6cL/jhkzZuDee+9F165dERcXh/79++P1118vuW9hYSG2bt3qlvf66quvltz3/PnzuOaaa/DWW29Z9FsSERERUTTKyhJpk/760fni2qeOQR2FQlgDu06dOkGWvasIKfxtU1StWhUzZ870uT0zM9PrecqUKYM333xTtTE6EREREREgZtoefRS4807jz8E+dRQqUdXHjoiIiIgoVGQZuJBAhsRE923Vq2t7Dvapo1CJ6OIpREREREThMmsWMHeuCOrWrweOHHEWQGnfHmjQAMjNBdSSzCRJpHFmZYV+3FQ6MbAjIiIiIoLoW6dUryxXDrjvPnH7o48CzZt73/+114ABA0QQ5xrcSReKZE6ZItI5iUKBgR0RERERlXp2OzBqlHehlIwMUd1STU4O8NVX3o9LTxdBXU6OZcMl8sLAjoiIiIhKNbtdzLyppVTu2QN8/73vIC0nB+jb17NPHWfqKPQY2BERERFRqeGabqmslRs1Sj2oA0Ra5ejRInjzFayxTx1FAgZ2RERERFQqqKVbVqsmiqL4wn50FC0Y2BERERFRzPOVbukvqHPFfnQU6djHjoiIiIhimsPhP91SC/ajo0jHGTsiIiIiimnLlnlXu9SK/egoWnDGjoiIiIhimtE0Svajo2jCGTsiIiIiCsizmmQkl/T3HGuNGtoeV706cPiw82f2o6NowsCOiIiIiPxSqyaZng689lrkBT1qY61eXcy++WtpkJ4ObN8OrFwZHcErkScGdkRERETkk69qkrm54vavvoqc4M7XWF1n4TwDPNd0y8REtjSg6MU1dkRERESkyl81SeW20aPF/cJNS+XLqlWBtDT329LTIys4JTKKM3ZEREREpCpQNclIat6tpfLlsWPAF1+I9EqmW1KsYWBHRERERKq0VpOMhObdWsdw6BAweLC1YyEKB6ZiEhEREZEqrU25I6F5dzSNlcgKnLEjIiIiIgDebQJatQLKlAHy830/pkYNoH17YPHi8KY3ZmWJ9XK+0jHZaJxiHQM7IiIiIlJtE5CYCBQU+H/ckSNA7drA0aPO28LRCsFmA156CbjxRu9tbDROpQFTMYmIiIhKOaVNgOdslxLUDR4sgjVX6elAgwZAcbF7UAc4WyHY7daNWc0//4hLz+CNlS+pNOCMHREREVEYeaY/hjqNMVCbAEkCli8Hduxwb97dvr0I7NTIsnjc6NFA376h+X0OHQImThTXp08XbQ1Y+ZJKEwZ2RERERGGilv4Y6jRGrS0NVq50b2mweHFktUJ4+mng1CngssvEDGMc89KolOFbnoiIiCgMfKU/hjqN0WhLg0hqhfD338A774jrkyYxqKPSiW97IiIiohDzl/6o3DZ6tLif1Yy2CQh3ewGHQ8wafvYZcNttQFER8J//hL9ROlG4MBWTiIiIKMS0pj9akcbouaZv507/9/fVJkBpL5Cbqx6gWtleQC2FFQC6dTP/tYiiBQM7IiIiohALVxqjr4BIIUnuQZq/NgE2m1gLOGCA9+MUVrQXUFJY1V5vzBggI4PVL6l0YiomERERUYiFI43R15o+xbhxopKkq0BtAnJyxHbPxwHALbeYH2AFquAJhC6FlSjScMaOiIiIKMSysoAKFYDTp9W3m53GqKWlweefe7c00NImICdHtDRQ0jtXrxYzeatWOdsemCWcKaxEkY6BHREREVGIzZ/vO6hTmJnGaLSlgVY2m/NxvXsD778PbNki+t+ZucYukipxEkUapmISERERhVBuLjB0qLjes6eYmfPUqhXQr595rxnKgKhSJeDGG8X1t98O/vlchbsSJ1EkY2BHREREZCHXsvw//yyCniNHgNatxbq3XbuARYuAmTOBjz4CEhOBjRuBjz82bwyhDojuuENcfvUVcPiwOc8JOCtx+krvlCRRPMWKSpxEkY6pmEREREQW8VWFskwZsaatTBnxs2v64/79wMMPiyIgXbqIdW961rypUQIif9UwzVzTd9llwBVXAGvXAh9+CDz0kDnPq1Ti7N/fe5u/Cp5EpQFn7IiIiIgs4K8KZX4+sHmz+uPGjQMuvxw4cQJo2BDo3FnM8nXuDGRmiufVy2YDHntMfZtVAdGdd4rLd94BiovNe96cHKBrV+/bA1XwJIp1DOyIiIgo5rimPy5eHPry91qqUPoqyx8fDwwZIq7n57tvy80VwaKR4O7338VlUpL77VYFRDfcAFSuDPzzD/DTT+Y9b1ERsGmTuD55skhhXbRINFpnUEelGVMxiYiIKCo5HM4S+65pimrpj+npIoUvVAf+wZTldziAV17x/TglKOzbV/sM24EDwHvvievffivW8QWb3hlI+fKiSMwbbwDPPAMcPWrO6y1ZIp6rWjXgvvtEIExEDOyIiIgoCvkK3gYPBiZN8p4pU2a6QpWqF0wVSit6tU2eLGb/2rYFunc3t7ecP/Xri8vly8U/IPgg+6uvxGW/fgzqiFwxFZOIiIiiiq+1a3v3Ai+/rJ7+qNw2ejRQUGB9mmYwVSjNbk1w9Cjw1lvi+qOPhi6os9uBsWO9bw8mndThAGbPFtfVCqgQlWYM7IiIiChqBFq75o8y05Webk5BEn+CKctvdmuCKVOAM2dEb7xevbQ9Jlj+/k6uQbbeoHrFCuDgQaBKFVExlIicGNgRERFRxPIsgrJ4sf80RS08+6oFM4Pki1KWX02gKpRm9GpT9tv774s0TCC0s3V60kn1+PprcXnttUBCgvHxEcUiBnZEREQUkex2MZvmOrs2cKD5rxPMDJI/OTnA3Xd73x6oCqVrUKgWiMmy/9YErvtt5Ejg7FmxFs3ILKdRZqeTAqJlghLYDRigf0xEsY6BHREREUUcX+vojh2z5vWMziAFsnWruLz1Vn1l+XNyRPCXlqa+vaBA/XZf+62oSATFZqec+mJ2OikArFkjZlcrVhQFYIjIHWsJERERUUQJZh2dQpKMPV7PDJKW51q4UFx/5BGgXj19j8/JES0NXFs6LFgAPP88cPvtwGWXiUBH2da+feD9prdNglFKOmlurvp4JEls95dO6kmphvmf/3j34iMiBnZEREQUYQKtz/JFSVscN06syXN9jurVvdfWqdEzgxTIrFkifbB9e/1BncJmc29p0KGD6OO2YgXQvLn7zF21asCRI76fy0ibBKOUdNIBA3wH2f7SST3JMtMwiQJhKiYRERFFFK2zZlWruv+srF176SVg1y6R9qikP+7dG3xBEr1mzhSXN95o3nPGxwM33yyue6Zj+gvqXJk5K+mPv3TSN9/U18du40bxNy1XDujRw7QhEsUUztgRERFRRNE6a/bFF2LGR0lFzMpyzgB5znQB5s4gBfL338C6deL5zCz44nAAzz4b3HOYOSsZiGc66aRJwIYN2oNQhZKG2auXCO6IyBsDOyIiIgobh8N9DVlWFnDunP81csr6rE6d9AViygzSqFHeqZ6dOumbQQpkxgxxec01Ig3ULEbTVAFj69rM4BpkFxYCw4YBn36qrf2CwwEsXQp8+KH4uV8/S4dKFNWYiklERERhodbOoEYNURxDCeo8D/wD9YALJCfHPU3zzTfF7YsWiXVrZpBla9IwAeNplMHuN7P06weULeuc0fRHeX906QIcOCBue/DB0FX2JIo2DOyIiIgo5Py1MyguFrNKn3/uvT4rUA84LZQZpMGDRZ+5224Tt999t2gLEKy1a4Ht20XKYN++wT+fK61plJ6zhGbsNzNUrAhcd524/sknvu/n6/2xf7/5zeSJYgUDOyIiIgopLe0Mdu0C+vf3LoKipQecXi+8IAqx/PYb8PrrwOLFoqrm4sXGGpYraZh9+wIVKpg5UmcbgUBFYPbutX6/GaUUf5k1S6RmevL3/rCqmTxRLOAaOyIiIgopLevEXMvyW12av1o14MUXRW+4cePcA4r0dFF0RWtQVFQkZhoBYMgQ88fqr42Aa7plYqL1+82o7t1Fyu2hQ8D8+UDv3u7bA70/Qtm2gSiacMaOiIiIQkrrOrFQleUHgCpVxKXnLFFurrbUP4dDzPA99hhw8KCYAczOtmSoPtsIREq6ZSDx8SINFhBFVDxF4vuDKBowsCMiIqKQ0rpOLFRl+R0OYMwY9W1aUv9ci8C8+KK47fx54LvvzB6pk2cRmEhLtwzkppvE5Zw5QF6e+7ZIe38QRQsGdkRERBRSWVlAcrLv7VY0C/dHT+qfJ19FPs6csb7Ih2sRGL2tH8LtssuARo2A/HzvfZSVBVSq5PuxoX5/EEULBnZERERkKSVNUSlI8vnnwIkT6vcNR1l+o6l/WorAsMiHOklyFlHxTMf85hvvWTzXxwHhb9tAFIkY2BEREZFl1HrVKUVFrrlGrAtzFY51YkZT/4KZ6SNnj7+ffwa+/lrC0qVp+PBDqSTg6907Mt4fRNGCVTGJiIjIEkqaoq8ZrdtuEw2rly0Ts2GpqSK9LtQzMUoLgdxc32NNSwPatweWLBEBSPnyEg4e1Pb8LPKhrl49oHFj4K+/gMGD4wFcXrKtRQux/k6Swv/+IIoWDOyIiIjIdIHSFCUJGDtWBHbhLlnvr4WAQpZFILJvnwhAJk8WbRK0YJEPdXa7COrU/P478O23YmYu3O8PomjBVEwiIiIyXbSlKfpqIVCzJpCUBOzbJ/65OnLE/3OyyIdvSuDvD9cnEunDGTsiIiIKmsPhnjKXm6vtcZGUppiTA/Tt6/57tG8vgrNDh/w/1l+zcKYOemMTciLzMbAjIiKKQQ4HsHlzCvLypJJZI6sCDLtdzL64HqinpGh7bKSlKSotBBSLFwcO6gCRlnn4sPPn9HQR1LHIhzo2IScyHwM7IiKiKOU5S6YEb3Y7cP/98cjN7VBy3/R0sY7M7EDDV4GUo0f9P06SxJgiPU1Ra2Dx6qsijZNFPrRhE3Ii82kK7KpUqQJJySkI4NixY0ENiIiIiAJTmyVLTxfNqidN8g60cnNFAGZmqXgtfdyA6E5T1BpYpKUxZVCPQJVIoyXwJ4okmgK7KVOmWDwMIiIi0srXLNnevcDLLys/uZ+QlWVxsDx6tFhHZkZAFWidlCKa0xQZgFjDXyXSaAr8iSKJpsBu2LBhVo+DiIiINNA6S6bG7IIUpSFNkQGIdZRKpGozz9ES+BNFEkPtDnbs2IFHH30UgwcPxqELK4rnzZuHP/74w9TBERERkTuts2T+mFWQQm+a4uDB4jLagiBfrRDS081NbS2NcnKAXbuABQuKMHbsOixYUISdO7lPiYzQHdgtWbIELVq0wOrVq2G323H69GkAwK+//oonnnjC9AESERGVZg6HqMz42WfiUmsbAX/MKkiRleUd7LiKpT5uDECsY7MBHTvKuPrqXHTsKEdd4E8UKXRXxZwwYQKeffZZjB07FhUrViy5vUuXLpg6daqpgyMiIirN1AqklC8f3HOaGWjFxQEXXaQebMZimqISgJw5k4uOHVvGzO9FRLFBd2C3efNmzJw50+v2GjVq4MiRI6YMioiIqLTzVSDlzBltj5ckGbLsXdH63nvF5eLF+te8ebZX+O03YMkSEeClpERvgRQioligO7BLTk7G/v37Ua9ePbfbN27ciDR/+RhEREQh5KvHWzQIto3AuHHAzJnuM2lJScD588Bzz4liJgcOOLdp6XGnNnuoePllsS1a9zcRUSzQvcZu0KBBGD9+PA4cOABJklBcXIwVK1Zg3LhxGDp0qBVjJCIi0sVuBzIzgc6dgRtvFJeZmeL2aKCnjYArpZjHSy8B27cX4ZlnluPjj4uwaJEI5OrVA/Ly3IM6wNnjztf+UWYPfY2pbl0RxEVzgRQiomine8bu+eefxz333IOMjAw4HA40bdoUDocDN954Ix599FErxkhERKSZrxRGKxp0m0FtZtGMNgI2G9CixVH06iUjIUG8Tn6++vP463EXaPZQkoAxY4DrrmMwR0QUTroDu8TERLz33nt47LHH8Pvvv+P06dNo3bo1Lr74YivGR0REpJm/IMSKBt3BUktvTE8H2rfX9niljYAWSvDoi9LjbvFisW+UYNHh8D97aHZvPCIiMkZ3YLd8+XJ06NABderUQZ06dawYExERkSGBUhgjKQjxNbO4dy/wxRf+HytJIgDUU91S6yzgwIHAsWPOn6tWNff5iYjIGroDuy5duiAtLQ2DBw/GTTfdhKZNm1oxLiIiooA80xi19ngLdxCipThK2bLO1Em1Ail62who7V3nGtSp/Rzs8xMRkTV0F0/Zt28fHnjgASxZsgTNmzdHq1at8PLLL2OvllXeREREJlErkDJ6tLbHhjsI0VIc5dw54MknvRuAKwVS9K4TzMoSj5W8OyAEJZaakBMRRTPdgV21atVw7733YsWKFdixYweuv/56TJ8+HZmZmejSpYsVYyQiInLjq0pjoHaqkRKEaJ0xvPhiYNcuYNEi0b5g0SJg505jxV9sNtHSADAvuIvFJuRERNFKd2Dnql69epgwYQJefPFFtGjRAkuWLNH1+KVLl6JPnz6oXbs2JEnCnDlz3Lbb7XZkZ2cjJSUFkiRh06ZNXs+xY8cO9OvXD9WrV0elSpUwcOBAHDx40O/rnjp1CqNHj0bdunVRtmxZtG/fHmvXrtU1diIiCg89Pd7UREIQonXGMDXV3DYCOTlits9zFlDrOjrP+xmdPSQiIvMZDuxWrFiBu+++G6mpqbjxxhvRvHlz/O9//9P1HGfOnEHLli3x5ptv+tzeoUMHTJw40ef27OxsSJKEhQsXYsWKFSgoKECfPn1QXFzs83Vvu+02LFiwAJ988gk2b96M7OxsdOvWDblaF2cQEVHYGO3xJknAhx9GRhCipEX6YuXMYk6O9yxgoGItii++MGf2kIiIzKe7eMrDDz+MWbNmYd++fejevTtee+019O3bF+XKldP94j179kTPnj19br/55psBALt27VLdvmLFCuzatQsbN25EpUqVAADTp09HlSpVsHDhQnTr1s3rMefOncPXX3+Nb775BldffTUA4Mknn8R3332HadOm4dlnn9X9exARUejo7fGWmws89pgIQv7+29qxaWWziRm4l1/23haK9EZlFlDhcIhAMzdXfSZUqcLJxuNERJFLd2C3dOlSPPjggxg4cCCqeZ4ODbHz589DkiQkJSWV3FamTBnExcVh+fLlqoFdUVERHA4HypQp43Z72bJlsXz5cr+vdf78+ZKf8/LyAACFhYUoLCwM9lcplZT9xv1nPu5ba3C/WkPvfq1eXYKWr6+aNYtw1VUiSilTRsKAAfF47TUZd99dhBo1DA/XFHv3Au+/Hw9AQoUKMk6fduaNpqXJeOUVB/r0kRHMW03vfn3lFQmDBtkgSYAsO8cjSWIfTprkQHGxDD8JMaUCPweswf1qnajetw4HpOXLS0ofyx06RMzZJc/9Ggn7V3dgt2LFCivGYUjbtm1Rvnx5jB8/Hs8//zxkWcaECRPgcDiw38cp3YoVK6Jdu3Z45pln0KRJE9SsWROfffYZVq1ahYsuusjna73wwgt46qmnvG6fP3++odlKclqwYEG4hxCzuG+twf1qDa371eEAUlKycfRoGQBqC+lkVKt2Dnl5CzB3rrjFZgMuuuhqbN9eBXffvRu33PKHaePWwuEAtmxJwfHjZVC5cj6+/LIRjh+vjgYNTuC555Zi27aqOH68DKpUyUfTpkdhs6Fk7MHSul+TkoCHHkrF+++3wNGjZUtuT0k5h1tv/R1JSftNG1Ms4OeANbhfrRNt+zZ11Sq0eP99lD16tOS2cykp2Hzbbdjfrl0YR+ZO2a9nz54N80gASZYDLT/39sknn+Dtt9/Gzp07sWrVKtStWxdTpkxBvXr10LdvX2MDkSTMnj0b1113nde2Xbt2oV69eti4cSNatWrltm3+/Pm46667sHPnTsTFxWHw4MHYsmUL2rRpg2nTpqm+1o4dO3DLLbdg6dKlsNlsuPTSS9GwYUOsX78ef/75p+pj1GbsMjIycOTIkZI0UNKnsLAQCxYsQPfu3ZGQkBDu4cQU7ltrcL9aw8h+nT1bwg032OAZ2CmzS7NmOdCvn/vX248/SujTJx5lysj4668i1K5tyvA1jXXsWBtyc93HmpQkY/36IjRsaM3rGn2/OhzA8uVSSW/ADh3kSDlBHhH4OWAN7lfrROO+lWbPhm3QIECW3T7l5Qu56o5ZsyD36xeewV3guV/z8vJQrVo1nDx5Mmyxge4Zu2nTpuHxxx/H6NGj8dxzz8HhcAAAkpOTMWXKFMOBnVHZ2dnYsWMHjhw5gvj4eCQnJ6NWrVqoX7++z8c0aNAAS5YswZkzZ5CXl4fU1FTccMMNfh+TlJTklvKpSEhIiJr/JJGK+9A63LfW4H61hp79OnAgMHasd0Py9HQJU6YAOTneX2+9ewNXXQWsWCFh4sQEDBzobGyelWVNdo/dDlw4NvFy/ryErVsT0KyZ+a/rSu/7NSEBUFnJQB74OWAN7lfrRM2+dTiABx5Q/eCUZBmQJMSPGwf07x8RaZnKfo2Efau7KuYbb7yB9957D4888ghsLjvz8ssvx+bNm00dnB7VqlVDcnIyFi5ciEOHDuHaa68N+Jjy5csjNTUVx48fx48//hjyoJSIiIzZskUEdfHxwHffaavSKEmAUh9r2jT3xuaZmSIIM1OgtgySJBqqXzg/SkREQODSx7IM7Nkj7kdudM/Y7dy5E61bt/a6PSkpCWfOnNH1XKdPn8b27dvdnnvTpk2oWrUq6tSpg2PHjuHff//Fvn37AABbt24FANSqVQu1atUCAHz44Ydo0qQJqlevjlWrVmHUqFEYM2YMGjVqVPK8Xbt2Rb9+/XDvvfcCAH788UfIsoxGjRph+/btePDBB9G4cWOMGDFC384gIqKw+OorcXnNNcB//qP9cceOqd+emysanpvZk03PsYlrhUoiolJNa+nj3Fxg8WLrUy+iiO4Zu3r16qk2Cv/hhx/QpEkTXc+1bt06tG7duiRQHDt2LFq3bo3HH38cAPDtt9+idevW6N27NwBg0KBBaN26Nd5+++2S59i6dSuuu+46NGnSBE8//TQeeeQRTJo0ye11lFRNxcmTJ3HPPfegcePGGDp0KDp06IAff/wxIqZQiYgoMCWwu/567Y9RZtDUKLNqZs6gaT020Xo/IqJSITVV2/3GjLE+9SLK6J6xGzt2LO655x7k5+dDlmWsWbMGn332GV544QW8//77up6rU6dO8Fe7Zfjw4Rg+fLjf53jxxRfx4osv+r2PZx+8gQMHYuDAgVqHSUREEWTrVmDzZpGGqSHrvkSoZ9C0HptovR8RUamQlSUaZ/r7wAaAw4fdf7Yi9SLK6A7sbrvtNpQtWxaPPvoozp49ixtvvBG1a9fGa6+9hkGDBlkxRiIiohJffy0uu3UDqlTR/rhQz6ApxyaBmn5nZZnzekREMcFmAx57DLjjDn2Pu1BYBaNHA337lsq0TN2pmAAwZMgQbNu2DadPn8aBAwewd+9eDB48GCtXrjR7fERERG6UNMwBA/Q9LtQzaDYb8NprvoM6AJgypVQeexAR+ffXX+IyMdH99urV/T+ulBdW0T1j56pcuXIlzbm3bduGrKyskvYHREREZtuxA9i4UQRDegsZh2MGLScHaNcOWLXK/fb0dFxoy2DeaxERWcrhEAGT1cVKjh8H3n1XXP/6a6BCBedr5uYCN90U+DlK6eLloAI7IiKiUFLSMDt3BqpV0/dYZQZtwAARxLkGd1bNoO3fD6xdK66/9x5QvjyLtxFRFLLbRfUp13Vv6eniQ9XsM1RvvQWcOQNccoloQCq5tChfvFjbc5TSxcuGUjGJiIjCwWgapiInRzxHWpr77Skp1qy3/+ADoKhIzNrddhsweLAozMKgjoiiht0uPnQ9i5koxUrMrER57pwIFgHgoYfcgzrAmXrhebtCkoCMjFK7eJmBHRERRYXdu8XsV1wccN11xp8nJwfYtUs0NM/OFrf17m1+UFdUBLzzjrh+993mPjcRUUgofWLU8tet6BPz0Uei2mXdusANN3hvV1IvAO/gjouXtadifvvtt36379y5M+jBEBER+aKkYV59NVCzZnDPZbOJmTNZBubPB77/XgRi8SYuUPjf/8QJ7pQU4zOMRERhFco+MUVFgNKL+oEHfH8gK6kXaqmhpXzxsuavsOs0nB6VfE2LEhERBenLL8WlnqbkgWRlicDr6FFg+XJz+tcppk0Tl7fcApQpY97zEhGFjNYiJLm5Yv2bkcIqSlEWux345x+galXxwelPTo6ooBWKYi5RRHNgV1xcbOU4iIjIZKEqYGb16zkcYrbul1/Ez3qakgcSHw/06SOyf+x28wK77duBH38UmUF6WzEREUUMrUVIRo8Gjhxx/qy1sIpaUZaiIvEBGuixSuoFleAaOyKiGGS3A5mZonrkjTeKy8zM4Ne4OxzipOxnn4lLZVmFVa+nPK/rUot27cxdq9+vn7icM0d9GYkRytq6a64BGjQw5zmJiEIuULEShWtQB2grrOKrKMupU+YXZSklGNgREUUxtUBLSwEzXwGaP76Ct4cesqZgWqgKsXXvLtoQ7NkDrF9v/HmUfTp9urMF0113mTJEIqLwcC1WokegwiqhLspSSjCwIyKKUmqBVt26wO23+/+uvP12/bNrvoKsvXuBl182/7s5lN/5ZcsCPXuK68EEoco+HT4cyMsTx0MFBcGPj4gorHJy1NMiq1f3/zjXwiqe9BRlIc0Y2BERRSF/s1lHj/p+nCyL7XpmwfwFWYEY/W4O9Xe+ko45e7b+x/r6WzgcwMCBzCYioihXXCx6zQDA448DM2eKfjGvvqrt8WoFWLQWZdF6PwKgM7BzOBxYunQpTpw4YdFwiIgokGACLV/8zYIFCrK00PvdHOrv/N69gYQE4K+/xD+ttPwtmE1ERFFt8WLg33+B5GTg4YeBwYNF0ZK0NG2PVyvAorUoi9b7EQCdgZ3NZkN2djaOHz9u1XiIiCgAMwItNcos2OLF7uvvcnODf269382h/s6vXBno2lVc1zNrx2wiIop506eLyxtucO/dEqiwiiQBGRnifp6Ux/ri77Hkk+5UzObNm+Off/6xYixERKSB1ZkpAwe6r7+7777gni/Qd7PDAWzenIJZs6SSQi5Llvh/Tiu+85V0TD2pk8wmIqKYdvq06DcDAMOGuW9zLayiFtzJsmgYrtb3xmYDnnxS/TWV5/L1WPJJd2D37LPPYty4cfj++++xf/9+5OXluf0jIiJrWZ2ZcuyY+89akzR8nbRVZsJ8tUm46KJ4PPZYBwwdGo/OnUVvWtfve8/nteo7v29f8dzr1olZNi2YTUREMe3rr4EzZ4CLLwbatvXenpMDfPWVelpm06b+e9Ft3y4uExPdb09PF88ZqI8dedHcoFzRq1cvAMC1114LyeXbVpZlSJIEBxcSEBFZ6qqrgKQk4Px59e2SJIKjsmXd0wTT04Fz50TgZnR9niS5P1b5Ghg3TgRtrq+XnAycOCGaf3/3nXtRl/R0sUxj0iTvsSjnCG++GbjuOu/etenpIqgz+zu/Zk2xb5cvFz3ttMxUKtlEubnq+1SSxHZmExFRVFLSMIcN8332LidHnBlbtkykJ8THi5SPLVuANWuANm28H5OXB0ybJq7PnAmkpIjHpqaKD0zO1BmiO7BbtGiRFeMgIooKIk1QwuHD4fv+mTbNGdT5CrTefdf9e1YZ6zffiAqOno/Tqlo14PBh58+uQdYLL7i/XocOQK9ewIIF3pU6lTYJF0at+lqLFwMffqj+e1i1z/v1E4HdBx+I3zXQ6ymZSAMGeG9jNhERRbXdu0X1S0kSZ9r8sdlEQRXF//4ngsKXXwa+/NL7/u+8A5w8CTRuLD5441io3wy6A7uOHTtaMQ4ioog3e7aEu+/OxtGjzo/O9HRxYB+qjJE//hANwQHgttuAH37wP5vl+j0LOLNmPGfBqlb1TsFU8+qrIuNGLcjy/F53OMQJW6OUoiOdOnn/HlYpW1Zc/vqrOOEMBP4b5+QAffoA337rfrtVM4tERCHxySfisnNnoE4dfY8dN04EdnY7sGMH0KCBc9v5885WCQ89xKDORLoDOwBYtmwZ3nnnHfzzzz/48ssvkZaWhk8++QT16tVDhw4dzB4jEVHY2e3AoEE2yLL71IvS/+2rr6yZWXI4nM+ZkgI8+KD4TuzZU8zKFRfrf03PrJnUVPE63boFHk9amvYga9my4CtqhrLoiN0O3HOP9+2uf2O1IK2wEPjlF3H9mWfE8QuziYgoqsky8PHH4vrQofof37y5+KKaNw+YPBl4803ntk8/FR/uaWnAkCHmjJcAGAjsvv76a9x8880YMmQINmzYgPMX8oFOnjyJ559/HnPnzjV9kERE4eTeq8w9bVCWRZbK7berrwULZjbPbvd+TgCoWBH4v/8Tr+s5S6aV2uya2WvFzAjKQlV0xF8/OuVvPHq0CIg9g7XvvwcOHRJr9MaPF/3wiIiiknI2cckSYNs2oFw5oH9/Y8/14IMisPvwQ+Cpp0R+e3GxMw9/zBjvwikUFENVMd9++2289957SHD59rrqqquwYcMGUwdHRBQJnL3K1NeCybJYQ+YZgCkzPXrK5yvsdvFYtR5pp04BK1fqf05//FWtNrpWLJigLNQtjILpR/fBB+Jy2DAGdUQUxex2IDNTpF66liaeP9/Y83XqBFx2maja9cYbYuH0uHHA1q2ieejttwc/ZnKjO7DbunUrrr76aq/bK1eujBMnTpgxJiKiiGJ05kmZ/Rk92lneXwt/s0eAc/bI7CLEvqpWG608Hah3rUKSZI+fxWUoi44Y7UeXmytOSAPALbeYOyYiopDxdTbx7FnjZyglSczaAcCzz4qAUVlbV1wsKmuRqXQHdrVq1cJ2pe+Ei+XLl6N+/fqmDIqIKJIEM/OkzPQsXqzex01NMLNHwcrJAXbtEoXQZs4Ulzt3GksnDTQLqHzn167tvi0cLYyM9qObPl0cn3ToADRqZP64iIgsF+hsImD8bKJSGKW42P3206eNB4zkk+7AbuTIkRg1ahRWr14NSZKwb98+zJgxA+PGjcNdd91lxRiJiMIqK0uZxTLY/A3AwIHiZOWNN4rLzEzf32dGZ4/Moqy/GzxYXAYzaxZoFvCll4Dt24vwzDPL8fHHRUEFksEINLuolhpaXCzWOgLArbdaP0YiIktYdTbR4QDGjvX9nIA16SelmO7iKRMmTEBxcTG6du2Ks2fP4uqrr0ZSUhLGjRuH+7R0cyUiijI2m1gmkJsrQQR3AXILVXi2EvBXadHo7FGkUqvC6dkmoUWLo+jVSw7bGjXXfnRqPf5kWWQQuQa5S5aIKt4VKwLXXx/a8RIRmcaqs4l6AsZQ9bSJcboDO0mS8Mgjj+DBBx/E9u3bcfr0aTRt2hQVKlSwYnxERGG3apWofAgAFSsW4NSppJJt6eliXfixY/oafrtWWvzPf0QxFCXoadUKSEpyNiH3ZKRCZbgZrd4ZSr56/CmKitx/VoqmDBoElC9v/fiIiCxh1dnEcKeflEK6UzFvueUWnDp1ComJiWjatCnatGmDChUq4MyZM7iFK8eJKMacOweMGCHS7m66qRgfffQDFiwoKll/tmuX6CcHBC4S4kk5WZme7p6mWauW/6AOCG1hkdJEbY3h44+LbffdJ6qfAsCJE8DXX4vrTMMkoqhmJBddi1hLP4kCugO76dOn49y5c163nzt3Dh8rjQyJiKKYw+EsdHLLLaIyc2oq8MorDthsQMeOstv6M1/ryKpW1fZ6hw+7/6wEdTfeKL5rXYWjsEhp47nG8JFHgGbNxN9p1Cjx3hg7FsjPF7e3aRPmARMRBcO10pWnYM4mWhUwkk+aUzHz8vIgyzJkWcapU6dQpkyZkm0OhwNz585FjRo1LBkkEVGo+GoKPmwYUKWK78eprSNzOIBu3YyPZdkysYbLNU3TdW0ahUZioki7bNsWmDFD/FPs3QvMns1Am4iinHKGcuhQ4MwZ5+3p6SKoC6Y0striZaafWEJzYJecnAxJkiBJEho2bOi1XZIkPPXUU6YOjogolJQ2Pmpr5SZOBFq3lpCU5L1N4bmOzOEQ34m5ufrW3yn27BFBXaSvTSsNcnPVb8/L810Eh4goquTkiFLFq1cD998P9OsX/NlEX4uXgwkYySfNgd2iRYsgyzK6dOmCr7/+GlVdcowSExNRt25d1PZsRkREFCW0tPF54AGbz2wVNYEqLWrBNeXhp7w31LgWwenblyeeiSiKyTLwxx/i+h13AE2bmvO8gUojk2k0B3YdO3YEAOzcuRMZGRmIi9O9PI+IKGJpqcq8d6+ELVtS0KeP9uf1dbKyenXvtXVquKY8/Fixm4hKhX//FY3DExKAiy8297mjoTRyDNDd7qBu3boAgLNnz+Lff/9FQUGB2/ZLLrnEnJEREYWQ1pmx48fLBL6TB7WTle3bAw0a+E7TjMaWBrGKFbuJqFRQZusaNULYmopSUHQHdocPH8aIESMwb9481e0Odo8noiikdWasSpV8Q8+vdrKSa8qjAyt2E1HYOByhS2H8/Xdx2by5Nc9PltOdTzl69GicOHECq1evRtmyZfHDDz9g+vTpuPjii/Htt99aMUYiIsspVZl9ETNoMpo2PWraa/pqk8CWBpGFFbuJKCzsdiAz073RaWamuN0KDOyinu4Zu4ULF+Kbb77B5Zdfjri4ONStWxfdu3dHpUqV8MILL6B3795WjJOIyFJKoZP+/b23KQf0Sh87M3FNeeRjxW4iCjlfZZpzc60rxcvALurpnrE7c+ZMSb+6KlWq4PCF1f8tWrTAhg0bzB0dEVEI+QqolBm0fv0MlLXUwLMhNgOEyMPZVSIKGX9lmpXbRo8GCgqAxYuBzz4Tl8Esh3I4gD//FNcZ2EUt3TN2jRo1wtatW5GZmYmWLVvinXfeQWZmJt5++22kcoEBEUWxTz8V322XXQZMmuQ9g1ZYGO4RUjhxdpWIQkJrKd70dPfyyunpIr3AyJmmf/4B8vOBsmWBevX0P54igu7AbtSoUdh/ofTXE088gR49emDGjBlITEzERx99ZPb4iIhCQpaBDz4Q12+7jVWZSR0rdhOR5bSW2PXsmRNMmqaShtm0KcCWZlFLc2C3c+dO1KtXDzfddFPJbZdddhl2796Nv/76C3Xq1EG1atUsGSQRkdXWrROVnsuUAQYNCvdoiIio1DKaASfLYuHv6NEivUBPOgHX18UEzSF5gwYNUK9ePdxyyy349NNPsffCFHG5cuVw6aWXMqgjoqimzNb17w8kJ4d1KEREVJoFKsXrj5KmuWyZvscxsIsJmmfsFi5ciMWLF2Px4sX47LPPUFBQgPr166NLly7o3LkzOnfujJo1a1o5ViIqhULRwufsWbH2HABuvdXc5yYiItLFtRSvUVrTORUM7GKC5sCuU6dO6HRhYUF+fj5WrlxZEuhNnz4dhYWFaNy4Mf5QutYTEQXJbheFwVzXkAezNtzf6+TlifXiHTua97xERESG5OQATz8NPPaY++3Vq3uvrVOjJ52zoAD4+29xvVkz7Y+jiKO7eAoAlClTBl26dEGHDh3QuXNnzJs3D++88w7++usvs8dHRKVUKFv4KGmYt9zCNeNERBQhKlcWl+3aAffdJ4K19u2BBg3El6FaOwRJEmdAs7K0v87ffwNFRUClSuKxFLV0HcIUFBRg6dKleOqpp9C5c2ckJyfjzjvvxPHjxzF16lTs3LnTqnESUSmitYVPMC17FDt2iPY/kgQMGxb88xEREZli0yZx2a2bs9FpYqJIWwG81+ApP0+ZYrxwipF1fRQxNM/YdenSBatXr0a9evXQsWNH3HHHHZg5cyZ71xGR6bS28Fm2zHjpeWXtnvL92L07kJFh7LmIiIhMpwR2rVq5356TI9JW1NYqTJlivNUB19dFPc0zdsuWLUNKSgq6dOmCrl27onv37gzqiMgSWtd8610brrDbgcxMoHNnYM4ccdv69eJ2IiKisCssdAZcrVt7b8/JAXbtAj7/XPwcFwf89ZexNQrK63B9XdTTHNidOHEC7777LsqVK4eJEyeidu3aaNGiBe6991589dVXOKxlIScRkQqHQ6RDfvaZuKxRQ9vjUlO9HxsoPVNZu+c5I3jsmLidwR0REYXdn3+KoiaVKokzkWpsNuD660WPnuJiZwEUvZTCh5yxi3qaUzHLly+PHj16oEePHgCAU6dOYfny5Vi0aBFeeuklDBkyBBdffDF+V6J+IiIN1Cpf1qwpTj4WF/t+XFwc8PPPwM03a6+aGWjtntG+rkRERKZyTcP0t+5NkoCWLYElS4Bff/VO2wzk7Fmx2BxgYBcDDNd/K1++PKpWrYqqVauiSpUqiI+Px59//mnm2IgoxvmaPTt40BnU+VobXlwMPPus92OVqplqM2961u4RERGFja/1dWouuURc/vab/tf580/x5Ve9uvZ0GYpYmgO74uJirFmzBi+99BJ69uyJ5ORktG/fHm+99RZq1aqFN998E//884+VYyWiGOJv9kxRpQqQluZ+W3o6MGMGUL68+mP8Vc20eu0eERGRKUIV2LFwSkzRnIqZnJyMM2fOoFatWujcuTNeffVVdOrUCQ0aNLByfEQUowLNngHA8ePAl1+KtMj9+8Wauqws8dgzZ3w/zlfVTK31nlgXioiIwkaW9QV2LVuKy19/da4r0IqFU2KK5sDu5ZdfRufOndGwYUMrx0NEpYTWWbFDh0T7HiOPzc0VBVWUoDAzE4iPF31Y1Rjp60pERGSqPXvEmc34eKBp08D3b9ZMLDw/fFisZahVS/trsXBKTNEc2N1xxx1WjoOIQkzp4+Y6ExbKgiHBzJ5pfeyYMeJ7TuEa1EmSexqo0b6uREREplJm65o2BZKSAt+/XDng4ouBrVtFOqaewI6pmDHFcPEUIopern3cbrxRXGZmOguO6G0hYERWlvf6OVeSJBqGq82eZWWJmbVA2SaeXViUoG7kSPW1e199ZawFEBERkWk2bhSXav3rfFHW2f36q/bHnDwpZgcBpmLGCM0zdkQUG5RKlJ5FS5RqkuPGiYBOawsBo2w2oHFj8bqeAs2e2WxiPAMGeM+8BSJJwA8/iOrOK1eGb8aSiIhIlZ71dYpLLhGL0vUUUFHSMNPTRS88inoM7IhKkUB93ADg5Ze9tylBXzAzWp6pn3//LfrQSRKQkgIcOeK8b3q6COr8vVZOjhiPZw+86tW9Z+pcKYVVVq50L6xCREQUEYwEdkoBFT2BHQunxBwGdkSliJZKlGqCbd6t1oRc8dxzwEMPGVvvl5MjxuP62Nxc4KabAj+WLQ2IiCjinDgB7NolrivBmhZKKuaffwIFBUBiYuDHsHBKzGFgR1SKBBPM+GohEIiv1E/FxReLIM7o7JnnYxcv1vY4tjQgIqKIo6yRq1tXNHPVqk4doHJlsW7ur7+cgZ4/LJwSc1g8hagUMSOYUVoIaCmsEqgJuSQBY8eaW5wlUGEVf0VZiIiIwspIGiYgvtz0NipnYBdzGNgRlSJK0BOMMWN8V9P0FCj103UW0CxKYRXAO7hjSwMiIopoRgM7QF9lzEOHxD9JApo00f9aFJEY2BGVIq5Bj1GehUmUwip2u3ebBLWKl2rMXu+mFFZhSwMiIooqZgR2gWbsHA5gxgxxvVYtoEwZ/a9FEYlr7IhKGV/FrzIygEGDgEmTxM9aWwgohVVuv927QErVqtqew4r1bmqFVdjSgIiIIlZBgbOgiZ4edgotlTE9q5nt3y9Sb8zuaURhwcCOqJR57z1x+Z//AA884B30tG1rrIXA0aPetx875n8skiRm0axa7xZMURYiIqKQ2rIFKCwUPeXq1NH/+ObNxRfrgQMizbJGDbfN0uzZ4gyur0a2TGmJegzsiEqR/Hzgo4/E9TvuUA96gmkh4I9nI3GudyMiInLhmobpqwKYP+XLAxddBGzbJmbtunVzbnM4YBs71ncj22B6GlHE4Bo7olJk9mwxs5aeDvTs6ft+ykzX4MHi0nOtmhHVqrn/zPVuRERELoJZX6fwsc4uZcsWSP4WvltRzYxCjjN2RKXIO++Iy9tu03dCTqmmmZurfe2dp1dfFQEi17sRERGpMCuw+/prr8CuzPHj2h5vdjUzCikGdkSlxNatwJIlQFwccOut+h6rVNMcMMA7pVKrtDSudyMiIlIly+YEdkoBFY+WB/lam51bUc2MQoapmESlxLvvisvevY31svPXQiAlhQ3BiYiIDNu9Gzh5EkhICK6vnJKKqRRiueBo06aQ/a2r4Jd1TGBgR1QK5OcD06eL63fcYfx5cnKAXbuARYuAmTPF5a5dzqCRDcGJiChmeTZrdTi0bdNCma1r1gxITDQ+xrp1gYoVReuEv/923m6zwfH00+qP4Zd1zGAqJlEpYLeLoikZGUCPHsE9l1oLAWU2z7NNQnq6+J5ggRQiIopqnv3fAPEl99pr4rqvbVq+AB0OYM4ccb1WLfGz0QArLk7M2q1YIdIxXZrXSjt2iCsJCW6zefyyjh0M7IhimMMhPtuffVb8fMst1p2MY0NwIiKKSXa7WGSu1v+tf3/1x2jtDecZMP7wQ/ANw5XA7rffgBtvBAAknD6NuKlTxfZPPxU97vhlHXMY2BHFqFWrUnHPPfFwrW787rvi896qk3JsCE5ERDHF4RCBl6/+b75o6Q3nL2AMpmG4UkDFpTJm/e++g5SXJ5qYDxggZvYo5vCvShSDZs+WMHHiFfBsWXPggPg8t9vDMy4iIqKosmyZe4qlHv56w2kJGEeP1r9WD3AWUFEqY544gQbffSeuP/EEg7oYxr8sUYxxOICxY5Uzg+7VTIL9riAiIipVzOjrpvYcgQLGYBqGN28uLvftA44cQdzrryPh7FnIzZpxHV2MC2tgt3TpUvTp0we1a9eGJEmYoywcvcButyM7OxspKSmQJAmblIpBLnbs2IF+/fqhevXqqFSpEgYOHIiDBw/6fV2Hw4HHHnsM9erVQ9myZdGgQQM888wzkI12XiaKIMuWAbm5EjyDOkUw3xVERESqgq0KGanM6Oum9hxaA0YjgWXFikD9+uL6888j7tVXAQCO//6Xs3UxLqx/3TNnzqBly5Z48803fW7v0KEDJk6c6HN7dnY2JEnCwoULsWLFChQUFKBPnz4oLi72+boTJ07EtGnTMHXqVPz555+YOHEiXnrpJbzxxhum/F5E4WTldwUREZEXu10U/OjcWRTr6NxZ/BwLef9ZWaJqpK9mrf746w2nNWA0Elja7WK2DgBefRXSmTMottlYIKUUCGvxlJ49e6Jnz54+t998880AgF27dqluX7FiBXbt2oWNGzeiUqVKAIDp06ejSpUqWLhwIbp166b6uJUrV6Jv377o3bs3ACAzMxOfffYZ1qxZE8RvQ2Scw2FeNUkrvyuIiIjcWFUAJFLYbKJC5YAB3tskyfl7u1535as3nBIw+krHlCSxXW/DcB9/D8nhgG3wYNHqIJr/HuRXVFfFPH/+PCRJQlJSUsltZcqUQVxcHJYvX+4zsGvfvj3effdd/P3332jYsCF+/fVXLF++HJMnT/b7WufPny/5OS8vDwBQWFiIQtdeIKSZst9K+/6bPVvC2LG2C+mTQlqajMmTHejXT396cNu2QFqazWc6piTJSEsD2rYtQinf9brxPWsN7ldrcL9ag/vVhcOB+PvvB2TZ+9tGliFLEjBqFIp69Qp4tjKi92ufPpBmzYJt6FBILseCcloaHK+8AgCwjR0LyaVimQzA8f77kPv0ga8vW+mVV2C74QavfSdfmB10TJoEubgY8JOF5sbP30O6MCZZ49+DAvN8z0bCezeqA7u2bduifPnyGD9+PJ5//nnIsowJEybA4XBgv588swkTJiAvLw+NGzeGzWaDw+HAc889hyFDhvh8zAsvvICnnnrK6/b58+ejXLlypvw+pdWCBQvCPYSwWbUqFRMnXuF1e24ucMMNNowfvxbt2unPmeza9SJ8/HEziI9x1493GbIMDBmyFj/+yFxMo0rze9ZK3K/W4H61BvcrkLJ5Mzp4ll92IckysHcvVk+ahKMtWmh6zojdr/Hx6BUXhwQAf9x0E443aoSjTZs6A6TXX0fKli0oc/w4Gs+YgQoHD2Lzhg34NyXF91MWF6NHfDxsRUVut59LScHvt96K/UlJwNy5modoxd+DAlPes2fPng3zSKI8sKtevTq+/PJL3HXXXXj99dcRFxeHwYMH49JLL0Wcn8WhX3zxBWbMmIGZM2eiWbNm2LRpE0aPHo3atWtj2LBhqo95+OGHMXbs2JKf8/LykJGRgezs7JI0UNKnsLAQCxYsQPfu3ZGQkBDu4YScwwHcc4/yX9D73JokyZgx4wo8+WSR7hNr06eL5ytXDnD9nElPB155xYF+/VoDaG106KVWaX/PWoX71Rrcr9awZL86HJCWLy/Jx5c7dIiKGRXpQvZSIG3r1oXcq5ff+0T8+3XzZiScOwe5QgU0fPddIF7lELpPHwBAXNWqwKOPouUff6D5hcIlaqTp02ErKoJ88cVwvPmm6EmUmoqEDh3Q2mbT/S1t5t+DAvN8z+Zp3P9WiurADgCys7OxY8cOHDlyBPHx8UhOTkatWrVQX6kGpOLBBx/EhAkTMGjQIABAixYtsHv3brzwwgs+A7ukpCS3lE9FQkJCZH4ARZHSug9XrIBXnzlXsixh717gl18SdDX93rYNmDNHpHAuWVKE06cTXNbuSbDZov6/fdiV1ves1bhfrcH9ag3T9qvdLvqZua61Sk8X67oifS1URoamu8VnZIi1XRpE7Pt17VoAgHTllUgoW9b/fYcMAR59FHFLliDu8GGgdm31+336qXjOESMQ37178GO04O9BgSnv2Uh438ZMzdNq1aohOTkZCxcuxKFDh3Dttdf6vO/Zs2e9ZvRsNpvfSppEZtNalTI3V18F6UmTRFB4+eUH0LIl0KkTMHiwuIyCE8BERKWHUujCs4CGUngk0qtKBqoY6a8qZLRZsUJcXnVV4PtmZgLt24sCJl98oX6fnTuBJUvEPrpQLDBoAf4eciz9PUhVWAO706dPY9OmTSX96Xbu3IlNmzbh33//BQAcO3YMmzZtwpYtWwAAW7duxaZNm3DgwIGS5/jwww/xyy+/YMeOHfj0009x/fXXY8yYMWjUqFHJfbp27YqpU6eW/NynTx8899xz+N///oddu3Zh9uzZmDx5Mvr16xeC35pI0FqVcswY7RWkDxwApk8X1/v122bKOImIyAIOh5ipU6ukqNw2enRk94NTKkb66wPsqypktFm5Uly2b6/t/oMHi8uZM9W3f/KJuOzaVQRjZlD+HoBXcFfyF4qVvwepCmtgt27dOrRu3RqtW4ss4rFjx6J169Z4/PHHAQDffvstWrduXdKWYNCgQWjdujXefvvtkufYunUrrrvuOjRp0gRPP/00HnnkEUyaNMntdZRUTcUbb7yBAQMG4O6770aTJk0wbtw43HHHHXjmmWes/pWJSmhtjXP4sPvP/k7kvv46cP480LZtMZo2PWbeYImIyFzLlvkudQ+IYGnPHnG/SNa5M1CmjPftCQnR3+pAcfAgsGOH+MJu21bbY66/XjQDX7sW2L7dfZssO8/C+lgCZFhOjtjvaWluN5+rVg2OWbNi4+9BPoV1sU2nTp0g+znLM3z4cAwfPtzvc7z44ot48cUX/d7Hsw9exYoVMWXKFEyZMkXjSInMZ7OJE2dqrXH8kWXx3TJ6NNC3r/PEW14e8NZb4voDDxQb6qVKREQhojUfX+v9wuW114D8fKB5c3F9xw7gzjtFif/WMVKkS5mta94cqFxZ22Nq1gS6dQPmzwdmzQIefdS5bfly4J9/gAoVACuyxXJyxAHChQa5RdWrY0FeHnpdKO5CsStm1tgRRSO1oloAUL26/8cpJ3IXL3auvxs/Hjh5EmjUCOjTR3//OyIiCiGt+fg1auhbaB1KeXnO1L/HHgO6dAFGjnSu4fruu/CNzUx60zAVrumYrhMZymzdwIFA+fLBj0+NzVayyF7u2JHpl6UEy+MRhUlBATBunLg+fjzQo0dJpWvk5gI33RT4OQYOBI55ZFx26SKyP4iIKIIp+fj+0jHLlweGD4/ciplTpwInTgBNmgD9+ztvv/ZaURjk22+B++8P2/BMYzSw69dPzF7++Sfw229Ay5aiB5FSUMXsNEwq9Xj4R6WWwxHek6BvvinS7mvWBB55xL16pUdqvE+eQR0AvP02MHs28zCJqBQI9wd5MFwLXfhy5kzkVsw8fRqYPFlcf+QR9xkhJeVvyRIR+IWDWe+N/Hxg3TpxXUtFTFeVKwMX6kTgs8/E5Zw5wKlTQL16QIcOxsZE5AMDOyqV7HZRXVJrtUmzHTkCPPWUuP7cc0DFiu7btRZW8eWBB2xRdXxDROSTrwP0cH+QmyEnRz0lMz0dKFdO/TGRUjHz7beBo0eBiy4CbrjBfdvFF4tZvKIi4IcfQj82M98bGzaIFJsaNQA/PZJ9UtIxP/sMKC52pmEOHcr0GjId31FU6oSrbZDrscnIkWI9XKtWIsvGk5+KxQHJMrB3r4QtW1KCHDERUZj5OkB/6KHgPsgjZaZv+3aRg2+zifVoM2cCixYBH30kUvZ8CVfFTGW/ffSROCsJAP/9r/qCcaWfcKjX2Zn9Je+ahmnkbGvv3uLs7b//ijO68+eL24cM0f9cRAEwsKNSJVxtgzyPTebMEbdfd53v9cw+KhajalVtr3n8uEr5aSKiaOHrAH3vXuDll41/kEfSTN///icuO3YE/vMfZz7+oUPaHh/Kipmu+23ECJFiabP5Lv6hBHZz54oKmaFgxZe8nsbkasqWBS69VFx/+mnn7V26RNfsMkUFBnZUqoSjbZCvYxNAnLzz97mekwPs2iVO4ConcpU114FUqZJvaLxERGHn7wA9EH8f5OFK2fDl++/FpbIOS6G1YqbW+3nSO2Ppa785HMCgQer77corgWrVRAC4fLmxcepl9pe8LBsvnKKw28VaQ0+RslaSYgoDOypVQt02SMuxSaCThy4Vi9Gpk/jnb/2dJAHp6TKaNj1qfOBEROEU6ABdi9xc9+CloCA8KRu+nDrlPOD3DOwCLbSWJCAjw9lWQA+9M5ZGv8hsNjELCYjqmKFg9pf8P/+I2dPEROesmx7KvlMTKWslKaYwsKNSxeqToJ6smCH0t/5O+fmVVxxsWUMUKeuoSD8zzq6NGeMevKSlhT5lw5+ffhIpihddBDRs6L5Nywf9lCn6e5MZmbEM5otMScf85htjs696mf0lr6RhXn45UMbA8oZwpAlRqcbAjmKa53FdmTL+1z4HcxJUjVUzhL7W36Wni9v79WODcirlImkdFelnxtm1w4fdfz5yRNvjQrVuzTUNU+2LKdAHvd4+dkbXnwXzRda9O5CUBOzcCWzZomu4hpg90xlsGmao04So1GNgRzFL7biufXvn95fa574sAxMn6j8J6ouVM4Rq6+927oyMnrVEYaVlVoKzeZFD7W+xapW2xxrtCeOPWSkb/hQXi6IigDNdUY3yQf9//yd+LlNGVNI08kFvdPYomC+yChWArl3F9VCkYyoznf5mB/XMdAYb2IU6TYhKPQZ2FJN8Hdcpn/X33+99ElQ5PrDbRXaMGcd8Vi6TALzX3zH9kko9LbMSt9/O2bxIoXYGrkoVUUJfoZaKKEnAgw96f5BXr258LGanbPizYQNw4IAIfK6+2v99bTbR86x8edEse9s2Y6+pdVbIc23i0QDrtQPtNyUdM1Tr7Pr2BVJU2v0kJemb6TxxAvj9d3HdaGBn9UEAkQeVxiNE0S3QOm9JAmbPBnbsECfj9u8XJ8tkGbjmGvG5/+OPYl27Ij1dnATUe5JUOXk4YID6OABjyySIyActsxJqB6rKbJ6RFLdo5HCIfaV8AGZlhf6DSDkD5/lhrXz4Dhki/hajRrn/TdPTxQdnTg7wwgvuv0duLnDTTcbHFKoPZKXNQffuojBHIDabKN6xbBmwdi3QrJn+19Q6KzRmjHcaq0KS3P9eWr7IlBnJX34RTc0bN7b2/bZwofg/npwMfP65SAEdMwY4f15U6tRq9WrxuzZoANSsaWwsrgcBRvYdkU6csaOYozXbZOVK99muzp3FiXzAPagDgqtKnJMDPPyw9+1Gl0kQkR9G16qUpgp1kbD+UEulxaVLxeyLv5xzz7QFzxk8X9Rm9t57L3QfyEpg5y8N01ObNuJy7Vpjrxlo9kjhK6h74AFj6/1WrwYSEsT1u+6y/v324YficsgQIDtb/J9WZsRmzND+PMGmYSrMXitJ5AcDO4o5RtcqOxyicJeaYI/5Tp4Ul336cD0ckaWCWatSGirURUofNy3tDJS/hZ6cc62pb3v3ig/iGTOAJk3Etn/+MfKb6HfggDM469VL++OuuEJcrllj7HVdK23qJUmiieqOHfoWdivvN88G5Va9306cECk5ADB8uPP2m28Wlx9/rL06Z7CNyV1xUTyFCAM7ijlG1ypbVZVYlp0nZ2+7jevhiCyldVbCn1itUGe0KqIVrKoWqLVNQGKi+CC+8UbguefE7W+95Z2uYYV588Tl5ZcDtWppf5wyY/frryKt0IicHOeMlqtAaxN9pbr4+yILx/vt88/FOsRmzYDLLnPefv31Yo3dH38Amzb5fw6HA/j5Z2dTdT3pm/5wUTyFAAM7ijnKcZ0vvtYqW3WcsXWrOFGXmOgsDkZEFtFSFS+QWK1QF0k9tawuGawn9e3aa0UfuRMngPff1/96eiln+jybkgeSmSmKghQWiuDOKKWwSEaGc/bo1Ve1PVbPF2A43m8ffSQuR4xwD+yTk0VaLyBm7XxR0pS7dXMGz336sLASRQ0GdhRz/GWb+FurbNVxhlLRulMnUdSMiCyWkyPW1nhKTxcHtaWlQp3DgZTNmyHNmiWqG+bmantcKGYsjZ6B00pP6pvNJipsAsDkyd5pg2YqKADmzxfX9QZ2kuRMxzS6zg5wzkRlZ+tfm6jnCzDUPdz++ksUaLHZxPo6T0OHisuZM9X/xpGSpkwUBFbFpJh01VVAXJxoFeTKtZiaJ+U4IzdX/WS/JInteo8zlMBOz1IKIlNEQuXDcJBlZzPkF18E6tRx/v7ffBN9FeqM/B3tdsTffz86uAZzycnaXi8UM5Y2G/DKK8ANN3hvM+tvoaS+aXHTTcBjj4mD+lmznGuyzKL8DRcsEOmeNWq4pwpq1aYN8MMP5gR2HTo4b7PiCzDUPdyU2bpevdRTXLOzxX4/dEgE166BdaC0UUkSaaN9+0be5wORC87YUUz6/HMR1F1xhfa1yv6WZij0HmecOiUKuwEM7CjEIqHyYbj8+qs4QC9XThysua5picQKdf6apRv5OyozD54zdCdO+B9HqGcslZmaOI9DkXD8LcqUEe8VAHjppeBSeT25/g2ff17cdvo0MGeO/ucKtoBKfr4zKHQN7LSuTdTzBRjKHm4OB/DJJ+K6a9EUVwkJ4v8Q4J2OGUlpykRBYGBHMenTT8XlzTfrW6vs65hPksT3gN7jjJ9/FhkfF10EXHyxvscSGVbaU4q+/15cdu8uDtg9KWl6ykF2/frhq1DnL3Az8nd0mXnwWz7GrLNXRh0+DDzxhLg+dWpkVAu8807RMPz334GJE9UDbb18/Q3PnjX2f1EJ7P76y1ihl3XrRDpozZqiP5srs096WBEs+jJ/PrBvn0i19tdCQpmJ/eYb9xMdoU4bJbIIAzuKOVu3ihOSNpt6lk8grkszZswQJxRlGTh+XP9zMQ2TQi6SKh+GixLY+TvAs9mAgQPF9X37rB+TGn+BW//+orFmoL9jQYH7bN/ixYHbCABAtWruP1esGNpZskceEX1gWrUSv2ckVAtMTga6dBHXH344+JluLb369P5frFlTpBbLMrB+vf4xuaZhqgX3Zpfl9xUsVqtmzvtNme1++mnx8+DB/hu+t24tKmaePy+qoSr/b2rU0PZ6sVpYiWIG19hRzFFm6665RvtntSfXpRnHjwP33itOKt9zj3fWkC+yzMCOwkBPSpHW9UfR5OBBZ5paoOIUmZmiBHp+PrB7t5i5CxUtAfjRo74fr/wd09PdG0prXUf36qviYPu770TBkAoVnFUDjfK3FtB126lTohk4ALz+euSsWbLbxf7wpMyQ6g1ErPq/eMUVwL//ive53v/DauvrPOlZm6hFTo54by1bJorUrFsHTJgQfFBnt4v/Q677+IsvRDDu67klCbj0UtH2YNIk5+2VK/t/LaOL7IlCjDN2FFNk2T0N0wxDhwKVKgF//+0sZqbF5s3ieKBsWaBjR3PGQhRQaU8pmjtXfBBcfnngs+s2myhzD4jUtlDS0qBbC9egDgi8jk6RliYO3p9/XgSD+/cHt34oUEqp67Y77hCP6dAhcg6UrZjptur/otLPTm8BleJiZ9Ntf4GdFZRgUTnL+fvvwT2fr9nuw4f9p7ja7c6DBFcnTzqvW502SmQhBnYUMv7qA5hl5UqRRVKhgmhNZIaKFUVLHAB44w3tj1Nm67p2VV/mQ2SJUFeiizRa0jBdNW4sLkMd2IUrsPYsWJGU5Jzd+OwzY88ZKKW0f3/1IHbFishZ72lF8Qyr/i8aLaCyZYsI/MuXFymw4dCihbjcvNn4cxgNwrWkxqakRFZhJSKdGNhRSKidzL3oonisWiW+0MwK+pQTcf37i4J4ZrnnHnE5dy6wbZu2xzANk8IiKwuoWtX39ljr1ebq/HnntLrewO7PP60Zky8hCKy9Dl99zTwolQK/+kqs2dNDy0G2P5Gy3tOK2TWrqkJedpl47L//itL9WilpmG3bAvFhWomjBHZ//GH87240CNcyS370qGibEAnFfIgMYGBHlvN1MnffPmDixCswYUKcKVXZCwpEmwNAtCQy08UXOwO0N98MfP/jx8XsIQD07GnuWIj8Wr8eyMtT3xbrKUVLlogy8qmpokiCFk2aiMtQz9hpOehXmqn7uk8gngG+r5mHTp1E369jxwLnm3uehdNarEVNJJWQt2J2TakK6asvHGDs/2KlSs4TEnrSMbWsr7PaRReJFJZz54B//jH2HEaDcK2PO3QoMor5EBnAwI4s5f9krvhimzw5zpSq7HPnioAqNVUEh2a77z5x+X//B8yb5392ccECcXvTpiJIJbKM64H2V1+JIgVFRSJdKz3d/b7ly8d2SpFrGqbWKkfhSsV0LQXvSTnof/dd9YqC1atregnHzJlY/swzKPr4Y/8zD64VQv2lY6qlXiiPC0YkrPe0anatXz8RzHgKNr3PSDpmJAR2Npv4YgSMp2MaDcJLe5o6lQoM7MhSgTMfpAv/3BlZq66kYd54ozUn2LKzxef9qVNi9s7f7CLTMCkkPA+0r78eOHBAHID+/LOzbPn48eL+cXHijRyLZFn/+jrAWTzlyBHxL5RycoCXX/a+3fWgX638/N69moIQuWNHHG3RAvKgQYFnHpR0zG++Ac6c8d7uK/Xi2DEtv6l/kXAg7a/nGiDeX0Zm1376Cdi+XcxS2e3mpffpLaCyZ4+o/GqzAVdeafx1zXDJJeLSaGBnNAgPZcN0ojBhYEeWCuZErJYsHWWy4v33xfEIYH4apmLOHPXfx3V20eEAFi4EZs8W2665xpqxEPk80AbEbQsWOCvRPf+8yCfOy1OvCBcLtmwRB8tJSaJikVblywN164rroZ61A0TqKABcdZXvg37l76ikhiUmmt/4uU0b0e7hzBnvkv9aik4YEWkH0r56rgFAQoJY26bXc8+JyzvuELN3ZqX3uc7Yafm7KNUwW7USFcHCSVln99tvxh6vZbZb7f0fyobpRGHCwI4sZcaJWF/BoetkxciRIvssPh7YsSP41/SkHNeoUb5Tb79djKdrV+cSp+HDI6foG5nE4YC0ZIm15V01jEFX4+O4OGcFoKlTzT9AjwTKbF3XriJY0yNc6ZiAOGMEALfdpu+g31cQYjTFT5LE6wPe6ZhGWzO4HjxHy4G05wzpwoXA1VcDhYWiB5sey5aJdZ+JicC4ceaOs2VLEWwePSrGG0gkpGEqzKiMqWW229fjzPx/QxRhGNjFsFC0FwgkKyv44K5GDe/fw9dkRVGRyEYzO5jSUoTr6FH1AjF61wpS5JJmz0b27bcjvnv34Cr9BMtIVbjhw0XA88cf4j+SFcL5oWMkDVMRrsqYu3cDmzaJwNvIuNXSNINJ8VMCu3nzxIJlhdbUC7ViLV9/Lf5F04G06wxp586iiXpcHPDll/r+7yizdSNGeK93DVZSkgjuAG3pmJEY2G3fDpw9a/x5lKbirVvre/+b/f+GKIKEqd4tWc1uFyf0XY/90tNFFkIoP7scDtFTTp3rrIF6znu5cuJ41PX3SEsD8vMDT1b07WveiWCjKaWyLE5Mmz0eCgO7HbZBg2DzfOMpubihPEg1UhWucmVg6FBg2jQxa2d2haFwfeg4HCKoU1LNevTQ/xzhqoz57bfiskMHoFo1Y8+hBCFmaNZMHHRv3izSdy+9VJyZq1FD2+O/+EKMZ/9+8bisLOeHXt++4kSD2rZI17KlSKWcNg24/35IL7+MtKVLIZUvL/4fqf0ea9cCP/4otilrXM12xRXAunUiHdNfEZuTJ52zY1ddZc1Y9KhZU7zfjxwRKdSXX27sedavF5fduztPSmhl5v8bogjCGbsY5K9XrNWzR54n7MeOFX3fypUT1bRdpacD11233W8177Nn1X+Po0d9j8GKCtrBzDpGUkVvMsgl9dHrrepa6aegIDQzVkaru917r7icM0f0wDJLuD50lHzs665z/h2uvlr/64UrFVNJw+zbN7Sv649S2GLSJOes9JAh/quMKmvlOnXyXSbec51gtAR1imeeETPemzcjvkcPXD55spi5d52xd/0CHDNG3DZkCFCvnjVj0lpA5ZdfgOJioEGDyChUI0nmpGOuWycujQaGRDGIgV2M0dIr1qp+sGqVsJWeb59/Lo75XDMftm0rwvDhWzBrlkM1SyfYBuNmVtAOVEwr1OOhELuQ+ujzz69E7+npwTdk1EJ5Q/riqyhF06ZAly7iIG/aNGOv7Xn2pqAgPB86ZgaTSmC3c6forxUKx4+L9VdA5AR2StVGTwcPivcMED1r5cy2ZIl6tVDl/fbQQ+5fgMoMspGCK1q5FlCZMcP3ySQlDTMSZusUwVbGPH8e+PVXcd3KfUwUZRjYxRgjS2/M4K9AHyCO/XydsO3XT/ZKd//oo+BS7wFzT0wGqoQd6vFQiGmNyg8fdv/Zqhkrmw146SX1bYEOtJWGjO++K5pR65ldVDt7k5YW+g8ds89g1agBVKkiHrttm2nD9Ot//xPja95czKSEm5aCPFWqRNdaObMEqp4ly6KQh9r/g9GjrZux/vNP8f89P1+Ug/Z1MimS1tcpgp2x+/13UdCmShXrZkSJohADuxhjZOlNsAIdDyhrzPwdY3kGfYcOGR+PVRW0/RXTSklha5yYZjQqtzJNU5k98AzeAh1o/+c/Yn3LsWOiH4fW2UVfZ2+09n4z80PH7DNYkhT6dEylP0ukzNZpqXx5/Lg461baik4YrQqqsGrGeuBA7y9ez5NJBQXA6tXieiQGdkZbHrimYQaTSkMUY1g8JcYYXXoTDD3HWFrXKhsdn9VZQTk56jUAvvlGfJdKkvv3bGnJUoo5Dof7H7liRbHGSElH08M1TdN1Ri+YwiKy7MxzfuEFkZKltSjFt9+qB2P+isCY0cfMzA8dK85gNW4MrFoVmsqY+fnADz+I65ES2GndV4cO6S9UEe3MashqVrGOQDPWytnU//xHNHk9dw6oVEn0sowUzZqJcR46JP5pLdCj4Po6IlUM7KKc5/FnmzZA2bK+l4lIkjieNHP2yIpjLGUJUW6u+neXJInK2mXLehfhmzLF2hPIasW0lNk8taKAVo+HTKZW3fFCxK68FQ2dH/aVpmkkjW3VKlEmv0wZ4NZbvcvM+xIopcxXCddgZiys+NCx4gxWKCtjLlwoGpOnpUXO+qBwnBWMFlY2ZDVC69lU15NJeXkiZTHUpbF9KV8eqF9fNJ7dvFn0n9RDqYjJwI7IDVMxo5jacpdq1fyv/Zdl82ePrDge8LemTfn53XcjqxUNW+PEAF/phhfOLhTfcw/yU1Lct1Wvbuy1giksoszW3Xij9qAOMJ7CGOyMxaRJ5n7oGC0e408oUzGVNMxrr/VfbTKUAlWIKs055WZUzwrHjHWo1vwaZXSdXX6+8zEM7IjcRMg3Cunl6/hTCequu873cU+VKuaOxarjAX9r2pRJjkiroB1p4yEdNCwWjfvmG8yfNg1FCxY4o/e9e40f9BkpLHLwoGiUDAD33KPv9YxOr2s9KPUMcpV9oqzxMYvNJoJFNUbzn5XAbutWYym3WhUXO/vXRUoaJqDtbFppzSkPpnqWFQGxGWt+rWrFoofRypi//QYUFYkz2RkZ5o+LKIoxsItCWpa7rF8vMhxcZ4/uvFNsGzfO3OMW1+88T8EeD3AWjEJGw2yWtHcvUrZuhdyxozN6T0wMvmSqnhmx994T1eDathUNpPUwOr2eleX/scrBq2dPk6+/FtsnTwa++87c4jHnz4tLzxkvo1Ua69UTf8tz58zt8adQ2kQ8+yxw4IBYt2l2k/hgaTmbVlr52jcZGcCDD0K1IatVAXEwM4iR1FjV6IwdC6cQ+cQ1dlFIy3KXPXuAlSvd14I1bSpa3WzYII6thgwxb0w5OSI77O673W83Y42Z2po2MoHnAs1ARTdincbgqszx4943+lpkWb26dzqUGq0BV1ER8M474rre2TpA2+JVtfVwkiR+F7V95Hrwmpjo/Z/1/vuB118XaQSuZ5SCLR6jBNNPPy36cwX7Po6PF8Ul/vhDpGNmZup/Dl/U1m0WFQHffx95wZKvClGl+bNBcWHfFC1ahE3z5qFVz56I79xZ7Ju2bUO3yFo5m6pWsUurSGisqgR2v/+u70QPC6cQ+cQZuyhkNJuqRg1gwgRx/b//FWnqZkpKEpfNm3N2LeKpLdC0qpl2tNAYXOX7ymVWm17WkqaZlqY9Tevbb8VzVq8OXH+9tse4CpRSJsvAK694H8RPmybSnxISgFq13LcFms1p315ceqYJBLPeZ+VKcYaqTBngjjvMy39W0jHNrIzpL28+ktY7uWJOuW82G+SOHZF79dVi5l7ZN6FOL/E1g6h1zW8kFMG56CLxf/jcOeCff7Q/joEdkU+csYtCwRQrGT0aeOstkWk0ZYo4yWjWSdnFi8Vl376lrxp2VFEONH31PyqtKVcaZrPktDQcbdrU93OoTS8HOrNesaLoSbdhg/p/RteZ1ZdfFreNHOk8k6KXr9lFZXyrV4v7KK9ZWCjytwER9N19t/bZHIfD+VhPrlU4e/XS9zsowemQIWKdjVnMroypJW9erQopRadQp5eoza62by8a3uudlQ8Hm02kEm3YINIxtcySnz0LbNkirjOwI/LCwC4KGc2mAoBy5cQSjxEjxKyd6+ODzYxSAjumTUYwrf2PSuOBpjKb1b+/97YLs1sOtdmsQHwFUjVrAqdOiSCiRg3nmjHA+Z8R8H4cANSpo28MamPyPCA8dAi44QYRvH34oWhg7uqSS0T6Z1yc9v/kGqtwSsuXax/7nj3OWa7779f+OC3MroxpRZNPIld6TiZFYhGcFi2cgV2fPoHv/+uv4nusVi2gdm3rx0cUZZiKGYWCLV5WoYK49DVhYyQzaOdOcXySkAC0a6f/8RQiRsvdh5NSdMJX0Y1A2/XIyVE/I3Ih3VDu18/483qmaeXmAo8+Kra7BnWA2Na/v/in9ve6667gU/g80+0GDgSU388zqAPEgdecOfpew4oml2+9Jf7GnTo5q+qZxexUTCt+f6JAoqkIjt4CKiycQuQXZ+yilNGG2A4HMGaM+rZgJmyU2bo2bUTf0agQScVDQjUWrQeQubnijxrufaNWdMJ1ajnQdr2KisRCfkAU/KhWzf33Lyw0/rt4nll3OESQokZLMQSzZ1YdDmDtWnNfU0/e+Jkzge937pxoYAn4brQejEaNxOXhw8DRo4Bnz0K92PSbwiVaiuDobXmgBHaXXWbNeIiiHAO7KGbkc9uqzKCoS8M0OyCIlrFoPYAcM8a9mmM49k2gtYDjxoleZmauFVy5Ejh+XBzQ3323tQdBWsrb+mJFCp8VHw4a88blDh2AH38M/HwzZojZxMxMbWlbelWoIMrX79kj+tkphV+MCiZvnihY0VBSWpmx275drJ8LhIVTiPxiKmaU01u8zIrMINf1dZHWlkmVryp1weSiWjkWM1MNtfY/8izRH+p9E2gtoCyrB3XKdsBYE97vvhOXvXpZf2bbjPQ7M1P4rPhwMFqF05PDIdJXn35a/Gxl0G1mOqaVTT6JYkHNmiIzorgYUqD/c6dPO/9fcsaOSBUDu1LGisygqFpfFyhgAIwFBFaN5fbbzW1L4O9A059Q7xsts1n+0hWNrhVUAjsrZoM8mZF+Z2YKn1Vpg77W+yiBza5d/h+vtObo0kX8TQERDFl1ksHsypg5OWL9oqdIXO9EFGqS5N7Pzp9Nm8Rne1oa05eJfGBgF8tUZnoCTdhIkshE0pMZpMzWXXmlqLoZ0SKpeIiWsRw9av7MYk6Oc+bDVaD+R6HcN2bNROl5nm3bRPpdQgJwzTXmvL4/WmdP1Rj5jxrseIJ5TbXiMe+9J7Y9/rjY92p8zWjv32/dDLLZlTELC4GlS8X1Rx5hk08iTxcCOylQYMc0TKKAGNjFKh8NqG3f2IOqqKkmqtbXRVKVOqOvYcbsWWKiuLz6aueB5quvanus0XHrSSk162ysnudRZus6dgQqVTLn9f3RUt7W3zazU/iCLber5fld88ZvuQXo1g3Iz4ftzjuR8ttvkGbNcr43wjW7bnZlzDlzxP+ZmjVFEMum30TuGNgRmYaBXSwKsG4rB3bVzKjkZP2ZQbr615m5VsyoSKpSF8xrBDt79ssv4rJPH+eBpucbwhcj4/ZxosHnjIsye+SPzWbu7FIo0zAV/sqSf/21+BfKkuWhLJMuSaLCZWIi4pYtQ4fHH0f80KHO98Zzz4Vndl1Jxdy5E8jPD/75pk4Vl7ff7jyhQkROFypjShs2IG3pUkhLlqgfH7AiJlFADOxijcaz3Dl9HSWZUTfcIG5u2VL/cds//2hcX6dyYB9/0UVIXbVK3wsGS0v6m9kpbsGMJRAjs2eyDCj7vW1bfeMJtG/UgncjxWpsNjE7pEaSxL+xY50/e24H9M0uHT/uDBD+8x9tjzGLWpqikqbnb1s4xmO2jRuBggLv23NzgSee0PYcZs+u16wJVK4MFBeLSn3B2LxZpGHabMAdd5gzPqJYc+H/mXT8OC6fPBnx3bt7n/jLyxOp8gADOyI/GNjFGh1ryJTMqBdfFJuWLBHHU3poWl/n68B+3z5cMXEipNmz9b1oMJR0M3+FN556KjRpUkYLmbgyMnu2Zw9w4AAQHw9ceqn6eHwFd9ddJy7VZl7VZuXq1hUzFUbS6ZKS1MeizB699JL67FLNmvpnl374QYyhaVOgfn3tjzOLv/K2ekvfWj0esygnodRo6eOnMHt2XZKc/ezeey+47II33xSX/fppnxEnKk3sduCmm7xv9zzxt2GDuKxTB6hRI3TjI4oyDOxijYE1ZJmZwFVXiWOpzz/X93IB0zD9zCBKF26zPfBAaNMyc3KA3r29b4+/0Nbxk0+A8+dDkzaqpL4lJLjfnp4ueqlZUchCScNs2dI7GveViqesOZs2Dahd2zul8qGHfM/KHT3qeyy+0umKi4HHHhPXx43zPXvkOrvUqpW47e679c8uhSMNs7QLpo8fYE0BGUAcSLo2qTdaifbECfFZAgD33mvmCIlig9Z1tAUFzoOTunXDs4yDKEowsIs1BteQDRkiLmfO1P5SmtbXBTh4kwBIe/eGptKiKyWwffRRZ8CwcaNoULxokagQaVaLgUBcg4lXXxWvv2uXWH8EmF/IQgnsXNMwXaml4h05AlxxBVBUBBw65H7/vXuBl1/WN8viyfOEhN0uSltXrAiMH+9/9kiZXbrnHvHzN9/oe+3CQmDePHGdgV3o6EmhDFUBGSW7wLNRspFKtB99JJ6neXNRpIiI3GnNMEpPB95+2/kYK7+PiaIcA7tYY7Bk+fXXiwmr9eudaeyB/POP+Ez2u74ukqpQKk6dEkEDINa9KAFD8+bOdTCnTrk/xsoG3X/8IYKLypXF2UslePE1e5aaGlwhi0CBHeCdihcXpz9PVw/XEw0Oh6geCIh1dCkp2p7j2mvF+3v9eme/My1WrBCzK9Wq+d8nZC6tJ6Geeio0xVzMqMKprDGdMQOYNEncdu+9wa2jJYpVWr/3Dx92/9nK72OiKMfALtZoWSelcpa7WjUgO1tc1zprp2l9XSRVoVSsWiVS/TIz3SsvOhy+c1GtLK+urB249FLvv5nr7Jmyjz74wPgB7fnzztfTE8QsWwbs22fsNQNJTwfat3emvj7+uCg1X6UKMGaM9uepUUPkFAP6Zu2+/15c9urFEvShpPUk1COPhKaYS7A9Ll3XmN50kzj4lCSRBUBE3ox+71v5fUwU5RjYxSJlpkdtpuOTT3weEN14o7icOVNbVp2mNgcBDt5kAHJ6emiqUCqUAzPP1wxX8/L168WlayETV8rs2ZVXip///tv4a/36qwjuUlKABg20P87qGdV69Zypr88/L27r3VvMYuqhFHfRUpDHdXYFEIEdhY7LSSg5UKplKIq5BJNd4KtAlCwDN9/MmQUiNcFUhrbq+5goyjGwi1U5OaLoBCBmZmrXFtf9HBD17Stm3rZvd7aL8UVz/zoNlR8dr7wS2pkS5YugQwf328OVNqrMoAUq4az01wqmcbJrGqaeL9NgZlQlSQSSnn3patQQfb327lWfDZwxQ/8BsRLYLVkCHDvm+36usysHDojbxo7lAXioKSehlM8nhZW9+nwxml3gL4VTwZkFIm9aMowCCeUyDqIowMAulv3xh7js3RsYMUJcnzXL590rVBDBHeA/HdPhENv37hWfy23aBBhHTg7wxReqH9xyXBzkZs0CPIGJCgqA1avFdc8Zu3CkjRYViVk0wPeMncLswE4PrWdWfc28vPuudzrdnj1AcrL/59N7QNygAdCihXiMkmLpydfsyv79XLcRDjk5KNq+HcufeQZFH38cml59agyuTw7bTD9RLPC1lrx6dW2PD+UyDqIowMAuliklu5s3d3YhnzcPOHnS50OUdMxZs9SPp5WJDqXtjNL6K+CxcPPm4gAnMVGkgy5ciOLsbMQVF4t2B8FUVNRj/XogP18sKmzc2H2b0QO7YPz1F3DunIiqL77Y/33DGdj5O7OqNAx/8EH/RS480+lWrvSusOnK6AFxv37ics4c721mFMgg89lsONqiBeRBg0LXq09lDEbWJ0dkgSiiaHJhLXnRggVYN3YsihYsECdLQv19TBQDGNjFqqIiYMsWcb1FCxFYNW0qZqzUDngvyM4GqlYV2WlTpri3cfM10aGpQJWyjuzyy0VU2LkzHJMnozg+HnE//ujsI2Y11zRMzy+MQMELYH55dWW/tG4tKk/6owSihw757w3ny8GDYiZEkkTrAr18nVl1bRiup8iFVQfESjrmDz94l63n7Ar54+s9DogCP2rv5UgsEEUUbWw2yB07IvfqqyF37ChOAof6+5goBjCwi1U7dogiGeXKicIUkuSctfPThTwx0bnUa9w4Zxu3unWB228PYqJDWbR3+eXO2xo2xI5rrxXXR40C5s+3viH48uXi0nN9nSJQ8GJ2epjW9XWAmNWrU0dcNzJrp6SgNm2qvyiJQq3HnWvwpqfIhVUHxK1aiTfsuXPAggXu2zi7QoF4vseVfpIrVgBr13rfX5np94UzC0TGhPr7mCgGMLCLVZs3i8tmzZwzQUpgt2CBzxkfu937WBgQs3L+JokCTnSoBXYAtl5/PeQqVcSB1DXXWNsQvLjYGdj5O8hSDuzGjxc/X3qpdWt+AlXE9BRMOqbRNExPZlUotCr1VZKcs3aes9OcXSEtXN/jI0eKypaASDf2PLtls/lubM+ZBaLgBDqZSERuGNjFKiWwa9HCeVujRmI2o6hINWhSlh8FQ3Wiw+Fwzkx5BHY1Nm0Cjh/3fowVDUi3bBGvVa6cSH30x2ZzBgcHDlhzUOZwOBula5mxAyIjsDOLlamvyt/uu+/E+12RleW/rxhnV0jNM88ASUmi2urcue7bNm8GPvxQXPecCefMAlHwQtHuhChGMLCLVa6FU1wNGiQuVdIxAy0/0kJ1omPrVrHWqXx5oGFD5+0OB1q8/776E1lRyEKZTmzXDkhICHx/ZU3bvn1AXp45Y3D199/AmTMi0GzUSNtjjAZ2DgewZo24HimBHWBdqk2HDqLFwtGjwNSpzhTfyZOB06fVH8PZFfKlbl3g/vvF9QcfBH7+Wbyn5s0Drr9eFGTq2RM4fJgzC0REFDbx4R4AWURtxg4ABg4EJkwQBx0HDwI1a5ZsCmZZkSSJY3HViQ4lDfPSS90OmKXly1FWa36n32Z5GgVaX+cpORmoVUvM2P31l4a+Djops5itWmkPJIwGdn/8IYLIihWdzxEpcnJEn41ly8SbMDVVvJGCCa7i44FLLhHv8zFjvLfffLPY5nomIz1dBHU8ECc1Dz8MvPWW+L/XrZv7tipVgOnTxQkjMz6riIiIDOCMXSw6d050GQe8Z+zq1QOuvFKsN/vqK7dNRpcVBZzo8LG+LuSFLJQZOz1pdkoQ9Ndf5ozBld71da7j2b3b98yTGiUNs02byJyNMjvVxm4XgZsvffty3Qbps2iRODmi5vhxVlIlIqKwY2AXi7ZsEbNd1aq5zciVUIqoeDQr11LLIiXFuwBcwKw5X4FdKAtZ7N4tZv/i4/WlIirpmMH0jvNFmbHTE9hVq+Zs3Lp1q/bHRdr6OisFWiwqSc5ZPK7bIC20vKfY/5CIiMKMgV0scl1fpxalDRwobl++HPjyy5L1RzY4AtayePddnRMdRUU+C4TIHTrgXEoK5FA0IFXOpl96qVjrp5VVM3bFxfpaHaiNSU+wWZoCO/aqI7PxPUVERFGAgV0s8rW+TpGW5pyJGjjQrcVADuwBa1noypr780+RGlqxInDxxe7bbDZsvu02cd1XcGdWIQu96+sUwVSh9GfHDuDUKVFpT++aN71jOnHCed8rr9T3WtGIverIbHxPERFRFGBgF4sCBXZ2u3pQcKHFQA7s5i0/UtIwL7vM2U/Pxf527eCYNcs7kgREkRez1jwZWV8HOAPgHTuAwkJzxgI419e1bKmtQqcrvYGdUg2zQQNnGmcsY686MhvfU0REFAUY2MUiX60OAP9rRVxaDNjgMGf5ka/1da4v26+fe37nwIFiw8aNBl/Uw9GjYt0hoH/GLi1N9D0rKnIWpDGDkfV1Cj2BncMhUm0BUTinNKwBsqrxOZVefE8REVEUYGAXa44dE33XAKBZM+/toV4rosxMBVpH5prf+fzz4rYffhAzZcFasUJcNmkiio/oIUnOWTsz19lp3S9qlMBu2zagoMDn3VJXrUL8RRcBH30kbvjpJyAz09ym75HIysbnVDrxPUVERFEgrIHd0qVL0adPH9SuXRuSJGHOnDlu2+12O7Kzs5GSkgJJkrBJKcLhYseOHejXrx+qV6+OSpUqYeDAgTh48KDf183MzIQkSV7/7rnnHhN/uzBRZuvq1gUqVfLeHsq1IoWFzsIpfmbsvDRoAPToIa6//XZwY3A4gBkzxPX69Y3NWJm9zk6Wg5uxS08Xs4gOh89ZRGn2bFwxcaJIr3V1Id025oM7qxqfU+nF9xQREUW4sAZ2Z86cQcuWLfHmm2/63N6hQwdMnDjR5/bs7GxIkoSFCxdixYoVKCgoQJ8+fVBcXOzzddeuXYv9+/eX/FuwYAEA4Prrrw/+lwq3QOvrQrlW5I8/gPPngcqVRbCmhxJk/9//ieIrRtjtYobqiy/Ez//7n7EZK7Nn7HbuFAVNEhLU02UDkST/wabDAdvYseKunttc0m1jPi0zJ4e96shcfE8REVEEiw/ni/fs2RM9e/b0uf3mm28GAOzatUt1+4oVK7Br1y5s3LgRlS7MTk2fPh1VqlTBwoUL0a1bN9XHVfcoIPHiiy+iQYMG6Nixo4HfIsIoM3a+AjtlrUhurvMg35Ukie1mrBVxXV/na22KLz17ilnH3buBzz8Hhg/X93i7XcxMef6OyoyVnjPsZs/YKbN1LVoAiYnGnqNJE2DtWvUxLVsGyXOmzpVrum2nTsZeP1ooKb5EZuF7ioiIIlRYA7tgnT9/HpIkISkpqeS2MmXKIC4uDsuXL/cZ2LkqKCjAp59+irFjx0LyE3ycP38e58+fL/k5Ly8PAFBYWIhCM6slBsn222+IA1DUuDFkH+OSXnkFtkGDAEmC5BL4KP3kHJMmQS4uFr3WghC3di1sABytW6NYZSzKfvO1/+JGjoTt0UdR/OabcAwZov2FHQ7E338/IMuqM1ayJAGjRqGoVy9ta2IaNEACAPmvv1BUUKA/SPUQt2YNbACKW7eGw+B7J65hQ/Ecf/zh9RzSnj2a/mMX7dnj8z1C6gK9Z8kY7ldrcL9ag/vVGtyv1uG+tYbnfo2E/RvVgV3btm1Rvnx5jB8/Hs8//zxkWcaECRPgcDiwX+MasTlz5uDEiRMYHmBG6IUXXsBTTz3ldfv8+fNRrlw5I8M3nyyj16ZNiAOw9PhxnJo7V/1+SUlIfeghtHj/fZQ9erTk5nMpKfj91luxPykJ8PVYHa5euBBVAGyQJOzz83xKKqynxIwMZMfHw7ZuHZa99hpOePbB8yFl82Z08DNjJckysHcvVk+ahKO+ZjZd719UhP/YbIg7fRoLP/kE+XoLsHhot2ABagDYnJCAXQb3c60zZ3AlgLw1a7DE4zlSdu+Gltqfv+zejaMm/J1LI1/vWQoO96s1uF+twf1qDe5X63DfWkPZr2fPng3zSABJltXy8UJPkiTMnj0b1113nde2Xbt2oV69eti4cSNatWrltm3+/Pm46667sHPnTsTFxWHw4MHYsmUL2rRpg2nTpgV83WuuuQaJiYn47rvv/N5PbcYuIyMDR44cKUkDDbs9e5DQoAHk+HgUnTgROM3P4YCtVSvEbd0KxxNPoHjCBPOqup0/j/iqVSEVFqJw61ZRat9DYWEhFixYgO7duyPBRy832/DhiJs5E8XXXIPiIUOA1FTIHTr4Hac0axbihw4NOMSijz+GPGiQpl8nvnlzSH//jaJ58yB37arpMapkGfG1a0M6ehRFK1dC1lNUxtXffyOheXPIZcui6Phx9x6BDgdsF10EKTfXe8YSF2Zm09JQtG0bq/jppOU9S/pxv1qD+9Ua3K/W4H61DvetNTz3a15eHqpVq4aTJ0+GLTaI6hk7AMjOzsaOHTtw5MgRxMfHIzk5GbVq1UL9+vUDPnb37t346aefYNdQTCMpKckt5VORkJAQOf9JLhT3kBo1QkL58oHvn5AgGmRv3Qpb5cqwlSlj3lh++01UxaxaFQkXX+w3fdHvPrxQXCTuxx8R9+OP4rb0dFF63NcauYwMTUOMz8jQ3hy8aVPg778Rv22bs2KnXg6HWNt39CgQF4f4Sy7R35xc0agRkJgI6dw5JOzb5x44JySgSEm39SRJIth77TUkmPn3LmUi6v99DOF+tQb3qzW4X63B/Wod7ltrKPs1EvZtzPSxq1atGpKTk7Fw4UIcOnQI1157bcDHfPjhh6hRowZ69+4dghGGQKDCKWoyM8WljwI1hil92owUTlHY7cAjj3jfHqhkv1IgxhcjzYSDrYypVOhUgq3iYvGcRtsOxMcDDRuK62oFVCpXhgTnuskSLM1OREREFJPCGtidPn0amzZtKulPt3PnTmzatAn//vsvAODYsWPYtGkTtmzZAgDYunUrNm3ahAMHDpQ8x4cffohffvkFO3bswKefforrr78eY8aMQaNGjUru07VrV0ydOtXttYuLi/Hhhx9i2LBhiI+P+olLQWl1oKeEft264nL3bnPHolTENNKAGxCzW6NGqVfuDFSy32YDXnxR/XmNNhMOpjKmUqHTszF8sD3l/Iwp7kJT8uLbbmNpdiIiIqJSIKwRzbp169C5c+eSn8de6L01bNgwfPTRR/j2228xYsSIku2DLsx2PPHEE3jyyScBiGDv4YcfxrFjx5CZmYlHHnkEY8aMcXsdJVXT1U8//YR///0Xt9xyixW/WnhE0oyda6sDI5Yt8w6EXAUq2V9UJC7j453XATFjNWWK/uDG6IxdoABVkkSA2rev/vVuvgK748chzZkDACi+9VbYrrxS3/MSERERUdQJa2DXqVMn+KvdMnz48IDVKl988UW86Gt25gK1PnjZ2dl+XzvqFBU5D/D1zNhZEdjl5ztnD40Gdhqrmvq83/Tp4vKxx4Crrxb3S00V6ZdGCoYogd3+/cDJk6LpuhbBBqj++ArsZs6EdP48TmZmolzr1vqek4iIiIiiUozkIBK2bQPOnwfKl3cGa1ooqZgnTwInTgDJycGNw+EAPvpIBJqVKwO1axt7ntRU4/fbtUukHQLAsGHO3zEYlSqJ32XfPhFItW2r7XHBBqj+KIHdli3O2T8A+OADAMC/3bqhcZA994iIiIgoOsRM8ZRST0nDbN7cvfR9IOXLA0pftmDX2SkFQu66S/x88qSo1mhkDZlSAMVXYOKvAMonn4jLLl3MCeoUSiClJx0zmAA1kIYNxX44cQI4eFDctnEjsHEj5MRE7Ln6av3PSURERERRiYFdrDBSOEVhRjqm2QVCbDbR0gBQD+5kWb0AiiwDH38srg8bpu81A1HSMfUUUAkmQA2kbFlAaeuhjOn//g8AIF97LQojpb8iEREREVmOgV2sMFI4RRFsZcxgKlj6k5MjSvOnpXlvS0sTBUc8rVwJbN8uZiLNrv5oZMZOCVDV9o3RCp1qY/rzT7G2ccYMAEBxgLWpRERERBRbGNhFO4cDWLxYBDSA80Bfj2Bn7PQUCNErJ8e5Zm7mTOC778Q6wNxcYNYs7/srRVMGDAAqVND/ev4YmbEDxO/QqpX37Wb0lHMN7ObMAY4fBzIyIHftavw5iYiIiCjqsHhKNLPbxUyZa1A1fDgwdaq+YCHYwM7KAiGAmM1yrRj50EPAf/8LPPUUcMMNoqUBAJw7B3z+ubhudhom4Ayi/vlHFKpJStL2uIMHnamyn3wifp9gKnS6Uvo1LlrkDO6HDw/+eYmIiIgoqnDGLlr5WtN24ID+NW3BpmJaWSBEzX33AdWri0qgSqEUQMxY5eWJ36djR3Ney1VqKlCxopgl3b5d++M+/1w8pk0b4KabgMGDRaAabPBlt4sAFwD++APYsME5TiIiIiIqVRjYRSOz17QFO2NnZYEQNRUqAOPHi+tPPw0UFIjrShrm0KH6KoNqJUnG1tldWPeGIUPMG4sS2B865L3tnnsgzZ5t3msRERERUcRjYBeNzF7TpszYHTsGnDqlfzyuFSw9mVEgRM1ddwG1aolgdMIE4K23gPnzxbahQ817HU9619lt2wasWSN+9xtuMGcM/gL7C2wPPKC/WA0RERERRS0GdtHI7DVtlSoBVaqI60bTMXNygC+/9J61M6NAiJpy5YDevcX1V18F7rlHBDqJicBvv5n7Wq70ztgps3XduwM1a5ozBg2BvbR3L1K2bDHn9YiIiIgo4jGwi0ZWrGkzo5fdFVeI4MpmE73kFi0Cdu40P6gDRCrihZ5tbgoKjPXN00rPjJ0sA59+Kq7fdJN5Y9AYsJc5fty81yQiIiKiiMbALhpZsabNjMDu11/FZbNmwM03m1MgRI2GVERDffO0cJ2xKy72f981a4AdO8TsolrPPaM0Buz5yiwsEREREcU8BnbRyHVNm2dwZ3RNW7CVMQFnYNeypfHn0MLKvnmB1K8v2iucPet/DIBztq5fP3N76mkI7OX0dBxt2tS81yQiIiKiiMbALlrl5Ii1a2lp7rcbXdNm5ozdJZcYfw4trO6b509CAnDRReL6tGmiObzazGBhobOnnplpmICmwN7xyivsZUdERERUijCwi2Y5OSIQW7QImDkzuDVtZgR2StESq2fsQt03z5Xd7txHL74IdO4s9p3nmr4FC4DDh4EaNYBu3cwfR4DAXu7Xz/zXJCIiIqKIFR/uAVCQbDaxli1YwaZinjkjSvsD1gd2Sipibq76OjtJEtvN6punUHrHeb5mbq64/auvxFq6ZcuA554T2wYOFKmbVsjJcb7e/v0ikM3KEu+JwkJrXpOIiIiIIhIDOxKUGbvDh0WQVr68vsf//rsIeGrVErNUVlJSEQcMEEGca6BlVd+8QE3hJQm4/XZxH9e1d198IWb1rKgMCpgX2BMRERFRVGMqJgnJyUDlyuK6kVm7UK2vU5i9xjAQLQVbjh71vs/hw9a2XyAiIiIiAgM7chVMOmao1te5MnONYSBGC7EoM3xWtV8gIiIiIgJTMclVZqYI0IwUUAlVqwNPoUpFDKYQi2v7BaZNEhEREZEFOGNHTkYrY8qyc8YuVKmYoRaod5wWVrRfICIiIiICAztyZTQVc9cuIC8PSEwEGjc2fVgRwV/vOK2saL9ARERERAQGduTK6IydMlvXtKlo4B2r/BVsSUnxHfBJEpCRYX77BSIiIiKiCxjYkZPRwC5c6+vCQa1gy65dwLvviu2ewZ1V7ReIiIiIiFyweAo5KamYBw8C584BZctqe1yoWx2Em1rBFmU2z7OPXXq6COqs6mNHRERERAQGduSqalWgQgXg9Gng33+BRo20Pa40zdj5k5MD9O0rql/u3y/W1GVlcaaOiIiIiCzHwI6cJEmkY/7+u0gv1BLYnT4N7Nghrpf2wA4IXfsFIiIiIiIXXGNH7vRWxty8WVzWrg1Uq2bNmIiIiIiIyC8GduRObwGV0ra+joiIiIgoAjGwI3dGAzumYRIRERERhQ0DO3KnNxVT6WHHwI6IiIiIKGwY2JE7PTN2xcUM7IiIiIiIIgADO3KnBHb79gHnz/u/786doipmUhLQsKHlQyMiIiIiInUM7MhdtWpAuXLi+p49/u+rrK9r1gyIZ+cMIiIiIqJwYWBH7iTJuc4uUDom0zCJiIiIiCICAzvypnWdHStiEhERERFFBAZ25E0J7AJVxmQPOyIiIiKiiMDAjrxpScXMyxPFUwDO2BERERERhRkDO/KmJRVz82ZxmZ4OVK1q9YiIiIiIiMgPBnbkLVAqpsMBfPmluJ6eLn4mIiIiIqKwYWBH3pRUzNxcoKDAfZvdLgK/114TP//yi/jZbg/lCImIiIiIyAUDO/JWsyZQpgxQXAzs3eu83W4HBgxwvw0QAeCAAQzuiIiIiIjChIEdeZMkoE4dcf3//g9YvFjM3I0aBciy9/2V20aPZlomEREREVEYMLAjb3a7c33dc88BnTsDaWneM3WuZBnYswdYtiw0YyQiIiIiohLx4R4ARRgl3dJzZu7IEW2P37/f/DEREREREZFfnLEjJ4fDd7qlVqmp5o2HiIiIiIg04YwdOS1b5j/d0h9JEq0PsrLMHRMREREREQXEGTtyMppGKUnicsoUwGYzbThERERERKQNAzty0ppGWb26+8/p6cBXXwE5OeaPiYiIiIiIAmIqJjllZYkgLTdXfZ2dkm65fTuwcqWY4UtNFY/jTB0RERERUdgwsCMnmw147TVRFVOS3IM713TLxESgU6dwjJCIiIiIiFQwFZPc5eSItMq0NPfbmW5JRERERBSxOGNH3nJygL59RZVMplsSEREREUU8BnakzmZjuiURERERUZRgKiYREREREVGUY2BHREREREQU5RjYERERERERRTkGdkRERERERFGOgR0REREREVGUY2BHREREREQU5RjYERERERERRTkGdkRERERERFGOgR0REREREVGUY2BHREREREQU5RjYERERERERRTkGdkRERERERFGOgR0REREREVGUiw/3AKKVLMsAgLy8vDCPJHoVFhbi7NmzyMvLQ0JCQriHE1O4b63B/WoN7ldrcL9ag/vVGtyv1uG+tYbnflViAiVGCAcGdgadOnUKAJCRkRHmkRARERERUSQ4deoUKleuHJbXluRwhpVRrLi4GPv27UPFihUhSVK4hxOV8vLykJGRgT179qBSpUrhHk5M4b61BverNbhfrcH9ag3uV2twv1qH+9YanvtVlmWcOnUKtWvXRlxceFa7ccbOoLi4OKSnp4d7GDGhUqVK/KCxCPetNbhfrcH9ag3uV2twv1qD+9U63LfWcN2v4ZqpU7B4ChERERERUZRjYEdERERERBTlGNhR2CQlJeGJJ55AUlJSuIcSc7hvrcH9ag3uV2twv1qD+9Ua3K/W4b61RiTuVxZPISIiIiIiinKcsSMiIiIiIopyDOyIiIiIiIiiHAM7IiIiIiKiKMfAjoiIiIiIKMoxsCPNXnzxRUiShNGjR5fclp+fj3vuuQcpKSmoUKEC+vfvj4MHD7o97t9//0Xv3r1Rrlw51KhRAw8++CCKiorc7vPmm2+iSZMmKFu2LBo1aoSPP/7Y5zhmzZoFSZJw3XXXud0uyzIef/xxpKamomzZsujWrRu2bdsW9O9ttXDv1/9v795jmjr/P4C/ubXUSQEFWnQ4xA3cFGfEiPXy1U0yFG8zSzQRGQZ1MnE63cXsQjBzQ4L+Ybxm6pDNGBrZss0pcRIcc068IXgDcXIJu1gvmSiLCAU+vz8Wzo9a2ABbadf3K2lCn/Oc5zx9054PT1pO6+rqkJKSguDgYKjVaoSHhyMvL89qnNDQUHh7eyM6OhqnT5+2XQB20tu5btq0CREREdBoNAgJCcGqVavw4MEDq3FcJdcVK1YgKioKarUaI0eO7HDsCxcuYOLEifD29kZISAgyMzOt+uTm5mLo0KHw9vZGZGSk1XPV1c4Dtsh1165dmDhxIvz9/eHv74+YmBir56Kz5gr0/nO2DWvX32yVK2uXfXJl7eperg8ePMDChQsRGRkJT09Pq9d3m8LCQowaNQpqtRpPP/00srOzrfrYJFch6oLTp09LaGiojBgxQlauXKm0JycnS0hIiBQUFMjZs2dl7NixMm7cOGV7c3OzDB8+XGJiYqSkpETy8vIkICBA3nvvPaXP9u3bxcfHR4xGo1RWVkpOTo707dtXDhw4YDWP6upqGThwoEycOFFmz55tsS0jI0N8fX3lm2++kfPnz8usWbNk8ODB0tDQYPM8bKW3c21sbJTRo0dLXFycHD9+XKqrq6WwsFBKS0uVPkajUVQqlWRlZcnly5dlyZIl4ufnJzdu3LBvOI+gt3Pdt2+fqNVq2bdvn1RXV8v3338vwcHBsmrVKqWPK+UqIvLGG2/I1q1bJSEhQZ5//nmrse/evSs6nU7i4+Pl0qVLkpOTIxqNRj799FOlz88//yweHh6SmZkpZWVl8uGHH4qXl5dcvHhR6eNK5wER2+Q6f/582bZtm5SUlEh5ebksXLhQfH195bffflP6OGOuIr2fbRvWrv9ni1xZu+yTK2tX93P966+/JDk5WXbu3CmxsbFWr28RkaqqKunTp4+sXr1aysrKZMuWLeLh4SGHDx9W+tgqVy7s6F/V19fLM888I/n5+TJp0iTlRVFXVydeXl6Sm5ur9C0vLxcAUlRUJCIieXl54u7uLiaTSemzY8cO0Wq10tjYKCIiBoNB3n77bYtjrl69WsaPH2/R1tzcLOPGjZPdu3dLYmKixYuntbVV9Hq9bNiwQWmrq6sTtVotOTk5NsnB1hwh1x07dkhYWJg0NTV1Os8xY8ZISkqKcr+lpUUGDBgg69ev7/mDtyNHyDUlJUVefPHFf+zjSrm2l5aW1mFx3L59u/j7+ys5i4isWbNGIiIilPtz586V6dOnW+wXHR0tS5cuFRHXOw+09yi5Pqy5uVl8fHzk888/FxHnzFXEcbJl7bJ9rqxd9smVtav7ubb38Ou7zbvvvivDhg2zaJs3b57ExsYq922VKz+KSf8qJSUF06dPR0xMjEV7cXExzGazRfvQoUMxaNAgFBUVAQCKiooQGRkJnU6n9ImNjcW9e/dw+fJlAEBjYyO8vb0txtZoNDh9+jTMZrPS9tFHHyEoKAiLFi2ymmN1dTVMJpPFXHx9fREdHa3MxdE4Qq4HDhyAwWBASkoKdDodhg8fjvT0dLS0tAAAmpqaUFxcbDEXd3d3xMTEMNd2Hs513LhxKC4uVj5GUVVVhby8PMTFxQFwvVy7oqioCP/73/+gUqmUttjYWFRUVODOnTtKn4ePHxsbqxzH1c4DXdGVXB92//59mM1m9OvXD4Bz5go4TrasXbbPlbXLPrmydnU/1674t9ply1w9H3269F9mNBpx7tw5nDlzxmqbyWSCSqWCn5+fRbtOp4PJZFL6tP8juW172zbg7yf37t278fLLL2PUqFEoLi7G7t27YTabcfv2bQQHB+P48eP47LPPUFpa2uE828bq6Fht2xyJo+RaVVWFo0ePIj4+Hnl5ebh27RqWLVsGs9mMtLQ03L59Gy0tLR0e68qVK7aKw2YcJdf58+fj9u3bmDBhAkQEzc3NSE5Oxvvvvw8ALpdrV5hMJgwePNhqjLZt/v7+nf5+2v/+2u/X07k8Lo6S68PWrFmDAQMGKH9kOFuugONky9pln1xZu+yTK2uXfV57ndWue/fuoaGhAXfu3LFZrlzYUad+/fVXrFy5Evn5+VbvUNhSamoqTCYTxo4dCxGBTqdDYmIiMjMz4e7ujvr6eiQkJGDXrl0ICAiw2zweF0fJFQBaW1sRFBSEnTt3wsPDA1FRUfj999+xYcMGpKWl2W1u9uBIuRYWFiI9PR3bt29HdHQ0rl27hpUrV2LdunVITU2129zs4XHl6mocNdeMjAwYjUYUFhY61Ly6w1GyZe2yH9Yu+2Dtcn78KCZ1qri4GDdv3sSoUaPg6ekJT09P/Pjjj9i8eTM8PT2h0+nQ1NSEuro6i/1u3LgBvV4PANDr9VZXGGq739ZHo9EgKysL9+/fR01NDWpraxEaGgofHx8EBgaisrISNTU1mDlzpjKPL774AgcOHICnpycqKyuVsTo6Vts2R+EouQJAcHAwwsPD4eHhoYzz7LPPwmQyoampCQEBAfDw8GCu6F6uqampSEhIwOLFixEZGYk5c+YgPT0d69evR2trq8vl2hVdyb6zPu23t9+vp3N5HBwp1zYbN25ERkYGjhw5ghEjRliM0X6/ns7lcXGUbFm7/maP5yxrl31yZe2yz2PpLHutVguNRmPTXLmwo05NmTIFFy9eRGlpqXIbPXo04uPjlZ+9vLxQUFCg7FNRUYHa2loYDAYAgMFgwMWLF3Hz5k2lT35+PrRaLZ577jmL43l5eeHJJ5+Eh4cHjEYjZsyYAXd3dwwdOtRqHrNmzcILL7yA0tJShISEYPDgwdDr9RZzuXfvHk6dOqXMxVE4Sq4AMH78eFy7dg2tra1K/6tXryI4OBgqlQoqlQpRUVEWc2ltbUVBQQFz/Ydc79+/r/zcpu0PEBFxuVy7wmAw4NixYxb/V5ufn4+IiAjl44IGg8HiOG192o7jaueBruhKrgCQmZmJdevW4fDhwxg9erTFGM6UK+A42bJ22e85y9pln1xZu7qfa1f8W+2yaa7dutQKubz2VxQS+ftSsYMGDZKjR4/K2bNnxWAwiMFgULa3XT7+pZdektLSUjl8+LAEBgZaXD6+oqJC9u7dK1evXpVTp07JvHnzpF+/flJdXd3pPDq68lBGRob4+fnJt99+KxcuXJDZs2c7/CWj2/RWrrW1teLj4yPLly+XiooKOXjwoAQFBcnHH3+s9DEajaJWqyU7O1vKysrktddeEz8/P4srRzqq3so1LS1NfHx8JCcnR6qqquTIkSMyZMgQmTt3rtLHlXIVEfnll1+kpKREli5dKuHh4VJSUiIlJSXKFdrq6upEp9NJQkKCXLp0SYxGo/Tp08fq6w48PT1l48aNUl5eLmlpaR1+3YGrnAdEbJNrRkaGqFQq+fLLL+X69evKrb6+3qKPs+Yq0nvZPszVa5eIbXJl7bJPrqxd3c9VROTy5ctSUlIiM2fOlMmTJyt92rR93cE777wj5eXlsm3btg6/7sAWuXJhR93y8IuioaFBli1bJv7+/tKnTx+ZM2eOXL9+3WKfmpoamTZtmmg0GgkICJC33npLzGazsr2srExGjhwpGo1GtFqtzJ49W65cufKP8+ioOLa2tkpqaqrodDpRq9UyZcoUqaioeOTH/Dj0Zq4nTpyQ6OhoUavVEhYWJp988ok0Nzdb9NmyZYsMGjRIVCqVjBkzRk6ePGnbAOykt3I1m82ydu1aGTJkiHh7e0tISIgsW7ZM7ty5Y9HPlXKdNGmSALC6tV8Qnz9/XiZMmCBqtVoGDhwoGRkZVsfev3+/hIeHi0qlkmHDhsmhQ4cstrvaecAWuT711FMdjpGWlqb0ceZcRXr3Odsea5ftcmXtsn2urF09y7Wzc2h7P/zwg4wcOVJUKpWEhYXJnj17rOZni1zdRES69x4fERERERERORL+jx0REREREZGT48KOiIiIiIjIyXFhR0RERERE5OS4sCMiIiIiInJyXNgRERERERE5OS7siIiIiIiInBwXdkRERERERE6OCzsiIiIiIiInx4UdERG5lMmTJ+PNN9+0as/Ozoafnx8AIDQ0FG5ubp3eFi5cCADK/ZMnT1qM1djYiP79+8PNzQ2FhYX2fUBEREQAPHt7AkRERI7mzJkzaGlpAQCcOHECr7zyCioqKqDVagEAGo1G6RsSEoI9e/Zg7NixStvXX3+Nvn374s8//3y8EyciIpfFd+yIiIgeEhgYCL1eD71ej379+gEAgoKClDZfX1+lb2JiIoxGIxoaGpS2rKwsJCYm/uMxbt26Bb1ej/T0dKXtxIkTUKlUKCgosPEjIiKi/zou7IiIiB5BVFQUQkND8dVXXwEAamtrcezYMSQkJPzjfoGBgcjKysLatWtx9uxZ1NfXIyEhAcuXL8eUKVMex9SJiOg/hAs7IiKiR5SUlISsrCwAf/+vXlxcHAIDA/91v7i4OCxZsgTx8fFITk7GE088gfXr19t7ukRE9B/EhR0REdEjWrBgAYqKilBVVYXs7GwkJSV1ed+NGzeiubkZubm52LdvH9RqtR1nSkRE/1Vc2BERkUvRarW4e/euVXtdXZ3F/851R//+/TFjxgwsWrQIDx48wLRp07q8b2VlJf744w+0traipqamR8cnIiLiwo6IiFxKREQEzp07Z9V+7tw5hIeH93jcpKQkFBYW4tVXX4WHh0eX9mlqasKCBQswb948rFu3DosXL8bNmzd7PAciInJd/LoDIiJyKa+//jq2bt2KFStWYPHixVCr1Th06BBycnLw3Xff9XjcqVOn4tatW8pXInTFBx98gLt372Lz5s3o27cv8vLykJSUhIMHD/Z4HkRE5Jr4jh0REbmUsLAwHDt2DFeuXEFMTAyio6Oxf/9+5ObmYurUqT0e183NDQEBAVCpVF3qX1hYiE2bNmHv3r3QarVwd3fH3r178dNPP2HHjh09ngcREbkmNxGR3p4EERERERER9RzfsSMiIiIiInJyXNgRERERERE5OS7siIiIiIiInBwXdkRERERERE6OCzsiIiIiIiInx4UdERERERGRk+PCjoiIiIiIyMlxYUdEREREROTkuLAjIiIiIiJyclzYEREREREROTku7IiIiIiIiJwcF3ZERERERERO7v8ANuhHwtiput8AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['8m'], marker='o', linestyle='-', color='b', label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['4m'], marker='o', linestyle='-', color='r', label=\"4m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_waterlevel['2m'], marker='o', linestyle='-', color='g', label=\"2m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_waterlevel['1m'], marker='o', linestyle='-', color='m', label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "30bba60f", + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,factor_of_safety=1.25, order=2):\n", + " \"\"\"\n", + " Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html\n", + "\n", + " Parameters\n", + " ----------\n", + " fine_grid: numpy.ndarray\n", + " Results from the finer grid.\n", + " coarse_grid: numpy.ndarray\n", + " Results from the coarser grid.\n", + " refinement_ratio: float \n", + " Refinement ratio between the grids.\n", + " order: int\n", + " Order of accuracy (default is 2).\n", + "\n", + " Returns\n", + " -------\n", + " gci: float\n", + " Grid Convergence Index (GCI).\n", + " \"\"\"\n", + " # Calculate the approximate relative error\n", + " error = np.abs((fine_grid - coarse_grid) / fine_grid)\n", + "\n", + " # Calculate the GCI\n", + " gci = (factor_of_safety * error) / (refinement_ratio**order - 1)\n", + " return gci\n", + "\n", + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "grid_resolutions = ['8m', '4m']#1m']# '2m', '1m']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_velocity[grid_resolutions[i + 1]]\n", + " coarse = center_line_velocity[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_waterlevel[grid_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cdfbca90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "# Plot GCI for velocity\n", + "plt.plot(centerline_points.x, gci_velocity_results['8m-4m'], marker='o', linestyle='-', color='b', label='GCI Velocity (8m-4m)')\n", + "#plt.plot(centerline_points.x, gci_velocity_results['4m-2m'], marker='o', linestyle='-', color='r', label='GCI Velocity (4m-2m)')\n", + "#plt.plot(centerline_points.x, gci_velocity_results['2m-1m'], marker='o', linestyle='-', color='g', label='GCI Velocity (2m-1m)')\n", + "\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Velocity')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6a388bd7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['8m-4m'], marker='o', linestyle='-', color='b', label='GCI Water Level (8m-4m)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3fc0429e", + "metadata": {}, + "source": [ + "# Layer Convergence\n", + "This Delft3D grid utalizes sigma layers that mantian a constant number of layers through the variable depths of the river [D3D tecnicl refence manual]. This convergence study will ensure that the water level and depth averaged velocity have a GCI less than 6%. THe number of layers tested are 5, 10, 15, and 20. " + ] + }, + { + "cell_type": "markdown", + "id": "93ffa680", + "metadata": {}, + "source": [ + "## Imort Data" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e936e92a", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_20layers_raw = netCDF4.Dataset(\"data/river/d3d/convergence/layers/FlowFM_20layers_map.nc\")\n", + "dataset_15layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_15layers_map.nc')\n", + "dataset_10layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_10layers_map.nc')\n", + "dataset_5layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_5layers_map.nc')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d7e534fd", + "metadata": {}, + "outputs": [], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_20layers =d3d.get_all_data_points(dataset_20layers_raw, variable)\n", + "dataset_15layers =d3d.get_all_data_points(dataset_15layers_raw, variable)\n", + "dataset_10layers =d3d.get_all_data_points(dataset_10layers_raw, variable)\n", + "dataset_5layers =d3d.get_all_data_points(dataset_5layers_raw, variable)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "63584146", + "metadata": {}, + "outputs": [], + "source": [ + "layer_resolutions = ['20layers' ,'15layers', '10layers', '5layers']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in layer_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c63872aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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orhBCCCGEGOFWrlzJypUrh7oZw9qQFvUQofP7gl8z8aUZJNiTuz2moRGZEsWC6gXsOOtzAPamfcWCqgUSjAkhhBBCCDGEJCAbAZwtTpLeHg10n2sMwI+fxLdH43V5ScxT1Wp0fp2kKQohhBBCCDHEJCAbAdbf81cS7Sk9BmOg5hpLsqew/p6/kjZ1FAAxjng8/U8IL4QQQgghhAgjCchGgMbi2oDXG3+BmqU93p7Ikd014WyWEEIIIYQQoh8SkI0AcWMS+1+pfb306eMAMHlN7P3wq3A2SwghhBBCCNEPCchGgEW/uoHamCp8+Hp83IePmpgqFv3qBvSRelrMzQCUf7X/RDZTCCGEEEIIcRwJyEYAc7SZmsuOoKF1zjfWoWOusdrLjmCONgPQHFUPQMPhqhPeViGEEEIIcfKaNWsWK1asGOpmjCgSkI0Q3yv8AXuu+ZymyMYuy+tiathzzed8r/AHnctaI1QPmbOm+YS2UQghhBDilOX1gs0G69apf73esB5u06ZNXHnllYwaNQpN03j55Ze7rbN06VI0TevyM3/+/LC2S3QnAdkI8r3CH1DzzVIAyuNKKP3PfVxZsaBLMAbgimoDwG8P7weBEEIIIYQACgshOxtmz4YlS9S/2dlqeZi0tLSQl5fHk08+2ed68+fPp7y8vPNn3bp1YWtTqLhcrqFuQkhJQDbCeB1uAJqja7j+6Vs60xSP5YtR9e71Dv0JbZsQQgghxCmnsBAWLYKSkq7LS0vV8jAFZZdffjk///nPueaaa/pcz2w2k5aW1vkTHx8f1HH++te/ctZZZxEbG0taWhpLliyhqkoNi/H7/eTk5PCrX/2qyzZbt25F0zT27dsHQENDA7fccgvJyclYLBbmzJnDtm3bOtdfuXIlp59+Os888wxjx44lIiICgPXr1zN9+nQiIyNJTEzk0ksvpaWlJaj2DwcSkI0wnlYVkHn07l7XMSQYATA5o05Im4QQQgghRgy/H1paAvtpaoI77lDb9LQfgDvvVOsFsr+e9jNINpuNlJQUJk2axPe//31qawObTqmD2+3mwQcfZNu2bbz88sscOnSIpUuXAqBpGjfddBNr1qzpss2aNWu46KKLyMnJAeDaa6+lqqqKN954gy1btjBjxgwuueQS6urqOrfZt28f//jHPygsLGTr1q2Ul5dz3XXXcdNNN7Fz505sNhsFBQX4w3COws0w1A0QoeVtU71f3j4CspiMGAAinJYT0iYhhBBCiBGjtRViYkKzL79f9ZzFxXV7SAdYj19ot0N0dGiOjUpXLCgoYOzYsezfv5///u//5vLLL+ejjz5Crw8sk+qmm27q/P+4ceN44oknmDlzJna7nZiYGJYuXcoDDzzAJ598wtlnn43b7ea5557r7DV7//33+eSTT6iqqsJsVpldv/rVr3j55ZdZv349y5YtA1Sa4l/+8heSk5MB+Pzzz/F4PBQUFJCVlQXA9OnTQ3ZuTiQJyEYalyp97zX0HpClTkkDIMYRj9cLAf69CSGEEEKIEeTb3/525/+nT5/Oaaedxvjx47HZbFxyySUB7WPLli2sXLmSbdu2UV9fj8+nrkWLi4uZMmUKo0aN4hvf+AZ/+tOfOPvss3nttddwOp1ce+21AGzbtg273U5iYtd5ddva2ti//+gUTVlZWZ3BGEBeXh6XXHIJ06dPZ968ecydO5dFixYFnXI5HEjK4gjjd6luWp++94Id2eeMByCuJYHKw/YT0i4hhBBCiBEhKkr1VAXys2FDYPvcsKHbtr6mJhpKSvA1NR1dHhXe4Sbjxo0jKSmpc2xXf1paWpg3bx4Wi4Vnn32WTz/9lJdeegnoWnjjlltu4fnnn6etrY01a9bwrW99i6j252K320lPT2fr1q1dfnbv3s1//dd/de4j+rieQb1ez9tvv80bb7zBlClT+O1vf8ukSZM4ePDgYE/DCSc9ZCOM5tIA8Bt6niQaIPOMHI5QQ7Qrmj0fb2fUuPNOVPOEEEIIIU5umhZ42uDcuZCZqQp49DS2SdPU43Pndk9Z8vlUafzoaNCdmD6UkpISamtrSU9PD2j9Xbt2UVtbyy9+8QtGjx4NwGeffdZtvSuuuILo6GiefvppNm7cyKZNmzofmzFjBhUVFRgMBrKzs4Nqr6ZpXHDBBVxwwQU88MADZGVl8dJLL3H33XcHtZ+hJj1kI4zmaQ/IjL0PaDRZzTgMqvR9yed7T0i7hBBCCCFOOXo9PP64+r+mdX2s4/fVq8MyfsRut3f2NgEcPHiQrVu3Ulxc3Pn4f/3Xf7F582YOHTrEO++8w4IFC8jJyWHevHkBHWPMmDGYTCZ++9vfcuDAAV599VUefPDBbuvp9XqWLl3Kfffdx4QJEzjvvKOdAZdeeinnnXceV199NW+99RaHDh3iww8/5Mc//nGPwV2Hjz/+mIcffpjPPvuM4uJiCgsLqa6uJjc3N4izNDxIQDbC6DzqD1oz9r6Opmk0R9UDUH+o/EQ0a9g7wXM1CiGEEOJUUVAA69dDRkbX5ZmZanlBQVgO+9lnn3HGGWdwxhlnAHD33Xdzxhln8MADDwAqSPryyy+56qqrmDhxIjfffDNnnnkmRUVFncU1+pOcnMzatWt58cUXmTJlCr/4xS+6lbjvcPPNN+Nyufjud7/bZbmmaWzYsIGLLrqI7373u0ycOJFvf/vbHD58mNTU1F6PbbFY2LRpE1dccQUTJ07k/vvv59e//jWXX355QG0fTiRlcYTRe9VLqpn6jrVbIptIbhpFW3XTiWjWsFZYCHfd4WVsaRHplFNOOgcz8vnNE/pwfUYKIYQQ4lRSUAALFkBREZSXQ3o65OeHtbLarFmz+iwBHxkZyZtvvhn0fm02W5ffr7vuOq677rouy3o6bmlpKUajkRtvvLHbY7GxsTzxxBM88cQTPR5z5cqVrFy5ssuy3NxcNm7cGFzjhykJyEaYjoBMF9F3QOaMbAXA19R7NcZTQWEhPLuwkPe0OziUXUp5DKTbIftwBj9Y+AT8o0CCMiGEEEIMnl4Ps2YNdStOOKfTSXV1NStXruTaa6/ts9frVCUB2Qij95gAMET2kbMI+GJUIKZrO3WzVr1eeGNZIdflLiR/PpQcMwVIZmMpv9m4kI3L/sGCBQUyNYAQQgghxACsW7eOm2++mdNPP52//OUvQ92cYenUvRofoQxeFZAZo0x9rqePVxGGyRUZ9jYNV0U2LzNTlrF4MZQcN0d2qQUWL4YzU5ZRZJMBZUIIIYQQA7F06VK8Xi9btmwh4/hxdAKQgGzEMXrUIExTbN+BVtQoVa41whkb9jYNVy6bjQfn1+IHdH4deQfzmLN9DnkH89D86k/jofm1uI7LlRZCCCGEECJUJGVxhDF5VUAWERfR53pJE1IAiHZY8fu7V2I9FZRpNkriIH9HPrdtvI2UppTOx6osVfxu/u8omlJEmdcGBDZbvRBCCCGEEMGQHrIRxuRWAVlUgqXP9bLOHguApTWR2nJn2Ns1HBmnqGBs1QurSG5K7vJYUlMSq15YRf6OfIxThqiBQgghhBBixJOAbIQxeVTPWExS36mIY2ZOBCCuLY69n+4Ie7uGo4wZs7ht420AaHTtItShw4+f5RuXkzFj1hC0TgghhBBCnAokIBtBfB4/pvaiHnHp8X2uG5UajVunKi0e+mxX2Ns2HE06cDopTSndgrEOOnSkNqUyveT0E9swIYQQQghxypCAbARprrB3/j9hdFKf62qaRnNUPQC1+8vC2q7h6tWn7f2vBHgqPWFuiRBCCCGEOFVJUY8RpPpwDQA+fCSNSex3/ZbIRhLsKbRW1oe7acOC1wtFRVBeDi4X8M+1wMX9bmdK73sKASGEEEKIU8WsWbM4/fTTWb169VA3ZcSQHrIRpKG0DgCn0UlsvLXf9R2RLQB4m0Z+UY/CQhiX5WXlbBuvLlnH5qVPsW/2z6iyVOHH3/NGGphHm7HmW09oW4UQQggx8nh9XmyHbKzbvg7bIRteX3jnOd20aRNXXnklo0aNQtM0Xn755W7r+P1+HnjgAdLT04mMjOTSSy9l7969YW2X6E56yEaQpooGdOhxGNvQdP3H2t5oFwC6tpFd876wEJ5dWMh72h0cyi6lPAbqI+C28+Hb/pf5f+/8v27b+PGhoSNndQ6aPjzn59geu/R0yM8Py2GEEEIIMcQKdxZy58Y7KWkq6VyWacnk8fmPU5BbEJZjtrS0kJeXx0033URBQc/HePTRR3niiSf485//zNixY/nJT37CvHnz2LFjBxERfU+hNJRcLhcm08jJYJIeshHEXtMMgNsQWI+XZlWBhsFpDlubhprXC28sK+S63IXkryhl9lJYsgiWfxPMnggKPr0cDQ1dZNc/hcaoeuw3JJJckNzzjgfp+B67lbNtjMvy8tJLIzs4FkIIIU41hTsLWfTCoi7BGEBpUymLXlhE4c7CsBz38ssv5+c//znXXHNNj4/7/X5Wr17N/fffz4IFCzjttNP4y1/+QllZWY+9ab3561//yllnnUVsbCxpaWksWbKEqqqqzmPk5OTwq1/9qss2W7duRdM09u3bB0BDQwO33HILycnJWCwW5syZw7Zt2zrXX7lyJaeffjrPPPMMY8eO7QwW169fz/Tp04mMjCQxMZFLL72UlpaWYE7TsCAB2QjSVq+KVLiMjoDWj0yLAiDC2XeJ/JNZkc3LzJRlLF4MJcdNzfafb/4nSU2jcRtq8P11Jnn/ziNiivoD/+OcteytKQpLmzp67N4vzcbGbNaxBBuzeb80m79/6xU++ig9LMcVQgghxOD5/X5aXC0B/TQ5mrjjjTt6HB7RsezON+6kydHU8z7cXX/3+3sZZjEABw8epKKigksvvbRzWVxcHOeccw4fffRRwPtxu908+OCDbNu2jZdffplDhw6xdOlSQBWRu+mmm1izZk2XbdasWcNFF11ETk4OANdeey1VVVW88cYbbNmyhRkzZnDJJZdQV1fXuc2+ffv4xz/+QWFhIVu3bqW8vJzrrruOm266iZ07d2Kz2SgoKAjpOTpRJGVxBHE0tgLg1rsCWj9hvCr8EeWMw+8HbQR2zrhsNh6cX4sf0Pl1TD80nUR7IqkNqSzYsgCAXy94hLu3xhP/4CWkXJVC8Y5iJpVNotS4Ebg1pO3p6LF7kUV4NT+2LCiPgXQ7XHC4hBf913LTU8/iXXkGRmNIDy2EEEKIEGh1txLzSExI9uXHT0lzCXG/jAtofft9dqJN0SE5dkVFBQCpqaldlqempnY+Foibbrqp8//jxo3jiSeeYObMmdjtdmJiYli6dCkPPPAAn3zyCWeffTZut5vnnnuus9fs/fff55NPPqGqqgqzWWVt/epXv+Lll19m/fr1LFu2DFBpin/5y19ITlbZS59//jkej4eCggKysrIAmD59+gDPxtCSgGwEcdtVqqJHH1jK4ugzs6jHSWxrAo11HqyJI+/tUKbZKImD/B353LbxNlKaUro8/uHED3lz+ud822sDLiF2puotnFw6mfen/h2nE8whzOgssnl5oPZOCnP93DUfSo75/M1shN9s9POznT/k/fcKuHRe6I4rhBBCCBEOW7ZsYeXKlWzbto36+np8Ph8AxcXFTJkyhVGjRvGNb3yDP/3pT5x99tm89tprOJ1Orr32WgC2bduG3W4nMbFrhfC2tjb279/f+XtWVlZnMAaQl5fHJZdcwvTp05k3bx5z585l0aJFxMf3PRfvcDTyrsBPYZ4W1TPmCbCHLPvsSdTzJfEtCezbspez5uaGs3lDwjgF8l/KZ9ULq7o95sfPeXvOI39HPsb29OrYs1VANrZqLOvn1PLlFjczzw9dV5XXVsSnuSUsXky35IVSCyxeDOtfOELMe+/DvEtCdlwhhBBChEaUMQr7fYHNZbrp8CaueO6KftfbsGQDF2Vd1GWZz+ejqbkJS6wFXXuxtihjVPAN7kVaWhoAlZWVpKcfHS5RWVnJ6aefHtA+WlpamDdvHvPmzePZZ58lOTmZ4uJi5s2bh8t19Hr0lltu4YYbbuA3v/kNa9as4Vvf+hZRUeq52O120tPTsdls3fZvtVo7/x8d3bVnUK/X8/bbb/Phhx/y1ltv8dvf/pYf//jHfPzxx4wdOzbAszA8yBiyEcTbpiYw9hrcAa0fO8aKDx96v56Dn+0IZ9OGTMaMWdy28TYANLrmZGpo+PGzfONyMmbMAsCcYUZL0dD79TTqxrP3lS9D2p4USrlzfnswdlyKqL/99xXz1XpCCCGEGH40TSPaFB3Qz9zxc8m0ZHa7BuncFxqjLaOZO35uz/swdv1dC+H4krFjx5KWlsY777zTuaypqYmPP/6Y8847L6B97Nq1i9raWn7xi1+Qn5/P5MmTOwt6HOuKK64gOjqap59+mo0bN3ZJc5wxYwYVFRUYDAZycnK6/CQlJfV5fE3TuOCCC1i1ahVffPEFJpOJl156KcAzMHxIQDaC+BxqPguvPrCATGfQ0RzVAEDNniPhataQml5yOilNKb1+EOrQkdqUyvSS0wH1hx1/jurqzqiZxKFP/xnS9lSdXq3SFDXQ+XTkHcxjzvY55B3MQ+fT4dfgSBxUn1Ed0uMKIYQQ4sTT6/Q8Pv9xoOcbwwCr569Gr9OH/Nh2u52tW7eydetWQBXx2Lp1K8XFxer4msaKFSv4+c9/zquvvsr27du58cYbGTVqFFdffXVAxxgzZgwmk4nf/va3HDhwgFdffZUHH3yw23p6vZ6lS5dy3333MWHChC4B36WXXsp5553H1VdfzVtvvcWhQ4f48MMP+fGPf8xnn33W67E//vhjHn74YT777DOKi4spLCykurqa3NyTL+NLUhZHEpdKgvPpPQFvYo9sJK41AXt5Xf8rn4Q8lYGdi2PXs5xtoe61OiaXTaYy6h3ggZC1pyonGb7qeUxblaWK383/HUVTiqgY3/cdISGEEEKcHApyC1i/eH2P85Ctnr86bPOQffbZZ8yePbvz97vvvhuA73znO6xduxaAe++9l5aWFpYtW0ZDQwMXXnghGzduDHgOsuTkZNauXct///d/88QTTzBjxgx+9atfcdVVV3Vb9+abb+bhhx/mu9/9bpflmqaxYcMGfvzjH/Pd736X6upq0tLSuOiii7oVHDmWxWJh06ZNrF69mqamJrKysvj1r3/N5ZdfHlDbhxMJyEaS9o4xn8EX8CaOSJUD7WloC0eLhpwpPbBJA49dzzJT1cefXDqZN855mvp6CNX40PS4DPJ39DymLakpiVUvrOKni39K+vUZoTmgEEIIIYZcQW4BCyYtoKi4iPLmctJj08kfkx+WnrEOs2bN6rcEvKZp/OxnP+NnP/tZwPs9fqzXddddx3XXXddlWU/HLS0txWg0cuONN3Z7LDY2lieeeIInnniix2OuXLmSlStXdlmWm5vLxo0bA273cCYB2QiieVTXt98Q+PwLnqj2ioxtJ9+cDYGw5lsxZ5pxljq7V9EA0MCcacaab+1c1FFpMbMuk7IkF19sambOgtDM1XZhxoXc+ead7YfumrqgQ4cPH3e8eQcXrLkgJMcTQgghxPCg1+mZlT1rqJtxwjmdTqqrq1m5ciXXXnttn71epyoZQzaCaJ72l9MYRHAVp9Y1OALrSTrZaHqNnMfVpIPdJmVsj4dyVueg6Y8GR8YEI4ax6l6FwzuJw69uDll7mj9oJrExsc8xbUmNSbR8ePLNMi+EEEIIcbx169aRlZVFQ0MDjz766FA3Z1iSgGwE0XtUEKGZAn9ZzSkqRzjCFZoJDoej5IJkpq6fijuy6/xs5kwzU9dPJbkguds2HYU9xldM5vCu10LWFld5YFMSBLqeEEIIIcRwtnTpUrxeL1u2bCEjQ4Zk9EQCshFE71UBmc4c+MtqHZsAQKQzsBniQ8nrBZsN1q1T/3q94TtWckEyn836FwDNEY3k/TuPcw+e22MwBqqwB6hxZFW+IvpJwQ7YQMa0CSGEEEKIkUsCshHE4FEX8fqIwIcGZpyeCUBsWwL2psCLgQxWYSGMy/KycraNV5esY+VsG+OyvBQWhu+YHofqdWqJaiB+VnyXNMXjdYwjm1w6mZrUPRwJ0awAHWPaeslYxA/4knxYLrSE5oBCCCGEEGJYk4BsBDF4VUBmiA68d2XsuZMAiLcncvDLw2Fp1/EKC+HZhYW8V5bFyuzZXDVtCSuzZ/NeWRbPLiwMW1Dmd6jS9m5T/+mAsWfE4tf7SbInURIXxbaN5SFpQ19j2nz4AD9tN7f1GSwKIYQQQoiRQwKyEaQjIDPFBDZ3BED8eJWyZ/KaOPDJV2Fp17G8XnhjWSHX5S4kf0Ups5fCkkUweynkryjlutyFbFxWGJb0RX/7tABeY/9zk+mj9UTkqvOod07iyJvvhawdyQXJTHlxKi6Do8vy+ph6tia/QsuME9dTKYQQQgghhpYEZCOIyWMGwGyJDHgbfYQeu7kZgIpdh8LRrC6KbF5mpixj8WIoi9GRdzCPOdvnkHcwj/IYHYsXw5kpyyiyhT4i65wWwBzYvjsKe0wuzeVIyeshbUvM5clszf64y7LnL3iew9P+xI6vE0J6LCGEEEIIMXzJPGQjiLE9IItKiA5qO3tUPTHOWJpLa8LRrC5cNhsPzq/lwp353LbxNlKaUjofq7JU8eT83/HQ/CKesdngkktCemydR02+6A8wXrWcbaHijxVMKpvE7lG/x+MBQ4j+Yhpr3Bi96nUyTNTw7PFz5oEzeeni9czc1BSagwghhBBCiGFPeshGELNbpdjFJAZXEKItQvWQuetbQ96m45VpNsaW5rPqhVUkN3WtcJjUlMTKF1aRXZpPmWYL+bH1XiMAuqjA3vYdhT0mlU2iIr2YHV+FLpWwsaSOCJcKyOIXqp64vEN5bE01ErPzw5AdRwghhBAiUEuXLuXqq68e6macciQgGyH8Pj9mjwrILKnBlbB3R6n5ufwt4R+7ZJwMt228DaDb5Mg6dPjxs3zjcoyTQ39svVf1IBpjjQGtHz0tGsx+Yh2xVESn8MLD+0JWnr+6pIxopwrIkmanYkozEemOZOqRaeiTXg1ZVUchhBBCDA9+r596Wz2V6yqpt9Xj94ZoTp1erFy5Ek3TuvxMnhyGCywxaBKQjRDOJnfn/+NGBTkGyaICMYMzsEBlMDL8s0hpSukWjHXQoSO1KZUM/6yQH9vYHrAareaA1tcZdTiz1ITZ1qbJ7Nj4JrNnQ3Y2g64EWVNZRrRDBWRRiVHEz1W9ZGftP4uS8V/z7j8dfW0uhBBCiJNIdWE1m7M3s232NnYu2cm22dvYnL2Z6sLqsB536tSplJeXd/68//77YT1eKHi9Xny+U6vAmQRkI0T14aPjv5KzkoLa1pjUXp3RFRXSNvVkElNCul4wjB41eCwqKbDnWVgIr++xAmo+sumj1nAxNspLvCxaNLigrKGusrOHzBBnIGGuCqJn7p/JOzleSp8vGvjOhRBCCDFsVBdW8/Wir3GWOLssd5Y6+XrR12ENygwGA2lpaZ0/SUnBXSNu3LiRCy+8EKvVSmJiIt/85jfZv39/5+Nz5szhtttu67JNdXU1JpOJd955BwCn08k999xDRkYG0dHRnHPOOdhsts71165di9Vq5dVXX2XKlCmYzWaKi4ux2WycffbZREdHY7VaueCCCzh8+MRM0XSiSUA2QtQV1wHgNDhJSAvuj82SZQUg0hlcquNARGQEVpI/0PUC5fWCqT0gi03vf4yd1wt33gkx7AZgUukktp3+BSuzZ7NPy+IafyErVgw8fbGhpopIt2qPPk5P/GWqh2xCxQRadfG4Dz2Pp//q/EIIIYQ4wfx+P94Wb0A/niYPe+/YCz1lJ7Yv23fnPjxNnoD25/cHl+a4d+9eRo0axbhx47j++uspLi4OavuWlhbuvvtuPvvsM9555x10Oh3XXHNNZw/WLbfcwnPPPYfTeTTY/Nvf/kZGRgZz5swB4LbbbuOjjz7i+eef58svv+Taa69l/vz57N27t3Ob1tZWfvnLX/LMM8/w9ddfk5CQwNVXX83FF1/Ml19+yUcffcSyZcvQtJE5T6tUWRwhmirqAXAYHeiNwaUepk1Pxw3EOOJpa/UTGRW+N7s134o504yjxNFj2qJf8xORGYE13xrS49rr3Zjd7UU0Rsf3u35REcwsKWTmuDvhwF+ZUDGBFRP1vJLrJbOxlN9sXIh/5z8oKipg1qzg29PaUN/5f0OcAZ1RR8wZMdi/sHPm/jNxj3mLTz6B888Pft9CCCGECB9fq4+imBBlsvjBWeLk/bjAUgnz7fnoo/UBrXvOOeewdu1aJk2aRHl5OatWrSI/P5+vvvqK2NjYgPaxcOHCLr//6U9/Ijk5mR07djBt2jQKCgq47bbbeOWVV1i8eDGgeryWLl2KpmkUFxezZs0aiouLGTVqFAD33HMPGzduZM2aNTz88MMAuN1unnrqKfLy8gCoq6ujsbGRb37zm4wfPx6A3NzcgNp8MpIeshHCXtUIgMsY/NijsedMAMBqT6R4Z0VI23U8Ta+R83gOAP7jbxdpqtBHzuocNH1og8LakhoinSpVMSE7uZ+1oaLUy/zcZVz7H6U0RzRj9pgZWzUWgFILLF4M83KXUVE6sC4yV5Nd/WtwojOqP8OOcWQz989kW04lH/5dKnsIIYQQYmAuv/xyrr32Wk477TTmzZvHhg0baGho4IUXXgh4H3v37uW6665j3LhxWCwWsrOzATp72iIiIrjhhhv405/+BMDnn3/OV199xdKlSwHYvn07Xq+XiRMnEhMT0/nz3nvvdUl9NJlMnHbaaZ2/JyQksHTpUubNm8eVV17J448/Tnl5+SDPyPAlPWQjRGutnUhicOmDD8iSJ2ewh0NEu6LZ9+l2Jp2ZHoYWHnO8gmT2ztrO+Pemovcfvcvjj9Mx7Y+5JBf0HzAFq7qsvHPMliWt/6InE6psXD2/Fp8Gu0ft5qwDZzG5dDL70vfh10Dzw0Pza3mpygYEP1+ap029Tk5jW+eyhHkJHPnlEc7afxa/+Sbk/fl11p37fdLTIT8f9IHdEBNCCCFEGOmidOTb8wNat2FTA9uv2N7vetM3TMd6kbXLMp/PR1NTExaLBZ1O13nsgbJarUycOJF9+/YFvM2VV15JVlYWf/jDHxg1ahQ+n49p06bhcrk617nllls4/fTTKSkpYc2aNcyZM4esrCwA7HY7er2eLVu2oD/uQiYmJqbz/5GRkd3SEdesWcMdd9zBxo0b+fvf/87999/P22+/zbnnnjuQpz+sSQ/ZCOFoVHOIuQ3OftbszmAx4DSoAKH86wMhbVdvdkd/2CUY2zZ6G9vmfRqWYAygtqKCqPYeMnMAVRYbY2yUxAEa7EnfA8Dsr2aTdzAPnU+HX4MjcWq9gfA6VVVMl+loAB13fhy6KB0JLQlk1I0nyfw0ry5Zx8rZNsZleQdd2VEIIYQQg6dpGvpofUA/CXMTMGea6aW4NGhgHm0mYW5CQPsbzBgqu93O/v37SU8P7MZ7bW0tu3fv5v777+eSSy4hNzeX+vr6butNnz6ds846iz/84Q8899xz3HTTTZ2PnXHGGXi9XqqqqsjJyenyk5aW1m8bzjjjDO677z4+/PBDpk2bxnPPPRf4Ez6JSEA2QjibVE+Lx+DqZ83uNE2jKUr9gTUWV4a0Xb1xNzd1+T25OZnDNbawHa++rApd+9vdYOm/Y7iyvb5J/o58vvH5NwCYcWgGq/+8mnWr15G/I7/LekFzqcGwHvPR10tn1tE2We3wrP1n8dmM7Vw1bQkrs2fzXlkWzy4slKBMCCGEOIkcO1SjW1DW/ns4hmqAGqv13nvvcejQIT788EOuueYa9Ho91113XUDbx8fHk5iYyP/93/+xb98+3n33Xe6+++4e173lllv4xS9+gd/v55prrulcPnHiRK6//npuvPFGCgsLOXjwIJ988gmPPPII//znP3s99sGDB7nvvvv46KOPOHz4MG+99RZ79+4dsePIJCAbIdwt6sLerQ++hwygNVIFSM46e8ja1BfNpT54WuLV2LdRDaOoZ39fmwxKc5UKOL2aN6Du/vQzZ5G/I59VL6zC0ta1KmNSUxKrXlhF/o580s+cNbAGedXz95qPjkHzemH7rhIAZu6byQvTYMkimL0U8leUcl3uQjYuKwzJxNRCCCGEODGSC5KZun4q5oyuGTrmTDNT108NW3ZQSUkJ1113HZMmTWLx4sUkJiayefNmkpMDO55Op+P5559ny5YtTJs2jbvuuov/+Z//6XHd6667DoPBwHXXXUdERNdK2WvWrOHGG2/kBz/4AZMmTeLqq6/m008/ZcyYMb0eOyoqil27drFw4UImTpzIsmXLWL58Od/73vcCPwEnERlDNkJ4W1UKnFfv7mfNnrmiVA+b3x7+q32PBwxeFeR4J7hw7W/DVBuJXx9JbY2fxKTQ3yVqq1MBp8PUGlB3/4VjLubOjXcAdKsGqUOHDx93vnkHF/7t4gG1R+dtT9eMOjrxYZHNS2LafXDgCaYXT8fsMuM0qQC7o5DI0y8so8i2gFmXyIAyIYQQ4mSRXJBM0oIkGooacJW7MKWbsOZbw9Iz1uH5558Pepu1a9d2+f3SSy9lx44dXZb1VHq/pqYGh8PBzTff3O0xo9HIqlWrWLVqVY/HXLp0aWcRkA6pqam89NJLwTX+JCY9ZCOEz6kCqYEGZP5Ytb3BEf4YvWS/E7MrBYCE6fFEnqHm48KTzdf/KgvLMZ3NaozdsUU0+tL8QTOJTUk9luYHFZQlNibR/EHzgNqj86qpCbRjphhw2Ww8cNV2KuIqMHlN5B3O63zM377aQ/NrcR0zmaIQQgghTg6aXiN+Vjyp16USPys+rMHYieJ2u6moqOD+++/n3HPPZcaMGUPdpJOSBGQjhN+pelp8+oHNJqxPUIGY0RWJzTbwCY8DcejD3Vha1IDSlDPGkHZOBgBpdTnsefedsBzT3ap6mgKdFsBVHthYvEDXO57Bq9IWjMeMZyvTbJRY4bPxnwFw+eeXM2f7nG6FRMo024COKYQQQggRSh988AHp6el8+umn/O///u9QN+ekJSmLI0V7x5jPEHwkVVgInx+IZjxg9MSy4rurqfPcyurHTRQUhLaZAHu/+phR9WpywKTcJLyjvJRSyviK8ew7/C/gxpAf0+dQJ8hjDCyAMqWbQrre8fRelV9tTjiaT26cAuyGFnMLALN2zmLWzlkAVFmq+N3831E0pUitJ4QQQggxxGbNmtVjCqMIjvSQjRRu1e3tN/j6WbGrwkJ49P572T3zDwCkNIyGi9fiXRjDo/ffG5aqfkeObCWtQZU6jRofRczpah6K7OpsqjzbQn9AwO9SHxYeU2ApndZ8a0Blaq351qDb4nKB0atK8EenRncuz5ipCoks/mhxt0mzjy0kkjFzVtDHFEIIIYQQw5MEZCOEztP+UgbR5+n1wlO/vBfz9M3cuvGHAKQ2pbL6z6v5zZq/YZ6+mad/eW/I0xeb68sweU14dR7MmWYisiPwRLgweU24DV7aAhvmFRStPWD1mQJ7Mn2Vqe0IlgZapraxzovJrQKxuMyjdfP7KyTix68KiYwZWCERIYQQQggx/EhANkLoPO1V94LIoLP920V0yiesfGEV8S3xXR5Lakpi5QuriEr5BNu/BzZOqje+VrW/Fksjml5TEyxOaQ9A/Bns+KgxpMcD0NoDVn9E4N3qvZWpdce4BlWmtqm0CXN7QBaTkdC5PNyFRIQQQggxMJKWd3Ib7q+fBGQjhN6jqvbpzIGXQ99qe4rrN90K9N4js2TT99lqeyp0DQV07QUtPClHA72kc1QKo6U5h71vfBTS4wEYPN2rGgYiuSCZcw+dS+46NRGhW+em6BuvDmrOkNrScqKdKk3TknY0IAt3IREhhBBCBMdoVNcPra2tQ9wSMRgul7p20uuH57RBUtRjhDB41Uupjwj8jRZd3EhK0+m9Pq5DR2pTKvXFuwbbvE7NTX5MbhWEROVEdi5PmplE7dO1jK8Yz+6dbwDzQ3ZMAH17EGiICf4PUdNrJC1IAsDoM2K3Vw2qLVXlpUQ7VA9ZdOLRMWThLiQihBBCiODo9XqsVitVVeq7PyoqKqD5TEPB5/PhcrlwOBzodNKHMlA+n4/q6mqioqIwGAx4PAOrSB5OEpCNEAavukjXRwZ+sT4xMSuk6wXi8NY6Ih2q5H3yGemdyzsKe+RU5PDPsS+E7HgdOsrMm+LM/azZM32kHqfRgdkdgXeQd8nqaypIdCaqdlmP/gla862YMkw4S509py1qYM4cWCERIYQQQgxMWprK4ukIyk4Uv99PW1sbkZGRJywIHKl0Oh1jxowZtudRArIRwuBRgZgpOvCALO8b32D76q8DWi9U9n/yOSmNKhBLzxvduTx6SjQ+nReLw0KroR6vF0LZq2z0qN64yITIftbsnTO6FXNDBH5XcJUsj9dQW8lol3ruhrijf4KaXmPcY+PY+a2dqpDIsenO7Z8fAy0kIoQQQoiB0TSN9PR0UlJScLsDq9YcCm63m02bNnHRRRd1pk6KgTGZTMO6l1ECshHC2NEDZIkKeJuE2Ul449vQ6s3oehhO6MOHP8FJwuykkLVz/55PGFuvJtKyTLR0LteZdfjGutHt1+PXJbH3axeTTwtNap7fD6b2gCwmzdLP2r3zWtzQAJpvcH829rr6zv8fG5ABJF6TSOsPW4n/Wzyu0qNjxcyZZnJW5wxq7JoQQgghBk6v15/QMUh6vR6Px0NERIQEZCPc8A0VRVCMHhWQRVoDD8g0vcZpz5yFhoaPrr0+PnxoaJz2h7NC2iNTWb6L+FZV0TFibESXx+LOVml8prYc9vzzy5Ad09Hq66xqaM20Dng/uiR1HnS+SAZTrMfVpKokuvUudObuf4Ke8zycte8s2rJUtUnb1L8zc9+5EowJIYQ4aThbnDz7/Wd46hu/5NnvP4OzxTnUTRJi2JKAbIQwu1VwE50YG9R2yQXJTPvHNCIyugZHkZkRTPvHtJAHAc4mFWS0RtgxWLr2DqXNVDna2VXj2bVlQ8iO2VDWRIRLBaqJ2QPv7YvKUL1sRm8sdvvA2+NucQDgNPU+4Zqm1zBOVHfh6mMbqGuQNEUhhBAnh98X/JrX014h439zmLLhHDL+N4fX017h9wW/HuqmCTEsSUA2Avj9/s6AzJISfEpeckEy5x0+j/JzDgBwIPUrzj10Xlh6ZDSnCiwcCd0jmpgzjhb2OFL/fsiOWVVSTpRTBWRxGQN/TnHjVc+eyRVP1aGBF/bwOlUqosvo6HO9mLFWAIzuBKoODCICFEIIIU6Q3xf8mokvzSDB3vX7Nt6exMSXZkhQJkQPJCAbAbxtvs4xYHGjEvpZu2eaXkM/VQVLHr03LIUj/H4weFXQpcvo/nhMnnpsVMMo6vWHBpUWeKzq8nKinSplMTIx8JTO41nHqi+XKEc8VTuPDLxB7UVB3Oa+5xOLG6dSOCOdCVTvGMTxhBBCiBPA2eIk6W1VtKq3+U0T3x4t6YtCHGdIA7JHHnmEmTNnEhsbS0pKCldffTW7d+8OePvnn38eTdO4+uqrw9fIk0B9aWPn/xMyEwe8H2uW2jbCGRuyYOhYFSUezC4V1FinWrs9bow34k5u7zXSR1NWGppG1JVVYmgvxHF8mmQwrGNUD1lCSwJH9gf+Pu2mffoLr7nveTDiR7cfz55A2cE9Az+eEEIIcQIU3vssifaUnqduQQVlSfYU1t/z1xPcMiGGtyENyN577z2WL1/O5s2befvtt3G73cydO5eWlpZ+tz106BD33HMP+fn5J6Cl4eH3+qm31VO5rpJ6Wz1+78ACkNojNQC49C6SBpGSl56rxnBFOy0014e+rOuhjw5gaRkFQNpZPc9tFjVD9ZL5PePYtfFASI7bXHm0qqF+ABNDdzCnqcIp8fZ4Kkr3Dng/mkf92fkj+y6fb05Xx0uwJ1BZLgGZEEKI4a25pL7/lYDG4towt0SIk8uQBmQbN25k6dKlTJ06lby8PNauXUtxcTFbtmzpczuv18v111/PqlWrGDdu3AlqbWhVF1azOXsz22ZvY+eSnWybvY3N2ZupLqwOel+N7R+ATqOTyJiBp+Rl5I0FwNIax5HdoU+R2731Y9Lr1RxkqVPSelwn9Wy1PLMmh12b3grJcVvqGgBoM7ai6QaeimlKVWX441viqa0/NOD96H1qP1p0P8dLV+slNidS23BwwMcTQgghToTYzPiA1osbM/BsHiFGomE1hqyxUaXeJST0PQ7qZz/7GSkpKdx8880nolkhV11YzdeLvsZZ0jWH2lnq5OtFXwcdlDVVNajtDQ4YxAzklgz1QWr0GSndEfoA4PDBz0lrUAFX5PieJ2iOmxEHwPiK8Rwqezckx3U2qB7XvqoaBqIjIDN7zDQ3VQ14Pzqv2k9/6ZOmNLVejDOG5tbyAR9PCCGEOBEKHr2e2piqblPpdPDhoyamikW/uuEEt0yI4W3YTAzt8/lYsWIFF1xwAdOmTet1vffff58//vGPbN26NaD9Op1OnM6jgU9TUxOgZj8/kbOtd/B7/ey9Yy9+v797jrUf/PjZe+de4q6IC7iwRnNVAwmk4jI6BvecTOAyODF5zFTsKe5zXx2PBXO8pppSjD4jHp0bXYqux20jpqpqkdnV2XygfRWS18hlV4GYy9g2uP0ZVWVEkzsCd0vLgPdl8KnnaIwzdtvHsefVEGXAo3dj8BrxtA38eGJg71fRPzmv4SHnNXzk3IZHx/nUmXRUX1pMwsvdh090zG9ac2kxOlPP1wCiK3m/hsfx53U4nN9hE5AtX76cr776ivff773ceXNzMzfccAN/+MMfSEoKbD6pRx55hFWrVnVb/tZbbxEVNfD0voHSb9cTUxrT64BXDQ1XiYu3fvUW3unegPZ5cNcBEkjFrXeyYcPg5u/yml0keJI5+OXugPb19ttvB7xvT7MKjJpi63njzTd6XskPkeYITE4zHgPcdddXpKW1MGVKLfoBDv9qbVQl410Gx6DPjz/SjckdgdfpGdC+vF4welTvYKO3sdd9dJxXLdKHxR6P3+0ddNtFcO9XETg5r+Eh5zV85NyGx9tvv0360gl8/vW/OHPvZV0eq4upYd9ZX5K7dKZ8nwVJ3q/h0XFeW1sHPpVRqAyLgOy2227j9ddfZ9OmTWRmZva63v79+zl06BBXXnll5zKfT3WLGwwGdu/ezfjx47tsc99993H33Xd3/t7U1MTo0aOZO3cuFkvwc3YNVnltOQfov1jFaaNOI/2K9ID2+bd1ZQC4DU6uuOKKQbXvRfPfoCWZaEx97svtdvP2229z2WWXYTQaA9p30UN/A8CX7ObKK67pdb0NYzZh2gte/xhcT37Cv5jE/436Br/6DVxzTfCFT7Y+8iYAXpNn0Ofntbh/QBMY/MYB7au+zs9Bz04AJs6YwMwrLu7y+PHndUPCy2AHvb/v10P0bSDvV9E/Oa/hIec1fOTchsfx5/V/f7ANAC9e9OjZMfoTbvzyVszRvX/3i+7k/Roex5/Xjuy5oTSkAZnf7+f222/npZdewmazMXbs2D7Xnzx5Mtu3b++y7P7776e5uZnHH3+c0aNHd9vGbDZjNpu7LTcajUPy5i769C0yyAlovetvuiWgfXpaVFerV+8a9HNymtVdAk+zM6B9BXoeHQ4weqwARI4z97pNYSEcOtDKDGJJbMwh78z/ZEktZB/O4AffegLDPwooKAj8+QDgVr2RXpNn0OdHn6iDI2DwRg5oX61VTZjdqppHfFZSr/voOK+GFB0Ug94fBRiRz+PBGaq/+5FOzmt4yHkNHzm34WE0GtGhkV41CYC9mV8yueQM0PzEWGOGuHUnL3m/hkfHeR0O53ZIA7Lly5fz3HPP8corrxAbG0tFRQUAcXFxREaqtK4bb7yRjIwMHnnkESIiIrqNL7NarQB9jjsbTvZFbMNosZDUlNQ5mfOxfPiotlSzL2JbwPv0tqoJhj36vicaDkTHZMX+tsDSJQNV/HUzUQ5V0CPlzJ4rLHq98MayQq5K+T8o/xHjK8bzvaXqsczGUn6zcSEbl/2DBQsKgkpf7CwzH9F3mflARGZEwFYweGNpbYVgs17rSquIap+kOnZU/1WmokdHwmdg8FioqvSTkRn6CbuFEEKIUCl68jWSmlNx69x4T/NDCUQ6TnxGkhAnkyGtsvj000/T2NjIrFmzSE9P7/z5+9//3rlOcXEx5eUjp8JcRsZ4fjf/d2ho+Omaftcx4PXJ+U+SkTG+lz1053Wo4MmrH/ygRF+kmqxY5wztW2P/R9tIalRzkI2a0XNPaJHNy8yUZdx91T4AJpdOZs6Xc8g7mEd5jI7Fi+HMlGUU2YILFvWe9vsOPRd2DErcOCsARnc8VcWOoLevLi8l2tEekCX1/wUVM1YFbSZXItV7G4I+nhBCCHEifbn+cwCKU/aQcpr63o9t67t6thCnuiFPWeyPzWbr8/G1a9eGpjEnyI233coD/30PKxf/lDs23Emi/WgvSbWlmqfmP8n+jA+58bZ/BbxPn7MjIPMMun1ae0aB3hXat8beXR+TVa9SNeMmxvW4jstm48H5teQcmY4fP1HuKH5S+BMAqixVPDn/dzw0v4hnbDa45JKAj61vLzOvjx74pNAdrDmptFFOlDOeyh0lZE/uP/30WLXV5Vic6iQbrf13kcePS8LOEWLa4qncdRBmBzbHixBCCDEUDEfUTcfGjHqmnXUObdixtiTibnNijOw+hEQIMczmITsVmCJM3GG+m6LcIpYtW9a5/O4b7+b6O5dQlFvE7ea7MUWYAt+pSwW2PsPg0wwN1vY5sjwh6E46RmXJTuLaVCAWMTaix3XKNBtjS/N5YP0D3R5Lakpi5QuryC7Np0yzBXVsg1d9ARgtQZzTXsSPVgFRvD2eI3t3Bb19Q20lUU6V56i39B8gWjJVL1qCPYHSQ8EfTwghhDhRHPVNjKmcCsDoy6cx7dKp+PBh8BnY897XQ9w6IYYvCciGwI8eeZSHnf9FhLelc9ne9L2k2jUedv4XP3rk0eB22F60wh+CgCwqRQULEa7oQe/rWG319QC0RDZhiO259804GW7beBtAt2kBdOjw42f5xuUYJwd3bKNHBYDm+MEHmeY0Fdwl2BOoKNsX9Pb22rrOsYOGuP57Ic3pR49XVRX88YQQQogTZcND64lxxtJitnPVfd8gOi6SpqgGAPZ/tGdoGyfEMCYB2RD50SOP8ua1m3EY1Dikx/wPcvDh1uCDMUDXUbTCGHxJ+OPFjVE9QBGu2EHvqwuHaltbvL3XVTL8s0hpSul1jjYdOlKbUsnwzwrq0EaPCjKjUwZf4cmUqnrZ4lviqak7GPT2zkZVWtWjc6OL6P/Pz5SujpdgT6C+8VDQxxNCCCFOlPJNxQAcTt2FOUql5TdF1QFQvWfk1AMQItQkIBtCYyfnYI9QAcr5584LLk3xGDqPSn3TQjDsK3WSqoAY5YyltWXwAR6A3w9Gj+px09J73+ckpgS0v0DXA/C4/ZjdKiCLG9Xz2LVgdARkZo8Ze2Nl0Nu7WtTk2E5TG5rWf8VEU4o6ntFnpK2lLujjnay8XrDZYN069a83tEU/hRBChEFMZQoA7rFHP7RbI9SNyJby5iFpkxAnAwnIhlB0QjRtZhWQVe8N/uK+Q0cVQc08+JczIy8LgNi2OMr2DbxNx6qr8RHhTgIgfkrvQVFERs9jywa6HkBTtaMzIEvI7r/MfH/00XpcRtWr6WoJfmZ3r0NNK+AyBVahUWfW4YhQqa0+Z/BVHU9GhYWQnQ2zZ8OSJerf7Gy1XAghxPDUeriWMVW5AOR99+LO5a4I9V3paxh84TEhRioJyIaSpuEwqYvthpLaAe9G71VpATrz4KsIJmarHrJIdyRHvt476P0BHPykhNgWVfo27eysXtez5lsxZ5rxaz33ovk1P+bRZqz51oCPXX2korOIRkJWSuCN7oMjSn25+N3Bf7n42ytiuk3OgLdxxahATBv8rAbDXmEhLFoEZSVeLsbGt1nHxdgoL/GyaJEEZUIIMVyVvrYbk9dETWwlF91wTudyX7T63tO1DGlhbyGGNQnIhpjTqAKy1oqBd+Ub2gMyQ+TgP+wMcQY8OhVoVO45Muj9Aez57GPSGtIBSJue0et6ml4j5/EcNYbs+Gw+TRX6yFmdg6YPfHLkqvIKYhxq7Fhs8uBTFgE8sSoy0jwDON9uFWx6zYEHc7749i8z3+CrRA5nXi/ceSdc7S9kv5bFyuzZXDVtCSuzZ7NPy+IafyErVkj6ohBCDEdasbqkLEs9gE539HtaF6+uUUyOqCFplxAnA7ldMcRcRtXb4qhvG/A+DJ72cUZRg5/fQ9M0Ws3NWNriaThSPej9ARw88DnnNKh5w6LG9/2BnFyQzNT1U9l35z6cJUd7kcyZZnJW55BckBzUsetKK4nzWoHAqhoGQpcIlIDeF3jqZOe2XtWL6YsIPKowpxlgLxh8MbS1QWRoZyQYNoqKYGZJIUtyF5I/H0qOiZ8zG0v5zcaF+Hf+g6KiAmbNGrJmCiGEOJ7fT3LdeAAMU7tWaY4epaZviXKE5qaoECOR9JANMY9BBR3eJteA92Fsn/jYFBt8gNCT1gjVW9dW3RCS/TWVH8HgM+DRuTGP6j9oTC5I5txD59KQpALCD3Nf4tyD5wYdjAE0VtR0/l8fO/iUToDIUeo8G7yxOIIc1qXzto/3C2JWgZhs1cNn8MRRWTZyu4cqSr3Mz13G4sVQFqMj72Aec7bPIe9gHuUxOhYvhnm5y6goHbnnQAghTkbbX/mQMTU5AMy+98oujyVNzgQgti3hhLdLiJOF9JANMa9BBWK+Ft+A99Exz1aEJTTpAE6T6rVzNQ681+5Y7vbKgs2WejRdYOmGml7DneaAGmiMqg0qTfFY9mo1/5nT4EBnCM39h7jxVhz4MbmsVB5xkTUh8FRCXfsk1cEEh5acZOppxOxMpGZXNdnj04Ju88lgQpWNq+fXcuHOfG7beBspTUfH/FVZqnhy/u94aH4RL1XZgEuGrJ1CCCG6+uj/bExlFkcSDzDr/FldHht33iRqqSSuJR57bRMxiZahaaQQw5j0kA0xn7F9fJBjYAEHgMmjLvIjE0Mzd5jLrLp9fK2Dr4jk9YLeqeL+1jhHUON/zO1zcBk9MfgHWIHf0aCqWDpMwVdE7I11nAoUIp3xVO0sC2pbQ3tAZrQaA94mIUtVqLS2JlC+Z+RODt0YY2NsaT6rXlhFclPX3tCkpiRWvrCK7NJ8GmNsQ9NAIYQQPfK2T8tZm9p9rrHJF03Aq3nRoWPHO1+e4JYJcXKQgGyomVWkoXMOPJ3O7FY9ZJYQFa3wRrYHYoOssl5YCOOyvJg9VgDKGx2My/IGXCnPOkFtZ3ZbaawfWA+iq1n1znWUqg+F+DEq7SLBnkDJ3t0Bb+f3g9GrejGjkgLvzYzJjOk8XmnxriBaenKpjIXbNt4G0G1ycB06/PhZvnE5lSGes1wIIcQAeb143/4X6VWTAYg7r3sGh9FkoCFaVZI+8tmBE9o8IU4WEpANMV2kCsSMroFV0PO5fRh8qgfKkhaiAbPRKkg0uAPvxTleYSE8u7CQTWVjiHCqD+is6Ld5ryyLZxcWBhSUJU1WlRkjnAlU7qrpZ+2eeVtVSqg7hAFZRLoKgONb4ikv2RPwdvZmPyaPCsRiRgUeVZjS1Hsj3h5Pdc3+IFp6ckn3ziKlKaVbMNZBh47UplTSvbNObMOEEEJ0V1iIOzubwpt/SXJzGm6dm6s3PtTj/CTNkWr4QO3+0MxvKsRIM6iAzOkMfC4l0TNDdHtanntgBTnsVUdT8RJGJ4WmTe3VCA3ugVVt9HrhjWWFXJe7kPPvKiOpSQVWj+eXk7+ilOtyF7JxWWG/6YuJ41MBSLAncvirgfUM+Trm/TKGbhIvU+oxAVJt4Hf7mqocmNyqmod1dHzgx2tP3Yxri6OpMTRTEYSS1ws2G6xbp/4daFn6SUwJ6XpCCCHCpLCQ1+5YzasNvyb5yI8BMPqMvNv4C167Y3W3oKwtskn9W9lyolsqxEkhqIDsjTfe4Dvf+Q7jxo3DaDQSFRWFxWLh4osv5qGHHqKsLLjxNAIirKrHxOwaWEGOmmKVBuDVvCRlhCYgi0hWddXN7iBKAR6jyOZlZoqqllcRrSOzRlVYimmN6ayWd2bKMopsfV+5R2eq4yc0J3Dk8MACMr9L9fb5TKELyIypqucwwhNBc2Pgd/vqjlQT6VLPyRLEa2WIN+BtnxvO1TLw+erCoSMtdeVsG68uWcfK2bag0lKPFZER2E2JJkNoqokKIYQYAK+Xl374R2JKV5Fg7zreN96eREzpKl764R+73J1zRbSPTW8aeAEzIUaygAKyl156iYkTJ3LTTTdhMBj44Q9/SGFhIW+++SbPPPMMF198Mf/6178YN24c//mf/0l1dWjmrzoVRCepNMPIAQZk9SUqIGsztRGbaA1JmywZaj9mV8yAtnfZbDzYXi3v+dXPE9O+nx+9+iOee3wd+TvzeWh+LS6brc/9dPQMxbfGU1k+sGIWmlulv/nMofsSMMQYcLVPV+BusQe8XXVpKdEOFZAFM0m1pmm0Ravj+FyhCywHqyMt9f3SbGzMZh1LsDGb90uzA05LPZY134o504yfniu4+PHhwMF/P28NSY+cEEKI4Dn/ZcNX8R2g9/G+voobcf7L1rncF9M+FKJ1YMMzhBjpAip7/+ijj/Kb3/yGyy+/HJ2uewy3ePFiAEpLS/ntb3/L3/72N+66667QtnSEsmYkAhDpjsbn8QVdmr25ohHQcBmc6PShGRKYPCEFJxDltOBy+jGZg6sAWaYdrZZ3vI5qeT9d/FPKJtnoq3y5MdGIV+dB7zNgrx7YGLKOeb8IcaeKI7oFU6MZvyvwaKCmqpxopwrITPHBfSm5Y53QDDrP8Bj22ZGW+iKL8Gp+bFlQHgPpdrjgcAkv+hfxn8vWs2BBAfoA69Voeo2cx3P4euHX+PH3MJZMI8HyS7a/PI7ZL0/sXJqZCY8/DgUFoXt+QgghevbSs1tJs5/Z6+M6dCTaU3np2S18e576jjcmqiEQZsfAMm+EGOkCurr76KOP+MY3vtFjMHasjIwMfvGLX0gwFoSksemd//c2Bn+r316t8rJDWUUw47TRAMQ4LFQXNwa9vXFyYNXyjJP73o+m02iNVCl67ubAe6KOpfeo9EItKrSBjCdWFQvRPIFXx6yvrSDKqXpCO8bpBUpLbK/G6YsY8BQAoVRk8/JA7Z0U5voZtwJmL4Uli9S/41ZAYa6f+2tX9JuWerzkgmSa/iMRt757T2BDVAMPfGMzT7Cci/k332YdF2OjvMTLokU9jiMXQggRYtX2wMaXH7teTKYaNx3VZg1Hk4Q46Q36KtXr9bJ161bq6+tD0Z5TTsa4TNqMqjR7U0Xw44Pa6tUAWbc+dAVWknMyAIh1xHJoZ/Cpghn+wKrlZfhn9bsvR7Q6N37nwKKQznm/YgdeMbInuvaaHDpv4F1vzbW16P0qgAs2IIvMaH8e3ljsA4tNQ8prK+LT3BIWL4ayGB15B/OYs30OeQfzOscJfpZ7BK+tKOh9H9H2URddB8Con4xi+hvT0WXqiG+NJ7Pkehqm/ouV2XO4atoSVmbPZp+WxTX+QlaskPRFIYQIt8i83KDXS5uibvRaWhPC0iYhTnZBB2QrVqzgj3/8I6CCsYsvvpgZM2YwevRobP2MCRLdjRo3GnuEusIu39V9QsX+tDWqKotuQ+gCsoikSHyoMVcVOw4HvX0oq+X54lQxC50nuACmg8GjAiaTdWAVI3sTMUrt1+iNweUKbBtng+rN9Oo86CKD+9OzjLWq43msVBQHeMAwSqGUO+fDhTvzWff4Olb/eTU/+cdPWP3n1Z3jBFfMV+sFq6rsc5Kb1UDxrO9nkTg/Ed/31HvlWx98ix/OyuzSI9dRufOsI4UUBR//CSGECMINP7yY6piazuuE4/nwUR1bww0/vLhz2YRZ6jPc4oij+oAUgBPieEEHZOvXrycvLw+A1157jYMHD7Jr1y7uuusufvzjH4e8gSNdpDWKVrMKyGr2Bj8/h7u5vbhECAMyTa/RalY9b3WHK4LePtBqeYGsZ0huL8HvGVjeudGrKkZGJYU2bz1unCrKYfRYqSoNrNCGq1kFzw5jG5oW3Lg864QUAKIcidQMIHCH0JWnB6g6vbpznGByU9cqWx3jBLNL86k6PfgCP86GEvR+PS6Dq3MOtopsK80xWzD6jNz2xh099sjNy11GRal0kQkhRDiZIwwUf8eMhtatCJMPHxoaxTeaMUccvZGafcZonO3XKTve/eqEtleIk0HQAVlNTQ1paWqi3w0bNnDttdd2VmDcvn17yBt4KnCaVEDWUBJ82qenVX3AefWh7TVpjVC9OS1VwbfJmm/F1Fe1PM2PebQZa761333FZrUXwfBYAu6J6jyOH8xuFZDFpluC27gf1hwVIEU6EqgKMEDytKnXymVqC/p4CVmqTH68PYHSvcFPAVBYCNnZMHs2LFmi/s3OHvi4q6qxyQGNE6wam9zT5n3S3OpmQHNcfWfgOqH6PVZe+xhunZuZB2b22CP30PxaJlTZBvaEhBBCBOwHv7uSz5fbaTW1dlleE1vP58vt/OB3V3ZZrtfraIxSVaFLtwafeSPESBd0QJaamsqOHTvwer1s3LiRyy67DIDW1lb0gZZTE104jeoDraUy+AIa3jaV0ufRhbYcuqP9Q9ZVH/wkjppeI+oHY3t5UF3A56zOQdP330uUNFVNDh3hTKDqUGs/a3fV2uztnEstfkxo89bjx6jqmPEt8RzZszugbfwu9Vq5TcH3ZnakSCbYEygr2RvUtoWFsGgRlJV4uRhbSIphpO/JCGicYPqejKD263SCoX2cnSf5aODaGGMjumU8Bl/31NVje+QaY2xBHU8IIcTA/OB3V7J33CcAfD16G2999wBXlF7RLRjrYI9sAKDhcO2JaqIQJ42gA7Lvfve7LF68mGnTpqFpGpdeeikAH3/8MZMn91M2T/TIbVAXns764Csl+hwqh9tn8IS2TWbVJm/LwAK93bU72Za1tdtyc6aZqeunklwQWM9J8sRRAMS1JlKy/UBQbag5UkNke1XDpHHB99T0JTJd9bzF2+MpOxJYgOR3qx5Djzn4c9qRupdgT6C2NvDz4PXCnXfC1f5C9mtZrMyeHZJiGJO8k0K6XofDh8HsU72Z5qyjN3gqY49W7jzesT1ylbFBHU4IIcQg6NzqJpkruYFzFiR2SVM8nqN9vLyrJvgsESFGuqArJaxcuZJp06Zx5MgRrr32WsxmVSxBr9fzox/9KOQNPBV4DCoQ8zQNIO3QpQIyrz60AZknsj1oGGA1/W1fvMDUpgsBGPfLcZhHmzGlm7DmWwPqGetgGa3GaiU0J3B4zw7OZVrA21aVHp33Ky49KYjW968jQIpviWdfzRcBbaO1zyHmiwh+kuqO45m8JuyNgY81LCqCmSWFLMldSP58KDlmPurMxlJ+s3Eh/p3/oKiogFmzAm9PKMcJHuvwzlbMLpUOGpub2Lk83TsLmnrvge/okcMb2tdZCCFE7/Qe9d0UyNQy7kiVHeIPvqC0ECNewAHZjTfeyIIFC5g3bx6LFi3q9vh3vvOdkDbsVOIxtAc/LQMo7d4ew/kNwV/k98Ufpfandw0sDbXGvpWM+m/h03yM+s9RGCwDq5JoHqUC/gR7AttLPw6uDWXlRLaPITNZg5uIuT/GVFVGP9IdSXNDYIVPOiepjgr+ddZH6HGYW4lwRuFpDTyNtKLUy/zcZSxeTLcRfaUWWLwYnn5hGWVHFmCz6Skvh/R0yM+nzwmdTWdaadOcRPhNPaYt+jU/EZkRAY0TPFbt5weJblVpqil5ozuXT2IKu+k/NTTQCp9CCCEGz+hW39GG6ACmlrGobyFDa2i/j4UYCQJOWczJyeHhhx8mOTmZyy+/nKeffprS0uBLWovu/CbVu6U5gqu8B6B51DahDsj0FnU1rncHXy6+rtaP3q96phyZTQMOxuBoz5DRZ6ShMrj3W33p0Qp/htiBt6EnhhgDrvaKUW57YLf79D71XPSxA5v+zxGtxtD53YHnF06osvHg/FoVjB339vK3//7Q/FpevP0dVs628eqSdaycbWNclrfPsWX/elfjQOafenzMT3DjBI9VsfsLUhvVZOkZuUfHn4WrR06cOrwuL1tX2/jw9nVsXW3D65KKnEIMlsnTcdMzst91jYlqCEGEQ3LLhThewFeGDzzwAFu2bGHv3r1ceeWVvPzyy4wfP54zzzyTn/3sZ2zdujWMzRzh2mMevSv4oEHnae/GCO28x5gT2+fvcvf/IXu8La8eJLJVjSe0zhpcMQ2dSUdrhAp4nPVNQW1rr1QVIt16FzrzoOdA78YRpXqqvK7AxoR1TlIdN7C7g7441R2q9wb+PmmMsak0RQ10vq4TOOt8OvwaHImDpfGLsDGbdSzBxmzeL83m2YWFvQZl/36unPfPfoFqS/ey9g6DK6hxgseqqdhGol2lKsbmHP3StuZbMWea8WuDr9wpTj2b7y2kNCqbhl+soPLlZ2j4xQpKo7LZfO8Ay4wKIQCIcKkgKzqx/yArLlullMe0xYe1TUKcjIKOADIzM7n11lu59dZbaW5u5o033uCVV15hzpw5xMbGcuWVV/L973+fqVOnhqO9I5IuQgVVBlfwF+odAZnOFHzvWl9i2svER7iDv5P1xVsvMKl0OgBj508YdFscUS1EOWLxOoIrhtHaHsA5jMFVZwyUJ9YFTaB5+k/r9PvB2H4nMTJxYL04+mQdHASDNwq/HwKZyqwyDiiD/B353LbxNlKaUjofq7JU8bv5v6NoShHNMc3YsqE8BtLtcMHhEl70L+I/l61nwYKCLumLHg/433iJz5eM4ntNKaCHUd8bRdlTZexL3ceX1he55JtvDug5eprVFAIOUxuGhKMfT5peI+fxHL5e9LXq6Ts2Lguycqc4tWy+t5Cq51ZTGvlrEitT6LgU/DSmCuNzq9kMnPtowVA2UYiTVoRLZcPEplt7mejmqIzTswFVpMvv86HpQn+jVIiT1aD+GmJjY1m8eDHPPvss1dXV/OlPf0Kv1/PRRx+Fqn2nBGOM6jkxuYLvjdJ727vGTKH9YEsar3o3Ip2xQVfgO1TxLjkVOQDEXzT4O2HuWNUzpHMF9xydTSoQcw5g3q9AaO2df3pv/2mdDgcYPepOYkzawNI1oker7Y1eC/UBTg+XfuYs8nf0PoHzqhdWkb8jn7svh9lLYcki9e+4FVCY6+f+2hUU2bq+AT74AJJT1pB38AIArLOsZNym0gszazNxpG/jyy8H9BTR3CoN1G6t7zZ5dnJBMlPXT8Wccdz5TjINuEdOjGxel5eDz/+R2NJVJNi7vj/i7UnElq7iwPN/lPRFIQbC7yeyPSCLz+r/83fSbFWUK8oVxeFtB8PaNCFONiG7itfr9VxyySU8/vjj3HLLLaHa7SnBbFUX2uYBpAca2gMyY2RocxZHTVcX2NEOC7VlgfcweTzg97jQ+/W0WpuIyBz8mB4tQV2Y67zB7atj0myXMfh5vwIR0TG+zRuLu5/Ou6ZaNyZ3DADWMdYBHS9uvIoATa54Kg8G9ppcOOZi7tx4B9D3BM61EV0/CjoKfnyWewSvrajLY2/8vYmSSZ9zwW4VkCUtSCJqUhTeGA8Rnghaoi189m5w6aUAdjsYUefUl9pzxdHkgmTOPXQuEXer90Jx4kHq7kmVYEz06Ivf2jDVq4JTvb3/zfU38sVvbSe8bUKc7OrLajF71A2y9Emj+l0/fUISrSaV6r9n046wtk2Ik03QAVltbS3Lly9nypQpJCUlkZCQ0OVHBC82WdUi77jTFAxDe8lZfXRoqxal5WYBYGmzULxrf8DbfbXZjtmdDYD57NAU0ojM7BjPFos/iAKFvo5Js8MUkFnGqtfN6LFSXd73tAP1xbWdr68lc2Cl2RMmpAEQ05ZA1c7igLZp/qCZxKakfidwPu3QaV3Gl2l+9dGwYj6kcLSYit8Pzes3YMuKYVqxutuZdFUSmk4jYqa6oeBxT6Hmzc1BP7+DB8HsVec0Ylzv72dNr5F1jXp/RrpiqNkV2MTc4tSzffNWEu19T2CeaE9l++atJ7ZhQowApV+XdP4/Pbf/gAygMUpNCl2xPbDvMCFOFUFfMd9www3s27ePm2++mdTU1G5pRSJ41gx1gR7hjsTn9qEzBh4nG9vvTpmjg6+G2JeoVBU86P16Sncc4qzLpge03ZYXN5BZrS7Ux14ZmonCEyYm4AYiXPHU13hJSA6sFL/f1T4RszG0c7R1iJ+QShU1RDriqdpVyagxGb2uW11a2jknmiVlYGmc1jHxHKGEBHsCR/bvAvo/v67ywOa2W7l+JXFtRycpO3Z8WdW0o4U7vvwS0oxryCo/F71fT9RpUURkqYA5PT+d4n8XM75iCg2trwNzg3p+R7Y3YGqfgyxuakqf6yZOUIU/EpsT2V26GbgiqGOJU4PbGNjnYqDrCSGOqtpXgY4IWk0tmPqYEPpYLZGN0ABNJQHm3Qtxigg6ICsqKuL9998nLy8vHO05JSWNS6cjZPA0eDAlB97bZWwfv2S2RIW0TTqTjjZjK5HuKOoOlge83de7XuKyIzcCkHJx3xfVgUqekkEZFUQ7Ein/qpyE2ZkBbae51c0Cnzk840MSspOoogZrSzwle/Zw+tzeA7KayjKiHSogi0gYWBqnOf3onGz7y/YEtI0pPbD3kqXN0uX3jvFlP138U6quPpoO+Op6F42TbVyw+8cAJC84+ljceSqgm1IyhY+z/4eqKkgJ4i1Qt3UvlhZV8j51Wt+vsTHFiMvgxOQx46iTO62iZ+OvyIV1Aa4nhAhKQ0ktCWTQZgp8bkxHhB0Ad21gNwuFOFUEnbI4efJk2trCUyThVJUxbgwt7R9ojeXBTWFvap8nLNIafLpjf1ray803ldcGvI2jtYxIdyROcxvRU0PTpsSx6qI/oTmBgzsDzzvXedrf3ubQztHWITJdpejFt8RTeqTvtLm6morOHjJD3MBSOTuCK2urldq6wwFt01kuvpf6Vx3L+xpflhp1NNAse87Gv3L8zNw3E1DjxzpYzlFBXWZdJq3J5Xy8ObgJsMv2byGtQaVljprSd/qLpmk0xzaoXxz2oI4jTh0Xf+tiaiw1+Oj5M8CHjxpLDRd/6+IT3DIhTn72ykYAHKbAx5l7o9oHXNulwqIQxwr6L+Kpp57ixz/+Me+99x61tbU0NTV1+RHBSx87Cnv7XaPyHWVBbWvyqN6WmGRLP2sGz2FWbXLVB3bBW1Lsw+RVXSLeKW1outCks0ZmqMAnwZ5AyeHAxwvpParQiRYVng9+Y6qxs11VNX1XjLLX1qL3t0+2HRdYymW34yUY8epUX6qzqS6gbTS9RvrDquJlT0FZb2Nr4Oj4sgNPTMdmg8cfh9SGtUTYZxDpjsQ4ykjMjJij7Ys34h2r2mfXj2fPxgOBPjUAGqu+7kybjBrXf4+vM0HdxDD4wBeemFuc5AxGA+YHzWho3YIyP340NMwPmjEYQztxvBCngrY69RnsMgZ+k16zqO8/U9vgC34JMZIEfaVqtVppampizpw5pKSkEB8fT3x8PFarlfh4mexvICIskbS1Bz/V+ysD3s7v9WPyql4TS0pcP2sHz2VWH7Ke5sCKYmx58XMSGtT8cxnfGBuydnT0DEW7oqkpC7xUbkc5en1MeC62TKmqXZHuSJrq+w6kW+vUnUSv5kUfPbCATNNptEWq94m31RHwdntTk3h75oP4tK4XpMfO89WXV37XxOzZcNcKH97J/+T83ecDKl3x+DGkCee3T+rcPIXGD94JuI0AnpYaAFoimzHE9t82Q4YKME3+KKq7z08tBABX3nEl9sftNEd2zT5w693sW7qXK++4cohaJsTJzdXUXsnYEPj3kTmlPXXfObDpX4QYqYK+Ur3++usxGo0899xzUtQjhJxGdaepqSSwng8AZ9PRHOz4zMSQt8kTofbvdwSWevb5B89z2pHzABhzWXbI2qGP0XeOF2qtDfz8GDoKnsSFZ8C+PkaP2+DC6DHhsvfdi+hqVo87TW2D+ptxxTigBTRP4OmAe97Yhy13B3M/1ePX+Zn8p8mqEIcXtl26rd/tv8UzNHMZF1LEexObuWO9Csh2JyYy8bh1U/NTaXy2kdySKRwx/BOvd1mXSaV74/eDzqNSWdqsgfW0R+fEwCYweRI4fNBHaqqkwIieXXnHlfz6Dz/gzK+upDa2msTmZHQ+HboD24e6aUKctLytwVcyjh+vsmhiW6UqtxDHCjog++qrr/jiiy+YNGlSONpzynIaVQ52S1Xg42FqD6uxXT58JIQhIPNFqh4VnTOwC92amm0k2r+JR+/GcnboUig1TaM1qglTUzIee+B34kweleoYkRjagifHtqstyo6xKQG/o++JyNztc6I5g0jt6Ik/3guVoAtgMuoOte+/Q0T2FACizogi/TuqcIbf68ecacZZ6qSnIWZ+/FRZqrCm/gLb3oepioZ/GCaRZE/CiY8718ZzxUq6BFyW89TrPrl0MvvP+Q1ffw2nndZ/G+vqwET7PHyjAquKGT99FC68RDpSqNxWAecGVnZZnJr0DpViXDrhIL5DPpLrUqmvLsbvB7mvKETw/G3qi8MbRCXj0WeOx0kb1pZEPG43BmNo51AV4mQV9C3ls846iyNHjoSjLac0t0FdqLvqA79grytVvUVOo5PEtIHNbdUXXay6SjG4+6/U19oKBrfKCW8d3YA+YmBpeb1xxqhArKOUfSA6ArKYlPClRnhi2nspvX3/KfmcKmBzmwY3J5opVd1DMXqj8QZQPNLvh/qWf5JboqrIJZx/9K6kptfIeTyn/Zeet//zrD+z7Eofr0+E+2fD+e2TQWdQxOklL1PUdc5ooqdG443wEu2KpiXWzKebAhvsfeigH5PXCkDk+MAmSE/PVZUY4+2p1G3fF9A24tQV4bACYMo0479YfY7oPJPZ969DQ9coIU5imqu9krEp8ErG0y5T0+KYvCb2frAzLO0S4mQUdEB2++23c+edd7J27Vq2bNnCl19+2eVHDIynPQfb2xz4nabGMjWPh8PUhsEc2omhAUzxap9GT/89TF+8XUl0m+o1TZgT+t46v1V94OvdgfUMuZx+zG6Vq27NtIa8PR209mGTBk8/A5TdqrfRY+67J60/sdmqiIbJbaGmuv/g9MABaEndwtQjamyf5dyuPZfJBclMXT8Vc0bX8+rXa2hozPn6Aspj4col8Iez6Bw/dnDU+6xmBRWlXb+INb2GcYa64+n05FL5xpaAnlfZ1ioinKrConVaWkDbpE1W6yU3plBx+IuAthGnJp/XT2yrqtaadFoap393BgDZZefwxZPPDWXThDhp6VztN16DqM8RmxxNU4QaU73vg11haJUQJ6egUxa/9a1vAXDTTTd1LtM0Db/fj6ZpeAO5bS+68RnVhbq/NfBycfaqJiKIxmUYXK9Lb6LT1cV7hKv/8vWfvvoiE0vVna+cK6eEvC2mFBPsAKMnsFL6DeXNRLhUIJk0NvS9hx3MaSb4GgzeGLxeeh0vpbWX4PdFDG6SauvEFBpowexKoGpfE6lpfRdz+fS9Vo6k17KoSPWEHR+QgQrKkhYk0VDUgKvchSndxP7Xt9H8azdn7b+AS7ZfwjunvUNafRrjq8bj1bz8x398zJrXmplcXQTM6rK/9IvSKf2wlDHVU2hq/ieQ3+/zqt66C2uzCrDS+5mDrIM5w4xX82L0GWmpCa6iozi1VGwrJ6FZpbROmptLzjk57DftJ6ElgU/3vz/ErRPi5GTwqJu2WmRwGTHNUXVYHHFU7Q58jlMhRrqgA7KDBwOvcicC19HlrzkCH8zQWmdvD8gCH1cVjIRsld4W6YrtdZyF1+Xl6yc/oOqrZzm95hG13YWhH6wbN84CNjC743C0+YmI7Ps8VZWUE+VUAVn8mNSQt6eDZawFD2D0xFFT6SV1VM9fTDpv+59aZHBzcx0vMSeNBvYT15JA+a4DTL/wjD7XL9vwGbVR4zF5TWhJGhFje76Vqek14mcdrZKaV1LKXedvZNGHN3P7httxGpxcuOtCAL4c8yXNkc2smA/7k0q77Sv+/HhKKWXKkSl8kf4UDQ1gtfb9vCoOf0Zew2QAUicH9nrpDDqaYuuJb0rC11If0Dbi1LT77S+IdEfjw0fOjAnoTDrqT6sl8rNMfL5UKvc0kjox9JVqhRgIr8vL9qeKaN1fTtT4dKbfmo/eFNphAKFgbM9YMcYGl6HT0t5D1lLaGPI2CXGyCjplMSsrq88fMTBae8aY3hl4jOxoUONzPPrwzHifNlXdUY5yWmio7n6MprW7qI7LoeHx2dTEqLdSc9RhPn/09ZC3JXmaKkQR6UykYl//k2dXlx4NyCLDVNQDIC5HVYyKcMbz1vPVvY7r6pgTTRczuEqAlkzVw5VgT6DkQP/599W7X2NMleqxjD8vPuAKjx/EVPO/l6yjzFpGnCOOB194kHlfzgMgpyKHC3fmcyROrdetje0TRGfXZNOWepiPP+7/eE21e4hu74mNyA48/8URr94LeumZF30o/lzNX1gfU0tktBqjOO561WucWHceX/z61SFrmxDH2nxvIWXRWTQ8PpvDtiU0PD6bsugsNt9bONRN68bkVt+tJmtg4347uCLbr13qB5fCL8RIEtDV4ebNmwPeYWtrK19//fWAG3Sq0rV3+RsDHCMF4GxSPWPuMPWQjZqaDYClNY6SPcVdHvvkRy8TuftHXHBbOSsuziP7yDcA2Dx+OyWvLwz5l0fKpAwArC0JHPlqT7/r15VUomt/exss4ZmHrLAQfvqoGi8X35LAhp/8nXFZXgp7eOp6n3pdDXGDqyhlSlN3IhPsCVRW9F3IwuGAJqONqSVq/FjceYH3AJSPTeb83eeT3pDebULpaGc0q15YRf6OfMrHJndvY4oJT6b6om0xjuHrN0v6PZ6vTfVwNUc3og8i/UVLU4GYyR9Bo9xsFb1oOqIq0tbHHr2BcMa3Ve9yTsVEdnz6wpC0S4hjbb63kJLXF3L+7aXMXgpLFsHspXD+7aVh+V4dLHN7QBaVFFzhLG+USt3XtQ6/Xj8hhkpAAdkNN9zAvHnzePHFF2lpaelxnR07dvDf//3fjB8/ni1bAhvIL44yxqgLdpMr8DtNnhbVa+XVh+cukyXDCqhqSCU7j6aqel1edm78Pr+dns+v1qxj9Z9Xc/5eVezhnL0X8dvp+WzfsAyvK3S9FjEZqphFQnMCB/ft6Hf9xkpVgdKj86CLDP38VIWF8OzCQh6uuwGAeHs8cyeu4L2yLJ5dWNgtKDN0lOBPCGL0cw86ArIITwRHDpdis9Frr9wXX0BDxs7OCos9jR/rTXpMBrdtvA0A7bgSjDp0+PGzfONy0mMyetw+7jyram/LFEr/+R7r1tFrW/1+0PtU0OdI6L/381iR49R5NXmtHD40uHRQMXJ5G9QFYKvl6PvLnGamakwFAE6PjtZGuVsvho7X5eWrDctYvBhKjvuoLrXA4sWE/Ht1sDrGaceNCm6Ygs6qbpKa2gIbEy7EqSCgK9UdO3bwjW98g/vvvx+r1crUqVO57LLLuPLKK7nwwgtJSkpixowZHDx4kLfeeosbb7wx3O0ecSLiVcAREUxA1qYuIMKVsqiL0uFq33f1vqO9HFuftPHPcVNY+cIqkpu69pDEOGJY+cIq3hg7ha1P2kLWFlO6CkTiW+OpLNnf7/pttaq7xGFsDfnk5V4vvLGskOtyF/IfS1VvXYI9gZuuhvwVpVyXu5CNywo7gw+3G0xe9cUVkxozqGO/slFPW/ucdfbqJmbPhuxseuyV+2pjCcXxEaQ1puHX+Yk9K/C7mNMPTyelKaVbMNZBh47UplSmH57e4+Pp+SrFdHLZFBxtr7NkCb22taLi6BxkuszAi9oAxE3pSBlNoWxHQ1DbilOHoU3dCPEldn1/Wa9S4yaNrWfx+RNF3bYT4kTZ+qSNVXNrVT7CcR+7/vbfH5xbG9Lv1cHw+3xEOdX3WWJWSlDbRrYXDItyhG6+UiFOdgEFZEajkTvuuIPdu3fz0Ucf8f/+3/9j2rRpZGRkMGvWLH7/+99TVlbGunXrmD695ws00beYZJVOFkhFww4+h7rrG64eMk3TaIloAqCp7Giqz0eHbVy3qe/ek29tWs5Hh20ha4sxyYhXp55vc1VFv+s7GlRP7mAnYu5Jkc3LzBR1J3Nnmkq1i3RHEuGK6LyTeWbKMopsKiJrqvdiai/BHzfaOuDjFhbCokXQbFLPLVVfy8XYKC/xsmhR90Cn+t82NKfqHTNPMWOIDTx101MZWDXI3tbb4lDv59ySXCIz3uPbrOu1rQf3eTG7VepndE5wqS+pU1VFRktLKnXbpOCQ6FmUQ93Bj8rqekPkzBvOAmBq8Vl8+caaE94uITp8dMRGSRyggc6nI+9gHnO2zyHvYB46nw6/Bkfi1HrDQX1ZLSavulGaOnlUUNsmTVQ37GJbQ18ATIiTVdCDa8466yzOOuuscLTllGbNUKXZzZ4IfE4fOnP/sbLPqVK0fPrBlVLvS5vZTnxLEo6ao6k+WpuVlKbe74h19J7UtPU/dihQmk6jJbIZS0s8ziZ7v+u77O3j64yhH1/nstl4cL66k+kwOnDpXJh8Js7fdT62aTb8mo+H5tfyjM0Gl1xCY2ljZ6BtHTOwOdq8XrjzTrjaX4jBUA4k0xbrYWX2bLIPZ/AD/xOsWFHAggVHS+/X1L1Grk8V9Ei8ILjjdvRIDmQ9rxfufDyaP+g8WBwWDqYZWDRtCel2emxr5eelRDpUyfuE04L7Ys+YnEEllaQ0prJr3zZgRlDbi5HP4/RiaVGVO9Nnju7yWMLMBJpjmoi1W2hoOYLX40dvCG2PuhCBaE4D2iB/Rz63bbyty3dslaWK383/HUVTimgObJrGsCv9+uj3e0buKCDwlPGx50yknlqsLQm0NtmJsgwuc0SIkSD0g2vEgCSPS+/8v7shsB4vrT1T0acPLs0rGE6z6mFyNx8NbHIn911qPdj1Am5LlErV87X1H4D6HOocuk2hn6OtTFN3MvN35rPu8XWYfCoo+UnhT1i3el1nBcIyzQZAZXEpUU4VkFnSBhaQFRXBzJJCluQuZEd6DQAVUQnMXno0TfKsI4UUtWddVVRAS/zHTDmiArJgxo8BWPOtmDPN3VJnOmlgHm3Gmm/tsa0zSl+mNUaN9WvxT+kcnN5TW6u2f01C+1XGqKk9j0nrTfRYdV4j3ZE0Vsgko6K7Ix8dJt6uUqunzuuawaFpGr7Zqifb45vOO1f8iq2rbcNqnI44NZx9zSzyd+SzqoehAElNSZ2FlM6+ZtZQNK+bqn2VALSY7Zgigru3P3n2ZLyaF71fz45/fxWO5glx0pGAbJgYNXYMdrPq+WkMcG4Oza2ulv2G8AVkHrMKxPxtRy9Q8vLyAto20PUC5bWoIEvn7r9Soc+pzonHGPp0TuMUAvriNLbPj11bUU6MQ90BjEwIrjxwh4pSL/NzVZpkRZwqWJJgV+keHWmS83KXUVGqXqdPPnBTPqqMSWWTgOADMk2vkfN4Tvsvxz+o/slZnYOm7x6xdbT1jWkqIJtScnSi8J7aWlH6GWkNKiBLnBhcwKqP0NMU1QCA114T1Lbi1LDzrc/R+/U4DA6yJmd3ezyifZzs+NJz2VN/77AuMy5GrouzL+aOjXcAvQ8FuGPjHVycffFQNK+bhlL1edtmag16W3O0kaYole5/6JO9IW2XECcrCciGiVFjR2GPUAFZ2c6ygLbRPO0vnzF81eV8UeqiWec8+lZJuDgBb6oXHz0Hgj58eNO8JFwc2vxwXaJqg9Hdf1DT0XvoNYU+nTNjxqyAKhBmzJgFQF11OdHtPWQG68BK8E+oOpomWR+tvsimHplK3sE8NL86Lw/Nr2VClQ2Aw//8kipzNhGeCLBA1MTg52JLLkhm6vqpmDO6TsVgzjQzdf1Ukgu6l7w/tq07MlVAduaBMzvHQvTU1pb6g5g9ZnyaD/OYwKd96NBqVeMcde7Q94aKk1/FdjW2sNZSiV7Xtcz25nsLad65FJfORUZ9Bpvir2XFxXlcsLx8WJYZFyNX8wfNJDUl9VlIKakpieYPgqtEGy72SnXj2GnsufJ2f5oj1fdY3d6qkLVJiJNZeCZoEkEzxZhpa+8hq90f2AeU3qMuLjRjGMc8xKh964/pldL0GlOfmMrOb+3Ej7/LF4gPH5qmMf3J6T32ngyqKWOi4RMwuS34fKDr63ZCe7DqN4c+WJ1ecjrbm7b3+nhnBcKS6TARGmuqGeNTk6Yb4gb2J9cY054muSOfb334LQDyivNY/efVXcYXNMbYgEuo2vpP0tJVz1TcuXFouoG9FskFySQtSKKhqAFXuQtTuglrvrXP17ajraftUwU6Muoz+Mk/fgLQY1txqICqObYBnTH4e0S+FCeUgdFvxOGAiMHNLCBGmJZydeHYGFPXZXlHmfG/5s3kv/epz4lb374VUO/T387/Hf+xYRkzf74AvUnmSxLh5SoPrFpyoOuFm6NODWcYaOGstvaCYa2VwyPAFGKoBX31c+DAgXC0Q3D0TlNDaX1A6+u86uJeiwhfR6fJqgKx43ulEq9JZPvZB3EfV+ExcnQk09ZP67X3ZDCSctU+ze54aiv6TkXUe9rPTWTog9VgKxC21jYAKljVRw/swq4y7miaZKyjayXCY9Mky2PhnXegzvN2Z6pg/PnxAzpmB02vET8rntTrUomfFd9voN3R1nteu6fbpNLHtrUyDjweMLTXdHYlDexOa0S2GsNn8lkoLu5nZXHqUdd9OCxd319bn7Txz7Fq+o6OanEdkpqSwjJ9hxC9GUwhpaHgbhxc4SxXhNrO1yjjNYWAAQRkOTk5zJ49m7/97W84HKGvYHcqc7UHZK3V/VcRBDB4VLCkN4evozMyVaXamd3dy/HvNLyCzqfeQuMfH0/ev/M49+C5YQnGAJKntJc4b02kbHvfV9769gss3QADoL4E+8XpbFavp9PUNuCeqvTTA0uTvOuXs7j0UmjO+KozINvuObFzvQTa1vTTZ1FSAibU+DrD6IGdm9jJatyZ2ZXEkd3Bj2cQI5vRoT67tJSuX3dDMX2HEL3pKKR0/E2sTn0UUhoKntb2eVANA+ux80arQMzl9GJ7eTVe9/Do+RNiqAQdkH3++eecdtpp3H333aSlpfG9732PTz75JBxtO+W4DSrAddUHFuga2oMOQ2T/RS4Gyjpa9a5EuGLxH/M94fWC0evE4DfQHF/P6DtGB9R7MhgJ2erCO6E5gQO7dvS5rsGjxiIZLaE/N/1VIPTjx5R59IvT3apeT6dp4HOiTS85PaCJmkdvncqVvMKRJB+ZdSqAvf7nsT1OHB0ugbZ1esnpHNrtxORSUz7ETIob0PGSp6nnGdOaSu0XhwfWaDFiRbepz43YnK49xR3Td/T3PtXarOFuohBdCil1C8r6KaQ0FPwO1UbvAApnFa65lw/T1HVjYsNYVry8lrE/iqFwzb0hbaMQJ5OgA7LTTz+dxx9/nLKyMv70pz9RXl7OhRdeyLRp03jssceorq7ufyeiRx6DKkrgbQrsA87gUQGZMSb4QgiBSstV5fijnBZamo8W8dj2gZ0o13gAIi44MUMRzaPU80ywJ1Ba3HeJc6NHDSSKiB9YVcO+9FWBsOOLtPFbWZ1fnD5newl+48CLTgSaJrmem7ht/NW4PO2VDXWlXMZrrFihgugTIZiUzuoth4lqn4MsaXrmgI6XkatK5Sc1pVKz5+sB7UOMTM4mJ/F29f7KOn98l8eGavoOIXqTXJDMxnN/hU/rWjDLnGHqs5DSUNDaC335TMFVeS5ccy+Pb9zMkqJbAJhQMYHVf17Nr575G49v3CxBmThlDXjwkcFgoKCggBdffJFf/vKX7Nu3j3vuuYfRo0dz4403Ul5eHsp2nhK8BnXh7m8LrBCF0asCFHNs6IOODunTxgAQ22ahfN/R1/Tjdf9gQpmahHfSt0Nb3r43ptT2ANRnpK6stO91PaqqYHRyeCac7K0CoR8/j169iq+/+uzosvY5jTzmgadkBJomecN1Zcy7ASaV5QKwafKX3eb9CreAUzrTTFTs2kpyo7pgzghyDrIO8e09H3FtcdSWyZw24qj9b+0ixqFSdk+b3/Vzaqim7xCiN36Xm6JJH6D3H0213z56O+M2jB5WwRiAzt1+IzaIIkpet4u/vPwJK19YRVxr14yIjnGbf335E0lfFKekAQdkn332Gbfeeivp6ek89thj3HPPPezfv5+3336bsrIyFixYEMp2nhL8pvYS847AXhZTe1pehLX7+K5QSchKASDKFUXxjn2dy/fte53xleqOc9rctLAd/1g6s47W9kqUjrqGXtfz+cDsVgFZXMbA0uACkVyQzLmHziXv33nk/i0XfZweHToqLU1UFv8BX/uNw4754rzmgZfgDyRNsspSxUc5qvrj1CNTAfhs7M5u836FW/9t9WHHi63WyoF9W0ltTAUgZuzAxroZLIbO94WrQW4EiaN2274EoD6qnpSUlC6PDdX0HUL0Zv/Gz/G5J3RZpvPrOLh79xC1qHeG9srLusjAx2nbXnqKJTZVybS3cZvftn0f20tPha6hQpwkgg7IHnvsMaZPn875559PWVkZf/nLXzh8+DA///nPGTt2LPn5+axdu5bPP/88HO0d2czqA8rgCiwF0OxWt6aiE8PTCwRq3iyvpi7kK/eUAOByga5NBReNqdWYkk9c1ae2KHXh7WnpPf2vucZBhEsFqQlZSWFtT2cFwutTO+9gnr/7fGqybXz6ierp7KiG6Y8ceAn+Pidqbp96YF/qPtDgjANnMLVYBWQ7MtRYu2Pn/Qq3/lM6NWKinmTJtz3Ya45g8Bnw6DxMvtA84LFuzXENAOhcUtRDHFWzW/Wk11kq0bSub0ZNr3HaU6ehaVq3oMyPH03TOO3J04bNmB0x8n3w9muMr5wI0DknY7w9nuKD+/rabEh0DAswxAb+/b/39caAxm3ufb0xJG0U4mQSdED29NNPs2TJEg4fPszLL7/MN7/5TXTHTQiVkpLCH//4x5A18lShb7/TZHD1PybM7/Njbv9AjE22hq1NmqbR0j5fSEOpmh/tszdriHFMVseeE75gsCfuWFUgQ3P1fpFUXVJJlFP1kCWOTT0h7QJIvEoVDzh/9/nYJtj55A9fAKDztt9JjBnchV2vaZLRKtX1/L3n89KjL/HYXx4jwqveGw8//zAX7sznSBzt836dGL21VUOjaHIRa+e+xFLvH0gx1wDQEFlLWamPRYsYUFDmSVQFUwxe/QkbKyeGP2eVCtDtMT1PJZJckMy09dOIyOyad+U0tjLqsexhlyYmRravS4uYVDYJgMQr1PdJfEs85ZWHhrBVPTO1Z6GYrVGBb2PPCul6QowkQQdkb7/9Nj/84Q9JT0/vstzv91PcPgmQyWTiO9/5TmhaeAoxxraPCXP1n5TtaTl61WlNH9w8U/3pTBOsagDgwxf/Su4RNdB90rWnhfXY3bQ/VYOn93NUWVpGtFP1kFlSrSegUUrCZQloZo1RDaPAnU3lh88AYGgf62ewDL74SZc0yedyyft3HhXPFPHu1HcB+pyjrDJ82ZsBtTX7oWwAztl3Dhuzkvl+8m1Y9KrXUDMd4SDZXOMvHFABEuNo9VFm8kdTVhbCJyFOarpmdZPLFdd7j3pyQTLnHTqPvH/nEfUf6uJyd/oeisu3nogmCtHpoG4nE8tUD1nCN1SqbKQ7ktqq4ZeKbXapv5Wo5Nh+1jwq64JvhHQ9IUaSoAOy8ePHU1NT0215XV0dY8eODUmjTlWR8aq3qWP8U18aK5s6/58wOjFsbQJwmtVdZleT6oUoPvgOGfUZeHWeEz6+wpzWHty4e++Zqz1S2Tko2hB3YipAAuij9cRfqiLG8/ecT33yKxw6BIb23ipzfBCjn/tw/ETN6TNmMe3INJVm1c+8XyfasW3Nui8L8uIwe8x813YzD8zx06RXN3ZaoipI00p4kUUDKkASO9EKgNmdSPH+4Mswi5HJ3KbGJRpS+06r6nifTvmRqk46qSyXrz57KeztE6KD3+2hNNpNWnuRI+tFVtx6VdyirbF5KJvWo8iOcdrpgV8DXHx7Ek2mtj7HbTaa2rj49vAONRBiOAo6IPP7ex4HY7fbiYgIzQXnqSomWXVhRDr7L9JRe7gWAIfBQXJGSj9rD47brNIEfa0eWlrA6FQXN7Vp5RhiT1zAA0cr6kW4rbS29PxebCxX58aHD30YJobuS9JV6ovk/N3n8/nEMv7151KMHRUfUwNP7QhGMPN+DSVN06hZqG7aXLbtMr6yjsfnVRcfb04uZ9wKKMz1s5oVQRcgSZymKjRGtaVSvbXvCpzi1BHbplIO43MD+4yMzo2mLaKVCE8EDY1Hwtk0Ibo48NYX+NsLeujHGzBYDLRFtgDgaRl4Qahw8Pt8ndcpiWMDv/4wmDS0O89Co/u4TR8+NDR0d56FwTSw9H6vF2w2WLdO/Svp6+JkEvDV9N133w2oi6oHHniAqKijF5der5ePP/6Y008/PeQNPJXEj1EXDyavGa/Diz6i92CisawOAKfRSWRseC70O3gj1ZeB5tDY/PJhLC2qYIRvxsCLVAxU6vQMKqklui2Rit11jJvRvXewpboBAIepDU13YgfkJ35TtSe3JJc91ngOPf8sKR71xRWXYQ3LMYOZ92uo5cRupdLyDuamS/j+m9/vLH1sdpspj9GxeLGP9S8cYXJ1ETAr4P2OmpLJPvaR0JxK3dd7gOxwNF+cROzlduKb1RjSCZdMDmgbTafRmttC5BdR+PxJNFY6iEuVG40i/N5/6zVyKtrHj52jep1c0U6wg2+YVYGvK6nB5FU3ZlMnjwpq2ysfTeY1puF6bC+J3qNPrF4fgenuCVz56MDGbRYWwoo7XSQYniIqZj+t9vHUeW5l9eMmCgoGtEshTqiAe8i++OILvvjiC/x+P9u3b+/8/YsvvmDXrl3k5eWxdu3aMDZ15EsZm95518hT3/fFc1OlqkLkNLaBFuagI1oFXnq3kY9eWcP0w2r8WNQ51vAetwfJE1SKW7w9gUNf7exxHUeDGvPmNLadsHZ1MI8yE3tWLDp0nLv3PFyRf8TcXvHRmhWe1NKA5/0KcL1wmppUyo8W/QG3zs2Zh84kp0pVY7xx04089/g68nfms2K+Wi8YyRPVl3iSPYnK4q2hbrY4Ce15fTtGnxG3zs1pswKfSyx9nrrAjGyZytd/+SRczROii69LNjGxXI0fiz1LjcvyW9or9fYxZnoolH6teo99+MgIMiADFZQtaD2P3bmqCvDhpN0saD1vUMHYo/ffi+faKLYtvYuPFv2ObUvvwnNtFI/ef++Aq/cKcSIFHJD9+9//5t///jff+c53eOONNzp///e//82bb77J73//eyZMmND/jkSvMsaNoSVCpSjUlfRcFaxDS63KKXcbeh+sHioGq6oSaPCYqSr5lISWBNwGJ/7JJ76HLCqjvXqiPZHDB3oOyFzNKhBzDUFABl2rLW6buqezwMjB6sSwpFD0N+8XGphHm7HmW0N/8CB9EFNNrH0iBl/3zvmOiUGzS/P5IKY6qP2aUkw42/8WHHXFIWmrOLntf19d7NVYqoiNDLzwwKS5qjdtYuk0ttv+EZa2CXG8g9rOzgqLHQGZPlF99+rd4ZtrdCCq91cC0GZqxWge2LAAg0kj4syObfWDSlN86pf38sni/6Eyxk/ewTzmbJ9D3sE8qmL8fLL4f3j6l/dK+qIY9oIeQ7ZmzRosloFN4Cr6lpo9CnuE6t0p39l3qThHvQrcTkRAFpmkgiCTKxpzezENe04dGMN+6G46enmiXFFUlRzscR1Pqyrq4DaG/9z0pGMc2Zn7z6RotJloh/oyfeauXYzL8ob8bl2fc5S1/56zOmdYzKdUPiaZ2zbe1uNjxxYgKR8T3J1STdNosqg0Xtqa+l5ZnBLqD6hpOupjq4LaznqOFa/OS5I9idKarWFomRBd+d0eyqM8pDSl4Nf8xJyhvmejMlVgZvTEQi/j94dCfYn6rG0zD27ex+RJqnctti3wStFel5etq218ePs6tq628c6bbey44DEu3JnPusfXsfrPq/nJP37C6j+v7sy6+PqCx7D9e5jlfQpxnIDGkBUUFLB27VosFgsF/STjFkrf8IAZI404TCogqznQdw+Bs1H1/rj14Q86LKPVOJ8IdwyJjarM/airRlNBbdiPfTx9rB6XwYHJE0H5vhpsNsjPB/0xN+l8DpXu6TYOzQdw9GnReJPMRNTA6YdmdPaQLc/8Nv9TauQHC5+AfxSENK+9Y96vfXfuw1ly9D1hzjSTszpn2MynlL4nA/qIlzoKkLAHmBHcvp0JLVAHOp+6dgl3Jq8Y3jy16u+/NSa4AF0fpadpTD3xh5Lw+iJxtvkwRwZ971KIgB16Z2tnQQ9jjhFDjLo0S5yYTAtNRDgTaKtuJjJleNwMb6lqJIlMHMaWQe1n3PmTqKCMuFYrjdX1xCX3HZhtvreQjN/cQUNmKeUxkP462LGQc/b5rHphVbf1O7Iufrr4p2zd9BSXXLpiUO0VIpwC+paJi4tDa7+6iYuL6/NHDE5HQNZU2tDneq4WdbHh0Yc/6Egcr6ooRTvimVasxmJMuGZK2I/bk5de0mgyqwssU10ZK2fbuvU6+dtPidc0NOXPfT6NfXY1xm/W17M6Bz9/8z9ayF9RynW5C9m4rDDkKRQ9zVF27sFzh00wBjDJOymk6x3LkKHuIJv9kfQwM4cIE68X3ntPG3aVzfQt6u/Oaw2+mE3cLHVhqHPlsvPFr0LaLiGOV/Tmq0cLepx7dKxxeq4qSmNtjefgV/uGpG09cdSpQMxlHFwPWc4F4/FqXvR+PTv+vb3PdTffW0jJ6ws5//ZSZi+FJYtg9lL43iJ7Z9ZFX9O++Hz7B9VWIcItoB6yNWvW9Ph/EXoug/qAa6u297met0UFG94wB2SFhfDrh9N5iHLSG9rnjDK28K9DsZgjw3roHtvy7MJCrourAlJwxbWwMns22YczuvQ6aW71oew39zzXSbgV2bxEJz8KRx4gf2c+oAY/t5paaTXD4sXw9AvLKLItYNYloS3L3zGf0nAVkRHY4PRA1ztW1PhoeA9MnngOH/SRnCy9GuH20ksat33/EqbUvU865ZSTzsGMfH7zhH7IK5tFtaq/A3NG8ONvJsyfyP61+8munMZXr7/K6TeeFurmCdHpq+IiJpZdCkDsmUfHO0a3j5m2tlg5vG8PU+YEmTYQJs4mlYUx2GEBBrOe5sgGrK2JFH9+kPMWX9Tjel6Xl682LGPZYtB8OvIOTifRnkhtTC06n46Upt5L73dkXSQZAy/sI8RQCPqK5eDBg+zdu7fb8r1793Lo0KFQtOmU5jaoOb9cDY4+1/P+f/bOPD6q8vr/7zv7ZJ9kspFAwr4TFEREIsGtaosoUFTaqm392VYU0LZYrX4VtXWp2mDR1qWt1SqKGNtqlboRiQgisu9byL7vk2T2+f3xzARCtjuTmSxw37x4QeY+994zd+7cPOc553yONy3PpQ5dFMinXFR99cXtXt+T/i3PPnI/W7Ykh+zcZ+JywUe353DT+IUcThLhj6KIWObeSoeok9rlXWfoJ2Eqe24uD1yfR7OuGaNDeK12jZ0pBVOQPOIr97urarDn5vaPgf2IT4DEI3VeD+GRPAELkJgmedXxrImU7/GvbkjBf3Jy4O0b/s23tePJZS5rWUIuc/myJJ03Fub0u7JZVLOYpCVkpPi9b8Icse/wiuEcL/4sqHYpKJzJCelAB0EPAJ23obnJYqK4aOBEeNwtYv7hDEINe5OxHjhV89kZu57PZdWVNZ3WiT20/iFZ55kw4upe26qgEEr8dshuvfVWvvrqqw6vf/3119x6663BsOmcxveAczV172h5rCL641KHpreUT7lIP3krj771Qrttk4rOQz/5a77+eG2fpSfl5bq4IOF2Fi+GCq94w3n555GRn+HtXwXTEm4n9zMXKqdQG7Gr1P2SPlUq5VIQ6yQ/4ZToiMFpIPsf2azNXsvsg5kURYtx5xo+ARIJqVMBEgkpYAGS5AmpAMRYEqnbOzAmL2dro1LfAsk7fJ9ESslNzOC91EvJTcwgkVLeYVFI0nLlUnOgmuhW0ctp/FWT/d5fn6SnMbYBFSqsLhdu18ARVFA4u/A4XVQa3ZgtZiHoMTWibZs2Qfwui7JGUVVZ3F8mdsDjXS926Xo//2g1iBKE1oqmLsdsKcpleEkmq9atIr6xfQp+VKu8ujrD0ND2a1VQ6C1+O2Q7d+7k4osv7vD6zJkz2bVrVzBsOqdxa4Uj5mnpPt3O4xATBLc6NDOe3I12whO28fC6VcQ3tX8AhlvDeXjdKqJSdvJFbt/Uadlzc3n0KrFCduWeKwGYfXh2OyWl311Vw+rvfwweESEraCxneLq9z1fqtRMg80AmE4sndthmbjSzat0qMg9kou2fMrx+xydAok/Rt3tdn6pn4vqJAde8DRkvImTxjQlU5O/utZ1y6crpysmB9HSYOxeWLBH/pqfT75GjYJCX6+L/apbzQcps3o9YCxXZmIofhIps3o9Yywcps3mgZgV5uf3jkR38zy4AGg2NTDwvsC+adqaYDHtcozj6mdJKQSE0FGzcDT5BjzFa1OGn0ti1sVpckvgONdXW94d5nSLZxIKZW9v7sgCHQXh3rsaunxVNCXRZJ+b72UMXWRcEnnWhoNCX+O2QSZJEU1PHlYyGhgZcZ8vybz/i0YkHnNrafW2RZPc+hDShuea7cl/gB5vuEOfqolB2yaZfsOeLP4fk/GdSKp1aIfOpFvo4vX/VVz/7Lk5J5Crun7C7XxpDppyfJUvaPeX8rL4zaoARCgESY4oRp8qJxq2h6uTxPolIdeV0rVwJixZBabGLOeRyI2uZQy5lxS4WLRr8TpkrN49dKcOJLFlFrKX9Z2aymIksWcXulHRcuXn9Yl/RdiGAUB1VgU4dWEP04d8ZAUBC7SQOrvtf0GxTUDidvA3/YWQngh4Akkqi1dsKx97YfRlDX6J2BK8swB0uHtLqlq4lDWakZpHQmNBhLnI6ElJHp0wSc9aB0vZFQaE7/HbILrnkEh5//PF2zpfL5eLxxx9n9uzZQTXunMQbNFDbu2/yJTm9DxdZsiz+E17Y0O0D0FcoG17cdZpBMNGO63qF7HQnp0GnJrFBKFPFN8T3S2PIycVTZV27ycVT+8agAYpPgCTxpkRMWaZe/8J8798S9WGioXpMy7FOFTiDSU5O505XabGLP/wBrvPkcJL0dvVV+aRzvSeHFSsGd/pivLsEe0P330d7w1Li3SX9YR5NheI+aIwIXG4z9VKRAju+eDwHjvw7KHYpKJzJ3sJNjCkdA7SvH/NhC/NGkGz9I1LVGWqHWORQhfVelEptEnMdnbXrlMIJkrwotza2/bxJipN6lXWhoNCX+D2df/LJJ7nkkksYO3YsmZlCQS4vL4/GxkY+//zzoBt4rqEJEx+J1q7vdpzK6X0QBrb42yNj4tLkjYsdFhoDziDFkwWNXT/8fU7Ouj+uw+RVV7t1061cs+sanr9qjbcx5GNcdnmILthpOCvk5dXLHafQMz4FzoVxpWCJJ07TQi5zKSpJZcXC1TjfvhZ9918pv3C5YPly4XStZjlDOVXfUUQqb3ITv+ZpnEjkJmZQp43D5KhhVsVe3mERi4rWk5e3gKys4NnUl1TpWomzdC2WoUJFnCWRKt0xcnOhrAySkzv2DAwV7joxebVGdK9W2x3hE8KxGloxWo002JU+Cgqh4YTnAEtKxeLG6QqLPlwRLqgBqYdF2r5E6xChMU1E73+fhiWLGrAwa9dtk+Sq7k5YNwGXxcX+6/YDUP7LAuYsmNNrGxUU+gK/I2QTJkxgz549LF68mMrKSpqamrj55ps5dOgQkyZN8utYjz/+OBdccAGRkZEkJCRw3XXXcfjw4W73efnll8nMzMRkMmEymbj88svZtm2bv29jwKKNFA8enaP7B5DaKRw3SRcaae+M735X1rjJV/eNctFY5K2QxbTEtPvZl844qmQWuza90PlOQUaXLO+XlNxxCt1zSmBiEWjKASgOSyQ3HZKkYt5hEZ/c8e+gRqTy8uCC4hzWs6hTUYuV/IH/dlNflc0KyksGb4isUR8ra9xzb5p4eG4u/1myNuQRy9PRtgh1U488MztFUkk4J4saWTepFO+uCYZpCgqncLmoMriJbY7Fo/IQkRHRYYhkEr/j1c6BI0qh96oH62N6b5N5bBIAka1dt2uRq85ryjJhvtaMUyW+t1XHi3ptn4JCXxFQwtuQIUP4/e9/3+uTf/HFFyxdupQLLrgAp9PJ/fffz5VXXsmBAwcID++8d0xubi433XQTs2bNwmAw8OSTT3LllVeyf/9+UlL8lzceaBhN4oFssHf/oFO7xGqZSh+a5ebYuWZcplakOj2qTvx2N24ckc2YsuI62Tv4yF0h6yx9yo2bpRuWUjj6y1CY1gHfLw9biY1O64wlIWChFBkHB5/ARM54D5tjKvl+BUTXn8eKOfuojdnLsx+7efDg3by+73XmzQvOOctLXKxGiFo4Gu4kriIB33Ti/YhK6uM+Y0TBjR32M1nMSJZV7E55iHFVeUBWcAzy4nIJZzHUESlTujxP5ycNq5nPqToyX8TS1zMwVES0CPvC07pedZfDkCtSafymkYimSRx4PZfUjIVBsE5BQfTW2nL338Ah0hU1Y7SoO0kBNCSJuYDW2dFZ6y/0DmFTWLw8hcPuSJ8xhmqqiG6OxdLQRER0xyihT513/6L9ePC0/z3fiTpvk7EBU7OZpjIlsq0weAgovFJfX88zzzzDbbfdxm233cYf//hHGhoa/D7Ohg0buPXWW5k4cSIZGRm8+uqrFBYW8u2333a5zxtvvMEdd9zB1KlTGTduHK+88gput5vPPjs7esVEJIppndEejsfTtdSyximiKxpjaNIYJLXElFemIyHhpn3uuhs3EhLOO1R9Vijb0wpZd/jSGc/vo8aQvl8e4oczN4p/lCLj4OHKzeOb8cX8aXIm39k5H4Bp+dPI/kc2T/99LX+anMn28UWY9h0K2jnHVXUvauFzxrqrr5oQG9z6qpwcGJHm6pOI1OyFs6mJrunwbPDhwUNdeDVXVmzpc0l8t8tNjEWsug+Znt6rY6VfJvafUDSJI5/9ma/uWsuu7Fxc9sEb3VTof7auzKE0PI39X9/OyHLhkBkPf8rWlR2/rNEjxJxAZ4/BbR8Yae4Gu1gwj07pRQjay5gs8f61bi0Hc/d1Oc6nzmvTNbd7vTN13lajqG23NwwcIRQFhZ7w2yHbvn07I0eO5I9//CO1tbXU1tby7LPPMnLkSHbs2NErY3xOXWys/C95S0sLDofDr30GMrFDxUNF69LhtnZdxKvxRsg04aFLe4tfEM+kdyd1iE4ZUw2Mf3s8zov67pdDt/2rZNKXjSFDJe2u0JEESnh9ZCYPr1tFpLX96qovZfWfIzNJIHgO0ITY7kUtJO+fzvDVV31V2Bo0e3w1dF+WtBcRCVWTZo1Wg+s+Xafv0beCrXMY2RD+Vp9L4pflFaF3GnBJLjK+O61Xx4q+MBq35CK+KR6Heh+z1ixh6t1zqQhL73TyrDB4cdld7MrODbnTvXVlDsUfLGTWXSX8fB5tDaHXzN1F8QcLO9xXyZNFO4+IVhPlh/u//YLb5SLMq3QcNzyh18fThWlpMoi5X8E3x7odG78gnryJ6wGoSajoUp3XHu51xFqU/oEKgwe/Uxbvvvturr32Wl5++WU0GrG70+nktttuY8WKFWzatCkgQ9xuNytWrODiiy/2qxbt3nvvZciQIVx++eWdbrfZbNhsp7rJNzaKJoQOhwOHo296aPlDXFo8zZIDtUdNa2Ur+iGdKxFoneJ1XYQ+pO8jZl4M06+ZTuOXjdjL7OiSdUTNjsLpdsIn9Ok1jJkXw7i3xnHinhPYS+xtr2vMGpzVPTuH2uTQXqsziZkXw7RrpnW4dpJa6tIO3+sD8d4cqJRPKuem57p2jty4uWHTUkpWfBK065qXbyHOMrZXx6hRRQfFHpcLPvp//+Edvs+ZObIplPAOi/jZ7e9wzTXXBjV90Th0NvlJLzOifEa712sja9E6NERZowk7I/X69JRN/We5OC65JHgGAc5WJ9t//THRjKYhrIEhsUm9usbb/u9ftIbVEN48jsORE1k7qYJkC1xcUEzSHxax2fU2M564LnhvwIvyHAgdnV3bbb/5F8NW30390BLKIiD5Ayj9VQqFy/8Y1M/XZXex77+3c/ti7zfVQ5vC4rbhR3gtE15cfztTH7oGtU58WaNSIigBTM0mjuw9QPy4oUGzJxCqT5ajdYsFYfPIxA7XM5B7timsjkhrNNVHy3vcX+sQqZv2MVYiLo4Qc5Ez1q7dUd72QTbdoP8OKc+C0BCM+zbY+O2Qbd++vZ0zBqDRaFi5ciXTp08P2JClS5eyb98+vvxSfp3PE088wVtvvUVubi4GQ+c1Ro8//jirVq3q8PrHH39MWNjAKZL1YSlrJMIQRXRrNB+s+y/GMZ2/L51LOGQ1TXV8+OGHfWNcFNAMnNaS55NPPumbc/vQA8+B+oAaVZ0Kt8mNa6yLyF9EItV0HpXw4MFj9rC5cTP00aXqQCfXrjv6/LoOYvZ/28qsxq5Xan0pq8db04N2XY+VNtG72AuUNpcH5bu7b3cM/1e7AvDgRsWmxMltqo6zK/aiwsODNXfzzFNmJmXU9/p8Pna+UMdYmxmAbd/bhjpFjS5OR8LhClQbpnas9eCUg2xvWIrt6Bd8+GHgKohn4vh9BYnb4ohGNNmNbY5lR8wGKmbUoL0/0e/juewuLsy+m02J1xHePI6UsixemQQ1ETVttYkzs+/h/ZnqtslzsFGeA6HDd20bXz2E8fBvuHEZFJ9WcpjaUMIfP1rMWyeeIOrWcUE5Z/1/TrLqOzV4AJVHxSX7L8HUYsIluchPyAfg0Str0C17kZhr0wFQnVARSSSmZhN5X3xGQ3j/pstW7ixlNONx42bXsR3sK9rVbnsg92yzXkTIak5WdPtMdDkhzPvMaY1u7XJsq15EyLT28L6bH4UY5VkQGnzXtaWlpZ8tCcAhi4qKorCwkHHj2j+gioqKiIzsWIwphzvvvJMPPviATZs2kZqaKmufp59+mieeeIJPP/2UKVOmdDnuvvvu45577mn7ubGxkaFDh3LllVcSFdX7gtRg47Q6eO++94hujSbdlMa0azqf9n3qEDfRqMljuOaaa/rSRECsJnzyySdcccUVaLX9IMd7hjhDjaeGQzd6a4RODxJ4C37HPz+euHl9I0DSG/r9ug5CIk7IK3aPbTYH7bpusmyClwLb142bupg6bvvtbWi0vW8kaPx6E0Mp5v2UTOxnCIz8O6ISXfQa5pXkcYHVydwgPitK73qE5LrLALj28WsZOXYkAF/87m9o3jV3uZ8vZdM5sZ45QbJn68IPcW4bjZP2Gc0OTMRti0Xz10ZmvuvfufY8t4mvx5awKcbFDWWQeTiTzMOi1UtlVCV/umoNKvJIK4xmyrLgRvqU50DoOP3aqjwq/nn/T7llcUf9pZIoWLwYXlz/B75/eXFQnO4/f/4wxdGQeSCTOzfcSYJ3IUntUfOP5//BmqvWkDchjwZXJUuuuQMAW6mN7fdsJ6Y5BqORfvl9fzqf538EQKu+hWuv/17b6725Z182PgOAzqHr9v0VfFtKZXMpADMWzGLsNeM7Hff+e+/CdjDaY/r9evUW5VkQGs68rr7suf7E79nADTfcwE9/+lOefvppZs2aBcDmzZv59a9/zU033eTXsTweD3fddRfvvfceubm5DB8+XNZ+Tz31FL/73e/43//+12NUTq/Xo++kAZFWqx2QN7dWq8WqF0Wr9QV1ndrodrrROcR7iq4zo1Fp+k0gYqBcx6TFSag1ao4tP4at+FSKqj5Vz6jsUYOuZmugXNfBwNSMqexlb4/jhiQPCdp1vfDaOXwU8S/MlrhOo7I+4RsPnnYqpb7Xdat0GMOMvbYDIFVdyfspmUSUdMwE8KUIvp/yECPVlUG7p1pbQe0QK/olscVcPPbitmM3GeLbHMLuaDLEB8UeZ6sT60cONHSdsmr9yIHklNAY5f/KazlZzusjM1n2weIO23y1iX/63kPcfbI8ZN9V5TkQOrRaLXvWbGqLWJ35NfZIIHlExOr8lzYz7e7Len3O5hQVmd9msmpdx++qudHMqnWreGjxQzRPU7V97uohwhFUe9Q0Vtf2+/3QVNaAnihadc2d2hLIPevyRv3ULepu9z2ycw+J9UKwZ9h56V2OHTIlFStOwq0mXDYJQ0TvF776G+VZEBp813UgXFu/RT2efvppFixYwM0330x6ejrp6enceuutLFq0iCeffNKvYy1dupR//vOfvPnmm0RGRlJeXk55eTmtraeK3W+++Wbuu+++tp+ffPJJHnzwQf72t7+Rnp7eto/FErzUl/7GphUOWVNpfYdtVTlVbE3fihrxkNY8a2Br+laqcqr60sQBSfyCeGaenEnGxgzGvzm+y4JfhbOL2DmxuBJdXSr+uXHjSnLhmRC8Au//fqjhUHRep9t8TteJ75+gLrqu3baaqFosqy3MWxYk/X1g5OyEbgVGfKqOI2f3vgDfx/YtDjRakWFQOaK43Ta5kvhyx/XEt7/6Aq3T3K2IitZp5ttffeHXcQ8PreKmTXd2eUwPHm7YtJTDQ5Vn72BlS1GuSFOUQOVWkZGfwaV7LyUjPwOVW4VHgqJoMS4YzLg2izs3dP9dXbphKTOuzTr1ulZFq17Mb1rr+j+tylIhIglWbfBsUccIh0lr676M5MSBPZhavErUw7te0EqbIRb3o5tjKdiVHyQrFRRCi98OmU6nY/Xq1dTV1bFr1y527dpFbW0tf/zjHzuNRHXHn//8ZxoaGsjKyiI5Obnt79tvv902prCwkLKysnb72O12Fi1a1G6fp59+2t+3MmDxOWStVe2dzKqcKvYv2t9O0ALAVmJj/6L9ilOGUGM0ZZlIvCkRU5ZJkZY/B5DUElNemIIkdWzR4Ktjmrh6IgSxzOefr1i5rPEAEhIuqX1NR11MHZbVFn667qfMr5pP0b2iOWmrtpVDQx1BdcYAtlRDnCWhR1XHLUFsyXN0/W501okA2M/IGO9JEt+Nm5qYGmYvnB0UW47kHwzqOB/RphQSGru/romNiUSbBn//y3MClwtyc5Heeou4vXvB5aI5WvyuzTyQydrstWT/I5sH332Q7H9kszZ7LZkHRIpqU1JwTJhaOlXWPTW1dGq711uNwvlxtfa/7H1rnbhmdm3wVGINiSLt3Gjtvuyl7qRQym3VNaON6TqiYRouyhNMzSaO7tsfJCsVFEJLwHHcsLAwJk+e3KuTd9dny0dubm67n0+ePNmrcw4GHBrxoLPXn0q987g8HFt+DI+nY6E8HjHxPLbiGOb5ZsUJUTjniF8Qz6T1kzi6/Cj24lMLFlZtCzs9jVxwzWwIUqvCkhII++x9iswXk9gEO77zLRfcMoO6gjpMaSbmL5zfVhum0WqY/8B8tj69FaPDSHjx53g8NyEF8StaV9yISUaSYF1x8HLkbZ/nMaxGPP+jp8a026bRatA9okNaLhzkrlI2g1E/B9A41NbzID/G+YhvlRdZlztOoR/JycGzfDlScTEaYDbgXvM8o6JtZE7tOYVwxmNZQTHDWSHPoTpznDPMAfWALaDWsUHF0SS+R8F0yMyjhehOhLX755jNGyFsiqjrdpwuUYcbN2qPmpKDJ4JjpIJCiJH1G3HBggWyD5gTii6k5xgujZhQui2nHsr1efXYim1drqxJSNiKbNTn1WPKklPBoaBwdhG/IB7zfDP1efUUvV1E7V9qqYiqIt79Ghs3fj9o53ntNfih5030tb8AYORto8hamNXl+KiIKEqTC0kvHkW4sZITJ2DkyKCZgylN3vdd7riecLlAqtuLxn0e1VFVJKZ2VDCct2we7/M+9v+zE9dwSkynNroW/SP6oEYJx909lcq3KjE3mts5fz7cuKmKqmLc3VP9Ou7kSZNl1SZOntS7hUmFEJOTg2fhIpySh83pCFl7C1xQXM5rc1TdphC6cbNswzLm/HNOUEzRJcvrG3rmOE80UAqSs3PV5b7E3SwyApwaew8j5ZM2fSR1NBDdHEtrUyvGyC7SEVvFZ2SL6d4ZVGlUWIwNRLWaaCyuDJqdCgqhRNZyS3R0tOy/Cr3HrfU6Yqc1NWwpkJevLXecgsLZiC9ldfzj43GpXKTXpNM67AT/ywnO98LjgQ9eLsMY50Tn0lGQeJKrr+254bh1jEjz0Wki+HZbcGWr+zpFcN9eD3qv4lzV6FJUqs5/jcxbNo/5VfOpfFBMiFq1rbi+S9BTNrPGZPH6d/6BRMeUVV9E7p/feY2sMVl+HVdubWLsnODUwimEAJeLltuX8+54DyNWwNxbYcki8a/5XigwTu4xhdDcaKZpc1NQzInJjEGfqu8gINKGBPqhemIyY9q9rI0X5SC+Hlz9iccq5iVt85QgMHauUEs0Oowc2tx1iqHOLhpSqxJ7nro2G0VGgK3m7NEXUDi7kRUh+/vf/x5qOxROw6MVEwCV7VTRS+7Wj0hhVI/75m79iB/cclvIbFNQGAxoY7S0TG8mclsU5dqZtPz7U9zXdl1E5nJBXh6UlUFyMmRm0mkT5S1b4KL8N6iOu5wkoP7qBozantUSI2fFweegto+m4OPDcNOEXry79pyeInhm769QpAjuee84aodoe6KfHd6jbfPvn88Xv/8Co8NI4b5NwKKg2OFDrVLz41U/5SHpIe766C7im06lEFZHVbHmqudZ8fAK1Cr/igh9tYn7Fu3rkCruxo0kSUx+frKSIj6AceXmsSGhmMWdyNpbtRDXJK8Vir0sONEgSS0xavUo9i/a37FPn/e/o7JHdbinIoYKAR2dM0qsCgUz59lPJLs4t1sfvIUlg8lAi85CmD2Ck9uOct5VHdWzPR4wWsXnFTU6psdj2sJaoRZczf3bt01BQS4BJSQ7nU4+/fRTXnzxRZqaxMpRaWnpWaV02J9IBvHAU9tOTaCOGXZTGVXZ7WptRVQFxwy7+8RGBYWBTtr30wEYUj6b863rOHYsptNxOTmQng5z58KSJeLf9HTx+pn8/W8eFmrfI6kmAzduZtwxQ5YtI+eIxZT4ujHYv/rG/zfTA/OWzeOLURs7vN5ssHDsN8FVdWz6MI+EWuFQjrxqdI/j9QY9ZQlCidHeGJr0oQXjF7Di4RU88rNHAHCoHKy4ZQW/evDXrHh4BQvGy0+7Px1fbaI+tb1glXGokUnrJykKrgOcA7klLL+KTmXtAWoia2QdR26qoRziF8Qzcf1EbLrmdq/rU/VMXD+x03sqfrxQFTFaTTRX1AfNlkBQ271iGvrgOoWNYaIurOpIWafbK4/XE9nilbyfld7j8dyRIoJ3+sJ2oNitdl55OptVv7yLV57Oxm4NXrqmgoIPvx2ygoICJk+ezPz581m6dClVVULZ78knn+RXv/pV0A08F1F7e+VoHacmASkpI1lz1Zpuex49f9XzpKQEsThFQWEQM+bGMQBMKJ6AZvhmtm/tONHJyYFFi6C02MUccrmRtcwhl7JiF4sWie1ecTZefRUO/vNbyuOEpPLhMYeYOX2mLFsyZmdg1VgxOsIwVn6LK8iLtvX1kFx3EgmJBmM9xyYfAaDSnIsnQp6NcvB4QCr8BoPDSJOhkfMzz5e1n3WEWKzTeIyEat1uwfgFPJck1HYtxiayH84m/578gJ0xH/EL4rno5EU0hIsJ486JHyjtNAYJH0tV3crap9am4ukQOzuNLlIIe0v8gng2nbcegBpTRY8tWpInijrNmGYTx/cdCaot/qJ2CudUFRZE2VqgxSBSDJvLGzrdfnDLThIaxHUYNn1Ej8dTxQr7tPbupfR74on7VjL8NxGs2fcqmwoOsGbfqwz/TQRP3LeyV8dVUDgTv3NYli9fzvTp09m9ezdxcafC/ddffz3/7//9v6Aad66iixKFu3r7qVSom++8g/+771fURNRgtpjbja+KquKFq57neMpX3Hznp31qq4LCQMWQaqBxTANRR6IpDZuC+8sC4FREx+WC5cvhOk8Oq1nOUE710yoilRWe1dx++wKWL4di76Y/8SqulisB0CzUIslMHTIajJSlFDG8YDSRYXUcPgwTgpe1yNYtHgxGMQEpG1dI8s1pcDcYWyZS9NEW+O21QTnPyZNg0AiVteLhBRh08kQGoi8ywWbQ24ex/4tqLvyuueedAqCprIEoErBqW8hK750jdjqSWsIS20B0s4k6famSpjhIqJ8QD4eFrP2dG+4kofFUL74mQxORXpl1Dx7xXT7NN/PgRkLVaQphMJCcYj28Ja6pRyEuY5L4npmaTZw8doQpl18YdHvkonMIWzSR/rU56gmbQdT5Ous7jz4d3bOT0c1iAShiRM+1dOEpYozeHhWwTU/ct5KPTmzljxv+2e7eqYyq5Pmr1sB9K/nN408FfHwFhdPxO0KWl5fHAw88gE7XPoSfnp5OSUlJ0Aw7lzHGigeJwX6qPkNn0HF/9SOYLWZaNa3cu+ReHl34KCtuWcEPli8hb3wed+nvQWcIXmqFgsJgxzxfrDhH1F/M9NqPOH781La8PLigOIf1LCJJKiY3HdZOgtx0SJKKeYdFXFKT0xY9+yGvcXHEl5gbh2HVWGH0lX7ZYh9rBUCtjmHH1uCmvBz87wlwCmdTO9NAxjUZACTVDke3/0tkdBiRxTcfVqF2iwiheqb8Xx/pc4RtcQ2jKftwR3CM6QRLlVhdtwVRkrsNb/BC5ei5ZlBhYJB1QQqZB4SsfXxj++iTzxn7asxXuNdI6FPaOxg1kVUk36sLWSRU5RSpf1J4z86eLlH8Xjc1mygt7t9Gxzrv/a+P6V3k6Uxc4Q4ApJbOnyvVx7z9HHXNaGJ6jiWYxwkHKtxqwuX0/wFot9rZsm8bD3dy75gbzTy8bhVb9m1T0hcVgobfDpnb7cbVSb5NcXExkZHdN/VTkEdkorcTvT28Xa+2WaprANg0cRPbxmzj88mfs3v4bhItEr+3/VpZqVFQOIMpPxJdi6fmTyc+7T+8/59Tk5/yEherWU7OeA8jl6lYMSeDV8Zeyoo5GYxcpiJnvIcXuZ2TpJPLXF7nFg5EXQLA9tR9PPpQml+phzEXi1/qGusYSj4ObrNS6+dbiKsXjZrTLh9B+ph0qmIqUKEiSn+CwsLgnKf635sx1QuZ92FXy0+PnjJnCi7JRXSLiepvtgTHmE6wevsU2bTBV5sNGy4WyLTOaDzuIHm4CiFlzrDZLNuwHOgoaw8iMjamYixzbp/NzJMzGf+2UPtz4eInP/9/bC96K2S2aVzCsVFH97yIqksQY/ROPdXlnddY9RV6h3DEwuODO9+TosV0VGftfMHDWi30Choj6mRlJgybIRaOolriKD/if+3qa8+9wA823SFs66QlggcPSzb9gteee8HvYysodIbfDtmVV15JdnZ228+SJGGxWHjooYe45pprgmnbOUvsMO/Eza3B3SJEPFytLmrWiYfK0dSPeVH7FA833snL4X8k//ctijOmoNAJ4ZPCsSQ2oXPpKIkZxr63D7RtG1eVxzfji/nT5Eye/vtasv+RzYPvPkj2P7J5+u9r+dPkTPLG15BEKbmJGbyXejnR1VcAMJp3mF6UQ16efFtGZ4matoT6Ubi+/jpo79HlgoiibURYo7FpbEy/QiiU1Y8TggVqfQRbNwVnFVe1ZwuR1misGiszviNP0AQgLDKMcrPIoGitKe5hdOA4mkQU0qH1rwm0HBLP8wkrJFB9vPM6F4WBRdPmJsyNcd327zQ3xNG0uQlJLZG4OBHjGCNq1EwpmsKO6g0hs03jFI6NPq7niKs6XI1dI+7t5pr6kNkkB6M3cyc6RZ5CpVwMid7MIFsXjp53jcUaJW+xJWl8CgCxlliO7PZ/AcyyvaHHlgiJjYlYtivPAoXg4LdD9swzz7B582YmTJiA1WplyZIlbemKTz75ZChsPOdIGJ6CUyUUgux1YiJV858atFYd5dHlpGgN3H7/r3nomT9x269WKGmKCgpdIEkShu+KCY+ndTapO//FSy8JkY7IlhJeH5nZbUrKpojb+U/EWqjIxlT8WyLskbgkFxqXgWxWUF4iP0Q26aJJtOhaMDiMhDXswuEIznvctw8iI4TgRFFqPjGRMQCEzRK1Ex7HBIr+s7PX56mpAa0knLzCoSeIjfKv/1bTsHoA1C4N9hBl+bhaxHMzmE1rfQyZNBSAmOYEirYdDfrxFYKPXLn608eZLhMZKuefOJ+95uN4Wq0hsU3ndcjCk+VFmlqMQpXRbum/FDm3y0WYTThkcekJPYz2j7iR4hkcbo3pdLvGJq6XJDOD1DBE1LrpXDqKAhBCSdKmBXWcgkJPyHbI1qxZQ319PampqezevZv777+fu+++m/POO48nnniCnTt3kpAQ3C/ouUrqiGFYDEKKrCq/GoDDz4sHymeTP2Hx1ff2m20KCoONjB+KeqqpJ2YyMnkdP/uZkLb//ktV3LTpTqDrlJT539xIrKX9DEDlURFb9DC7U9IZVyU/RKbT6ihPFdGh8HAL+/b15l2dYtvnFlRqoT5mn3IqMjTqSlG3lVA7Ac9XfoTyumDr5y1oJRElcpzvfwQqYoZYAdc5Uzi0PTRSi55WkUro0gbJ2z0N82ghRJLQkMCxA7uCfnyF4CNXrv70cabLTzlkm9PcHHnji6Db5Wy2orcLR8yUJrMXWphwDD3W/hOUqT5ZicYt6reSx6UE9dhDp4kUw+jmOOytHZ1Oo1UsAEWMkCfSoTaoadGJ50ztSf/TPC+75btBHaeg0BOyHbLf/va3DBkyhCVLlrBp0yZ++MMf8tRTT/HCCy9w2223YTQqhc7BIn5YAs168SApO1iKrdSG40vxgKqP3cSsn36vP81TUBhU5FXH0aBrIcoaRW2ill/wAnPIJVmix5QUyfvndCREA2Z7w1ImxPonZOScIBwFlWRm51fBEZ6o+vAbDM2TAIibm9T2+nlZ52HVWgm3RRDZsqNXcvMuF3z7521ENor6scQrhvp9jGFZohebqXE0RR+Epl+ixzuPc2uD3wzWMEysuEfYIijJPxz04ysEn5jMGNFDrisfphNZ+5isGJAgvTqdMKuZ3A3/DLpdFfllhNvEAkXimERZ+7gjRPmC5NAG3R65lB4UC0ouyUXSWHl2y2Vslqjfi7BFcHjroXbbGipaiWwVC/4pF8p/9ljCRDphS6X/aYXmy8zYIlu77f1qi2zFfFloFGMVzj1kO2Tl5eX85S9/oaysjCuuuILhw4fz6KOPUlwcunqAcxWVVo3Vu7JTd7KG8n+Wo/Ko2Dd0HxP1k5DUAfXzVlA453C5YPk9Ko6Ei36JdZ7ZZE5aysPpc7nH8n7Ax1WhIs6SyFeF/jlVsbPFJEZnHUPlx7sCPv/p6HZ8RUJ9OgCTr5p86nW9jrI0oUxmiLSz7evAhChycmBEmoukL9/G1JyIS3Kx8ulpnTbO7o7Jc4VtcU2JVH75VUC29ITaLqT/Pfrgi25oIjS0eBfKmipD0+BaIbhIaolRq8VCQId+Y14n7UxZe22slshpInp1Xv557G3u2HC9t5QWFBHRKhyymCEyIz6xIjLlqz3rD6pOiPu+VdeCVhfcPmThiRHYvC01jm9tv+BxaMs+4hvEYtPIi8fIPqbVKL6vzib/0zwltcT5r05vW4A7HV/v1/Nfna60wFAIGrJn9kajkZtvvpmNGzdy9OhRfvSjH/HXv/6V9PR0rrrqKt555x0cwSqKUMCmE/nijaX1HPvzMQC+mPg/fvCT/+tPsxQUBhU+afu0qJcBmHZ0Lq+MEUqKj82t6/Xx6zT+1VGNzRoLQGLtKDw7ei/sUVEBMZJ4PpTGljB+7Ph22z3TxGTByUj2//ek38fPyYE3FuaQVzKckWFiUlMeU0zusTm8sTCH996TPxkxxZsoN4nUIUv5Mb9tkYPaJyVuCO5k0YclUjSvdTQFXzREITTEL4hn4vqJNBvq272uS9Excf3ETmXtYy6LAWDaiWnsSi7BWRNc4YbykmIirMIh05rkRbyMQ7wpv47A+2r1lroiUUPa6p2fBBNJkmgMqwWg6kj7hf7DO3YQ2yyetdGjY2Qf0xHhldIPMM0zfkE8k96dhFPdfm6rSdQw6d1JSnN4haASUKhlxIgRPPLII+Tn5/PRRx8RFxfHrbfeSkpKcHOKz2XsGrHyrtoroT6pxq62o9HuZvRV5/WzZQoKg4fyEhdXjb+dF6fp8eAhtjmWB3OEkuKK9x/quGruJ6Z0/xyyCRdMwKK3oHPpCGvZg7WXegFbvvKg14v6l9rRFR3koJPnimdyRNNEWj/zLyrlcsFHt+fwZ1ZTzNOoG34EQEpdGsU8zZ9ZzSd3/Nsv6f+GVFETKzk8uDvPBOoVaoe4FprwnvsUBYIjxrvS7gjN8RVCQ/z1Zt7MEqJj9lg7lkctTD86vcsJ9el1ZF+nwO5Xgqu2WF1eRrhXrVBjkncvxYwUtWZ6ewyufup91eLr86cLflsJgGaDOL6lpP1iWcWhk4D8HmQ+pBjxPNTY5DWw74z4BfGUmtr3Ddn//a2KM6YQdHqV+yZJEhqNBkmS8Hg8SoQsiDjUwiGL3SlSnL4c+yWzYq/tT5MUFAYdoytz+WjkBB7IeaDDtihrVFs6ypl1Am7ceLx/OsONm5qYGmYvnO2XPWqVmsphou4sPNzK7l6WUh3571Ekh4i66S+O6LD9vKvFAk5S/TAM+V/65QTl5bq4p+Z19vMwNtpPPqyY2c/D3FPzBgf3xcg+pmGqr59SEscPBn9SqXWKiZc2MvAJWHeok71pY46O11ph4NJwvBqPS9Qg6SbrcU12dZtqFn1xNJJeIr4pnuS6oWz68s3g2lNZ0/Z/TbQ8ByNlSioAUS0mig+eDKo9crHWiXmJb8E46Mf3Kkk669s/G1or6gFoiKiV1YPMhyFRaBvoHL3rmRbhVX60evsbVu4q6tXxFBQ6IyCHrKioiEceeYQRI0ZwxRVXUFpayssvv0xZWf82LDxbqMqpYspJMdFTecRHdMGJ87nmvGX9aZaCwqCjISy3SyVFnzPWaGxEimk/ATAONWL9iQhfdeasSUjoVunQaP2PlLgneZ08KYldmxr93v90HLlfYa4XaYojLu/YqDlpWBLl5lIAoiLLOHCgw5AucX2eR6nmJmFqFyqUpZobMO091NnunZIyd4SwxTKa/A+C2xwbQO8UEzBDbGjqbKLHxgCgc8Ria3aG5BwKwSd/6yEiWsXiZuwYU4/j1UY10RdHAzAtfxr7PZuDak9LjWhybNW2otLKm4aZhotURZPFxIlD/SMqY28UqboObWhaAbi8adE0t3/euC3iGWyN9C9VMmaUiCqG2WLwBJgMUV5YRkyzuGcqUgsA0FWHB3YwBYVukO2Q2e123nrrLa688kqGDx/Oyy+/zJIlSzhy5Aiff/45P/jBDzAYQrMqeS5RlVPF/kX70TnbX8sIaxRFd5dSlVPVT5YpKAw+6kpjulVSlJCIbo2m9s79ZGzMYPyb48nYmMHM/Jlc/dersay2UBfdPn2mLqYOy2oL85bNC8im+MxkAAwtY6n9dEdAxwCw2yGmfAcGhxGL3sIFcy7odJxlgnD6XLo4vvlMvgNoKqxC7exehVLtTCSlSv4kadKlXpXG+qFUbtwiez+56B3e3k7xvVsR74oh00SUIrw1gdJvS0NyDoXgc2T/DhIbhEMWOULevXF6P7LtQ2toOVEeNHtsTSLCZNPKjzRpE0StmanZRNHJ0NRg9oSrReQnO0LQ5w+AaDEl1Vrbz3+0Vm8vyTj/8pxTzhOKjBEtsTRWBJZmeWTzQdQeUZMad+UQABLrRuKw9V8/OIWzE9kOWVJSErfeeitRUVG8//77FBQU8NhjjzFixIhQ2ndO4XF5OLb8GB6Pp5PVfLEifWzFMTyu4CuIKSicjcSZ5NVcxsWdhynLROJNiZiyTG3pTPOWzWN+1XxYC3VP1MFamF85P2BnDGD8pSKilVg7AtXurQEfZ+dOiIwQK+3Fw04SFdZ5sX9UpqhzU1knUvnBNtnHrzfLc7TkjgNISkuiJlIsKtUX+BGuk4nBLhyy6CH+1fbJJXmcmJDFNSWQvzNIjeQUQk5hyX4S64VD5mtf0BO+OrLz8s9jb4KKbS/9K2j2uFpEeYddL98h0yWKdN8IWwQVZf2UMmf19vnThaY8xZAgvr8GW3un2WCLASAszb9U4fRpYn4aa4nj6K6DAdlUuldExZoMDVzyq7kApFWO4OM3PwjoeAoKXSHbIXvggQcoKipi/fr1XH311ahUivR6sKnPq8dWbOt6Nd8jYSuyUZ9X37eGKSgMUiZPyej1OI1WQ9aNWVx/7/Vk3ZgVUJri6YyaPIpGYwNatxaj8wB/+xvk5uKXOAbA9s8bUamEg+DM6HqCNO7KcQAk14xHu1N+g+i6ifLSckpG+KdgVpMspLM9NlvAaUSd4ba7MDjESnrc8ITgHfg0orxpY/GN8Zw4GppeagrBp7zpGEn1QjZdn66XtU/ktEjU0WoibBGMKR3D11++yFd3rWVXdi4ue+/63LnsItLj8MOx0cRocKpEmmxTZe8VYgNBsol5n0cXAkUeIGa4N8XQW7MFYG12Edkivs/J5w/x63jhQ4UDF24P58SewByy2nyxgGQxNBA1Koq68CrUHjV7/x34YpqCQmfI9qruuece4uMVVZlQYi2Rl5ctd5yCwrlO7JxYXImubpt7upJcxM4JTUSlM1QqFWVDRL1tRLiNT366lofn5jIizeVXb6/aj74mrGkiAAmXda1wO/HiiTTrmzE4jESq9lJRIe/4cXPjqYyq7FbYpCKqAvck+TYDaCYJB07njKesOHgNnGuPnhJKSB4bGsVf3RAdbsmFzqWjqqggJOdQCD61rjLimrwqhcPkOWSSWsI015u2mH8+ecN2UZC7hPrVcykNT2PrSj8b8Z1+bLuYermM8usQJUmi1eCtPWsIjcphT6h96qKG0PTeSp2aBkBUaywOq7g2x74+irlRONOj547vct/OUEeqsWnEfKnqSGBRxdZKcc1bDSLdu84snt32AqX1hUJwUcJcA4gDHnkpPHLHKSic60hqiSkvTEGSpM7FOSSJKc9P6dPmnjk5kO8U8s4uhrGWJeQyly9L0nljYU6PTpnLBRs3gnb718RahuDGTcZVXUf41Go1lSNEvZM2TM0fnnDJishlDs/kr1e+0ek2n7DJWwveYkLUhO4PdAZJlw4DIKJlJEf+e9Svfbuj4oiYKNk0NpKGhiZCptKqsISJiVlrXX1IzqEQfGwuDypUuDTOtlosOdQ3Cad72olp/HcsLFkEc2+FWXeVUPzBwoCdMpXLa4PRv+eO1ShSHF0toYlQ9YTGKdImVWGh6fM3Nks8S2JaYjj6raiT27dte1sPMvN4/77XkiTRFFYPgKWspvvBXeBuFI6h3SCuvXaMiMJH1ScHdDwFha5QHLIBxLbiXCqjKrtdza+IqmBbcW7fGqagMIiJXxDP+LfG44lrH+kxDjUyaX3fNvf09fa62Pm+sKF5bNu2FEp4h0VsuD2nS2cpJwfS0+HSSyEh7CQAJ+ML2PftmG7PWzNcTADtnjF8nL2fuXPFcbpz/iTUxJ4w0eRdlT+d6qhqHl78MDfdcxNqyb/J2YS5IqSWVJtO+ae9b47dZtNJkVrUom9Gp9UF7bhn0hJlAcBl7Z9JsYL/eNwidc1hdsqWTXfZXRwvuA+ASYWT0DlO3VMlUbB4Mez98PaA0hdVXsdGivTvu+OK8EbUHKFxiHpCaxfOiDZCXpTRX6KHxbSlZR7bIhaey/cJx6xV2yK7Z9vptBrF88veEFhmkdTijWaGifTSjB9cCEB65ThOHOgfcRWFsxPFIRtARFbCmqvWINHFaj4Sz1/1PJGV/WSggsIgJe76OCwvWZj0yaR2Sop93dwzL9fF/9UsZ1K9kK1OrhnOO0O/Q25iBm5v7egDNSvIy+04ycvJgUWLoLTYRRafY9CJSdHh6Cq+/32pS+cqJwfe/lZEpWLqJ7KM1cwhl7JiF4sWde2Ubd0KPzzUQJQ1CovOwq9++CseXfgoK25Zwa//79csf3g514+73u9rMGzcMBqMDag9amoO7/J7/65oKKkFTvUKChVur9KbyhGaSWlvcNld7MrODVqt09lAa2UTuMX3XCezfgxg1/O5PPC9vVRFVqFz6ZhUeCo31+P16R69soZdz+f6bZPWKcQr9CY/7yGvCqHa6xj1NTpvWwm9KTRtJSSVRGOYqI+rOChSDC3e73VDRLVfPch82MNEaqGnJbCCVY1NfEZSpLj2k26chENlJ6Ylhv+9GHjaanec/j3e89wm5Xt8jqA4ZAOIi4ZmkZ+Sx8OLH6I6qrrdtqqoKh5e/BAnU/K4aGhW/xiooDCYUUP0nOgOSop9iSs3j6EUsy9mPC7JhRo18UW/gYps/h2xlv+mzGYYRbhy24tvuFywfDlc58nhJOls5DJUdlFPMUS1mes9OaxY0TEN0bdfWm05btwkNA7hsoj3yGUu+aR3uR/Axy/m0xwlZN6PnneYpx99mtseuo3sh7M5cfcJFoxfENA1UKlUVCWJFEpXsyWgY3RGc5VIJfRHSjwQ9MO8UQJHdFBFSXrL1pU5lIanUb96btBqnc4GCrccQ28TCoumcT33IPOxpSiX4hjYMUK0prhq51VcuvdSMvIzULlVeCQoihbj/EXjdcgM8f71s9IleBufO/unMblPxTQsvnNF12BgMdSLf0uFY+bypgy2Rgb2rPBEiy+pxhZY1NxgE9daFye+9yq9isrYQgAqdwRf7fLM73HTmsuZftNdbPvNv4J+LoWBhaz47z333CP7gM8++2zAxpzrTF2axUPnx3H7ojw2j93MpMLJxFniqImoYd+wvbhVbl5cH8fUHVn9baqCgkIAJFPG+ymZRJSs6rDNZDEjWVbxfspDjKSs3ba8PLigOIf1LMKDRA3TMNcK9cRJlm+5i/dZVLSevLwFZGV13G8dP+Qt0ysMqRvBp3E3Mjr8K2ZV7OUdFnW6n8sFmnfXofdcImxbFEdW+mkDeolnrBPyQeeK4ZWXPYwaLZGZCepeZGK11gn5fVuII2TmyfF4PgS93UxdYROxaaHpeeYPW1fmUPzBQr5/FxRHn3o9taGEP36wkK28y8ynAnOgBzuHd+8gwduDzDQqRvZ+TUlAK1j0whG4Yt8VXLHvCgAqoypZc9Ua8ibkiXF+4HG50TvEJD8qRb49AFFpwqHU26PB44EAIka9weeQxQyJC9k5rEZxvR11YmFF0yoiVO7YwBqx68zCEdPZA3NijVbxhYocesqZtw5phurgN4j2fY8XL1URW5/RNv+rjdnLsx8tZqv63P0enwvIcsh27tzZ7ucdO3bgdDoZO1bUPxw5cgS1Ws20adOCb+E5hFqnZtI1L7Fu3ULuvsrN7uGnZJWHNsCzGyD1ey+h1vVP/riCgkLvGDk7gYPZdwJ0aG+hQoUbN/aGpYycbW63rbzExWqWU81sjnEndhLQeKMzhtJnqeZ5slnBVyXzAXWH/T5ImY2pUhShjy5YDCzm/YhKtNFryC7puN+mTTCNLzG2XEizrpnLb7k8qNehaahQQQxrHcG229fwTyaTn5LJH59TsyDA+YajSaQmObShVT9LyRhKMcVEtSRS/M0JYtPktVYIFS67i30f3s7ti+mgh+mrdXpx/e1c8Nj8c/J3R0HBHpLq0wEwpstP9ZtxfRaZD3zBgm0db0hzo5lV61bx0OKHmPFYll/2WMrrMXidg7iR/qVMJ05MpoZKwq0mGktriEox97xTkHC7XIR7o0Vx6aERzQFwhomGy1KzeD4abcIhMqQGliYZmRbT7jj+EtUqHLGk8aeUW5Nmp8Eeb4NouwOtTr5QTFf4vsevT87k6b/fSULjqWtcGVXJn65aww8/PHe/x+cCslIWN27c2PZ33rx5zJkzh+LiYnbs2MGOHTsoKipi7ty5fPe73w21vWc9M59aQOr33uWrP6Ww8VV4cz1sfBW+/FMqqd9TVkcUFAYzW6ohzpLQZa9BFSriLIlsaZ+xzLiqPAwMZz+rsNF+EmfDzH4exkg646ryOuy3K2U4kSWrMDjaN8Q1WcxElqxid0rH/T5/8SiNUaLu7Nh5R0iNTw3k7XZKTg5se1vUhSTVjGRu6r95OHEFuTJVJrvC2SJW0J0ae7BM7ZT40eL6JzQkcGzfrpCeSw67ns9l1ZU1whk747Y6vdbp2+zPzsn6srKGo21NofVp8mu25qTPYdmGZZ1uU6HCg4dlG5YxJ32OX/aU5BcTYRWOTeIo/xyq5AneSF+ziaN7A+urFShV+eWoPWqvHcF7HnTAmw2ptupwOjxEtHq/b1MCUzVMnCT2C7fGYm/1754vLygjqkU4ciNmnRJOyrz7UsDbIPqN9wOy60x2PZ/Lf4dP4OF1q4hvbP+MNzeaeXjdKj4aPiGgmkWFwYHfNWTPPPMMjz/+OCbTqfCtyWTiscce45lnngmqcecqM59awJDmAmKWbyQt601ilm8kpfmk4owpKAxy6oobAxo3Oa6MPZquI2sePOzRLGVyXPtUxwmxJdgbut/P3rCUCbElba87HGD899voG8VE07QweOlJPpXJmyJfx40bnVtHXPEDUJHNjohnuCUlu1uVyW5pFWIbLo38ZruBYEzzNp+2xFF0sv9bkGwpyhVpihKo3Coy8jM6rXUq+cvCc7K+rMpR2BZtMKQZehh9iqbNTZgbzd0unpgbzTRt7qhC2h1lRYVtDpkxzj9xDkOycChjmmMoONG3Cn8lB4oBcEkuEkeHTgxJF+8VDrFFULC7hDhvTuiYS8cFdLwRF40GwGSJI3/3Sb/2PbL5IGqPGjduUjJORchC0SB6S0EuN23q/ll9w6albCnIDcr5FAYefmuINjY2UlVV1eH1qqoqmpr8ezApdI1ap2bqiqz+NkNBQSGImNLkiQqcOa6+OgG1s+s0FRUqcCZSX+3idPfpq8JW4ixdN0n2ReS+KjxGlve1Tz+FaZov0Vtm06Jr4fJbg5eumJfrYq7hr0SVPNxhm6+Gbk7K0+TlzifrMj/TcmxiEuPShzbyozVrcajtaF06GsrLet4hxPhqnTIPZHLnho6pTr5ap9u+b6H2tKyvc6W+zOp0onFrcKvc6Ifocbrl1SLZy+RFWuWO81FZVkps63AAv2XcfT3UoluiOVi8s4fRwaX6RCU6ImnRN6MNYcpcdLroORZmi2Hf5m3EWcQTLTljaEDHix0h9o9ujeb4nn2MnTlS9r4lewtIZjgWYyMqXfv4RZ25HFNzfNAaREutMe2+u2eiQkViYyLVrcVBOZ/CwMPvCNn111/Pj3/8Y3JyciguLqa4uJh3332Xn/70pywINPlfQUFB4Rxg9sLZ1ETXdNtrsCamhtkLZ7d7fa/M4v0zx9VpYmXtd/q4TX85QF3kCACOTz3GkPghso4hB/vnuegbbgG6XgU2NNyM/fNcv4+tcnp/nelCK30oSRJNEaKxt60xtIqOcphxfRaZBzJZ1UWq06p1q8g8kEntGcGY3vbSGiy43cILtZtsfimr6pLlqfLJHeejtqICrVs4VpoYPx0ysxY3btQeNXWlHRfGQ0l9sbethK45pOdJ8TpeUS0minYcEefUtqCNC6xOSxunbettVrIv36996729DX3Kj6ejGyOirVENfqq6dMH4cecFdZzC4MNvh+wvf/kLV199NUuWLCEtLY20tDSWLFnCVVddxQsvvBAKGxUUFBTOCjRaDbpHdN32GtSt0qHRtp+o1UTVyTr+meNM6fIcsmqHGGe1QvRHb6NvEuqKMQvly4TLobZol6wautqiXX4fW+0QEzbJEPpuLrYYryNm7/vWCWdyeq1TV07u0g1LUXnaX5fe9tIaDDiarHjcIkKiHurfhD4mMwZ9qr5DXV4bEuiH6onJjPHruJaqekCk/qkj/Is0qTQqWg1ChbCltm8zknxtJULd52/MJSI1MaY5lprjwoGqD7AHGYjeZk3GegAaiv1r4tpaKa611dDxWmf80NsgumJ8UBpEZ2TIEweSO05h8OH3b66wsDBeeOEFampq2LlzJzt37qS2tpYXXniB8PDgSoAqKCgonG3MWzYPy2oLddHtnafaqFosqy3MWzavwz5xc+KojKrsNrJWEVVB3Jz29V49ReQ8eKiOqOTZl6by3//Cb+/3cIF+MyZLEq3aVi778WUBvsvO0UXLE1WQO+501A4RqdCE+Z2J7zdSovjVqXKGpkGuP8ipdUpsTGRK/pQu68sC6aU1GCj7pgCt3SuEMT7Gr30ltcSo1aO8P5y5UfwzKnuU3/0MrfXeSb6uJSAnw2oQDpGzOTAZ+ECx1onz2kPc5y92VHxbFJAG8T1rieid89li9PYorPUvuudqEPWoNn3H9zzxhuA2iI6dE4sr0dXtM96V5CJ2jrxFNoXBR8BLiWVlZZSVlTF69GjCw8PxDKQOmQoKCgoDmHnL5jG/aj4lK4SYRl1YDcVzojp1xgAyh2eydsFaJCQ8Z4ib+yJrby94m8zhme22dReRa9vf9HfuLv41f/heLpo/PklllJiEHhgf3HRFgNiZ44M67nR0TpFCpIny35nzl8hRQgpO74jFYev8uvYVcmuYHl7/MNn/yObBdx8k+x/ZrM1eS+YBcb/420trsHDo253EN4o3Zxrtf7Q3fkE8E9dPRJ/S/p7Sp+qZuH4i8Qv8F7ewN4vPy6YLzLFxeGXhPda+jc46msR5HRprSM+j0qhoCqsHIKYpHQBXTO+Eemxh4lq7LP6l5kqtIoLpCuvo/Aa7QbSklpjywhQkqfNntYTE+Kcn+L0AoDB48Nshq6mp4bLLLmPMmDFcc801lJWJouaf/vSn/PKXvwy6gQoKCgpnIxqthsvvEYIZppY4XId2dzlWrVLzo5U/4qHFD+NStZ9UVEdV8/Dih/nhyh+iVnVMgeoqIudQOZCQaHFcym38lVzm8gT3oW/MAmBPc33AEvRdMXvxHGqiqruvoYuuZvZi/6TEAXROUSRljA2sAaw/JJ0nHFWDLYGKPRUhP193yK1himqNavfz6fVlM67PCr5hA4D8E7tJ9DaFDksPLJoZvyCemSdn0hwlIlufnPd3ZubPDMgZA3BbxeTeoQ9MDMIdKRZkVA7/atd6i7tFPHec2tCqmAJYvCmGIyomAKBL6d0iiztCXHO1zc+aPas4rxTZuRNkHSIibsFqEB2/IJ5J6yehNnecmh8acog3NilK5mczfjtkd999N1qtlsLCQsLCTj3gbrjhBjZs2BBU4xQUFBTOZhKHJlIbUSN+sByju0SDBeMXMKp5BpJbTA6yr85mxS0r+PX//ZrlDy9nwfiuRZV8ETnWQt0TdbAWov8Xi1VjJb38AtalLCY3MYO1qT8g1pJEq6aVx8t+F7gEfRdotBp0j+q7r6F7RN+hhk4Oeof4fRQeHxkUW7sjebxwyGKbEsjf3r/S9z3VOvkiql3VlwXSS2uwUFJzuK0HmSFdvuT9mUhqCVey+CJURlX1Kkrh8dYdOvWBOTaaOG9qrqNvS0Q8VnEfufvAIfPVyUVaxXfZPKF3jajVXkEQrc0/p1zvbYStM3e+X9LsNAAS6kbyf/fcwStPZ2O39q4PYvyCeGyPCEfPjZtRfxuFBzfjS8fzRdUHWC2hv/4K/YPfDtnHH3/Mk08+SWpq+8aAo0ePpqCgIGiGKSgoKJwL1CcLJS+D1kpFD8GWqduMqFHTYGzg+t9dT/bD2Zy4+0S3zpgPjVZD1o1ZXH/v9WTdmEWLNJWCoX8DILHkZ1CRzZDi2wBQIbHdNIMHalaQlxtcBb6uInZ1MXVd1tDJwWAXk6aoIaGvsYgeIZrFJjQkcPzorpCfrztOr3U6M50VOjpipxNoL63BQqXtZFuEzJ8eZJ1hSBX3l8YZg8cVeJqq5G1f4TYGdgxDsnDE1M6ooDgAcpFsYrro1oU+RdcR1j56OCprbK+OF5YiHCuDPaqHkWfsZxXf86jUzp8p+93fAJBeMYJtx0+wZt+rDP9NBE/ct7IX1kJDuXg2tuqbSfxhIs3ThIM65fgCXvjV//Xq2AoDF78dsubm5naRMR+1tbXo9aHP3VdQUFA4m/CMEuk0WqLZt7frEFlTE+ikagDKE4u55bxbyErP6jRNUQ6u3DyS7eV48HSYtOuceiJLVrE7JR1Xbl5Ax+8OX8TucPo+AHanf8H8yvkBO2NuhxuDQ6QsmtN6t5ouB/1Q8bsuwhZBeWHfNujtDF+tU4u+fUNxTay8SKO/vbQGCy3OFvROPR48IorYC2LHC8EcncNM/bHA01RVTm+qYbj/JfxP3LeSN5peFLvbTPy/5rtJvz9MlgNga7bxxi9e4YXvPskbv3gFW7N/KZNqh/deMoS+hskT1f45mD5zdK+OZx4rnPJwqwm3S77eQWRrDACJEzrW0j5x30r+W5sn1DJR85v//Ibsf2Tzx7//k49ObO2VU3amoqXnJnHNL9t7GZ9Wv4Wt5extU3Eu4/cTITMzk9dee63tZ0mScLvdPPXUU8ydOzeoxikoKCic7UROF7UoWnsaBXmFXY7buxcMarHKbxtu6fV5490lOBru7HSbTzzE3rCUeHdJr8/VGRqtBkeqmHCosAWUpuij9kh12/+TxiX32rae0ERoaNGLz6C5tjbk55ND/PVm/jPjdQDsI+1kbMxg4rqJsvb1t5fWYMHlFk6YLdraobGvvySMNgMQ2xTHkV2Bp6mqfeIz0f7J8D9x30ru1/+Bwjhxv5ksQqSkPMrF/fo/dOsAvLjgGT5I+jcpfxnFhA8vJOUvo/gg6d+8uEB+TZLGW7Om6gMVU23sqfvRqm1FHdW7RtTpM0VfxaiWWCpOVPcwWlBeWE5Uq4iQjbxoTLttdqudLfu28fC6VR3aSZgbzTy8bhVb9m0LOHpprRcpizatEFBxj3Kju1iL2qNmTOF87rnlalb98q4+jZAqhB6/n1BPPfUUL730EldffTV2u52VK1cyadIkNm3axJNPPhkKGxUUFBTOWoZeOAwAU+NwLFv3dTnu0Fe1aJ0iVTzsfP9SbzqjStcqqydYVYBqcHIwpIqols7Ru/dTcUSIS9k0NpKH9Y1kYEukcMicLQOjpqPheBVah3AaoufEYMoyEZPVfX2ZGzdWfa3fvbQGA267E8ktUs2kIb2b0AMYvfdqXFMcJ48F7pBpXOI4+lhjDyNPYbfaec72LB6g3qtAmFSfREZ+BpLXIfiT7dlOJ+cvLniGMe+dT6ylvQiJyWJmzHvny3bKdN4ItDYytM771pU5JOz+X9vPzfp6SsOHs3Vl4ApDQyaJ52asJZYjO/bL2udw3gHUHjUuyUXK1JR221577gV+sOkOoOvazCWbfsFrzwXWm9fXcP50RcvRDwmn8OqdV7M2fTsPR63xK0KqMPDx2yGbNGkSR44cYfbs2cyfP5/m5mYWLFjAzp07GTlyZChsVFBQUDhrmTBLKInFtMTiPLajy3H1ubuJbhLP2JSL03t93ka9vForueMCIX6CcCDCbLE0WwJvnVJTIOrwWvTN6LR9E+1xxApHTOpjtbuuOLRtD7FNIl0z0SuC0F0vLV+q6utZ2dTm7upDS/uGqt0lSE6RqhY1rvcLGLoh4nM2N5kpLg08TVXnFeOISJJv02trXqAs2kXmwUwee/sxAKJbo9vaF8w+mElptItXV68m91/ZrH3xLnL/lU1LfRPmT4YCXTsOcZ8MlZW+6HPI9DGh6723dWUOlW9mQ9Ptba/FWZL5xvgMlW9mB+yU6ZP0bb3NCvcckbVP6V6hiWAxNKLStp8qW7Y3kNDY/WJWYmMilu0NAdnrahbPFqfmlIP98idPciDlAHqnnl9s+EVbP8HKCE+PEVKFwUFAMfzo6Gh++9vfsm7dOj788EMee+wxkpNDnyaioKCgcLYRbYqmwlQOgGQtxN1VzfyeXURYo3FJLiZdPKnX5zWly3O05I4LhNQLRCpRZIuZ8n3yUok6o75EpHH5ai76Am2KV+3O2fvJfjA4cnAXCQ3CEQtPP6XA11UvLQmJLyZs5M2L8njnqfv61Na+4Nj2PcQ2CYfMPCauh9E9ox8irl9cUxyVDYEJmDmbbegdQmAiOk1+X7SSsuNkHshk1bpVxFrafx9Pb1/wm7p7mbv7bpaUr2Hu7ru5+heX9BgFN1sSWP+r13u04ZSKabRsu/3BZXeR/9ZfiSxZRZS3dsuHyWImsmQVJ976Ky67//VTKo0Ki7c5dG1+max96k+K51GzV4L/dJK0abKOIXfcmbisvhYDwiGz2+yscWazK30XAFfsu6Ktn+Cbq9eSeTCzywipwuDBb4dsz549nf7du3cvR48exWYLrLeGgoKCwrlK0xAhfW/UuijspIzM5QJtSz4ApeZiUuNTOw7yk9kLZ1MTXdN9T7CYGmYvnN3rc3VF6oR0QEQHy749EfBxmquESqBV13cOWexEMcnXO8w0lIcurVMuRWWH2hQF9cPaO1++XloZGzMY/+Z4hv1WpMlOL7wQjVPDf8yf4Cit6vLYdqudV57OHlR1K0cP72q7HuEjei8Rr0sSDrjWraW5qT6gY1ScKCPMK6WeOCZR9n4piSO5c4Oo9+wq0rV0w1KaNGoy8jPaoidamzxHtKGwpscxRru4htEhUjHd+adcdHW3AF2/R33dzez8U25Ax282imhVS1VjDyMFrd5nSqu+owLpZbd8V9Yx5I7rgE1kC7i0QvBpZ24eo0pmcdPmmzooqfpq1kaWzOK1NYGlSCoMDPyuzpw6dSqSJL4sHm/THN/PAFqtlhtuuIEXX3wRg6F3MrMKCgoK5wLSWGA/aIll3y4n6entH83Hj0OYTvxybkipbvfMDRSNVoPuER3SctETTHXa+lxbT7BVul6JbfREfGo8u9W70bl0FO88CFwY0HFaa0U9l13Td45RckYKFVQQ3hJP6TcniZ43vs/O3RkVDSeZ2SQm4IZhHX/3SmoJU5aIyrjtbsr/Vk5EGVxy8BI+mvw5G379O+b9v+ugrAySkyEzE9RqnrhvJc/ZnqUs2gVRQDP83/2/Ypn+Hn7z+FN9+A79o6jyICn1ovF6byXvAVQ6Fa3GZoyt4ditganclRYUEtkqemvFDJEfWZ0/9Qfsb+y69smXIrfuj+swtZyKvNWF1XW5z+lED+vecXO5nITZhENmHiHfkfSHvVt3MdwyrcvtvprWvVu/ZTqX+X18q1EIZbga5S0muBrF89ZusHbYZr7MjC2yFW2Tvt1z04cbN45IG+bLzH7bCSA5xPPdrRX3WUNDRbcOuRs3Szcs5dCQLwM6n8LAwO8I2Xvvvcfo0aN56aWX2L17N7t37+all15i7NixvPnmm/z1r3/l888/54EHHgiFvQoKCgpnHaYZYpKjs6ZTsul4h+17vnWgRfxyV4/vnVrc6YSqJ5hcVCoVdREiNai+MHA1R0eTyMxwaPsuQ8MX4YhvTODY7l19dt6uaG1uRoUKl8qJNr57BT+VTsWQXwgp75s3/wiAj+pWk/vjuaz9/RJyfzwX5/A0/nTLddyv/wNlUe0dEDnKfv1NZcuJtqbQ+rTgtOSxR4rJvMfpn0Kij/LSEiKs3mbDsfJrD9018np/xbTEdPi5s950bcfFTXVEJYue/lG3xy3aexK1Rwij7M7Z4rdkvhwcWnmfkdxxZ+IM99Z8tsp7fqqaxft1GjuK9khqifNfnd5tg/vzX50ecANxyeEVofHeIumWibJq1kZZMwI6n8LAwO+lz9/97nesXr2a73znO22vTZ48mdTUVB588EG2bdtGeHg4v/zlL3n66aeDaqyCgoLC2Uj6hSNopJG4+nSObNsLtG+EWvr5IZJaRL1V3KyOPXF6w7xl83D+wsmX735JXUEdpjQT8xfOD2lk7HSawutJbBiCtUZeKlFnuFrEavbpRfChJixd1NQkNCRwuCC3z87bFS67+Lxao1qQVD1PBIfcPoSCxwpIK09nfPF4/jLjIH8+LUCZ0lCCVVsipvNnCoJIIHmEst891sfQGQaGsMnpNDobCPem2QUjQgZAnAoqQeUMLAWypryUdJuIAmli5H+/5LYlOHPC7vvZ4/3TWRS85ooi9OFdOzkvLniG+I/TiPUuCI18cxIf/OffVF9RxM9yfin7PfTEyGvGw1qZ4wJAMolrobHLuxc0NnFNVFGdO3DxC+KZ9O4kji47ir3k1HPHkGpg9OrRxC+I73Q/Oai9Dr/k7fk2Nn2qrP2yZl4d8DkV+h+/l1r37t1LWlrHQsW0tDT27t0LiLTGsjJ5hZMKCgoK5zrjZozDqXISbo/AVbirw3b717uIaxRqaaNnj+mwvbdotBqybszi+nuvJ+vGrD5zxgCskd7mp71oduppFavULm3fSdDrhuhwS260bi215UV9dt6uULmEk+CJl6dWqUvUkXCDmDRe//X1eM5wukqioCaMLiXzPRKURrsGbN2K29uA2RZuRW3svew9gHGocMI1zhg8LnlRq9OprzxVq+WPQxaT2X37gp6QkGgytlf8q4uo5sj1O7p1qnyS+abm9imN/krmy2HODXOojqrutqa1OqqaOTfMCej4hiTx2entkfLGe2v99HFdtyeIXxDPRQUXUR4jCn+PzdzDRScv6pUzBqBxtu/5poqXN1UPSwudAqZC6PHbIRs3bhxPPPEEdvupFQGHw8ETTzzBuHHjACgpKSExMTR5xgoKCgpnG2FhYVTEiUUsjaMUxxl+haZsH2qPmgZjAxMmTegHC0OHJ0Y4YmpbL6IsNjFT9RXB9wUqjQpLmJjkWut736i7N7htDtROIbZgSJcfvUmcKe65rP1ZxDadIdZw2uRf5Va1E4tQuU9NHUrKOqbY9jcetwePR9RoeYLYli7O26ZBbzdTd7Tc7/1bakUU2K7xr1F19+0L5GG84zyKbz+GQyXmbtL91m6dMVuzLWiS+XLQaDXoH9V3mwaof1Qf8GKRaYRwKsOsMbLGh1mFmmTksO5FTCS1RFO4cLQbtJUBpymejtYponPaCPFMdE1woUvRdZl+6sGDfqj+rOwneC7ht0P2/PPP88EHH5Camsrll1/O5ZdfTmpqKh988AF//vOfAThx4gR33HFH0I1VUFBQOFtpHirquAw6NcdOa3NUUwNGTT0A5cnF6DXBqYcZKOiSxfvxyYEHgsrp/VXWx5fGGi1ERNy2wHuoBYOyXQUYrWIRNHGK/MXQ/5Tnsm/oPrRuLdd+c22nTlfmgUzWZq8l+x/ZbVLba7PXknkgE4CU5IHXf7ThaCWSS1yHiDHyIiJySBgtHLLYpjiO7T7o9/62JnG/WANott5V+wKdWV4927Sro/nhi7dRG1kBQOWh7rOY1v/q9aBJ5ssllDWtqeeLzK7I1lgaq7u//h6Ph0iv9H7iuJRuxwI4dcLJdbf6HzXtDK1TpFXqY7zROTWMeHaEEHM68+OQhLDeqOxRQXEGFfoPv5caZs2aRX5+Pm+88QZHjogGe9///vdZsmQJkZHiwfejH3VfIKqgoKCg0B7NBB3sAI07ngM7rIwfL34p794NerVIRXGM6DtZ977CNEaowhlsMTgcoA1AL0Ht8NVcBE/wRA6eeA+UgtrZv6lCB77d2daDLG6MfFnyo8BXF77LpKJJ/DDvh9yy6Za2bZVRlXw26TNu/OrGDvv5el9lf28VN78z8BZfT3y9n6hm4ZDFjQueTLsxVUyQ45riOHHsADP8VPtztYjQty0AhwyEU2aeb6Y+rx57mR1dso7oWdFsHPI1qhprp86TBw/uOAOxWTEAWMLqSWwYSnNx9zWbDYU1pDCqR5vkSOb7Q6hqWofPGEkdO4m1xPHZz/7I8MxZTL4jE7WuYzprRWE5US0iQjZiVs8p4i6diPJL1uA4RDqvQxYWd2qRKu76OCaun8ix5cewFZ+KSupT9YzKHtXrNEmF/iegOzwyMpKf//znwbZFQUFB4ZzFPCMZ/gnG1nQqNh2GHwjFrKN55YTbRd+oiGnym8kOFobOSMMGRLbGU3G0kdQJ/jda1jhE1EAT1ne1bwBhw8Nht6gpcjk9qDX9s0J94vheEhpEBMCY1nXNy5nEZ2ThOZiHB0+bip4Pc6O5zRnrSmr7ji/uRRuIBx1iDu/f2aawGDkieBEy3RCRQmZuMlNQ5r/EuMsmIihOfeC1jqe3L/Ax5aVR7Fu4Hzft057ciM9uykunoic2o1jUcdV2H83pSQrf33H+4KtpDSb7//wZEIveqWdv8e8xrW6m9NcplNz9HDOfWtBu7JEvDwrFUslFakbPETK8OiEqe3CeP74m3BFJMe1e9znkG278AOP6SEpMhSzJ/5ESGTtLCHg58cCBA2zYsIH//Oc/7f4qKCgoKPjPiJki9Su+Ph3rt3vaXrfk7cLUKLalXpzeH6aFlNQM8d6im2Mp23EyoGP4ai40UX2bs5gwVRQoGWwJVB6o7tNzn05x1RESGkWETD9U/jX4xXfnsNTb3+hMVKiQvH+62q5vMlKfV++3vaGmsGw/SQ3ezyY9eP1Q9UPEtY21xFJV10kH9x7wyZm7DMGtdRSKfxMxpLb/7I2peia9O7Fd9MQTJdJrNc3d3yeLnv4RNRGV3YtsyJDMHwhsXZlDyf8WYtGJWs9vor/LijkZXLy0jOIPFrJ1ZU678aV7CgBoMtaj0vY8TVaFizEaR+/VRj1uDwa7cMhiUjo6u5JaIvqSGN+ZZdcQKgx8/HbnT5w4wfXXX8/evXuRJKlDc2iXK3ClLAUFBYVzlbHnjaVYW4TBYYSyvW2vqw7uItw2E5fkYvLFk/vRwtCQnJ7MYdVhNG4NxdsPccEPp/h9DJ1TRIUMpsDkyAMlecIQTnCCGEsC3/7yT6R+99Iu06BCSV1jOZFWEQnyxyFr2dpEvCWw5rU+7GV912pALhWW44yrnw8EUfIe0CZocUtu1B41zU0NPe9wBpJTTLk88oOYsuksnTEmM6ZD9ESXKNLgws7oWXYm+nA91VcUEftePB487RxzuZL5AwGX3cW+D2/n9cmZPHhY3Au/+OQXgEjL/dNVa/jhh7dzwWPz2763dSerSGI4zQZ5n7E2WlwDnaP3H2xDdT1hNuGQmYd3noaYPH4IBRQRYY2kuqSWhBBEKRX6Hr8jZMuXL2f48OFUVlYSFhbG/v372bRpE9OnTyc3NzcEJiooKCic/Wg1WioSSsX/PdW0toLdDlq7WK0tNReTGHv2qddqNBrqIkQdSs2xgoCO4UvxCTf7n+7YG4o/2AlAQmMCh5ofpX71XErD0zqsuIcae6twiqz6VjSR8tdZg+FMye2R1ZfUOaqJbhU1QMF0yFQaFVZvyp/T6r+Ag9onZx4VGofdl86YeFMipixTp6lssWOSAYhu7tkR/1nOLzly/Q48Uvs4TK0MyfyBwq7nc/nv8Ak8vG4VanfHtNyH163io+ET2PV8btvrrVXN4l+9PPVUQ6xYCNLbe19LWn68rC19OGls5xKhSePEZxhhjaDwaH6vz6kwMPDbIduyZQuPPPIIZrMZlUqFSqVi9uzZPP744yxbtiwUNiooKCicE1iHiQmAXqvl0CE4dAgMejEZahwa3OL5gURTWD0ALVV13Q/sAl+KT3RK39XYbV2ZQ9mWmwGIs8Rx/2Va5t4Ks+4q6TQNKqR4a+jsMf5JkPfWmRqoUttOr+qm3WBHExXcukJ7lHBiPQ7/a+fULhFB0cb0X1RpRKZomxHXlEBTQ22P4+c/vRiVR1zPPZdspuTnx5hXPn9QOGMAWwpyuWmTSMvtSr7/hk1L2XJac3d3o0gptRvkiShFDokBwGAPXCnWR1V+Zdv/w7rogaaLE/eP2qOm4mj/90BUCA5+O2Qul6tNTdFsNlNaKlZ009LSOHz4cHCtU1BQUDiH0E8Sv4A1ziEc+qaJfd+0ovWI2iDNxL4VrOhLWiOEI+qy+C924La7RZonYB7eNxFEXxrU929qxKYRTpC5UUQcSqJg8WLY++HtuOyBpfC77C4a/1PI1uVvsys7t8fjSC4RGVQl+hd5kd1w+Iztbtx48AxcqW2PmKO4EoJfQiGZxbTJ14jbH7ReNU5jQt+m1p7OuO+MxiW50Ll07PtsR4/jd763DYAmQwN3bvwtP/jzbQM+TfF0pNYYEhq7l+9PbExE8srcA0gt4jN2hcmr9YtNF8/osCA4ZPXFoha1VduCpOrcZrVRjV0tFgZqCyo7HaMw+PDbIZs0aRK7d+8G4MILL+Spp55i8+bNPPLII4wYMSLoBiooKCicKyTOFI1Yw1uGU5N3gMqN+zE2e8U+LkrtT9NCiitaOGIqq/9OZ/2JU6v8id50rFCz6/lcVl1Zg0eCiijR1+mqnVeRkZ+B5I0mPHplTbs0qDNx2V3sys7lq7vWtnO6tq7MoSp6FEM/X0Zx3o96TIO01TajcQhnMGpsjF/vo7uGw0ji79BfD+3Q+6o2opbN52cPSKntlrIGJKeYIBtHBL8dgXGocKa0jhg8Lvlpix6Xu63XXlRKTNDtkosxSkNDmPjOnNh8tMfxxdtFGnFtZAWqvu0qERTGjzvP73Fam0hzlaLkveHk8UKJMdwaQWNd9+0EeqKpwttsvofWCL50ysbywLIKFAYefn+9HnjgAdxu8RB65JFHyM/PJzMzkw8//JDnnnsu6AYqKCgonCuMnjUaAHNDCvZde3Bs30Vco3DExmT23A9nsKJJEI6YzuH/BLrssMjSsGlsDEnrvOYi2GwpyqU4GjIPZrap+d2cd3Nb0+TZBzMpihbjOmPryhxKw9OoXz2XgtwlbU5X7oyVFH+wkFnLSph7KyxZRI9pkPnbDhHt7bmV5EdTaB9dNRzWp+qZuH4iI58aycyTM8nYmIFxjIhEvpn5Jm/N/A/W4yV+ny+UuOwutj6wtq1JduzY4KewmicKJ1RvN1N3tFz2fpbyhraUtrgRvRNS6S1NYb6azZ6jK82FwsFoNvac3jgQycjI8HucwSo+J32cvOfR0AyxkKZxayjYe9I/A8+gpVY4WnZN9w6ZVeetc6tr6tX5FAYOfjtk3/nOd1iwQPRsGDVqFIcOHaK6uprKykouvfTSoBuooKCgcK4wfMxwGo2NqD1qPNUH0FbvR+1RUx9Wx9jxY/vbvJARPVIIMBhtJjx+6jjXnhSTyhZ9Mzpt3whMNCVB5oFMVq1bhdbVvpbI1zQ580AmTZ34h1tX5gin666OTtd/o//A4sVQfIY2SXdpkAd3n2oK7buO/hK/IL7N6Rr/5ngyNmYwM39mWwTMJxaRfJuIQM46fBH7E+Dz1X8N6HyhwOfklmz/RVsPMl5eHfRavoTRwpmKbYrj6O4DsvcryReqeADx/eyQtRqFk2Wr6LnmUKr11uNFWENqU6iInROLK9HVrXy/K8lF7JxTDcTDbOILGDVUXlNxvUmPQyWi/OWHintlr7VB1K3Ztd1fb992R6N/daMKAxe/HDKHw4FGo2Hfvn3tXo+NjW2TvVdQUFBQCAy1Sk1VYhkAelUjRp1Y/axMLkOrHngNeINFyjSxwhzRaqam1L8JRn2JWLlv1ckrwA8GM67N4s4N3QsFLN2wlBnXZrXb5qs968zpKo6Cpy9G9BU649epx/tzZ2mQJ4v2E9/ojdr4IXl/JnIU+szXCkdi6snzCLOGsfHoGwGfL5ic7uTevAASG4RD9tA1R4MusGJMFVHCuKY48o8dlL1fWWEREd7IS5g5BLr3fuAM96YIN/b8TDFYvPWJsYPz+SOpJaa8MAVJkjo4ZW7cSJLElOentN3vHo+HyBbhiCVNlJcmLkkSLd4UQt8CUaA4m8Xzz6HpwSHTi+3uluD2tFPoP/xyyLRaLcOGDVN6jSkoKCiECGe6SFUxqI3oVGJF3TlycK5Oy2XoNFHHFN0cR9m3/qmGWSqF02rT9p1DNrV0qiyhgKmlU9u93lZ7Bqg8KjLyM7h076Vk5GcIJTtv3ZbKfcY2twqPRKdpkOU1x9oiZIZhwZN474ywsWEYxxjRuDXMODaDr5OO4qr1vx9XMOnMyU2qF6HJA8kVvRZYORPdEBGFNTeZKS47Jnu/yooSIlvF91lr6l/nxudcGVp6FheJ9vapi+yiJ9ZgIH5BPJPWT8KQ2v77oU8xMGn9pHa1kBUF5W0tE0bMlJ8m7kshbCzrXU2Xy+tgOTTdt6Rw6b2OmBIgO2vwu4L6t7/9Lffffz+vv/46sbHywrkKCgoKCvKoTxSzSo0zFbVLTCA+LY0jKQe82eJnHSmjUzkpFaB1ayn8+iCTrx0le19rnZgI9VRzEUycFfJWpc8c11Z7diCTOzfcSUJjQtu2yqhK1ly1BqDLbXkT8jqkQTY1NqB1i4bFPmchlJjnmyn6QxGzDs/iietz2fbc21z08O0hP29XnO7kIoHWoSXOIhrllptEjdejV9Zw/vO5TLv7sl6fTz9ERCFjmmOoqiuUvV9teQWJLjHB18T0r2Jq+FBxfSKau28obLfZiGsU0cbhsyaG3K5Q4mucffK5fAruKaTR0Ij6fjfxC2a1G3fky4OACpfkIiVjiOzj27wRemtNc6/s9Hj727m03SvOeoxinMpx9qrvnmv4XUO2Zs0aNm3axJAhQxg7diznn39+u78KCgoKCoGRkwP/zBsGQFTTcGIbhMLivpphLFoktp+NGAwGGsLFynLlYf8andqbvLUU2r5bKpbbv+vMcafXnvnSDH34as+625Z5IJMZ12e12+a0iaK71vBmVJrQy+DFXSsm8bOOXITkUfPx1/1bR+Zzcn2RxTkH5gBgU9uw6C1dRhYDRWvW4pJcqFDR0iivcTBAU3U9AG7JhToyNI2h5TJkqlDENlnicbu7jhzu++RbtG4tDpWDKddN6yvzQoaklhj2izScKgdR1ih2fPZphzEle4WqZGNYvV/fJ7tWLAj1uqbLGxhza7uP6KrCxT2kcQyeFgQK3eO3a33dddeFwAwFBQWFcxuXC5Yvh+kNRcBwYi1iZdqpcvJu7U952PNHVqxYwPz5oO7f+VxIaAivJdZiprncvwbYLouIQjk1feeQ+fp32Ups3qKv9nhwozKpOzRNnnFtFiN/Nxnouvasq21u3CzbsIw5/5zT/mTeKKoztm9qSaIvikZr1hJeHcHkwslsj96Bx2pDMvTPxLApCWjtGHXUu/SsXb22y8hioEgqidbwZiIsUThb5adBWuuF82bVtnbZX6qvGPudqZz4zW6irFEU7D/M8MkTOh135NMDJDGKmqhyYpNCmw7bV6gNaqriS0iuSKe1uKNCYUNBNckMp9lQ79dxHTrx/HG19C41VnIIJ9Cj7V7dSBstFnu0jrPjc1EIwCF76KGHQmGHgoKCwjlNXh5cUJzDO/yEf4WvI65ZREmqIyq4pLGYd1jEoqL15OUtICurf20NBa3hYnLkbPAv9VBuik8w8fXv2r9ov6j7Om3uJJwqiRbpHVC1d57St41C3di1N91VTRoIp8zcaKZpcxOmLK+cu8eDxin+r03tG4dIUkvEfS+O8lfLmXV4Fq9euosT9z3NyBkjIDkZMjP7dMVgxvVZZD7wBavWreqwzRdZfGjxQ8x4LCto53REOcACHqf8WjC7RUzYbfq+S63titQpJvbqmwi3RbL/4z1dOmQ1hypJYhSNYdV9bGFokcZJUAHhjUl4PHC6Jl1rpVdOXu+fnLxb510QsfbO2VY5vPdUD36WIU7U/+mcwe+1p9A/BJTfUF9fzyuvvMJ9991Hba1QuNqxYwclJQOrJ4mCgoLCYKG8xMVqlvPflEwirack+JIaU3g/Yi0fpMwmmxWUl5ydokrOSOFQSVY/fy3ZxATI1UOKT7Dpqn+XhMTrma/zvxnPs/XZr9ped7s8FC5/sdfntZedKvZvOFGNziYiQnGT+k5K3Ze2eMnB2bRo4e3tD7D290vI/fFcnMPT+jS3dk76HJZtWAZ0HXVctmEZc9LndLZ7QEhmcY+qnRGy93Fbxf1p1/W/CoNKBfXhVQCU7e5apt1RIb6T1rCzq9fVpCVTARhaNZEj29oLs7gahGNlN/i5MGQQqzJqe+8WIzReJ19l6P44kUOE8Ije3rMwi8LgwG+HbM+ePYwZM4Ynn3ySp59+mvr6egBycnK47777gm2fgoKCwjnBuKo8dqUMJ7JkFVpX+9ojk8VMZMkqdqekM64qr58sDC0q7yRXa/dvxVfl9E5c+iFj7sz+XebFwimacXwGf54G1c/czc5nN/LVXWv5bPq97B/6Ya/PeXpd2qGv9xDbJByyxAkJXe0SdExXmJC0HhIbkkmvTOe3l5/qpzZ8UQnvPrCwz5yyps1NmBvN3Spe+iKLwSJsmHDEtM4YPK7O+1udiccuJuxOfd9Fcruj2VgPgKWoscsx2gYRpnFFnV2LQGMXiojgsJphfPzGO+22SS3iOeQ2+veepXCxn8beO2EdjVPsr4no/jixI0QGhdEeidvlZ/NGhQGJ3w7ZPffcw6233srRo0cxGE7FVK+55ho2bdoUVOMUFBQUzhUmxJZgb+i+t5W9YSkTYs/OTISINDHJNdj8a26s9qqMSYbQC1p0xun9u8asGYMqXMW40nFMPz6Ld2dso+FPl1KQu4Qj2j9w9/y9VEdUt9WK+Xci0Wfs9Lq0Iwd3tdVMRQyXH63pLRqjRGvYDgAuPnxxu20lUfD9xbD2ydtFYWSIOT1iGIxxcoif6K1Ts5mpP14hax/JKe5Tnzpef2MzClVAd23X92KERaTD6pOiuhwzGNHGaamOLgWgateJdtt0NjGvlaL8e55oIsWKkMbZu5ourXd/bWT3K0xDJggFyHBrBJUFVb06p8LAwO/fYN988w0/+9nPOryekpJCeXl5UIxSUFBQONf4qrCVOEv3va3iLIl8Vdj/NSihIGmqmGBEWOOwNMifyPtUxtRh/S//rIvXkbpMNJP98cYf81qGxNxbRfTozu+CWwUOTX3nn7HUxf8RDWzxwKjsUe0aNheVHWrrQaYf1nchQvvGXN6cngvArMPtZcN9TazvvbgG+8bckNsSqOJlb0gYIyKhcU1xHNm5X9Y+Kpe3Nii8fxYOzsQjWqKhbe7cgfB4PJiahLBQwqS0vjKrz2geKiKDmtr2EXm9TaQA6s3+ReoNsWK83s8I/5nonKJpuNHU/XESRonPJsIaQdHxk706p8LAwO8ng16vp7GxY4j7yJEjxMcP3saBCgoKCv1JnUZeX0e54wYb6Rf6mkPHU7pL/uKe1ikcEW3UwJB/HrJsCG5VC6MqRpF5MLPdtls23kJy/Sjc2NEmtheE0KfqmfjuRCa+O7FDP7HGsEYaLj3UroEtQGV9IbHN4n4IdVPo03lzUy7/nSrq4yaUTCC2qf096ZOaf3NTbshticmMwa1vFk5rZ3QSWewtxlQxaY5riiP/2AFZ+6i9kQ91dP8vHADoEkVENaw5ptPtlSeKiLKKaPWEqy/oK7P6jKS5YuEkoX40rU2n6vrCrTEARA317zkbmST2Mzh6V9Olc4h7Kzyh+0wBXZx3IcqjpuxI13WACoMHvx2ya6+9lkceeQSHw1uALUkUFhZy7733snDhwqAbqKCgoHAuYEqXNwGQO26wMXT8cAD0Tj3FWw/L3s83gdFHDwy1sf1rN/PvC0Rdyo83/pjzTpzHpXsv5aa8m7g572YAXrz6KfS/trbVnmVszGBm/kziF8QTvyCe6cemY3nUQtQckSr2v4z/8Y369Q7nsjV5ex9p7GhMfTfRPwrURtZyMOUgAIu/Wsyley8lIz8DlVvVblzIcTnZPyIbCaljKqg3WndmZLG3+Bxmc5OZ4rJjPYwWaLxqePpYY9Ds6A2xY0REOrq5czGY3e9/C0BDWC1jLh7WZ3b1FRfdcQkAI8vGsuHVfwEiKhjZGgNA0oRUv45nShPXMcwW2Su7DN7nWfQQU7fj1EY1drVwJOsKK3t1ToWBgd8O2TPPPIPFYiEhIYHW1lbmzJnDqFGjiIyM5He/+10obFRQUFA465m9cDY10TVdrvS7cVMTU8PshbP72LK+ITwynPow0Ry6dO8R2fvpvRPdiISBUeeypSiXv2a9Q6u2lfTqdJ597VkefPdBbv/sdgC+Hvk16y78jK0luW21Z6YsUzuHQVJLuCa7SLxZpCVNKprE8bA9Hc7l9vYsao1qQZL6rrdVfEYWACUmUc94w5YbePDdB8n+RzZrs9eSeSCz3bhQcnj1R7xw6ae8NeutDqmg+lQ9E9dP7BBZ7C36ISI6Ed0aTXWtvOiEzikiJxHJvZuwB4sRsycBEGsx09hQ12F70baTANRGVKDR9m/ftFAQOTaSJmMdWreWA//bCkDFyXKiWkVkauSssX4dL3HsqZqulqbmgGxy2h0YvSmPscN6Vk1t1Yvedpbyjp+fwuDDb4csOjqaTz75hPfff5/nnnuOO++8kw8//JAvvviC8HBFflNBQUEhEDRaDbpHdEhIHZwyN24kJHSrdGi0AyPlKRQ0hos2Ko0l8ld8DTYxgYlOGRiRw6YkOD//fAydNGz14GHG8RlkHsiU1ag4KlM4mWNLx7IvyUnlzvaCLpJXdt3Tx9UCijynSQAAW2ZJREFUd1ybxeU7ruGyfZd12Obr/XX5jmu449qskNuy/Z1sDsXDsJqhAMTfGN8h6hhsNCYNTrXIEmpptPQ43tlsQ+8Qn1X0sIFxn467ciwOtR21R83BT3d02N5cIFQpm41n52RfkiSqE4Wwh7NYfJaHvxTpp06VkyGTk/063rCpos5O59JRsL8gIJvKTpSh96ZgJ47u+QFh1QlhFmtdYA6gwsDCb4esqKgIgNmzZ3PHHXewcuVKLr/88qAbpqCgoHCuMW/ZPCyrLdRFt58E1cXUYVltYd6yef1kWd/QHCbqk+11LbLGu+1uDN4i+Lj0vpN9744Z12Zx54Y7O93mS6tbumEpM2Q4K/o0PdpULRq3Bm3reLa//n7bNrfdicYp+oGFDe/bxVCtSsU9efd0us2nCHrPl/egVYVWwMJWVsvm+C+IbIlk5rGLAEi7P63TqGMwkSSJ1nAxCXZae1ZNrMwvJ8wqHLLEMQPjPo2IVlMXLho+n/iqk7TLGvHZ2cOtfWlWn6KfKJ4dMQ0iPbF0byEAjcY6VBr/7t3wpDBckhAjKjsYWE1X5fFTtbOxw7pPWQSw6UTKsr3p7P2MziX8flqmp6czZ84cXn75Zerqzs6VEwUFBYX+Yt6yecyvmg9roe6JOlgL8yvnn/XOGIA9UkwsJHn+GA35tW3/Txzt34p2qJhaOpWExu7VMhMbE5laOrXHY0mShOkSMTGbUjCFbw/+u21b2a4CwqzeHmRTZYTbgkh9Xj3GOnW379FYq6Y+rz6kdux66J+sm+Qma38Wapea8IxwIib3jfy/I8pbRy+j71RJfiERXocsJtm/tg6hpClMOGS1R6o7bDNYRHRWFavtsO1sYfptomXD8PIJ7Nuyj/qCGgCajQ1+H0uSJFq8KYS1+fJaIZxJbaH4HOxqOxpjz5kQTm+TcXerM6DzKQws/HbItm/fzowZM3jkkUdITk7muuuuY/369dhs/d99XkFBQeFsQKPVkHVjFtffez1ZN2ad1WmKpyPFigm+xi5PMbDssEg5smlsJKf3rVPSFc4KeZMjueNiLokBhEN2TLO97fWD3+4i3tuDzDwmzj8je0l/9P7qjG0711AbBlfvvgqAxB8mhvR8p6Myi4bkKlfPDmBFWQmRVlE7ph1ADo7VIBwIW0XH+VtMk0j1jBogkedQMOq7o7FprERZo9j4139jrRTXw6rvOQ21M3w1XQ2l9QHt31AmFph8qYg94dJ7nyHK9PuswG+H7LzzzuMPf/gDhYWFfPTRR8THx3P77beTmJjIT37yk1DYqKCgoKBwDmBM9fXykSfQUX1CNERt0Tdj0A0M2ftg98WKzvRKjxdP4GBiPU1F9QAcP76nrQeZMa1vlfv6o/dXGy4X5OZieeQZPht1lOTaZMYXTwAJEpf0nUMWluZ1sBwxeFzdpy1Wl5cSbhVppZqYgbO44gwXUT51Q3sn0draSlyTuLfSLprY53b1FSqtigrzSQDq91XgahQOjl0fWK9Hq1Y4Uq01TQHtb6kSKds2rbzzu41CVVRlHzj3lELgBJzgLUkSc+fO5eWXX+bTTz9l+PDh/OMf//DrGI8//jgXXHABkZGRJCQkcN1113H4cM9yx++88w7jxo3DYDAwefJkPvzww0DfhoKCgoLCACF+gpgEhltjcdg9PYyGhlKxotwqc0W5L4jJjEGfqu/Q3LkNP/tihY0PQx2nxuA00Ooew65/fApASeWRU02hh/atMxrs9yibnBycw9PI/fFc3vjPr3h/NFy+V9Swmy4ztakf9gUJk4TzZ7CZqT/efYpaXVU1Ku90ayA5ZCqTcJj1Le2jfIc/34nao8amsTHl2un9YVqf4RgmwkvGGhOqFhH1dIUFlgJo9zpS9obAarps9eI5ZtfI218VLuxVO0Ow8KHQ5wTskBUXF/PUU08xdepUZsyYQUREBM8//7xfx/jiiy9YunQpW7du5ZNPPsHhcHDllVfS3Ny1YsxXX33FTTfdxE9/+lN27tzJddddx3XXXce+ffsCfSsKCgoKCgOA9FmnmkNXHOq5RtlS6VtRHjgOmaSWGLV6lPeHMzeKf/zpiyVJEqZMUUc2qWgK274RPc7qGisw+nqwpfatQ9bde3TjBk/we3+Rk8O7Dyxk+KIS5t4KP58HbhVcsVs4ZInji4J3LhkkjhEpfXFNcRze2f38w1oj7lOH2o7aoA65bXIJ9zY/jmpun/J6+DOhNlgTWYY5pe8ajvcHaVeOAyCleiwam/geSZGBTY0d3pouV3OADl2jcMTsWnkOmTZGOGJax8DobafQO/y+61588UXmzJlDeno6r732GjfccAPHjx8nLy+Pn//8534da8OGDdx6661MnDiRjIwMXn31VQoLC/n222+73Gf16tVcddVV/PrXv2b8+PE8+uijnH/++axZs8bft6KgoKCgMIBImzISgDB7OEVbeu5F5pN7tmsCSzEKFfEL4pm4fiL6lPaOUqB9saIvEWmLUwqmcMjxFQDOFjHpazU2ozb2/SS/q/dYHVVNTdY3wZWbd7lY++TtfH8xFJ+WzTquZBxDa4dh1VjJ/ernIp2xjzCkCkclrimOE8cOdjvW6m3gLbc2qK8YMkU41bGWeJyuU05E9QGRCtwUVk0ftrfrF2bfnYVLcpFcP4RYr9qiwRyYaqlbJ1JACVD00Nksai6dGnlFYQazN8Xb24tRYXDjt0P22GOPceGFF/Ltt9+yb98+7rvvPtLSRP8FVy8fhg0NQtkmNrbrPh1btmzpILP/ne98hy1btvTq3AoKCgoK/YspzoTFIOovir7tOX3dJ/fs0A68qvb4BfHMPDmTjI0Zve6L5RP2mFw4mUMJZTiarLjtwhGyxfTfe297j59mIBnFzP2h7z/EZsPfenVcl93FruxcvrprLbuyc7F+8hkrL67BA+0iclfsuQKAzeM2s/KSEuwbc3t1Xn/QDRHRCXOTmdKyTmTjT8PVIibqPpnygcLY70wFwOAwUrzvaNvrjnKfsx9YLdRgwhCrpzJGRFdTa4cBEDU0sF5xboOvpiuwBRK3t4WCU+OQNT5qSAwAervSA/hswO9k5sLCQqQzlkyOHDnCK6+8wuuvv05ZWVlAhrjdblasWMHFF1/MpEmTuhxXXl5OYmL7wt3ExETKy8s7HW+z2dopQDY2elMHHA4cDnk3vUJHfNdOuYbBRbmuoUG5rqEhFNe1PryGCGsktfklPR7XaRETR4fGNmA/24iLT9XnON1O6LltVYfrqp+gRwqXiGiOoFqXzp7XNqFxeWXJk9T9/t4jLonAdLmJ2vdrOe/keexPXIe9uQVJ57+i4Lbf/Ithq++mfmgJZRGQ/AFskCIovqX9OLVLzdx9cwH4OONjiqLhnxs/50dzLun2+MG6Z1XxYj07whZBVXVRt8dz2sRitVM/sOYdyeOj2B1WS0xLLPv+t4uUCSJipm0Q0T9XpFu2vYP5GduQUEVyXXrbzyca99Hc1IzO4F9tlm9RQmPXBXQdPDbh0Lk1zg7Xs7PjxaTFYsdFmC0Sa4sNtTa0ff/OJuRc377Gb4fM54y1tLTw9ttv87e//Y0tW7Ywffp07rmn80aRcli6dCn79u3jyy+/DPgYnfH444+zatWqDq9//PHHhIUpYd7e8sknn/S3CWclynUNDcp1DQ3BvK5NxnoAGstrehRssjeJxTaH2nZWijudfl3DxoSh3allXPFk/nfkeTQOIfPfEmUdEO9dl6jDiJHz889n1Yy1vPfgXzDMGenXMRpfPYTx8G+4cRkUn9auK7bllAy5yq1icsFkZh6dianFRG1YLdtHiHYAX1ZUECfzWvT6nvWAUWNA59TTWF3f7Wfg8a4J2zQD47M6nYawKmJaYjmQuw/XWDEnirCImkWb0eO3vYPxGVsUfZRxXND28/vOL1nzYAwL62/ksusXyT6OVRIftMZhCOhzdreK1Rq7quPzrLPr2tLYTDJDCLdG8s7r64lK6psefGcTvuva0tL/6cR+O2Rbt27llVde4Z133mHYsGEcPHiQjRs3kpmZGbARd955Jx988AGbNm0iNTW127FJSUlUVLRXNKqoqCApqfMeNPfdd187R7GxsZGhQ4dy5ZVXEhUlT1pZoSMOh4NPPvmEK664Aq124PRVGewo1zU0KNc1NITiur4Q+TQAOoeWa665ptuxL630iinoPT2OHUx0dl2LdhdRuLOQjIIMylJWE1NzJwAZV0xh1DWj+tNcAFrSW9j5yk4mF07GptJSX7yPn1xzl+z9XXYX/7z/p9yyGM7U16z1ahZkHsjkzg13ktB4qjeWwWng4sMXkzchj4lXLuaaa+Z2e55g3rMfhr+PrkGPyt39vfr1I/8CQBWpHnD36SvGZwHQN+u55pprcLvdfNokJqkjLpos297B+oz9wwP3sSehlCtOe+33b/2eyqhKnr9qDUlf5fHrxx6Xdax//rMYvga9Iyygz/nEyh0AqMM0bft3d12tU618e/+3RFgjiEsxMeM7M/0+57nKmdfVlz3Xn8h2yJ555hn+9re/0dDQwE033cSmTZvIyMhAq9USFxdYU0qPx8Ndd93Fe++9R25uLsOHD+9xn4suuojPPvuMFStWtL32ySefcNFFF3U6Xq/Xo9d3VKDSarWD6qExUFGuY2hQrmtoUK5raAjqdTWJ6bjGpuvxmCqnt1ZDx1n5uZ5+XWPnxlL4UCFTCqbwq8vrueeQSN2PGxM3IN571JQo0XesTPRM29v0efd2uVyQlwdlZZCczJ7tdlZ9p2OdGN6fMw9ksmpdx2wXo93IqnWr+P21T3PX/Zeh1cqr3wnGPeuMckIDSA59t8fSuEQKoCpKPSA+q9OxGUVdm6fWg1arpexoAeE2EWmZePWFfts7mJ6xdqudrw9s554PHsKDB+m0G8/caObhdavI/t4qPC6PrPTFyGQRWTTYwwO6Bmqn2EdlVHXYv7PrqkoUKYoqVFSfrBw0130g4buuA+HayXbI7r33Xu69914eeeQR1OrgKDotXbqUN998k3//+99ERka21YFFR0djNIolsZtvvpmUlBQef1ysUCxfvpw5c+bwzDPP8N3vfpe33nqL7du389JLLwXFJgUFBQWF/kOfLCaventkj2PVDvFLVDoHVJ8jL4gEHcQ2x2L3pLT1INMm9/9EAkQ5Q8ylMVS+Ucn5+eezZ8SruBqbUUd1IjiQk4NzxTK+VHvrxCzQaoyg+Aax2ZeWGGeJoyaihv1D93PnBhERlM7w1iQk3Li558t70Kr6toZGFa+BIlC7uk8VU3sdMm3MwGhe3g7v10xrEemK+z/cgQYTteHVzJw1px8NCz2vPfcCP9h0B9DxvlKhwo2bJZt+wWvPvcBtK1f0eLwYrxhImD2w1EFfPzGVUd7UXG1QY1fb0Ln01Bd03wtPYeAj++n16KOP8s477zB8+HDuvffeoPT9+vOf/0xDQwNZWVkkJye3/X377bfbxhQWFrYTCpk1axZvvvkmL730EhkZGaxfv55//etf3QqBKCgoKCgMDmLHiIyLMGssnh56Q2scYgKjDjv7G6OqDWqkBCGLfX7++cQ1ietUn5XJ1pU5/WlaG6bLRITg/BPns3Woh72vftpx0Bn9xJYsgrm3wg/niTqxzAOZrM1eS/Y/snnw3QfJ/kc2655dR0JjQodJsw8VKoy1aurz6kPzxrogPE14M1p7DB5X12otWodwSo0JA08NT58g3kN4iyjaK/y6AID6iHIMxrNb896yvaHH+yqxMRHL9gZZx0scMwSAcGskDpvdb3u0DuGwayPlP89a9eJ701hR7/f5FAYWsh2y++67jyNHjvD6669TXl7OhRdeSEZGBh6Ph7q6nht4dobH4+n076233to2Jjc3l1dffbXdft///vc5fPgwNpuNffv2DbicbAUFBQWFwEibOQKAqBYz1QXN3Y7VOn0TmAEYeQgyW1fm0NwqFiuz9mWh9qhxqBzMuesAxR8sHBBOmelS4ZCNLxmP1hHGFxv/2X5AF/3EQNSJ+dIS4xvbtwaIbolGDvYy/yfBvSFhskgbNdrM1B3vXOnZ43KjcwpHLGqIvPfRl8SOFnX7Jou45s0nxQS/2RjYvG4wkaRNC+q4oVPFOL1TT+HBAr/t0Tm9jd6j5QvO+Xrb2eosPYxUGOj4Hd+fM2cO//jHPygvL+eOO+5g2rRpzJkzh1mzZvHss8+GwkYFBQUFhXOE9OmjAYi0RlO85US3Y3UO7wQm5uxWzHXZXez78HYevmovAFNPTgWgKqqK4mgPixfD3g9vx2Xvu8bInWFIM2AYaUDtUTOlYAr7HJvabbdvzO20nxiAyqPqMi1RJXOqokvu20hp4ljhxMQ1xXFkV+dZQ5byBvTeFLa4keY+s00uwy8W2UXRLSYaa+uQakRJij0swO7Gg4jLbvluUMdFD43C7e1rUbyv0G97dE6R2mqMk5/yaPM6ZHbLwOvFqOAfASdcR0ZG8rOf/Yyvv/6anTt3MmPGDJ544olg2qagoKCgcI4Rn5RAq1YIDZzcdqDbsXqHcMTC489uxdxdz+ey6soa9g3dhwtXm4PSom9B8oj/P3plDbuez+1HKwVtaYv557MjpRJbWW3btjc35Qo5+04yxCYXTO42faxbJNAP1ROTGROY0QFiTBULAnFNcZw4eqjTMSUnioi0irRA8/CB55CNvnQsrd5J/eHPd2OwCFtVprM/6my+zIwtsrXNiToTN25ska2YL5P3uUkqiRZvCmH1ic4jpt3he55FJsqPpDp0Iirsae3fxRiF3hOUCtjJkyeTnZ1NSUlJMA6noKCgoHCOolKpqIuoBqDmWHG3Yw12MYGJSjGF3K7+ZEuRcGSmn5iOW3Vq8jiqYhRrs9cy+2AmRdFiXH9zeh3ZzmTY/tJ/2rYdPW2cyq0iIz+DS/deSkZ+BuamAJ0Vr/82KnsUkrpva550Q0REztxkpujz/7IrO7dDlLKssJhwq0hZDDcPvEhuTJyGuvBKAE58dYyYJhH1i0pP7E+z+gRJLXH+q9PbhGFOx40bCe92P+6rtpqu0toeRrbH43ZjsAsH3zRUvnK5y+AU/7Gd3fV+5wJBlSQaCLKRCgoKCgqDG0tYPQA1BfXk5gqF9DNx290YvDUX5rSEjgPOIpqSTtVXadztFdjMjWZWrVtF5oFMmjpvx9mnxMyNAWBk5Uiim2PY9M3atm3xGVlA58IdSzcslXV8bXz7eYY+Vc/E9ROJXxDfxR6hY/eaDQAYHUZO6r6kfvVcSsPT2tXzVVaUENkqok4ak9+tX0OOJIHFKJyHmgPVxHodsmEXTexPs/qM+AXxTHp3EoYUQ7vXDakGJr07ye/7ylfT1VLtX01XQ00D4XbhuMeP8ON5ZhTKRyp7cNTPFfqPgfd0UFBQUFA4Z8nJgQaNEPPQNzTw8Nxc8lMy+eNzahYsODWu4eQp0YEkr7rZ2cqMa7MY+bvJQNfy3Es3LMW8qv9T4nTxOsIzwmne3cx5+edxWNrMV3etJWxEEldueJcrwzP5zXsd+4nFtMR0f2BJOF8XHruQhq8asJfZ0SXriMmM6fPIGAiRlZKPF2LQv0+ELYL/jozjLzNbSG0o4Y8fLGQr7zLzqQXUVpST6BR1kZqYgTnlshqaxH9OqFGholXbSsbVZ7fk/enEL4jHPN9MfV59r+8ruzfd2l7vXw1e2ZHStv8njUmWvZ8ULhwxjfPsTzE92+nbph0KCgoKCgpdkJMDbyzMIZJ8AKLsQ3k4cQW5Jem8sTCHnNOEBMsPigmMTWMjefgACA2FkKmlU2XJc08tndq3hnXB6XVkn41upiB3CfXPXcq7LS/y08+67ifm8f7prDE0iLRElU6FKctE4k2JmLJM/eKM+URWFi+G6kiRXutLuSyJop3IiqVaLBy4caOJHpgOmTPMAcCQklEA1ESVkjx84KVXhhJJLQXlvnJohbiGs9np137VJ6sAcEkujLGGHkafQhcj0ma1Dvn7KAxMFIdMQUFBQaHfcbngo9tzuCUlm9Ty7wEwovwCqMhmR8Qz3JKSzYbbc9rSF6tPirqXZn0zBt3ZvTrsrJA3uZM7LtRUFBwERB1ZcfSpXmPvjuxeuEPy/tGaB05aYmf4RFY8QE1EDSDSMDPyMzqIrLTWi2ivTdeKpBqYdT5qr4BHTItwpJuM1UgD09QBj0snnFtae2iieAYNJeI+supakfy4+AazSHPUOQZejzsF/whoucbtdnPs2DEqKytxu9sXQl5yySVBMUxBQUFB4dwhL9fFXMNfiSzpmM5mspiRLKuYk/I0ebnzybpMTX1JLZHEt9VsnM3IlXPva9n3znDZXRza/wvSVK8ypH4ISXVJlJuE4lycRZ5Ywcg/jkSfou/3tMSu8ImsZB7IZGKJqLW6fvv1XL/9eiqjKllz1RryJuSxpSgXR7NIXbPpWvvP4B4IT22f6mo1Kj2tAsWjF3NiyeZfTVdjRQMRxGHT+nefRKXEAKBXHLJBj98O2datW1myZAkFBQV4PO1XACRJwtVZ9bWCgoKCgkI32D/PRd9wC9B1nZSh4Wbsn+fCZZfRXNVIJPHYtGe/QxaTGYM+VY+txAadLbx766v6Wva9M3Y9n8vDV5ewsvkgk4smc/6J8/lw2ofAqWhST+hT9JiyBq5yZlMSZH4rRFbOxCey8tDih2iaBq4dYk5k1w3cPlHJU0bBKe0VXJH+RXcUTiGFiWeXxuGfyF1rtajjs/r5PIsbkUALVoy2CFwON2qtkvg2WPH7k/v5z3/O9OnT2bdvH7W1tdTV1bX9ra31T+ZTQUFBQUEBoLZoF3GW7uuk4iyJ1BbtAqC1TqSC2TUDN/IQLCS1xKjVo7w/nLlR/NMfsu+d4Yse7RixA4BL917aJm1/OPkwNk03jkk/9RPzlxnXZnXbxNqDh6UbljLj2izcok0UToOjr82UzZjLzsPFqcV0SR+O0zEw0l8HG+rIwGq6rI3iOebQ+CcGMmRSCgAR1kjKA+h9pjBw8DtCdvToUdavX8+oUaNCYY+CgoKCwjmILlpeHZhvnL1RTFzsWv8mMIOV+AXxTFw/kWPLj2ErPuXU6FP1jMoeNWDqq5qSgFZwqsSEftrJaUw7OQ0QAix6p14Id3CGMzPAHMvumFo6lb2Ne7vc7hNZmVw6mU+dYt3bbei8+fBA4MCXW4iQwtqir9O2XMS/4/+N7hEd85bN61/jBhn6GNGKw9fkWS5Oi/hOO7pbsOiE+OEJHOM4EdYICo+eJGXs2a04ezbjd4Tswgsv5NixY6GwRUFBQUHhHCV25ni/xrm8KmZOjT1kNg004hfEM/PkTDI2ZjD+zfFkbMxgZv7MAeOMAcy4PovMA5n8ZONP2hwvHz5nLHdCLpwhjDnQhDu6wx+RFZVTpK5J4QPTyXz/ufeJuicClaf9dNDUYCJieQTvP/d+P1k2OAlPjAJAb/evpsvVIiKU/j7PtLHi/lKhouJ4sV/7KgwsZEXI9uzZ0/b/u+66i1/+8peUl5czefLkDs2gp0yZElwLFRQUFBTOemYvnsO/7/gXpsZYVJ2sFbpxUxddy/zF1wHg8aqYubUDNxUsFPjkuQcqc9LnsGzDMqBjOp+PycWTmV0xG8tWy4AV7ugOueIp6jAnGqdIXXM7W3DZXah1A6eBr9PhxPagjQgiuqzbtD1ow/kLJxrtwJTsH2jEDBXCNUY/HTKPTURQXVr/UkVVehU2jRW900BdYZVf+yoMLGR9w6ZOnYokSe1EPH7yk5+0/d+3TRH1UFBQUFAIBI1Wg+5RPdJyCTfudk6ZGzcSErpH9Kcmht6FZJdW+Z0zkGja3IS5sesG1RIS5kYzlq2WAe1YdkdPIitu3NRFVNFyw/eQRv8cAHXT15SGP07J3c8x86kFHXfqB754+4tuPysVKsyNZr54+wsu++FlfWjZ4MU8MolGGgm3RuJyOlFrZDqy3kxFt58OGUCrrhm904Clst7vfRUGDrJSFvPz8zlx4gT5+fmd/vVtO3HiRKjtVVBQUFA4S5m3bB6W1Rbqouvavd4U1ohltaVdPYvKLiY6Hr2iCDeQsJfJS7mSO24g0q3ICsLpXH3N84z/ZTO4IwB4Z3ITs+4qofiDhWxdmdNxp37g+IcHgzpOAYZOTQPA6DBSdFR+CqHkFJFTj87/55lVJwSOrN6edwqDE1kOWVpaWtvfgoICUlJS2r2WlpZGSkoKBQUFobZXQUFBQeEsZt6yecyvmg9r4UiqmAiWxW/rIC6gdgqHTNIPjjS3c4XB1DOtN/hEVvQpHcVo7JpGvh3xLS06iLAKh8xisFASBYsXw94Pb8dl7//IrtYhT0BC7jgFiBsR2/b/4r3y58RqhzeVNYDnmV0nhI2cTeeGwNHZit+iHnPnzu1U3r6hoYG5c+cGxSgFBQUFhXMXjVZD1o1ZtMxuBCDSkoLL2X7lWOMQE3p1uH/9fhRCiy+dr4vysUEjbS+HM0VWJn04CUwe9M5ofv6xSFWMbI0EwGK04PFek0evrGHX87n9ZPUpJs+cSk1EJW46V4B046YmooLJM6f2rWGDGJVGokUnGmtXHZcvQ69xCsdeZfS/xtChFw6zu3XgKnkq9IzfDpmvVuxMampqCA9XOoUrKCgoKASH8267AIDEurEcXH+43TatdwKji5Anl6/QNwymnmnBwCeyknhTIuarzZy4XPRfm7djHhccuYDYJhExSapLQuVW4ZGgKFr0a+tvzrsrC7vpH0hIHZwyX92mzfQa592V1T8GDlJa9CJ1sKFYXiN0AI1TLDBpAlhgcum9dWdKIHNQI1s2Z8ECUYQqSRK33norev2pX4Iul4s9e/Ywa9as4FuooKCgoHBOMnPOxfwr6l8kNiay92+fMunGcW3bdN4+P3qTf/1+FELPYOmZFgoqptezs/BdFn69kMfXPo7aIyIeyz9azk2bb2LNVWvIm5An+rX1M2qdmuE3/pTKNx/C0XAncZaEtm11EVVoo59nxI0rBpQy5GDAV9PVUtUke5+2BaYo/xpKAyBan6FyKEqYgxnZn150dDQgImSRkZEYjca2bTqdjpkzZ/L//t//C76FCgoKCgrnJHqNnsKUoyQ2JtJ0rLr9Nof4HRSeEN0fpin0QPyCeMzzzdTn1Q9KaftAmXF9Fr//+vcsYEGbM+bD3Ghm1bpVPLT4IWY8ltUv9p3JzKcWsBUY8uxyTiTGUaeNw+SoYXp1LWW/yB4wipCDCbu2Rfxb3yp7H51TPM+MJv8zzVQRItnNl8atMDiR7ZD9/e9/ByA9PZ1f/epXSnqigoKCgkLIcY9zwkGIaEjE4wFfxrzBLiJjkcmDUzr9XGCg90wLBXPS51D3aV2n23y9vZZtWMacf87pY8u6ZuZTC3A9Np/aF/LQHS8jbGQyqXdkkqZExgLCoRVRYadFvoS9zrvAFGaO8vt82hgRXdM6jT2MVBjI+B3ffOihhwCorKzk8GGR0z927FgSEhK6201BQUFBQcFvMn48Hd6DhPrRFOQWkz43FbfdjcE7+YhLO3vT3xQGHz31YfP19mra3DSgnFW1Ts3UFVn9bcZZgVPnbenw/9u78/ioqvt//K87253JvsxkJRAgsiOIKKKmqKAsiiBY/IkifBDRCm64lbYWqBtFbdWKfKyKFD8UKhosIlL5YSOoCLIJyA4JSxZCgOyzz/n+ccnAkITMyiST1/Px8AG599xz33kTc/POOfccs/dL2BvO/YIpPsP3rwmDSRkg0dk5UNKa+byoR3V1NSZMmIDMzEwMGjQIgwYNQmZmJu6//35UVlaGIkYiImqjfjXsFpQmlEDj0mDrW18DAKoKz49ApHfJCFdoRA20hX3Y6NKErCyQIlm9+xHbZrW5C7KkDk0X802Jy0wAAOjtMT5fSy2HzwXZlClTsGnTJqxatQoVFRWoqKjAqlWrsGXLFjz88MOhiJGIiNqoKG0UCtMPAAAqdpcAAEr3K39aNBZkdEoPW2xEF2sr+7DRJUQp86q9XWSjtED5hRMApHXx/fuZsbMyQ81gjYHN7P00SWpZfC7IVq1ahYULF2Lo0KGIi4tDXFwchg4divfffx9ffPFFKGIkIqI2zN5ZeScj6owyPfFUwUkAQJ1cB72Oy95Ty9GW9mGjxqljlOJKa/duxcSygyfdf0/ukHSJlo3L6JkJAIixxKK0wPu9z6hl8bkgS05Odq+4eKH4+HgkJrac+dBERBQZut3bFwCQUtEZ5btOo7LoDADAoqsLY1REDbW1fdioIV2C8n5r/UIdzTl7XFlB1qI1+7XFQP17tNGWaJw4XOjz9dQy+FyQ/eEPf8CMGTNQWnq+Ci8tLcWzzz6LF154IajBERERDRs7HMUJxVALNTa/+v+jpqwKAGDVsiCjlqd+HzY503P0Vm4no+enPSN6HzYCok2xAAC9zbtFNqpKlHdiLX5+P9MmKZtJq6BC2aEiv/qg8PN5lcUFCxbg0KFDaN++Pdq3bw8AOHbsGGRZxqlTp/Dee++5227bti14kRIRUZsUK8eiMH0fMioycHLLUUjdld8827Te7/NDdDm11X3YCIjPVKYdGmzeLbJRc6oKyciE1c/vZypZBavGAtmhx9njZX71QeHnc0E2evToEIRBRETUNEuHWmAvYChPQlV1BQDAprGENyiiS2iL+7ARYMxJQy3qEGWJgdPphFp96WmI5rO1AACb1v/vZ2ZdLWSHHtVlFX73QeHl9z5kREREl0vHkT2ANYCpoiOqTm8FADg01jBHRUTkKbNXexzAPkTbolFaWIzMzlmXbG+vVr6P2QP4BZNFrgXqkmE9V9xR6+PzO2QAUFFRgQ8++AAzZ87EmTPKy9Xbtm1DURHnrhIRUfDdOXE0ihOLoBZqJB1Vlnl2arnEMxG1LKndzr8jeGLX0WbbO2vtAAC7xv+96Ww6ZbqjvYa/pGqtfB4h27lzJ4YMGYL4+HgUFhbioYceQlJSEvLy8nDs2DEsXrw4FHESEVEblhydjMPpe5BxNhPGymwAgEvrDG9QREQXUctqmLV1MNijUHaw+WXoXRZlI2lnAAWZXadcK8zC7z4ovHweIZsxYwYmTZqEgwcPQq8/v8fCiBEjsH79+qAGR0REVK82s8rjY6HjDx9E1PLUyTUAgIrjp5ttK6zK9zFnAL9gcurPzRbwv6ajMPO5IPvpp5/w8MMPNziemZnpsRQ+ERFRMLUbfIXHx3HWJAgnizIialksOuVdrppTVc20BCS7svKm0Lr8v+G5Lc9Udp8nvlEL4XNBJssyqqoafoEdOHAAJhP31iAiotC4NX0YHNL598a67+6PjR024lTeqTBGRUTkyXZuTzHr2eb3FlPblCJKyM00vARVjLKSo8YeQCcUVj4XZHfeeSf+9Kc/wW5XXkKUJAnHjh3D888/j7FjxwY9QCIiolN5p1A8UVnU40KWIgt2j93NooyIWgybTlkx0VHT/BxClUMpyFR6//eo0yUohZjWYfC7DwovnwuyN954AzU1NUhJSYHZbMagQYOQk5OD2NhYvPzyy6GIkYiI2jDhFNg2aQsAQILnDy0qqCCgnOf0RSJqCZxaZdDCm0U2NE6lmFIZ/J9uaDApm1Dr7FF+90Hh5fO/fnx8PNauXYvvvvsOO3fuRE1NDfr164chQ4aEIj4iImrjyteVQ65u+je/KqggVxtQvq4cpts4dZ6IwsslKwt0SJbmxz20jnOjWzH+TzeMy0wAAOjtMX73QeHldzl+44034sYbbwxmLERERA2s+8eXSEO2V+3+v9smhTweIqJLMigj+WqbttmmOruyYrk+wf/RLdMVKahCLQzWGFhr7ZCjm78vtSw+TVl0uVxYuHAh7rjjDvTq1Qu9e/fGnXfeicWLF0MIThUhIqLgK7U3v7mqL+2IiEJJHe39IhuyXRn9j0r2f3Qro2cmACDGEoviw8V+90Ph43VBJoTAnXfeiSlTpqCoqAi9e/dGz549cfToUUyaNAl33XVXKOMkIqI2KqZ/PMriyuBC48tCu+DCybiTiOkff5kjIyJqSJugFFk6e/OLbNQXZDFpCX7fLzErGQAQa4nFiUP8xVRr5PWUxUWLFmH9+vVYt24dbr75Zo9z33zzDUaPHo3FixfjgQceCHqQRETUdj3w+KP49Ybb8OSqWXDBBdUFv0t0wQUJEv75qwVY/vjXYYySiEgRZVRGu/TNLLIhhIDeprRJbJfs9/20SeenKJ4qKPK7Hwofr0fIli5dit/97ncNijEAuOWWW/Db3/4WS5YsCWpwREREOr0OA3tdi9njZqE8rtzjXHncKcweNwsDe10LnV4XpgiJiM6Lz0wCAOhtl56GWHmqAnqH8g6ZqVOK3/dT6VSwapSl9iuOlzfTmloir0fIdu7ciXnz5jV5fvjw4Xj77beDEhQREdGFfvvqPGDmc3jqf+6HqaIHkmuScTrmNMoT9mC64UnlPBFRC5DcKRUWWBFtiYVwuSCpGh//KNl/fjQrvWt6QPesk2sgO/SoKasIqB8KD68LsjNnziA1NbXJ86mpqTh79mxQgiIiIrrYb1+dhxmWl7D4nXdRVHIYmemd8cD0RzkyRkQtSkbPLBzBIcRYY1BecgqmzMZ/fi4vPAVAgl1lhyExsE2drbo6oBawVNQG1A+Fh9cFmdPphEbTdHO1Wg2HwxGUoIiIiBqj0+sw5Zknwx0GEVGT0nul4QgOAQCO7TzaZEFWceI0YmGEWVcX8D1tOmXKoqPGGnBfdPl5XZAJITBp0iTIcuNLeFqt/AIgIiIiorZNG6WBRWOG3mHAyQNFwPDG29WUVSEWRlh15oDvadcpP4e7LI2vRkstm9cF2cSJE5ttwxUWiYiIiKitM8u10DsMOHus6UU26s7UAABsmsALMqfeCQCQbFLAfdHl53VB9tFHH4UyDiIiIiKiiGDR1QK1RtScrGyyjbVCKcRs51ZIDIhBAABUdq9/tKcWxOtl74mIiIiIqHlWrfJemOVs0++H2Wttyp/awAsyVawaAKCxN/5qEbVsLMiIiIiIiIKofpENe5WtyTauOmUxPIfGHvD9tIlKIaZ1BLZaI4UHCzIiIiIioiByaJVCTJibXmRDWJVphq4gFGTRJmUTatkeHXBfdPmxICMiIiIiCiKXrIx+SZZL/Kh9boFyl9YZ8P3iMhMBALItJuC+6PJjQUZEREREFEx65Q+1relFNlR25b0voQ38dsYrUgAAUbYYWKqbniZJLRMLMiIiIiKiIFJFK4XYpRbZUDvOFWv6wO/Xrmc7AECMORbFh4sC7/AcpxPIzweWLlX+dAY+mEeNYEFGRERERBRE6lil2EqoSsOS33wAa621YRuHMjSmNqgDvl/8uSmLMdYYnDh8NOD+ACAvD+jUwYnZN+dj5filmH1zPjp1cCIvLyjd0wVYkBERERERBcl7Y95A+redAQBZZzoi839zsCrt33hvzBse7TQOZfRME60L+J6qmPM/0h/613/htAU2lJWXBywZm4dviztgdvbNuLPXeMzOvhnfFnfAkrF5LMqCjAUZEREREVEQvDfmDXRZ0Q+x5niP44k1RnRZ0c+jKNM5lLmK2tjA5iz++FweShM7wqpRNpq2HPgAxdEd8ONz/lVNTifw1dQ83Nt9LHKfLMLNk4DxdwM3TwJynyzCvd3HYs3UPE5fDCIWZEREREREAbLWWmFcmwUAkCB5nFNBBQGB5LVZ7umLOruyZ5g+yf+l6n98Lg8nVo3FDdNKYNYq/X7Vrh9umFaCE6vG+lWUbch34pqUqRg3DiiOUaFPQR/csusW9Cnog5IYFcaNA65OmYoN+azIgqXppV+IiIiIiMgrnz7zMTJrcpo8r4IKxpoUfPrMx7hvwRTI5wqyGFN8k9dcitPmxO7VU/Fx71y8/tF0JJgTAABPf/k0yuIm4G/D3sH9q6fimpdGQa3z/j01W34+Xhx2GjfuzcX0NdORUpXiPlcWV4b5w97By8M24IP8fGDwYL9iJ08cISMiIiIiClDlsdM+tdOfK8jiMxL9ut+O+fn4smMPzP5kDkxVJo9zxiojZn8yB1917IEd8/N96rdYykfHolzMuUS/2UW5KJZ865eaxoKMiIiIiChA8e2TvW5nt9lgsEYBAJI6GP2638aj+bh3/XQATU+RvGf9NGw8mu9Tv9puwPQ1l+532ppp0HbzK2xqBAsyIiIiIqIA3f36BJyOKYMLrkbPu+BCeUwZ7n59AkoOFEN17sfwtCvS/bqfZE5ASlVKg6KpngoqpFalQjo3ldFbmeImr/rNFDf5GDE1hQUZEREREVGA5GgZ5bcehwSpQVEmICBBwulbj0OOllF2+CQApUhLzk7y637du10V1Hb1uqJHUNtR81iQEREREREFwcN5T+PAXdtwNqbc47hVY8WBu7bh4bynAQBnjivnzbo6qDX+bQzdp0+foLarp8/0bhl+b9tR81iQEREREREFycN5T+OO0lEoeuQQ9vffCgCQhIS00WnuNlUlFQAAq87s932SBiXBmeq85BRJZ5oTSYN8G4FLyE2A3E6GkESj54UkIGfJSMhN8DVkagILMiIiIiKiIJKjZdy3YAqmbp6BU/EnIDtl/PT+d+7zdaeqAQBWrf8FmaSWcOW7V0KSGk6RdMEFSZJw5fwrIakbfxfsUv3mvJUDCRIEPIuy+qmXOW/m+NwvNY0FGRERERFRCEiSBEtvCwAgs6AnLFalALNU1AEAbBr/CzIAMI0xodenvaBvd9H0wUSBXp/2gmmMqfELveg3a0Fn2NU2j+M1+tPo/klPv/ulxrEgIyIiIiIKkWHzx8IlOdG9qBf+MecdAICt2goAsGusAfdvGmPCwMKBuPLrK93H9o7/KeCi6ZSpBEWJxR7H/nfYGyg1WALqlxpiQUZEREREFCKmKxNxPHUfAODkVyUAAEetMvIUjIIMUKYZJt2ahGpDBQCg8sTJgPs8vHcnjDXKHmkx18UAALLK+mDzv5YG3Dd5YkFGRERERBRCMbcoo1Xdj1yH0uLjEBblnS+nxh7U+9RGVQEArGdrA+6ruPAQYi2xAID0B5S90voW9sXu4s8D7ps8sSAjIiIiIgqhkQvGoE5XDVNVCv7v6f8Fzg2MuTTOoN7HFq28kyZqG18h0RdVpacAABatGckjkwEAV5RcgRMxB2EPbh3Z5rEgIyIiIiIKIV2cBieyDigfbNUBdmWFQpcuuAWZK0EpxDRWOeC+HJVKcVcbXQl9Oz1EexfUQg2zKge7Vh4JuH86jwUZEREREVGIdZl8LQCgV8EASFadcjDwusmDLk1ZbVFniw24L2FVikZbrLKIR+qtyj5qHUr7YtNn/wy4fzqPBRkRERERUYj96rc3oiz+OPQOPXoWXgMA0JglOCzBWdgDABKvUKYWGqyJEAHOWtTYDMpfzu0rnXyL0nffwr7YU7YysM7JAwsyIiIiIqIQU6kkVCYpy8hrXVoAQK+9g/Bv07/xxfQ3gnKP9td2AADEmY0oLzgbUF86WxwAQJ+lFGYJNyUAAHJKc1AUewRWS+DvqZGCBRkRERERUYh9Mf0N5BRcCwHPQiaxxoiY+f2CUpS166sUZMlVRuzdutPvfiw1DhisyohYco8UAICcIQPZAmqhRq2qC3Z8diDgeEkR1oJs/fr1GDlyJDIyMiBJEj7//PNmr1myZAn69OmDqKgopKenY/LkyTh9+nTogyUiIiIi8oPDYoXtH1kAAAmSxzkVVBAQsC3OCnj6YlT7KABAnCUOR3b/4nc/hdsKEV+rLNXfvn+2+3j9e2Q5xVdh07+X+B8oeQhrQVZbW4s+ffpg/vz5XrX//vvv8cADD+DBBx/EL7/8guXLl2Pz5s146KGHQhwpEREREZF/vv3zx0iuSWlQjNVTQYXk6hR8++ePA7qPJl4Dq0ZZhKP88HG/+9m/cwdMVUpBlnyF0X086RblhbI+hX2w/8yqACKlC2nCefPhw4dj+PDhXrffuHEjsrOz8fjjjwMAOnbsiIcffhh//vOfQxUiEREREVFACn8+jc7I8apdICRJQnVUBeSqNNSdrPC7n+OH9qFX3Y0AALnd+aUgEwYlAFDeI1s98BjMdQKGqMaLTPJeq3qHbODAgTh+/DhWr14NIQROnjyJTz/9FCNGjAh3aEREREREjXLEJAe13aVYomuUvqr937357IkSAIBdbYM2Wes+LqfLkDopI3pmqRu2L/V/WiSdF9YRMl/dcMMNWLJkCe655x5YLBY4HA6MHDnyklMerVYrrNbz83GrqqoAAHa7HXZuM+63+twxh8HFvIYG8xoazGtoMK+hw9yGBvPavOx77sXpFV8iscYIVSPjIS64cCamHNn33Nsgn77m1RFrB0oAyaLx+9/EfEb5ebk6qgIOh8PjnGlwCsqOlCGnuA82rVqMax542a97hEug+Q0FSYhAdykIDkmSsGLFCowePbrJNnv27MGQIUPw1FNPYejQoSgpKcGzzz6La665Bh9++GGj18yePRtz5sxpcPyf//wnoqKighU+EREREVGjnE5g7TP7Ma7gGggIj6LMBRckSPik40+49fWuUKsDu1fxH4+g+86r8F33lej96iC/+vjhpX9h+JapOJFyGLF/N3qc036nRdTrUTiUegibur6JuP6LkJhoQY8epwOOPRzq6uowfvx4VFZWIi4uLiwxtKqCbMKECbBYLFi+fLn72HfffYfc3FwUFxcjPT29wTWNjZBlZWWhvLw8bEmPBHa7HWvXrsWtt94KrVbb/AXkFeY1NJjX0GBeQ4N5DR3mNjSYV++sWCHhPzPewojKLCTXpLiPl8eU4av44xj6lydw113nfyz3N68rJ3yK5H+lY2vn9Xh870y/Yp094BHcun0CTnQ/hHt+nuhxzlZqw0/tf4ILLrw95m5E5f0NxcjEkYwb8fpf4fE5tEQX57WqqgpGozGsBVmrmrJYV1cHjcYzZPW5UrypulKWZciy3OC4VqvlN40gYB5Dg3kNDeY1NJjX0GBeQ4e5DQ3m9dLGjQM0mqfx1ONWXBP9MYza0yi3J2OLdgL+8paMMWMav87XvKb3zYTtXy5Em5PhtAD6WN//TWRbLABAly43uPcXP2nh1NTB5IhCtdQDd/e+H+2qgeyjmXj6nreh+WxMk59LS1Kf15bwNRvWgqympgaHDh1yf1xQUIAdO3YgKSkJ7du3x8yZM1FUVITFixcDAEaOHImHHnoICxYscE9ZfPLJJ3HttdciIyMjXJ8GEREREVGzxowBRo2SsWHDFJSUAOnpQG4ugjrVr9PAK7AP+5FYY8TBLQfR++YePl3vcgrorcry9vE5SR7nnE7gq6l5uCtmA1AxCj1OXIUJY78HALSrLMJf14zFmqmfYdSoMa1y+mK4hHWVxS1btuCqq67CVVddBQCYMWMGrrrqKvzxj38EAJSUlODYsWPu9pMmTcJf/vIXvPPOO+jVqxd+/etfo2vXrsjLywtL/EREREREvlCrgZtuAu69V/kz2IVLQudEAICx2ogDO3f6fP3JA6cRa1beG8u6tr3HuQ35TlyTMhWvDdkOALjuwHW4Zdct6FPQByUxKowbB1ydMhUb8p0BfhZtS1hHyG666aYmpxoCwKJFixoce+yxx/DYY4+FMCoiIiIiotZJl6aDS3JCLdQo3nvQ5+v3b9sJ47lNoTN6ZXmcs+Xn48Vhp9HrsAEAkHk2Ey989gIAoCyuDPOHvYOXh23AB/n5wODBgX0ibUir2oeMiIiIiIiaptKoUGOoBABUFZ3y+frD+3cjqUaZqmhob/A4Vyzlo2NRLp5b+RwEPAdVjFVGzP5kDrKLclEs5fsXfBvFgoyIiIiIKILURlUDAGwVZp+vPVVwHGqhhlPlgC5F53FO2w2YvmY6AECC5HFOBRUEBKatmQZtNz8Db6Na1SqLRERERER0abYYC1AOoM73a81lFQCAakMFJLVn0ZUpbgKqmn7pTQUVUqtSAWFssg01xBEyIiIiIqJIkqBMJ1Tb9D5f6qi2AQDM0bUNznWFdys2etuOFCzIiIiIiIgiiD5DefdLtvm+0bFkUSbQOeJsDfvN9K7A87YdKViQERERERFFkKSuyiqJUZYkuJxNr2jeGK09GgCgNjV8sykhNwFyOxlCarxPIQnIWTISchN8C7iNY0FGRERERBRBOlzXEQAQV2dEyQHfVlrUWxMAANHZsQ3OSWoJOW/lKAt6SBefVBb6yHkzp8G7Z3RpLMiIiIiIiCJIRm9l/zBjlRF7t/3s9XU1py2IPrcpdHrfjEbbmMaY0PPTnpAzZY/jcjsZPT/tCdMYk59Rt10syIiIiIiIIoi+nfIOV7QtGoW793h93cEt+5BcoxRU2dd2brKdaYwJ1xVeB9zuBABs67gRPbZczWLMTyzIiIiIiIgiiCZWA4tWWfP+zJEir687uHsnjFXKCFlcx/hLtpXUEjLuaAcAcKo0OL690L9giQUZEREREVGkqY6qAACYy6u8vqb4wGFoXVq44IIuXddse+MVyohYSmUK9u3Y5lecxIKMiIiIiCjiWM7tI+ascXh9TVWRsgBIjaESKl3zZYK+gzI1MqUyBUcLd/kRJQEsyIiIiIiIIo4zTinEVBat19fYKywAgLpo70bV5HbKwh4GuwGnS4/6GCHVY0FGRERERBRhNCalENPZor2/yKyUBrYYq1fN1Xo1ag1K8WatrPUtQHJjQUZEREREFGFizy3Kobclen2NxmZQ/pLk/X0sccriIcLi2wbUdB4LMiIiIiKiCJPRNxMAEGNORs1pi1fXyLY4AIChnfejasLkAgCo7VE+Rkj1WJAREREREUWYDgNyAABJ1UYc2LKv2fZOuwvRlmQAgKlHqtf3MXRUCjGdIwEulx+BEgsyIiIiIqJIE39uymJibSIO7vq52fbHd59AfK2yB1n29Z28vk9a33QAgN6SgpMHKnwPlFiQERERERFFGl2KDk7JCbVQo3RfQbPt927bAVPVuX3FuqV5fZ+03srm0MnVKTj00y/+BdvGsSAjIiIiIoowklpCddRZAEB1yelm2x/dsx8Gu7KoR/1y9t6I66S8d5ZSmYKDe7k5tD9YkBERERERRaC6qGoA5/cXu5SzR0sAALVyNdQGtdf3kNsrxZuxxoiiE82/q0YNsSAjIiIiIopA9thz+4lZpGbbWk/XAABqoip8uofWqIVdbVOuPXXKp2tJwYKMiIiIiCgSJSqFmMZqaLapq0bZR8waY/bpFpIkoTZW2RzaUWvzMUACWJAREREREUUkQ6ayJH39/mKXorbqAACueKfP97ElnBuJs2l9vpZYkBERERERRSRj9xQAQJQlCU6HuGRb2aoUbdo07xf0qKfJ0Ch/2mN9vpZYkBERERERRaQO1yn7icXXGnFid1GT7YQADNZEAEDiFck+3yehawIAQG9LgrnG9xG2to4FGRERERFRBErvmQkAMFYbsXd705tDny2qQlydsgdZ1jXZPt8no397AECMORXHth73PdA2jgUZEREREVEEqt9PzGA34Nieppek37dlJ4zVRgBAh2s6+nwfU1dlamRKZQr2bbv0XmROJ5CfDyxdqvzp5IAaNOEOgIiIiIiIgk9tUKNOrkaUNRZnC0qabHfo591ob+kGAIhqH+XzfQwdlFUcUytSse/IjwDGNNouLw948gkbkjTvIirmMOpqOuOM41G8+ZYOYxq/pE1gQUZEREREFKFqoioRZY2F+XR1k23KD51Ae3SDWVsHTZzv5UH9SJzeoUd58dFG2+TlAfP+8Bwcv/4Lfr5gJcf0ymcw7w8zAMxrs0UZpywSEREREUUoS3QdAMBV2/TcwNrSswCAmqizft1DrVejxlAJALCerWpw3ukE3v3zc9g87jWUxHnGURrnxOZxr2HBn59rs9MXWZAREREREUUo17kCSG3RNdnGWe0AAJija/y+jzmuVrmfpeHy+vn/tWHPDX+BAKASKvQp6INbdt2CPgV9IAmlHPnlhr8g/79tc2NpTlkkIiIiIopQ2hQdsAfQ2mOabKMyKyWBM9bh932E0QWcBFR2Q4NzO9a/i5J4J3L35GL6mulIqUpxnyuLK8M7w97Bhh4bsGP9uxg85Em/Y2itOEJGRERERBSh4jsp+4vV7zPWGK0tGgCgNvk/VmPooCwGItvjIS4aJHPhMHL35GLOJ3NgqjJ5nDNWGTHnkznI3ZMLFw77ff/WjAUZEREREVGEyrymfo+wZFSW1jU4b7PYoLMlAABOqUtgs/g3bTC1bxoAQG9NQfnRWo9z/Xp1xvQ10wEAEiSPcyqoICAwbc009OvV2a97t3YsyIiIiIiIIlR2/04AAGOVCesefQM73syH06a8VzZ35nPo+NtopJzNAgBs1RxAx9/GYO7M53y+T0ZfpfBLqk7Boc17PM71TboPKVUpDYqxeiqokFqVir5J9/l830jAgoyIiIiIKELtW/QtACCxLhEHTr6IirduRnF0B/zpztH46siP+OtHS5B1riCbum4q/vrR/+GrIz/6XJTFd4oHAKRWpuLgHs/NoR2nXF714W27SMOCjIiIiIgoAv34XB6K1o2BTaVMQ9wcdweeHNQH108rwSb1Gcxu4p2u2Z/Mwcbdm32avih3UPYiS65Jxomjez3O6dKbXuHRn3aRhqssEhERERFFGKfNid2rp+LjK3Pxx/1qAMDjax4HAJTFlkF2KAVUY+90ueDC+PW/weK338WU55706n7aZC1sait0ThnVJ8s8ziXkJkBuJ8NywtL4tEVJ2Vw6ITfBt08yQnCEjIiIiIgowuyYn48vO/bA7E/mQCU8f+Q3VhsRb45v9p2umi2VXt9PkiTUxiqbQttqrJ7n1BJy3soBAAhctATjuRBy3syBpG48nkjHgoyIiIiIKMJsPJqPe9c3vbKhN9K0HXy6py3BotzPqm5wLmaYESuv+3OD43I7GT0/7QnTGFODc20FpywSEREREUUYyZzgsQGzPwZPvN2n9po0DVAIaB0NN6He9sle7Gx3FqMgAUag+9vdoUvXISE3oc2OjNVjQUZEREREFGG6d7vK72tdcMEea4VxsNGn6+K7JAA/ArItCTaLCzr9+ZG4n75cgiuKlZhSR6Yi9d5Uv+OLNJyySEREREQUYfr06eNVu4vf6XLBBQkS+i3q7/PIVeY1yvL5MXWpOL6jxOPc/orV6FfQDwCQNDjJp34jHQsyIiIiIqIIkzQoCc5UJ1xofG8vF1xwJjghZ8oex/Xt9Oj1WS+/3ulK6Zau/FmZiv3btruP19UKFMUdR06JsrBHwi0JPvcdyThlkYiIiIgowkhqCVe+eyV2370bLuHyWMjDBRckSULvD3vDOMqIig0VsJXYAn6nK6pjFAAgpTIFhw5uBXAHAGDbsl2wiu5QQQUpR4KcLl+il7aHBRkRERERUQQyjTGh16e9cPCJg7CdOL/JsyHLgJw3c9yjYIk3JQblfnI7pdDSO/Q4daLAfXzT6iXoWqS8P5Z2W1pQ7hVJWJAREREREUUo0xhTUEfBLkUlq1BjqESMOR7mM+f3MDtQ/RUGFswAwPfHGsOCjIiIiIgogklqKWijYM0xx9UixhwPl1lZLKS2RqAk9iSyT2VDSAIJgxIuSxytCRf1ICIiIiKioHAlOwEAKrsyfXHrkh1wOHsBANQ91NAma8MWW0vFgoyIiIiIiIJCn2UAAOjsCRAC2PT1/6HHceX9sYyhGeEMrcViQUZEREREREFhujIFABBlMaHypAUHav6DqwqUgixx8OWZNtnasCAjIiIiIqKgaNe/AwAgsSYVu77Zg1PRlcg8mwmhciE+Nz7M0bVMLMiIiIiIiCgoEnOUVRRTKlOw6eOlgK03AEB7lRaaWK4n2BgWZEREREREFBRye2Uxj+SaZByyLkXPY+feHxuWGc6wWjQWZEREREREFBTaZC1saisAYGsHwffHvMCCjIiIiIiIgmLFCgkVemVT6IxT/WGsMcIuOfHfk3FhjqzlYkFGREREREQBy8sDlozNg1p7AgAwbMcwAIBaswdL7v038vLCGV3LxYKMiIiIiIgC4nQCX03Nw73dx2J7VgkAoHtRdwDAZ9dswr3dx2LN1Dw4neGMsmViQUZERERERAHZkO/ENSlTMW4ccDypzOPc+i47MG4ccHXKVGzIZ0V2MRZkREREREQUEFt+Pl4cdho37s3F2E1jPc698Nkfkbs3Fy8POw1bfn54AmzBWJAREREREVFAiqV8dCzKxZxP5iDWEutxzlhtxOxP5iC7KBfFUn54AmzBWJAREREREVFAtN2A6WumAwAkSB7nVFBBQGDammnQdgtHdC0bt8smIiIiIqKAZIqbgCp1k+dVUCG1KhUQxssXVCvBETIiIiIiIgpIV/QIaru2hAUZEREREREFRJ+pD2q7toQFGRERERERBSQhNwFyOxlCEo2eF5KAnCUjITfh8gbWCrAgIyIiIiKigEhqCTlv5SgLekgXn1QW+sh5MweS+uKTxIKMiIiIiIgCZhpjQs9Pe0LOlD2Oy+1k9Py0J0xjTGGKrGXjKotERERERBQUpjEmGEcZUbGhArYSG3TpOiTkJnBk7BJYkBERERERUdBIagmJNyWGO4xWg1MWiYiIiIiIwoQFGRERERERUZiwICMiIiIiIgoTFmRERERERERhwoKMiIiIiIgoTFiQERERERERhUlYC7L169dj5MiRyMjIgCRJ+Pzzz5u9xmq14ve//z06dOgAWZaRnZ2NhQsXhj5YIiIiIiKiIAvrPmS1tbXo06cPJk+ejDFjxnh1zbhx43Dy5El8+OGHyMnJQUlJCVwuV4gjJSIiIiIiCr6wFmTDhw/H8OHDvW6/Zs0afPvttzhy5AiSkpIAANnZ2SGKjoiIiIiIKLRa1TtkK1euRP/+/TFv3jxkZmaiS5cueOaZZ2A2m8MdGhERERERkc/COkLmqyNHjuC7776DXq/HihUrUF5ejkcffRSnT5/GRx991Og1VqsVVqvV/XFVVRUAwG63w263X5a4I1F97pjD4GJeQ4N5DQ3mNTSY19BhbkODeQ0N5jU0Ls5rS8ivJIQQ4Q4CACRJwooVKzB69Ogm29x2223YsGEDSktLER8fDwDIy8vD3XffjdraWhgMhgbXzJ49G3PmzGlw/J///CeioqKCFj8REREREbUudXV1GD9+PCorKxEXFxeWGFrVCFl6ejoyMzPdxRgAdO/eHUIInDhxAldccUWDa2bOnIkZM2a4P66qqkJWVhZuu+22sCU9Etjtdqxduxa33nortFptuMOJGMxraDCvocG8hgbzGjrMbWgwr6HBvIbGxXmtnz0XTq2qILvhhhuwfPly1NTUICYmBgBw4MABqFQqtGvXrtFrZFmGLMvuj+sHBM1mM7+4A2C321FXVwez2QyHwxHucCIG8xoazGtoMK+hwbyGDnMbGsxraDCvoXFxXuvXogjnpMGwFmQ1NTU4dOiQ++OCggLs2LEDSUlJaN++PWbOnImioiIsXrwYADB+/Hi8+OKL+J//+R/MmTMH5eXlePbZZzF58uRGpys2prq6GgCQlZUV/E+IiIiIiIhanerqao9ZeJdTWN8hy8/Px80339zg+MSJE7Fo0SJMmjQJhYWFyM/Pd5/bt28fHnvsMXz//fdITk7GuHHj8NJLL3ldkLlcLhQXFyM2NhaSJAXrU2lz6qd+Hj9+nFM/g4h5DQ3mNTSY19BgXkOHuQ0N5jU0mNfQuDivQghUV1cjIyMDKlV4FqBvMYt6UOtSVVWF+Pj4sL4AGYmY19BgXkODeQ0N5jV0mNvQYF5Dg3kNjZaY11a1DxkREREREVEkYUFGREREREQUJizIyC+yLGPWrFkeK1hS4JjX0GBeQ4N5DQ3mNXSY29BgXkODeQ2NlphXvkNGREREREQUJhwhIyIiIiIiChMWZERERERERGHCgoyIiIiIiChMWJARERERERGFCQuyNmDu3LmQJAlPPvmk+5jFYsG0adOQnJyMmJgYjB07FidPnvS47tixY7j99tsRFRWFlJQUPPvss3A4HB5t5s+fj+7du8NgMKBr165YvHhxk3EsW7YMkiRh9OjRHseFEPjjH/+I9PR0GAwGDBkyBAcPHgz48w61cOe1oqIC06ZNQ3p6OmRZRpcuXbB69eoG/WRnZ0Ov12PAgAHYvHlz8BIQIuHO65tvvomuXbvCYDAgKysLTz31FCwWS4N+WlteAf9z+/jjj+Pqq6+GLMvo27dvo33v3LkTubm50Ov1yMrKwrx58xq0Wb58Obp16wa9Xo/evXs3+Hpta98LgpHX999/H7m5uUhMTERiYiKGDBnS4OuReW3Im6/Xenx2KYKVVz67QpPXSH12hSqvFosFkyZNQu/evaHRaBr8/10vPz8f/fr1gyzLyMnJwaJFixq0CUpeBUW0zZs3i+zsbHHllVeKJ554wn38kUceEVlZWWLdunViy5Yt4rrrrhPXX3+9+7zD4RC9evUSQ4YMEdu3bxerV68WRqNRzJw5093m3XffFbGxsWLZsmXi8OHDYunSpSImJkasXLmyQRwFBQUiMzNT5ObmilGjRnmcmzt3roiPjxeff/65+Pnnn8Wdd94pOnbsKMxmc9DzESzhzqvVahX9+/cXI0aMEN99950oKCgQ+fn5YseOHe42y5YtEzqdTixcuFD88ssv4qGHHhIJCQni5MmToU1OAMKd1yVLlghZlsWSJUtEQUGB+M9//iPS09PFU0895W7TGvMqhP+5FUKIxx57TLzzzjtiwoQJok+fPg36rqysFKmpqeK+++4Tu3fvFkuXLhUGg0G899577jbff/+9UKvVYt68eWLPnj3iD3/4g9BqtWLXrl3uNm3pe4EQwcnr+PHjxfz588X27dvF3r17xaRJk0R8fLw4ceKEuw3z6smbvNbjs+u8YOSVz67Q5DVSn12hzGtNTY145JFHxN///ncxdOjQBv9/CyHEkSNHRFRUlJgxY4bYs2eP+Nvf/ibUarVYs2aNu02w8sqCLIJVV1eLK664Qqxdu1YMGjTI/cVcUVEhtFqtWL58ubvt3r17BQCxceNGIYQQq1evFiqVSpSWlrrbLFiwQMTFxQmr1SqEEGLgwIHimWee8bjnjBkzxA033OBxzOFwiOuvv1588MEHYuLEiR5f9C6XS6SlpYnXXnvNfayiokLIsiyWLl0alDwEW0vI64IFC0SnTp2EzWZrMs5rr71WTJs2zf2x0+kUGRkZ4tVXX/X/kw+hlpDXadOmiVtuueWSbVpbXoUILLcXmjVrVqMPtnfffVckJia6cy2EEM8//7zo2rWr++Nx48aJ22+/3eO6AQMGiIcfflgI0fa+F1wokLxezOFwiNjYWPGPf/xDCMG8BpJXPruCn1c+u0KT10h8doU6rxe6+P/ves8995zo2bOnx7F77rlHDB061P1xsPLKKYsRbNq0abj99tsxZMgQj+Nbt26F3W73ON6tWze0b98eGzduBABs3LgRvXv3RmpqqrvN0KFDUVVVhV9++QUAYLVaodfrPfo2GAzYvHkz7Ha7+9if/vQnpKSk4MEHH2wQY0FBAUpLSz1iiY+Px4ABA9yxtDQtIa8rV67EwIEDMW3aNKSmpqJXr1545ZVX4HQ6AQA2mw1bt271iEWlUmHIkCHM6wUuzuv111+PrVu3uqcbHDlyBKtXr8aIESMAtM68AoHl1hsbN27Er371K+h0OvexoUOHYv/+/Th79qy7zcX3Hzp0qPs+be17gTe8yevF6urqYLfbkZSUBIB5bYy3eeWzK/h55bMrNHmNxGdXqPPqjeaeW8HMqybwcKklWrZsGbZt24affvqpwbnS0lLodDokJCR4HE9NTUVpaam7zYU/3Nafrz8HKF+UH3zwAUaPHo1+/fph69at+OCDD2C321FeXo709HR89913+PDDD7Fjx45G46zvq7F71Z9rSVpKXo8cOYJvvvkG9913H1avXo1Dhw7h0Ucfhd1ux6xZs1BeXg6n09novfbt2xesdARNS8nr+PHjUV5ejhtvvBFCCDgcDjzyyCP43e9+BwCtLq9A4Ln1RmlpKTp27Nigj/pziYmJTf4bXfhveOF1/sZyubSUvF7s+eefR0ZGhvsHBOa1IW/yymdXaPLKZ1do8hppz67LkVdvNPXcqqqqgtlsxtmzZ4OWVxZkEej48eN44oknsHbt2gYjAsH0wgsvoLS0FNdddx2EEEhNTcXEiRMxb948qFQqVFdXY8KECXj//fdhNBpDFsfl0lLyCgAulwspKSn4+9//DrVajauvvhpFRUV47bXXMGvWrJDFFgotKa/5+fl45ZVX8O6772LAgAE4dOgQnnjiCbz44ot44YUXQhZbqFyu3LY1LTWvc+fOxbJly5Cfn9+i4vJWS8krn12hw2dXaETSs6sl5fVy4pTFCLR161aUlZWhX79+0Gg00Gg0+Pbbb/H2229Do9EgNTUVNpsNFRUVHtedPHkSaWlpAIC0tLQGK9bUf1zfxmAwYOHChairq0NhYSGOHTuG7OxsxMbGwmQy4fDhwygsLMTIkSPdcSxevBgrV66ERqPB4cOH3X01dq/6cy1FS8krAKSnp6NLly5Qq9Xufrp3747S0lLYbDYYjUao1WrmFb7l9YUXXsCECRMwZcoU9O7dG3fddRdeeeUVvPrqq3C5XK0qr0BwcusNb/LfVJsLz194nb+xXA4tKa/1Xn/9dcydOxdff/01rrzySo8+LrzO31guh5aSVz67FKH4euWzKzR5jaRn1+XKqzeayn1cXBwMBkNQ88qCLAINHjwYu3btwo4dO9z/9e/fH/fdd5/771qtFuvWrXNfs3//fhw7dgwDBw4EAAwcOBC7du1CWVmZu83atWsRFxeHHj16eNxPq9WiXbt2UKvVWLZsGe644w6oVCp069atQRx33nknbr75ZuzYsQNZWVno2LEj0tLSPGKpqqrCpk2b3LG0FC0lrwBwww034NChQ3C5XO72Bw4cQHp6OnQ6HXQ6Ha6++mqPWFwuF9atW8e8XiKvdXV17r/Xq//BQQjRqvIKBCe33hg4cCDWr1/v8e7o2rVr0bVrV/e0uoEDB3rcp75N/X3a2vcCb3iTVwCYN28eXnzxRaxZswb9+/f36IN5bai5vPLZFbqvVz67QpPXSHp2Xa68eqO551ZQ8+rTEiDUal24Qo0QypKh7du3F998843YsmWLGDhwoBg4cKD7fP0y4rfddpvYsWOHWLNmjTCZTB7LiO/fv198/PHH4sCBA2LTpk3innvuEUlJSaKgoKDJOBpbyWbu3LkiISFB/Pvf/xY7d+4Uo0aNavFLB9cLV16PHTsmYmNjxfTp08X+/fvFqlWrREpKinjppZfcbZYtWyZkWRaLFi0Se/bsEVOnThUJCQkeKxG2VOHK66xZs0RsbKxYunSpOHLkiPj6669F586dxbhx49xtWnNehfA9t0IIcfDgQbF9+3bx8MMPiy5duojt27eL7du3u1f9qqioEKmpqWLChAli9+7dYtmyZSIqKqrBsvcajUa8/vrrYu/evWLWrFmNLnvfVr4XCBGcvM6dO1fodDrx6aefipKSEvd/1dXVHm2YV9/yerG2/uwSIjh55bMrNHmN9GdXKPIqhBC//PKL2L59uxg5cqS46aab3G3q1S97/+yzz4q9e/eK+fPnN7rsfTDyyoKsjbj4i9lsNotHH31UJCYmiqioKHHXXXeJkpISj2sKCwvF8OHDhcFgEEajUTz99NPCbre7z+/Zs0f07dtXGAwGERcXJ0aNGiX27dt3yTgae6i5XC7xwgsviNTUVCHLshg8eLDYv39/wJ/z5RDOvP7www9iwIABQpZl0alTJ/Hyyy8Lh8Ph0eZvf/ubaN++vdDpdOLaa68VP/74Y3ATECLhyqvdbhezZ88WnTt3Fnq9XmRlZYlHH31UnD171qNda82rEP7ldtCgQQJAg/8uLGZ//vlnceONNwpZlkVmZqaYO3dug3t/8sknokuXLkKn04mePXuKL7/80uN8W/teEIy8dujQodE+Zs2a5W7DvPr39XohPruCl1c+u4Kf10h/doUqr019/7zQf//7X9G3b1+h0+lEp06dxEcffdQgvmDkVRJCCN/G1IiIiIiIiCgY+A4ZERERERFRmLAgIyIiIiIiChMWZERERERERGHCgoyIiIiIiChMWJARERERERGFCQsyIiIiIiKiMGFBRkREREREFCYsyIiIiIiIiMKEBRkREbUKN910E5588skGxxctWoSEhAQAQHZ2NiRJavK/SZMmAYD74x9//NGjL6vViuTkZEiShPz8/NB+QkRERAA04Q6AiIgoWH766Sc4nU4AwA8//ICxY8di//79iIuLAwAYDAZ326ysLHz00Ue47rrr3MdWrFiBmJgYnDlz5vIGTkREbRZHyIiIKGKYTCakpaUhLS0NSUlJAICUlBT3sfj4eHfbiRMnYtmyZTCbze5jCxcuxMSJEy95j1OnTiEtLQ2vvPKK+9gPP/wAnU6HdevWBfkzIiKiSMeCjIiI2qSrr74a2dnZ+OyzzwAAx44dw/r16zFhwoRLXmcymbBw4ULMnj0bW7ZsQXV1NSZMmIDp06dj8ODBlyN0IiKKICzIiIiozZo8eTIWLlwIQHkXbcSIETCZTM1eN2LECDz00EO477778MgjjyA6OhqvvvpqqMMlIqIIxIKMiIjarPvvvx8bN27EkSNHsGjRIkyePNnra19//XU4HA4sX74cS5YsgSzLIYyUiIgiFQsyIiJqFeLi4lBZWdngeEVFhce7Yb5ITk7GHXfcgQcffBAWiwXDhw/3+trDhw+juLgYLpcLhYWFft2fiIiIBRkREbUKXbt2xbZt2xoc37ZtG7p06eJ3v5MnT0Z+fj4eeOABqNVqr66x2Wy4//77cc899+DFF1/ElClTUFZW5ncMRETUdnHZeyIiahV+85vf4J133sHjjz+OKVOmQJZlfPnll1i6dCm++OILv/sdNmwYTp065V4a3xu///3vUVlZibfffhsxMTFYvXo1Jk+ejFWrVvkdBxERtU0cISMiolahU6dOWL9+Pfbt24chQ4ZgwIAB+OSTT7B8+XIMGzbM734lSYLRaIROp/OqfX5+Pt588018/PHHiIuLg0qlwscff4wNGzZgwYIFfsdBRERtkySEEOEOgoiIiIiIqC3iCBkREREREVGYsCAjIiIiIiIKExZkREREREREYcKCjIiIiIiIKExYkBEREREREYUJCzIiIiIiIqIwYUFGREREREQUJizIiIiIiIiIwoQFGRERERERUZiwICMiIiIiIgoTFmRERERERERhwoKMiIiIiIgoTP4fzgUw4e6id7YAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['20layers'], marker='o', linestyle='-', color='b',label=\"20 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['15layers'], marker='o', linestyle='-', color='r',label=\"15 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['10layers'], marker='o', linestyle='-', color='g',label=\"10 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['5layers'], marker='o', linestyle='-', color='m',label=\"5 layers\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "12dd1967", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['20layers', '15layers', '10layers', '5layers']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "b762ef5e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['20layers'], marker='o', linestyle='-', color='b', label=\"20 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['15layers'], marker='o', linestyle='-', color='r', label=\"15 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['10layers'], marker='o', linestyle='-', color='g', label=\"10 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['5layers'], marker='o', linestyle='-', color='m', label=\"5 layers\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "b928a4c8", + "metadata": {}, + "outputs": [], + "source": [ + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "grid_resolutions = ['20layers', '15layers', '10layers', '5layers']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_velocity[grid_resolutions[i + 1]]\n", + " coarse = center_line_velocity[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_waterlevel[grid_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "add74922", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "# Plot GCI for velocity\n", + "plt.plot(centerline_points.x, gci_velocity_results['20layers-15layers'], marker='o', linestyle='-', color='b', label='GCI Velocity (20layers-15layers)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['15layers-10layers'], marker='o', linestyle='-', color='r', label='GCI Velocity (15layers-10layers)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['10layers-5layers'], marker='o', linestyle='-', color='g', label='GCI Velocity (10layers-5layers)')\n", + "\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Velocity')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a18e4906", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['20layers-15layers'], marker='o', linestyle='-', color='b', label='GCI Water Level (20layers-15layers)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['15layers-10layers'], marker='o', linestyle='-', color='r', label='GCI Water Level (15layers-10layers)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['10layers-5layers'], marker='o', linestyle='-', color='g', label='GCI Water Level (10layers-5layers)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0ea7a1d4", + "metadata": {}, + "source": [ + "# Time Convergence \n", + "\n", + "The time convergence looks at the Courant-Friedrichs-Lewy number (CFL) to ensure that th model has ran long enough. THe CFL numder is a measure of the time step to grid size. CFL number 0.35, 0.7, 1.4, and 2.8 ar tested for confergence. \n", + "\n", + "$CFL= \\frac{u\\Delta t}{\\Delta x}$" + ] + }, + { + "cell_type": "markdown", + "id": "8e13370a", + "metadata": {}, + "source": [ + "## Import Data" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "2e42c2f8", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_CFL_035_raw = netCDF4.Dataset(\"data/river/d3d/convergence/time/FlowFM_CFL0.35_map.nc\")\n", + "dataset_CFL_07_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL_0.7_map.nc')\n", + "dataset_CFL_14_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL1.4_map.nc')\n", + "dataset_CFL_28_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL2.8_map.nc')" + ] + }, + { + "cell_type": "markdown", + "id": "76eca344", + "metadata": {}, + "source": [ + "## Depth Averaged Velocity " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "66b1d8a9", + "metadata": {}, + "outputs": [], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_035time =d3d.get_all_data_points(dataset_CFL_035_raw, variable)\n", + "dataset_07time =d3d.get_all_data_points(dataset_CFL_07_raw, variable)\n", + "dataset_14time =d3d.get_all_data_points(dataset_CFL_14_raw, variable)\n", + "dataset_28time =d3d.get_all_data_points(dataset_CFL_28_raw, variable)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8f1cca05", + "metadata": {}, + "outputs": [], + "source": [ + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in CFL_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "04b0d0e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['035time'], marker='o', linestyle='-', color='b',label=\"0.35 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['07time'], marker='o', linestyle='-', color='r',label=\"0.7 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['14time'], marker='o', linestyle='-', color='g',label=\"1.4 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['28time'], marker='o', linestyle='-', color='m',label=\"2.8 CFL\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "d6db00d5", + "metadata": {}, + "outputs": [], + "source": [ + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in CFL_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "397888a7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['035time'], marker='o', linestyle='-', color='b', label=\"0.35 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['07time'], marker='o', linestyle='-', color='r', label=\"0.7 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['14time'], marker='o', linestyle='-', color='g', label=\"1.4 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['28time'], marker='o', linestyle='-', color='m', label=\"2.8 CFL\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "#plt.xlim( centerline_points.x.min()+50, centerline_points.x.max()-50)\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "68173480", + "metadata": {}, + "outputs": [], + "source": [ + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(CFL_resolutions) - 1):\n", + " fine = center_line_velocity[CFL_resolutions[i + 1]]\n", + " coarse = center_line_velocity[CFL_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{CFL_resolutions[i]}-{CFL_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(CFL_resolutions) - 1):\n", + " fine = center_line_waterlevel[CFL_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[CFL_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{CFL_resolutions[i]}-{CFL_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "bf7adaff", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for velocity\n", + "plt.plot(centerline_points.x, gci_velocity_results['035time-07time'], marker='o', linestyle='-', color='b', label='GCI Velocity (0.35 CFL - 0.7 CFL)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['07time-14time'], marker='o', linestyle='-', color='r', label='GCI Velocity (0.7 CFL - 1.4 CFL)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['14time-28time'], marker='o', linestyle='-', color='g', label='GCI Velocity (1.4 CFL - 2.8 CFL)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "b3408f3a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['035time-07time'], marker='o', linestyle='-', color='b', label='GCI Water Level (0.35 CFL - 0.7 CFL)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['07time-14time'], marker='o', linestyle='-', color='r', label='GCI Water Level (0.7 CFL - 1.4 CFL)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['14time-28time'], marker='o', linestyle='-', color='g', label='GCI Water Level (1.4 CFL - 2.8 CFL)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "97b43b07", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "40283455", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python_310", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index 7295d7e1..847795a8 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -35,8 +35,8 @@ def get_all_time(data: netCDF4.Dataset) -> NDArray: simulation conditions at that time. """ - if not isinstance(data, netCDF4.Dataset): - raise TypeError("data must be a NetCDF4 object") + if not isinstance(data, (netCDF4.Dataset, xr.Dataset)): + raise TypeError("data must be a NetCDF4 object or xarray Dataset") seconds_run = np.ma.getdata(data.variables["time"][:], False) @@ -244,6 +244,10 @@ def get_layer_data( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -253,7 +257,7 @@ def get_layer_data( data.variables["mesh2d_waterdepth"][time_index, :], False ) waterlevel = np.ma.getdata(data.variables["mesh2d_s1"][time_index, :], False) - coords = str(data.variables["waterdepth"].coordinates).split() + coords = str(data.variables["mesh2d_waterdepth"].coordinates).split() elif str(data.variables[variable].coordinates) == "FlowElem_xcc FlowElem_ycc": cords_to_layers = { @@ -637,6 +641,10 @@ def get_all_data_points( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -886,3 +894,33 @@ def list_variables(data: Union[netCDF4.Dataset, xr.Dataset, xr.DataArray]) -> Li "data must be a NetCDF4 Dataset, xarray Dataset, or " f"xarray DataArray. Got: {type(data)}" ) + + +def calculate_grid_convergence_index( + fine_grid, coarse_grid, refinement_ratio, factor_of_safety=1.25, order=2 +): + """ + Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html + + Parameters + ---------- + fine_grid: numpy.ndarray + Results from the finer grid. + coarse_grid: numpy.ndarray + Results from the coarser grid. + refinement_ratio: float + Refinement ratio between the grids. + order: int + Order of accuracy (default is 2). + + Returns + ------- + gci: float + Grid Convergence Index (GCI). + """ + # Calculate the approximate relative error + error = np.abs((fine_grid - coarse_grid) / fine_grid) + + # Calculate the GCI + gci = (factor_of_safety * error) / (refinement_ratio**order - 1) + return gci