{ "cells": [ { "cell_type": "code", "execution_count": 159, "id": "01bc9bf9", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import netCDF4 as nc\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs" ] }, { "cell_type": "code", "execution_count": 168, "id": "9f9c3031", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/2111778347.py:10: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " landmask = nc.Dataset(path_to_landmask)['sftlf'][:]\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/2111778347.py:10: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " landmask = nc.Dataset(path_to_landmask)['sftlf'][:]\n" ] } ], "source": [ "path_to_data = './ts_Amon_CESM2_piControl_r1i1p1f1_gn_110001-120012.nc'\n", "TS_data = nc.Dataset(path_to_data)['ts']\n", "lon = nc.Dataset(path_to_data)['lon']\n", "lat = nc.Dataset(path_to_data)['lat']\n", "\n", "path_to_areacella = './areacella_fx_CESM2_piControl_r1i1p1f1_gn.nc'\n", "areacella = nc.Dataset(path_to_areacella)['areacella']\n", "\n", "path_to_landmask = './sftlf_fx_CESM2_piControl_r1i1p1f1_gn.nc'\n", "landmask = nc.Dataset(path_to_landmask)['sftlf'][:]" ] }, { "cell_type": "markdown", "id": "667a5812", "metadata": {}, "source": [ "### Making a timeseries" ] }, { "cell_type": "code", "execution_count": 169, "id": "fe1a6165", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1212, 192, 288)\n", "(288,)\n", "(192,)\n" ] } ], "source": [ "print(np.shape(TS_data)), print(np.shape(lon)), print(np.shape(lat));" ] }, { "cell_type": "markdown", "id": "da03791c", "metadata": {}, "source": [ "The shape of TS is (time, lat, lon)." ] }, { "cell_type": "markdown", "id": "493a5b0a", "metadata": {}, "source": [ "#### Make a timeseries of the surface temperature at 10N, 30 E" ] }, { "cell_type": "code", "execution_count": 170, "id": "cd13b886", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "24\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/4254950825.py:1: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " ind_lon = np.where(lon[:] >= 30)[0][0] # find where lon is about 30\n" ] } ], "source": [ "ind_lon = np.where(lon[:] >= 30)[0][0] # find where lon is about 30\n", "print(ind_lon)" ] }, { "cell_type": "code", "execution_count": 171, "id": "cc2da47d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "107\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1138074984.py:1: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " ind_lat = np.where(lat[:] >= 10)[0][0] # find where lon is about 30\n" ] } ], "source": [ "ind_lat = np.where(lat[:] >= 10)[0][0] # find where lon is about 30\n", "print(ind_lat)" ] }, { "cell_type": "code", "execution_count": 166, "id": "b7261c03", "metadata": {}, "outputs": [], "source": [ "## define time axis\n", "time = np.linspace(0, len(TS_data)/12, len(TS_data))" ] }, { "cell_type": "code", "execution_count": 167, "id": "6de63908", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/291866005.py:2: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " plt.plot(time,TS_data[:, ind_lat, ind_lon])\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/291866005.py:2: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " plt.plot(time,TS_data[:, ind_lat, ind_lon])\n" ] }, { "data": { "text/plain": [ "(0.0, 20.0)" ] }, "execution_count": 167, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(dpi=120)\n", "plt.plot(time,TS_data[:, ind_lat, ind_lon])\n", "plt.ylabel('Surface Temperature (K)')\n", "plt.xlabel('Time (years)')\n", "plt.xlim(0,20)" ] }, { "cell_type": "markdown", "id": "d621a1c4", "metadata": {}, "source": [ "### Spatial Averaging" ] }, { "cell_type": "markdown", "id": "87b6992f", "metadata": {}, "source": [ "#### Plot GMST vs. time" ] }, { "cell_type": "code", "execution_count": 172, "id": "184c3e9f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1663578103.py:1: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " GMST = np.sum(np.sum(TS_data[:]*areacella[:], axis = -1), axis=-1)/np.sum(areacella)\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1663578103.py:1: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " GMST = np.sum(np.sum(TS_data[:]*areacella[:], axis = -1), axis=-1)/np.sum(areacella)\n", "/opt/anaconda3/lib/python3.8/site-packages/numpy/core/fromnumeric.py:86: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " return ufunc.reduce(obj, axis, dtype, out, **passkwargs)\n" ] } ], "source": [ "GMST = np.sum(np.sum(TS_data[:]*areacella[:], axis = -1), axis=-1)/np.sum(areacella)" ] }, { "cell_type": "code", "execution_count": 173, "id": "e21d5885", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/4129412466.py:3: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " plt.plot(time, np.mean(np.mean(TS_data[:], axis=-1),axis=-1), label = 'Mean')\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/4129412466.py:3: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " plt.plot(time, np.mean(np.mean(TS_data[:], axis=-1),axis=-1), label = 'Mean')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 173, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(dpi=120)\n", "plt.plot(time,GMST, label = 'Weighted Mean')\n", "plt.plot(time, np.mean(np.mean(TS_data[:], axis=-1),axis=-1), label = 'Mean')\n", "plt.ylabel('GMST (K)')\n", "plt.xlabel('Time (years)')\n", "plt.xlim(0,20)\n", "plt.legend()" ] }, { "cell_type": "markdown", "id": "67bb97d7", "metadata": {}, "source": [ "#### Why is there a seasonal cycle in GMST?" ] }, { "cell_type": "markdown", "id": "d7927b39", "metadata": {}, "source": [ "### Calculating Composites\n", "\n", "Composites are useful when analyzing specific events, say El Nino.\n", "\n", "In this example, we will make composites of Northern Hemisphere winter (DJF) and calculate the composite mean." ] }, { "cell_type": "code", "execution_count": 98, "id": "40ddc730", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1348186074.py:1: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " DJF_TS_data = [np.mean(TS_data[i*12-1:i*12+3],axis=0) for i in range(1,int(len(TS_data)/12))]\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1348186074.py:1: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " DJF_TS_data = [np.mean(TS_data[i*12-1:i*12+3],axis=0) for i in range(1,int(len(TS_data)/12))]\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1348186074.py:2: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " JJA_TS_data = [np.mean(TS_data[i*12+5:i*12+8],axis=0) for i in range(1,int(len(TS_data)/12))]\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1348186074.py:2: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " JJA_TS_data = [np.mean(TS_data[i*12+5:i*12+8],axis=0) for i in range(1,int(len(TS_data)/12))]\n" ] } ], "source": [ "DJF_TS_data = [np.mean(TS_data[i*12-1:i*12+3],axis=0) for i in range(1,int(len(TS_data)/12))]\n", "JJA_TS_data = [np.mean(TS_data[i*12+5:i*12+8],axis=0) for i in range(1,int(len(TS_data)/12))]" ] }, { "cell_type": "code", "execution_count": 103, "id": "7524cd84", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5))\n", "plt.imshow(DJF_TS_data[0], vmin=240,vmax=320,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"DJF Year 1 (K)\")\n", "plt.xlabel(\"Longitude\")\n", "plt.ylabel(\"Latitude\")\n", "plt.title(\"DJF Surface Temperature Year 1\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 104, "id": "7ebe165d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5))\n", "plt.imshow(JJA_TS_data[0], vmin=240,vmax=320,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"JJA Year 1 (K)\")\n", "plt.xlabel(\"Longitude\")\n", "plt.ylabel(\"Latitude\")\n", "plt.title(\"JJA Surface Temperature Year 1\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 124, "id": "bd4854d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'DJF - JJA Composite Mean (K)')" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "## composite means\n", "comp_mean_DJF_TS = np.mean(DJF_TS_data, axis=0)\n", "comp_mean_JJA_TS = np.mean(JJA_TS_data, axis=0)\n", "\n", "fig, ax = plt.subplots(1,3,figsize=(20,10), tight_layout=True)\n", "\n", "c= ax[0].imshow(comp_mean_DJF_TS, vmin=240,vmax=320,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(c, label=\"DJF Mean(K)\", ax=ax[0], shrink=0.3)\n", "ax[0].set_xlabel(\"Longitude\")\n", "ax[0].set_ylabel(\"Latitude\")\n", "ax[0].set_title('DJF Composite Mean (K)')\n", "\n", "c= ax[1].imshow(comp_mean_JJA_TS, vmin=240,vmax=320,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(c, label=\"JJA Mean (K)\", ax=ax[1],shrink=0.3)\n", "ax[1].set_xlabel(\"Longitude\")\n", "ax[1].set_ylabel(\"Latitude\")\n", "ax[1].set_title('JJA Composite Mean (K)')\n", "\n", "c= ax[2].imshow(comp_mean_DJF_TS-comp_mean_JJA_TS, vmin=-50,vmax=50,cmap=\"bwr\", origin=\"lower\")\n", "plt.colorbar(c, label=\"DJF-JJA Mean (K)\", ax=ax[2],shrink=0.3)\n", "ax[2].set_xlabel(\"Longitude\")\n", "ax[2].set_ylabel(\"Latitude\")\n", "ax[2].set_title('DJF - JJA Composite Mean (K)')" ] }, { "cell_type": "markdown", "id": "3e63e178", "metadata": {}, "source": [ "### Performing PCA\n", "\n", "PCA requires making a covariance matrix, which is often slow for big datasets. Instead we will do SVD (Singular Value Decomposition)." ] }, { "cell_type": "markdown", "id": "b096590a", "metadata": {}, "source": [ "#### Step one: remove the local time mean from the data and only take SST (where landmask=0)" ] }, { "cell_type": "code", "execution_count": 174, "id": "68852b75", "metadata": {}, "outputs": [], "source": [ "oceanmask = landmask*0\n", "oceanmask[landmask==0] = 1" ] }, { "cell_type": "code", "execution_count": 175, "id": "bc7706dd", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/546942698.py:3: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " TS_mean = np.mean(TS_data[:]*oceanmask, axis=0) # take mean over time axis\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/546942698.py:3: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " TS_mean = np.mean(TS_data[:]*oceanmask, axis=0) # take mean over time axis\n" ] } ], "source": [ "## calculate time mean at each lat-lon point\n", "\n", "TS_mean = np.mean(TS_data[:]*oceanmask, axis=0) # take mean over time axis " ] }, { "cell_type": "code", "execution_count": 176, "id": "ed798286", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1204597202.py:1: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " TS_anom = TS_data[:]*oceanmask-TS_mean # this is now the anomaly from the mean\n", "/var/folders/6q/ky9jkn4s6x5d2s_yvl865vpr0000gn/T/ipykernel_92110/1204597202.py:1: UserWarning: WARNING: missing_value not used since it\n", "cannot be safely cast to variable data type\n", " TS_anom = TS_data[:]*oceanmask-TS_mean # this is now the anomaly from the mean\n" ] } ], "source": [ "TS_anom = TS_data[:]*oceanmask-TS_mean # this is now the anomaly from the mean" ] }, { "cell_type": "code", "execution_count": 177, "id": "b66f83db", "metadata": {}, "outputs": [], "source": [ "TS_anom_2d = np.reshape(TS_anom,(1212,192*288)) " ] }, { "cell_type": "code", "execution_count": 178, "id": "c2159bb7", "metadata": {}, "outputs": [], "source": [ "U, S, Vt = np.linalg.svd(TS_anom_2d, full_matrices=False)" ] }, { "cell_type": "code", "execution_count": 179, "id": "38fc81ee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1212, 1212) (1212,) (1212, 55296)\n" ] } ], "source": [ "print(np.shape(U), np.shape(S), np.shape(Vt))" ] }, { "cell_type": "code", "execution_count": 180, "id": "55ed1159", "metadata": {}, "outputs": [], "source": [ "eigenvalues = S**2 # Convert singular values to eigenvalues\n", "eigenvectors = Vt.T # Principal components" ] }, { "cell_type": "code", "execution_count": 181, "id": "456947df", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0001, 2)" ] }, "execution_count": 181, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(dpi=120)\n", "plt.plot(eigenvalues/sum(eigenvalues),'k.')\n", "plt.ylabel('Fraction of Variance Explained by Each PC')\n", "plt.xlabel('PC')\n", "\n", "plt.xlim(-1,40)\n", "plt.yscale('log')\n", "plt.ylim(1e-4,2)" ] }, { "cell_type": "code", "execution_count": 182, "id": "bcf6c84d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Extract PC1 time series (scaled)\n", "pc1_time_series = U[:, 0] * S[0] # PC1 time series \n", "\n", "# Get PC1 spatial pattern \n", "pc1_spatial_pattern = eigenvectors[:,0].reshape(len(lat),len(lon)) # put back in lat-lon shape\n", "\n", "# Scale PC1 anomalies back to temperature-like values (time, lat, lon)\n", "pc1_anomalies = pc1_time_series[:, np.newaxis, np.newaxis] * pc1_spatial_pattern\n", "\n", "# Visualize an example frame \n", "plt.figure(figsize=(8, 5))\n", "plt.imshow(pc1_anomalies[0], vmin=-10,vmax=10,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"Temperature Anomaly (K or °C)\")\n", "plt.xlabel(\"Longitude Index\")\n", "plt.ylabel(\"Latitude Index\")\n", "plt.title(\"PC1 Temperature Anomaly for First Time Step\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 183, "id": "e47950e3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 5.0)" ] }, "execution_count": 183, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "time = np.linspace(0, len(pc1_time_series)/12, len(pc1_time_series))\n", "plt.figure(dpi=120)\n", "plt.plot(time,pc1_time_series)\n", "plt.xlim(0,5)" ] }, { "cell_type": "code", "execution_count": 184, "id": "1766e07d", "metadata": {}, "outputs": [ { "data": { "image/png": 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33+UOSdjZmu0/iRu0flpVf6TlvC/BLVTzYlV917Y3ZArsc8KWYkCuknRF8nbH6vvC/W3Sd9P+WWyv203M2z2bnej53UDcwoSBK78mKhF8ibQDwi7vt3X1t1RIvPL8t0rgpbbPSuJhe1oGkrFEPqNUv1VHwV3FWJPTLgzw0z5TkWYti1q0N49GDUNj2wTWppiV5XpdITlbzY+rteWy/HW2QuYnbm5ue9v9ZPegUcSlQ25p8+M2pUtlcrmxhiQj9zuUso2AzcYXT9hG3G8JJ6dm+z3Vp8L227CzZV3/C/DZuBX/3ikiv6WqH6yctwT8P7hVCq8b9jlhZwgJ1xRSrDqjR01Kdh2yriavkXATWTcM6s2Evp2SefX6rXVaFTN1WFZIoNVrhIZj2fnV7eIa23A8qp+vFjKyFtWS+rskaVcJvEbwDffapkqneQI2kcTHvUff5lmIvGQnbCOaKc7ZKexl6bgNbSphjxrJChvHbufK/E1TVxHbEac+9MdFWfk4lBFzRtY5UYcE7o+lKViLqoJ15Zx78Sdt+Vv3uHjkbjhSXlL81LkPEF98zNXv+7IdOQ25GCQbNzGCakbeFeJ2pG2BYCwVoWHqvG3YIRv2S4CPqurHXB3yy8AX4ZbhDfGDuCVW/8V2N2AW7HvCVhPlJO07t4067mBA5FVbqZaI3RN2mcQbib6EOqHXrmnowNshIYflCrrlCULTdZ6QQ8ITFFGb/Q+PN5wbHC+V1ULqzWSeXZ8Re5NqvU2lLiHBh8egNGiXCL2BzJtU8dU62jE+dK+JyEskPsVkYCYCnYXcd4qYd5DwWyW+4DvfOHIrVxZmkFqnhKhFN9dzCVlP38Hjt75w2+vZLpw79Ww49ezSvlsefDtcOOsIO4pywpZs8qFRVBB3/hqjYoLtSX6HsQM27FuBh4PtR6isTS4iHwfcrqr/R0QOCHvLEHGqKzFYE+UkrBKVpGjrtwnV3xUCb1Kd+23KKvMqsft91eN5XbOoz3EEVrX3jitPHY3Wzw/bqe3H29onkhG0uBoMFqN1L9WOHVTIuUri5W3RkPytO5rtw//Gol4Cb5XGG1TqkxzZ8vObzmsgc1/FtGTur28wGTgnnTGTp6heTzOi6W3m1xrbv02D8DWpUGdxJM3HAIPGXZaP3JEfSk1n623IENmEmz7yZkhTsKn7H3e49LzPKeqR/TesXrzteZhbn1Pa58eHTrLJofveCXGMmk7W7y2Sgna6wdha1lxuO7YmYZ8QkdDe/BpVfc3UVYoY4MeAV8xa8U5g//WsACqGtNNHMaiJSKNutl8K0gasmDIhN0jGfn9bPYXUZrLrJSc6T5iK5MTofpu8TFsp26DEMiKqhGlYDGCIpLx2fZVUUyKsGnfvjuLdeUH9bfdUPad0fkiCGVFHkjJv1l37JKqRUWLccxfNCF3qUnpI5iGReyk6PE80Uw366wNJvEzwDRJ2E4mHj2Cs9F2RzidJ5g3l5ptNk6BJkvkEQi+dOiW5T4rHnVjPdqggrzEEstF5tEISOVmIYTh3mNR0sCZmFPWupeUlzA+vcuiJv8E+8RiaJJi77iE5dBI1EZvxwrbVcz0wjPqtx1QM2u1navHsOZsYjdwYq1HHCUsSGsv2DC6o6ovGHH8UuD3Yvi3b57EEPAf4U3F972bgt0TkC6+H49m+J+xhdxEV4z5O4z7O1MRYIhRBUCyGmFGhSt3KLFAKclQkI0spEaYNCFq1TuKeVE3WrTsmoivDUjU28662wYAfSYohRTEk6l5ZSkyiUaktvl6AtIGUw3ZV99nKcf/pRaLEJiGWlJ5sNkqONnf0M6iaMknn9uhsnzSpyz1ha6sUjmohcbuGllTpmpNrgySe32jFPu4aWRyjQtTBY2q0l4d1VEPQ2iTzMdqWRql8HCZI+ZAR+9gTGjy3t8Obe8I3NtE3pKTxanAsFSHtzrnJtE0x6Si/Zr13ZFuJGhxZL116AP3IB7GDIfGJE2ycvIvlxdPbWs9ewdxoNf8dpUO0P4ekhYOaRhEad3NNho3ijLR3Ui0uO2HDfidwj4jchSPqrwS+yh9U1SvAibwFIn8KfMeBl/gWkJqY1d5xUiIS7bBpewjK5rCbE5cniBPdSzWpdRzaJFpLRJoRpNs2GeEJVqUg6owEQ4KsSq/Qy1XOhkKiDdttRFmINujKAEW4mi4VbVTyusI6Ui1PFIC8LeG1xb36tlefgSfuLiumz5mFJ1w7xxCLFQNiMF4Szm+4zBxViTr87e3kIYlv1S5ePq+YPGh+rCD6Krk2xpk3SbWV88re8hXJfJxUvpW0rw3j10z53pvqbGuHb86sg/KUZJz/NlEpokNFSpNtNRFWYq4snkZFmB9eZX7tfFZg0T+2E4cffR/pffc6O7W1XHrB5zKI57e9nr0Ao5bDj38wN7t4LYt623b2rmzcRaMONopJ4z5J1MXucJz0dhO2qiYi8q3Am3ADxGtV9QMi8irgXar6W9ta4TViXxP2SDs8NjjJZtJhYxiTKqRWSFIhjpRupPQ6KUaUYx3DLBEBicZs2DkshsSagoTVkKona7BWcsLzpOf/F6Sd/W4YR/KwR1EiAWMUI+q0TqJEYlmRQl3liTxEruLWQqLO20BxzAbn+etsqZxgv9Z54vL67TzrxBP0ZX3i87PhoByYDqr3UUjJfruZmEMy9+ePk8r9df7GJhJ6+AAqGEeA1XC0UjlVQq553k/O3Dap/ia0ZaNratPMaCHrqRMWVYhYM98TK05CsyZmtX+8pgU7snoWVBn2FlnvHi4dW+8eYr17aOv3NAU07mDm5pzTUxRhJ0xq9is66YCTH32re1+dLohxHuGxowob99BMmk468ySdOZK4xyCaZ0iPVK7dT6ANzuKx/RMCVX0j8MbKvu9tOfdl296AGbCvCTu1woW1OUaJIbUQGUd4/a6lH6d045RIlK5JWLMLzBuhK4Opyo4lYc5s8Mj6SRJrGKUZUVshta5uVSoETU50/n/qIzm0nhfBSDF+ubZn/8X9jiMljjQ7LyNxit+ujPpgHxJzoY6vbOfk7P837w9/WxU+eOGmmsDk23d4bsgdc2cbn6fFlAi7QDbw+XG8omHItwNHvDp5V+3kWyf20nb1QdCuXWgi/bA+d6zYbpXYm5wNrzGbXZnwJ5SlOrs6G8rXhBEWnpgzySwk5vXekcYyQ7I2ajm2fD9iU1BLZ7jGvLngJGmbcvXImV2RdG1vgfjIMSf9zy3sWmav3cThtcdZePCv3QRXxEnUBhCDjZ2JIekvYk0HjWLW+sdIJWZVlximXYY2Zmh3jrCBg1zi17sB1wJrhc2hQaQgt15s6USWjrFExhG2iDJMY1JdxOCcQ47Ey6XBNyXmo1dP52Tny19ei0gtJCkZUTvH0CqhWdUirFKdNGUtWOv+V8fhKAIRcSRswBghiiAyQmQgjiGOhG4sGAOH5lJuXlrJ7d+XB26QOtZfK5W7nnRZ3ug7tXhFYvZtbSft5uecTw5QTi1t0jVJdr3hwUsLiMCJpRFHuu2St7foh7AYrLbEwNeut2Uyl3KZ44jdaIrRtJHE3XZZ5R62Of/tbdx+R5XIW0h+XMiab0srSmFnpl06bksW4hOBlNo5hbp4jA275v9RIdrQCcw7gzoJOiKJe7nDpyKkpjz8iCqH1x5DxbDeP8oocudvzB9jfuUJUCXt9hj0DuXne4fHncTRlYeRZIguHsF2e6S9BWI7xEpU0iTtdxg7Qjc3kF7ggCZOutYoJu30SboLjOI5BvE8Gyywns6xlvQYphGDJCK1O+klviM27H2FHSNsEXkt8PnAOVV9TrbvV4CnZ6ccAZZV9fkicifwIeDe7NjbVPWbJ9WhuPEvjpROrHQjS7+T0MmI2mRhSd75a5DGuUq7a+ZzwrBqGNqYjz3WySVi8CSsGUkr1ipp6n5rZeArkhRpftxasKltlKxNZIgiwRiXvSeOhci4/3EsdFKh04Eji5ZebDnUH3I8vpiX4Z3KjkSXy8+dI1zUOawtq7WrpB3+DycpocQumQYgjpTFniPpU71LuZbCErGy2HWE3V/hUHSl8T0VPuzhuzM54abEjo4DR73mcgrCde3L7Pwl4g7s4eI88VUNVqNGCdxv+2uMDb32x0jLlf3VNvpjVYIfp5qfFs0e6A0e85Xyx2oOWiYDk5zDPDH7YyomJ2hrIlQiUhOjyERHMEEx6RBE8vBBFWGtd5TOcB3BMuwustY7Orac7YBRSzfdwEpEd+0ymIhk8ShJd45RZ8GFirb0030NETdhMx1y57Kog427jLqLDLqLbEYLrNt51pM+V4d9BqOIQSKMkrofzLY37yCX+I7hdcCrgZ/zO1T1K/xvEflRIBzh71PV589aSSdWerHSjVOnBo8SYpMSSTEoK0KqilHJCDni7NpR1ocxm0NhYygMR5kUnWpJSk4SR9JJYklTR8b+tydtzZjQS9lpalHrjvvffmYoIkSRIYoNJsp+G6HTjeh2XUiXl7jjCJ55vNlmfKJzEcWQVl5holGutp+WpD287TyOlMgUqvfF7oi7Fh6tn0/KPUsP1/ZPA8ESYYkErEbZX+GF3xQ33lhORXXuf4soESmxjHJHuBBuwlAnqdiOJqrYx7anRHwNUntLTHhYX1Ocf7HtnbOaQxPLZWqt7nGmgOr106TqzSVmT9YZQVuJSMX9txiMc8tsbS84v4dLh+9sPLa8dGulfdmzmqC+F9UtRYV00k2WrjxKGncZLhzFRl1S02EU99mMFxlon4iEiLQedVHZjkjze2/rd9eC7SpTJUI6TqXt1OGOrNPuHEl3gY3eYdbkEOuJk6qvbnbZGEZsDoVR2mz2204crNa1g4Stqm/JJOcaxAW0fTnwGddShwj0O5ZubOlFjqy7JnFhUFKWomLJnMOMoY8wFxsO9SKGaczIGgZJxCgVBiODtYXzWmphlMAoiRiNlCRVBgNlOLIkI5sTuE0tNlXSxJKmbjsZpaRp9qEGpB1FBhNHRJEQxxFxx9kVjRFElFtORbzszvsn3v/V9BD3XTra6iRW3R5H0s7JDRb7CU879Mgsr+GaUQ6TE+eFr6HDXD1efBw8YXdMyny01jigtQ1wAzOXl5GXNcYxLqxzWpRDxOoOeSG8+thLdOGExhKRBmaFIuKgaIvBfQsmMykIFqM2NxW0aR1q7ahMIkLVtktMJHkoZaoRCTGqQoRtDQfsJ2tbil+ObMLhFddHVxdvbo0h7qQDjlz6GOdPPnPmOgbxPOePP41+spZPPlITM9IuA9tjM+0ySDsM04iRjRgkhuHIkKSQpI7AbGYie+GZyxyNLwHN/W4Wwp2lL89K5MuLp1l75nFOPPB2J113utjeAqP+IdZ7R7jCUVZH86yNuqxsdlgfGDYGBUlHhh3XORwQ9vXBpwBPqOpHgn13ich7gKvA96jqnzVdKCKvBF4JcPLmM3RjSydKMzV4NjgFGbpyZD+NuA5sjEVJ6ZoEi5B23MCXaOFclliTOZwJo8R9jMPEMBjB5iBiMFRGI8twqAwGKYNBShKlMHDSuRiBNFOLW81Xs1OrGFU0SGoRRYIZWV70nJhnHDtb+9BW7RIPXT1GYiW3E1krDCtqqNAZzf9WLfZ5nDo04Nb5C/XnGxDUbqEnm3SjwhlQEdbSBUYaY1Xy93goXiOWUenai8OjDK3rxlWpfCDKeuJyQhtgqbPGgllFMazZhZJNPFSrQ1m17s8JRyOhXXJrI77qBKRIblOQdmgasGpKYYKJGlIbkWgWuZBNalJbRCl4xMYSmSxTgFGibAITap+MWCJJiUK1Oe3E7fMO+N+pD2vMIiUSjbJ2FJEVvWhEv9Ps2zCI2p3F5karROkwn9yEnuOpiVk+dIZDq4+NncCNoh6Xjt/TenwaDCJnq000wqbufkfWTfSHaZTZbg2DkWGUCMPEEXWSJUFLLbzzgaMYc5SFPnzC6ftqdczyve3UueCe+cLKY9j5Q6iJSfqLjLqLbPQOc1WOcGW4wOqwx9ogYmNg2By6+xRxZB1HNYvJNkMOVOLXqd6XA68Pth8DzqjqRRF5IfAbIvJsVb1avTBLK/cagKc964UaG0uckXTUEMecXxdKCCWbrUUQjFEslsiHbhmhkw08ncgwipTECp3EOYJ1Y2GzIwxHEYOOOht0JAwGghFBhpLZsy1ineOY9XGNmW1cxf2PYsNnf3Kf2FhOzV+mJxt5+x4f3MTARgySmJWNKPdOr0rUInDbsU0Wu474wkF3ddTn4qqzH545ehVBmYsGU3vM7zSabNxzZoMeZTthR4aYSma4Q501VpJ51kbu/nLVf35dpr0QZT4uPKT9xC1EmDCmIKasrCkE6PpdZOU2aAjC+Pmc/LQIHbTgyDmbOFoVktSQqpPgnPZHcmfIqsnDD6JRHm0AndjSiZTYWGJjcyL33w7Q+v2E9xLmGbDBBNdPHpJsInpsboOluN0RcZyqehT1Sk5p4bmiSjfdYGPu6MR0o1XHtlmhIsSMuDJaZG3UzZ9PfTLvyNpJ2Fnm0sz3JcnSP2wOhPf27uK5xx+q9ePrjfnhVbpDlywlmTtEGvcZ9A6x0VlkzS5yZbjAyqDH6mbM+kAYJTDM7ivOyLob684S9oFKfPcJW0Ri4O8DeXZ8VR0Ag+z3u0XkPuBpwPhsMuIycXlP8PyvMrqW04VKadCsF+mud9EDlthk9mwDRgSDyVXIIs7OHPkk+RWodfbwhASb2BJpV54Jzzj8cOOM+Pz6HOubhjS3S4ee6P5693eot1lyTPPoRYfyc493Lu+5waIJnUoGuDb0ZZ00MqX3CnVpW7KMbXn5jPLzmyRKza3sbVJxxW5Zqa/pPJ9gB8jJWbKww42kWxCzdQQwSJzU5gi6iFRIksLfIkmboxDcPeMcGGPnwNiNIzqxG1jjyBG5MW5qEsb/59cHz8VPZtw3VIQyhqGOqkXII8DxOZ0qZr8JiekA7WQsqmx2dicdaMwo0965sebCWo9jCwOGmxGDkXtXo4CskwTSzEE1fC/pULnvUeHZx82e+gZ7yTqd0TrGjvLY6s3uEuuyyHo6z+qoz9XNLisbERvD7F4TNw51YrK+5PyJmsJMtw8HEvb1kLA/C/gbVc0NpSJyErikqqmI3A3cA3xsUkGCEhmvBg8sfIH3MICVTDKoSDRQlshC6SGEMUqMza6xLkYxu97kI5zbV/pAU81s2DFWnD1bxKnKy3/t9zhKhMFIfIKlxjjpXieL324RA5fMVZYWasqKGwYLZpWF7urkEzMIduKEwBIxUkP2xhHR2sTPZ7mDsnRdCvkLCN9fF2ai60YJh6KrLA/nGaWGjVHE2mbkzC5DGI1glDjnxyRxJhjnCJk5PmaTQg8fgTA3l2kWIkfY3a4h7UoWoigZMUsuhYP3Y2gfcEOVu88x4CeRYb6BNHX99ObDXUad7tSTr2mhIqx3DpWeLzCWBL3GZKvmnhOdi5zowEi73H/+dp59/CIPpae4tBoxSuoTKfc81K+UWbRxD/LNwto5rOkw6iww6syxHh9iJV1iddhnbdRlddOpwNc2nT+P79+RcYTd60CvY+nEu+A3v7M69z2PnQzrej3wMtxqKY8A36eqP4PL1fr6yumfCrxKREa4HB/frKqXJtYBgUov8ArPJJeqdOTh1Y/eRuhVe/5cCyzEA453yiFTId5/+YwbhCPNyoJuKqSpL7fwHjfDhDQSTKpuTVxceELkvcSj9q94c+hs5m3Oyf0ufMqZyQ5qB5gNgtZNBpWxYs0uMNJO0M/c/pomJ0he4+27oc1ZsJyZexyAj67cyv2PGTY2LOvrKZsbCUliXWRC5tCYJG5t5TACIYoMcSciigyLSz2+5pMeG3t/TwxO8v5HF529NbsvR9iZnThwIC+HB5aXcnaTyHoOgjSF//v+Dqdvup1Pv7Nut90OrKRLWAypGiKxtRDHEEPtEUlCfI3+GbEk+ff2lMVHWeyc5O0fXWjNweDhcy7IHiWcNO7lXuDLwyWWN/tc3YjZGAibQxgM3UREDFn4qRt75rpKv6su90VkW00p24EDL/Gd9RJ/ecv+VzTsewPwhlnrcOk809x27TtLVUoOB9CQmD0596KEI3E5hnic85VieMYRl9Hr/PAoD1xYzJ0u4tipCG3qHNlSq6hGWTiXYjP7nou/Lsj6l95+hjgWXvyMEXcvPEJChz/8yBlGI3jOHZucnq/PXy4OD3HfucWZpIadCCu5ETHNM4olJY7SGrGHcsbF4VGOdFdqznKhOt4S8ReP3MnKBlxdsayujlhbG7GxNmRzfUgySkmSFJukWeSBkySNMZjI0O13+ZZXHGYh3gBShOHE9p/sXeRT71qe4knAup3nPQ8fK9nKwSX/+cynP8bbHrqF08dGnFmsOzFWpd6/PH8XH36wkDz//ovPbVltvhg5rcqGnWNoxydQ6cqADZ1jQ+dYMlvXNlWf68neRT73Wa683/vgLWxu+jwMbiIDbhIURZqT9VvuP8MLz1zkcLS85XZsB0SV+eEym3PHWO8eYtUucWWwwPJGn+W1iI1Mw5Nkr7DTEbodMrMK9DpKt2PpRs7BMTZtXhzb2Oa9qKLYRezrTGfg7bdlW1v+u7JilqXwqD7UcRnCLEJMQsT0C4OEKtVj3RV6NyVYFVIbkarwyOV5PvoQedy2WvexepW4qvLpn3KEw/NJNtEAI4nLed5zg5DB8tzb1/jAIwt0IltyRPM43oXuzdO327f9ANsD3wfaVLGK4XBntdFZrnrePaeuMrIRH3ligeVly2iYsr42YHN1k9EwIRklJMMRNrWIEUwU0el1mF+a48u/5GaOdc7OpHqOSKZeDMdElufcGtW0BiJKTzZ5zull+tFwKuK94+hVji308++wOpGZFqGjoiJ5pMC487syLI0P67pAh1Hjc1uxh3jgyjGec/Shsd+Mf46K4cVPXeP9Dy/yxIUEmwZjUmZ+AMUYWN8sBIfrCZ+UZl0XWBvNsTbqsTLosLIesT4gd5ZzgohTfRc+EIVU7R0YY7E7G9d1kOls/xO2V4ULWpeqK0QdSt5tsaGzoi/r9CuesNGxm7C6yCiJuPe+AWqV4yd6HDsS5WqzxX5CbCz9eMTp3hO1cg0pt/Yf58qJO5iLmwfinmzQ69SJ/AC7g0mTPKF5otV03qmuW20qOXUaa+dY3+yzvrHIe991lo21TUaDIcnI1WesI+ylI4s870W38JyjD+zoRCxmxMlOXXr2ONGpOzq24Xh8kePbPOoYsXm63HGIGU1FKFfTwzy2dpgHH494ztHp2iBYTveeYOVUj7leh1ECDzzsvtsocnZ9EclyPCjLgzm6ZpEFM73vxXZhoHMMtYNVwyDtsDrqsTaMs1AtYTByJhExRbiWs1MrndgSG0fYLnTQliINZslHsBUcSNj7GIH8DNRDZqpE7f83hfRsJ27uPcHNp5/AEvH4hTMsLyvPeorwghOFLe8N772b8+cTbrt1kdPPrBO2x7OOPLijbT3A3sIdc2e5465i++LF05x9UBgNRiSjlNXLV4k6MVEcccdTT/Alz5vom3nDY17WmI/XJp/YcF0THrhylA8/5EI9Z8XTDz3E0w856f2xcycRgdHIkrpwEcCZze57og83wV0L20/YimGknXq0DC6O/tzmUZY3uwxHJsv06FTf3m9BxEnSXvXdid2CSr3Yqb4jKUICY3Faw9Dx9wA7h/1N2FLE09Y9eH34SbE0ZqpCPx41hj5dK5psw4aUL/+4+/nND9xd876tDrQHtuXZMc0z2+/P9Vs+u1j9bKBzfOd/TBAjxJ2YON4Z9eC1PrP9/MwVwygxrK+n+fMNc7dPe1/zssZXv9RNCP7gvqfw0CNDbBaTreqSHm0cC+LMt7Evp0T88Udvy8jWScmqsLIBV6768dJFGlhVt+BQ5BYf6nSEXlcC72+l37H0Oim9KCUyaUDSWcKhUoTOVI9nyzhQie9raB4b6rfCtJZhEgqAw9015s3WHFwmYdyH9HnPenSiVL9fB7jriWme2Y30XLsy4Ie+/Sj/9X93+KSPP8oLbx3vCb5VXOsz28/P/P986C4uXhoxHFo2N5Wf+/PbSDN79F1nulvyeFd1UrYjSc28/t3qVh7b1ZcvjI7z1r85zOYgRUTo9x0B9zow34P+CcMzbl7laLdwvPv9D53mBXevc7K3nNfhJeUryRLn1hbpRCn9eJhnlKyG0AZ3O8UT2RoOvMT3PWFTJHPICbqs/vYxr0e6q/TN5nVJWLBXMoodYH9DsCyaFbr9U8z37Za9qw/QjrV1y8ZGysmTPV70tE1U09xBbqEzm3e5YvjD++7i4UeHDAdJ7jUeRYKIsJ3c838ffQrDTHqPIrj5ZMRcV5nvW+Y6KXOxc+7rRSMOxav5mKQYXvLUFY50Vhr9LaIg/4ARJZaEWFIMRR76MGXtztKp7M1A9l3Evifs0D6d+rSiKiUV+Vw8ZM5szOQJfoAD7DbuX7uVzSQmyrKOPWXx0ZJUZYm4b+U0MOCJy4azSzc1OiweYOu4+zZh9XifE4dT7pg7O/mCBqzYQ5zfOMQoNbz/AyskIyckRLEhjg3z8zGHD0cYY9nU+S1NvM6PTrC8OUcnsvSjhHOXsnz7i8LNx5WjCyPm4hG9yP11sogAF7FQzh1/U/dcaz0ibiXEjkkdUYvNF5TJtZsK7JJWZa/Gse8WbgzCxudiLhYd8IQdmZRj8eXSwLcXl7jbi206wO7AL0byB2+HC08s0+nG9Pox3/B58yWVY2Jjfvctzhb6/vdfYW39EJ/3txaYk41tfc83cl9Oidm0bnWvObNR07i9+CbnW5LQYdUusWDW2NA5ujJ0XuZT4PG1w7zpzxNWr66RJDbPPhfFhqXDPU7f3OHYktKPU66OFuh3ZyPsTZ3n/Y8e5kP3rnPkaI8Tx/rcckJZmktZ6I1YiAf0o6Hz3HapZfJMfalGTlBl/CpfHh0ZsdQd0ouy9Kw0h9CGpskdgxx4ie97wnYrbEWk1q205SVsgLl41Dh7bFvibtzxSdiLdr8Dst4fsBh+4pcNUbRGpxsTxa4vvvZNi7nqVIxTo8axxWTJds6eXecXLx3lGz99e0P7btS+rBguDo/yut9yCWj+0Zcd4Vh8uVS+HwceXjvF639rle96OfzM7y3xso/v89yjD0xVzyg1XL28zmDTEXzciZhb6HHi1BxPvzPizNFVFjvr9GRALAmRTWZapOQN7zhFHFue9+x5Th4eMd8Z0DUJnSxNs1+10GXCD6RpKXx+3Brl7Rhqz+WPF+VQd7W2mp1V0xCds9NkehCHvc8JO1OBW7fk3ci65f1unb9ILKOZQgyG2uPX3nETX/qSJ6aKnT3AAbYLgnLrmcP5tlvlzWfMKvfhuGOyxT4UEOLOk1vimAV/8ehd/NGfnOPqpVVsavnRn+kRRV3uetpJvv5THwbgR3/9GBfOXsbqY0SRcwp75edeIZLpI0tSFYbDhGSUEnciFg/Nccvpee44HXHHsRWOdq7QlQGRTTA2xWg6E2E/4y5Dv2M5Pr9KPx6WHMAMtrYmukd1PLQZDUORZKp6foRfxa2Y0GhwXbXcHQ3qEg5s2Ne7AdcCv1pQohlhp4bTC5cnZpaq4nJyjPc+epQkGe28WucABwgw0DkeWDnJzSc72WIaLg+3W+hDGY4sNtVSXmrHI8LJE11efM+B49k0+P2PPoX3vneZS08sM9wYkI4SVi47J7LVK2u8JjnDN33GY1w+v8LFxy5w5hln+PIvPAo80jqBf8fjd/PQ48qhRcPnPNV5j//l+bt434czm3Vk6PU7HDrc4/jRiJOHhizG63RkRGSTIuGTGGI7ylYoa4cl4t4rt7E0l7DYHdCPh8RBtrqCtL2hsH1t8xDlFQybCTHc788tcs0JBmXnE5MeeInva8KGbBlELRZTmDfrM6vPRJSFvvKMu+MDx7QDjEVCh4+t3MJTls5uqa8ohqvpoXzQG6Qdrm7EHFnK1k/O1rgeJsLmptIZSb5Sl5e2bbawjBhI9kCKy70MxfDXF+/gXe+8wLlHLjLcHGSEPconQYO1Dd5x8QpPe8qLWT73PgZrG6yvbLK8FsOh9rJ7HWWubzAG3nvxLqzCez6YcPbh5XxRlrgT0e9HLPRhsTOkK0OMVjyss+X6RHXsGuEAKxsRtxzeZC6zKYfrl5tcGi6vg9C05LCvu/qswv3jyL66sJIP9NpJP3GheRnjJxP2PWHnK24Fqx/NiiPRZV58U/tKPweYDdfL2e1al1Ach3VdILExm2mXN711yMs/6zBHOldzR6TqPSuGRGNiSRAsKXGexOeRq0dKZS/00mLVOOvWvx6MhG4sDIbCMCmkbms1T2955UrK2z7Y48wLuWYkdEqpfX279zsshl/+1UdYu7LKaDBiNBgyGgyxaVkDN1jf4Gd+/C359iP3PsDP/LcLvORV7blJn3f8fp51rMvF4VF+8rWXUGtZODxPr9+h1++wtrIJ+DXJi6WARYPcERKhksnEUpZy/RrkgsUSkWjM4fmEfjzMHMBsSaKGou+HRD4OTarw/FhWf3Vf9dpyJsmx1V0bBLY1Fm4fYl8TtsUwTGMS6+Ov3f6tEEaTKuhGGLCuB67Xc5u23mmcY6pl/c57TvGB9z5Br++ciF7zaylf+YU3cffCI/n5YblD7fE3l27muccfAgyXR4c5u7LksvPh1lg3UmSGctf7pS2FfkdY6AvDRLI10d3a6MNRRtxZTvo4Lt/TNM+g6f4f3TjJ2qCTr4l9z6FH4Qb5JjZWNxhuDPJ87FWybkMymLyYykeu3MLPv/4s6yvrDDcGfPVX3c5zjz7A1fQw/+FnLckoZXMzZWPQYZjGkGm9PUkDWIkK4sNnaoxINGLObACGTe1z3/JJjs1t0jFpTsSh+hvapeKaNB1mhqzYpJsQ9m8bELSfhLoEVe3kv1048BLfx1CFQRplakTDMBX+8tydPPvk4zPHNg61x2/85c3ZYKg89UzMJ5zemXV8D7AzmJa0Rtrh+/67X5c8877uRPT6HUxk+MLPOVTL4W6MU0PPLfT4J19wBcXQkSLTmFe9QqaCzMatD12+PT+nnazdbz/YmkhRAx2clG2tkNiCvN1/l/s5TeFNH7mLNIUX3LU6VVz2Ixs3s5KRc2QKz+E4KtJLPrR+c01aunNhZzKr7SQMlh/5jkP8u9cd4qEP3j81Wd/5nKfwXd8QAeMdUJ9+5FG+/RsP890/eIF/+2/u5mjHTeCWohW+5xt6/OQbItZWR6xtdBimEalGRBLag02NrDUgvtV0MV/z++bFVbomKTKNtUjPoUq7viBSMFGoqLXDSYC/vtpOG5C0b+tCtMbA9lhL5naBsA8k7H0LRRilJh/QrHWqxBApMe89fzvPOXG2NePY5eQY7zt7lDRNSVPleU833HGkvv70AfY2ppH+nhie4tff0mHlcnkyFsURnW4HExve9JYObz92JoufFXpdw4Xzmzz7+Tfzic8a1PrRSLt8bOVmhok4AvShWKKkSk7MhrqKMsy/XMo3LwCKEUENGGswRogjoddxdu4kFUZpsV7xAxcWeayzgFV3zFp4xs3Ltdz5J/vLdKNFLq7PoUouVfvFG/KJhBBorYQnBic53r080zKe1xuCywgXRYuIMYhIzfO+CQ9+4GO8+g3P4V986XjCjkg40rnKP/+2v8XRzqO5X4NbznPAV/zdo7zrw302BsrKoMNGf44oSvPkJbl87EkwDC/1Xt+4/1SXElbBiteDmJKWxpVTNtHkbmiVSYFrr4IW5TepwkOyFpS5aANVISKlbzbpdEbEsoOZJF1u0p0rfx9gfxO2khN1kkrmZQuPbxzlZN+wYFZdx+qO95bcSDs8fsESRcJTbjfcceQyR6IDm/aNhHuvnmF1M+bsBeFDf/k32DTNHYM8RISYmCcevsj5xyLiOKI71+X5LzjBM58+z63HR9zekP1KES6udIijhlCaMWTdhGo/jcQ5IolYIiPERvJ+n6RCJ3X/hwmsD2B1Q7AKp4+npFYaB9C+rDOIukSmn0v6kdiAqIs2ONJ2zL2edOhFi3mc76JZmXg/ewUv+YSbuPOpx0mt5mFzf/F772HUovZWVd731vfBl97eeDxEzKhxVT3BcsfcWd7fewrLV1KWVyOOzc/RMSM6jPLnXBBoQap+f2iLDtdMKBpKibRL91BxIks1kOYD23UorVdV7FWi94RtxJaWK42wRLvg93AgYe9jaC5JOLL2pP2Rx/rYm4Vb51N6ssEzD7cvUTnQOQaJewxRBM+/+bGDOOwbCIrhSnqY333LJk88fJnh5pBkOMJ6sRSTZaGKiDsxnV6HTjem04vp9TvML/b4jGc83roUY60+FZyoUvyelE1RAyncI9wWnPSrCrFx/hqxCmkkOXFHRnKJWASee+yhfPC0OFVsCKumRtbFoF2Gzc6zFi4P5rEq9KKUXn+wb5zTPvee++Ce8r4L5+7h0fseZ7C+webqzoXHzfVgGbh0RTmy2KMf9elHhjjzra6SdBMxhzZnKDuVGbUBaRewlevLknzVQ7zuYFY6HjqYZeWkxJkGoOhnOx4Wu89t2CLSBz4f+BTgNM7m8n7g/6jqByZdv78JG2fTUy3CYZLUSdn3PtLj4pFb8lSD5euKl/7+87dw/1klip7cM7cbFSkR//6n1xhuDBkNRyTDEekoIU1ToijCRIZOr0t3rkuv36U336PXc6lB+3MxCwudxiQUHnkiicwJzGqmnFStObSqSk3Krg6U1e2qtAtKlJVljRBbYSQGMNx55ApH40tBWa6fr9kFHl87XFO9e/t1ODloGg7zfcZNGgRlZA0Pr5/iroWzW3Ly3Av4rq9YBvrce/Vp/ND3/sWO1fMZd93HR07czl+8Tzl7MQaWONQf0Y8SOlGS5+iGqjNY2cYcEnC+rKV7IZnneXPoVliO9VJ3tgSxCSaXKn6fq8FfH5blr00zR8rjnUITual9NpLutT+wFojIvs4lLiI/AHwB8CfA24FzQB94GvAjGZl/u6r+dVsZ+5uwMwnbETYME7cQuxee2kxVicb85ntv5fOf9wTPP/UQzztVdIIoSLiyVweivdquvQhVYfncZRfKk6SoKmqts2caQzeO6PQ69Od6zC/1mV/o0u3F9PoRva6h1zNjJY8Lo2N85FyQpUyd5VCy/wYnZTdJQKFk7a4TJ0m7ETRXRzdKvpIlyRDvMERtCdcH12/JQx09OVfRJlmH6loPQyFt+wnKA2u3cOv8hS2vSLcX+vI9hx7lp37cid//9N88yubqOrc9/U6+/5tjYHtW2nvK0lnu+kT3hH/vQ2eY70cszilzPctSb8R8PCQyNk9AEi4RDGXiFNS9B1WiwOZcmwxWrq1OACDrcwpWTCGFo63LAS9Ea6UxMsScbDAf7x//huuAd6jq97Uc+zEROQWcGVfAvibsfpzQiZXVDacKt5kN2y9j10bYkaR82rNX6MhwbPKL6z2QtGGvtmsvIpKU//efPwNFeNNbh7zjTe/Oj4kIabeDWsXEhm4vzsm62zHEsUyhznaanciAVckH0FA1Xj1fRLEquaQbStV+fxNpuwlAQaYRkAKdyKm0V0ZzbCS9vC5P1oX6tN7+cWTdBO/K5M5xxHJheIRDnfUt2bT3Ql82pHlUyb/8zr/FZhKx1BvRk0e3tQ5DimL4hHuW+cDZI1xZE1IbEWWTr56mpYmSfzIhwYJXg7sJmmZTntDX3KNJpe7hJwXgkp5IVobvi4qUVvVSJFvxMG19Z27/jiYn3e8q8T8SkZOqej7cKSIngRVVPYeTuluxrwk7kpRbDm+wuRCzMYp45FyEKpy5SenFloVe8+o6hpSTnQu73NoDXA8YUu5Zcnmi1158F4cPfyLgnE3f/sf35mE+RoQ4NnQyoo5jIYrGr1l8OTnG8mAuk1Kbz/Eq8lDKrkrWIpQIOiTzyffnpN7YWEapYVRaxKZO1E1k3DYEVgf5KjxpD5KYNI7GnrtfcM/Sw/z1pTs5e7nPnfPbX75gOR5f5MyJPueu9ljbFLpxRBwpGgmxCUhS69ToVtly6m+LIcJlwFOxSEbQ3oTTlio09PzHl6dgRUClMAEFoYbAWLLeLexzp7P/BPwe8L8r+z8Z+BzgWyYVsGOELSKvxRnXz6nqc7J93w98E+BnGN+tqm/Mjn0X8A04oeGfqeqbpqnntr6LDV2xh7i8chKApx8/N7WT0AGmx15QX14LXnDifl5wotj+m78+zPK5y4gRTOzs2S4rlRBFRRTJhu0TRUkpq9lA+zyycojLK1GJEP1gaIFJbhG5NN1A4K6egsSrkGBQNSrYjDzbMAtRN7Z1bLnOCWmkzn65HxzRxvXl33/zKo9+7Ak+8dt3bhJy5/yjiJzm3tU5NodCHEVoBxJjiKQIzwqzNxpRF7glkkvZKtZFEiDOng1ZXxiP0mSsQsxutcPMkh2ue10tY7fHg/0f1vVCVX1ldaeq/rqI/NA0BeykhP064NXAz1X2/7iq/sdwh4g8C/hK4Nk4z7k/FJGnqerUQX1L5iqfeubqtbX4AGOx1wfhWRF3IuJuhygyGMFJ1JHkzi1R5CTvt374GC9+SoebuudyR66/PHsLSeptx83lNzmZWcicxupSeZNqHPwkoFxW2ZGoHW3q7XHDXl19Wt9fdoZTrgznuMIcIsqZucfHlL43MO6pRZHJV+raKThHRZcAZ2MIIobU4lKYiqn1DSNKmvk4+Lh5R95R5ldQqMOrZo622GoP73gYSt4WXG9UqZt1SguB7Fw64Ebsbwl7nM5mqpnIjhG2qr5FRO6c8vQvAn5ZVQfA/SLyUeAlwM65bh7gSQ8XwtUh6sR5xrNJGGmHtz9yG6l1Y4d3MvNfW+55S7PzWdWRrEn9XSXz8LfFSdT+tzu/vd3VLFZhOW0wDefkDkxabIdx220hYfsR//QLL6PaBXbOgeptZ+/i3GUXSeAWewEwJKm6jHPBRNBrMVwIXkHYPjuerXj7u4QrmYMgCnl/kxKJh45qLrWz05QAYFLA5B7oIVbSJS4NFkmsIbXCHUsXZs4suVXs88U/zonIS1T1HeFOEXkxhdZ5LK6HDftbReRrgHfhXNgvA7cCbwvOeSTbV4OIvBJ4JcCJm86wrgsH6u8DTIW3P3Y355eFz3+my3LW7UbEnSiTqJoHAm+f/ui5JR7pLiKiuWRtdTJpe+ezmse4d0oLzve27NymiOTl+zSTIpR8dCcl7SpU7XVSb5O+m4g6rKuQ7r3U1jwp2K8IE4LsFEYJjEZKHDnnxyTyfUlIrZvEef8qk6nARUANGXEX2h21khO2EUfQJdU5OP9HcbZvp07PJOfs9RUe4g6izr1Q1eSOlFfTQ1g1DG1BG7ctXsojBNZ1gfXA6XHbIex3CftfAL8qIq8DvPfri4CvwWmYJ2K3Cfu/AT+I6yY/CPwo8PWzFKCqrwFeA/C0Z71QoxtMTXuAncOlq8Jjjw/gmW7bJUjp0OnFLnlKi9HZCKxswPqgnKAECnLz3tNV0i45ndFE2mTHBJTcQ1wEUCXNJdmyQ9HUaGD0cSQ+rojQjultq+GEApwtfSVdyr2KtxrutZ+xnB7loSuHicTljffoxWm+WMyZE5ucOBQzSg0PPeEiDYyfBFpcP7PFu4pM8dtkJmZnwy6IW3DvRTKy9v3J4qVx1/+801q2rDpUQ8hUSAHVKAvvclEIiY1JbZT1SZfMZyN1OcStGhI1RGYnJ22yrxf/UNV3iMhLgX8MvCLb/QHgpZmH+ETsKmGrar4ygYj8FPA72eajQJgD8LZs31j0ouFBVrIDTI0ogrhTfPCdbkS333G27I7L1V2F93Pxh6ySR67kZCUFWVdJG6vZoJpJy6KV3464NZOAcoLWQCUatGecRN2k0a/ekpfeZ0XVCSoPCcramz8LhUuDRVThSM9gYps76z1ZcG59iTe/fZN+P3b9SqDXM9x0osfdC+6cO+cfhXlYtUvcf/YkxgiJkIVrufDUnIgzCTgy6jy5XeC06z9ZHLUnbsjeuY8+0KzvoYgCppCuU6Ug7QpcRjTFJys12EJdjuvjKbA8mGeYGBIrzHVSemaH47D3ceIUyDmwLRZ7InaVsEXkFlX1S/78PVxKNoDfAn5JRH4M53R2D/COhiL2JPa79/STBf0uLMwXzkRzczEbc13iTkS3EwWSpyM1tQJRQXphNjMoBlO36lU7aXupONVm4vZxzXlYjpdoG+3YdZt36GFenOXrrMaSe8l4dtauknWoGvf7IlOcsDyYY5B2uHmKFcRuNKhVRkOXqCeKDM+42/DSW5pX/xMDSVokwfHv3fer8N3n8e/ViZ/X0FSu9/3FShaRYDU732t76sFfubSdkbpT9rjvJhzljCh3LZzdvbFP2Ndx2CLyTOA7ss0fVdUPzlrGToZ1vR54GXBCRB7BzSpeJiLPx8koDwD/CEBVPyAivwp8EEiAfzKLh/j1xgFZbx27OdnpdZT5ueKD7/YM/fmOG/gyG7ZmS1aKuLHBqynVFkTtyclLQN6h2A2emWQj4TmSE7uRssSdk7UUKubcjhhITX4wBjfE1lb9CkbdPPGKPxaeFxB5G5qEmHAyEBI1eMe57Ji3v1acmp4M8H15lBhWr27S6cbEnYhONyK1zSk7F8wan//sDd74wTtIsxfvQwqh7oDoszo2TfzAbeO1HsHETzI1uo+3Dr3Mo8o7yr9GlZIK3d1j0K92/d1Kc+fcP/gpnKCqwG8CnzRrATvpJf7yht0/M+b8HwZ+eKfac4C9id0i67c89BQePJtw9HDR5SOT2aSNuPWuFVLrQ2Pc3zAL7fKwqmg+sEpJCg7tiSFhl/dLibjdOZUBN7uOgAibjnkEQm2uVs/Pg9yW6X5WjjVgkso8JGq/Hary/cyiSgQ3OnxfvuvIeb7+7y8Gntgjzq2m/M6HnkIcjLh33zziaUsPOa2MaibxVjQmNe1OOQrBkKUxzcwrvs9U90Vo5szmJeZCVR5OQKuw2QTAty2MTFCFs5unsGo41F3ncLS8PQ9yDPazDRu4D/hS3Ffy0FYK2NeZzq4XFMOD67dw89zlXQtnOMDWYIn40OXbeeCRhOPHYp526zBfI31zs0hLa62XdB0X+gEpSbIwmWwwsxoSmls0xiqQFrbu0J4Iheo8MpnKmND2m6nfpUzE4wg8JGdc1QE5F6E73i4e1pdDt6YWd8+gKMgRSUHckt2P09AKIxtxNT3MUrTypNFEzcsa871y5MqlaJ6zj43odKNcawMdRsmdbpKVgomp5QWxmV9A5g6RhQlWzSwFcZfWYNdgXXYcaftrvQGmiPEvOzQWMdvu3VYjE9yKXcL6yGBVsMyj3R2WfoX6A9pfeAUuo1kE/IOtFHBA2DPCErFmF/jw2T6d2w5xoqcHjm97FAkdlkeHePv7UtbXE17wTOGepYdJ6PCRh2BzIyG1zhknigrysQppqoV9OhLSUCXsM0ppll3KOklbPPEGTmpQJ/DQSctL3CGBilAbdMPB2J8TkntJwmYygUOTfXt6hPHYEHjLZ8/PZKtIJdZwdTTPUrR/1s7eblxJj3BlPcZaR3vetPLYEyOeOAcmEub6hVlknMRbRCdIiWCLaIXy5CmMTAhJ251bRCR4CT50XGtyUAydD202qbUqrG52Se1Ok6ns67AudQPHVBk823BA2DNiqD3+4mMuBeqHzi5w56kOdy+eLZ1Tjmg8wLTwNsDtsGtrtvzf77x9nuEwxaY2H3xiRnzFC+/n5992B8uXB6gqSaLOyQzwOl2xEKnkBF2rw9u2jYI6FbvFheVUHTDElAfiso3bk3RZJZqrsQPVudtfVYEXZVUldE/g1eP+LtvU35Psk+UVnwIiySYuQG7Dblv56UaBYrCY0trQmnlXA/zh+4/x0IOrzM13ANdP8msDEwv4/uR+R0HfKNWXPd9cS0OR3jbVymRNnJYmylzHNZDEc3czP1nMmFuk7JdQhSfq6u+dhgD7PHHKNeOAsLeA0Hvz7KUuTyzfmTkouZ5769GNPMf5Aa4P3n/5DO/5kGZErY2LBnz1xz+CIjyycYr//QcJ0o1IRm70FDEYMZkDULvd16vDQ7t1WhnARCgxeGQCuzblQTYkY63UWyVwd6zcqLoqvfl4+Zz6feXE33AIqslVyse8ZkLE2bFvdFv2hs7x2jcd4hv/9pXcRLZu5/m1vziGVbDpiMNHennq28i4hWVCW7UxXlp1Ez7JzCdxVO4bHlrwa4m4q/ASdmodaac+wUoQSujO82tjFx2wtP52dt7p+Uv0ZHObn+CUEPa1hL0duKEI29srn3rkCXqywapd4sErx3nW0YdKEltChz/92Bk+5a6zW1JnhwOSVSD3IHaz0rPLc6wvnOFpS1vyK3jSwr+ja5Wu//yRp/Dw4ymjkWWUEfAXfFrEzXPl3ASGlHc+cTd/9cEhaWrp4Dx6e72IOBZ6PUMcl53OPKw6uyOUnYNClMKsxElPKs7Lt7Ble8k3i78tScuTCbxaR5MqvThel8ar54TnQsU+3nJ/TTnGTZDfetx64vsdZwc38dYPzDM3l/AnH74ljxhIU4jjTAUel9ctjyLJl2715zsHyMKcYjKy9v1EGt5TVXUeLiYTwi9EEybx8e/VVPLdu74sJXW4L//W+Yt0ZHgdtYeyIzZsEflc4CdxtuWfVtUfqRz/NuAbcRFM54GvV9UHt1hXhFvc6se3cv0NQ9hD7fHE5nGubkSc7R6jE7lOdXS+TsiCcvuJEZEkXEyOszrqEYvldP/cVJ3RCNx1ajNfxzbEY1fm2BgIF22HB+PTnJl7/EA9vgvY1Hk+fPkUqsLDj6esrCSkqZOwxQhHe2s1B8EPLt/BfQ9bVq4O6HYj5uZiuj1Dt2PodNziHz6zWQ1Z4oo0eLVhGFYpDCq3OwKpG6Td4FkpMtyYQOBNKvQioYvm5F0+XlaplxyUKjClGUg74Xqbfyj4+JCucO3uGxEPbpzmvsfnWF0dsrAQsb7plrq01j1fT8aSmVpMQL6QEXPmwxCZIpwrdFCs+j5A8wQrT+ATmjxKROw6kJe4q++lSIWrOWkDpcnWejrHUpxgagafXcQ2h3VlBPpfgM/GpcR+p4j8ViVG+j3Ai1R1XUS+Bfj3wFdspT5VTUXk5cCTm7AH2uOhi3MAPLbcB+DIQsKzjriJ0JpdpCtDOjIkIuHph5z0uz7qce5qnyQVTp+eXI8h5eiS5fb5J4hIaseH6W2sxB2swvJ6j9vnpEn4OsA2Yl0XeGL9CO/+oEWtkqaak7V3KvP2xJF2WU4OISjvuVe4fHlAtxfT60X0+xG9nhBHhcrS25hDeKchG4x5YsaPJSFpi5IvCgKUnMKgKKekKqeyLyfnpusKD/Sx5VYc2kr3GPwOyVsqJBA+i8Ju7v+0VaV+I+ChC3M88ljCwkLM/JzBGLBWSFMlSZU0df4PYSSSiJS2rSqxkbz/RJX/VZIeR9bVmO021NZob1iMJi8TV7BFWB7MMRdtEssNlbnuJcBHVfVjACLyy7jFqHLCVtU/Cc5/G1v08A7w5yLyauBXgDycQFX/ctKFNwRh+6XqfDq/JoHg3osnufXwGie7F4HCMez2ubPMd47z0fOHm8vNEgd4KbkrA15w4v7Wtty98AgsbMttHWBK3L98knd8wJKMnL06TV1Gp9Rqvs/j0ugIv/nWTmbbTZifj4ljQ6/npGpT0bqpUtOPOFtjUaZIoTYvQnYcwvNyD97MKa1wNqsMtBUyrjsTBacGJBleB/XkKFVVepMKPbzHwr4Ztmc8IxgKZ7P8/w0kZYfOZIfmLcePxXRi6MTO1DEaAbiJjLV1W0kboVaz5nlV+KwOXeM8zP3xSceaSFtQUt0D06/Z47BPiMi7gu3XZOtReNwKPBxsPwK8dEx53wD87qyNqOD52f9XBfsU+IxJF94QhP3Qxs3cf24u72Bh/l0PVeHDTyzxUVkijpSX3PJAfsyvlFRFSsS9l2/lGUcfYdwiIwepSa8vUoXRMM0dxpyjj3WSziglTW3eF051L/B1nx7zv9552jkKGmdPLOUKTyHF22Ld/hKJ2yIeuyqBh9nQwiQr4LzJnQMQtRCwJsetqn27UboKCXvMvjZbeKg2rarQC8m6+fuwtTZ7giZXh3dNwpF4uX7xPkVKxAcvuYUEUwunjjoVeJIKg1GmabGFHdqrxyF73sZJ2SLesSxbd72iAm8ymeT7G95F1ZdhVvglX8OwMSgc2SzCdfdF8A9tNlxQ1RdtT/XyD3Cra33atZSjqp++1Wv3PWHfe/UMF1c6eRwhFANdSKGpzf6A1Ap/ee5O/tbJR+jI+GT100gHB2S9s1AMP/xLS3zt31vg9rlyCN2fPfwUPvbQyMVUp+rCpyykqc1I2xG3zbq6YBFRFhbch+9tiKowShRr3QAcwmQrHVQ9rqsDYzhoerIOSc0EIWBG6rHbpTorz6DqeZ7XXyHzJqIPr6/uD1cJq8IyvVNuKCF6hzMDjGzEpeQox+LL0xW0xyEokUBis/WjM7IepW58Uds8+Srs15LZqwPbtWl+ztUJUbi/7b1MIuvSxK7mcOYnclqStsERd6qmIfP4LmP7vcSnWnhKRD4L+NfAp6nqNS1BJyKHcam6PzXb9WbgVap6ZdK1+56w14cRg5GXaCgNYKsbEfd33Wx4MHIf1+KccusR53wUxoemVnho42ZumztXsk1vs4/DAabEOx6/m4We5c7DF/i9953ikXv/ikH67Np5yytwZXnA5sYIa91CC87xx9mwAT7704+zED0OOOe0h1eP57Gwnqxtdk2aUou7DgcyKKQkIFehh6klQ7IOiTQMAfPSNpDHboewLZJ3uV3N6vKSxF+5xgRt8ZOC0sAcDNbl+9cagYfqf0/Q3uEsr19NEN++vzHQOS4PD2Fx5JykbtxIbSFJl/waRDCmSIjitTFRJHme+jBvuEdVum7Tbowjbe94WGgc2ztSuFhNiGromGqxKMh1w/Z7ib8TuEdE7sIR9VcCX1WqUuQFwP8APnfaZTAn4LW4ha++PNv+h8DPAn9/0oX7mrAtEUkqzPeUbqceziACyxsu6f5C37K2aeh3Lbf23eC9apewalhLeiSpcyI5fZuhZVnkA+wiHrsIhxcjblrs8aY3vAcjwtlLXU7MHeVIVEhrxw/D4/MdrlxeR60Sd5xrbppaOt2Y2+84zItveTD3bN20Pe5/or4Qg2aDbpo29SPvOFT2GK87o2lRVkbWqm7ALknfFNJ2NUdzsYhGkUBjHBrVpi37q0QdnlcNDSruabxQU3Y0K6vOw/JH2qEjo32rjRpqj5VknvPrc86xzLpMX7nmLls0JvRvcM+kMLd4FbhkRN2WFCWf3FGftI0TIKShvOrxaRBK3mHoXpOWZ9exzRKUqiYi8q24DGQR8NpsMapXAe9S1d8C/gOwCPyvbPL1kKp+4TVU+xRV/ZJg+wdE5K+muXBfE/bGKGY4Eu48sZaT8Dh8eOUMG8OINLvtD547yWAkJYnCEmHJlpJTk32ALolGNYvRQUazncMXPftjAFxMjrNweBGAX/9fH+bK5z2NL3hWQdifeOt9qD6Fh+5zErZVJe7EiDHccusSX/3SB2plh/Znb0pJLSSJc1QL7c5inC3XWmrSkkfJTh0QNZBfV4Y0knZtoK6o1P3+0r1kjNgWIhYSckgGngiaSHsaVCW2cXMLVeHC8AinepeI2J8mpEvDI1xcn8v7imr9rxo14BdyLa/WVvgttEUh1LQyTNYEh2TdJF0Xx8JrgokZ7e/Qk3VqBYvJx8dqeNeOxwSEtoVthKq+EXhjZd/3Br8/a5ur3BCRT1bVtwKIyCcBUyUE2deEvdAZ8Im33T/1+apwbtnw5qt31N67VxW+++xp4kizLEOKMcrfLJ/mzsOXWDJX8/Pfc+4O7jl+kUPRRLPDAa4BBqXTcykd1Wrj95paSEZu8BgNEr7l5Quc7F5EqOevVhXSlNzeDU4yCsm6pBLP1sQGr+IsS01QVn37ONwQ4XY5pCdThUf+Wl9PuczSvSqlwVetV8kH+yrlhN7mVdKuomrLDgf8qmq1cE5z+yNTqMNVs+lscP4Tm8c50l1lwazWK97juKl3nvl4iQeuHK1JsrZC1mHq0ZCkoSxVt0nX08BUyggdCGcl6ya0RQN85OJxVE8w103zkFmPdTvP2qg33Q1sFTeGjfKbgZ/LbNkAl4GvnebCfU3YMNtsPbVCkoBGYLT88YQzzDxFoFGefuQxFMPjm0d5aPNYPtMcjIqOM9A53n/+Fl5w6sHarPNGwm57w7/v8p38zu8vA05KSRu8VN/w3ru594MXOHXrUb7m77hnfzi+3PgeHt44zf3n57C2IEsffuNCwTLCDcgsj4/N47KlJPlAIVGHHsFNqI41hWe6ZsksivLC/9UyapKynd601zx4l9vWJvlJQAgQSuaFRFcnIe99LKW1lK83Zu3Lk841AkTUtDP5MerPeGx9Le+piajdeUqZvJvJum3CNQnOQU6z2Hs3Oas+wzmzwXxnh2O0b4Bc4qr6XuB5InIo27464ZIc+56wZ4Vfos4nrvCStYcja7cK0ygRzg2OAXBlo8vGwOROJqouPvFKeoTH1w6xsrG3BqSdwG6rMm9aWONFLzrOH//+GnEnIrKaZ4/yWF1NuOPuozz/aXA8fqC1rAfWb+Xs5T5X1wpvcBWX2CKXrqtkLYLJpeq6Nq4qVYfb/nqPtgF60vjj7aFN6VHb0GRnb9tXy1BWkc6q54nUiTq/Di0RhzcbhdLaWjKHjU1JW3U9MGtfvpoe5spwofE9+jzyBgo9uK+nNumpX1vdXyfZ+nZI1PV9Za1IUW7zhGtauOucl7x73+VnaEh3dozYIZX49cIsRO3xpCLshd6Ik0ciRGB5tX0A9DapJBXOLs/l+1IrJZvnymiOjVHMY5c7HFtKr3+c4g2GU93zvPjOhLd0Irr9DmIMg6Hy+OCm/JybTnU4czKpqefA5YxfTRdRFR4432dlzanCi9At52CWpoVkZLwUbRxJuhhZKXmGQ91OXSXrEPkAGcTgXgtqA7ipD+5NBFAQcXivhTp1nCq1Gl9dlFeQ9aT7UhXWky4jGxH1UuZkY1/Yszd1nivDBa5u1p0VwUuf5Rj88FgTqpJz9dymSVWb+rt+nta2a+U3N6sV/vy5XoIRpRvVszzuCm4MlfiW8aQi7DvmznLHnBvI/2zjTK5eBNe5XbL98sATkrQNyDq18KFH5wFYnIO/deyBXbuPJ1uilm6/w9xCj14/5tFHNvj1s4UY86Uvu8LJzoXS+d6pcDVd5F0PHiNJIUmy0K1gUPWSsa1IxN6b1ydWmZasPaqSdRiD61G2a7aTuKmUVRqIW1Su1UG+StDjiNpdU7ZZh0TdKNlRSNo+Bjt/VpWEG6qwPuqwNjrOU5bOZpnR9l5fDjOanV0/xiCJEFFMpi0I/QT8M4n8eDIFp4yTqP2+aezU4XVNvgZtJL2V7HMicPP8ZeZlbfLJO4V9rBIXkY6qNtoMROQuVZ3okPWkImyPiJSX3emezUdWbuPspQ69Tjn7GbhQlHc+elvjzDncnjV94LViLw5wOwVB6fU79Oc6LCx26HUNUeRU2WkKRuo5DP7q3BmurPn0kEW4jVYkYU+2RsR5a2fE6Qk6XFozREjWtfZ60q8QdZNU7LalNCC3PoeQdMc4MFX3VSW1cRJ1+bw6UdekuoCo/W8fj10lbQ9jlAglscIHL9/GM46cnZi86Hpg3c7z0Mpx4ixAPjKaT95DGAFMMaHPzQEtY0KTFB3uvxaSDrehbLpoa8O4tlbPj2rRDrsNGf+R7H38poh8saqWOryIPA/4TeDOSQU8KQk7JLy7Fh/ncO8ID15arB3ryIgX3eoya7XZpy0yNm3pAa4NgrK41GNhscPcnFv2shNLnpwkCpLfWCLec+4O1jaLd+W1IqF07YnWp44EiERKKuuq+noaZ7LqIg/+WEiyUEjNTWRbufniZwtJt0nSbcfbVN810qZM1FWSdvWUiRqokXXj82Jvr+Z1YXSc5cE8nchiRLFaELWlLF1DRowC4a20OQyGGKcWb/L4dtsVO3TwDn1bmqTros56wyZlL/Pv/87FJ4jlOqnCwX0P+9uG/ZfA74rIF6jqOoCIvAz4eeDrpyngSUnYIToy5EhnBXPc1iRXwW5pvewDbB/mzAaf+QmH+cijndIShOAG0UevHuZSdyEnjs2hlIg5lK5DeELNl0BskYiL88OBurwKU5tzWRFzK7VjbRJ3eG21/rydLSTdRNglch1D1NUBv0TuVGzWhGRSJ+o8tCsggmqYkL/28c0THOtdvb5q1go061teulYtzGLuz92LEbeKle8bPuFSm1q8qU95NNmk3f7K+2kg7iaSbiLmpjYAeb7wSYjl+i6tqZDnwd+PUNXvEZHvAd4kIp8HfA7wE8DfU9V3jb04w5OesAF6ssHJzgEx70V0ZMjTDj3Chat31WKHrcLyWsSV9aikOsz9DCqZpzyaJulVibiKUN0Znp+XWSHekKTbJOhpw36aQrAmOSW567RWv0/iMosjmQmIuKhDayrXqtOloCXSdtJp+SFcXOuz2NlkPto9wlYMV9LDLEUrjUvkGlFiYzFGsVlaVRum5iRQE/sFM7Jtq+P8EeohVdXtRtV2RfsB1Dz1w/JL/WgaMq40pilj5N6A1Ge2+wyq+kMisg68G9drPkNVPzrt9TtG2CLyWuDzgXOq+pxs338AvgAYAvcBX6eqyyJyJ/Ah4N7s8rep6jfvVNv2EiwRqToxL5bkSWWfngVL8ylJGg6Y5VHFL6/qfpczT+U2agtIkTe7iqrqOoR3c2uOsy0P4qWBtkLK4fHqudVj1e0mD29/TpvXcJttGtrt0222aX8N1Em6SbXdlnzDS7AeblGJaNulN8VgG/yhrRo+8Ngx/tbplHmznu93S1tYIrHERvMv0U86/LabrEjWlyrvc0yUQF5P7R3X1dx+fxNBl88tmyua6psEoUjHq5X0u9VJ23XHPiZsEfltnKJAgJPAR4Ef85P/adKd7qSE/Trg1cDPBfv+APiuLH/r/wd8F/Cd2bH7VPX5O9iePYlLoyO86S+XSBLL3/+E5esen7pXMd9NSYNFJESyVIlWSKxkcdTFqkm5NB5IPkR1R8EwzrlKuB6lMdi0q7PHeWs3ldskRU+yc9bIdQbJbJqQrHF26VBaCwm6LZ+5h6rk0rXPc5CToMJ9Fw5zbHGepy4+3FDS1rGhc7z/iZtylbVHap2/wvsfP5k/S2PgRTc9AMDh6Ar9/oDzm0fcSmrZGGsAFSUyUvSb/B7b2zEtYYfnjlNztxH0tKRa8tpHWiewAEf6G5zoXJqq3ANMxH9s+T01doywVfUtmeQc7vv9YPNtwJfuVP37BUc7V/jCF4/41T873CqR7DfsRNhZP05IK+ubjzCM1GQDssm9eEVcXGwTk+TheVnzilWq2ifvTSryZltjfV+43VRe0yShaeBttmE3OyDl51E/bxJJ+/OrJF2VsMN9Vag6cksr+3yyoaotGOD81S4rm3fxghP3N5Y5Cx5Yv5W1QQeLSy9cRRwp4QIXrr8EpInNksBYLKZ83Lp0q9MQtS+7CdWuViXtSeQMZVPFLKhOYDyqjrW3LCwzb9b3lNZvn9uw33ytZVxPG/bXA78SbN8lIu8BrgLfo6p/1nSRiLwSeCXA6dOnd7yRO42IhDmzgcjh1gFwv2E7P3BLxGq6SNck2WAvpCokwZDn0iWWY+rbIkByws5Ccbyqu026zssL0CzZNm/PQsRNqGaqGud8BM1SdKmeFrt0mzTdZKvO21Mhiqq9OvztydpL11bLvcRa2Bxuj7rTBitLecKuTZoqE5Gm5+/irt2zUvXrVpe9xtuiR5q+5XFcs1WCvlb+ssFECsgnvEC2zMd19AqvQsbMqvcBMpX4a4Dfq8Zji8jdwCuAB1T1tW1lXBfCFpF/DSTAL2a7HgPOqOpFEXkh8Bsi8uym1G2q+hrcTfPc5z53TzBcSsxausBStLIlshKUu+/oEknKij3EZtp1ji+SshSt3ND5ycchocPA9hjYDpGxjmy9XTJXbZfJOiqFVpXLK9TghZ27eu4kwm6SqMv767bkpnJCTIqTDa+d1fmoSW1a9fIulTGGqCdJclUnM/CSdUDSgce1Ox68F+tWZzsaL2NIGWqPDTvH4Wh5bL1N7YhNM+GFhOilZq9l2dA5+rJZ+97cuVm/oSqhakmlPG5SNqnN4bklB7UGgt7K5L6qwcu1HRWfglkWIdl17NmGTYVvAr4N+AkRuQScB/q4+Ov7gFer6m+OK2AiYYvIqeqi3SLydFW9t+2aCeW9AueM9pmaZaBQ1QEwyH6/W0TuA54GTOXqfr2RaIcHrx7lGUc2tuQ4FpHwsjvuA+DDq2d46HyHuS7M9y3PPD6kJ5t7Si21WxjYHqvJPP1oiCKkGVGrOtu1zW2j7nyf87tp0CtJRVpfttKdX95uImRf7jhCbrJJNpVfrqt5AC5dXzl3nG2zdmyKUKxxIVrjCKLJlJOTNP55hxkDvcd1+ZphAu956AifeNcmfdnkarLIg5cP88JTy611NyE2WlOFe4IW3Ap8kShxFsOfqmDVcGlwiFO9hFgciRnASrakqrprVCQnbo+tknSIcdLzLEuZhqiOGPkiLBVth38nUHxL3djuTY3fPo7DVtXHgX8J/MvMXHwLblnND/u47EmYRsL+MxH5N6r6qwAi8u3ANwDPmrXBIvK5WYM/LWygiJwELqlqmqkG7gE+Nmv51wtdGfCcow/xnvN38LTjF1g09WUdp8U9S49wz1Kx/dDGzRztrj0pl/GcN+vMd103WU6OlFV3SCnzVGTKA1uVHK1qhbC97Xq8dFtVQbt92krEbSrWccPMuIGxUSUa1leJka7uq5bfRsbTeH9XnZWq8CYLG/zWCim4d+bO8b+r9/p/77+Z59++7Nq7hexaRmweQx22PSTq2CSlOGtP2sujQ0F7FFHN37eq4Bc4mSa7YfiepnVKa/IVqB6bhDxOnLrzX0jWfhIVvhOPuxYfw+w5IUH2tQ07hKo+ADww63XTEPbLgNeIyJcBN+HCr14y6SIReX127QkReQT4PpxXeA/4g8yV3YdvfSrwKhEZ4frYN6vqjrkmbrdTlGBd7uFrcBrzbaq267a5cwjKUHuspIsuw3FlEG1TGe73nOO+7Ypx95w9X5s7mLltp64sSKdO1m7wKghboCTJjJeQpl3xqE2yLsqZbsBttKdOYdOsSs+N7WpwIht3fFqHpmqSFE+CnhCqZG2tJ/HwfsrP+lhnmfnjm3xw+Q6efuTRqe2pkWjDREyz/RYjlqhyPBJFxAYq4mKykT/L8BqpS7DQPjGzY4aGaRz5Jr2H8Pl7Sbp0vCpZK/m7SfNtKa9Wt9fGDoH9bMPeDkwkbFV9TER+D0e2FvhXqjpxBXpVfXnD7p9pOfcNwBsmlbld2KmOePexZZaHiySdmCPR5W1pkx+kIhEWog3W0jkiyoPpui4A0JNBaVDbcx/cBFgiriSHSVU4HK805pgOJQERJaLstduEcWTtMZG0G84d51A2jnSnQd2zvIlUy+0ZZ3NuCsMaR9Tj2lsjZ4rJk5euvSo8VROQRKgir9+vCEH2ODCkdBiRWOGJwXGOd69OlXnQk7NvT+hIV8tzroIRy5zZyO7N5PdoES4NDtV9DDJbfWUlzbGY5txZvb2r17Y5wIXk7cm6kLC9ecm9lzhSzhy+sgelawc9IOzxEJE/BM4CzwFuB35GRN6iqt+x043bTxAsR+NLnN84g6AcmeVrngIRCSLKBn2X4CEYRHzilf2sLkqJGWiPjbTjBpE4uycMicbZ7yKeF1yoTVV6bkM+mFUG8jaMk5abVNNQH3DbPb9nIO4Wj+Bp1Nzh8XK7toeo/b4SWWtZOi3OL/7n11bU4aHD4PqoRyRHURUigZVBj8OdiN4UXdxI8X3kUQB41bbmv/MkPCjdhkVkFMNCXPRJ187iOdfTrWrtvmZFU0KgpnOmqaOsDi87meXq8Gzy5Ek7jnRmYWP3IO0f1T6CiHwB8H9UqwmTJ2MalfirVfU3st/LIvIJwHfPWtGTCTvhrOGX+/MqPSM2D03xyfuvZYbeBBvIBTuZhUpQBtpjZbRAx7h1xQWLJUIR1u18pq4zWHXXREbBZiE3QUjKuBrz+1JpJOtp8i9PCqlpLWPGd1O3pTcTcJPTWHhOo+ZgjDlgElmHRO23w0mUVdPoaAbNKmTXBhdmZZHMFwEeu9LnfNQjjpzHt4iPEJguI5qRem1eJR5lpO2laGc48hPE4lsypByNL5HoibzflaTVlndit/H7b3dGbCftcH9VFe72ee1HIWGn1j33+LqvyDUeN4iE/RU4T/E3AK9V1b+Z9sJpVOK/ISKfDNyjqj8LHAV+YctNvUFR2KC1tD3r9W1Iidiwc8SSEEuKIc0/2gj3QbpBaPvs1mt2gVQjIklZNKvXXG7YNovh8c0TJdtibFIiccPyQHsMtAe4wdMPLkCu7hTjyToLrcnGqUnS9rXYkmuq7zFEPE4YmHZSN0469vWPs1s3tW8aaRqmk6j9sdDhzNrC0SxUhze1o5TiM3hxnrjzP5QLG0sMex2Oxxdb2wzuHYVaB1/3QrxRcgi9kh4htREjjbhoj+aTQoBeNOJIvIxg8/XWBzrH8qjwCDUthHmtlLKVr6w6oQozy+XnVN5HnnPfOlv2TYcH3LVw9hpbv8O4ASRsVf0HInIIeDnwOnEd9WeB16vqWI/laVTi3we8CHh6VmgXR9ifdK0Nv5Hgiejupce4ODzK/WunuXvhkZmvbz+udCQhInEqP7KY2SwEJfSe3s4u7VV/q3bxmkl7OTnCfLSR2yEl89j1Xr3OA9eWSCSXeMQP8Nbdo3iC0MwOGXjuTngAbba+KrZCxpOIeJbBfJJ0HJ4zTqLuRSOWIjcOXBodySd3bRhH1LZlP1CRtNu1Hp6oLV5SLFa68ogMuVd3aaWxKTQVR+NlNswc62m/aOOYd547mSH5JHhoYy6OjnK8cznv8y7PeMqxznJ+7ab2WRkt1Mu8BrX4dqMawuXyGdTbeP5ql7XhGZ579IHr0s6J2OeJU0Ko6lUR+TVgDvjnwN8D/oWI/CdV/c9t102jEv97wAtwa3miqmdFZGn8JU9eeFvz2jDmkegWbu0/cc2SqVfXxTLKFMlOJeglEm+7Lhxmik69lboVw4bOAWXV4kD7dGUws3pcMazaReajDWIZZe1yZB0Zm0vV1XzV4UBatMUN2TZTaXrqcYN/UOeYAXM7TAfbRcyTymlr6ziirpF6pt7VLM1mmwqijaj9di61VaQ5KEt0TeTosoZJ4C2dSdeugbVzRZwmJTKOsE2miZlGM+G1T4W2S1iM1+mZup26VK/vU97PQQ1X00P5MZ+m1JtswDl60oHV0XzpvquObbuBJuk6tFe7e6p7j3tYFZJ070w0qlD2t5+Oh4h8IfB1wFNxa228RFXPicg88EHgmgh7qKqaie2ISH06eYAS+tGQpd6IKxs9Tve3R+KVzOorWEzFVyEnbrRG3rPCDe1uBbHcISkbyBKN6G7hZhRhkHZY6KyVyL6JrH1dLpzGEbpFsKm7e69VcIO/gnoP4AqJBAPmTvm7bhcp5+dNIOe2uiepvy2GQTYBa8M4GzXQStZVibtef2GfBs3VyFbG35cJiNrHmIsoqRqG2mt0EgvRYUQ/Kjy++2Yzj6BQXBle/V1qb/YMjVi6xp0/sB06JiWSlFjKoWURCX1RksgNpUMb506gxTOY7Eh2LQgnCray3wbvsxwpEbZNikVQ9jof3hgS9pcAP66qbwl3quq6iHzDuAunIexfFZH/ARwRkW/C5QD/qS03dZdxPWKRl8xVunMjPjq4yRGf6DW1IZSoBUXUq+gqA0FG646+0sbZ6Ljn4R3BBrZHJGlN/Vgo4md/pt5pKFTdN5G1ZCSsCLGk9GQDxTCgl5N1SNK5dE2xoENVwqs67O+ExHOtpDypvGk8vduuTaxhxc431jMtUftjVaIOzx0HI460cxV47X6K3z4jmSdqL10bsaTWsC7zxFGS33tTX+zIsDEs0GM1nS8pGqrPLDaWhWyN7qE9TEdG9M1mdu/1lWX8uZYl0nR8iMi0Xt6zoMnRrNhu/l20p/i9lUQ1u4lpzVl7Gar6tWOO/dG4a6dxOvuPIvLZuEU5ng58r6r+wcytvE64nrHIIsr9qzdzx+L5qeJHG8vQQrUnaku/83Ny9XAmZSOoGCKbkEpcIu5xZO0k65iOjBqJxSAk2iGShHiG52pIOR5f5PzIedsKSmQsXTMqEzWZNJaRcuk5eCk6yzyliDtH3OCvKiCak3d+Xy3OTu6ed/7jn4ag28h+UvKTcddPE5oF0xN19Vj1eve70oZM/S7iJ2iZn4FUzgnanEvTFGrxagx1qobVdJFI0kxyvrZv3H8/4T0N05iL6dF8krJiY1ZY2LYIkHGkXc1Q1oTxYXVlVXhbP3emB8FIFuYo1+4wt7OQfe0lLiIrlEc2P9K5L0X1UOOFAaZa/CMj6H1D0nsF0TXOViOb1AfnVtLGdWa1IAbR1B2fkpN8iFXcQtZFPVu/p+Ody6ykS4xsRCSFk1mTI9Gc2SCq2MpNJmHbjLiRumSdk3feYG0f/Ka4lVlJfbyj2ux27zZ199RpKlsIOjxetUWH5zXZqxvrqTTHr2pVXX2q+jir2dqMKYjZ9Q1ywpZc2r72SbhBWeqsYLAkGnM1WSyTdnDfNr9mNu3MtZC77wtNd9rkCFjEttft1k3t8v4EfowKTRF7GvuYsFX1mn2/Wgm7YTZQrXzibODJjI4MuXXxMo+vH+Hy8BBLnYgFMzFBHEZtTspStVVXiLpO5mluBfYK46r00ASn4i5s5NL2pWd1hpOGxHQm3lN+b6SFFEWWIrJxSPJtbx6YnRQuBUv422vxEq+G34SZ0jxabbChtJ4VPOuk5VqIulrfVoi6JAW3EHiTLXqWyUr5dbg+NykErm1ZTx/q538XfUbzSAGfHCXVCJWir4/rNyEWo1UiUgRLLHAoXq2TtpZLmiUV6XbgWsi6DYVGI/MnEJBsoZTF7oiTc7UFEg+wQxCRU7jVugBQ1YcmXdNK2H42ICI/iFv+8udxQ+FX41YZOcAYGFIWzBqHez3Wky59nUxsRi1GU0wmHYfqn6oKvIlU/cBVSNmTBy5RBXEuQVUbee3cClkDRFZIzfSrtHbNKG+7aRhc25zlqoTqSdsJ2i3EjRvAaqkog3K2St7TYpLD2KRzt4Km9rdJyq3q7S2YC6qkXT3m/pclupL0TCFZV0k6NJ14zUzTZK9pwln15RBsyb5tSOmI0o+GbKZd52vREMJW3EvdoXFSvHwVTe9oVjV4UyazcDtvi5/ASxEW1+RPMBcn17Rw0Y5D6u9yPyLzEv9R4DRwDrgDt0bHsyddO81I+4Wq+rxg+7+JyHuB791CW59U8EkXzunJxty8npwES2QTIk0wWqiBRevhU34waiZVn4gZCKX0CWokL9W7S+sq+OJ+ymSuYojtECvR1B9SX9aJxa1z7SXuvLyKSjJ0bgvDy/x5RnGSNjQSt6rUyq8m02hSPW6HV+8sRN12fhO8+j/cbj13gjQ9TRmzojGHekWKBmokHZJxaLeWBsI2aN53SjkJqE86VUztObRhzmwwsN3yhK9p8lPzsh6f6jYML2vCtETty2iTrKEI2yqv2R1+G+649ycQUxwXUVLiqRdZ2W1435wbAD8IfDzwh6r6AhH5dOAfTHPhNIS9JiJfDfwyriu/HFjbakufjDjVPZ//DiVIPwx1NKGbbk4lERdocDTSYL4vbvDqJeskUZdh1K+dD2WpeRJpt5HrrBDUZWur2iK1uKtN26cjCT3ZQLD5imQDnWPDuntxtri8UHyK1pqqnDp5h6QO422G1yr5ThpiZi2/NSVlwztpsk9PU9a0mFbd3yRJh3bpUN3dRNChqjsk6aYICv+erbjUtqJamlC2RTksJ4dJrWtxU2KRJlQnUFWfg9LzaXAAmxQWV1xatqmHnuDtTmW+7GBf8A34hVa8k99G0uEJPc7p3hNj23JdcQNI2MBIVS+KiBERo6p/IiI/Mc2F0xD2VwE/mf0p8OfZvgNsEUN10qXJwpoiO8JYpyoeduYZRn1ElblRYU9qI/PyjNM5HLpzvUq8XcXty20i66pk7faVCa9JAzAN/EDbbB+2mUW9GKCrA2wT8QI5eXup2zmkZacF4V4l8q6Q+jhyDZ/iNJ682yULTLKdTyJqmByG1TbojyunDVWShrK3d2iXjkLyzX5HQbY7n+43JHFXR1pomxr6b3627wtB31VpJu26l/vWwq+abO/g+qVbJavcM6YxRYyTqqGeEKV8H+Xt0NHPO/l5n4B4Gxz6dhI3iIS9LCKLwFuAXxSRc0wpBE8T1vUA8EXX1LwDAOBDp3wmJo/EdLGdiLnhVeJ0QGQTZ4/2g1BpsKnY0wLVn6+lIO3xZA11NXfT8Wobwm1RmxvBRJVIk6kc0ZoWZ6hipB0sEX1Zn9i+UN0dOrpOqzKv2rr98VKbq/cw8Q6mQ1VKaz1vglZjGnKdRA5tBDXL5CQk6nG2aRNECjSpu8OyCgJvdirz/d8/RU/WnpjLEnZ7alZP0n5CVl03W0Q50inbeVMMy8PFhrLK9xnh1gRIILeTh3W2mTCgnhu8qgKfBiFRe4e/6oIokdnLhF1/RvsUXwRsAv8vzifsMPCqaS6cJpf4SeCbgDvD81X167fQ0Cc9wtm3h4qQinu0UTrCBh9N3WZtStcV59kKaRfXRzahkw4YRb2J7Rs3mDWeP+OMt8mprOkjFFGsGlI1tH2jJbJtId6q1O1Ommzr9m0oLtnZgWJsKtUWMp+WXJtCuSbVOe2wPW7lsCb7dJtUXSXrUlkBWZfuI9f5UttfNj0V0nTb/hCCgrjoAsmc0cIJRFcGpessEYtxXH8GKKPM2TTMke9MN1lOfDKbtGhJZd7kvd9kq54W48g6zqRrI85UldDJPej3Gm4ECVtV1wCyBUB+e5Zrp1GJ/ybwZ8Afwjavsfgkg1vEbzrPbSdhl21yAAQSdTWXeJukHKcDjE1qhO3L9+WFZeiUXuZWyhMIW8thFTSd8pKadoKMGg7cxT6bK8zD85rrGy91T7J1l+rYgtdvXt+Y66YZfmYte5LKe5JdexpUc5g3SdSlfYGduo2sq3bfGkFTrEhX2l+53eoEsPGaholpbCyJNfmxyLgwSRcC1u6IZUg5FF2p7fc59H2fiiXN61YRUjW4hTgMqKmRdl5OJaY6JOvC5NPavBpZe/OEl6zD/4Iy1C5zWYbBPUXawg1hwxaRfwT8AE7Kdrme3LTz7knXTkPY86r6ndfUwgNMDUEzUjbN8dieIAOJuupU4/e5/80fXGQTOnaQZUKbPJj5CUS43YQ2Jx+gRNDe27V6rYfPeGaCwVawdGVAFKWspk4FWfX6DtsdEntow47QTKqp27pLY2VVchujjmuyd04z1F3LcDiLh3jT+VuxwVfjw8d5gIfq70le317V3TT5mlUN2qixyaV0i8kc1MLJpmA5El3msh7DarHC2eXkyEx1l+u0LJmrrFnXVw0pXXFLyKZqiCW7azWMbJStJe7WowtV5uF9NUnWbRzWlpTG26urZJ371OTS/7U5W24/ypqTfYzvAJ6jqhdmvXAawv4dEfk7qvrG2dt1gFkgPrwqzFRWtR1jS9JwSNqN5fmPVVOWNi6wMncCgNTEefx0bEeVOprt2lWSrkkCmJwEqyt6hXnEgZrNru1DtAhrdoEFU/fJaPLOrZ2Dlsg8r1MK4vbbfnGRJvKueZkznkgmOXldD1SfUZMupDThCU0LlX1VG7P7XThYlfZXSNofN+Hx4IlVc8I3mSua2tt2L/lkQLXIcxBoUaxE+bdwJF4ulXEsvtxa/rSYN+tYDKlGxJK4DH4SqrcNQ+mSaJwTt7dzh+oDp5Wo3eT4e5e6H4G3V/tlbQ1u2VCX2z/N1hFIM18aU5rYXE8o7YLCPsN9QLtjzhhMQ9j/D/DdIjIARmTi+0Gms+3F4uYljM0WNFAfqpIRtnecmtVenKUqrQ5qnXSAismdw/xsui2zWqnMKkmLCVYIk0Y1tx+qocmeWhC5Dco2FJJX07KIbXbNRjRIzZ68Q2IY52VeHRjbYrzDMLEwKcv2xjpPvudxz2XazGp1ci4TculYIG1X301IzuXj9XDBugmkfSLWtq9WfiZRe7J2iYnK5qQ0Gwp3QgXsvwrf1yKS0hoBiiBG830jjcGSKeGzJye+P5U1Sq11ipYmWYKWJGnvS+CIOiVyU4osIU3icjN4bd8eIWy4MWzYwHcB/1dE3g7kg5uq/rNJF07jJX6w9vUuIE42S+QM1KRroJQIIveMHTvrLIZKFSG2IyJN8gGqCk/ck4jQ120lKmzuGcFadd7wVXV16fpMveUVoQalg5P0R3Tytpjcr7alrbOq7caovIsBtSDYRvKulOPJO7SZhyFilulItglbSbbSSnJjyNB3oVkJuVCJN5NlvZ52op3mHpqOlerSSjsCs5KXrI1N80mxigED1ka5NOn75azrvo+DBKlVvKRfNd+IuDArLKjERLglZv0a4qU8+VKfPJfr0xJpm8CxzK+S58k7JsnV4YYUoy7U1JkNxq88ttu4QbzE/wfwx8D7mNEqNi6X+MeNu1BV/3KWivYattuh4lrKi+2oGEC0bFfzn5yKKZF5SbIdM+ssc6Vk0rW0XlNeXKTBjh2ola1EpSxnXpLw6m+tqPOa4KVqlx5yiGKw2XrC4pNoBDbxUCLPyw4kONv0QbeN/fnYV5eAm8gbaUjO0lJO2Wa+NTQSWYMkXBwrn1uSahscuaqStN9X3V9yCKvYmduk6rb2T8I031DYL0v1NSyMU5C1z+aXTUjzMizGJnTA+XOYbjmiYBshQe/UwOxlNMVImjkCACYjJuu+Oe+t7lFdmKW5rrofQS5dU6R2DVXg1dTI+SS0wUfm+qB93Npn6Kjqt23lwnES9o+OOabAZ0wqXEReC3w+cE5Vn5PtOwb8Ci5M7AHgy1X1sogILjnL38Hp91+xk5OC7VZ9XQtZL6093liO4kjak7UjxypRT5a2S7biPF616qRWhNq0OayJFhMFxYWipRJjMRif4AKXp3mgc433FN6bb0NPBrkULVh6ssFIu+Sq+mzgUAyJxgy0F6j5inrd9XUHOqQg81wN2RCDrW3HS8uT1gfLkr16CySVl90wJk5Luk3Hm4i3fr2tnVu2/QZErQ3X25aENlNiEum0HmtM7FOebBbnFCRd1R6pCurJMLNjGElzyXIniMp/PzaL9OimG0TWpSWOZEQUJVmywk4pqqLNlt9k66++T/+teLW3+5ocQfu6myY2EUM6MmC9uzcsoHtj4nDN+F0ReSUupCtUiV+adOG4xT8+fRsa9jrg1cDPBfv+FfBHqvojIvKvsu3vBD4PuCf7eynw37L/Y7EwuIyxaU4ka72j29Ds3YN3NAtnjlWi9mpwFYM1ESFJ+4+/iYjbyNkjymzmoSNOMdBVpLdg8LOmk4eICUpEykg7KKa07nebp2noE9yXzcZzYkmK88SQEpNqhCXKB6A4kwz8oOSk+oKEyZ+Ue6ZRQNBtJF7ccFFGzW6frXLkYShfNy2msd02ScFN6ufqeWWyrdt083OqGe5sWUptJkAI+8e48L+yRFT3fyhvNz+8ttXjwj6Zt7cy2QzvkcoxFYOI6zl+1iWipKboTz4/wk5BRRjE88yNVjE2cRKvJkikGNMnIc6d8CJsq2BQ17aU+4GgJft9bs/PzAP+/RpN66Y4EZbSYe6wer2g3DAq8Zdn/78r2KdsU1jXlqGqbxGROyu7vwh4Wfb7fwJ/iiPsLwJ+Tt2I+zYROSIit6jqY23lRzahM9ooSaALg8tsdA/vGc/Gcegna/QG5axJ46RqL1GHRA2UCL1q33ZlNnvWSqACC2fW/lh+fqiC1JQOm0SasBkv5ANIVVXdkWFOsOX7c3N7IB+ImgYhr1YXNCdrf52XqiNJapKHb0JVihKKGNgmEnfPrPycQvV6lcyvFU0EHLZ7nENWGxmLy6yRk1Sberh0XYMkWt3fRHphuZOQ98UGE05jf50gRTWRcqlNVQ2RBhqYUp6BFMWRthjX/9MIoszcvJv220E8Tz8jbdGUHkAEkTgp209KTd4vyg51HtX3F/YFt8+TdEHOYtOs/9SjUvxYJBKxtHGB9d4RUhNj1LK0cZ4qokrEybZijClvP0FV79rqtTs7fWzGTQEJPw7clP2+FXg4OO+RbF+JsDNVwisBbrv5lLP9qqLGpfw0SUJfVjNJ1A0Ig3h+B29n6zA2wdhRIAnXJesqZiHrptlolazdzLtO1jJmYI5SH+sf7JOkRGqGlBRvi9ZGT+mO1D9un1zFqsnV1FVbuJcoqyugtapQpX5OlcQrp9XI3B9sUj/OiiaHrEYv7RYiH+dY5fe3E3OF7LSB3LVO0PmA7lFLVVt+F7W+K9W+2ULiU/hljJ08NLW3ph0AIc2IKPMTSRUTgVqDNVlq310kbC9guO/SkauVCDHeHCQ5OdeJuO534r7htPR+JSPqMGTU2BQq33voGa4ikGn2jB0xl/9OiUYbVDHbAkaz40aQsEWkA3wL8KnZrj8F/oeqTpztXA/CzqGqKjO6z6rqa4DXALzgWU9Tsan76KxFsw+sO1gpPnwT7UnCDpe0hPFq8FC6DrFVsg6dSvzvcWrF8NqibEf0fqCJGdUkT+cw1q7C60o9XAsg0Y4jNQ3rK1S/1ZjesF1NROrVm9W2tZFvSObbgUme0c0EXVdfu+3JknP5/ZXfa+MiLxWCLkmjVWm2OrBX76sSLlU+WJeiQ2fKkMwF8v2NCIi5qLvc3rytVUIK25ARkIjFWsGIyc0uuw1rIqIUxLqY6E6ygYnSfNUxj5CkjU1pstF7ckYVo0mdnNUiNuvjDaYCt8Npo1QMkXHOpf308i4+kRsW/w3oAP812/6H2b5vnHThNLnEBZeg/G5VfZWInAFuVtV3bLGxT3hVt4jcglvAG+BR4PbgvNuyfe3IOqH78BSRosOpmvEf/HXG0sZ5JE3ySQYwgazHw5OSt4fXbFo1r9m0NLj7c0oz9JZBS1CidMS8XWa1f2xiu3JHJsfzGEkcwc+IJrIuq9PHSGVNpF2bhGT7txiCNQ619zGGnGvHx0rObUQNTSruKlHXflck01IdLWTdmLTHNk14sn1SWP1LxB5IdaU+X/2O25IEVQm6QRIvXZONGwZHluH9KjLVIjbbic14AYD+5hXEpnSscwhLTZxP2MPn4tXbRtOa9CzW7wvIWRWxSaPJoCi0IOlwGzGo11qGESvVSVjLs94u7IRKXEQ+F+fwHAE/rao/Ujnew/lhvRC4CHxFtijWVvFiVX1esP3HIvLeaS6cRsL+rziXjM/ArSiyArwBePGsrczwW8DXAj+S/f/NYP+3isgv45zNroyzX4Mb/yUdFR0qmDFjcKS9wx1oKziy8qgjZhMVUjV1e15Vsq6qwyEbuCsk3bTsZXXQL2xahUdoeG4TYXiEmdYWNy+x1jvaKFF5ks6dXrA1KbwJXRmQaJw52rh7STQurYPchEme+lWVd62t14Bxqro6WVe97xsk7Bb7bBNRl8q4RrK+ZkylNi/6Z9NTayTrKRzUQsKu1R/kj88lSe8WroKEZhdt72O7AlVMOkLFOYQZTGmsCPuaJ2tjRwVJ28A2rRYCaduRd+U5VZFNqNQEz14EbOoIXEwgXISTzKk+72vCdqvERSQC/gvw2Tgz7DtF5LdU9YPBad8AXFbVp4rIVwL/H/AV11BtKiJPUdX7sjbczZTrdExD2C9V1Y8TkfcAZCFY3WkKF5HXAy8DTojII8D34Yj6V0XkG4AHgS/PTn8jLqTro7iwrq+bXIPmM3kVdR6fBvfxWZyaa4+khQTnJLe4eRHIyNeUVV1hyJbfDsm6ipI03aSebJXS6o5GrU5GUJ+BZzYu3/a50QrDeK4mkeQq+Cx8ZJqQjBqZZbHokQRLLm6BWGrLg475PrYWOjJOum8m6OJ4uwmium8rRF29dqwKvHo8bO84SXuMPbl6H6Xr8u3g3Inq9MAvv8UGXvqdfVdO2gwSpmQTfDwBZe1MOvMMoutvRjPpCGyaSf9JRtblPA1ARtgZUeeknRTvMSRqte2TqnxS475vScmee4oaQUwxyfFjAJ6w8+e+cxMdr3XcZrwE+KiqfgwgExi/CAgJ+4uA789+/xrwahERVd3qzf4L4E9E5GO4Af4OpuK76Qh7lM1CFCBbbnOqEVNVX95y6DMbzlXgn0xTbnERJelAyVawsi7UJ4n7DHqHZipyJyEoUbKJlbim5mtfyKM6IDuCLlboSgk9n6v1+TLLZUyQvqBxsHWpTgPSFOffnDuxtLQhtz1r5kAzhhB9bjOXDKWBwKboetUkNm1hQW2Y5vzaYiuTpPsWknbHmqXppn3TvtP6+ROcyZrU31WCblGVN5P1NKRdec5tEh+UCDsk6/y7KZFz1YFNERORdOewpkP/6uMQuTDEvDCXdBum6KM7icR0GfQPO4lZld7msiPuinms+p7KknWS/y4RNYw3E5T2Be/CP89scldMGoI4CvXjw3Y8hXbsgNNZk7NzNZw4P0dVExG5AhwHZl68Iyvjj0TkHuDp2a57VbXZoaeCaQj7PwG/DpwSkR8GvhT4nq00dCcQqrcEm00OIzeTFmGjU19Y/nrAqCW2w7L9B0q2Z8ikh3xA9NJAE4FP23HbbdS+/jabZV2lmRaDYPa83VTB5KFh5RWQynUbTUlNZ+JHl2pMLKNaasg2Em5OFtOeeW4WdWdbW2edBFTrbXPom4a8qxoSf844og5/tzmVTbIBNxH7tBJ2Tv628txK0t6MmhMvaXsTknESs1Skbqd5i0nmjzHszDNnH3UEGNWTDe20l/MkJKZT0lRF6ZDOcM0RsGQZz6qTKj/p9k5lnrhT71RmG99T4/MOyNlNYPx7M6ixEHxXuUnBX5qZ13YSW5hInRCRdwXbr8kcl683XohLHhYDzxcRVPXnxl8yXS7xXxSRd+OkYgG+WFU/dI2N3SYEnTfbxBT9sMmWe70wN7xCf+MyNso+xnDgzM7xsaE1+HEUwZs6ZlENjVW1tpB0q8SoGRlm5G0MKEp3tE5kk1JGpGr40iSibFuxy4cyFVqFwubrHISaVxTKJ3FeHRrc/7RoclabFeMcAGfZ1+b97Y9Nq/6uHmv0pm6QyJtIukbOTcRcvS7f30IeVVKfhMzWKhXbd2lSZSKi+aNIZy6zxZrMFpul3pytxl3DlYWbWTIX6K9dQDB4lX7pHeQ2aq/+DlTfbRL1OLJugtoSaUP2fXvJepewhUV0Lqjqi8Ycn8bZ2Z/ziIjEwGGc89mWICI/DzwF+CsK27VSTjDWiHG5xEP333PA68Nj06RR2xXkHdEPFOBjLDsbVzk5+BvOn3jG9WsfcOzqg5hkmHtZgpdWyudNE0rU+HFMM+tsU01WCLpdug40ALm3r6CaollylzRq96p1UsNkr9uRdhrDvUyW5MKHbvlwtEiTLLSFsekTwxXFzC5IUW0kXT3W5vXt99Xj4RtU10yQqqGVrHNUf5fItIl8r5Gsq5Bgpl1bQ3JKpC3fjxFQYe7iQ8zJI1l9aaEGFwOBl/hew8rcCVbmTiCqnLh4b/uJ4aTNvwP/XGtjxBgvfH9d5be2vBfvS7PzkNZJ/TXgncA9InIXjpi/EviqyjneUfovcBrmP74G+zXAi4BnbaWMcRL2u3GjgwBngMvZ7yPAQ8BdMzdzJ5EPGpnqyOnGQZUTl+/j8uE78jVvdxPHlz+GSYZ5W6re2B7lcI3y4FYN5YAWaXQScYeDf02VRW2Qb3IuElLKDkCCGvfBGjvZF7GTDhCUYdRvPN5mqy684SOsmDwPc0IXiar24fHkUFLbb7NH8Fak6eZzmtXe/lj1usZ32DQZG/OOS+87DNHxtt3Q2Yss74EqSFZenn877Df+iiyJzjjpeZaJVJO03pbnJPwu8uckZWm06dw9BhVh+Wgx7HbSTRauPuYEAYsLa/XDYBSBinveIZnm6sdK4S2EWyLpllC73ZKwFa9l3MYynU36W4E34XrQa1X1AyLyKuBdqvpbwM8APy8iHwUu4Uj9WvB+4GYqScGmwbhc4ncBiMhPAb+uqm/Mtj8P+OItNXOHUQxavhM5pwgz3NjWQXkWREOfOjXboUoeK5kNiG4VrGbpoKYm92phb0cqfYzhzwav8pq38gSibiJuKNRyQXsQJR5tMG+usN49XKu7m24CRf7yTpHzPk+/mopPwVgfuP0ELMyF7KXKqqp4s7N0Talpa0kqtqgWn+Q4Vj2nyZGsdE5F7V06tyYxN3t/l8svIzcdBFJZkZHMS1KepMvOTzVVZd5nylolHfdaphE48rZHzZL8NAjbrjZznHT3O+wukpipgmCuC3wOf3DfjVk8xdzqubL2Lo+BN2g4iVHL1GvHtX0/13lCswNOZ2Tc9sbKvu8Nfm8CX7aNVZ4APigi76C8+McXTrpwGpHz41X1m4JCf1dE/v2WmrmDaLTBKm6A2EUbS9EetwpPDrWggrHudzlJRnZK9WMIyDo/VrEZhY5geVUyxuGqxY5Y8zpt8QyuledtgCIuiYMdNRJ2J9kI2u2W+fRtTY3LFy5iMdSX8wuflVG3OEKUDolskkuNbgLkSNyamGE0t2XSDuv2C8tsiy278uwnkfVEtTc0q6ahTtYtKJE0oPkqGFG2PzhXSxvZ+VFWR1Q7Vqurct/NJ7Ucq0wAcvLP+2nQX2a1gWv2/FXZ7Czui3UIAFITs9Y7Sme0BkA83KC0dHzVnLIDqVZ3O7f3ThD2dcD3b/XCaQj7rIh8D/AL2fZXA2e3WuFOoDRgBVJ2kxp6HLZzjezYDjly4aM5eSomm/mmjW3K1Y1hooggdln8/QChZ2YYapVL34G9OcRMZD2BEIpCJY+Bh9Qt6RtoDkrtdBeU9tkgnlvUZTIzmmKJcjLpphnZq81XGKohaNvC6hNEc0enWrmtmoimikgT1xakbAqYYuBw2hGb29399mTU1dSNppQpJNJSnYGHf/mc4ncYfRCW7tpRGfB9P6u0td6ISl8vbdSvaeun4bF88pA/n2I7lyrHPevcG9rm8ctGk8KUtk+gIlxecj5ThzbO01sr+0Llz4toislQO9rMd7uL8d/qfoGqvjncFpFPxq3g9ebmKwpMQ9gvxyU8+fVs+y0Uy4PtHXiy8TGH4jwaRcV11imw3WtkQyYJUFZr5x6dJZuQZrZCT8LeFk9N+imv+RyQsw/FoPmjqtnJQ9tk08fsybrJQzi8xyDzEYFjjEYdhv1DXJ07mUvdvcR5k+dkXQkD86uHxXZYardzFvOrigWkHaqJAxvt3NoFusPVfDCbFbEd0R+uYE1MauIsn7OXKoMVv6YcvELSLuyIBWkU41ChrvVmnXB/qd/U1NTVAdpPnCptnGLMmxxX3txfJp3TSOpjCLqm4cmJOeuz4s5pegaNEmVlcuvjlkkFt3Dt3nQ8mwaKoEEUitsXBe+h2bGuPkGqv4+9skrWFrzE9yRE5AU457YvA+7HZQ+diGnCui4B/881te56QLMwhCxu8ejl+1lbunnXFmJPTJdLJ5/OsfP3ugGh1Db/0RQDtyd2KAbLMEGB219VW5qa+rgJ9TSchVenMx2EtnSDYqml025wWHLXuMmFSEYk2cTDE1N1MBhGczVBLdIkdyrziS/CQBtPdnlaVS1+N8GreGf1KF3auJBnm1Pxa49r7lWumVq8KQxvKom7Imnn1+QJaLIQNBT1KmmK5B/u3qqhbT6kqWmADiufjYjGTXLzSUK1/FBSx5bKKCYS9bZU04Lmm5kaN1fNB8QslO3pNfJuu2cp9998Qp2OQJWjl+5j7dAtjWadvY48U6KJsrhtU34e0KytkDKRl3qyn9jvAeyE09luQkSehhN2X45LuvIrgKjqp09bxjSLf/wJFS0WgKp+xvRNvQ6oqoOTIbsZl60iJQeRxsHDS8QZURWD2mTi1tJ1Cp6EAym7fC3N+8QPru3q2nHqWG9Dz1MW+vIFt+rQaIOljQuszJ3In0sVKbFbmxf3QVqJ8rWIJVODl9qfaSJq95URaGGXnf7jFlWMTVATZer47OH44zhnQc0JtEzWwmyqQi2970D6hkACJyDuoiXu+sKmW3MWlAbSlmuXHksDfOlmymSdnVTeDPt07qdYJwwNCDWfoGZELMF30PaNlGrNrqtCAy1G/t8/Opswv3YBY9OJC9vsWYgpnPvy78jfIPkzCZ97qFEpPZ9qn7zO2M+EDfwN8GfA56vqRwFE5P+dpYBpVOLfEfzuA19C2bVh72FC3OCuY5x0E5I2TE3cJWk78HrVht9uR7MXb06u+SBoCzV8kHe56oFcLSu8PtQYRKNNomTIoFtknAtJLzEdVARLRKRJ3aYsxhXp1dFGiCxoFl6WTzb8cpzB5AHV3Dt9ZHq1yUJsR9nkwE2A0qibS7kg+X27ey/U0O751sk6JPTS42kg8poPA8XSoFXi9lK3+10m8FDadRxZJ/JyveNJe5yN3ddTI/4KAYfnEhCF6xPF/tA5MieMkvo1mChiKsTd8o1UpEVqfbfFFKQuAYmKIdpcoSeybwnba8rK+wjGmLAPVZ5j2/MJTTnXEfucsP8+LiTsT0Tk94Bfpj7VHYtpVOLvruz688wdfW9BBMjs1qGX6B5R50CDKjnfCOxqoTTrDweDUuFkVkjXmhF44UleSJc5kVYlzvDcWkMLG3rhUVQQeClGt+U+8yxj2eB6+PID+CX6XOx2hJWYq4u3uJjqMdJfET/v7HNGLQvppdwRrJzfuLjnKB1w6IpLE3zl8BkS0y2R9uL6eTb7h/NlDVf7x1gYXG69J4eqeUEziT6lTdIONTvjBpyQtAnKKanPKbQUXnVe1FN+htogaWvT2twNRNu4ZGagEWhEk4YhIPMSiYcEHpB3M3EHkrcnZPWZzKqT2XKd1WNFywsTT+m/uPvYKzbbraJ59bzy8yyZHJomQE2k3VrhbpC57Gsbtqr+BvAbIrKAW1Dkn+NSfv83XOj0708qYxqVeDjNNLgcqPvHwKP1AfB6oC2kp5G4c3jpIzvclMe35EhWVo17gm8l7QAlb/ZcrVzZL3VVZHh96XdGyvmiBSbKSdofS02H/mgVa6JcDd5NN2tJVTrpIDcvdNIB3WQdayJ8SkknT6Rl575M0va5lw9feQiApDPP8tKt2fNKa8S01juaOcaNgndWt/uFKJ5TQd615+ttzQ3PfRzGSryV0kIiL/a1E3pdxR0er/bXMoE2tWvsZCSUzgsngOx/4VBW5KivOJuJFJoEVWf3biDuWp1ajusvq85D7UxVa7B/iaENtVDJwJk1NDeUtB/jnFJD7PMJzm5CVdeAXwJ+SUSO4hzPvhO4dsKmnPEswXm0fcOWW7tTaJIIrJYSB8yvnqPT3+TK/E271qyLp57J0Uv3EQ3WGo83Dny5SrRu43YqbAmc1DLpOpC4q6TtKvJFTv6wPFmTeSnn0rKJyZNNhKrH6kpJIVmHErXp4JcVtRJhTVSSIqPsWXTTTcKl9ASll6wDTrquqoD9cqqGLE1qMOj7e2lTBc+tX6BvLqOYgsgzh7Ymgmrb50g6e26151nXIISrrU3CrGrAqqRerdPV20TAxdSwuipUmI/dbU8bolZvW1FGlBO4l8DFpq6P5hJ1gzYnI29VxViyvp9JijXbfZH8JS8PP/mFEmnvYxxee5wo2Zzq3KZvofR+G7LcjUO5r+zcRMeNbDfWREpVLwOvyf4mYhrCfmaW6SWHiPTaTr6u0Mri7N7u4h0r0gRJd9f8nphOo4pt3GBXIotZSRuv+qqruErS9iSICWbeZRV3/snkarWqvcw7CxW26sIhrrhH5x3sTBleOi1lGWt4RlZMXp+gpFJ04dyLHCVOBsTJJiKGyJsNWtS8JnEahYXBZVQiTO7V3yRNhw54heNdc8w5+fFgK9vXfG4TCvv19gxWzQN2SMDNxF1dfKVK6uPQep+BlC8oGOqkDSXtUBjh4DQtfgGPUFIMyg9sso3t9dqYYH80GpScJfcyFjcvESWblQlkmwNp1f/ENu8fh7BsPybtkhlhn9uwrxnTEPb/BT6usu8vGvZdB0jxsXmnIyg6lFrCGCLb6ZF05na9lTkq3tu200fjLqgl3rhaPnWLpO3KDhzHAuLOs6KN6/Mlj+8W0i55lxbIY7Hze/BE6SRgDE4strhEKxZUNAufcsRNgwN4mLSkmja0apf26GZSeJQOEZNiLKRx3Pj+bZbWsTe4ipUYjWI3AKmMHYTK5B0SWINXe/WeaudOHojCOnYHAhTkHErbrj2zE3cVZZNQNvnz6WlrHaESAVGagAb9teJ0FpJ29Trx9ZbqsUgypLdxec8TtqjS37hcmhyH/8e+kzayDrdbCL60vVt9UtnXNuztwLjVum7GLdw9lwV5+yd1CJjfhbZNh9AZKoQnt0Atvjll9qvthorgVwUKB6jNxZP5KjynNv+q0c49kbQhsFFnyVYaiNtLgVX1XyMBNJC2VzlqZjuse677Asse414drSZC1eYLhSgGY7SYdIiPe44ye3SZLP12YQtuUH8GGEZ9rETMD5YzFaqw2T9aisNXTGmSET5r8f4B4zQhFUZpcy6rqsnDkDC3XbVFj5skVPv6Tg9gZdJ2bRhP3NOges+5il6tW78697mo3HPgm+HrrPa3RlvtJNJu0Dy53O2T8xxcT3jNFDQ//3Ci1biYT+4/UPYZCJMQNSZNqjjKNjlb7gRuFAlbRO4A7lHVPxSROSBW1ZVJ142TsP828Arc+qA/FuxfAb77Gtq6rVAxwfeoEC6ikXdKO8YHeZeQ2W7BtXn52N3lOO3A1taKSghYyRkt8OrOk2zktmXvDOWeUfiBN+UiD9vjvHMLlWMbcVdn5SXnL8lU1WLQLKGDiqDqbNiSLf5htLBt4wk6a5vLNObaPE2u52666fKXe+I3DapqJ+rnEwjf3tDLvaZBoEVqqTp0jRnkq6sve6mhTUKvXX+NBHKtA+sk4t5amZKTtktPY/NVqLyaPEQ4mS2RtimTUNOCJkWdhcc5alyCo5Ck0hEnLt7LpWNPvS4r/U1CN93k0NVH8Yl+gPq3HDiNVf0QrpmsS793w7q8v73EPUTkm4BXAsdw62LfBvx34DMnXTtuta7/CfxPEfkSVZ0qbdp1RSbFqhEkXxK8sJlePX4Xg+g6KQYCyVpNxOVjT8nWh94CQrVgA3G77Yr0q6kjEK+NyH6HUre7sPIxBA46hGTdRtzVj5xgMuHLyyRaT97OezyTutUixgY2sWIgGnTmt0RUbtEO0yiIXlm8lfnBcr54gmtwIfVTUUG3EWkzgWf/GsixuvpaYDGuFNF8v02ObdOiKt0X+8d5eE9H8LMQd1O++byczARSI+1xHvMVSRuoaJoKr+gyAme3wKnSXah1lfBegw91g5qmqOZkVyHtEoE3fLu1Z1FB9Ttv8vnYTig3jIT9T4CXAG8HUNWPiMipaS4cpxL/B6r6C8CdIvJt1eOq+mMNl10XuI/VSZb5MpXh7FHbbZ270z43mbBxl/XFU+1kPS42ulRg2ZZXUpN75y4C4vb7QpV5ELqVS92eoBqIuy1pS1FWc3hMI3l7qTusR5zDERaMceTlZtNp5k0+27tLTBeJrFvOUwRVUyvDJ0zx91iLyw2e4VRoHNQqGoyqZ31A7KWJDe3K7janoqkc2Kr29amc4KZ/BrNK2VOdn72/0GGxVf2bhyaWpesmp0P3XWYTT+/sFjpVZnUtrT3B+vzx1jXcrzdK6VzHYOpEKFpfqrVeZ4P5zjmpTNnqreFGkLCBgaoO/fgnIjFTPrhxep6F7P9iw7G9Oe30ElxO2tnUfAvOMNuFfrKWZ1CyUac9R3H4AU1D3GNIGwKS9tJiuM9LIJl9u+qk1ipx+zJCCSZXxbe0NZyx+10+1tvnPMZNGizkpO0cj8jDwWaFFcMo6rslOE1MnA63NjuvxPHmu8eYL2rnNz2aUKtIxTQxwbmsXdIfo0pvmfDk76Sijq/a4LeqRp/Fg7ye5KWcyS4PSQy7fVNegOoEs0GiLHv1Zzn0DYGKvHhB3Y1l54jYq6Qb3qPYivPfNOFb11T+NuH61byteLOIfDfOP+yzgX8M/PY0F45Tif+P7Ocfquqfh8dE5JO22tKdgpeyC7Vr5mWahXpdj05m1LK0/HBBrpOkxOqsdxJxt5A2BFJIcE5VAneopCIVySXuNlKqegw3hn6F6rSwfXhVncmIubCz51MB44jDe8JvdJrmjJNhxeROZvPDq3l+8ipCBz6oE25jspQxjnuz9LUwRKlE7CVP5zH9Zurz2uuGgOwr0n1I5Nuljmxy1muKHW8Kv0K1sV8Wk0z/z2l7/ARTsol7ScsSOjU6FV3JzBOiu3YJSROuLJ7eU05oYSTGJB+Yqfuld069jsTchhtEwv5O4BuB9wH/CHgj8NPTXDiNJ8V/ph7C1bRvKojI03GrlHjcDXwvcAT4JuB8tv+7VfWNs5bvHIwECfvadeh4sR1x9PL9bsNMXt4zJ8HcU3lK4q6pWAuVV42gA4/s2vVVqdlE+b429WMxEE5I/tGgJs/NF34QNi6NplGLBhoBu02D46RV2ko5yakMbhMkj60sKiNq2Zg/nmtcjl15oHw86MDTDMTuPU9Xd5FIpNLuzCxSKTw4PL03exta44NrjWy5mQmSYEjcNRNNixq4MIv4cEW3dnRVhd4ZrnHsyv1cPHJ3a/27CT8pFgzYFAne1Vh/grZwLhrMLYFGLfSwvx7I1ui7LnVvF0QkAj6gqs8AfmrW68fZsD8B+ETgZMWGfYjaAonTQ1XvBZ6f1REBj+LW2v464MdV9T9uuWxx6TMRAybO1FsWbIOTzQ5mN5ofXqW/cSm3kXkStjJ+flSzMUEzcUN90Goi7jEq8tpHVyVuL/0GH2zbhxpK2W2kUUqAAYgdFfepWppcSOaMNk1+l2vFevcIadRlfu18c32NzjjX7g1dLdMEfbS2GtkUXmYTJw1hqFOl3xfhbJW2UnFQq/k2jCHVJox5blNJczM89+ZFbQJv8aZrxEdF2IC8q+1Ujl15gOVDZ6aKVthxZCaucOKcZyqsoC1pSlFO5XBViJhqvNxZQt3vEraqpiJyr4icUdWHZr1+HIN0cfbrGFgK9l8FvnTWilrwmcB9qvrguDCYiQglUB8+pRbRKO9jR5YfZPXQ6Vy9upNk3R2uugE4cGpqG+RjO2Jx/Xy+3TzDpT7ItJF3JT7Sl1FVkbc57jSp2UsLi4Sneilby/taySObQInV4H5S3PJb1kn1UuSMTjrzbPbGS8bXChVhGM0h8yeY27hYby8FmTTFsc6Kwvxg6Q5XidNhrbzCn8BvTy/Bt6prK++o3KayOjzfX1X7N9ndG66b2cNlhzyxm0gboJYNrXpdEAYVwr9/k45YWj/Hev/odbNpzw+v0t+8TBHNEJq+ZiiozUnUa75KHufXf4Ky3yXsDEeBD2SLaOUhKqr6hZMuHGfDfjPOOP46VX1wW5pZx1cCrw+2v1VEvgZ4F/DtWZ7VEkTklbgYNm6/6WR5sPC2F8kGf6tOVFQlvnqe7tzhLdtDp0EnHTiyToelkKRx0kNkR3TXy7fZ6AXcRtzQrDKvhn/NStrUibr1/NBxzbcnIKai3IysfbxrqAUwinYjkv6iyzluIoadBQbxzofiWTFsdBaJk03iZKMW81vD/9/eu0fJkpz1gb8vIqu6+77mzr13ZjQzkkYwzEoIASPQYcUKi5dsHrYReNcc5D0gGbOCw2ONgXNWwNk1i7y2bIxZ26zZFQ9LWmBBu6BFB+vwkgEb2SAkoQVJICTQ6DUvzeO+b3dVZnz7R7y+iIzMyqru6r7VN3/n9OmqrMzIyMzI+H3vyAm8+ExUuL7kUCdIETOq2Q0ANzrOEbWlZdCarHvSylpt90SKt33c0nIjm1jBTL5P4XnROdOUL0AGovUe0wqCi1Hnk70r0FunMcfREPakvoFq92oUKuGJe3VSXZQ2t+iYtZvK2U7pxwD/46oHDvFhXyeiHwHwWbDrYQMAmPnLVj0pABDRFMDXAPh+t+knALwW9vV/LYAfBfDN+XHMHAqlf95nfgYD6UDxFaqYGNDaymO+NjQzFJu1mbJO3ngSysyDlhheerblL7nPl5355rpSd1oTcJ+vu6BtE9rm8aS5xL+dliddqGV78zkX+s8cNWtmoGlcnxpgMgVrDVNt4akz93XeonXjys4F3HbtUSikJvzkWrrImjmNVfCkn6V1UUmQ6UFCwNmzae9cEr66y6RGAatD4y4c0+fjtimDJR/xAQVDFRDSCUP3MgEplNMtrHS3Qp8Sf/dRQ6RfJXEJ6w6KE3PVYfqzGcdDw3bK8EoYQtg/Bxsk9jcAfBuAVyIGhu0HXwXgPcz8GAD4/wBARD8J4FcXN5FV+PEmHOWJyUVmGwIZxoknPorJ6St44twDB9D9AoQJKU832d25vTulK1xOSrhDNPTiJF4ibqFty/SqZH9xLh+hnZN2WAnMHxeEAknssTxpq+8+UMbUjrQZV5/1AlzeuaP/3hwSLp18RvhMzLj98nDj0hPnHoBfROTkpYfjD7nmUzBxdxNE/3Hpzov92EVzaWFjkdhLh6JJxmB5HeZmbRN7yyzfMhrIvsV3sjQ229/bZUllnYIjJQ9P1jLzAnDCoNjtIO97Zs0s73Nwpyth033YAEBEVxCf0hTABMA1Zl7o/xtC2OeZ+aeJ6O8LM/kfrt7dgFdAmMOJ6G5mfsR9/ToA7xvUSj6IPNkpDVsNwf0pp9kdgkQYya5fCj194wlsX3tif+fqC1Tr9GdGbTv0N9tfLjAS/djiN0HarcUXQlqIn8xNKkQY/9fgqee99Ogq0A1AuhKR6SWvC099yH4wTWItse0s0Hw6TLRLH7dEalcMNmtHiy/lB5WR5Ogg7azBZUz9XebrJJe6S8PsOk0hbbEUq+BJOxnvpFrHHibOXvkkJruXo7VKomXR6XCtdaCX4PPA1iLWHXS21uYPBcwcYsLIBm+9HMCLhxw7hLBdOC8eIaK/DuBh2BqoK4OITgL4q7A5aB7/jIgehJ1WHsp+WwoxutG9lFoFv+lacyjJV2SiJPiqO5WFo790QDWhLrQ08T5/d29D3HrZA2m79hLTuNi/ZRr3Fc16tGwAR1qBrg+TZs8uHFJAp//TNKDSJOqxMD2sQ8teJr92CT/mskFjne3mpVZLfvTMb76f8qqhWZk7L5Y47cqpb/W/L0Usf5dKuxxBENZt1x7FZO8KVDNPTOJpxwY8q9I71+WG84eGeWUIca8DeXX/zQczM4D/l4j+IYDXLNp/CGH/IyK6DcD3wuZfnwHw3fvs5DUA57Nt37ifNlvnCBKxIx5XJ3jtL9lSmkN7cu98YTomkHwRhKSNgcSd3Jcu0kaPaTxpLNOy/apXyLQ4rdGce0ZnMZONwACBaIipOyXctka0rI93aZ/wQBPqoEpqpbYESXT5zVcBZ35oElp2i7wL8Rqh38IS1u9+OnyymDa7UO7+KdNgev1pS9am6Q2OXGyZKT3r/riIzhoON6HAfTODiP6W+KoAvAjA7pBjFxI2M3tf8iUAX+pO+N3LdfEI4dOEfMlBYG2BZzEdpD2oyUUGd2mTRS20eJJ2ytdCQWSVa83Tu/ImXSR520foCJ3E7+RcEYpAxuZ2s9Z48s7PvDlyWQuY6y1c3rkTt9cfK2thhRzWXp9oFjG+8HlnefGHhcHxEjkK5vZWDndC5h2a7VICb9YnQdT5srIJQbXyycuatlzoRl7XYUGxwYnrT6KaX7fvmydp/3+RYLYgY6Bd575wj7L5JqnrEI7rnysOCozj4cMG8DfF5xrWovzyIQeuumbc9wD4X1c89vAQAlEUWNmXUs93ce7pv1hP4FnmF5PmuO0bT2Myu46Lp+/tPr5AAr1IVt7aX6RtQLhn/Vr2Yl+YKKZC5NLsmkjc9Rx3/tlv47HnfdlNuXQhYK/hqTP34fYrH481z306GpA8o4WWkfxzp8kyZ77COCil8R0GhuaDl7TZljm647pKslGvoJClm0kSFwvcdJL3Cjgs//W5ix8JxEwFsiaZ4zTIV51F/ytxv4PwL5fpzeYFYblrEXcg7fWOyePgwwbwUx3lvh9fdOCqM+XNI+YMeIJMZJdxXMPpp80udvYuRbO0K7FJ3p8pUNW7OH/xL8OkT00tOjmQBDIzFMsFOIDyizqEKESbixDqF3ekx4TFFDzB+1MqDWi3fKbarAQNbyEJKGnVQwg87DvcnN5dla6978rYz0y4wAfOwocdDykQTAdZF03xfTnkuQnebYtCJNDp0knOTfF9kcFma9YmKzPH2UsfiwTt5hObv++zLLK0wr7PEtLK08htLsbAk7i/7wXXQidxHwKbbtas0YmVy32vStg3iZyzoBuZqUamZBwUvB+aYGBI2wUMOP7lkaeWyIWWJs1xpQl/QQATieAuiyWIYiVT+WLtWrafkLaewBdJgc5Xf7550TZfDyTrrme45BhcVJziQMt6rkL8uWk6Q7G8qSRYAHngWjy2Y7x1aMnlnGzjyIWD3zsXNvv819219NcDYgOqZ/Gz0LLT4kjZOAMWP+dS0Jm4x9TAWSR9m257ksOOSNy5W26dLzVvduGUgyj33VdLXOaKJT8B2Fmin2tFyX+bS332RUXYtm6TFrHZV/WmIln3TqRCGh5q7hOSsk3FERJy7tNzJk6pXaRadgqbBiPWIibYgnNKg/UkXuMGB6sM1miL/u/VfX6LNfclZ7SB10ELZso4wS86n28wM8Fm+7Tyz4v53aXm2y6pvCxpqDYHWTo4S+ki1bo3fvwzKcwnO2gWrA2wH4T+eF+1KNSTlPYtkfUgAQ6ZIJTFXxhvMVxA3P64fbrlhuAY+LD3Xe67rzTp6a7fbhr4d6tjoATiZrILSmhptj7YFC9bSYmDFFwyidtOZZHW+QILocHyy1eaODtfqt4gJ/m7KKZSMm0lhVdsMFlfBLqfCJP7q2zVOXYmPVQTULP8KldHAif0df0m0Tdp9UXj7xsHoEEvIuXi8Z54l1Z9Gmt+BYoaemuBkpKQXSBy+U0WL0rKkmakPQS5EHxjcmZt6YjBShdO7ouk8HJkveiZSCEreQYmaM9FjZtEWWM/jpexvO0Dm+zDPohy3zdntM8yKE18+STqAoYU2eUaiQ1O7T6Jq9vnD+yli37rJpD1kFWdeqXSIGXnBJqRePBF2f1Y+UC0kiAQjw3FLIhC1G7Rtwi4F5qj+Z0bkPTxyVNkpUzDKkhkp0cmZadJWZBiE+D9h1LjcVgU9R01uMzndxDjb1EUew+KRLuMprQPrarThwqUNXFgKW08CKHCApWP3SQ1LGmn/fwOc6wW3Sqd/uoesu57Po6MAzLBX2rdCXFnPu7B7rgDwDHJw1653PfmEzZQ0AAtkjKbTuv1hEHrcLb4c4QAkXiO1qpdYtIfbl5dEFQSSMGnVYkJ0CGdoOMkGUpMZhMiC1IP/sQC0fvvAMr1x92LzV7TdqbxC49/AFfOPWeti7LsF7IEZLJtmeO70DF2e9G335BgtlVIes3mTg9vio1o0jG8jDbuCKWTuJMa+GjldYf22YCPsF5AEmiWj8WBZN1dlEcg3PsGUIQicRdM5b5Wu+3LGCU+ACuX+z4ehA0UiTr57gVDIKRIbNfXMNPbK6cVbdfXUNV78D5fgojizCTiJItFEvUqI7DPx+2jZN264K0JsEg+PpCE2wSfkLPXTsS5SBIO4j5Kt3JY4c3kbvnTTXn7qMskvg9/css8Xjo89wsuDCha0dy9wDqwLyzqcxZ1XKwzIPpuo5izfQrxFoCwYgT/ddyWm8l9UJo9rl+LW6ev9sTsMnauu3LF/h1JhPzlzeCL3DSAvy/iORhONW6Zl13IWgikvUYwaNN92B4rl/s+PoTtUKwaJSMZmaBMA2Ma6GYGWnE922mzi8n8RqhCRM5UGiZ373PqCooTEeSd2nYh8KVF1v57eFGd6VCRI9PsBSsRZQhYM5G8/fmlFu7JOZghTdC6Y5U1p8GwS6ExDaCi1uPTdGyt947SijcbWs+g4OOX6K0wlVosDmSS64rhWMUnvcgacNBIAh3T97WPvKPpPD8mswgBWU18hG2pZhjb6YpvIRj40sPrgF/jutq92j53yy02THgb+n6lAqQRpO2fiwvcE88hF+7XDt7sKHGBlct9bzxhy4HW8vt4uBc1VjyzUdyKG0e4k6XOqdhge3alnO7jpWAZKJLnoEpJeVmzeHZdAOwo9r5VODJtYAk7EHdmdmUTX0ggmhqlr1BMhuTaS/zjwQcdids2pWyQn0IgbaI4CYZ8WKXBTAs1mi5UZp58Z9CBF2GpzLxlLbEnKz+/3nzUPI871wZLh6wj+nbZ9g6CqLvOWQrCKxB1S/hekrjb2rSJpXORkvrC4ClmEPhAc4IrM8fJK49Cza4n50/nih7LGjCMzfJ9BOm2tG1J2hkOnaz9eY8HYZfKff+DIQduOGEXyK40MQgNMKYl2f2qZg8AMNPbrcPkC+2h2Aaslcg6BJoJsi72L9GuF49AVtStLRm2S1WK6NHgj1ZeI/DELSY/314jl0cUgoV8IYNZ3AT/uC+w4LXuULBC+roBMLEN8EEDonRN7bSQxfI4/9j7rWDgfO+sJ3j8zs9aub0cig3OfeqD9osIkMufnXy+ec700OecjydJ4HIxm6GpfvsOJgvHrJGs/W8Fki3+LttaRNx+HyEYJdq0IO3OtMUuLXsNaaHnH3t/cl3hmQ9N1eqrejbkuEUE7ANMScV7LWJeDisgb9MLpxCRBvCAK/l9Ca7c91BsOGHDlbssRyvLwQ9X7cwPOiCasbvQlUud+xWJDRTXxfq+RbN3qbQgMqm1ZA7PtQ1P0m6pynT/BjAKpHQkbu9OzoNSSvcgiSCVQSgGwXQe0j2EYCPN5QbpWsjhpXcRunnq1wCc2n0KJy49HKLyEzDjjif/HBfP3of5iq6OHNTM7WSutBM4lHt27XO3jkXmfuggk+J5M3P5WjTtw8CQPpe042WLy5RMtJ7sh5A2JBmbSE5BGOU4xtfMGcXYhpKbYGBbybjx92iRNu7PJwV9T9Z+PpVBqoeg+jI23yTOzA0RvQLAj61y/OYTtgfHlwxAQhJcIImoLS32o/oVcyg3b/uocEfWJDWujok6FkTIAkko5jxapNGxQcsOL64j0Ua0IXM0nYZt5xgNUgYsA9AW+Li6g1AKPrzg40KqrUiNO/TJmx+Lp+3EuUsPWcGonlmLAnPLagLACi4HgO36Gk5f+iSomacmSuMFs9ynWLqP8R5S9mzyvNZOiAnRZjeYQZOjHzuJUFgSAlvny03QCybkhb8XtONlsB/N7QC0vtIiF1dP3Hlgi9b4MqQAoiUwt6TkWPh7+pxbliGgU6NOrleQM1Rlx5TSyXxqD1rOX74fHBOT+DuI6MdhI8Wv+Y3M/J5FBx4fwi6YvQG0yDrZz5G1NnXwh+YmFwKjamYgtulaMh0sVDSTUcTLjKgFpvx2iov8kYD8VGzAxrdjQKgsyTIB0G3zYg8GBUSxARkVI3eF/1Zq3IB/DvlJbPuT+Q0Y0olbYmd+FbqZhe/V7tUsIC9rTPR1e3YFmGJfWrZuZqiuPm377i0TuXlbCmI9BW08WbPWmJ25EyDC5OpTVhjw7S3SKL3pEYK0BxBwy50yhLT9fkBK3H3BdUM0rRW1xGIbDp2+1CUIVWreQcuWzWbzyX6tN6d2nwqfdTODvnG5rbEWOyrun38e/nkqStXPwnMuEnfXeQaQddHqs2ZGPSaE/aD7/8NiGwP4skUHHg/ClpKpQ042nJA2CTMYQ5ka0/o6mHRiovUatRJVyxgu6EpUNFOhfGBPYI0I6LBR0mQJuUUChTKM+eTj2yOF4Hc2BYGBDSxRu/DKw0wlzVJtEghTOBNhuncZihs021UQiE5cexzV7tUOX242GcnnT4Tt60/BKB0m1srMUavhgYXa1DZdr5nbFDRZgrKPrDv8q35ssN7GU7c9BwBwoamhb1xuafDyWnuRT9g9KJJ2ob9d8R/htyFm6q59ljHvhtx9lf6XzS1D1Kv4Wf27I45jKLDe/5R58uInkvfeulwmyb3L3XXJMwzvf4G0gTgXlK43E8RbQY99ZO1cinKutQIkUKxRfsCw09hm+7ABgJmX8ltLbDxh+wIcedWsNPjHv3huxZ1sPwI5RbQ9mGNuZgyYspo2Eh93WiSlYLok7//12pQ1i0YtWgaYcNwmIV9A3552mrNpYsyYfwkNgUitRNScT5byJc59WsUG2tp8uPeU+QcBVLNruH33cmJuNtU0Xq4zdUdBK+tr0FBUS+g6/9j78dSdnzlYMzr39F+ieuoRd93u5nVE8/eumuQn0txFAuCJ2+/H2cnD2H7aT96qNYbTE8VxYguAZBN2CdmE3+pzSRA8SPRZREr9TjT2BZp0X18LpJHc1+z3znvuSNuPuXqyg6vb57rPOxAyoMxr93JeasXCuHGUCPmUzRtSCJL3Krf85Pe1tL2DrFlV7Xk2FLigtQTjHUcQ0V0A/jGAe5j5q4jo+QC+kJl/etGxm03YVJB4e3xpTArGSbJykre1e13wlF8z1zeXvdzkUjpaEnCIeLYvkCftQDDhJTMhvYzYVQpj8SImE3+BuFtECrtUpfamaCfsdmlL3nQWtAaUzd85UQORrP2xMlo0HJeRSNCWKPyFOAJvYgPA0DZATsQUyBXOWCGYLIfYxXauPYGda0/YaF89WU67Mg3I1G6C6tLY5CTao+mKiVXtXsPdD/1nPHrfi4vBdkwqCghAUegJYygn7bx/PUQ+eKGOBHr5euHy/K170yGM9mnTPaQb9u0TArLzDd7X/WbUAZmocktg0F4XPEtJ2oAYH/JeZtdU6nLyLGRho/Q9z8k69FEIBwxlT8nZ+74mHBOT+BsA/FsAP+i+/zmsP/uYEzYQFvKIiITZgjSNeW0bcRtTWcORBCKJOpAypes/+xeolecJqRlG4gY0QA28rzkEKBG6NTf5v6pCFTd/jlIZ8YBEAldWypbXXUjbKGrVOSnD39vsfF1R/EAilTMpEDmfu4vk9ek1PrMsF4SGgFedaLUGa52MiaAFIQbaRV91n9bnxoUIirt64g7sbZ0BAJz51IdSH2EP4drbm5F2a6ce0/SKmjRrdJuxF8I+g5Z2L4SS3txeORYhLUCZ77xHS5coBiz24CDTluwYztoOYzQ+zySdD8Cw8TYkPqHnfZBzSy4gSbcikCxgZE2O1u64ThwTwr7AzG8mou8HAGauiWhQtOxGE3b0S/sNBqCcwL0p3E6CnhBkbeCUrPMBVx4hIT3EKVswTSDt2Ic0ZcS2Fl8I8qTsryX4s2A/y9Wsgs8rJW3W2r64msFsEtJOUNJSABf53S1lJ+fKtW1kE9kCbWbIpOdffpliQ1CwjJ1aL+wBWcCWGwPhqxOmdvYuoXHrcRNzqFC3Oz0NBuHk9SdCm3rvWpxEpYXAnw9RcMi1n+LlO+sJVxPMztwZJrxaTYJv/UzL6tN1fSwm/MyCgzKx9AbrLQtKXQTLok36rr1FYyMfb7kQWLisQXEApf16BMz9YtrsunElBHsVY2dCCWNSAMeUyOWJeyD6XA/CzRR+FwJ8Ote5eXb1ngzCYaZ1EdE5WM33OQAeAvD1zPx0ts+DAH4CtvhJA+B/YeZfXND0NSI6D0cuRPRi2JzshdhowgYQzFQkJurSM21FSDoFqVTUP/dj59GQQctT2pI/FJQC2Jm5/VrRIN3yvYLk5CrPHauwBZ8nkTPPllPEPIGyjvNVmMylida/ZCojH7sxvfiS2XsISRe00NY+Yj9itvcrXx0MGcGENoXLAWgJQunxHIQ5eyywdePpULGMTAOqZzZg8Ow9YKWx8/hfgOp5qOzE1cRq17l2Log7IdYujV8+Lz3B1VPPaPW1MrOgQQYXQUu7EufPSFvej659Dxz+sQ/UuJN3qEPDy/uZv3N2o3yuyxNysU2/by4cHcB9q8wcDIIhDQJja5aWHWVVRQJ31gYmdsWPoom85TcGkBM3sJi8F8YCtKxlJeuND971yxT7/Wn/AmEPGMAh1xJ/DYC3M/PriOg17vv/kO1zHcA3MfOHiOgeAO8mol9n5os97X4PgLcCuJ+I3gHgDux3PezNAIUJlX1EZzFPuEMsYwaRS7kJk0h3Xjb7YDEAZNXA4M82hqz/GzoElChfntNr4kA8V8mEBydseD+uiRXLEMimPDGz1o6oyb6UTZNo6L2aifSVepO3eFlb5sMuci6ZLDuOA9zkadr3AO4exLaiyyFI9K7fyb0sQJrv2K/O5PrESmP74sP2PjkLACmrCaPasr5vVXWMByF0yefrryvABRc2gNq7jvMffRce/bSXhH5NzB7OPvkXHX3vmHzJC5IaYGGpyQOV3L7lxlc1bed9zMi3Y1y39l1kwpbvpCdSSdQLiKHL5F1898J5o/XqoJbdvf2pv8B86zRmW6cw19upHzwIaaV7lQpkdmNK3rGQS7ymJD6hc/x0vNfyGJb3QgSLZn1kyo5fp0mcVzbsrIqXA/gS9/mNAH4HGWEz85+Lzw8T0eOwBHyxq1Fmfg8RfTGA58LesA8y87xrf4kjI2wiegjAFVgzQs3MLxpigpCwZuzUtA2y0qx/MbxkXyqQIiO/08lRjgrrl7HnidIkPDHDErIiBWIRNOUmmRD1HEjRT0JCKmZRBtFPSj5C3cT1tUM0eJYyFfzGRNbmyAbUNOA82jSr9Bal7XQS4cQUnGkzHX5+/5tsJ9zNItGnZt7k+Czi3kKYukM0vTcjtl0geRQ6E0CcCitPn/8M1MpGomuuccdDf2CfvJ7ATKbgamrHiHjW8STSVJn9xPE6fBTt7vln4uKpZybXfmJ2CSeuPeEm5ybun197H/kxh/sA7nguJazJ5LtQg+08ML/GDkEsi0Ppbs8/93QfyoSr5PcOzZ9gBcvV6v2zLawk415c/j27d42DlVCelGLKFIAkra5P6+5RBkJT/t7lbioS1SA5q+bnzfbyvQpxQB3v9RpwyJXO7mJmly6CRwHc1bczEX0BgCmAsgQe99sG8O0AvgiWbP4jEf3vzLy7qENHrWF/KTM/Ib4PMUEkyE2W0ldq86oVmOSEG1SssL9EX03nfJ+ExE1Z61ZAMJWH9sSLl1dFiyRj+0xKA6axBO417jxNyL9IgihACtQIsziQas/y2Px6RfR2n++w9+VsSeMLtO/k2H6C8pdJnE5g+fmSdC+7EcxueiEFI/LuDTTgUgS5qqx2rWPuNufnklpu3Cm5djI1GArXL9yHG1u3Fe6X1a5IaXCBDJLo/UzrI9GPVt8WoLe63YL9F/nIe11MuTU2z04YahnrsNik5yzvw12WiB74AklqiSp62tQ4/8QHQW5lQGUaVy1REKEjSJ8toQC3UI4na5FREi6gTdz2utq+7sGukGx/O6cKMz3c+5TNC0tF2R8ArEl86cMuENG7xPfXM/Pr/Rci+i0Az2gfFiK47bmZmYg6z05EdwP4PwG8kksvc4o3wSqr/9p9/zvu2L+94LgjJ+wcC00QQxAn0nh/TSuavItw+qVFEj5BO1ERLGlTPNZr0wowzFCoEXPBo0RKZBITejyJl1wdaRM5zSBWF5LSr5zU4/VT+8XuIk1x3iB1yxdSBpq0NO+URPJ7tuilXtq/SpnAlBB4Fnglr1cEsxmlodhgZ3YZu9PTIfCLK/s6mGoLrKsoDMpgxi7Xhuub7AdIYe/0BdzYui0p3HJidgkAMKl3XX/JrRGejs8Wsbr7L/2Gxb757R0okWofFu0/qL3M3J0c12F5idUDDfoEwL5zFffLAqV6u80xsE/Xezgxu4Tr09t6jwGs0K5vXIXZ2gG5pXwrpYukb9TEkiEUFM2ttc5Y95oNZpXBq/7CzEKrRRCIcmtWSTBqvZd2/giL83S5vg4593oFwn6CmV/U3R6/rOs3InqMiO5m5kccIT/esd8ZAP8OwA8y8+8P6NMLmPn54vtvE9EHBhx3pITNAH7DSS3/h5N6FpogiOjVAF4NAM+8u9tC4aO0rRZT1ghLK79Yfyknv8vYRz9h2s8qkLY9hwgGCaStYeTcmWl89jwKCnVo028LZjFtX2AiAhFZjduf271sCfExWfOokJDLN6ntkwLQYRJPSbuUVhNIpMMn19q24sue+PAESebE0b6XOtxrVhrbN6y3ZXd6GoqbkK/N2mrYMaBRkKQInMoJPL8us7WNSyfvTsZdZebYuf5k+E6JVp76KzkjHuOeC7tjSJA15/3I7kUurO4HRTPzEvt3phV1acOl/Ydo1+gTCIdF1UvhvKp3oZu9hYSt2GDS7FlLjTtemTkm3ksZ2rdarNET1HqKimZAQwDNhZDuSNm5xWIqX/vdHmSyT8jbLzus4N0xVgh195x83MfNk0t1yCbxtwJ4JYDXuf+/ku9ARFMAbwHwJmb+fwa2+x4ierEndyL6LwG8a8ExAI6WsL+ImT9JRHcC+E0i+jP5Y5cJwhH76wHgwc96HrdMw/4j2zBwJg6fgcUSNVAm8hLaZvbSTtQZaSwjnQ2qRJIOxzhzu7WtZ9osp6Qa+u/zmH0N8fTHYl8ARGm8oEnb39N6xykhop261oUDMp2x8HMu8qtLs6wxCFH92zeexs61J6zGrDRYT9BU06DxWB+0JEknxBW0XL8dBBhd4cmzn550pTJznLnyybifPxZeUJQWGvFcQvEK1ycfWe8FvozAk8sP90feuI6JfUW/9tDA3ZL23Eeupetptyn8uLmFBegca31Wgb5AxiHkdWLvIk4+9dH0uZEtyqTrGVJTtl3DvXEWGO2Ef3KBpmFhISeoW807zVrpq+cda6MLV5jcX5J26z4QpE+8mKpKh6hlH37Q2esAvJmI/h6AjwL4egAgohcB+DZm/ha37aUAzhPRq9xxr2Lm9/a0+/kA/hMRfcx9fzaADxLRn8BS3+d0HXhkhM3Mn3T/HyeitwD4AgCDTBCiEefXjQRIbmk8T7rKNM4cXki/kcJmgaTzrEL5suZknRdXSQ8cTlD+BetafIOdqT0JNmq1YQm06NsktDWI3C9NXcF4CNp8Ho3vTfgHhiH3LDcDD2yLdRWi+o2zWhAzTDVFo7dSAcul7XWRJNAm8b3t23Bl50Jyzu36GrZ3L8HoadBmZHlKnwroXR+ByJWG0c5k6mMynKsk+DezvqW3qGBmX9IknrS3Iqm32/Ed6nGRdEkCJbMu2iS8n77m6YIMhXq6g0sneuOOcO7SQ5hcv2gta3oCM9myz889O1SAcsGMzXQH8+kpzKudpM9WMNMx+4QUyPu4ARfImp24LxPGrU/AVLhv+T1it5CRcG91VnjzQZKetHm9jMpAaq1cM5j5SQBfXtj+LgDf4j7/LICfXbLpr1y1T0dC2ER0EoBi5ivu81+DXblkoQmiCB+R7U1Gfj1bjjnUqd/Zo0zeSV8LA7DL9JQQek96mO9z+F1EB8cVwADjFp3IJ/d4EnuNC6X+liugS5pOI0Db+2Qm5oKvWO4XTl8I5BtivlucZ1vY1BEg1VqFTauQIkcqamaSrIP/0qogrh2Foik+uGA6tBUQjAhii5H/VouyJk/ZQfcsvBkc7UUX7C1wa50Xzpv30+6zROGTNQYR5X0tj0mhySX9GniOFTU/axpOj93bvg171YkBB7v3SLqVEMeWAVBvnYRREzTVFuaTHRjSqMwMuplD+eVbHRTbpWSVW76XnJYNOR/skyRb45XtWvb+Wny55qI1o1XoaL24iazzK4OZP0pEtwN4FgQH38zLa94F4C1kB3QF4OeZ+deI6A9RMEEMQgdpF+KHw6dO8i6gTTDldgb5keSoy1J55O/er93djiDrZVJOSlI29adr5MeWSL1EkAQubmdXSGJVdLkt+k2dsh8AKWr95mMUvJ+wXVrWJKb4QIiIPvTc7VKZORSbEJVOzCBlYyXINDBsjeGh4A6QELahWMc5CDu5Val0vTLNK3/kQ0pYyrYOSLMGCkS6QDDgZdLVhmCF81mz9eLp0mepsHunWr8rjabatv/1BAyC4gbK1DaK3DSBpL3lJaRYeQ22JLzv43pb+zjLlRyPBFFRMj+0wxq4DhwHwiai1wJ4FWz6l78iBvBli449EsJm5r8E8LmF7UUTxLKQmpHXgMqDqky6ZW28fYzcJ9eufTt9/qXYYnvStZKzIMbEBMuRrAuRxLbRZYLNqEzWfcFjPb5HSaY5saYmz/3bt5aZKNoR7LJOeHBII5bBi9HJJeIGxOTuvQ8+otjUoe1pfcOa30NtAIRANuViEwwzoNL0v2AGV+165oNSreQzyknoAJTnlTWqJTMFlhUulkHZb07F93QwegiSQdZc7oQ7xQZglzImfdZOo/a154OFzUQytw2WY3ha55UCdjaWkq77edILrDLzI4sOz+e2dT4nwF7qIQedrQtfD+B+Zp4te+DNlta1P4j0JV9Fi4jAXK5c1DXpLUPU9jO3tnVCTAYsNTgx8Us/dum4dpslTbhA3NJPLSADY1rmbnn+ApYjzFxQKB9buo+LztMXTCgnnXY7bVNfjPiPvuRBxO00Ym1qnNi7CBOIljLhwJ+XQ/6+Uk6b8QGDRIGsjbAaJK6WHlJpjedMg+oi26RwyzKEvIT5fKn8XR5eWvUg3CxFM/wS5C1dF11jUsbXMMXa9n7sUVjjPrpNOt1KQyLiZT/CHKDKv+d9dWZx4yw9fh5SqA89pQtAKyZjQ/E+AGexKEargM0n7B4iS9Ig/MoybgLtI+BFqR5xW1tDz828RS07ecl8YQQ58cMGigwBlYWRWJs4yzmldlqWNeGJlaIyLGvuStLgVlDlDtq8VipY0nfunLTtOMq0E2G9CcFvwTpBCVmX+sPuuRhF8VkTOc3KfXcmUIUmHUeFcdd3z3rJO993iPl5P+RcOL73fVvmXMsSSK8mrFbqA4iSqmCAvZbgl1YaDAptKy/sy7oKvmYEiQIqMp1LlsUFgoBX7k+3Np1fW8mXHQIUE1cY0JTqRxwCjgdf458A+CMieh+APb+Rmb9m0YGbTdgFU41ElJa9CRlgahf3aAdtxUkw+JFKpx9o0h1i8itp1L0FKajtU7p+8gJm1QkobnDq6qPw1dIYSEg7N33HlKH4UnYJIIuQCz4Ejv7sglC0ainD/JnI74vbZAy1CfuCODHIpq2teGHLtLToKHj5tB57Xi802c8AYNw8rIiDAOdLYtoCFtnKTRmG+hFLbSTbFmi7Q8hriKY3VNNNDl/0vu0jSK4k1JTMvn24/crHoedpdUlv1lZkLSjMRlizyJK3f8fyMazs4kFBKHTWl9ZVLrjspZ9HwXQe/dpGvLuF+Ik1BioeI7wRwD8F8CcYtB5qxGYTdg/aL6A0ES8KMPNrMLdrkOdFVQ4czoSfp1+F38SKVXl/q2bmvhtRpcuRsHAX5NHett20wIzXABmLJ8ouUo8mvrbGvUqgihQkZAGb9nn7TOBpe8PP13aZ+Mm2beqPJs+IxZpweg1eu4ta7yIf4RBtO/axEBBV8ucmG/bhFukgh1b0fo+AuIwLZRns16JDzDi9+wSq2Q3XXrRkkU+TcsIX2wIAbZL176F790F2YaKweJALavR52PvrcIeFIyPq+A5Rcsx+7/d+cJhpXWvEdWb+V6sceCwJu23aEZHY3lS84Hjpl5aTSJxIuycdud+qk0FIJ2qdl5IX1hKf3XGydwWV0J6BmBomTba5GyFEtUJo4LBcT0LA6XpREy1hARYJPHlBjS6/t7/uklvCPz8vdC3zDOI1WreJN41Tdr9CH9AmojymQfYnbs/JkYv30Aqbrn0uuyzWhaI7p7DPsm2Gz32uCfHborHVHyQ6vD9y2zJtERjblx8D66pIdjIPm5VulxX2CgXFxWL8sfkqdUy8UHCzBxfuWZe7K/Nxd9VhD+3m7QhlYJ1Yc5r3YeI/EtE/gU1jlibx9yw68FgStkSaL0iptt2FzBw81ATZt/8QJIEkLjCIMs2sFWjSFTwk++eCoWo9hXEVlaz1oGkRpLwaf15P3Cz84a0gGKFtdl1/fs88cfVpy10Ycp60tvkSftO4BX72LFfpSoliFauBPbZ9Tzuvr8MsfdB+/4X9WMM5u4S5oeS9rPVikfWl6Krqac8eF33XngyvnbgDM70d9jlz41PBohXcImzXDAgFSJwhTWYUwBdA6Xnn45cstmcZrboovGfm8RIOgU2PSZT4C93/F4ttN29a17pRSqXykmv0JXYdTHZ6GJAuUTL5rmwu8iRdIG0ALeIO5/J9y3K7SyZIX3whh3wxLZG3iTV+99fXnshagVny8jJS877tkrbZb8721xW1X9tuKizEvuWFH3qWB036IDX5lJjbC56Uzpu203d+f8+T4zILS5ikVyHr0vhdMLlKUhtMzEtqWJ2uFBH3kGMZzbsLQ69n4Vwh2/NERyrWfCcXI+Kjwtng9PXHow9baOG+aE6JdH0/wn4dz7NlaegL7uswf3euFXCT4Dho2Mz8paseu9mE3WMjaRcjcdvFC9hXGCQ/tjjYUZ7QW+ll2L82UsrVTkgV2bl9fwggYzUFTeXJx6cOyUkkEpD34TfISbwVEe+18sxEvpyGUvAVJ/euHIUfV7Fqa732P8CUBd71kHcqpEjzeFujKgtBKtmn+7qddi217ExYsz8sthC0T9Az2crfOt6h4pjf54zZ9axb+/WQdjh+CVdMqR9d50/OqzRggO3ZFUzn12GUxrWt29vH6An8Ai0+fx6w17gzu4xt/2644M7OlC+v2fs4FmTrUndeUNSoFwaZlcZmQavOx88iU3ywDqwRfAxUbCK6C8A/BnAPM38VET0fwBcy808vOnajCZsQB1Gn+bDveGpPHu0CEx3aSVcQRoem2zVB9JJZ7mvuqWrV1V8ZvASOQoosd8qsQaTT6FVHhDLvl71W7LdlVghCe7Lou74S4Uszed7G4iCx0kpq7b6k2QI2Yjy27fsU/d/2OGkeH+4zTa0FZe1aiXzb+MMKAV49BN37XHLzaek8iybiFTSx0v1LhdD1BHgu7cJw90dxXRQQGIRrp22N8Um9awPDshK3gRCzMRAFTuXerlipkdmvid2h6Q+M2g/XAKCVBjpAsBwKm9mwPhyjwilvAPBvEdfc/nMAvwjgeBM2gKL0KbXDgFbEa7rARQxKc7svisQsTa6lSS0j7XC+Vf3cHaS9qM3EEuDIWlZTMkqDWVTWEqQsc0hJTO7JvXeSeW/BiUXCS4eZnBccJ6+9S+NtTbRs0/yM6rp3lsjT7ZG08/OW0GfalzEENu2wu9TkSibvZY5fEeF5HKDZtC82BGiT93607M4+CO2eYU3dclxXZm6p1ZWaZaKw5OYJWNI2HSmZOVnH/wbM8VyMBeZ4P8aXEaSoO6CsSNaFueuosckmcSKqmLkGcIGZ30xE3w8AzFwTdZg/M2w4YXN7QficrIXmkmhqZFfBYSKbPiEIRwacDOtGObo3vJxZFOW6Bv9QQSCQtV9IAK5EYkbcIR/Y7cPZ0nqJVih8dunJCgFylBOh3F8J0vbXlEdYt0modO1d98NaDuzvttoUu7KhhJyUU3SZvof44WX/OWjVipsiWa+qSZf7Jw5dxRJ1yJN1n9l8v1p3l9WlNwANLs3RCbEnd58Ck8Lu9HQSTGbb0WjUJDUtF86bu1v8Nk/S6fiX/mvVUj4GWQp6yLq1a2nuAtrjrlULIbp41gWz2Sr2OwF8HoBrRHQe7mYR0YsBXBrSwEYTNjGD6pn4npGz1xBLLwsRWFXWR0Vk/6tMgyWslEqT+09XGfxd2/pM4otMjABCrWLV1GF9XakpkfPBJSuB+evw20PjeboToStoJUw8XaVP5fUJ82E0S6fnKU1SuT872VbQxAJxg22abELaQxCvLabAdWnUfiLm1NWQjc+D1oZLAZid+6yanrOMaXZJdN3TojtlH2TRCrSUWnZ4fw3kojXbsyvYxpVwjCENozQaPbX+7LBGukn6nKciBrdIydUEIESGK9h3NoSQl+NEuuMynOAb3GQq+S1FSbArtymVpGWzPZYBY7M1bMSJ5XtgU7ruJ6J3ALgDwH8zpIGNJmywgZrvxkHOBmTiAILYHkDKmnVVBda1Nf/qiZs42flxhXmXgLj+8HDfpURRAu4s+tHn8y1ri53tek3WbVOmATXzqF03c0faggwVISflANWu5JV2xglBRIHcpVRvlAaRKQeneGJPBKY4UYbuJOTdPUlFjZxbpJ1r3sQG2k2cZtE1li+82AfiWHinJCwcKkrpeHLCl/eyrzxpR4xEX4DcMv3rOt9QTbiPtIcGP0bXkbDSZecpBRUaNYFJzNxRO/ftqUSDtpYWX0c8Ed58ZkurkzYvu0TapeuMzyXGb/h20GNyH/QEZZ+5Q9g4SHTHGG8K7iCi73Gf3wLgbbC3eg/AywD88aIGNp+w967Hp8jGRiW4yReGWy8bSAHKEgtpDdITsGnAunLEbRJt26pg3DbjlkZOz0Q1ZMIZMpl27i+OiS99lIAtQdeWsJs5qHFr6pomuU+Uty1NUEpqzirZDu/LVBVYOy1dxWIRILJmd6mBS7MxC7JmYR7Mg9kWmMpzDMrx9gINGpf76rVzYc4vPrcYoCYhYyjCZNxz3vzYhQLDMmOvpIX5cdI1rlZY23hwANeCPhZ/68jKSM6/D6Lu2l8Sd7JcbBDQ0mwDdmNcmoZleWG/3QtyXURtz5O6nAZdQ3E8xTr1qQVlgH+8A7GvGVF7q+bawHZVu82FBnAKbXlowELrFptN2IZBs93wOdGoBQmxq2dHKpIN6RqoKnDTgKoqHqsnsX0FgN1L2UOgYXIbMJGWTFf7JmpxnJ8Mgrk6+KprUD0DzWdAY78n98z31X/2hI54/1q+eHE/oZxbQWtAVfae5uTt/nzsQJ5KErTv7FySvNtadznKVd5bWQ+8qGX762a70AbYprCxWOrS+xFbt50U/OQsiTp3i7TcIT0TT38gWwcpDmmvQNRdvtVO0u4xmy9N2kMn34GkXerPfpD4kWWaIux7k9f6V6aOGrOx4zUPPmu5QsQzad1vjuRuv8fx1SLL0vUucod0pPb1xjlIy1SYPw6LsNfe/LrxCDP/8H4a2GjCJjbA3Pmw3eBhk5E2EIkHiBO+1qBag7QG6glQ1aBJA64aME+DqdwAUPnckPvsSgGWJRLvIe8+oh6qoSVk7TVqU9v/8z1gPgPV86hVAwhlEZUltdBHReC5uJdN07JYJPfTa9lag6oJUFWRvLUjbB2J22rawp/t/d9+pSMg+T3WPedE67Z+cU/q7YVdpF+7l7T9fQ5KM1vXCRDT2bhNmJLIE6Lu86cuME8X0WFJ6PZXdlhfvObWdRpBhvlSoqX2ZN+S3wZo/EP60NVmb2DaIqJaBh0BkgRLWFLzDq4mxOJDlJeg7UtDlVMKZ5kcudCVEHZbKGwJin5c9gVtSc05ay/Zns2r0pq5fh/2RmvY+w702GjCBhg8n7uPmWadE7iHMZGBtQ4kg6oCTSagyRRcTQA9AVcTqGoKoyeRULJ8xkT7kyg9Gi5Pfn0aT7g2uX9pAmGXfiX808H0bRqrVXuyBiLBQsdrc0TL1cQe5wm+mdv7XNfWkubvKwBfLtFb2EgpcD13ZK3DNmvVcOfSzk/s778n8MyU7n3hyV9O3gBsSUc/efpSp1E7yknb/uC1a1lZDmJCFM+URExyyUyeKy4dE94iIumyqHQWpOiKtu9pt6tvXW22UvVkn/Lzyfs+0KTeJTwUCXnoPTjISb0n1oQyszJlJu7897hfKliGgE9P8qENjlaynKAz4o6NZRqw3J4/e9+HjuORHw/xXCRpc+HzOsAbv/jHl++3gQ0nbLIEIZ+iJOumAYyxUpkgbrm/1f4cmWgNONKiycT6t6dTKEfeuV+WJIkL867tWVoZLGhIfYVPChJynkuem8f8ccoTdF0DzTyatIVQwvpE7Aspp9E6LVJP7F81hdEVfAS+mu9CzWdAvQeazSL55+Zy3++WOcLvY4Cmbu/ntXtSIKVDfAEyrdxUW+L+UyRvpV0ErX0eBkg04a5cVhmIFkjb9y34D9vHhM9QUQPvCkbsmuyHBA9m+5c06a7gsN72E3N9/+RqF5+Iy4Om5xC+0XBAet/3vaqUP1f+DLNzDkKfRWBZlNoS5mllmsXapnsHZRnTZdFy6QAIsSQAisNDauulNnMNXGrdzGBJ2GxATMLydrAZDiVssobNzE/tt40NJ2y4id6TgrKztTJW4/MvkyNrNlLzduQ9r0EumIoqDeiZJe9qAkwq0GwCVBNQVRWJpG3O9UTUJvEhi46U/FNSqiYTfcuJD6muowbtXyo9sf2Z6FTg8P305mc3cRhtrQm1noLYoGpm0PUu9HzPkne914oqBxBI30awIk4gLKL2HdG3AgIT64cN+iJqgFpYQbSG1rPEpM6qsoGC/jtrGKqgVEF7WBA8FoNmOKS9Ud/EJiwtMnhu3xio9frzrhKM6HPqW+Ms7wopa1XoGbstn34hctq3tTT67mnBNbEUVpzz+1wDhEjWiaVLarbO2mMDXO27ZtQkEHbij3Y+cCKXaunmBgbaGnbepfzeFHzVfZaWJKjM7SMDy+S8w8zpe72m9D7APrbNTsPePzabsImsr9Q0IMvadqLwkxLsQybABpcpBfYmYa95AyG7geYUtG2qZs4fa7VtT9SkLWmTI20Kpl0XIS0iphMyl0Sew78Q/mVnY03SzdwG1pUCxPIXtWkyy0EFTOz94cnUaqhOew7L/Yka4kZVaFSFWk1hXK6pNnNMqj3oyQy6mUGZeehryb8st0X/W+PyvuepX9001hpg6ij1e81dXCuZBqgJ0PNgKbCaeAWubGS/0RNAaShVu1xqMUSkPzT3h8v7DxP7KM2Q7vfS2JPPFygLZvst9wiUiWLRohQtLdqTtRQE3b1vmVVLwkhGAoHQk5NS+7ck1mMxyfber1YfVru3g8i+FFTXkUYoNeuQNun+BwGXDVhr1KcvoNFbMNUUtZ66IiuyDDCDuOlN95J9aY3RzOoDpOMnOa5A+sl46VAeWG4zDUjZ62RvsRqxNmw0YTMReLKVEBqZBmhcKpFuLPHpyppjG7c8XdPYYVU3wVzOXnoFXJ62NXlarVtbE652ZnDtiFtRNDkTgXQV/bTOJwtJ6EA66fiXxvuX5zPr/20aoLZ+42DO91DRF2xJuQqCBE1iX3iyBUy3YbZ2YCbbaCZbaPQWGj2FUZUt8EAVDGk0qkKDCg1rGGg0rEDEqFQNrRtUPIfmOuSQ+iAvQxqGFAw0DBQMx9WJbKmHBpoaaK7tn5lDmxrK2M+qmUE1cyifbmYaG8nu/OZomph+VtfumcV7a4MGJyBnPWA9gRLmwSQ9xxOsMKl7tPz/XX5Cr134x9cnnIXId8LSBF4IbCu/AOVYhuT3EkF7odBwKjD5a3MWE8oEki7CDRaWvP+FAMB2h/u09A5i7dPelyB8e3z3+Uu/566WIBiF2JE6dT/4GBLnnnry7KcDgHvPNOawWSn2DWqgyEDBhPdNpgW2c/lFvEX7Yrvvg8hqyOsE5BHsrTLGnsjde0LNHFBNvNY1atg2OP/WVrE3mrChNHjnZPTX+hdDTvQ+ItpX9mqsaZbnc3DTWD9304Br+5mZLUnO53YIzxCC1LzP0pN52O4nbkUuwIpSYnVBVwAQAraaBlzX9ryyL+Ha7PFq4vzpVQWaboF2doDtHfB0Gzzdhplsw1TTQEByfetGb6GpttDoCRrl/qiyf6zRoELNGk2jUbOGYYJhhYZtbKsiA0UGmhjkc5OZ0Lj9DCvUbn9jCA0rGJcKpYihyaBSjIlqUKkalTLQlSXxCjUqqlHxHJWZQZsaurGavK53oeuZCJyr4/MUaJnIhY/bo8uPmExAieYphSPtH5m1FHirhxtf4Sw+P13443stLqETGTkNMCMXNaMeE7i0yJQImkxtgwmlZcOfW15Lj1ZanKJzEpfda5GsOJ/83kem8t51CQzhe1vrLAnQuRVskcCVjC2RPjk7dR5Pn34W+vDo3gXs1o6slUFFBpWy71vl3jv/R8qKwUAk7aApg6GoTOglyON9Hfuo3cf/Mp+c2ASN3wt8vmRx7gJop9QcLDbYhX0gOHTCJqJnAXgTgLtgRb3XM/O/JKIfAvDfAfiU2/UHmPltfW0xKTTbp+IgcqZWr7UG/64MlGqiNMiOxDGvwU1tCXQ+d+Zlp3k7EgesWT34vvPoc98nY9LAq4L/KPykNajSUNMpqtOnQDsnQFvb4O0dYOtE0I7ragqjp6irbcwmJzDT26gxQc0TzNmSLwAoiBfd1UNiJrjXEuyItjaCbI1GLci2MbG/ijhxBTeGUBtC3cS/xgBaBPEa6wq2weAKmFSMrYnBRDMm2kCTgVIMTXaimajG/uk5JtUcE5pjYvZQmVma1+rJJ5i17VKGvrqUcTWca5oEbT+514hCh3LajDZe869B3EA381Z5SDINFNfWCuCD8PaugzGLQkQDENdITyi0VB8jAURS95/l/p70IbT3fAx1jKXBIIVY+1yk6gnhNUAQdiJ0ltDl7wdagYntLmUavCoLNXEbZV/FPiojZ9Emye+yHXffc+GKQrxHjIOgrtvuLTe6gtHTzmtlKPzxk/dhVpO9vcSoNKNSDK3YCrrKvrH+PfFjV8HuH0g3/IZI6FkHW1q5ayvMCk6wJhi73f2mYLd54vbaviRymXPu3xPOXFIHjQ2vJb5vHIWGXQP4XmZ+DxGdBvBuIvpN99uPMfM/H9oQK4351ukYKBR8wNwybZIPkJCahkh3orq25mhnivYTWKKBO0GA69QE5SckT/JGTN7BvK7IasyVhtrehtregtreBrZ3QCdOwpy8DXtn7rD+LVWh0RN8qroXRGy1YdaYNRVm8wqzXY15owKBNoYESTI0AZU2lgP8C+1eZKtF22OsVgxHvAQbkxc15ByzmjCvgbvP1bjjxNUgBMhJwhcbAYBPXj6FS9cU5rWOfVOAUnaS+vTbnoAmg4uz07hidrBdzTBVNbbUDFrXUJUJE4c3tTPImd7tebwJ30DBGIW5sffKWwKCoJL1zU5UXvtvMFE1ppM5NOpglvSTVGIBqPdQbV+Hmu9FP6WPOfAWnixPNZ7UkUX4fd7+3UfMG6mhx7WVh2qGSbOJmdNEjUg1YEUgV8rAx3wkWrYk65ImG65RF9OA7G5OCOkg7rjd+1dl/5vsPBlysjbCGkYKUC6GofH7irRG9tu8WVuBdepC8W4UQGjXImZB7ru3dZtVIlR7Wn2yPo9PXDoDIsaTl5V9NwnQilDp+G4Qxf+WiMVn9z9/p/33KJC6bor3UpK+vXwTyNlb0BTiNi/0KzSuT7bWuWLxPxC5CX73vJjMQSJYP29hHDphM/MjAB5xn68Q0Z8CuHeltkihnuyEgROCnMQElRenl8FMQSP3qVD1HORyj7m2Ocw8n4Nra5INZnPdhJQxAC2tm42NQidnIvdmbTWpoHZ2rCZ98hTMmXNods6gmWxhNj2N61tnQy1iA42rsxPQ1ODqfBvXZxXmjcLujDCrrWZrDNBEN3gAKUArjUkFTGzWmpXaM21ZK8a5U3MYJqcdU2+KZsOEeU04v3MdFyZPLnw+81MaU70NpTgIFH7SmagGJ9VVAMBE71idz00wDSuAKhiO9ZQ9YUurgYcncAa5Sc4Hv9hPBgoadn72xM1sE5Ou3NjBvCFsTwy2qtoSOBloZa0BFdWodAOta1TTGpWZYdrsoqp3nQVgHvzwJR94K6DLDpR2lShBBj72oRXVH3zk4j9SgvH3KowFUeIy+CJl8F/t4h5qbc38MstACgIF7bcVeCVRSA8iIDHRLwfdbtNDWiwCUXe4KUKHowaeaNbOvRI/Z/ffXXcItHSBm42e4vr0TGfvL+9t44MfBbRWqCqGVgTtwlvs+0mOqL3mjZSUw/dI4P7Sk+/+8pJ92kSvyGvXnpztMYpMIHH/OQiwnsDBzkzv/O5CA99X9P4ALD1sjhmO1IdNRM8B8EIAfwDgJQC+k4i+CcC7YLXwpwvHvBrAqwHg3nvuwd7kZGKqCWsMFwI1ZDCIMvMYvdzU9n89A+Z7MUWqmQMzHwSVadw+RcyDY6qYL85CiixRnzgJbG2Bplvg7R3w1gnU26dw7czdYR3dHAoN7po+DgDYbe7G7lxhXhP25oS6iUQdLJoGaAzbgmSGcWPXYGuqsLVFqDRhUhGUm7sqJwRXW8BnnPr4ag9vAO7dfhT3bi/e73z15HIj8QDjWj7cPAtPXJ5id6KwPbWajzdPVsok/kVNDSplMNFzTKtZElAnTfjSF5hH+Erfn/Sf2+uKROyJwpAgD+cK8HWr8zrWHj7oD0CIOg5+SCekBjN/M4ea2HgB9jEeQDozFnzH+SIxnXpPCMrKiLoUgd83G2dV9lrV0HJizgWfJJq/bRaXhXrkMwj3n3zOvwu4VHYJWkPKumKUKGlcwKzRuHhxhqpSmEyVex8JVUU2c1FRJGTpNSHKyBkhlkYJEveX0iJpQfJSc9f+vzfDkwlauidrLbRte4xJTOleI9cwUNRAKRMUjnVhw2uJ7xtHRthEdArALwH4bma+TEQ/AeC1sO/+awH8KIBvzo9j5tcDeD0AvOCzP5evq9NREoTIMUXbf2N/MyFlKUQsu5QlPd+Fqmc2UrmZW6KeOsL2UZD5RObfltwH6Gpr09Y2nn7gv8KNyamV79W9248NIj6Pa+YkfuptO9jenuDEiQpbWwqTiSVtIuAlDzyNs9XFlftznHD/qU/ifvFo3vvEfdidKWeR0PYxquhjJLAjbeM08QaKGBOqXUCdn9RSgVH6BqM/MJoXASTR9/Fz1JqF59FuE5YGuU65R5hs3bvhNSFt5sGMqZt5QuIhGA/ICFJU55ICg9DsS+gt2OItYPJcXUGCpd9zF4DUil3fJOEu6iuAeD/DNerwHGxWRMyqiO4ZhS3c6G131ihcevoaqonG1pZGNVGoKgWtCUqT1bC1j3tIY7c8QUtCBwDlyDwhbS+3kBAASGrw0drm3VN+rOckrvyYVdF/DqTmdRmYqsjArLl4ymgSPwIQ0QSWrH+OmX8ZAJj5MfH7TwL41UXtNKxwqT7dkv5iO6lv1WseRAytbaCTpiZEKlfNHqpmBlXPgqlTpmlIs6TRFeZbpzGvdtCoCtP5dexcewJqdt0RvvW9feqZD2Kut/Z3v/qqoxXAIFy5eAPmtL/+Ct5YxmxN28u2eVyR34fPvvCJ4OuW4+fxvXO4OttCbRTmjULtF5TxYy9oLanfEIjbw0QXAn04mBcJHAmAvd89uiikC0D64v12KRj47z4YKQYiuqA/3aSmzoIAEVOG2uMkkBmkGb5t9khShXyfknbb6UVdbSTn77AySFKN1ghKXASx3RglXbrOENhILuGKNWpUqI2NI/FxEgCgVYM7Jv2EXTeE3RszVLVGPdeoJpa0tSIo7YhbRW2aVNSiQ5+JHCG3iT0QtAKUoljaX2ju0vzuCTv+zsECpxQnpnZ598L4Eu4tP56VYjRmnT7sMejsKKLECcBPA/hTZv4XYvvdzr8NAF8H4H2L2mqMwsW9E4lPBmgXyDNu39u3ruOUvurOF1/WPWzjEp3FZFJDT9KgI79PQxU015g29sUM0jZVNoWKKtTVljV1Ik4++yXrVbCjbuDrv+buaNaleQgyAYDT1fVD79OmoMK8aHI/N72C05MbCZlfmp3Ebm1fIWagZrK57B3R9lJr8eZHOVajfx2OvKnt/u4jRmkOBSdChNSC8kAjv42UNW86USEh//z8YSUzKUh0aPn+fkmBOrFC9BAngEQo8ARsj7bZAEngoRd4jL2K8AxyS0dm3gXFfeyzcHEOLojRZ1QYAOenl0M8hRLXtAhNY91mTcNoGoN6rqArmzqmNVkXGqVE7Yk7bPd+bhVJmzxB+3aI3f9YAkJrQBurZdeBmFMNPGrkkcTDc0wEh2hmz7833B6fB4lbXME+Eg37JQC+EcCfENF73bYfAPAKInoQVux+CMC3LmqIiLFTzROiztMaADu51MSYqhkmPiRWoIGVlmtoNFCIU4ILJgOhNhoTqmGqssmncZXCbgZUmOO5Zz521N04Vtim69jO5iIzUZiqSRhzPm2uYcLcaFy6MU1qkeSRv0CcCJkhotl9W5mLt2MyjFHE6XedCQoyXUgGGeUBR14zL71LEl398X0AkJI0ZYRN7fxikCV8KcrIYEOf/+/TEv39tsRKIQtCQvpnvRk3T5OSffPw59nScysEKZv9MaW95a1eDJja2OBKZpiaoCoNXVMgYKtBSzJ2/6VW7fZTJD4LEm+M/c0GlVKIZ2QmsGKwJpCJJOsJvTHSRx6JW+Kus/MkcC2HFYTWy6hj4ZRDBjP/Hoo6DHpzrkuYqjnu3X50332a0AwT3SbyBOsVHEdsIG7TF+2S9AXMeAvXZ89AbQh7c+WIV2oxqbvGk7OM1pd57UBfkHTqr5TmyiTQyKX85WlCfZr/MqRdSiMCEEjS7yMtAlKrLaUHereAzwSQ5GxdE5HYjYkCj09blMFW/tq9D1eSj7x2ef7aKFzYespaXg4AzIxm3sAQgRqDWpF9fj6jhFKtWpK3J3NpGidliZmcD9yY6Av3iP5wgmG2pnEi+Efn/d4syBoKANssk0rbe3P/6YehkdUbyDBVB3OfSmDmMejsqDswYsRxxJT28PyzHwUAfPDys3HpejSdN468JTmH9DwR/S/WqkkIXSL4PD1hi6AjH2TkP0czaDuCuPU5OcfiSVIqY6U0Iq/ZA5mFIdNqibjlo88r6ckCPsYQ7jpzA8/cfiRp5+M37sGHH9sJwVb5dXvS7rJ8yGtipn0L7ESAqhTYsP1jRjOPWronYsBpzh1ErrVKyFtpy66+21pHAZAMAinbscOJ1kxivEjzOFFMB73n9hu4b+fh/V38AWLUsEeMGABG9+pQI/qhnJYXMpuCxhzJWqbqNa4gX92wL8xnJ3ifcZVXzCOR+qOkDxLBl+n9mF0RxPK7bTP2PT1X+XMaHJX6NvMo+/hb1nZHgFlXsZ8XXHg4mPFz3LPzOJ5xn8gT7xA6PnH9TjxycRuVZle8xJLdbTtz3HfSWu/UAYx7RUA1sdNtPa9hagOlbBCVfbbtZ+pJXFUKiqwJHTBWAHO9IiIwMSjXqh0ZB4FNW6FAppD58fBF9z+KScGCUHIT5DjseWEk7BEjBmAk69UxqzX25mkgjzR7p35qq1HXDWM+Z9S1JeqmYWcSdPuJiUtGFCfmUq85qejn1KGWSInIhUkUcbKPbSN8jr/ba5KjwwZ+AXef3cX5bVsR76GLt6NSaSR7CdJUL++JYatVG6dZz2qyefAdJlqNGhmHFXHnzkVU6gz+8vETqNwB99y+izu2Ly00/y4DIkYV4l8q1LCk7SPlW0Sk7DPXWtn9KgUyNvfck7NS5KqqWjO4/VNQLlXM53pr7Yu0xFoMpIDtKfCCey5im3ZDSuzS13WY8wKPy2uOhD1ixJrAUPjU7DyuzxTqxpNRZBFv5pbmbqtZ2+J7sxljPjcuqtgRdkhHbmtkQBpFrHR39LBSHDRt79OUhB0WnaO2f9NWpbPnveu2PXt+EaDphZFz29dwRl+Cgca5EycGaWz2WqIP3QC4eGM7RM97a8T8gLj0BF0DtoBrZydBmLp961qowndQsPfcaszMDBa+96YxgFpNe1TkfNhEroqafe7Tif0siVpr4J7zTfDlb0+aQRULbxYwRg37liXs427iPe7Xd7NixlswIhLtA4+ciWVZYf3XMpBMEnZde3O41aznc4PZzKCuXTqQ838C7YpP3t8JSIKmkN8ro4eVIGoi6ysnAramhOkEweerM79mLLgR/b+fdvLhheNMocGzVvSD1pjgyt7dABhkolBxkDhB1/DcM9cOttEMU21w5uwOAODyxRst4vGk7VEyiZOrnqi1TQezmrSC0gqTif2rKls9bToh9zn6qHemwGfe/nAxU2YzMNYSP/aE3UVcx53Muq5vJPL1gaHw3sfuxWNPxcIUVWX/M6cBQLlW3RhY87f7P5sb1DWjri1hN42BaRhN7Yr4iImrFEHMrJw256OGVTy/M4kGQcIR9LPvMviccw8d7k1bgL4UxVJBlJsVzz3zMTz3ZbbPP/qWc6DGQEOBlAJrA+VytD2R+8AzrVUIOrMFVhSqiYbWhKpSqCYKk6nGdGKrGXqynk5sCWIfIT6tgC+89yOb/e7zWDjl2BP2Rg/QNWC8H+sBQ+E3P/xpuLHHABjaESdgyTiPvAZSE/hsbjXqeW2163ruidpFFRs7WVnits/QsPdH2okdUNYkLouZGHbeSRN8qL4C1pnTGl/xvFhL3qdebQo2dSx/19eWtflf+E934JMfu5Tk7iutgiDmteqqioQ9nSpXelgFC0mlga0J8OA9j2FL7YX2N/V+jYg49oQ9YsRh4ep1S7ZKAY2y6TWf/8AlKGI8deMEHr04Db5f4/2xykWIN4x5zdi90WB3t8bebo3Z7hxNY0KFLABiFThr2mZlI4a9Fd4W1Yi5uS/6nG3cfdsNW3qErOPXpy9pajbYPLqZIBhsUbmM6Ve8aA83HjyFy7tT/Pt3XMtWDo05194EXlWEycSS9s4W4dPvnuPCiWuh6M2OurFyMNnNitEkPmLEiAPB/fdy1KaJQWRwfvI0FBpMTtSo1CmR2+tyjA1hVmvMGsK81pjXFWb1Fua1DazyQWaGOakh7X3IjQH+6N2PwzCgtcFtd57Cc+/fgnaT/aefv2hXQxtx0+MZW4/ZALidU7j04F3JbzJCnwh49EnGxYtzVBXwwLMMptrgGScv22I+xxRj0NlI2CNGHAgIBp97/iOdv5/Rl3Dm5KUDP+8e7+BDHzodUrWe9cwtvPTZf3Hg5xlxeDipruKlz+6PUv//tj8NfzrT2N5SeMHtD90a5m4eCXsk7BEjNhhbdAP/4GukifWxzn1HHB987vmP4HPPH3UvDhtjadKRsEeMGDFixEbgVtewNycvYsSIESNG3LJg2KCzZf72AyI6R0S/SUQfcv9v79n3DBF9goh+fF8nXYCRsEeMGDFixM0Pl4e9zN8+8RoAb2fmBwC83X3vwmsB/If9nnARRsIeMWLEiBEbgbDa2cC/feLlAN7oPr8RwNeWdiKizwdwF4Df2O8JF+FYEvaqFZCGHHfY1ZXW2aeb8VpudmzKPRvH8noxjuWjwHLmcGcSv0BE7xJ/r17ihHcxs1+39VFYUk5ARArAjwL4vn1f3gAcy6CzVVMchhx32OkT6+zTzXgtNzs25Z6NY3m9GMfy4cOuZLd0n59g5hd1/UhEvwXgGYWffjA9NzOVl5n7dgBvY+ZP0EEXuS/gWBL2iBEjRow4fjjoWuLM/LKu34joMSK6m5kfIaK7ATxe2O0LAfwVIvp2AKcATInoKjP3+btXxkjYI0aMGDFiI3DIpUnfCuCVAF7n/v9KoT//rf9MRK8C8KJ1kTVwTH3YI0aMGDHimIGXCzg7gKCz1wH4q0T0IQAvc99BRC8iop/ab+OrYNSwR4wYMWLETY/DriXOzE8C+PLC9ncB+JbC9jcAeMM6+zQS9ogRI0aM2AgY3qxAuYPGTWcSJ6KvJKIPEtGHiWhtvoARI0aMGLFB4EPPw77pcFMRNhFpAP8bgK8C8HwAryCi5x9tr0aMGDFixIijx81mEv8CAB9m5r8EACL6BdhqMx840l6NGDFixIgjBeN4as3L4KbSsAHcC+Dj4vsn3LYAInq1r1rz1FNPHWrnRowYMWLE0eEwF/+4GXGzadgLwcyvB/B6ACCiT93/GQ9cA/DE0fbqSHAB43XfShiv+9bCpl73fWtrmQGzfKWzY4WbjbA/CeBZ4vsz3bYimPkOInpXX+m544rxum8tjNd9a+FWve5FuNVN4jcbYf8hgAeI6NNgifobAPydo+3SiBEjRow4ajAYfIundd1UhM3MNRF9J4BfB6AB/Awzv/+IuzVixIgRI44aPGrYNxVhAwAzvw3A25Y45PXr6stNjvG6by2M131r4Va97l7c6oRNxzGSbsSIESNGHC/cduH5/OK//vNLHfMbb3rhu49TLMBNp2GPGDFixIgROXg0id90ediDcSuVMCWih4joT4jovUT0LrftHBH9JhF9yP2//aj7eRAgop8hoseJ6H1iW/FayeJfuTHwx0T0eUfX8/2h47p/iIg+6Z77e4noq8Vv3++u+4NE9BVH0+v9gYieRUS/TUQfIKL3E9Hfd9uP9fPuue5j/bwPAmzMUn/HDRtJ2LdoCdMvZeYHhXnnNQDezswPAHi7+34c8AYAX5lt67rWrwLwgPt7NYCfOKQ+rgNvQPu6AeDH3HN/0MV3wI31bwDwWe6Yf+PeiU1DDeB7mfn5AF4M4DvctR3359113cDxft77w1hLfDMJG6KEKTPPAPgSprcSXg7gje7zGwF87dF15eDAzP8BQF7CrutaXw7gTWzx+wDOEtHdh9LRA0bHdXfh5QB+gZn3mPkjAD4M+05sFJj5EWZ+j/t8BcCfwlY2PNbPu+e6u3Asnvf+YdO6lvk7bthUwl5YwvSYgQH8BhG9m4he7bbdxcyPuM+PArjraLp2KOi61lthHHynM//+jHB7HLvrJqLnAHghgD/ALfS8s+sGbpHnvQoYgDG81N9xw6YS9q2GL2Lmz4M1CX4HEb1U/sg21P/4jc4CbqVrhTX53g/gQQCPAPjRI+3NmkBEpwD8EoDvZubL8rfj/LwL131LPO+VwaMPe1MJe6kSppsOZv6k+/84gLfAmsMe8+ZA9//xo+vh2tF1rcd6HDDzY8zcsLXt/SSiGfTYXDcRTWBJ6+eY+Zfd5mP/vEvXfSs87/1hOf/16MO+eRBKmBLRFDYg461H3Ke1gIhOEtFp/xnAXwPwPtjrfaXb7ZUAfuVoengo6LrWtwL4Jhc9/GIAl4QpdeOR+We/Dva5A/a6v4GItlwZ3wcAvPOw+7dfEBEB+GkAf8rM/0L8dKyfd9d1H/fnfRC41X3YG5mHfYuVML0LwFvsO44KwM8z868R0R8CeDMR/T0AHwXw9UfYxwMDEf1fAL4EwAUi+gSAfwjgdShf69sAfDVsEM51AH/30Dt8QOi47i8hogdhTcIPAfhWAGDm9xPRm2HXia8BfAczN0fQ7f3iJQC+EcCfENF73bYfwPF/3l3X/Ypj/rxH7BNjpbMRI0aMGHHT4/TZ5/GDX/yTSx3ze2996VjpbMSIESNGjDhMMPhYBpItg1HDHjFixIgRNz2I6NcAXFjysCeYuVSQaCMxEvaIESNGjBixAdjUKPERI0aMGDHilsJI2CNGjBgxYsQGYCTsEbcMiOjqmtt/GxGddX/fvsLxX0JEv7rE/s+Rq3sNPOZVRPTjy/ZtxIgRR4+RsEeMOCAw81cz80UAZwEsTdgjRowY0YeRsEfc0iCiB4no992CC28Ray//DhH9UyJ6JxH9ORH9Fbf9BBG92a1l/BYi+gMiepH77SEiugBb+ON+t6bxj+SaMxH9OBG9yn3+SiL6MyJ6D4C/JfY56RaAeCcR/RER9a5G5zTnXyaiXyO7jvQ/E7/9XXcN74Qt2uG330FEv0REf+j+XuK2/woRfZP7/K1E9HP7vM0jRow4AIx52CNudbwJwHcx8+8S0Q/DVhj7bvdbxcxfQERf7ba/DFZzfpqZn09ELwDw3kKbrwHwAmZ+ELCm7tKJiWgbtmb0l8FW7/pF8fMPAvj3zPzNRHQWwDuJ6LeY+VrPtTwIu/LTHoAPEtG/hq2M9T8D+HwAlwD8NoA/cvv/S9j1l3+PiJ4NWznwM2HXmn4HEX0EwPfCrtk8YsSII8ZI2CNuWRDRbQDOMvPvuk1vBPB/i138YhTvBvAc9/mLYIkOzPw+IvrjfXTheQA+wswfcv35WViyBGzN+K8hou9z37cBPBt27eQuvJ2ZL7m2PgDgPti81d9h5k+57b8I4L9w+78MwPNd2VsAOENEp5j5MSL6n2DJ/euYeeg63SNGjFgjRsIeMaIbe+5/g/29KzVS99P2gGMIwH/NzB9c4jx74vOQPisAL2bm3cJvnw3gSQD3LHH+ESNGrBGjD3vELQunjT7t/dOwCzL8bs8hAPAOuMUoiOj5sMSW4wqA0+L7R2E12S1n3v5yt/3PADyHiO53318hjvl1AN/lVnYCEb1w0EW18QcAvpiIzpNd0vFvi99+A8B3+S9u4QkQ0RfArr3+QgDf51aIGjFixBFjJOwRtxJOENEnxN/3wC7f+CPOtP0ggB9e0Ma/AXCHMzn/IwDvh/UNBzDzk7A+4PcR0Y8w88cBvBl2ucQ3w/mQnWb7agD/zgWdyTXNXwtgAuCPiej97vvScMtP/hCA/wwrbEiT+n8P4EUu4O4DAL6NiLZg/erfzMwPw/qwf4aE3XzEiBFHg7E06YgRS4CINIAJM+86zfi3ADyXmWdH3LURI0Ycc4w+7BEjlsMJAL/tzMsE4NtHsh4xYsRhYNSwR4wYMWLEiA3A6MMeMWLEiBEjNgAjYY8YMWLEiBEbgJGwR4wYMWLEiA3ASNgjRowYMWLEBmAk7BEjRowYMWIDMBL2iBEjRowYsQH4/wHVjsiRhd/P+gAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "pc2_time_series = U[:, 1] * S[1] \n", "\n", "pc2_spatial_pattern = eigenvectors[:,1].reshape(len(lat),len(lon)) \n", "\n", "\n", "pc2_anomalies = pc2_time_series[:, np.newaxis, np.newaxis] * pc2_spatial_pattern\n", "\n", "\n", "plt.figure(figsize=(8, 5))\n", "plt.imshow(pc2_anomalies[0], vmin=-0.5, vmax=0.5,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"Temperature Anomaly (K or °C)\")\n", "plt.xlabel(\"Longitude Index\")\n", "plt.ylabel(\"Latitude Index\")\n", "plt.title(\"PC2 Temperature Anomaly for First Time Step\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 185, "id": "aa498316", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 10.0)" ] }, "execution_count": 185, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "pc3_time_series = U[:, 2] * S[2] \n", "\n", "\n", "pc3_spatial_pattern = eigenvectors[:,2].reshape(len(lat),len(lon)) \n", "\n", "\n", "pc3_anomalies = pc3_time_series[:, np.newaxis, np.newaxis] * pc3_spatial_pattern\n", "\n", "plt.figure(figsize=(8, 5))\n", "plt.imshow(pc3_anomalies[0], vmin=-0.5,vmax=0.5,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"Temperature Anomaly (K or °C)\")\n", "plt.xlabel(\"Longitude Index\")\n", "plt.ylabel(\"Latitude Index\")\n", "plt.title(\"PC3 Temperature Anomaly for First Time Step\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 147, "id": "70562c61", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 10.0)" ] }, "execution_count": 147, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "pc4_time_series = U[:, 3] * S[3] \n", "\n", "\n", "pc4_spatial_pattern = eigenvectors[:,3].reshape(len(lat),len(lon)) \n", "\n", "\n", "pc4_anomalies = pc4_time_series[:, np.newaxis, np.newaxis] * pc4_spatial_pattern\n", "\n", "plt.figure(figsize=(8, 5))\n", "plt.imshow(pc4_anomalies[0], vmin=-0.1,vmax=0.1,cmap=\"coolwarm\", origin=\"lower\")\n", "plt.colorbar(label=\"Temperature Anomaly (K or °C)\")\n", "plt.xlabel(\"Longitude Index\")\n", "plt.ylabel(\"Latitude Index\")\n", "plt.title(\"PC4 Temperature Anomaly for First Time Step\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "623126b7", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.11" } }, "nbformat": 4, "nbformat_minor": 5 }