{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "Data analysis and plotting script for Hammond & Lewis 2021\n",
    "\"The rotational and divergent components of atmospheric circulation on tidally locked planets\"\n",
    "Code by NTL and MDH, 23/02/21\n",
    "\n",
    "This notebook takes the time-mean output from the GCM Exo-FMS, \n",
    "calculates the rotational and divergent components of its circulation,\n",
    "and plots the figures used in the above paper.\n",
    "\n",
    "The same code is used to plot the THOR GCM output also used in the paper,\n",
    "for which small adjustments are made due to differences in the model grid.\n",
    "\n",
    "This could be adapted for use with any GCM data,\n",
    "the key part being the use of the windspharm \"helmholtz\" function.\n",
    "\n",
    "'''\n",
    "\n",
    "import xarray as xr\n",
    "import numpy as np \n",
    "import matplotlib.pyplot as plt \n",
    "import matplotlib as mpl\n",
    "import matplotlib.patches as patches\n",
    "from windspharm.standard import VectorWind\n",
    "from windspharm.tools import prep_data, recover_data, order_latdim\n",
    "from scipy.interpolate import griddata\n",
    "import h5py\n",
    "import spharm as sp\n",
    "import _spherepack as spp\n",
    "\n",
    "plt.rcParams[\"axes.grid\"] = False \n",
    "plt.rcParams.update({'font.size': 13})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Read in the FMS data, interpolated to pressure levels, and reshape data arrays\n",
    "\n",
    "ds_fms = xr.open_dataset('rotdiv-terr-control-1000-2000_atmos_average_interp.nc',decode_times=False,chunks={'time': 10})\n",
    "ds_fms = ds_fms.sel(time=1500)\n",
    "\n",
    "# original shape: [time (1)] pressure (48, top at [0]) latitude (92, SN) longitude (192, 0-360)\n",
    "# final shape:               pressure (48, top at [0]) latitude (92, NS) longitude (192, -180-180, 0 @ substellar)\n",
    "rr = 48\n",
    "f_temp      = np.flip(np.roll(ds_fms['temp'],rr,axis=2), axis=1)\n",
    "f_u         = np.flip(np.roll(ds_fms['ucomp'],rr,axis=2), axis=1)\n",
    "f_v         = np.flip(np.roll(ds_fms['vcomp'],rr,axis=2), axis=1)\n",
    "f_om        = np.flip(np.roll(ds_fms['omega'],rr,axis=2), axis=1)\n",
    "f_height    = np.flip(np.roll(ds_fms['height'],rr,axis=2), axis=1)\n",
    "f_p         = ds_fms['pfull'].values * 100. \n",
    "f_lats = np.flip(ds_fms['grid_yt'].values)\n",
    "f_lons = ds_fms['grid_xt'].values - 180.\n",
    "    \n",
    "# constants \n",
    "f_a = 6.371e6\n",
    "f_g = 9.8\n",
    "f_omega = 6.371e-6\n",
    "sigma=5.67e-8\n",
    "f_s = 1000.\n",
    "f_alb = 0.0 \n",
    "f_R = 287. \n",
    "f_cp = 1005. \n",
    "\n",
    "\n",
    "#deal with NaNs\n",
    "pi=0\n",
    "f_u[pi,:,:]  = np.where(np.isnan(f_u[pi,:,:]),0.0,f_u[pi,:,:])\n",
    "f_v[pi,:,:]  = np.where(np.isnan(f_v[pi,:,:]),0.0,f_v[pi,:,:])\n",
    "f_om[pi,:,:] = np.where(np.isnan(f_om[pi,:,:]),0.0,f_om[pi,:,:])\n",
    "for pi in range(len(f_p[1:])):\n",
    "    pi +=1\n",
    "    f_u[pi,:,:]  = np.where(np.isnan(f_u[pi,:,:]),0.0,f_u[pi,:,:])\n",
    "    f_v[pi,:,:]  = np.where(np.isnan(f_v[pi,:,:]),0.0,f_v[pi,:,:])\n",
    "    f_om[pi,:,:] = np.where(np.isnan(f_om[pi,:,:]),f_om[pi-1,:,:],f_om[pi,:,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate various relevant quantities\n",
    "\n",
    "# calculate global mean potential temperature vs. pressure \n",
    "f_pot_temp = f_temp * (f_p[-1] / f_p[:,None,None])**(f_R/f_cp)\n",
    "f_pt_avg = np.average(np.nanmean(f_pot_temp, axis=-1), weights=np.cos(np.deg2rad(f_lats)), axis=-1)\n",
    "\n",
    "# calculate emission temperature \n",
    "f_Teq = (f_s*(1-f_alb) / (4 * sigma)) ** (1./4.) \n",
    "\n",
    "# calculate scale height \n",
    "f_H = f_R / f_g * f_pt_avg[-1] # results don't change much if surface temperature used instead\n",
    "\n",
    "# calculate pseudoheight \n",
    "f_ph = -f_H*np.log(f_p/f_p[-1])\n",
    "\n",
    "# find level where pseudoheight < scale height \n",
    "for f_nh, h in enumerate(f_ph):\n",
    "    if h < f_H:\n",
    "        break \n",
    "\n",
    "# calculate potential temperature difference across one scaleheight \n",
    "f_delv = f_pt_avg[f_nh] - f_pt_avg[-1]\n",
    "\n",
    "# expression in Gill\n",
    "f_leq_g = np.sqrt(np.sqrt(f_g*f_H) / (2*f_omega / f_a))\n",
    "\n",
    "#calculate rms velocity at jet height \n",
    "f_U = np.average(np.nanmean(np.sqrt((f_u[-16]**2.+f_v[-16]**2.)/2), axis=-1), weights=np.cos(np.deg2rad(f_lats)), axis=-1)\n",
    "\n",
    "# quickly also esimate rhines \n",
    "f_rhi = np.sqrt(2*f_U / (2 * f_omega / f_a))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x179027cd0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot pressure levels \n",
    "plt.figure()\n",
    "plt.plot(np.arange(len(f_p)), f_p/100., marker='.', color='C0', label='FMS', markersize=15)\n",
    "plt.ylim([1000,0])\n",
    "plt.ylabel('Pressure [hPa]')\n",
    "plt.xlabel('Level')\n",
    "plt.axhline(y=950, linewidth=2, color='grey')\n",
    "plt.axvline(x=44, linewidth=2, color='C0')\n",
    "plt.axvline(x=41, linewidth=2, color='C1')\n",
    "plt.axhline(y=300, linewidth=2, color='grey', linestyle='--')\n",
    "plt.axvline(x=30, linewidth=2, color='C0', linestyle='--')\n",
    "plt.axvline(x=30, linewidth=2, color='C1', linestyle='--')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[6.52  6.535 6.55  6.565 6.58  6.595 6.61  6.625 6.64  6.655 6.67  6.685\n",
      " 6.7  ]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x17928b280>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot winds and height aloft\n",
    "\n",
    "f_tlevels = np.linspace(6.52,6.7,13)\n",
    "print(f_tlevels)\n",
    "f_tcmap   = plt.cm.RdBu_r\n",
    "f_tnorm   = mpl.colors.BoundaryNorm(f_tlevels, f_tcmap.N)\n",
    "\n",
    "f_ll = -16\n",
    "f_xs = 6\n",
    "plt.figure(figsize=(7,5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75*(4.5/5)])\n",
    "plt.title('Terrestrial', pad=30)\n",
    "pt=plt.contourf(f_lons,f_lats, f_height[f_ll]/1e3, levels=f_tlevels, norm=f_tnorm, cmap=f_tcmap, zorder=-1002)\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[1:][::f_xs],f_u[:,1:,:][f_ll,::f_xs,::f_xs],f_v[:,1:,:][f_ll,::f_xs,::f_xs], scale=500*5/3)\n",
    "plt.colorbar(pt,pad=0.025,label='Height (km)')\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 122,65, 50, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(105,70,'50 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((97,57),76,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-40. -35. -30. -25. -20. -15. -10.  -5.   0.   5.  10.  15.  20.  25.\n",
      "  30.  35.  40.]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Pressure (bar)')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot zonal-mean zonal velocity\n",
    "\n",
    "f_ulevels = np.linspace(-40,40,17)\n",
    "print(f_ulevels)\n",
    "f_ucmap   = plt.cm.RdBu_r\n",
    "f_unorm   = mpl.colors.BoundaryNorm(f_ulevels, f_ucmap.N)\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "ax.contour(f_lats,f_p/1e5,np.mean(f_u,axis=2),colors='k',levels=f_ulevels[:], linewidths=2)\n",
    "pt=plt.contourf(f_lats, f_p/1e5, np.mean(f_u, axis=2), levels=f_ulevels, norm=f_unorm, cmap=f_ucmap)\n",
    "plt.ylim(1,0)\n",
    "plt.colorbar(pt,pad=0.025, label='Zonal-mean zonal velocity (ms$^{-1}$)')\n",
    "plt.xticks([-90,-45,0,45,90])\n",
    "plt.xlim(-90,90)\n",
    "plt.ylim(1,0)\n",
    "plt.xlabel('Latitude')\n",
    "plt.ylabel('Pressure (bar)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Compute rotational and divergent components of wind\n",
    "\n",
    "f_udiv = np.zeros_like(f_u)\n",
    "f_vdiv = np.zeros_like(f_u)\n",
    "f_urot = np.zeros_like(f_u)\n",
    "f_vrot = np.zeros_like(f_u)\n",
    "for l in range(len(f_p)):\n",
    "    f_vw = VectorWind(f_u[l], f_v[l], rsphere=f_a)\n",
    "    f_udiv_l, f_vdiv_l, f_urot_l, f_vrot_l = f_vw.helmholtz(truncation=21)\n",
    "    f_udiv[l] = f_udiv_l\n",
    "    f_vdiv[l] = f_vdiv_l\n",
    "    f_urot[l] = f_urot_l\n",
    "    f_vrot[l] = f_vrot_l"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x179768940>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot divergent circulation aloft\n",
    "\n",
    "f_xs = 4\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('Divergent')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_udiv[:,2:,:][f_ll,::f_xs,::f_xs],f_vdiv[:,2:,:][f_ll,::f_xs,::f_xs], scale=500/3)\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 125,65, 10, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(117,70,'10 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((103,57),70,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x17a257670>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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5gKCt78uXLykjI4NTJyKSy+WUn58veFGUlJQI6nK5XPCiVKlUpFKpeHWWZQV17Tp/N1XVoapj4HrIqUxVI3MLCwsFdW3Q4NtPSkoKKZVK3t9LYmIi5ebm0tGjR6mgoMBAj4+Pp5CQEJo7dy799NNPBje6hIQEOnDgAPXp04caN25M33zzDYWHh+vO24sXL+i7777TdWUDoPbt21N4eDgRaW7OX3zxha53pXnz5rprk4goIyOD3nvvPapZsyZZWFjQiRMn9Pafk5ND7du3p06dOlGbNm0MzmdhYSE1bdqUpkyZQnPnzjU4vtLSUvLx8aEdO3bw9tp4eXnRrVu3OLv6lUoleXh4UExMDOcDK8uy5ObmRhkZGXoBvPIDt7hUvbi4uBicWy1iAH3DxdXVVe8EHj16lLy8vMjPz4/69u2r1+XGsiwdP36cNmzYQKtWraKlS5dytqxUKhUlJyfTtWvXDFqnlSkqKqLU1FRenWXZKm+Kb0NgEBF5E6r6zQq1srS9NMHBwZxBWqlU0pw5c2jcuHE0adIkg271oqIi6tKlC0kkEmIYhtauXatXn/j4eN0D8KBBgwweaoKCgsjU1JQkEgmFhYUZ7H///v0EgHx9fQ2OU6VS0bJly8jExIRmz55tsG1xcTFNmDCBnJycON/5p6Sk0IABA6hJkyZ6ARgA7/kSMUTofIkB9A2X17v2qmoFiIiI/PNRKBSUmJhI169f13uFw7IsxcXF0c8//0wDBw6kr7/+Wi8QFhYW0g8//ECenp7k6+tr0FqPiIigdu3aEQC6ePGiwX63b99OJiYm5OPjwxlgP/zwQwJA3377rcG2paWlVL9+fQKgF7zFAPpm/JUB9K2z8qtu/P396eHDh393NURERN5CFAoFjIyMUNmtDADUajXOnTsHW1tb9OzZU09jWRY7duzApUuXcPr0aYMy79y5g6FDhyIoKAiNGzc22N+gQYNga2uLo0ePGmwbEhKCzp074/bt2+jUqRMAgGEY/Nvv09WJ0PliGCaciPyra19vZR6oiEh1UVZWVuU68fHxVa5z9+5dQZ2IcOPGDcF11Gq1oFmDtpzc3Nwq6yNSPZiamhoETwAwMjLCe++9ZxA8AUAikWDSpEnYvn075HK5gd6lSxeEhYXhxYsXnPs7ceIE7O3tOevToUMHLFy4kDffWOTtQgygIm8tGRkZgrpSqcTJkycF1wkMDERgYKDgOqtWreK82WlhWRZTpkwBy7K864SHh2P79u2C+9m9ezfu3LkjuM66desEnZcA4NSpU8jMzBRcp7i4WLC+Iv87tWrVgrk5t62qh4cH3n33XU7NysoK69ev5y134cKFqF+/frXUUeTPRQygIn8K8fHxgjfwwsJCbNy4EWq1mnedY8eOCVrwmZiYYPHixYIB0szMDJ988omg9WBKSgqWLFnCqz979gxPnjzBrVu3eNfZtWuXoI1faWkpFi1aJFiP27dvY/78+XB0dORdZ//+/Zg5cyacnZ1517l27RqmT58uaAcol8sRHh7Oq4v8uVhbW/NqJiYm8PDw+AtrI/JHEQOoiAGZmZlISEjg1VUqFb799ltcuHCBNwDm5uaiTZs2uHTpEuf7CAcHB9y7dw9du3bl7ULt27cvvvzyS0yfPp13P15eXnjvvfcQFhbGqZubmyMjIwOTJk3ifS+SmZmJ3377DVFRUZy6tvt23759nHp5eTkOHjyIlJQU3pbh2rVrkZ2dzRtAMzMz8eGHH0KtVqNGjRqc62zfvh0ff/wx2rVrx2njJ5VKMXXqVPTt2xcBAQGcZRQWFuL777+Ht7e3YIBNSUnB3r17dbNYiIiIGCIG0H84RKQXXIgIt27dwrVr1xAWFoaEhAQDv9q7d+9i+PDhWLRoEQ4fPoyoqCi94FKrVi3Mnj0b9evXx+TJk3Hq1Ck9s3ZjY2MMGzYMQ4cOhaenJxYvXmzgr9uxY0d4eXnh3XffRbdu3ZCYmGhQ9y+++AL37t1D69atOd8fNmrUCB4eHvjpp594W6KNGzeGVCrFxo0bOX1ozc3NYWZmhszMTCQlJXGW4ejoCBcXF6SmpnLqJiYmcHd3h5eXF2er+uXLl3j33XcxYMAAzm5nIoK3tzdcXFxQq1Ytzn0UFBTAwcEBdevW5WyBSqVSXfevdnDJ6xw7dgy//PILateujcGDBxvoz58/h5+fHxYsWIAPPvgALVu21NNlMhlmzpwJb29veHp6oqysDDVr1tRb59atW9i3bx9++OEHfP311wYTBkilUrHrWOS/Q3UO6X0bFz8/P94hzampqQYmC5WJiYmhM2fOcGosy9KtW7do/fr1nHpBQQHt2rWLPv/8cwMTgdzcXDp9+jTNnj2b+vTpo+ecIZVK6ccff6RJkyZR7969ycfHRy/XVKlU0tq1a8nZ2Zmsra3JyMiIDh8+rFd+Wlqazv8VAH333XcGQ+pPnjxJpqamBIAmTpxooEulUmrbti0BoAEDBnC642zYsIEAUKtWrai0tNRAj4+PJwsLC/Lw8ODM/WNZllq3bk3u7u6cOXdEGnecTp068brrXL16lebOnUtTp07l1LOzsykwMJA6dOjAqRNpEuAdHR15HVCIiLp16yb4W5k7dy5t3bqVVz958iSNHj2aN0cyNTWV3NzcOBPsiTTmBw0bNqQzZ85QTEyMgc6yLI0bN45GjRrF6aVLRHTw4EHy9PSkevXqcVpQPnnyRGdi8PXXXxvoubm59MknnxAAMjIyovXr1+sdT0VFBW3bto2MjY3Jzc2N2rdvTz/++KNe6lhmZiYNGzaMduzYwfub2L59u2B+dFJSEq9GRILf4z8R/IfTWIqLi+nGjRsUEBDwu7cROl8Q80DfbLGysqJbt24ZnMgTJ06Qg4MDNWjQwMBVpLCwkGbMmEHGxsZUq1YtPRNopVJJhw8fJn9/fwI0JuYrV67U6dnZ2TR27FgyMTEhAGRsbExfffWVXtmLFy8mT09PAkBmZmb06aef6u0/IyODZs2aRVZWVmRlZUXDhg0zqP/Dhw+pTZs2ZG9vT++++66BrlAoaO7cuVS7dm3q06cP500lMDCQmjZtSoMHD6aioiIDPTs7mwYOHEhjx47lNYP/9ttvaeHChbzB5fLly7R37149u8PKpKSk0K1btwxcYyofR0JCAu3cuZNTJ9I4IW3YsIFXZ1mW1qxZI+iGtHXrVs6HAC1Hjhzh9fMl0gRyLvcZLQ8fPqSbN2/y6gkJCXT06FFePTc3l3788UdeXS6X0zfffEMVFRWcuc4sy9KcOXMoOTmZMwATES1cuJCOHz9Oy5cv5wz033//PX355ZfUtGlTTu/iX375hTp37kzm5ubk7+9Ply9f1ivn4MGD5ODgQAzDEACysLCgxYsX6xyLrly5Ql5eXmRra0tOTk70ww8/6LkZPXz4kDp27Eh+fn701VdfGTzUxcfH08CBA2n69Omcc8Smp6fTJ598QlevXuW08svOzqbp06dTTk4Op11cfn4+zZ8/n9cZq7i4mJYuXWrwuZby8nLehxsizb2Fa/v/cgDV0q1bt9+9rhhAq3ExMzPTczQpKyujCRMm6FpnXl5eesEjLS2NxowZQ+3bt6fGjRtTu3bt9G6sWVlZdOLECVqxYgV99NFHNGjQIIOLTa1W0+PHj+mHH36gTz/9lNM6Ta1WU1BQEM2dO5fX3CEvL8/gKb8yKpWK01KsMlobND6EbPyIqp70WnRK+u/BNROMFrlcTqdPn+b9XWRlZdGECRPo9OnTnK3M27dvU+3atally5Y0aNAgWrFihe76YlmWDh48qLt2O3TooOf0pVardb0idnZ2Bg91arWa5s6dSyYmJpwPpWq1moYPH07e3t60fft2Tr1r1640fPhwTvtNlmWpefPm9MMPP3A+bLEsS56ennT16lVer91atWoZTARQHQH0k08+IWNjY91DuZWVFf3yyy86XaVS0ezZs6lmzZpkbW1N77//Pm9vyN+BGED/puV1y62CggJKSUmhvLw8kslkYgAQEXmLEOolINI84N65c4fOnj1L+/bto/379+s9gN68eZOmTJlCzZs3pzp16hiYu//yyy/k6OhIAAxa/CqViiZOnEgAqGHDhgZ1KSkpoZ49exIAWrRokUHdkpKSqEmTJgSAs9fr2rVr5OrqSgzDkFQqNdA3bdpEtra21KRJE73PqyuAjh8/nldfsWIF+fj4UGJiIhUVFdH7779P/fr1+5/3+3vIzc2lLVu2GCyVH0LEAPo3Lf/LdGYiIiL/XPLy8jhfLZSXl9POnTupT58+BjM1qdVq2r59O9nb23OOf4iPj6cGDRqQv78/5z7Xr19PAGjXrl0Gmkqlovbt2xMAzi7i9PR0MjU1pd69e+t9/lcEUHd3d73XJAkJCQSAd9o5Dw8PWr58OXXv3p2srKyoWbNmFBkZSQcPHqT69euTra0tjR8/Xu/V0Y8//kienp5kbW1NLi4uNH/+/N9dfzGAigFU5C3k9/RAcL0ffh2h+S21VDWVFVHVM66IVB8sy/K+987MzNTr4qxMXl4edevWjbKzsznLnDZtGn3zzTec2z579oxMTU15X41MnDiRJk2apPdZdQVQe3t7cnBwIB8fH5o9e7bu2IuKiggAPXr0SG8bW1tb3kGUHh4e5O3tTc+ePSOFQkEfffQReXl50YQJE6isrIxSUlLIyclJN1nH8+fPycLCQjcdXGFhIYWEhFRZ77KyMtq7dy95eXnRuXPnftexigFUDKAi1YBUKhWc8JyI6OLFi1VOA/bVV18JvgtmWZYGDx4sWEZ6ejrvSGEtT58+pX379gmuk5aWJjhvqbY+VXWFivxvyOVy3vEDKpWKc7YVLStWrOD9PSUmJhqM7K+OAPrw4UPKysoitVpNUVFR1KZNG908wqmpqQTAYHSzu7s7/fbbb5zleXh40Jo1a3T/v3DhAgHQa9F/8MEHNGPGDN1xmZub05EjRwQH61UHf2UAFfNARd5KFAqFXu4pF+fPnxf0ujUzM8OIESM4/Uq15OXlYcKECZqnSR4ePnyIn376iVd/8eIFzpw5g2fPnvGuc+jQIUEnI0Bj4Zaens6rq1QqjBo1CiqVincdIsLixYsFjwfQmD+I/HHMzMxQp04dTs3IyAjDhw/n3Xbu3LkwNTXl1Ly8vDBu3LhqqWNlWrdujdq1a0MikaBp06bYsGEDjh8/joqKCtjY2ADQ2D9WpqioCLa2trxlVj5+S0tLGBkZwcnJSe+z0tJSAJrjOnDgAHbs2AEXFxd07twZV69erc5D/FsQA6jIn0JVZtjR0dF48uQJr25iYoJPPvkEERERvOuwLIvOnTvzGiAYGRkhKysLw4cP5w3G1tbWOH78OHbs2MG7n9zcXKxcuZLXRejBgwcANHZ+fGidjl43tdASEhKCM2fOCHrcLlu2DHfu3NHd8F6HZVlMnjwZISEhnAbpgCbA/vrrr/jll19496MtS3vzE6leTExMBF2g7Ozs/vQ6aPdPRLC3t4e7u7vetZaUlISSkhL4+vpW2z7ff/99XLt2DXl5eRg+fDgGDx78j3+QEwOoiAEVFRUoKSnh1YkIv/32G+7du8fbGjp79ixGjhyJ69evczrTNGjQACNGjMCHH36ImJgYA51hGHTp0gVt27blnZ2id+/eeP78Odq2bYuQkBDOejRv3hznzp3D2LFjOeuh9SRdtWoVUlJSOMsoKyuDiYkJLl26xKknJCSgRo0ayMzM5LQcTExMhJGRETw9PXXB9nWOHj0KiUSC7OxsTv3mzZtYtWoVAHC2CtRqNcaPH49t27ahQ4cOnGVkZGRg0KBB+PTTTzFixAjOdXJzc7F27Vr06dNH0FGIiAzcp0TeXg4fPqz7vuLj4zFr1iwMGjRIZ4Y/ceJErF69Gi9evEBJSQnmzZuHd955B56entWy/+fPn+Py5csoLy+HiYkJ7OzswDCM4IPEP4Lq7A9+G5eWLVvy9ocTUZX98VKplDOPU0tFRYXgIBOFQsGZtK1FLpcLOqsUFBRQZGSkwecqlYpycnIoKiqKbt26ZeD2cubMGb2lch0LCwvpq6++ounTp9PKlStpx44denXUJt17enrS4MGDadGiRQaDZOLi4qhGjRpkb29PH3zwAUVHR+vpLMvSiBEjdLm2Dx48MDiGc+fOEQAyNzenq1evGuilpaVkZ2dHDMPQwYMHOc/PgAEDiGEY2rZtG+eAoLVr11LDhg0NHHG0PH36lObNm0cjR47kLJ9IMwCiVq1agvm4ffr0odDQUN4yNmzYQN9++y1vzm98fDz5+fkZpF1oUSqV1LRpUxo7dizn+838/Hx6//33ycLCgi5cuGCgKxQKGj16NAGg999/30BnWZZWrlypc6e6fv26wTpnz56lzz//nLp06UKenp4G5hjR0dF06dIlun//Pj1//pxycnL06lpYWEjJycmcx6elcs42F//Fd7uohneg3bp1IwcHB7K0tCRPT0+aOXMmFRcX63SVSkWzZs2iGjVqkLW1NQ0ZMkQwD9TDw0Pv/ejNmzfJyMhIb53KI3+fPHlC7du3J1tbW7K1taVWrVpxTkheHQidL4iDiN5ssbOz4x0kcubMGWrbti2npZhKpaLdu3dTvXr16Pnz5wZ6bm4urVixgurUqUOBgYEG2968eZMmTZpENWrUMEjKfvbsGa1cuZJ69epF5ubmtGDBAj09NjaW3n//fXJxcSEABjf3Fy9eUEBAgC6hvH379no6y7K0Z88esrOzIwDk4uJicOPJyMigTp06EQBydHTUu5i0ZSxZsoQAkK2trV7Cupa7d++SmZkZWVtb05MnTwz0wsJCcnNzI3t7e7p27ZqBzrKszq5w9+7dBjoR0YIFC+iDDz6gefPmceo3btygLVu20JAhQzj1kpISevToETVv3pw3AEqlUqpTp47gQCE/Pz+DBPfKjBw5kjNwaVm6dCn98MMPvPqxY8do3LhxvHp0dDQJPQyWlJSQq6srPXr0iDMIqdVqat26NX3wwQe8rlATJ04kKysr+vLLLzn1NWvWEACqUaMGp/Xi0aNHdb9JFxcX2rdvn97v7smTJ2RqakotW7akZcuW0ZMnT/S+k8zMTOrUqRN9++23nGke5eXl9N1339HJkyc566dWqyk5OZmuXLnCqRNprluhIP36dcBVByG4LC9fr+ObUh0B9L+EGECr8wABg9ZNQUEBjRkzRnexnzp1Sk+/cuUKNWvWTKfv379fT7916xa1b99e97Re2eqPiCg0NJRmzJhBfn5+BMDgxllRUUEXLlyg0aNHk7W1Nad9V2FhIa1du5bc3d1p7ty5BjqRJnj4+/vzju58+fIlDRw4kD777DNOvaKigqZMmULTp0/nDS5r166llStX8vqLHj58mI4fP857Y7l16xbFxMTwttKTk5OpsLCQ92lXoVBQRUWFYCueZVlBnUjYPYeo6lSVqtJL5HK5YEqMSqUSvLmyLMuZXP8mdXw9p/F1UlNTSaFQ8NYzNjaWbt++zftdPnnyhMaPH0/Pnj3j1B89ekQeHh60ePFizvP18OFDMjY2JmdnZxo7diwdOXJE75gfPnxIRkZGBIA8PT3p1KlTenWNjIwkMzMzkkgktHfvXoPyo6OjycnJiWrWrEmZmZkG+vPnz8nT05O6du3K2ROQlJREPj4+tHHjRs7jS0lJoSZNmvCOgs7IyKBmzZrxfs85OTkGJgmVKS4upgYNGhh8LgbQN0MMoNW4uLq6GuQbXb9+nQ4cOECHDh2iI0eO6Jm1E2ludrm5uRQdHU23bt3ibF0RabrVYmJieL1FiTRPvEJpB+Xl5YItG6VSKdjtpVarKS0tjVdnWZbzZlKZqlI9qnqqFt2c/jsIGbWzLMvZm6MlNzeXIiIieFthCQkJ9Ouvv9LJkyfpypUrFBwcrBdgo6Ki6IsvvqAuXbqQo6Mjbdq0SW/7p0+fUuPGjQkA9evXz+B3+eTJE6pVqxanCxERUVhYGLm6uhIAzh6X+/fvk5ubGzk6OnIew71798jJyYnTm5pIc9+xtrbW886uzP79+8nR0ZEOHTqk97kYQN8MMYBW4yLmgYqI/PvQBuvXAzrLsnT79m36+OOPOd2AHj9+TO3ataPWrVsbBFi1Wk2zZs0iAJyTF+Tm5lL9+vUJAGcO6P3794lhGPL09OSs8y+//EIAeF83fP755wSAvv32W73PxQD6ZvyVAfQfPgRKROTv5/fMfymUuyny5jAMAxcXFxgbGxt83qVLF+zbtw+jRo0y2M7Pzw/BwcEYP348Hj16pKdJJBKsW7cOmzZtQmBgoMG2NWvWxPnz52Fvb885Yrtdu3aYNm2aQZ20fPrpp6hVqxa8vb059Q8++ACAZnS5yD8DMYCK/KepKrBFR0dDKpUKrrNr1y7O9JXKbNmyRVBnWZY3TUaLSqUSU0feAG2KxusYGRlh8uTJBhOKa5k2bRq++OILTRfdazRq1AjHjx/nzdddsWIFvLy8ODULCwvdhOVcdO3aFfXr10e7du04dZG3DzGAivxrycrK4rwJVmbZsmWC66Snp2Pu3LmCZVy/fh2//fYbr65QKLBo0SJeIwYACA4Oxq+//iq4n8OHDxu0ml5HyHhCRB+GYXi1Ll268Oq9evVC//79OTUbGxts2rSJt9zJkyfD39+fUzM2NsamTZtgYmIiUOu3m1WrVmH58uV4/Phxldfev4Lq7A9+GxfxHeg/k98z3P/y5cu8eZVEmhHA06ZNE1ynZ8+etHDhQl79xo0bBIAuXbrEu0737t3Jzc2NNw3m4cOHBEBw0u8pU6aQk5MT73GrVCpq1KgR53s9LYWFhdSmTRtenUgz8porpUjk7QV/8jvQVatWkYODQ7UsFhYWuuyFjh07GhjU/xUInS+Ig4jEAPpPoKqRuVlZWYKjkxUKBU2bNo3TRELL1q1bqUuXLrwzocjlcrK0tKRhw4YJzn4BjlQkLcHBwQSA6tSpw5sK06hRIzIyMuINkFu2bCEA1LRpU87zolKpqHbt2gSA93gPHz5MAASD/ZgxY8jNzY1XVygU9N577/EahBNpvreTJ09WmVIj8tfxZwfQ6uT777+n5cuX0+PHj/+20fl/ZQAVu3BFOFEoFIL648ePce3aNRQWFnLqsbGxGDNmDA4cOMC5Tq1atTBt2jT0798fFy9eNBiIY2Jigo4dO6JFixYYN24cXr58aVDGyJEjER4eDj8/P+zfv1/zRFgJMzMzdOnSBcePH8e0adM431N6e3vD2NgYDx48gEwmM9DNzMzQt29f9OjRg7dLb8mSJXBycsKkSZM49bZt26Jv375YtmwZ53nNycnB0KFD0a9fP05zfCLCvXv3YGpqyvvu7cSJE/jtt994u/9UKhU++ugjnD59Gq1ateJcJzs7G8OGDcPRo0dhaWnJuY5CocClS5fErmIRTr7++mssXLgQfn5+gl3k/xqqMxq/jUvz5s0Fn1ZevHgh+KSUkZEhmCeZnZ3NO62RdnuhllZCQgKnqwsRkUwmo5CQELp8+bKBVlxcTI8ePaITJ07Q3r17DY7h/v37tH37dlq3bh19//33BnaEt2/fptGjR9O4ceNo6tSpBkn4oaGh1LRpU/L19aWAgACDXFiFQkFDhgwhAOTj40OnT582qONvv/1GAMjY2JiWLVtmUMeUlBSysbEhADRv3jzOtAKtGQWXTkQ0btw4kkgktH79ek79hx9+oG7duvHm3j179ox+++03CggI4NRZlqXs7GyqW7euYFdw48aNOXMHK9fz+PHjvPr27dtpzpw5vPrTp0+pQ4cOlJ+fz6lrrRUnTpzIqZ89e5ZsbW3JwsKC8zgiIiJ0reDg4GADvaKigmbOnEkODg7Uu3dvzjICAwNp1apVtHz5cs55JDMzMykiIkLweqtqXtWqDDF+T8v5n5a3jH9QC/RtQOh8QezCfbPFxMTEwCiBSHNz3rRpEzk4OFBQUJCBXlpaSosXLyZLS0sDpyIijavJxIkTyczMjLZs2WKgBwYGUv/+/UkikRjkdRFpvCO1weHzzz830G/dukW+vr68eWMRERE0dOhQAkAdOnQw0GUyGa1YsYIsLS3Jy8uL86Zx9epVcnFxoRo1anC6z6SlpVHLli3JysqK8yGhoqKCBg8eTFZWVpznmIhozpw5ZGtry2tzt23bNmrcuDGvld/58+fpk08+0Zt7sDLh4eEUGBhIX3/9Nacul8spNzeXvvjiC0Ev28mTJwsaRixcuFDQG3TTpk2clo9ajhw5whmYtNy8eZPzd6YlKiqKtm7dyqtnZ2fT4sWLed+hKhQKmjhxIm9XNRHRtGnTqGvXrrznaeXKleTh4cHreLRr1y4yMjKiRYsWcfpHX7x4UecytH37doO63r9/n2rWrEmbNm3irEN0dDQ1a9aMdyLmxMRE6t+/P925c4dTT0lJofXr1/PO1Zmenk5nzpzhNYPIysqis2fPcmpEmjxRrgdJLUVFRXTixAleXSqV0uHDhw0+FwPomyEG0GpcbGxs6N69e3onkWVZ2rlzJ3388cf08ccfG9zYWJalCxcu0OrVq2n27NmcF2RcXBydOXOGVq9ezRmAWZalmJgY2rlzJ6cxN5HGHu7UqVOcRuraMu7cuSM4gCU6OlrQgzUtLU1wJvf8/HxBvaysTLD8iooKzhayFpVKZeAVXBmWZQVbHSzLVumEJFJ9VGWJKPSQUFZWRvfv3+fVk5OTaevWrbzfd0hICA0ZMoTeeecdWrVqlYFJwq+//kqmpqZUp04dgyDHsqzOBKFv374GZatUKpoyZQqnt7R2+127dpGNjQ2NHj2as3737t0jd3d3zoc5lmUpOjqaGjVqxHs/ePr0Kfn6+nIGaLVaTaGhodSiRQuDh1kxgL4ZYgCtxkUcRCQi8u+hpKSEjhw5Qhs3bjRopSqVSvrpp5/I3t6eM5C/ePGCGjVqxDva+eTJkwSAOnfuzLnvefPmEQAaNmwYp66dfYivG7179+5kZGTE623duHFjsrCwoNWrV+t9LgbQN+OvDKDiICIREZF/DDY2Nhg+fDi+/PJLg0EqxsbGmDp1KuLi4pCRkWGwraenJ+7du4fGjRsjMjLSQB8yZAhWrFiB9PR0zn0vXrwY9erVg6mpKac+a9YsAOA1ShgyZAjUajW6d+/Oqbdt2xYymQzDhw/n1EXePsQAKiLyP1JcXCyo5+bmck4IXpnS0tLqrNJ/GicnJwwZMoRTc3BwwJUrV3hHKy9YsADdunXjtGe0tLTE5s2beQOov78/+vTpwxtAhw8fDlNTU3Tu3JlT79q1K7p06VJtk1iL/PmIAVTkP01VFnzBwcFV2ufNmzdP8z6Eh0ePHlXpMvTdd98Jpg4REa5fvy5Yhui3+/swNzdHs2bNODWGYbBlyxbe30W/fv3w8ccf85Y9f/583gDq7OyMuXPnwsbGhlPv0qULxowZU0XtRd4mxAAq8q9FoVBw5nZWZs2aNZDL5bx6Xl4eJk6cKBggz58/j8OHD/PqSUlJ+P777wUD3KlTpwS9cKOjo/HTTz/x6gBw6NAhQbtAAILHKqLBwsJC0E6vR48evFr37t3RpEkTXn3+/Pm8mre3N0aOHPn7KinyViAGUJF/LC9fvkR2djavbmJigrFjxwq2ILOysvDRRx/xtjhsbGxw7Ngx7Ny5k7cMqVSKWbNm8XbDJiYm4sWLFzh06BCnnpeXh+fPn2Pv3r28+zh27Bhu3rzJG4SJCGvWrEFcXBxvGYWFhYI+rQBQUVEh+LAgIgzDMDAyMuLV+QwqtNtaW1sbfO7h4QGGYcTldy4eHh7V8l3+HsQAKvK3kZCQIPhuMCwsDNu3b+cNbk5OTujduzeuXLnCqWtvZl26dOF0MgKABg0a4OTJk5g+fTpn4NDe0BYsWIDnz59zlkFEMDIywq1btzj1oqIimJubIzExkVMPCQmBmZkZQkJCkJuby1n+0aNHUVJSgocPH3KWcfnyZURFRfHWEdB0NaelpfHqarUas2bNqtJBRqlUCuoi1UtycvLfns3wT1qSk5P/su9GDKAivFRl5/fw4UOEhobyrnf9+nXMmTMHYWFhnMHJ1NQUzZs3x8qVKzm7Hv39/bFz5060bt0aQUFBnNv36tUL/fr1w5w5czjr0bNnT0RFRaFr165ITU010Bs0aABjY2M8f/6c0ybP0dERkydPRufOndGgQQMDnYgQEhIClUqFAQMGcJ6HTZs2oXnz5hgxYgSn3r59e0ydOhUrVqyAnZ2dgV5YWIgePXqgY8eOnFZ/ALBhwwYA4A2gt2/fxo4dO3iDHxFhypQpiIqK4tQBzUCn6dOnc57Hyvye+VFFRP4N/OsDqEwmE7ygY2NjUV5ezqsnJycLdhOmpaUhKSmJV09NTcWTJ0949efPn+Pu3bucmkKhwO3bt3HmzBlOPSkpCb/99hvvXJOPHz/GokWLMG/ePM5zEBYWhqFDh2L48OEoKSkx0CMjI9GsWTO0aNECCQkJBnrDhg0xY8YM2Nracr6/69WrF4qLi9G2bVt8//33Brq7uzumTJmChQsX4osvvjBoaTIMgyVLliAyMhJz5szh9NQdO3YsAODChQuc6Qc9e/ZE06ZN4e7uDjc3NwPd19cX165dQ2JiIpycnAx0b29vbNy4Effv3+fsCmYYBo0bN4abmxuio6MNdEDzTq1Ro0aIiYnh1J2cnODg4IDCwkLOEZ6Ojo7o2bMnmjRpwjnZMsuyWLp0Kdq1a4dBgwYZ6ESEkydPwsjIiLcLWDudWuPGjTl1uVyOfv36ISkpCfXr1+dc5+DBg+jRowfu37/PqSclJeHcuXO8DwEsy/KeQ+1xcE1kXZmsrCxBXa1WiyOeeVAoFILd96mpqYL30qysLMFzq1arER8fL1iH2NhYQT0mJkawjjExMX/tA9zf3dz+sxeJRMLrlHP48GHy8vLitVC7ceMGdejQgfbv38+ph4WF0YABA3jt0aKiomjUqFH0ww8/cOoxMTE0efJkWrZsGaceHx9PS5YsoXnz5nHqUqmUtm3bRtOmTePUWZalixcv0meffcapExE9fvyYPv74Y14LuLS0NPrkk084rf6INPZk48eP5/VolcvlNHnyZF57NJVKRTNnzqSEhATeY5g/fz5FR0fzHsPWrVvp8ePHvNsXFRVVOa3S06dPBT1SY2NjBb1wExMTeWd8IdLYxAl5Kufk5Aj6vBYXF/OeQyKNdaOQo5NKpaLnz5/Ts2fPeNd5/vw5hYeH8+oxMTG8NnpEmmnbhKZKCwoKokmTJtGtW7c49RMnTpCNjQ2v89aOHTvI0dGRsrOzDTSWZWnjxo1kY2NDaWlpBrpMJqM1a9aQu7s7p/OXTCaj48eP07vvvss5Ww3LshQWFkaTJk2imJgYzvpFRUXRp59+ymljSKT5jXC5IGnLz8zMpEGDBnHqarWa8vLyqGfPnpw6EVFSUhJ16NCB93d87Ngxatu2rYHDk5aJEydSq1atKDMzk1P/4osvyMPDg+7evcupr127lhwdHXl/I4cOHSJzc3NeS8vAwEAyMjKimzdvcurBwcFkamrK64x2584dsrKyEvSchuhE9GZLq1ateE+miIaqzLXfdl3k34NUKqWYmBjO7zw3N5fmzp1Ls2bN4tz2ypUrZGtrS9u3b+fUv/rqKwJAO3fuNNDUajV17dqVAND69esNdKVSSb179yaGYTi9rVUqFb3//vtkb29PS5cu5dTfe+89cnZ2pp9//plT79mzJ7m6unI+sLMsS35+fuTq6krHjh3jPD53d3eqVasWr9evq6srWVpa8p6fhg0bEgD68ccfOXU/Pz8yNTXlnCiAiKhFixZUr149evjwoYGmVqupWbNmNHToUEpOTjbQy8vLqVu3brRmzRoqLCw00MvKyuibb76hixcvcj6gqFQqOnPmDMXHxwveL8QA+oaLaOUnIvLvIjc3l/cmGRUVRTNmzODUVCoVBQQE0OLFizn12NhYMjMz4w0ge/fu5Q3ARERz584lALwBTGv1x+d93bNnTwLAGYCINAFKIpHw9tbUq1eP7O3teSc9qFmzJrVo0YLkcrmBxrIsmZub09SpUzm3LSoqIhsbG94ehujoaHrvvfc4g59WF+qdKCws5G25VydiABUDqIiIiAClpaW8WklJCe/E50SaGWe4WohEmlaoj48PXblyhVOPi4sjAJSUlMSpHzhwgKytrTkDGBHR/Pnzyc/Pj/fh4P3336ePPvqIt+5+fn68wZ+IyMnJifdVSEZGBg0YMIC3e/f+/fuCswllZWX9I3qKqjuAGv91b1tFRP6dFBUVwd7enlfPz8+HUqmEs7Mz7zrJycmCFm4qlQrGxuLl+nvgyqXUYmNjg2nTpvHq2lHjXBgbG2Px4sVwd3fn1H18fDB8+HDe77F///4YMGAAzMzMOPX27dvDxcWFN43Ix8dH0KmoY8eOmDx5Mq++YsUKXpMHiUSCQ4cO8f7G2rZtK5jeVLt2bV7t3wyjCcr/Xvz9/Ykvd05EBND0wgjdHO7du4eOHTvy6qtWrcKIESN4b5whISE4c+YMVq1axVvGkCFDcOLECUgk3APjL168iAYNGvDaxAEaz12ukcQi1YdarYZareb1w01PT4erqyvv9nFxcZzpUIDm+zMyMoKjoyOnXtVDVlUPclX9zv8LMAwTTkT+1VXevz6NReS/DRFVaeQu5AAEAN9//71gekVaWhoWLVrEqyckJGDz5s2caTiAJtXq3LlzuHr1Km8Z169fx5EjR3j1iooKLF68mFcHgBcvXgjqIlVjZGTEGzwBCAZPALzBE9CkM/EFTwBVmswLBU8A//ng+WcgBlCRfzSlpaXIycnh1RmGwfz58yHU07JhwwbeXFxAM9vKlClTeMvIzs7GgQMH8PjxY049MTERpaWl+OWXXzj1p0+fQq1W8+bzAsCNGzcE/XavXr2KkydPCh7n3LlzBb2B5XI571ReIiIihogBVORvpaSkRPCmnpOTg+PHj/PqlpaWGDJkCG/rDgDOnTuHrVu38urGxsb4+OOPeZPAZTIZgoKCcODAAU69rKwMxsbGuHbtGqeuUqlQo0YNMAzDGeCio6Ph6uqK8vJyzuPIy8vD48ePERUVhWfPnnHu48iRI8jJyeF1EkpKSsKJEycEE9V/+OEHQStAIhL02hUR+a/xVgdQhmEkDMPcYxiGGIZxrfT5XoZhlAzDlFVavvg76/pvRaVSCXqfKhQKzsmJtUilUqxfv553FhALCwsMHDiQt4u0Vq1aWLRokc6q7nW07jr9+/fnDYDOzs6YPn067ty5w6mbmJggNTWV12i9R48ecHBwQIsWLTj1PXv2oG7duvjkk0849WXLlqFNmzbo0aMHZzfamDFjMGzYMIwaNQoODg4GukKhwLJlyzB16lTY2toa6DKZDE+fPoWDgwNu377NWYeff/4ZRMQbYNPS0vDdd98JOsmsXbuW12UI0PxWHj16xKuLiPzbeKsDKICZAPh89vYRkXWlZTPXSgqFgtdIHNC8eBeyl5JKpYL+oDKZDBEREYK60E1HqVQiODiYV1er1Zw+sJX1y5cv8+osy+LQoUO8XXtqtRrr16/nfU9oZGSEBQsW8FqkmZqa4tdff0VoaCinbmVlhdzcXJw4cYJTNzExQdu2bXHy5EneYxg0aBASExN5g3CXLl3QsGFDSKVSTr1FixZ49913eUcKzp49G4MGDcJXX33Fqa9evRpDhw7lfT9Vp04djBw5krcrWSKRoG/fvryewcbGxvD39+edJ9LFxQXt27dH48aNOd+xmZmZ4ddff8W0adPw2WefGehEhGbNmmH48OG8oyxzc3MREBDAO42XNkgLDWLasGED73cAAA8ePMC5c+d49ZSUFN4RsIBm9h2+BwRAYyUnVH52djauXr3KOztPTk4OwsLCOG0rAc1o6sePH/NeKyUlJQgPD+fdv1QqxYMHD3h1hUIh+CqBiHDz5k1eXaVS4ebNm7zXemxsLO7cucNr2RcTE4N79+7xHl9qaipu3brFex0SEY4fPy7Yo3Tx4kXB38idO3c4bUW1PHnyRHDKvqSkJE5P6z+N6syJqc4FQAMAiQBaACAArpW0vQB2/p5yGjduzJvcS6SxqhPKGysqKuK1sSPSWNUpFApenWXZv92p53/V+Wz+tAhZ3BERb26ZlqoSqPny5qpLF/n9CP1WqvqdCF0nREQpKSm0Z88e3t/T8ePHqWPHjrz1mjhxIjk5OXHqFRUVOqchLkvEwsJCatq0KQHgtIqTSqU0ZMgQql27Nm3cuNFAVyqVtHjxYmrQoAHt3bvXQFer1bRx40by8fHhdPJhWZbWrFlDrq6udPr0ac5jWLhwIdnZ2XFaDRIRjR8/nszMzGj16tWc+sSJE4lhGBoxYgSn/tNPPxEAmjx5MqceFBREADidloiICgoKCADn8RNpjtHZ2ZnXqo+I6N1336XIyEhefenSpbxGEkRE586do/T0dF4d1ZwH+la2QBmGkQDYDWAOgCKe1YYyDFPAMEwcwzBrGYbhTP6SSqXo3bs3/P394e/vj+3bt+vprq6ugnljdnZ2sLCw4NXNzMwEJ9/VzlEnxNuu86VWaBGa/xBAlfmLQqMaAfDmzVWXLvL7EfqtVPU7EbpOAM3kAmPHjuX9PQ0dOhTr1q3j7GZmGAY//PADXFxcOFtIpqamWLp0KQDu36u9vT0++ugjAJrXBq9jaWkJJycnZGdnc843aWxsjGfPniEuLo5z+j2JRIIbN24gPj6es0eMYRg8ePAA6enpvC2o1NRUFBcX87YAra2tUVFRwTsSuF69eiAijBs3jlN3dHSEsbExZsyYwalr59qcOXMmp56Tk4MRI0bg448/5tQzMzPxyy+/oHv37py6UqnEzp074evry6kDwMKFC3knMwCAgIAA1K1bV++z7du36+7/AGrybvxHqM5oXF0LNF23x1/97QnDFmhrALWh6YJuCiAUwCGuskQnIhGR/w7JycmCpvwTJkygnJwcTk0qlZKLiwulpqZy6nFxccQwDK+bz7Vr1wgA78QGBw4cIAAUGxvLqe/YsYMYhqGMjAxOfdu2bWRhYUFFRUWc+u7du8nZ2Zm3R+fIkSPUtm1b3l6Ey5cv0/Tp0zk1Io1ZO58NIZFmwoSysjJe/W1wKsK/3coPgDeAdADOxBNAObbpBEAJwOx1TQygIiIiWgoLCwVfyezYsUNwVp0PP/yQ95WAWq2m5s2b83ZVl5SUkLe3N28gSU1N5e2iJtLMGCRk5ffw4UNOo3stoaGhdO7cOV79+fPngg8ff4VX7Z9NdQfQt86JiGGYsQC2AdD200gAOAAoBLCQOAYLMQzTAcBtADZEpNe/IToRifwVqNVqwa7srKwsQSu/ly9fok6dOrzdoCzLQqVSVdndLfK/UdX3mJaWxjmvrJY7d+6gS5cuvPq5c+cwcOBAXv3y5cvo168fp8ayLB4+fIi2bdty6jKZDEVFRahTpw6nXlFRAVNT0/+0ocJ/wYnoKID60AweagHg3Vef9wXwKwAwDDOCYRj7V3/7APgBwNnXg6eISHWRmZnJOxk1AJw4cQJ5eXm8+p49e3hzOAHg+PHjuHfvHq8eERGB69evC9axqsmIRaqmqvf5QsETgGDwBCAYPAHwBk9A8x6VL3gCmpQwvuAJaMYC/JeD55/BWxdAiaiciNK1CwBt/kQWEWmnsv8cQBLDMFIAVwHcB/Dp31BdkX8IKpUKQr0tjx49EjRjOHjwIIR6Mk6fPo2LFy/y6leuXOFN5QGAa9eu4dixY7z65cuXcerUKV49OTkZ69at49UB4NatW4K6iIjIm/HWBdDXIaJkImJeBVPtZ92JyJGIrIioHhF9RUT8yUMi/3pycnIEDR9Onz4taFO3d+9ehISE8OrHjh1DYGAgp6ZUKnHp0iXeHMTS0lLcu3ePN4AqFArcunULJ06cAMuynOtcvnwZZ86c4RzhCQBnzpzBpUuXeB8SysvLeUdPauFzUhIREeHmrQ+gIv8NSkpKBANgYGCgoEvO+vXrkZqayqv/8ssvvF61CoUCBw8e5DW0SE1NxYMHD3gDzL1791BUVIQrV65wmiXcvXsXTk5OKCsrQ1JSkoEeFhYGZ2dn2Nracro6FRYWIjQ0FPn5+bzdvKdPn0ZGRgaePHnCqZ85cwaPHz/mNRVRq9WYNm2aoPG+UIDW8raNqRAR+TP5TwTQ//Wi/191vlbF79XVarXgPtRqtWAZ2gEoQnpubi5v64ZIYwHHVwYRITAwUFD/5ZdfeHWWZTFhwgTefNGKigpMmTKF1+EkPz8fv/zyC+9sI9HR0bh9+zavzdylS5dQXFzMG5yCgoLg6uqK/Px8lJWVGeh16tTBqFGjsGTJEs4g36dPH4wePRpz587lnFGjQ4cOmDRpEj766CNOu0Aiwo8//ojPP/+cczaP0tJSmJiYoH79+ryuWUeOHAHDMLx2hhcuXMDz589536MqlUrMmDGD8/i1HD58WPAhSOgBSOTt4e++X/6jqM4hvW/j0rp1a9q3b5/g0PTjx48LuhWdP3+e071ES2BgID1//pxXDw4OpgcPHvDqkZGRvLPcExElJSXRsWPHeIe/5+Xl0b59+3idYCoqKmjnzp28Di8sy9LRo0d5y2dZlm7cuMFbP5Zl6d69e7y6Wq2mkJAQXl2lUtHt27d5dYVCQSEhIbyOUTKZjCIiIngdSKRSKT148IBSUlI49dLSUnrw4AHFxcVx6izL0sOHDyk3N5f3HEdGRvLm7xERxcTEUHJyMq+emJjIu38iTY7d06dPefXc3Fx6+PAhr56dnU3379/n/R1LpVK6d+8eZWVlceoVFRV0//59wTy/8PBwXo2IaMmSJYKuVE+fPhV0mTl06BCdPHmSV//pp59o4cKFnJparaZ169bR+++/z/k7VygUtHHjRho1ahTneZbL5bR9+3YaPXo0p1OQUqmkwMBA+vTTT+nw4cMGOsuylJaWRp988gldunSJs445OTn0wQcf0IkTJzj1qKgo+uCDD2j9+vWcemhoKH388cc0c+ZMTj0mJoamTJlCX3zxBaeelZVF8+bNo0mTJnHqSqWSli9fzqsTEe3bt4+mTJnCqwcHB/PWj0hzDmbNmsWrax2f+GBZljZs2MD7O8O/PQ+0uhcxD1RE5J+DULJ9bm4u7dq1i1c/evQoDRw4kFefM2cO1a5dm1cfNWoUAaC0tDROffDgwQSAN5cyICCAANDKlSsFyx8/fjyn/uWXXxIAGjJkCKe+ceNGAkC9e/fm1K9cuUIAqEOHDpx6WloaWVpakr+/P6euVCqpVatW1LJlS06diGj+/Pnk5+fHq4eEhJDQPVcqldLYsWN5dSKiM2fOCP4OsrKyBO1DWZYVA2h1LWIAFRH59yDkt8uyLO3Zs4dXLywspK5du/Lq8fHxZGpqynvzjYyMJAAUERHBqUdERAh6wT579owkEglvCyorK4ssLS1p6tSpnLpcLid3d3caM2YMp86yLPXq1YsGDx7MqRNpvGT5AjCRxoxByMyhoqKCRo0axasTEZ06dUpQLy4uFtT/TKo7gP4n3oGKiIj8OxDy22UYhndKOUDjd8s3LR4AeHt7Y968ebzv4n19fTF8+HBer9mWLVti2LBhBl6sWho3bozRo0fz6rVr18b06dPh4uLCqZuZmWHJkiW8uZ4Mw2D16tWChh2zZ88W9Jpt3bo1Zs2axaubmppi48aNvDoAvPfee4I615R8/1TeOiei6kZ0IhIREfm9yOVymJub8+pxcXHw8fHhNSR49uwZjI2NOQd7AUBiYiKSkpLQp08fTr2goAB37tzB4MGDOXWVSoUbN26gb9++vHV88uSJYJAsLi6GnZ0dr/5vprqdiMQAKiLyF0JEgm4wSqWSd9YSlmWrnPFE5O2nqu+xqt+IyB/nv2DlJyLyVsM3nRQAwQmhKyoq8Ouvv/LqQUFBvBOTAxo7QKE0kejoaF4N+JelD/yDqeohSAye/xzEACryn4Mv3xXQdG/x9ViwLIv58+fzztf49OlTzJ07l7fsxYsXIyYmhrfsr776CgUFBZy6SqXCypUrkZaWxlv+l19+yWnkoEXIShAQA6yIyJsiBlCRfyR8N/v8/HwEBgZy6qWlpVizZg327NnDue2VK1fg6+sLR0dHA02hUODjjz/GsWPHUK9ePQM9PT0d/fv3h5OTE2fZQUFBWLt2Le/k3vv370dERARvAD106BBevHiBxMRETj08PBzXr19HfHw8p65SqTB79mxBM4O9e/fyakDVhh8iIv81/hMBNDY2FlKplFePi4sTNBJPTExERkYGr56cnIyEhARePSMjA5GRkbw3/by8PNy7d4/3BlVWVobr16/zdt8pFApcunSJ16lHrVbjwoULKC4u5tSJCBcvXkR2djavfvnyZSQlJXEeAxHhypUriIiIQGFhocE6RIRLly7h8uXLuHPnDiIiIvQs44gIp0+fxvbt27F27Vps3rxZ71hZlsWhQ4cwZ84cvPPOO1i+fLnePpRKJbZu3Yo+ffrA09MTdnZ2et1gMpkMy5Ytg4eHB7Zv347Ro0fr1a+kpAQTJkxAv3790Lx5c3h5eenpZWVlePfdd3HgwAHOwR9yuRxjx47Fy5cv4e3tzamvWLECRMQ5HZlMJsO2bdsAaB4AXodlWaxevRoAOK0AAeCHH34AAN4ZX44fP46UlBRepyGZTIavv/5a0Glo+/btvJq2DJF/PlX1RAj14AAQvNcCGt9qoX28ePFCcB8JCQmCPS0JCQkoLy8XrEO1UZ05MW/j0rp1a/ryyy/JwcGBvv76a063mqVLl5K5uTl9/PHHdPfuXYMk3p9//pkkEgm98847dPDgQYMJeQ8fPkwAqE2bNrR+/XoDtxftTPU+Pj70zTff0OPHj/X2ER4eTkZGRlSnTh364osv6Pr163r5bvHx8WRpaUn29vb00Ucf0bFjx/Qm7c3MzCRHR0eysLCggIAA2rZtm14dS0tLqU6dOmRkZEQdO3ak77//Xs9RhmVZ8vT0JADUoEEDmj9/voHrT8uWLQkA2dnZ0ddff23gSNOjRw8CQObm5rRo0SKDc6RNQvf09ORMlNYmmfft25eys7MNvqMJEyYQAJo9ezZnkvX06dMJAG8e4OzZs4lhGLpw4YKBplKpaMGCBWRiYsLrErNt2zby8PDgdYk5dOgQDR48mA4ePMipnzp1ij7//HNeR6fLly/T9OnTOXMM5XI5Xb58mcaMGUN37twx0GUyGc2ePZvat29PW7du5Sx/8+bN1KZNG04XHSKiBw8eULt27SgqKopTVygU1LdvX0Enod27d/NqRES7du0STIA/cOAAr9sUkWZCaiEnpNLSUl4nJSJNEr+Q05FcLqfY2FiSSqWculKppPj4eEpNTeXUWZaluLg4QUemmJgYunz5Mq8eHR0t6OoVHR1Nt2/f5jUaeP78OV27do33PCUnJ9OxY8d4XbmysrLo559/pvv373PqRUVFtHjxYjp06BCnLpPJ6IsvvqClS5dy6mq1msaMGUMjR47kndh85MiR1LlzZ0pMTOTUJ0yYQA0bNqSLFy9y6rNmzaLatWvT+vXrDb5LiEYKbx5AR44cSfb29tSpUyeaMmWKwY9n9uzZVLt2bQoICKAlS5YY2PJt2LCBnJ2daejQobRhwwZ69uyZnn748GFycnKiDz74gDZv3kyxsbF6+q1bt8jBwYGGDRtGW7dupYSEBL0LIDo6muzt7em9996jLVu2GPxwMjIyqGbNmhQQEECbN282sIQrKSkhd3d3CggIoO3btxsEcIVCQX5+fvTee+/R/v37qaioiF6nd+/e9OGHH9KFCxf0grOWTz/9lMaPH897c1iyZAnNnDmT185u7969tHjxYt6L5u7du7Ry5UreRPmCggJasmQJ742jtLSUduzYwakRaS5soQRvtVpNt27dEkzULy0tpZKSEsEyhBxUhLTqoqp9/BV14OP16+Z1YmNjBc//kSNHBC0lv/76a0EbuYkTJ5KPjw+v/vnnnxMA3iA8d+5cAsD7ELJ69WrdQx4Xe/fuJYlEQu3atePUo6KiqE6dOmRtbc1pPVpYWEidO3cmExMTzutQrVbTZ599RsbGxrRt2zbOfaxdu5YA8LoBHTt2jABQ48aNOetw9+5dkkgkZGFhQY8ePTLQ4+LiyNzcnADQihUrDPScnByytbUlANSuXTvKzMzU0+VyOdWqVYsAkLW1Ne3cuVPvN8uyrO5hHq9cm16/3w0ZMoSMjIzI3d2dPvjgA3rx4oVOEwPoHwigeXl5gjeOwsJCQb2oqEhQLy4uFtRLSkoEn7zLyso4g5aW8vJyQS9fhUIh+GTOsqzgk712H0JUVFQI6kLHp63D/6KLiLAsy/nwpyU/P5/Wrl3Lq8fHx1Pbtm159ZiYGDI1NaXc3FxOPSEhgWxsbOjAgQOcenJyMtWqVYs+/PBDTj0tLY08PT3J0tKS83rJyckhf39/AkA3b9400IuLi2nIkCEEgObNm2egl5eX0+zZs0kikVCzZs0Mrim1Wk1btmyh2rVrk0Qi4extuHjxIvXq1YsA0Pz58w30iIgImjlzJnl4eJCnp6fBuXrx4gVt2bKFxo4dS40bNzb4PnJycujChQu0detWWrBgAX3zzTd6966SkhJ6+PAh3bt3j27dukVXr17V24e2FyA7O5tkMhnnfSM9PV208quuRbTyExH57yD0oElEvF30WlasWEH5+fm8+v79+2n79u28enBwMPXs2ZNXT0xMJBcXF96JA0pLS6lv3760aNEiTp1lWVq9ejX5+PjwPnSGhIRQo0aNOIOwdh9Lly6ljz76iLeeUVFRNHXqVIqJieGtR3h4OF27do23DCJN40OoV+GvproDqGikICIiIvIK7eA1PjMLQDNokGtaOi03b95Ejx49ePXY2Fjk5uaiS5cunLpCocCuXbswefJk3jJu3LgBLy8v3nrI5XKEhoaia9euvGXk5OTAwcFB8FiJ/l2mDqIT0RsiBlAREZG3jaoC078tcL0tiE5EIiIiIv9wqgqOYvD8ZyAGUBGRPwkh273k5GReLS4ujtdQQa1WIzw8nHfbgoICqFSq311HERGRP44YQEVEOCgvL0dMTAxCQkLw+muOjIwMHD9+HN9++62B8YFUKsWhQ4cwePBgPHjwwKDcqKgofPDBBzh69KiBRkTYvHkzxo4dCwcHBwNdJpNh2LBhePnyJW+dP/30U97puFiWxcWLF3mPWVsHERGR34cYQEU4qepGKtS6IiIUFRXx6jKZDPHx8bzOS+np6QgMDMTLly856xEUFITNmzfjzJkzePjwITIzM3XrERHWrl2LSZMmYebMmfjmm28QHBys27awsBADBw5EixYt0KBBAwwfPhw5OTk6/dSpU3BycoKVlRXeffdd2Nra6rrTysrK0KdPH9StWxdjxoxBz549UaNGDd22J06cgLOzM0aNGgV/f3907txZp5WUlGD06NHw9fVFeHg4pk+frndMGRkZ6N+/P6ZMmYLRo0cbdOEVFRXhnXfewdmzZzkHhiiVSgwfPpy35QoAK1euxP3793n1J0+e4N69e7y6Wq2u0oVGROQ/RXUO6X0bl9atWxvkBN2/f59+/fVXXW6kQqEwMDZYtmyZbqi5QqHQy9tKT0+nqVOn0q1bt0ilUpFCoaCKigpdGYWFhfTpp5/SiRMnqKysjJRKJcnlclIqlcSyLJWXl9OYMWNo9+7dlJubS0qlksrLy6miooKUSiUpFAr6+OOPadOmTZSSkkIqlYqkUimVl5eTXC4nuVxOY8eOpZUrV1JUVJROr7xMmDCBFixYQPfv3yeVSqUzASgqKqLCwkL67LPPaNq0aXT58mWSyWRUUlJCBQUFlJ2dTS9fvqSPPvqIxowZQwcOHKCcnBwqKSmhrKwsSk5OptjYWOrXrx/179+ffvjhB4qMjKTCwkJKSUmhJ0+e0N27d6lFixbk6+tLU6dOpSNHjlB8fDzFxMTQrVu36MiRI1SrVi2ys7OjXr160YIFC+j58+f08OFDOnr0KC1fvpyMjIwIANna2uocpG7evEnr16+n9957T5dI7efnR+fOnaP8/Hw6deoUTZ8+nby8vAgA1alThw4ePEgsy1JhYSHt2bOH+vXrR5aWliSRSOjbb7/V/TaKi4tpw4YNVL9+fbKxsaEOHTroOSKVlJTQ/PnzqW7dumRqamrgJlNaWkpjx44lW1tb6tu3r8HQfalUSl27diUTExM6fvw4vc7Tp0/Jzs6OLC0tOXMd161bp3O74mLZsmUEgD777DNO/fz588QwDP3yyy+ceklJCTVo0IDCwsI4dSKi5cuXC+Yr85lo/JOoKuVCpVIJ5kSzLCvohkREvC5AWvjyG1/fzx/hfy2XZVkDYwOhMrjyMSvrFRUVBm5Br38Hr6fSvK6HhITopR69nmN7//59nXsTxDzQNw+ggwcPJnt7e3JycqL69etT48aNCQBZWlrS6NGjqX///uTg4KBbx93dXXeDbt26NfXv359q1KihW8fR0VGnOzs707vvvku1atUiR0dHsre3J3t7e5JIJASALCwsaMCAAVS7dm2qWbMmOTg4kIODgy5AGBkZ0cCBA8nZ2Zlq1aqlW8fY2Fi3j4CAAHJ2dqY6dero1jMzM9Pp7777Ljk7O1PdunXJxcWFXFxcyNLSkgAQwzA63d3dnTw8PKhevXpkZ2en239AQAC5urqSl5cXNWjQgJo2bapzA7G0tKThw4dTs2bNqGHDhuTn50ft27cnNzc3AkBubm701VdfUdeuXcnX15c6d+5MAwYMoPr165NEIqE+ffrQvn37aMSIEdS2bVsaOHAgffbZZ1S/fn2qW7cuLV68mFJSUuirr76inj170meffUbfffcdubq60qhRo3SOK9999x0FBATQokWL6ODBg9S0aVM6cuSI7mLatm0bjRgxgrZv304nT56kGTNmUHFxse4iOnbsGI0bN46uXLlCZ8+epbt37+pdZNevX6cpU6ZQbGwsHTlyxCCf8NGjRzRz5kwqKCjgzCVMSEigb775hsLDwyknJ8dAf/nyJX333Xd08eJFzptOTk4Obdq0iY4ePWqgEWmcmDZu3Ehbtmzh1KVSKW3YsIE3yV+bRB8cHMy7/d69e3mDIMuyvDaFWoQs7Ig0FmtChhuLFy/W+85eJzQ0lNLS0nj1W7du0bFjx3j1Bw8e0IwZM3j15ORkeueddygvL49Tl8lkNGDAAM4HICLNOR4+fDh98sknvPv49NNPqVGjRry5ptOnT6cJEybQzp07OfVvv/2Wli5dSrNnz+Y0T9m4caPud37kyBED/cCBA/TOO+/QxYsX6eeffzawzbx27Rr5+/vTxo0bKTQ0lNavX6/3e33y5AnVr1+fpk+fTleuXKE5c+bQgwcPdHpmZibVqVOH3n//fVq/fj2tXbuWPvvsM91+tE5DnTp1oi+++IK2bt1K9erVox9//FF3zdWrV48aNmxIAQEBNGPGDGrevDl17NiRzpw5Q2q1mtq2bUvOzs7UunVrGjRoEHXo0IHMzc1p3LhxFB4eTgEBAWRvb0/16tWjNm3aULt27XQ2pWIA/QMBVEtFRQXl5eXRunXrqH379jRnzhw6e/as3o9ZoVDQ5cuXqW/fvrRq1Sp68OCBwVNUXFwcDRo0iDZt2kQxMTEGN8Ts7Gz68MMPaevWrXo2UlpKS0vp448/ph07dnDeEBQKBU2aNIl27tzJ6d2rVqtp5syZtHv3bgMrLC2LFi2i3bt38z4Nr169mvbv308FBQWc+s8//0xnzpzhdSjas2cP3bt3j/eJ/cSJEwYWW5UJCgridQtRq9W8fqNEpGvN8/FvdjX6Nx9bVZSXl/P+3omIUlNTaeHChbz648ePqU6dOry/ndu3b5ODgwNn4CEiunHjBtWsWZPeffddTv3+/ftUq1YtkkgknEYJ6enp2ps4b0/BiRMndA/eT58+NdDz8vJowIABugfr149FJpPRhg0byNHRkSQSCf322296ukqlorNnz1KvXr1IIpGQp6en3n60BgkzZ86kOnXqEAAaOHCg3kNFSkoKbdmyhQYMGEASiYQkEgnNnj1b15IsKiqiS5cu0YIFC3THa2trS+vWraOKigqqqKigyMhI2rdvH40fP17XEHB1daVt27aRUqmkjIwMCgoKop07d5KDgwMBIHt7exo7dixlZ2eTVCql+Ph4unnzJnXp0oWsrKyoQ4cONHnyZHr06BGp1WrKz8+n58+f09SpU6levXo0YsQIMYC+6cLlRPQ2OWOIiIhUH0JexUSaVqjQw9mzZ89o+fLlvHpmZia9++67nA+2RJqeghkzZtC4ceM49ZycHFq8eDHVqFHDoBeESGOFt2LFCmrYsCE1btzYoJWpUqnohx9+oG7dupGJiQlNmjTJ4KEqIyODhg4dSm5ubsQwDO3atctgPxcvXqR27dpRnTp1yM7OzsCYXaVS0YwZM6hTp07UvHlz6ty5Mz158kRvnSdPntCoUaN0r3uWL1+u13PDsiytX7+eli9fTps2baJ9+/YZPBSEhYXRgQMH6NatW5SQkGDwwF5cXEx37tyh7Oxs3ofHxMTEKq1StVR3ABWNFEREREQqUVFRwTtvK6AZzVxYWKg3gOx1EhIS4OnpyTsiuqysDA8ePECvXr04dSJCeHg4lEolOnTowFtGUFAQmjZtyutIlJeXhydPnqBdu3awsrLiXKeiogJZWVlwd3f/1+efik5Eb4gYQEVEREREANGJSERERERE5K1ADKAiIiIiIiJ/ADGAioiIiIiI/AG433ALwGjeMjsTUeafUB8RkWqFiFBWVgYbGxtOPTU1FQDg6uoKiUT/ebKgoACPHj2Cq6sr6tatC2tra52mUChw8uRJ2Nrawt7eHvb29nB2doajoyPUajWOHDkChUKhW79NmzZo2rQpWJbFhQsXkJ2djby8POTl5WHUqFFo1aoViAgpKSl4+vQpnj59ipiYGHz55Zfw9///VzaFhYW4evUqLl++jAkTJqBjx456dZbL5Th27BgcHBwQEBDAecxxcXFo0KDBm51IERERQ37vcF0A1gB2AZADkL767D0A31bnsODqXn7PhNp8uY5ahCbYJdIkyQsNo87IyBAcXp+fn887LJ5Ik78aFRXFO4ybZVkKCwsTrEN4eDjJ5XJBXaiOoaGhBknXlbl9+zYlJiby6mfPnqXQ0FDeFKJffvmFLl68qHOHqoxUKqXPP/+ctm3bZpB3y7IsBQYGUrdu3Wju3Ll04sQJXW6tVCql2NhY6t69O9WrV48GDx5MixcvpsjISCoqKqKwsDBauXIlASBzc3Nq1qwZbdy4kcrKyigiIoJ2796tM5wAQGPHjqWcnBxKSkqiX3/9VZfjJpFIaMqUKZSXl0fl5eV0/vx5at26tS6fb+PGjbrv5sWLF9SrVy8CQDY2NnpJ+SzL0pgxYwgAmZqa0unTpw3OkdaAY+3atXpaQkICffXVV+To6EgtWrQwcMthWZauXbtG3bp1o927d3N+B3K5nHbt2iU4KbWQC89/gd+TAid0HYr8veDvSmNhGGYbgLoAvgUQSEQODMPUBXCNiJpUW0SvZvz9/WnWrFnIysqCubk5zM3NYWFhofvb3Nwc06dP1wZbtGzZEtbW1jA1NdUt69evR2JiInx9fdGqVSu4urrC2NhYt5w6dQrXrl1D06ZN0bx5czRq1AhmZmaQSCQwMjJCeHg49uzZA29vbzRt2hTNmjWDnZ0dJBIJJBIJXr58iXXr1qFOnTpo0qQJmjZtijp16sDIyAgMw6CoqAjr16+HqakpGjdujCZNmuiGyDMMg/LycmzevBlSqRQNGzZE48aN4ePjAzMzMzAMA6VSiR07diA7Oxve3t5o1KgRGjRooDesfd++fUhKSoKnpycaNmwIHx8f2Nvbg4jAsiyOHz+O58+fo27duqhfvz68vb1Ro0YNnT/qpUuXEBcXB0dHR3h6eqJ+/fqoUaMGlEolFAoFbt++jZSUFJibm8PV1RUNGjSAtbU15HI5ZDIZwsPDUVBQAIlEAmdnZ/j4+ECtVqOkpASlpaVITU2FWq0GwzBwcXGBo6MjCgsLUVpaCmtra53BupOTEywtLSGVSmFsbAw3NzfIZDJERUXBzc0Ntra2yM/Ph7GxMRo0aAAfHx/s2bMHHTp0gLm5OTIyMpCRkYEmTZrAz88PISEhqFWrFiZMmIDDhw8jODgYdnZ26Ny5M8rKypCTk4MNGzbAwcEBX3zxBUJCQtCpUyd4e3sjNDQUu3btgre3NwoKCjBixAjEx8dj5MiROHPmDE6ePImGDRsC0BjB9+3bF2q1Gnl5ediyZQt69+6t+34UCgU6d+6MpKQkvP/++9i2bZteykFRURHq16+PsrIyhIeHo1mzZnrXQU5ODlq1agU3NzcEBwcbtLbVajV69eqFXr16YdGiRZzX0vr16+Hr66tXr8rcv38fXl5eqFWrFqd+5coV9OnTx2DfWm7cuIFOnTrxppCoVCoolUpYWFhw6mq1Grm5uXB2dubUiQgPHjxA+/btOXUA+PXXXxEQEABHR0dOfevWrbC2tsbo0aM59fv37+Onn37CTz/9xFnG/fv34e7ujpMnT2LKlCkGaSNhYWGoWbMmLCwskJmZiZYtW+rpjx49AsuyaNmyJdLT02FhYQEnJyed/uzZM2RmZqJDhw6wtLREYmIi6tatC3NzcwBAYmIinj59ijZt2qBu3bq6bRo2bAgjIyO8fPkSQUFBaN68ORo2bAhTU1MAwMOHD9G6dWsUFhbi1KlT8PHxgY+PD5ydnXX3oLCwMLRp0wb79u2Du7s73N3d4eHhAVtbWwBASEgILCwscOfOHdSuXRvOzs66xcbGBkSENWvWQKlUws3NDY6OjqhRowYcHR11y8mTJ3Hy5Em0bt0arq6usLW1hZ2dHWxtbWFra4uSkhKMGzcOvr6+aNu2LRwcHGBpaQkrKytYWVmhQ4cO1ToK9026cAMANCGiYoZhCACI6CXDMC7VVZk/C+2NOCcnB3K53GBJT09HYWEh4uPjERoaik6dOsHCwgIKhQJKpRIZGRnIzMxESUkJMjMz0apVK9SqVQsqlQpqtRqZmZmQSqWIjY2FWq2GQqGAp6cnWJbVXdTa9WxtbWFpaQkfHx8AmpyyoqIiEBFKSkpQWFiI3Nxc2Nvbw8jICEQEqVQKIkJFRQVkMhmkUimUSiWMjIx0+9CWpQ1oRKS7UTEMo/tbG9RNTU31bkRGRkYwMjKCpaUlbG1tUbNmTdjZ2em2tbS0hJmZGZycnFCvXj00adIEtra2uu1CQ0NhY2ODJk2aoHXr1mjevDksLS1hamoKExMTvHjxAmq1Gm3atEHHjh3h7e0NCwsL3TJr1ixUVFSga9eu6Ny5M2rWrKm7OKytrTFy5Eg4Ozujf//+8PLygpOTE2rWrAlra2ukp6fju+++Q9OmTeHn5wc3Nze4uLjoLv5r164BAIqLi9GgQQN4e3vD0tISAFBaWopp06bBxsYG4eHhaNGiBTw9PXU3tqSkJHh5eemC7ubNm3X5fzk5OXBycgLDMJDL5fj8889x5MgRmJubo7i4GDY2Nrrz7uDggK+//hrdunWDSqXCggUL9LqELS0tsWHDBvj7+yM1NRUeHh56v2FTU1Ps27cP+fn5aNeuncGN197eHtevX8eNGzcMgicA1KpVC7du3UJxcTFnADMyMsK+ffv0bsavwzdLjBY/Pz/e4AZA98DIB1/OpJasrCwkJyfrmfRXJiEhAfPnz8exY8dgZGRkoD979gw9e/bEtWvX0KlTJwM9Li4On376Kfr06YMLFy4YlFFWVoYFCxaguLgY5ubmGDZsmEEZP/zwA44fP46IiAhcunTJID/z+vXr+Pnnn5GVlYWwsDBs3bpV75w9fvwYa9asgaWlJWJiYvD9999j5syZuvP24sULrFu3DqmpqfD19UVYWBg2bdqEESNGgGEYZGVlYePGjRg1ahS8vb3h4OCAZ8+eYcOGDRg0aBCKiopw/PhxzJs3D2VlZfD390dxcTFyc3OxatUq+Pj4ICgoCD///DPi4uLg7OyM5s2b4/Hjx7C0tMS0adPw9OlTnDp1CvHx8cjNzYWHhwd8fHxw9uxZNGvWDB4eHjA1NUVaWhpSU1MhlUpRt25dmJqaIjw8HB4eHmjYsCHMzMyQnZ2NrKwslJSUwMHBAbm5uSgrK4O7uzu8vLxgaWmJwsJC5Ofno6CgQHf/O3bsmG6/5ubmKCkpQUlJCYqLi5GUlISIiAgcPHgQrVu3hpeXl267auf3NlUBZAAwffV3Af1/t256dTaJq3upqguXZVnasmUL3b9/n9fi6+zZszp7KC5CQkLo6dOnvF2sz58/F9Szs7MpPDycV5fL5RQcHMzbNcSyLIWEhAgafT98+FCwC/fp06eCXXdxcXGC3XepqamC3Vt8loFahOou8vv5L1v9EWm6mIVeyeTk5NCJEyd4TdCfPHlC3377Le3fv99ALygooFOnTtGcOXOoR48edO3aNYPtt27dSp988gl17NiR/Pz86NGjR3rraG04vby8yMrKilq2bGlg96lWq6l37966Vwd9+vQxsMXMzc2lzp076/llV7YFValUFBERQS1atNCt884771BsbKxuncLCQgoMDCRPT0/dOgMGDKDk5GTd8SQnJ9OpU6fI2tqaAJCjoyNNmDBB91pLqVRSQkICbd68WTeBQ7du3WjdunW6a1qhUFBycjKNGDGCXF1dqX///jR37lw9JyaWZSk+Pp78/Pzoww8/pDVr1tCNGzcMnJjWrVtHEydOpL1799Lz588NvsfIyEiaMWMGnTx5ktOTGn9jF+4xAFFEtJRhmAIicmQYZj40rdIx1RfSqxfRSEFEROTPgGVZwRY1ULWrkVQqhVwuN3A1YlkWcrkc5eXlKC8vh6mpqV7XNMuySEpK0vUQSSQSWFlZoWbNmrp1VCoVHj16BBsbG91ibW2tV2e5XI6nT5+idu3acHJy4uxBKCoqQkZGBtzd3fV6TSqTm5sLMzMzXXctF2VlZbzbA5rG3J/thPS3ORExDOMG4Mar/3oAeA7ABEAvIuKe4fctQAygIiIiIiJA9QfQ3/0OlIjSGIZpBmAgAE8AKQDOE5GsuiojIiIiIiLyT+GN8kCJqALA8T+pLiIiIiIiIv8YBAMowzC7f08hRDSueqojIiIiIiLyz6AqKz91pcUEwGgADV793eDV/9/YzUhEREREROSfjmAAJaIJ2gWaYc7jiagzEY0hos4AxJanyF+O0MA3hUIBlmV59ZycHN7t8/LykJOTw6lVVFQgLCwMSqXSQGNZFlevXkVubq6BplarcfLkScTHxxvUKzc3F4cOHcLjx48hk+kPJXj48CEuXLiAp0+fori4WK+827dvIzIyEikpKSgpKRE8HyIiIn8eb9J6HARg7GufHQLwc7XV5m9GKpVi27ZtGDhwoM7o4HU2bdoELy8v9OrVi3PI94kTJ/Dy5UsMHDgQ9erVM9AfPXqEgwcPYtCgQejQoYNB8nheXh4WLFiAfv36oU+fPgYerkqlEtOnT0fbtm3x7rvvonbt2gb7mD9/PurUqYOAgAB4eXkZ6Bs2bIBCoUBAQACaNGliMHT8t99+Q1JSEgICAtCqVSsD/cyZMwgNDcXAgQPRpk0bg4TzS5cu4fr16xg4cCA6duwIExMTPf3cuXO4evUqBgwYgO7du8Pc3BxEBLVaDZZlsXv3bjx8+BDvvPMOunXrBktLSyiVSt0yf/58KBQK9OjRA506dYKdnR0qKipQUVGBgoICjB49Gi1btkTHjh3Rpk0bODg46NIBDh48iAsXLqBDhw5o3bo1mjVrBhsbG5SWliIzMxNTp06Ft7c3WrZsiSZNmqBFixaQSqUoKirC8uXLUVxcDF9fXzRt2hQ9evSASqVCXl4edu7ciefPn8Pd3R1+fn547733AAAZGRnYtWsXkpOTYW1tjc6dO2P06NGQyWRITEzEpk2bUF5eDolEggkTJmDMmDFISUlBYGAg9uzZAwCoWbMmvvvuO4wcORLh4eH46quvEBERAQDo3bs3Nm7ciKZNmyI0NFRXJyMjI0ydOhVLly6FhYUFiAirV69GfHw8Kioq0L9/f4waNUrvu42IiEBBQQEsLCzQsWNHg+9d6wSlXd5GqkqFkEqlvBNLA5pz4Ovry2vq8PDhQ+Tk5KB///68+8nKykJ8fDy6dOnCux+1Wo3w8HC0bduWdx0AiI+Ph7e3t+AxvXz5Ei4uLoLrZGdnw8nJSTDtJisrC7Vq1RJcJy0tDa6uroL7qqrOZWVlyMzM5L3HAtCl1vC5WimVSp2zFV+aUGBgIFxcXNCkyZ9nlPcmaSwJACYS0Y1Kn/UAsIuIDO/Sbwn+/v7k5uaG0NBQPfs9IyMj3d9paWkoLi7W2d4REUxMTGBjYwNHR0cUFBTodJZlwbIsGIaBubk57O3tIZPJUFJSotuntqVhbGwMGxsbqNVqlJWVAfh/4wpA4xBkaWkJiUSi07XraLGwsICxsTGvrrUbrOyyUVk3MTGBhYUFSktLOXVjY2NYWVnp1b+ybmRkBCsrK0ilUr0WlHYdrUuRTCbT6ZW31x6jQqGASqUy0CUSCSwsLHTB8fXyjY2NYW9vD6VSqTsGXRIzw8DKygrOzs6Qy+XIzMwEwzA6JyZLS0vUrFkT7u7uKC0txbNnz0BEUKlUMDMzQ61ateDh4YHatWujuLgYt2/fhkKhgImJCWrVqgUvLy+4urrqvuNff/0VDMPAyckJPj4+cHNz0zkinT59Go8ePYKjoyO8vb3h4eEBFxcXuLi44OzZs1AoFIiKioKXlxfq168PLy8veHl5Yfv27WjVqhVmzJiBAQMGwN3dXWejtmbNGsyaNQuTJ0+GtbU1WrZsCWdnZ1haWuLp06dYv349BgwYoLtR9enTB1FRUbCxscGuXbsMbuBjxozBqVOnsHHjRowfP97gBjd37lyEhoZiz549nA9/33//PbKysrBy5UrOfL7Tp09DpVJh6NChnDfPsLAwKBQKThcgAIiNjUV6ejqvVWBycjKOHj2Kr776ijPAFRYW4rPPPsOmTZt0NnWVUSgUaNGiBWbOnInPPvvMoI5EhEaNGsHU1BSbNm1Cjx49DMro0qUL7t69iy5dumDVqlUGZv4ffvghioqKcPXqVXTv3h2LFy9G9+7ddfuaOHEi4uLi4OPjg5MnT6JZs2aYO3cu+vfvD4lEgq+//hpBQUHw9PSEh4cHAgMDYWRkhJkzZ2Lo0KHYsGEDjhw5AldXV93y6NEjPH/+HFOnToVCocDWrVv1bPKcnZ2RkJCA69evo2PHjrh79y6cnZ1Rs2ZNODk56X7DcXFxOHPmDBQKBdzc3FC7dm09Gz1HR0dcuXIF169fR40aNeDp6YlatWrBzs4OdnZ2sLe3h0QiwapVq8AwjO76cnJy0uWgWllZYfv27SgtLYW5uTmcnZ3h5uYGBwcHWFlZwdLSEidPntTlwNrY2KB27dqoW7cubGxsYG5ujtu3b+seiAGNC1etWrVQu3ZtmJubIzIyEsXFxWBZVpeHq13n6dOnf1se6DhoWpvHACRDk8oyDMA0Ivpdg43+Dvz9/SkkJAQqlYp3kcvlqKioQHFxMSZMmID27dujZ8+e6NKlC2xsbHR+rmq1GvPmzYOlpSX69u2LHj16wM7OTmfpR0T49ddfERYWhgEDBqBPnz662Tm0wSU8PBwbN27EwIED0b9/fzg5OYFlWV3AKCgowNSpU9G7d28EBASgbt26erparcb48ePRqlUrDBo0CPXr19d9DmgC1pw5c1CjRg0MHDhQZ+tWOfitXbsWxcXFCAgIQLt27WBkZASlUql78ty3bx8iIyMREBCAbt26wdTUVKczDIOTJ0/i+vXrCAgIQK9evWBpaQmVSqVrmVy+fBlnz57FoEGD0LNnT5ibm+taLxKJBBcuXMCNGzcwePBgdOzYEcbGxrqHEoZhcPToUSQnJ2Pw4ME6r9jK+vbt21G7dm307dtX1wugTWqXyWTYvXs3Bg8eDFdXV90xawNuSEgIbGxsDOzuiAhFRUWIi4tD27ZtDW6uLMsiPDwc/v7+nMEhLi4O3t7enE/v6enpcHV15Wwd5eXl6ZLfK+ta+8bKgUqrJycn61kVVtbPnz+P3r17c/aOxMTEwMTEBN7e3gYaAOTn58PBwYG3BaJSqaq02/s7kcvlePnyJSwsLODiYugwWl5ejjNnzoBhGLRv397AZq+iogILFy6EWq2GjY0NPvroI4NZa7744gsEBwfrAtOECRP0rAXz8/Px008/4bvvvoO7uzvq1auHjz/+GKNHjwbDMCgpKUFCQgLCw8MxadIk3fcxdOhQzJ8/H0SaGXmSk5ORnJyMFStWICMjA46OjujXrx+WLVsGhmGQnp6uW44cOYKIiAiYmJigQ4cOmD9/PmrWrImsrCxkZmYiKysL169fR1BQECQSCfz8/DBlyhR4eXkhLy8Pubm5yM3NRVBQEG7evAlTU1P4+vrik08+Qf369VFQUIDCwkIUFBTg0qVLuH//Puzs7NCiRQuMHDkSLi4uKC4uRnFxMQoLC7Fnzx4kJSXBx8cHfn5+GDp0KKysrFBaWoqSkhJkZ2dj+fLlsLa2RqtWrdC6dWv07t0bLMvqenuuXr2KU6dOoUWLFvD390fbtm3h4+MDuVyus+ybMWMG6tatiw4dOqBt27bw9fWFRCJBeXk5ysrKsHv3bjx+/Bhdu3ZFp06d4O/vj9atW/89ARQAGIbpAmAMAFcALwH8SkR3qqsyfwZvYqSg7foS6p74K9wyRERE/rkUFhbqfKL5yM7OhlQqhYeHB+96crkcd+/eRbNmzVC7dm3e+8758+fh7u6uaz1zce3aNdja2sLX15fXr/jGjRuws7ND8+bNBctxd3dHgwYNOOvDsiyuXbuGNm3a8Bry5+TkICsrC82aNeN9WIuPj4eLiwtvd7s2SPJ18QL6D6da/jYnon8qohORiIiIiAjwNzoRMQwzik8jooPVUx0REREREZF/Bm/yQmPla/+v9Wr7lwDEACoiIiIi8p/iTbxw9YblMQxjDE1QTa7mOomIiIiIiLz1VOVExAsRqQAsAjC/+qrz+2AYxohhmLUMw+QyDFPKMMwJhmFqVr2liIiIiIhI9fCHA+grXKCZVPuv5msAgwG0g2ZEMAD89jfUQ0RERETkP8rvDqAMw2x/bTkA4D7+ntlZJgJYTURJRFQMYC6AfgzDeP6vBRMR4uLiBO3R4uPj9YwLXicnJwdpaWm8ulKpxNOnTwX38ezZM0FLuri4OJ0xAReJiYmctnNaUlJSoFAoePWMjAxBPTs7W7D8vLw8wfrl5+frclf5dKHzU1BQwKupVCo944nXKS4u5i1b62jER2VDitcR+k28btWnhYh498e3DcuyuiTy1yksLOStg9D5FtF8F0LXHKBx/RE6x4Am/SQiIqLK8/3w4UPk5+cLrpOWloaYmBjBa0GlUuHBgwdV7i86OrrKdV68eFHlOcjIyBDUWZZFXl6e4DrFxcWC9xcAVZ6bymYKfGRnZ/+pVpdvMojI5LX/FwCYB+BA9VWnahiGsQPgDiBc+xkRJTIMUwLAF6+9k83NzUXDhg11N/vu3bujR48eOjcbbcDMy8vTXUCXLl2CSqWCr6+vztYrLy8PLMtCrVYjKSkJoaGhaNCgAZo3b46aNWvqnHrUajXkcjlOnDiBunXronnz5qhbt64umGhNEc6fPw+JRAJfX194eHgA0LjyaOsUFBSEgoIC+Pr66swSjI2NdXUMDw9HUlISmjdvjkaNGoGIYGpqqvvxR0VFITIyEr6+vmjevDlUKhXMzc215wtxcXG4f/8+fH190aJFCz0d0Li+3Lx5E76+vmjdurXOnUlLeno6Ll26hJYtW8Lf3x9GRkZ6DksZGRk4d+4cWrVqBX9/f5ibm6OiokJnhpCeno6LFy+idevW8Pf3h7W1NUpLS3VmC8+fP8edO3fQpk0btG3bFtbW1sjNzYVEIoFEIkFQUBBevnyJtm3bol27djA3N0daWppO37lzJ1xdXdG+fXu0a9cOCoUCCQkJMDY2RmxsLIKDg9GuXTu0a9cOzZo1Q3FxMWJiYgAAW7duRaNGjdC+fXu0adMGdnZ2KC0tRWRkJE6fPg2JRIL27dujQ4cOcHFxgZGRERQKBVauXInCwkJ06NABnTt3hpubG4yNjWFiYoKNGzciLi4OHTt2RKdOnVC7dm2YmJjAxMQEM2fOhI+PD+rWrQt/f3/Y2dnBzMwMcXFx+PHHH/HBBx9g2LBhSE1NBcuysLCwwOzZs9GkSRMMHz4c/fr1g7m5OW7cuIFdu3bh+fPnGDlyJD788EM9M4kVK1bg0aNH+OijjxAQEGCQD3jq1CkUFBRgyJAhnDl84eHhUCqVaNu2LWf+XnJyMoyMjODm5sZ57ebl5cHIyAgODg6ceklJCRQKhUHunhapVIrk5GRO+0lA8/Bz8uRJ9OjRA87Ozga6SqXCrFmz0KJFC3Tr1s3A5pJhGHTt2hV2dnbo1KkTevXqZWC1d+TIEcyaNQtNmzZF586d0aNHDwwbNkyXy3nhwgWkpKRg6dKlkMvl6NSpE7p27Ypx48ahVq1auHnzJuLj41FWVoarV6/iypUr8PX1Rc+ePTF8+HAAGsMLuVwOmUyG3NxcrF69Gi4uLujduzcaNmwIZ2dnsCyrM3hRKpXYuHEjysvL0bZtW7i5ucHPzw9WVlY6Exe1Wo0DBw4gKioKjRs3RosWLeDr6wsbGxu9e+G+ffvw6NEjtGzZEq1atUKzZs1gbm6uZ/Cxbt06FBUV6a7dhg0bwtjYGAzDQKFQ4OHDhzhw4AAcHBzg7+8Pf39/Pfu/4OBglJWV4bfffkOLFi3Qpk0btGzZEra2tmAYRvcwcO/ePSQnJ6NNmzZo06YNGjZsCCMjI4SHh0Mul0OtVmPHjh1o1KiRri729vZ4+vQpSkpKwDAM7t+/j+joaJ0jGoBqfdX3JoOIPq3OHf8P2L76t/i1z4sqaTqcnJzw0UcfISEhQXfzDgsL0/P0jIqKQm5uru7/2iTdpKQknftOXl6e7u/CwkKoVCoUFhYiMzMTRUVFero2kEilUl1LLD8/X3dz11oGqlQqnbl5YWGhzsSBYRiUlZVBKpXi5cuXUKvVKC4uhqmpqU7Pz8+HVCpFWloaiAjFxcUwMzPT0+VyOZKTk3UuOxYWFrofcXFxMeRyORISEqBWqw30srIyyGQyPHv2DFKpFHK5XC+5WiaTQSaT4dGjR7rWZGWXmoqKCpSXlyMsLAxZWVlgGEYXZLWtrtLSUty7dw+pqakwNTXVu5DLy8tRUFCAW7duISEhARYWFlAoFDq9sLAQ+fn5yMvLw5MnT2Bra6trWbIsi6KiIuTk5CA5ORl37txBjRo1kJ6ermu9ZWVl4cKFC4iIiEC9evVgaWmp63koKSnBvXv3EBsbi8DAQDRo0AAymQwxMTHIycnR/TaCgoLQoEEDWFhYoLy8HDExMSgqKkJSUhJu3LiBBg0awNraGiqVCtHR0UhKSkJsbCwuXbqERo0awcrKCkqlEsnJyXj48CEsLCzg5uaGxo0bQyKRoLCwEDExMVi2bBnOnj0LZ2dn1KhRA3K5HGlpaYiMjMT169cxZMgQLFu2DMHBwXj27BkeP36MuLg4BAUFYeHChbogkJGRgYsXLyIvLw8vXrzAtGnT9ILokydPEB4eDoVCgXHjxhl4jCYkJCA2NhY1a9bkdDNKTU1FYmIiRo4cqfcwpiUzMxOJiYkYNGgQZwDOy8tDeHg43n//fU5zgdLSUgQFBcHFxYUzCCuVSoSFhcHd3Z3TeEB7rdetW5fXKEAul0OpVMLe3p7zGIuKigAA5ubmaNKkCXr27KlX1/j4eOTm5sLS0hJWVlbw9/fHkCFDdAn/CQkJSExM1NnW2draomXLlujXrx/8/f1x/PhxREdHw8LCAubm5rCysoJEIkH9+vXRpk0bWFtb4/HjxzAxMYGpqanuIczExASWlpawtLREfn4+4uLidJalRkZGkEgkUCqVKC8vR2ZmJiwsLFBRUQErKys9b+OCggIUFRUhOjoaUqkU6enpcHBw0N3TysrKkJ2djYKCAoSEhCAjIwP169eHnZ2d7roOCwtDaWmpbr2YmBjddcKyLEJCQqBWqyGTyRAaGor09HSEh4fr/HNDQ0OhUqlQUFCAvLw8BAYG4vnz5/Dx8UHNmjXx6NEjXctT29rPzMzEkydP0KhRI8TExOgmWSgsLERpaSlsbW3h5OSErKws4abxm1L5piW0AIjh+fzp7y2jOhYA9tDMDNPitc+LAQx6ff3WrVvTm8CyLF25coXKysp414mMjKTMzExePSsri549e0Ysy3LqSqWS7ty5Q0qlkreMoKAgwToEBwdTXl4er/7gwQNKT0/n1cPDwykxMZFXf/ToET19+pT3GJ48eUKhoaGkVqt59Tt37pBKpeLUHz9+TEFBQbznICQkhIKDg3m3P3/+PEVGRnLWr6Kigvbu3ct7/Hfv3qXAwECqqKgw0EpKSmjnzp308uVLzm1/++033vNy7NgxunfvHmed9+/fT7dv3yaFQqH3uVKppE2bNlFERITBuQwLC6MDBw5Qdna2wfH98ssv9OTJE4N6nD59mh48eMB5XmNjY0kqlXIel4iGjIwMQT09PZ2ePn0quA7LshQaGsp77WiJiYkhmUwmuE52drbgdUxEpFarKSwsjPda1BIcHEylpaWC69y8eVPw3kZEdOHCBUpLS+PVVSoVHTp0yOB3W5kXL17Q+fPnBX+Ply5d4r3GiYgKCgro6NGjVFRUxFvGtWvXKCYmRlcGgIdUjfHoTbxwS4nIhuPzQiLi7pP5k2AYJgXAUnrlwcswjBeARAD1iCi58rqiE5GIiIiICPA3OBExDLNAu26lv7V4A+AfLfPnsR3APIZhbgLIB7AawJXXg6eIiIiIiMifxe95B9rn1b8mlf4GABZAFv6eSbVXAXAAEAbADMA1AKP/hnqIiIiIiPxHqTKAElEPAGAY5icimvbnV6lqiEgNYParRURERERE5C/nd+eBvi3BU0RERERE5G1AsAXKMMwZIhr86u+rfOsRUd/qrpiIiIiIiMjbTFVduPcr/X0PmvQREREREZH/gcTERJiYmMDGxgY2NjZ6OdRaoqOjIZPJ4OzsrDPe4ConPz8f9evXh6OjI6fBxMuXL1FaWgpvb2/O/QDQ5cHzmVgAmhxYa2tr3jIATf736/nDr8OyLO9E2v80BI+CiL6v9PcSIlrKtfz51fzzISLs3LkT48ePx9GjRzltpCIjI/Hhhx9i9+7dePnypYFeUFCAUaNGYceOHUhNTTXQlUolJk+ejB07diA9PZ2zHt9++y127tzJWT4AbN68WXD7o0ePYufOnbx2W5cuXcKuXbuQlZXFqd+5cwd79+5Fbm4upx4eHo79+/fzWuk9efIEx44d47W8i4qKQmBgIK8NYGRkJJ49e8apacvns8wjIkELxbKyMl5bLyIStB78velefwVCdeH7XgGNzZ+Q/WJVFm7/FPjs6mQyGZ48eYKLFy9yXj9FRUX48ccfsXDhQnz11VcG11BFRQU+//xz9OrVC+3bt8eAAQOQkJCgtw7Lshg4cCCsrKxga2uL1q1bIzw8XG+d7OxsLF++HB4eHnB0dIS3tzcuXbqk0+VyOR48eIBdu3ahTZs2cHNzQ+3atbF7926dk9nLly8RGBiI/fv3o127dqhZsyZq1KiBNWvWQKlUQi6XIz4+HoGBgTh8+DAaN24MKysrtGjRAitWrIBMJkNpaSni4+Nx584dnDx5ErVq1YKnpyeGDRuGTZs2QSaToaSkBMnJyQgPD8fBgwdhZ2eH7t27Y8GCBTh//jyUSiVkMhmys7MRHx+PFStWoGnTpvj8889x8OBB3XlWKpUoLi5GRkYGPvjgAwwdOhQ///wzoqOjdb9nemXEEB0dje7du2PJkiW4e/euwW9WpVJh+fLlmDhxIo4dO2ZwLyIiJCUlYeDAgdiwYYPePqqbN8kDjSGixhyfPyWi5tVes2rC39+fWrdujQcPHkChUOgtSqUSRASZTKb7W3sT0Tp7SCQSnQ78/8UpkUhgY2MDMzMzlJWV6fxMtTrDMLC1tYWNjQ2kUilKS0tBRHoXt62tLWrUqAGZTIaCggKdrq2DtbU1ateuDZVKpbsxqlQqXRlWVlaoW7cuJBIJUlJSdPvXekxaWVnB1dUVFhYWiI+P1+lyuVxPd3Bw0P3IKvus2tjYoG7duqhVqxaioqKgUqlARLrgaG9vDxcXF7i4uCA6OhpyuVznesQwDGrUqIG6devCw8MD0dHROqeg/Px8GBsbo06dOnB3d4enpyeio6ORnZ0NtVqNnJwc2NjYwNPTE97e3nB1ddU5+UilUhQUFMDNzQ2NGjVC06ZNYW9vj5iYGDx69AhpaWmwsLBA06ZN0bp1a7i4uMDOzg5xcXE4e/Ys0tPT0aRJE7Rr1w7169dHjRo14OjoiLS0NHzzzTeoU6cO2rVrhyZNmqB27dq6ZfPmzbhy5Qratm2L5s2bw9XVFW5ubnBzc8OjR49w584dxMbGonnz5vDx8YG3tze8vb2RkpKC4OBgjB07FlOmTIGfn59uSUtLQ3x8PMaOHQtjY2N8/PHHaN26Nbp27YrExESYmZlh4MCBulbFl19+CX9/f0RHR6NHjx5455139H7rS5YswdmzZ/H5559j4sSJBtfCwoULERISguPHj3M6+axduxZmZmaYNm0aZ0vm2LFjcHJyQvfu3TmvtaCgINjY2KBVq1acekREhNbchFOPi4tDTk4OOnfuzKmnpqbi+PHjmD59Omcr6OXLl3j//fexbds2tGjRwkAvLi6Gm5sbFi5ciDlz5hgco1qtRt26dWFtbY1Tp06heXP92xoRoVmzZnj27BmGDh2K7du3G1ge9uvXD0lJSUhMTMSMGTOwbNkyWFlZ6fRPP/0Ut27dgr+/P86fP4958+Zh7ty5Wps5zJ8/H7t27ULz5s3RsmVLbN++HV988QXmzZsHBwcHbNiwAStWrEDt2rXRuHFjNGzYEJs3b8aQIUPw9ddfIzQ0FHPnzgXLsnBzc4OHhwc8PDywc+dOdOjQAZ06dcK+fftQUFAAa2trODs761q4Bw4cgIuLi86WVKVSwcbGBo6OjqhRowbs7Oxw8uRJvXsjoHFlsrW1ha2tLRQKBSIjI2FkZARzc3OdC5KxsbHOfSk+Ph4qlQoSiQTm5uYwMTHRfRdmZmY6lzRAY1+qXYeIwDAMpFIpVCqV7j5pamqqO3+AxiNXrVbr3astLS1hYmKCwsLCas0D/UcaKbwJ/v7+dPr0aajVapiamuotJiYmkEgkyMzMhFwuR2BgIFJSUjBkyBA0atQIpqamMDY2Rm5uLsrKypCSkoL9+/dj0KBB6NKlC8zMzGBiYoLi4mKUlJRAJpNh6dKl6N27N/r27Qt7e3sYGxujrKwMRUVFMDIywjfffIPmzZujf//+cHd3h5GREaRSqS6orFmzBg4ODnjnnXfQokULGBkZ6Z7wJBIJdu/ejdLSUvTp0wcdOnSAubk5lEolMjIywDAMjh8/joSEBPTq1QvdunWDvb09WJZFSkoKGIbBlStXEBISgp49e6J79+5wcXEBEeHFixcgIgQHB+PSpUvo1q0bunbtqvPhTUlJgVKpxOPHj3HkyBF07doVnTt31vmSpqeno7y8HM+ePcPevXvRqVMndOjQAX5+fjAyMkJGRgZKS0sRHR2NX3/9FW3btkWbNm3g5+cHCwsLZGZmorCwEBERETh79qwuyDRt2hR2dnbIzs5GTk4OgoKCEBERgQYNGqBx48Zo1KgRHBwckJ2drbPnKywshJubG3x8fNC6dWuwLIvs7GzExcUhNDQUAFC7dm106NABdevWRWFhIbKysnD//n3dw0PLli3RokULlJSUICcnBzExMTqDbK2tmlwuR3p6OpKSklBQUACGYdCyZUs0adIEMpkMCQkJePHiBUpKSmBpaYl+/fqhSZMmSElJQWRkJF68eIHS0lJ4eXlh4cKFqF27NoKDg3H79m1ERESgvLwc77zzDjZu3IiGDRviwoULOHnyJA4cOACFQoHPP/8ca9euhbW1ZkKkdevWYc6cOQCAiRMnYtOmTbruNJVKhWHDhuHKlSvw8PDA+fPnDazqDhw4gLt37+Kdd97Be++9Z3AtxcTE4MWLF+jZsyenVV9JSQnkcrnOtu51quq6094g+WBZVs92jovy8nK9m+nrpKSk6Lynubhx4wZatWoFe3t7Tj04OBgxMTEYP348Zz1kMpnOcL5NmzYGulQqhZWVFXJzcyGVSuHp6amnl5aWwtraWhcoioqKULduXT1dG1AATas4KytLd0ylpaWQSCR6QVsulyMxMRFNmzaFVCpFRUUFHBwc9OpfVlaGyMhItGzZEiUlJXBw+L/2zjo8iuv94meCJLgGgiVocbfixUtxKQVKKZQW+FKkBYqVIsVLi7sFdw1O0EChBA2aQCBAhLjbJrtzfn8suz/C3jupoO18nmee0pyRuyP3vffOvOfmsRmKDQoKwtWrV1G5cmXkyZMH2bNnt7Fc/P333+Hj44PWrVsjd+7cyJIlS5prThIzZ85EyZIl0axZM2sn5MV1rl27hjVr1qBTp06oXbs2HBwckDlzZus6T58+xY4dO5CamopOnTrB2dkZ9vb21kZVQEAAgoODsWzZMnTo0AFNmjRBlixZkClTJmTIkOHNBtAXzBN+AjD1Jbk0gFokq7yqAr1q/m1OROlVMn+mEtKqxIxGo+Y7jpSUFKmPKGCuwF701H2Z6Oho5MyZU1qGwMBAODo6So/h5eWFUqVKWYPGy2U7evQoGjZsKDRDv3jxIp49e4aGDRvaVPKJiYmYO3cuatasibp169psP2fOHGTKlAm1atVC9erV01RQS5YswcOHD62TD1SoUMEaYBYvXoxLly6hbNmyKFu2LCpWrIgKFSoAMA/XX7t2DUWLFkXRokXRrFkz1KtXDwaDAd988w0iIiKQI0cO5MuXDyNHjkTJkiXh6+uL2bNnIzU1FampqXBxccGPP/6IbNmy4e7du7h//761MVGqVCl8/vnnaa4FSYSFhSEuLs7aONLR+a/wqp2I/kwAPf38n40AnHtBshgpzCP5zkaof1sA1dHR0dH5e7xxK7930UhBR0dHR0fnbaMbKejo6Ojo6PwN/vR8oIqiZAEwAUBzAI4ArC9WSJaUbaejo6Ojo/Nv5K9ks84D0BHARgAFAfwGwABg7Wsol46Ojo6OzjvNXwmg7WGesHoJAOPz/3YF0PS1lExHR0fnLZGeqURycrLUTAQwf+3s5eWFpKQk6TqBgYE4evSopvHDrVu3cOrUKakRQFJSEoKCgvDgwYN3yuzjv8JfCaDZST56/u8URVEyk7wLwDbZ6T3Cy8sLPj4+0pvPz89P090mJCQEISEhUj06OlroamQhMTERUVFRUj0lJQUxMTFSXVVVqevPi8fQwmK8IEP2gFvQH1yddwmt+zUpKQnHj0ttvREYGIiRI0fCw8NDqHt5eWHYsGFo3bo1smTJkkZLTk7GkSNHMHjwYLi4uGDPnj0269y9exc9evSAi4sLypQpYzUbeJFTp07BxcUFWbNmRZs2bVCgQAGbtLCVK1fCwcEBWbNmRb169ax5yC8yduxY2Nvbw97eHsWKFYObm1sanST69euHggULokyZMmjYsCHOnDmTZh1VVdG1a1fUrl0bnTp1wpAhQ3Dr1q0068TGxqJjx47o378/Zs+ejb1791pzpi1cuHABgwYNwtKlS/H7778jNjbW5twuWrQIK1euxLVr14R10oMHD7B06VJcv35d6BpGEuvXr8fVq1c1XcVeJX/6HSgAP0VRypO8B8AbwFeKokQDkNfu7wg3b95ESEgIEhISkJCQgMTEROt/b9++ja1btyJv3ryoXLky6tSpgypVqiA5ORnJycnw8/PD3LlzUbRoUVSrVg1VqlRBtWrVkJqaipSUFISGhmLMmDEoVaoUatasiapVq6JcuXIAzPZVcXFx+Pbbb1GyZEnUrl0bNWrUwAcffGC1jktOTsaAAQPg7OyMOnXqoE6dOihZsqTVlchoNGLQoEEoUKAA6tWrh7p161qTry22XkOHDkXWrFlRv3591K9fH8WKFQPw/4Ft3LhxMBgMaNiwIRo1amRNzLY8cDNnzsSzZ8+s5gmFChWCnZ2ddVmwYAHu37+PJk2aoFmzZnB0dETGjBmty8qVK3Hz5k2rOUPu3Llhb28PBwcH2NvbY82aNbh16xZatWqF2rVrI0eOHMiePbs1GXzFihVISkpC06ZN4eLiYpMnun79elSoUAGFChWy8QRNTEzEzZs3refs5comODgY+fPnt9r4vezAk5SUhCxZsljdTXLlymXVXsyZTUlJgcFgQI4cOazn9uX8yri4OOTMmVOoW8qaNWtWaa5uSkoKMmbMCJI2lSpgztGNjo6W+pUajUb88ccfUicfo9GI0NBQFC5cWKgbDAZkzJhReGzgnxshhIeHa3qthoWFwdHRUarHxcXh8ePHNg5BFh4/fowZM2ZgwYIFNoELMNcDbdq0wbp164TbX716FQ0aNMDHH38sdFu6ceMG6tatCwC4fPmyzTFMJhNGjBgBb29vdO/eHZMmTbLZh6enJw4cOACj0Qg3Nzeb4xw5cgRTpkxBeHg4KlasiCNHjlifZ8v2ixcvxvHjx5E5c2Y0b94cGzZsQL58+QAA3t7e2LhxIw4cOICkpCQYjUZ89tlnWLhwIfLnz4+nT59iz549OHfuHC5evIgcOXIgNDQUTZo0wZw5c5A1a1Zs2LABN27cwI0bN3D79m3Y2dkhJCQE+fPnR7du3XD//n0cOnQIDx48wP379+Hr64vIyEikpKSgTp06aNWqFYKDgxEYGAh/f388ffoUT58+xaNH5v5XqVKl0Lx5c5QuXRrh4eHWvOU7d+5Yrf/Kli2Lrl27IkeOHIiIiEBkZCTCw8OtjQAHBwe0bdsWDRo0QEJCAmJiYhAdHY0TJ07g8ePHsLe3R5UqVdCpUydkzZoVcXFxiI+PF173f8JfCaAzATgDuAezocJemCezfue9cLdt2wZfX19ky5bNaidl+W+BAgWQKVMmZMuWDYqiIDw8HJcuXYKDg0MaQwDLUImDgwNCQkKsLTuLHhwcDC8vL8TExMDb2xuZMmWyLqqq4uHDh0hKSoKfnx8KFy5sdTnKmDEjjEYj7t69i/DwcHh5eaFo0aKwt7dHhgwZrE5EN27cgL+/P86dO4eiRYvCwcEBiqLAzs4OERERuHv3Lnx8fHD48GE4OztbH25FUeDn54eAgACrT62Li4tVJ4mHDx/Cz88Ply9fhqurq1VXVRWqqiIwMBCPHz/G2bNnsXDhQuvxjUYjUlNTERERgWfPnsHNzQ3ZsmVDoUKFkDFjRiQnJ8NgMCA2NhYJCQnWVnPevHmRmppqtfMymUxW+78sWbIgY8aMsLe3R968eZE3b148efIEQUFB1mtksTC02Ahu2rQJjo6O1gqjWLFiKFWqFEqVKoX4+HgcPXoUzZs3x9GjRwEAlStXRpUqVVC5cmWsWrUKrVu3RtWqVdG/f38UKFAA9evXR4MGDawP97hx4+Dr64s2bdqgUqVKaNu2LZo0aYLly5dbnaMePXqEBg0aoHnz5ujTpw9OnDiB4cOHo2jRogDMwaF69ero06cPcuTIgY8++gj16tWz3qNxcXGoXr06BgwYgMePH2PJkiVpglFycjLq1KmDLFmyYPny5ahevXqae9xoNKJq1aowmUy4deuWjfG4xdWoYsWKWL58uc0zkpKSgi5duqBPnz747LPPhM/R+PHj0bdvX2sD8WVOnjyJypUro2DBgkJ9zZo1GDVqlDRA79ixA717907TiHm5jDKHIADImzcvvvzyS2HwBIDSpUtj/PjxaNmypVCvUqUKhg4diiFDhgj1qlWrYvTo0ciXLx+qVLH1jsmWLRtGjx6NDRs2wNXVVdjYsLOzw5IlS5A3b14bK0bAbDc4e/ZsREZG4qOPPrJp8AUFBaFly5ZYtmwZjhw5gi5duqQ5jr+/P/LkyYOdO3eiePHiOHr0KDp27GjVAwICEBISgq+//hpr165FaGgoAgMDrYH81q1b8PT0RLVq1dCrVy9UrFgRZ8+eRbZs2dCoUSM8ffoU69evR5kyZdCmTRsMGzYMpUuXxoIFC9CwYUNUrlwZgwcPhsFgQLFixVCrVi1rfTRlyhQMHjwYixYtQsaMGZGUlISSJUuiXr16KFiwIPbv34+oqCgEBgaiYMGCVvvUDz74AHnz5kWWLFlw79495M6dG0WLFkWhQoUQGRmJXLlywcnJCbly5bI6rjk5OaFcuXKIiIhASkoKcuTIIb0v/xEk/9YCIBOA7ABMf3cfb2KpWbMmtXj69CkTEhKkur+/PwMCAqT6s2fPePPmTaqqKtQjIyN5+vRppqamCvWEhATu27dPWobU1FRu2bKF4eHhQl1VVa5bt45+fn7SMrq6uvLGjRvSMq5bt45nzpxhSkqKUF+/fj337NnD2NhYob527VquXLmST58+FeoLFy7klClTeOHCBZvzkJqayqFDh/Krr77ihg0b+OTJE5KkwWDgs2fPeOvWLVaoUIGNGjXi6NGjuXfvXj59+pS+vr708PDg0qVLCYAFCxbkxx9/zFmzZvHevXt0d3fnsmXL2KJFC8I8ixArVqzIffv20cPDg4sXL+aAAQOYOXNmAmD+/Pk5a9Ysenl5cf369Rw4cCCLFi1KACxQoABXrlzJ5ORknjt3juPGjWP58uUJgE5OTty9ezdJ87XcsmULW7ZsSQDMly8fDx8+bP2tYWFhnDBhAu3s7JglSxYePHgwzbl48OABCxYsSACcOXNmGi0lJYVdu3YlAFaoUIGJiYlp9NOnT9PFxYUAuGjRIptrEBoayoEDB9LBwYGPHz8WXqcLFy6wb9++0vvEYDDw3r17Qu3fguy3WzAYDDSZTJrryJ6TP3uM/yrpndfk5OR014mKitLUAVzhK4wvf9oLV4SiKPYAkki+s3PT6E5E7zcWc33RVE6A+R20qqooVKiQUD916hSyZ8+OsmXL2vRsLObkzs7OKFasGJydnVGwYEHY2dlBVVVMnToVSUlJyJMnD/LmzYsGDRpYbfhWrlyJ06dPw87ODhkyZMCnn36K9u3bAwAOHDgAV1dXxMTEICYmBoMGDbJ6p166dAmLFi2Ct7c3Hj58iAULFqBPnz4AgGfPnmHTpk1wd3fH+fPnsXLlSvTu3dta3tDQUKxfvx4rV65E27ZtMX/+/DS/JyUlBWvWrMHy5ctx9uxZYW/txo0buHfvHnr27Ck8X5YJA2TnW0fnfeaNW/mlUxh7AIkkxWMy7wB6ANV5VyGJZ8+ewcnJyWa4LykpCZ6enqhfv75NMFNVFR4eHqhRo4b1nevL20ZERFiHj3V0dMzoAfQvogdQHR0dHR3gLXjhvjAby9/aXkdHR0dH59/InwmA4k/W/h9xwpSOjo6Ojs6/mHQ//iHZNL3lTRRUR0dH502QnJysqYeEhGjmFKampuLUqVOa+zh27Bi8vb2lekxMDJYvX65pCvH48WMb44OXCQwMRGBgoOY6qqqma5aiI0YfgtXR0fnXkJ7Zg7e3N3Lnzg0nJyehfvv2bbi7u+P7778X6g8fPkS/fv1w9uxZof7s2TN89tlnGDx4sFCPjIzEiBEjcPnyZdy+fdtGT0xMxOLFizFr1izMmTPHJmfWaDTiwIEDWLlyJa5cuQIvL680uqqquHjxIg4fPoxDhw4hX758OHLkSJp1AgIC4O7ujuvXr+P69euoW7cufvnllzTrnDlzBg8fPkRgYCCCgoLQrVs3tGjRIs3vuH79OgwGA1JSUpCSkoLmzZtbDR0AwNfXFyaTKU3ufebMma35zYmJiTCZTMiePbvQgMOSKqJ1Pd86rzIn5l1cXs4DPXjwIMeOHcsDBw4Icys9PDw4bdo0njt3jsnJyTb69evXOWfOHF69epVGo9FGv3//PufPn8/bt28L872CgoK4cOFCent7C/Xo6GguWbKEDx8+tNFIMikpiStXrpTm8hmNRrq6utLf31+oq6rKbdu2MTg4WKiTpJubGyMjI6X62bNnmZSUJNVv3bqlmesWGhoq1UhK81F1dF7Of32R5ORkLly4UKoHBgayVKlSNBgMQv3evXssUKAAd+7cKdSvXbvGggULslevXkLdw8ODTk5OzJIlC+Pi4mx0Ly8vFilShAC4YsUKGz01NZV9+vQhAFaqVElYv/zxxx/MkiULAXDHjh02uqqq7NmzJwGwbNmywufY09OT2bJlIwB+++23NrmV0dHR7NevHwEwU6ZMXLNmTRrdZDLRw8OD+fLls+ZQ79mzJ806oaGhHDZsmDUH28XFhfv27bPWC0ajkZcuXWK2bNmYNWtWlipVigMHDmRERIR1H4mJiWzTpg0rVarETp06ceTIkbx27Vqa48ydO5etW7fmqFGjuH79et68eTONvn//fvbt25eLFy/mpUuXXnke6H+iBzphwgRcvHgRUVFRCAsLs9pFFS9eHDNmzEBAQABOnTqFuLg4REZG4t69ewCA/PnzY/bs2UhNTcWhQ4eQkJCA2NhYWL7qzZ8/PyZNmoT8+fNj+/btSE5ORlJSkrV16uTkhO+++w6VKlWCq6ur1Q7u5MmTMJlMcHFxwZdffolmzZphyZIlMBqNMBqNOHHiBL799luUKVMGn376KTp16oTffvvN6gx08uRJDBgwABUrVkSHDh3Qq1cvTJ8+3fp7T506hdDQUFSrVg3t27dH3759MWHCBKs13+nTpxEYGIgPP/wQHTt2RO/evTFu3DjY2dkhU6ZMOH36NJ48eYJmzZqha9eu6NSpE6ZNmwaDwYCsWbPi+PHjCAgIQKdOndCjRw+0aNECU6dORUxMDPLkyYP9+/cjPj4eX375Jb744gu4uLhg3rx5CA8PR9GiRbFx40Y4OjpiyJAhaNGiBRRFgaurK0JCQlChQgW4urqiXr16GDx4MLJnzw4A2Lt3L4KCgtCwYUOsXbsWffr0Qc2aNdP8Zn9/f7Rr1w5r1qzB0KFD0zjSXLlyBU+ePMEnn3yCkydPol27dmnukQcPHsDX1xfVq1dHampqGvs0wDxsd+fOHZQqVQqFCxe2SS2Ji4uDl5cXXFxcbLYFzMOCN2/eRNGiRYVWeikpKbhz5w7y588v3N7iVpUxY0ZrLuqLWByIEhMTUb9+fRudpHX7smXL2uiAuXeWP39+qd3e/fv3Ubp0aWmPIDg4WNqzA4AlS5Zg0KBBUieidevWWe3bRFy9ehWqqqJ2bbH99qFDh4QeqxbOnDkDJycnZM6cWahbHMRednmykJiYCHt7ezRtKn5r5ezsjOzZs6NRo0bW+/ZFKleujBIlSiBz5sxp8nstZMyYEfHx8ahVqxamTp0qPE9btmxBmzZtkCVLFnz66ac2+rx58xAQEICWLVti6dKlNk5GO3fuxNixY9GzZ0/kyJEDv/32W5re37lz59C9e3d07twZVatWxdKlS9PcT/fu3UPr1q1RvHhx1K1bF4qiYPXq1dbrHhISgpYtWyI6OhpNmjRBlixZMHLkSIwbNw5Zs2ZFcnIyWrRogXv37qFkyZIoUKAAVFXFxIkT8fnnnyNDhgzo1KkTbty4geTkZGTPnh0PHz5EkSJF0KFDB1SrVg0DBgyAp6cnAgICrO5xnp6e+Oabb9CkSROMHTsW586dQ2hoKMLDwxEdHY1169ahcePGwuv2j3iV0fhdXGrWrMnr16/zypUrfPjwIQ8dOsQ+ffrw1KlT1pbXrVu3eOHCBd6+fZtubm5s06YNN2/ezPj4eJLmlqmHhwevXr3KgwcP8sMPP+SCBQsYFBREkvT19eXp06d58eJFHj16lJUrV+bkyZN5584dkma3o5MnT/LcuXM8ceIES5cuze+++47nzp2jyWRicHAw3d3defr0aZ46dYolSpRg37596ebmxsTEREZERPDYsWN0d3enu7s7S5YsyS5dunD9+vUMDw9nXFwcjx49yqNHj/LIkSMsU6YMW7ZsyYULF9LPz48Gg4GHDx/mwYMH6ebmxvLly7NevXqcOnUqr127RlVVeejQIe7bt487d+5kxYoVWb58eX7//fc8evQoExMTeezYMW7fvp3r1q1j+fLlmT9/fnbv3p3Lly+nv78/T5w4wXXr1nHevHksWbIkM2TIwBo1anD48OF8/Pgxz5w5wyVLlnDcuHFWt51MmTKxR48eDAgIsPb8e/XqZW0d582bl9OmTWN0dDQvXLjAH374gfXq1aOiKFQUhf369bNeg0uXLrF///4sVKgQM2XKxHLlyvHSpUvWlujVq1fZqVMnOjs7087OjtOnT0/TS/by8mL9+vVZvnx5lixZ0uqIZOHOnTssX748q1SpwuHDh/NlvL29Wbx4cZYrV47nz5+30X19fVmsWDFWrFhR6DplcSFq1KiRjaaqKteuXUsHBwd27txZqP/4448EwKFDh9roJLlz506pSxFpdtzKkycPz5w5I9RVVWWnTp2kjlik2Q1Ja+Th0aNHUo0kHz9+/I9detLbPr3RjYSEBE23m9TU1DS9pJcxmUz08fHR3P7+/ftS3WAwMDQ0VPo7EhMTqaoqY2JihHp8fDxNJpOwB2zRk5OTGRsbKzxGYmKidd+i32lxCCPN98zL+zCZTHzw4AFVVWVCQoLwt968edM6CnDs2DGbkb7r169bj33s2DFevXrVRvfz82NKSgrPnz/P5cuXW+tqkrxx4wZv3brF0NBQXrlyhSNGjLA6aOEV90DfeoB73Ut6Vn4vk94DKBpWeZH0HlCDwaB5DIPBILX9s+xfa/jUaDRKHy7SfIOHhYVJdVVVpcO/Fv3OnTvSSsZoNPLMmTPSBzgpKYmbNm2il5eXcCgtLCyMkyZN4tq1a3n69Gn6+fmlOR83b95kjx49OGjQII4dO5ZLlixJcz62bt3KypUrs0KFCqxYsSLXrVtnPd8mk4m9e/e2Dit9+umnaR68gIAAOjk5EQBLlChhM0y+efNm67br1q1LoyUnJ7Nz587W4beX74N79+5ZrQGXLVtm87t3795tHZqzNApe5OTJk7S3t2fJkiWF5/XBgwfMmzevMMCS5oq7adOmnDhxolAnyQ0bNlhtCUVERUVpBg8dnXcdPYC+5gCq8+8nJSWF/v7+9PT0tOktxMbG0sPDg/PmzeNPP/2U5p2bqqq8cuUKx48fz2rVqtHT0zPNtklJSVy+fDlLlSrFX375xea4gYGB7Ny5M8uWLStsgFy5coWFCxfm6tWrheU+dOgQM2fOLG0gnTp1ivXr15f+7pCQEM6YMUOqk+m/n9bReZ951QH0HzkRvQ/oTkQ6r4uIiIg0Xx1aMJlMOHbsGFq1aoWMGW0/M9i9ezdKlCiBGjVq2GiBgYFwdXXFhAkThMfcvXs3ihYtap1W62X279+fZvaNl0lOToaDg4NU19H5N/NOWfm9D+gBVOd9w2QyST+0AcwfFIkCs46OjjavOoC+wwk2Ojr/TbSCJwA9eL7jpNcpIZmucYGqqq+ySDqvCT2A6ujo6DzHZDIhJSVFqquqak1zk7FlyxZNfcWKFYiOjpbqvr6+cHNz0yzDzp07NY/h6+ur6ZYEAAkJCZq6TvroAVRHR+c/w9WrVzX1JUuWIDw8XKovX74cFy9elOpbtmzRDG4XLlzAyJEjbfIzLYSEhKB169bCuVwBc/AcNGiQ5u84e/Ys+vTpI8xFBczvwUeMGIEbN25I9+Hn54d169ZJdcBsJZiUlKS5zr8dPYDq6Oi8N2gNj5LE7t27pXp0dDSGDh0q1Z8+fYrx48fDaDQKdT8/P4wePVpqJPHo0SMMGjQI2bJlE+pBQUHo2rUrcufOLdxHfHw82rVrh0ePHuGDDz6w0VVVxTfffINVq1ZJPyJzdXVFy5Yt8eGHHwp1Ly8v1K5dG0ePHhUabkRFReGHH35A+fLlUblyZWEZjhw5gnbt2mHatGlpzEoshIeHY8uWLRg8eLDVtOZloqOj8fvvv+PBgwdC/b3hVX7S+y4uNWvW5MKFC/njjz/S1dWVN27csPm0efPmzZw8eTJ3795tTQJ+kUOHDvHnn3/m4cOHhZ/5nz9/nlOmTKG7u7swxeD27ducNGkST548KUyiDwgI4MSJE+nh4SHMjYyJieHEiRN5/vx5YY5oSkoKp02bxj/++EOYHqGqKufNm2c1TRCxbt06ent7CzXSbIn1srnAi5w7d07THvD27duaSfjPnj1jSEiIVFdVVWpvaCEwMFBT1zo+aU5hSQ+tJHsdbdI7d+npfn5+PHHihFRfvXo1v/76a6k+cOBAFilSRKipqsouXboQAH19fYVls+T5vpwDbNE///xzApCWYe3atcyUKRNr1Kgh1N3d3eno6Mjs2bMLn9MrV66wRIkSBMCAgAAb3dfXl+XKlSMA4XkKDg5m9erVCYBz58610ZOTk9mpUycCYNeuXW10VVX5008/EQCLFi3KqKgom3Xc3NxoZ2dHOzs7Hjx40Eb38fGhs7MzAbBXr142+dLR0dH8+OOPWb58edapU8fGus9oNPLbb79lly5d2KtXL/7xxx82x5g1axaHDBnCqVOn0sPDI40GPQ/0rwfQHj16MF++fPz555+FieBDhw6lg4MDv/nmG966dctGnzJlCu3s7NihQwcePHjQ5uZeunQpAbB+/fpcu3atTZCzuMBUqFCBv/76q40RwunTpwmARYoU4YQJE2xMCLy8vJghQwbmzp2bw4YNs/G3fPLkCbNkyUIHBwf279/fJsjHxMQwZ86ctLOz4xdffGF1ErGgqqrVHahXr17CQFSpUiVmyJCBvXv3Fib6N23alNmyZePEiROFjYhPP/2UTk5OdHNzs9FIcvDgwSxdurSw8iLJSZMmsVy5coyOjhbqv/32GytXriw1mVi2bBmrVKki1Tds2MDKlStLPYB37drFzz//3OaBtnDo0CGuX79eeP+Q5hzNrVu3SoP0xYsX6erqKjXiuHnzJpcuXSrc3mAw8Pfff+eECRN4/Phx4fZnz57ld999J9W9vb05cuRIenl5CfXk5GT+8MMPmh7JmzZtkmokOXr0aE0jkp9//ll6fUmzG5RWI+7WrVtSJyXSbDaxYcMGoaaqKgMDA7l+/Xqb58Oih4eHc9OmTcJKmzQ3wLTMKAwGAzds2MALFy5Iy7BmzRrN37BhwwauX79equ/atYtjxoyR+v26u7uzffv20sakp6cnGzdubHVRexkfHx/Wrl2bR48eFerBwcGsVq0aFy9eLNTj4+NZvXp1DhkyRNhgMplMrFu3Lj/55BNpGVu1asWqVaumcRp7kZ49e7JIkSJctWqVTV2sB9C/EUDv3LmTxnHmZe7du6fZO7l//76mO4+fn59m7y0wMJDXr1+X9v7Cw8N5/vx5aQs8Li6OJ06ckFauycnJPHz4sLB3S5pbbYcOHRK2GElarfxEgdGiHz58mHfv3hWWwbL9mTNn6O3tbXOuVVXlnj176OrqytWrV9scR1VVurq6cvjw4Wns+V4s/y+//MLatWvz448/tnkokpOTOXz4cNrb23PSpEk25YuNjWXbtm0JgK6urjZ6cHAwK1euTADcvn27jR4UFMSyZcsSADdv3myjx8TEsHXr1lQURWgSnpCQwH79+rFgwYLCln9iYiK//vprOjs7c/78+TZ6UlIS27dvz9y5c3P27Nk2uqqqrFu3LgFIzdTnzJlDANLKPTAwkFmyZBGO0Fj48ssvpQ5TJKWNH503S3puaqJJMl4kvZEYLSczksLe8Yv4+flpltHX11dzNOL+/fuabm0+Pj7SSQf0APo3AqjOv4egoCDpUG9wcDCnTJki1C1+sk2bNhU+vFFRUWzWrBn79u0r3Pfly5eZPXt2TpgwQagvW7aMADhnzhyhbpmZYunSpUL9q6++IgBp7+KHH36QzsBBknv37iUAHjlyRKjHx8czf/78Nr6iLzJ27FjNYfjg4GB9CFvnvUYPoHoA1fkHBAYGSq3wDAYDf/zxR2mQOHHiBHv27CnUVFVlt27dpF6z0dHRdHJyEr4/I81G6pkyZaK7u7tQDwoKor29vXQI2WQysVy5cpq9wFmzZml62UZFRaXr9ayj8z7zqgOonpGt859CNJWYhcyZM2Pq1KnmlqWA5s2bS6f6UhQFq1atwoYNG4R6rly5MHfuXKlJgouLCwYOHIgiRYoI9UKFCqFfv34oXbq0ULezs8OECRPg4uIi1AFgyJAhyJo1q1SXpU7o6OiI0a38dHReIVo2eyTx7NkzaRAPDg5GtmzZpPNhhoSEoGDBgtJjk0wzt6PO20FVVWmqCwCkpqbazCf7V7bX+fvoVn46Ou8wWjZ7iqJo9oCdnJykwROAZvC07F/nn5GamiodgQDMjZyQkBCpfvfuXVy6dEmqe3l54cyZM1L9wYMHOHfunFSPiIiAVofAZDLB19dXqgP4z5sfvEr0AKqjo/Of4fHjx5r6smXLEBcXJ9V//vlnPH36VKpPnjxZU586dSr8/Pyk+i+//AIfHx+pvmTJEly/fl2q79u3D+7u7lI9KCgIa9euleoA8Pvvv2vqWlaH/zX0AKqjo/Ov4dq1a1KNJAYOHCjVIyMjMXnyZERGRgp1X19frFq1CsHBwUL9xo0b2Llzp9R95/bt29i9e7c0iAcGBmL9+vXSHmRiYiIWLVokDbAkMXv2bNy/f1+oA8Bvv/2m6eV76tQpbN68WaonJSVh0aJFUh2AZgPCUs5/C3oA1dHReS8gqdk7evz4MUaOHCnV161bh+PHj0sr8KlTpyIqKkoaQCdMmACj0SgNoJMnTwZgDoQi5s6dCwB48uSJUP/tt9+QmpoqDaCurq4IDw+XBsgzZ87g8uXLUj0sLAzLly/Ho0ePhDpJTJgwQdoAAIAFCxZoNlK8vb2xYMECqW4ymbBnzx6pDph7yVrIrBbfBv+JAHr27FmplpqaigMHDmhur+Wv+Wf09G6YAwcOaA6LHD9+HLGxsVL9/Pnzmu9lrl69qjl05ePjgzt37kh1f39/eHp6SnUAMBgMr00nCYPBIJ3iiSSSkpKkFSNJJCYmSnVVVZGQkKA5hVRiYqLmFFSJiYmaD3ZSUpLmNTYYDJrnIDU1VfPdlclk0pxdgyTi4+ORnJwsXScxMRGJiYlSPSkpSbMMMTExmr2LvXv3aur379+Hl5eXVN+xY4fm+8PVq1cLvVkB8zX+/fffkSdPHuF1SkpKQlRUFIoUKSIMoElJSShXrhwqVaok3J4kfvrpJ3z44Ydo0aKFsAwzZsxApUqVMGTIEKE+cuRIuLi4oH///kK9WrVqKFq0KJo0aSLUAwMD4eLiAnt7e6F+7do1FC9eXHoNHj58iNTUVOlzkJqairNnz2o+B5s3b9a8R44fP47Lly9L9WfPnmHVqlVSPTU1VVMnif3790v1V86rzIl5F5eaNWtq5rYZjUaptZaFc+fOaeov+y3+1e0vXLigmaB+5coVqQUdafaZlbkMkWYLM5E9mYWnT5/y8ePHUj00NJQ+Pj5SXVVVzd9oNBqlDjmk2YmnS5cuUj04OJiFChWSnoNr164xb9680utw4MAB5s6dm7/++qtQX7lyJfPlyyctw/Hjx1m7dm2OGzdO6PZkNBrZt29f7t27V+qwMnr0aKFLkYW5c+dyypQpQk1VVW7bto0DBw4U3idJSUmcMWMG69aty2PHjgn3MXDgQObKlUvodESavY5z5MjBPXv2CPXY2Fi6uLjw+vXr0t8wffp0Tb/i8+fPazrQGAwGzedAVdV0XXRkblwWkpKSNOsDk8mk+ayZTCbN35CeC9Cb0NPL5dVy8SEpdTz7s9und/x/6omcnq51fOhGCn89gOq8fdJ76GTemxZ+/vlnqWYxEZD5f0ZHRzNjxozSIH/79m0C4I8//ijUDxw4QACU3UsbNmxgoUKFWKVKFaFRwe+//84WLVrwyy+/FHq53r59m126dGHnzp158+ZNG/3Zs2esVKkSnZ2duXPnTmEZLFZ+IitC0txIgIZTUUJCAp2cnKQ+r6TZrF1m5ECaK28tqz8dnbeNHkD1APqfRKtXQFJqkm6he/fu0papqqosVqwYr1y5ItTj4uKYKVMmzpgxQ6g/evSIANiyZUuh/uDBAwKgo6OjsAyxsbHMlCkTM2XKJDVTr1OnDgFIrfaWLFkinaWDNPfy8+XLp+lTumTJEj59+lSq6wFS533nVQfQd/YdqKIodoqiXFAUhYqiFH1JW6coSqqiKPEvLIPfVll1Xj8ODg6aesuWLTX1X3/9VeoCpCgKBg4ciBo1agj17Nmzo0GDBujatatQL1GiBEqXLo1u3boJ9VKlSqFEiRLo0qWLsAw5cuRAw4YN0axZM+TKlUu4j86dO6NGjRrSXNDPPvsMZcuWlToZZcmSBWPHjtXMQ/36669RqFAhqa4oinSSZh2d/yLvspXf9wDkXzQA60l+/aYKo/N+U6xYMU191KhRmkYEI0eOFE5ybKFNmzbo3LmzUFMUBa1atZIGWAD4+OOPpcETMAfQ+Ph4qZ4vXz7MmjVLqgPA8OHDNX9j5syZNbfX+eeQulvUv4l3sgeqKMoHAAYDGPW2y6Lz30D25aKFdu3aaepjxoyBo6OjVO/Zs6f060kAaNu2LTp06CDVy5Ytq5nDCAAdO3bU1LXs43T+H62vsRMSEqRpKgDg7u6u+bV1el/kHzt2TKqR1HQhMhgMml/jp6amah5b56/zzgVQRVHsAKwF8AOAaI1VuyqKEqkoyn1FUeYoiqKPLem8NWRDpxaaNGmiGcAqVqyoOXwKpN+L1ns2fw4tp6EnT55oBrGFCxdqGhFoGRkYjUaMGDFCmioUFRWFMWPGSPft5+eHX375RarfvXtXM8XjypUrmnm0fn5+mikqOra8sQD6/L0lNZZpz1cdDiCYpFZTbRGAcgDyA+gMoAkA4Z0TFhaGWrVqWZeVK1e+yp+lo6PzjqHVC/Pw8JD2AkliyJAhUiOFqKgo/PLLL3j27JlQ9/LywsmTJ3H37l2hfuLECTx9+lSaB3n06FF4eXlJjQ48PDzg5uaGmJgYoX7jxg0sX75cmo/s5+eHadOmCTXAHGC1AvCZM2ek5waAZo7x22TlypXW+h/mmPHKeJM90CEAHDWWGYqilAYw8vm6UkheJRlCUiV5B+b3pd0URbEZh3N0dMSVK1esy4ABA17tr9LR0XljGI1GTaec2bNnS3tZz549w2effSZ917x3714cPHhQamgxZ84cREdHS51y5s2bBwBSU5L169cDkHvNHjx4MM1/X8bDwwMGg0Fq3HLjxg0EBgZKjQQePXqEo0ePSgN4TEwMJkyYgKioKKEeGRmJb775xpy+IeDUqVPSsgNmo4aIiAipnpycLN33P2HAgAHW+h9A+Kvc9xsLoCTjSYZrLIkAGsIcTG8rihIOwOIZdTOdr2wtLy1sxrBSUlI0L4qW84rOqyG9h+Jt6zrvBsnJybh+/bq0kr1y5QoaNmwovZ7Tpk3D2LFj8eGHH9poRqMRPXv2RHBwMPLmzWujx8fHY/r06QDErlgmkwkk4eTkJOxpkUSLFi1QsmRJ4ZytJNGuXTuUKFEClSpVEuq1a9dGoUKFpK8DChYsiFy5ckmnOouMjETmzJmlXrkWE3tLoH+Z2NhYREREYNKkSUI9a9as2LNnD9asWSPUS5Uqhe7du+PixYtCPU+ePGjcuLHUTN9oNKJv377S6280GrF48WKp4xZJnDlz5s2+632VOTH/dAGQFUDRF5YPARBALQDZX1ivB4Dcz/9dBsAFALtF+yxdujS9vLykeUFnz57VdCK6fv06z5w5I9UfPXpEd3d3qf7s2TMePnxYqoeHh3Pfvn1SPTo6mlu2bJHqMTExmg43MTExnDp1qtTBJCkpid99953U4UVVVY4dO1bTyWjq1Km8d++eVJ85c6Zmgv6sWbOkDjqW7WUGASQ5Y8YMLlu2TLN8M2bMkJ6DgIAAzpkzRzPXdMWKFQwPD5fqW7dupZ+fn1Q/fPiw0CTBwu+//67p5nT79m0eOnRIqj99+pSbN28Waqqq8tGjR5w3bx4PHDggXCc6Oprz58+XHsNgMHDVqlU8efKktAybNm3i6dOnpfqRI0c4efJk6b128eJFjh49WnqdLl++zJ9++kmoqarK69evs3///kLdaDTy1q1bHDlyJL29vYXr3Lt3j8uXL+f58+eF+qNHj7hx40apU09gYCDXrFkj1EgyIiKCS5culeoJCQmcO3euVFdVldOmTZPqKSkpnD59uvT8XbhwgXPmzGFUVJRwnYMHD3LWrFl89OiRcPvr169z4sSJQjMQy/EHDhwo1UlyzJgxms/Jr7/+qul6tm7dOs3naN++fdJ8bvLV54G+9aCpWTig+PMAWvSlv58BEAkgAYAfgLkAcor2oRspaJOUlKRpjxYeHs7bt29L7bP8/f3p6uoqNQC4f/8+P//8c+lNHx0dzaJFi3LlypXCh9poNNLJyYkdOnSQ2rR98MEHLFCggDSIV6pUiXZ2dtLKq27dusyePbu0IePm5kZHR0dpgDUajaxevTrv378v1EmyR48emgFw8uTJnDdvnlBLTk7mtm3bOGDAAOE5SElJ4YgRI1iiRAlpQ6JTp06abkvHjh0jAE6dOlWoJyUlsXXr1hw/frz0N9y4cYM///yz9F75MzZ0r9vqTue/zX8qgL6KRQ+gbxeZvZ6FmzdvMjAwUKqfO3eOkyZNklbK4eHhLFCgAG/cuCHUVVVl9uzZ2bdvX2nl6uLiwmzZsklbvuXLl2fmzJk5Z84coT5gwABmzZqVO3bsEOrbtm1jhQoVuHbtWqET0enTp9mkSRP27t1b6AQUERHBggULMleuXNy1a5fwGL169SIArlu3TqjfvHmTiqJwyZIlQp0kBw8ezIkTJ0r1pKQkzR6Sjs67jh5A9QD6nyI+Pl5Tv3r1qqaPbkREBJs0aaIZyB0dHbl27VqpXqNGDRYvXlzaA+7SpQsBcOvWrUJ95syZBMBu3boJdW9vbwJgsWLFpA2FZs2aMWPGjNKevoeHBwHw9u3b0t/Rq1cvzdcF8fHxdHV1leqk3sPTeb951QH0XXYi0tFBtmzZNHWZ/Z4Fo9GIPXv2aLrstGvXDn379pXqDg4OWLx4MbJmzSrUCxUqhGrVqqF79+5CvUKFCgCAESNGCPUPPvgA+fPnxxdffCH9QKRTp04wGo3SL0gbNmyI2rVro1y5ctLfMWXKFM0cyGzZsqFPnz5SHdBzTXV0XuSdM1LQ0XmVFChQQPjV5YvMmzdPMzD06tULbdu2leqFChXC9OnTpcGvQoUKqFevHurVqyfUFUVBgwYNNINXx44d8cknn0h1RVGwdOlSqd8vAJQuXRrVqlWT6gCkv0Hn/9H6cv/p06eaZgRaJgxGo1E6mTYgn4jbglbjSOf1oD8tOv95tDxoAeB///ufpt65c2e0adNGqpcoUQI//vij5j5GjhyJsmXLSnVnZ+d0c5ifJ4provcgzZhH88RcuHBBqj158gRr166V6vPmzZNOXm8ymTB8+HDptjdu3JCmiADA1q1bpSkiADBp0iSpiQJJTRvB2NhYzXOiI0YPoDo66ZBer6xChQqagSlDhgyaPVgAaNSoUbrlyJMnT7rr6JjR8rPdsGGDtLd28+ZN/Pzzz9Jtx4wZI3UiiomJwZo1a6RGCufOnYO7uzuCg4OF+tmzZ7FlyxZp2e/du4fffvtNWjYPDw+sXr1aqCmKgqFDh0rL/vjxY83JCG7evKnZw9U63/9m9ACqo6Pz3iGrsE0mE2bOnCkdCl2/fj2mT5+OnDlz2mjx8fHo3r279H35+fPnsX37dkRHRwv1NWvWIC4uThpAd+zYAcDs2CPCw8MDT58+xfnz54W6t7c39uzZg4cPHwr1yMhITJw4EbGxsUI9NjYWX331lbCnWbJkSYwfPx6bN28WbpsxY0Y0a9YMoaGhQv3UqVPYsmWLUAPMLkiycgHvr9mJHkB1dHTeC0wmE44dO4Y+ffrgwYMHNvqjR4/QpEkTHDx4UDj13MaNG9GvXz/hh2ckMXjwYPj4+AiH9Eli9+7dsLOzE3rRkkRwcDBy5MiBsLAwoZ6amgpHR0dhL1BVVZhMJhQqVEgY/EnCYDCgcOHC8PT0tNEBWB16Dh06JNTt7e1x8uRJuLq62mjZs2dHwYIF0a9fP5w+fdpGL1++PPz9/dGgQQOhk1Djxo0xfPhw9OnTRxgo8+bNizp16mDFihXCYebAwEB8/fXXuHTpkrDsMTEx2LRpk9SlyGAw4OHDh28+EL/KT3rfxSVr1qxChxeTycSFCxeybdu2PHXqlI2uqiq3bdvGr776SuqSc/z4cY4dO1bq7nL16lXOnTuXe/bsEeohISHctGmT1GXHaDTS3d2dGzduFOokeefOHWnuH0kGBQVpuqPExsZy1apVUt3iQCNLrzAajVyzZo3UnUVVVa5fv17T5Wfbtm2a6Sr79u1jXFycVL97967m9qqqah6fpLT8FkT5my8f422TXhmMRqPm7zAYDHz48KFUT05OlubbkuacXC3Xrtu3b3PGjBlSp5pjx46xbNmy/OSTT4T5sAsXLiQAoeGEqqr84YcfpLmwCQkJ/Prrr6koijCfV1VVnjx5ktWqVeOvv/4qLN/ly5fZpEkTab7wzZs32aBBA+m99ODBA9aqVUuoqarKgIAAVqhQQaibTCaGhISwePHi0u1v3rxJJycn6X0wZ84cOjk5MTU1Vai3bt2aOXPmlDpi9ezZUzPX+PvvvycAaX02bdo0AuDevXuF+rx58whAWp/Onz+fGTJkkDq7TZ8+nfnz59d0foOeB/rXFmdnZ0ZGRgpPpqqqXLFihfBhJc037bp163jt2jWhnpKSQldXV6mVX0xMDJctWybND7x//z5nzZrFhQsXCnVPT0+OGDGCY8eOFeqXLl1ijx492KtXL6nerFkz1qlTR1hxXrhwgRUqVGC+fPkYFRVlo4eFhbFx48YEIHQSMplM7N+/PwHQzc1NWIbffvuNAKS/ce/evQTAESNGCIP05cuXqSgKu3XrJgyCfn5+zJMnD9u1ayesOEJCQjh06FDWrVtXqCckJDAkJIRlypTRbARUrlyZISEhQp00O/1cvnxZqo8cOVJqgkCSS5culRo1kOTRo0c5aNAgqe7j48MWLVoIryNpDl4lS5bkd999J9SvXbvGkiVLsl27dkI9Li6ODRo0YPXq1aUV9IgRI5glSxaeOHFCqLu7u7NNmzacOXOm8JkMCQnhqFGjpI2d+Ph4zps3T9qYS0lJ4caNG6X5uhY7P5krlslkYmhoqPT3mUwmTTtHo9EorWssuuz6WPavtT1JzeOT5mdWC617ODg4mEFBQVL97NmzUps/0nyPyWwQSXNjfdOmTdLzazQauXLlSmkjT1VVrlq1iomJidJjrF69WvMc6wH0Ly66kcLf59atW/Ty8mJkZKTwpj927Bhnz57Ns2fPCiut06dPs06dOpw5cyYfPHhgo8fExLBIkSJs0qQJ3dzchBVj+/btmTlzZo4fP17YC506dSoBsHr16kKPzV27dhEAK1euzICAABvd09OTLi4u7NSpk7DyiYiI4Nq1a1mjRg0bzUJiYiILFCgg7QWrqsr27dtLe2cmk4mzZ8+W+vUaDAZu27aNTZs25cWLF4X7mDZtGu3t7fnFF18IdUvvrUGDBkI9JCSElStXZt68eaUV3OHDh/nBBx9Iewgmk4k+Pj7cv39/ug5UOjpvAz2A6gH0vUGrJUiSp06d0uy1Xb16lZ06daKvr69QV1WVH3zwAYcOHSr18x02bBgdHByklf727dsJgDVr1hQGQD8/PwJg0aJF6enpKdxHw4YNWaBAAe7fv1+oz549m4ULF+a4ceOEjYTff/+dJUuWZNmyZYVG2KqqsmrVqgQg9bq19ORlvVRVVdmuXTtWrVpVqJPm3k2NGjU0zbwNBoPwlYeOzvvAqw6g+kdEOq+N3Llza+pNmzbVzF0sUaIE9u7di1KlSgn1Bw8eYPbs2Vi4cCHs7W2mggVgnuT42LFjaNeunVD38/ODs7MzDhw4IHQ9skxt1axZM9SuXVu4j5iYGISHh0vL6eDggKCgICQkJAhTYmrXro2wsDDExsaievXqNrqiKNYcUFkZOnbsiHr16qFgwYJCXVEUrF27VjPnNV++fDh58qR0PkwAyJw5M5o2bSrVdXT+S+gBVOedJb28xw8++ACdOnWS6kajEQsWLEDjxo2l60RGRuLQoUMoVKiQUDcYDHBxccHChQul+8ibNy+++eYbVKxYUahXqlTJmocnIlOmTGjevDk6d+4szTn9/PPPkSdPHlSuXFmoK4qC2bNnSwMoYJ5cftGiRVIdMDd6ZMfQ+XNo5UQmJSVpbiub6xIQz1P6IuYOls6bRA+gOv9aMmbMiKpVq2qu88MPPwgnOLZgNBqxYcMGzZ5biRIlMGXKFKleqVIltG/fXjjRsoXWrVujS5cuUj1XrlyYOXOmpqdvo0aNNPcBAFWqVNHUdcykpKRItcuXL0uDZGJiIjZt2iTddt68edJAmJycjF9//VW67bp164QpMha2bt0q1fz8/DQnmtayH9TR4FWOB7+Li/4OVOefIPvi80UeP36c7jpa6R+kOd1Ill5gIb1UGp0/z5MnT6TX9urVq9LUr9jYWFasWFG635kzZ3LYsGFCLTU1VfNd+okTJ1iyZEnpR1wDBgzg5MmTpccuVqyYNKPg1KlTHDVqlHTbhQsXan7Be/fuXan2LqRw/VmgvwPV0Xlz/BlzdRcXl3TXSa8nXKhQIWTMqD05kpZRvE5afHx84O/vL9R27NiBsWPHCq/tzZs30bJlSxQvXly47bfffiu1w4uIiMCsWbOkbj1Hjx5FQEAALl++LNSPHTuGR48ewcvLS6jfu3cPS5YskQ4Dh4SEYNSoUUItd+7c+PXXX7F//36hbmdnh9atW0tdlmbOnCl1KUpJScGECROEBhOA2eFJ5p4EvN9Dz3oA1dHRea8IDw+Hm5ubMNBcv34d3bt3x1dffYUiRYqk0RITEzFw4EB89tln6Nixo8229+7dQ4sWLRAZGSmctWbz5s3YuHGjdIq9OXPmIC4uDiEhIULdMrR75coVoX727FlkypQJ+/btE+re3t6Ii4sTWualpKQgJSUFu3fvFjoJWb4n6Nu3r9BJqGrVqrh27Ro++eQTxMfH2+gtW7ZE7969MX78eJvha8sHfJUqVcLRo0dtts2ePTt++OEHDBgwQNioSUhIwNChQ+Hm5iZ0KUpOToabm5s0uBuNRs3h6dfKq+zOvotLoUKFbFIDTCYTt2zZwsWLF3PJkiU2RgmqqvL27ds8ffo0d+3aJR1+Cw0NpYeHB728vIS6qqq8d++eNHGbNOffaelxcXG8deuWVDcYDJqTKBuNRs0Jpy1l1EKUw/kiovzLF/H399fUtRKjdd4s6Q1Za13L1NRUqemIZdtdu3ZJ82U9PT35/fffc8yYMZw4caJNitO2bdtYtmxZAmCPHj1shrRXrlxJAFQUhVevXrXZ//79+5kpUybmypVLeM9dvXqVuXLlkroBBQUFsUCBAtIh2sjISDo6OkpTpgICAuji4iJMy1JVlV5eXqxQoYJw0vSUlBS6ubmxZs2awpSt2NhY/vTTT2zUqJEwJzs6Opo1a9bkhx9+KDRLiImJYebMmVm6dGlhfRQeHk47Ozvmzp2bJ0+etNH9/f2ZIUMG2tnZcfPmzTb63bt3mSFDBtrb2wuHx8+ePUtFUVi4cGHu3LnTRl+3bh0zZszIhg0b2jgNqarK0aNHs2rVquzTp4+wfBag54H+tUVRFF64cMHmRAYHB7Nz585UFIWHDh2y0T09PdmoUSMCsLHSU1WVu3btYpkyZaTWYocPH2bp0qUJgD/++KONfuLECTZp0oR2dnbC3L2bN29y8ODBzJEjB7t3726jGwwGLl++nM7OzmzRooWNbvkNtWrVYs2aNYXvKcLDw9mxY0eWL19e+FAajUYOHz6cH3zwgfT9yKJFi1iuXDmpBdz+/ftZuXJlYYVGkn/88Qe7dOkizS308fHh6tWrpTmWISEhDAoK4pYtW4Q6aa7Y161bp/muZsuWLZp2fgcOHGBMTIxUP3PmjKaLy9WrV3n//n2p/uDBA+k5Islnz55p5l/GxsZKLdJI8zlwdXXVLOPKlSs5dOhQ6bvY9evX84MPPpC+Z9u5cycdHBw4bdo04T4OHjxIAHRwcGDnzp1tGn6nTp0iADo5OXHHjh021+vSpUu0t7dn+/bthdfqxo0bLFOmDAcPHiws3927d/nNN99wxowZQv3BgwccPXq0NO/Yz8+PEyZMkN5HgYGBnDBhglAjzQ3ucePGSfWYmBiOHDlSqhsMBv7vf/+T6kajkV9//bWwfKqqMjk5mf369ZO+S798+TK/+OILaU71pEmT2KNHD6mt5meffcbWrVszIiJCqP/vf/9j6dKl+ezZM6E+ZswYOjo6Sr8p+Omnn5gtWzZhh0FVVY4fP5729vaabkh6AP2LS5kyZaQnU1VV7tmzR/pAqKrKffv2SQ0BjEYj9+7dK+2hJSYmctu2bfzjjz+E+tOnT7l69WqhDV5kZCRPnDjBWbNmcfny5Ta6p6cn586dy2HDhnHcuHE2v+HChQvs2bMn27Vrxx49etg8FJcuXWKNGjVYokQJ1q5d2+amTkxMZOfOnQmAuXLl4qVLl2zKsH79egIgAK5du9ZGf/jwIXPlykUAHDJkiE0ZU1NTWa1aNQLg//73P2Hvp2/fvgTAsWPHCh/8X3/9lYULF+bUqVNtNNLckPnuu++EjRDS3Ii4fv06y5cvL70PUlNTWaBAAU0/3o8++khogmBhxIgRmp7EGzdu5LfffivVb9++zdq1a0srv8TERBYqVEjqm5ycnMw6deqwSJEiDAwMtNEDAgJYqVIlAhD2IBISEtigQQMCYI0aNYS9nIULF7JEiRIsWrQoO3XqZHMcHx8ffvnll9y6davQks5kMnHmzJnCHpiF/fv3a/oah4aGpmuH9z599PIukd55Cw0N1dRDQkI0rQQNBoPmaJuqqtK61IKWFzOpB9C/vOhf4f497t69y4sXL0q9Qe/cucNhw4Zx69atQou8pKQkNmzYkJ999hn37t0rbNXOnTuXWbJk4ZAhQ4Qem48fP2bGjBlZrFgx7ty5U1iOGjVqEAD79+8v7PWMGjWKAPjpp58Ky7B37146Ojqyd+/ewko9IiKCgwcPZvPmzaUB9MaNG3RycpJW/IGBgRw4cCDXrVsnHL5MSEjgmjVr2Lp1a+FoCUm6ubkxa9as7N+/v1B3d3dnwYIFCUAYYB4/fswPPviAALhp0yYbXVVVbty4kU5OTqxYsaKwMRMfH899+/axX79+wgaRjs67jh5A9QD6XhAaGqrZY4uNjeWcOXM0W63fffcdx40bJ31ndu/ePdrb23PFihXSyrx+/fp0cnKSvidesmQJAbBbt27CoBEREUEAzJgxo9R2sF27drSzs+PQoUOFupubGzNkyMDcuXMzNjbWRldV1fpub8OGDcJ9WDx9P/74Y6FuMpnYoUMHApC+pwwNDWWtWrX49ddfC3XSPIz4/fffS9/jWTAajemm3ejovGvoAVQPoP8JVFWVTntlYf369ZofrSQnJ7N06dKa7x7Hjx/PqlWrSoN0TEyMdbYYGcOGDaOiKNKPsWJiYpghQwZ269ZNug/LrDWyfaiqysaNG0tn3iHN3sOlSpXi9evXpevExsZqvkezoDU9nI7O+8qrDqB6GovOO4miKHB2dtZc54svvhB6x1oICwuDu7s7ypQpI13HaDRi//790tSEDBkyoHjx4vj555+l+yhZsiS6du2KcuXKCfWcOXOiVq1a+Oyzz6T7+PLLL+Ho6CicCBown4+5c+ciX7580n3kzp0be/bsQWJionSdHDlyYP78+ebWsway86FjRuv8paamSlMuAOD27dtSTTahNGC2CLx+/bpUf/z4sWaZtNyVdP4eegDVeW9RFEVTL1q0qDQh3sK4ceM0jRAyZsyIFStWaAaUUqVK4ccff9Q8TqdOnfDJJ59I9Xz58mHGjBmaxg01a9bEoEGDNI9TpUoV1KtXT3OdzJkzp3vu/usYjUYEBgZKtcWLF0u3nTx5stRy7/bt21iwYIF022nTpkkNIO7cuaN53FmzZkm3TUpKwowZM6TbHjp0SNOHNyAgQKql1xj7N6MHUJ3/NOnNGGNvb49WrVpprtOyZUth4v2LDB8+HFmzZtVc56uvvtLUAaBChQrprqMHx/SJjY3F9u3bhVpwcDBat24tTM43mUzo06cPHj16JNz2zJkzmDlzpvRajx8/XhqYg4ODceTIEVy4cEGonzt3Drt27ZI6ET148EAaJO3s7DB9+nRpDzY8PBy9e/eWeuKOHz8enp6eQi0iIgLz5s2T+gP7+fkJzRksvM8BWA+gOjr/ENlUai+SJUuWdNf5M7aBOuljMBhw6NAhjBgxwqYnmJycjLlz56JkyZLCa3L27FlUr14dycnJNqMXqqrim2++wdatW4UNpsjISPTu3RskhSMWv//+Ow4cOIDg4GBhuTdt2gSTySQNoB4eHoiNjcWBAweEur+/P9asWSMcyrWzs4PRaMSXX34pHMotUaIE9u3bhzFjxgj3XbFiRTRr1gwnT5600fLnz4/jx4+jbdu2QhvD3Llzo06dOti4caMwyJ48eRKTJk2SOjhdunRJc3j6bRrh/+uf2ISEBISHh6f524MHD+Dt7Y1Hjx4hMDBQ832F0WjUbD0B5odSi/TePaRnQyWyt3qR9G4gremVgPe7BajzbpHevZTes3T58mXcu3cP4eHhNvetqqpYvXo1Ro4ciW7duqFly5ZpelSpqakYNmwYHB0d0b59ezRr1gyOjo5WPSEhAV26dMHIkSNRsWJFtG/fPs3+w8PDMW7cOAQHB6NXr142ZXv06BFu3boFRVGE3sZ+fn7ImTMnHB0dhT3QhIQEODk5Sd/t58+fH1mzZoWTk5NQz5cvHxwdHYX1DUlkzpwZhQoVwq1bt2x0Ozs7ZMqUCXFxcTh//ryNbmksbN26VdjTbNy4MRISEtCzZ0/cuHHDRu/Tpw+OHj2KatWq2fRy8+TJg27duqFPnz5o0KCBzfbNmzfH5cuX4ezsjP79++Pu3btp9BIlSqBx48aoXbs2Zs+ebeOre+zYMTRu3BgjRozAjh07pMPYr4VX+UXSu7hAkBh+79491qxZ02oCsH79+jT6iRMnWLVqVebMmZMAuHr16jT6+fPnOWDAADZq1Ij58+fn0qVL0+jh4eHcvXs3hw4dykqVKnHhwoV8maioKK5du5YtWrTg3LlzbXTSnF/Yp08f/vrrr0I9OjqaY8aM4Zw5c4S6yWTi4sWLpTppTkxftmyZVL948SKPHDki1X18fHj37l1Nd5bY2FipRVxSUhJNJlO6M42kZzGn5ySmfw7SO8dJSUk0Go1CkwTSfL/dv39f+lVzaGgo16xZw/nz5wudgoKCgti3b1/WrFmTP//8M728vNKUOSAggJ988on1uSxbtmyaxHh/f382bdqUAFiiRAkbi0p/f3/WrVuXGTJkEBprBAYGskyZMixTpozQGOTZs2csVqwYBwwYIEz4DwsLY+HChXnw4EFhTnF0dDSdnJyERhWk+cvmAgUKSO/l5ORkFihQQKiR5utTsGBBoWYymRgZGSnVU1NT6enpycKFCwvvA6PRyNmzZ7No0aLC35aSksI2bdrQ2dlZmJ6WkJDAkiVLsnjx4kInooiICObMmZN58+YVOlk9fvyY2bJlY+bMmYVf1nt6etLe3p4AhM5xW7dupZ2dHQFw5cqVwnNAvvqvcN96gHvdi4ODgzBJPyUlhT/99BMLFy4s9LoNDQ3l//73P2bJkoVnz55No6mqSg8PD3bo0IGKonD79u1p9MePH3PWrFmsWrUqAdgEsLt377Jz587Mnj07Adh4az569Ijt27e3ViRdunRJo6empnLp0qV0dHQkANauXdum/P7+/mzZsiUBCB8aVVU5e/ZsKorC7NmzC23qPD09mTNnTmbJkkXodxsTE8Ny5coxV65cQocQVVXZoUMHli1blrt27bLRSfLHH39k9+7dpY2Iffv2cdGiRfz++++F+tOnT3n58mWp05CqqoyIiGCzZs00HaeaNWsmDRwk2a9fP6ldIUlOmTKFp0+fluqurq50dXWV6qdPnxZaPlrw9fVl165dpXp8fDzr1q3L2NhYYQqKqqps2LAh3d3dpeXs3r07+/Tpw4EDBwr1iRMnsnDhwnR0dBTmxG7cuJF58+a1Br9Dhw6lOeenTp2yOk/lyZOHPXv2TGO7duvWLfbu3ZuOjo5cvHgxDQZDmv0HBQVx2bJlbNGihTB/ODY2ljt37uSGDRuE1zopKYnu7u7SPFmDwcDff/9dGuBSUlKkucAWXSuFKCUlReqbTZqDWHrT3mnZPVp0rYbU1atXNRujly9flja0DAYDL168KNUfPXpEDw8PaX7wgQMHePLkSZvramHBggXctGmT9Dlcu3Ytv/nmG6nT1IYNG1i/fn3N9Dc9gP7FpXLlytKTSTJdI/Xbt29LvSFJ0tvbW9riJM2OPbIk/tTUVP7xxx82AZo0P0y+vr48cOAAd+zYkUYLCQnhiRMnuH37di5btowLFixIc1NHRERw7NixHDJkCL///nuOGzcuzU2XnJzMQYMGsUyZMmzWrBn79u1rExyuXLnC3LlzM2vWrGzSpImNxZbJZLIG+UKFCvHixYs2v2Hbtm1WE4KjR4/a6GFhYdZGhMg+jiQbN25MAFyxYoVQHz9+PPPnz89FixYJH+xDhw6xa9eu0jzOyMhI7tq1i7Vq1RLqpLl17eTkpJkb2atXLxuT6xdZtWoVR44cKa3cHj16xPLly0uNJUwmE8uWLcslS5ZIvUZHjhzJWrVqcd26dUJ93759zJAhAxs1aiTUL168SAcHBwIQNniCg4Ot/s7ZsmXj8ePH0+hGo5EjRoxg//79OWrUKE6bNs1mHskDBw7w3Llz0krW399faDbxIlrPo877y58ZRUpv4ong4GBNXQ+gf3HRjRRsMRqNmjer0Wjknj17ePPmTWlFt2rVKg4fPpxnz54VBq6wsDC6uLhw4MCB0tlgxowZwxw5cnDWrFlC+zlfX18CYPny5aUtd4s/68SJE4W/af78+Vb/VpHV3tOnTwmALi4uwkYASbZv355Zs2blkiVLhPrmzZv5wQcfsEOHDsLKPyoqip07d2aZMmWkTkMrV66kvb09W7VqJdRv3brFkiVLEoBwtozk5GR27NiRAPj5558L97Fv3z4WK1aMAISG2wkJCdy0aRNbtGjBvHnzCk29VVVlYGAgT506xdWrV2sa7OvovGvoAVQPoO8E6bUWb9++LfSWtRAeHs7hw4dLZ2YgzUOG33zzjbTnl5CQQHt7ey5YsEC6j++//565cuWy6QlZsATQ9u3bS39T165dCYDnzp0T6pcuXSIANm3aVFqOVq1aae7j+vXrtLOzY/PmzaX7GDNmDAEIe/Ok+Xx06tSJBQsWlP6WuLg4jh492ua1wMs8ffpUc/YXHZ33ET2A6gH0X0F6HwWRFH7o8SJnz56Vzj5ioXv37jxx4oRU9/f3Z65cuTSH4UeNGsUmTZpIdaPRyFy5cml+jLV//34qiqI5PDl48GB27NhR8zht27bVnNXFaDRy8ODBmu/aSPOrBa1ZTXTeHlrPRnr+w1ofiukf2r36APqvT2PReTf5MzmPderU0dQ//PBD9O7dW3OdESNGoHnz5prrzJs3D4ULF5bqJUqUwE8//STVM2TIgBYtWqBLly7Sddq2bYvmzZsjR44c0nWmTp2KEiVKaB5n8+bNyJUrl+Y6ixcvRrFixaTrAGZDBgcHB811dLTRSh/z9fWVpo+FhoZKcz0BYOXKlVJt586d0nxJkli9erV0Wzc3N2mZSeLatWvSbSMjI6WaJZj8J3mV0fhdXPQeqI4WKSkp6bbM/f39011Hax5DC7Jh5BfRGva2oPck3gy+vr7SuYDPnj0rnAOXJO/fvy+d5N5kMrFNmzbSYfgTJ07www8/lJapefPm0snl79y5w7Jly0rvj8GDB0vfwZNklSpVpB9oLV++XJg+Qprvx19++UXa+338+LHmHK3ppVe9SqD3QHV0Xh2ZMmX6U5666a1TqVKldI9Vvnz5dNfRMou3oFv1/TUo6B0lJCRg06ZNOHjwoI0WERGB7777Dt9++61Nb19VVfzyyy9o3rw5GjdubLPto0eP0KxZM6kZwrx583DkyBHhSISqqhg9erTQzQcwm8WfPHkSf/zxh1D38PCAj48Prl69KtQDAgIwZcoUqXHL3bt3MXnyZKHm7OyM7t27C3upiqLg3r176NGjh9DkIV++fGjYsCHOnDkj3Pf27dsxb948GAwGG40kDh48iNjYWOG2RqPx7fZ+X2U0fheXl3ugf6bHoaOj8+6iqiqTk5MZGxvLsLCwNB+ZhYWF0c3NjVOmTGHHjh05cuTINKYOnp6e7NOnD7Nly8ZatWrZ5CSuWrWKuXLlIgCbr7JTU1P51VdfEQDr1q1rU67IyEjrBO+//fabjX7z5k3my5ePAIQjFlu3bmXmzJmZI0cO4e+eNGkSAfCjjz4S6j179iQADh8+XKhbyvayMYwFBwcH2tnZCb9G9/HxIQA6OTkJ8yw3btxoLZvoa/evv/6aiqJwzJgxNuc8OTmZLi4uLFGiBLdt22ZTP7u7uzNHjhwcNGiQzbt9o9HIAQMGsF+/fty5c6d0UnsL0D8i+mtL9uzZ03y48ezZM7Zq1Yr58uVj6dKl2bVr1zQP4OPHj625bD179mT//v3T5B4ZDAZ6e3vzwIEDnDt3LseMGSMc9jAYDDx37hznzp0rffEfExPDrVu3Sj8aUFVV+tWmBZHBwcvH0OJNDp/o/DtIrwEaFBSkqW/atEl63xoMBn799dccMmQI58+fz4MHD6bZX3BwMAsWLGg1GRk0aFCa59fLy4vZsmUjAPbs2dPm2Tt27BgzZMjAnDlzCo0x1q5dSwcHB3bo0EFYvh9//JGlSpXi/PnzhXrv3r358ccfS80qWrRowe+//15o5pCcnMwqVapw6dKlwufS39+fhQsXTuPO9CLnzp1j7ty5pa8KfvvtNxYqVIi+vr5CvWPHjixVqpTw2hgMBrq4uLBcuXLC9KbAwEDa29uzYsWKwgB78eJFAmCFChWE+rp166wGHKJzM3jwYAJgqVKlbO6vuLg4q0FH6dKlhS5SFvQA+heXTJky2dxwRqORP/30ExVFYc6cOXngwIE0+u3bt60J/NmzZ+fWrVutWlBQkDV/EQBz586dpkUXGBjI3r17M2vWrATAfPnycdGiRVY9NTWVR44cYc+ePeng4MACBQrYWPWpqsoDBw6wTp06LFSoEGfMmMGXiY+P5w8//MBSpUpx2rRpNjppbrnVr1+f06dPF1Z6wcHB/PLLLzlv3jyh9ZrJZOL8+fO5YcMGoX0XSZ45c4YnTpyQ3rSBgYH08vKSVpgpKSkMCAiQ5oqS5gfkypUrUt1kMvHChQtSnTQ/wFpfN167dk0zQf/u3buarVs/Pz/NlJyQkBBpxUWaXXS0XGhSUlI0G1Oqqto4/7zMnj17mJCQIP0SePfu3Xzw4IHQ2IM055Fu376d48aNExqQHD58mOPGjWPdunX5+eef88GDB2n0kydPsnPnznR2drbm5k6bNs1aoV64cIGVK1e2mjkUL16cS5cutTZgvby8WLBgQZYpU4YFCxbkwYMH0+zf19eXRYoU4aeffsovv/zSJghZrPwWLlxoY05CmnuvVatW5fXr14U9xKioKH744YeMiIgQvquOi4vjRx99RIPBIGw0Jycns0WLFtJGq9FoZMuWLTWvYatWrTT1jz/+WPM+b9eundSMwGQysW3bttL7PDw8nG3atGFYWJhQ9/T0ZIsWLRgQEGCjqarK5cuXs3HjxsKGi9Fo5FdffcV69eoJ64K4uDh++OGHrFmzpvDrfEvjokKFCnR3dxeWj9QD6F9eqlatKgwOJHn06FH+/vvvQusoVVW5adMmrlq1SvghQVRUFGfMmMFvv/3WpuJMTU3l8ePH2a9fPzZq1CjNDRMVFcU9e/bw+++/Z+3ateno6JjGnis+Pp6jR49mqVKlmDFjRmbIkIFubm5p9n/48GEWL17c2gp/uTWsqipnzpxp9Yb87rvvbB7ooKAglitXjgDYrVs3YaU6btw4AmD9+vWFweHy5cvMnj07S5UqJaxQDQYDq1atSmdnZ2mLfNiwYWzYsKHUv3LPnj0cMWKEdFjKz8+Pe/fulRoQpKSkWD1OtSqeYsWKST8YIc1mCh4eHlL9xx9/FHoeW9i+fTu/+OILqX737l2WKVOGCQkJwnJGRkbS2dmZN27cEFpTGgwGNmnShLNmzRJ+3KKqKkeOHMmaNWuyefPmwgbRxo0bWaxYMebLl48zZ8600c+fP8/u3btbnYi2bNmSRvfx8eH8+fOt7lIZMmTgoEGDrM5Jz54946lTp1i9enU2atSI06dP55UrV6wVfkxMDP38/Pjbb79x48aNNvdsSkoKo6OjefHiRaljU3x8PCMiIqRBxGAwpGsiooX++keb9M6Plp6amqp5/iMiIqR1OWnu+BgMBs0GhB5A/+Lyur/CTS+fMTk5WfOmiY+Pl+bjGY1GPnnyJE1rNzU1lTdv3uSVK1d44cIFnjlzxsbce9u2bfz22285efJkLlmyxKbi9/f3Z4UKFVi5cmX26dOHrq6uNmXcvHmz1Ud31KhRNr0zg8HAypUrEwCbNGkirNCWL19ufW8iatFHR0fT3t6emTNn5p49e4TnoEOHDgTAKVOmCM/j6tWr6eDgwB49egiHqwMCAli2bFnWr19f+qXs1KlTmTNnTmm+qIeHB+vVq8fJkycLG1vh4eGcOHEiO3XqpGmUUKhQIWFgIs3nolGjRqxatarwXKamplrLKTJKJ809OHt7e+bNm1doPhEWFma9ZoMHD7bRVVW1mjUAEOa1njlzhp9++ilbtGjBmjVr8tdff03zDISGhnLv3r28dOkSAwICbIKgqqrpvqfS0Xld6AH0HQug7yOBgYGaSfRhYWGcPn06L1++LG0gTJ8+nd26deO5c+eEgc1gMNDZ2Zndu3cXvjMhzcEvQ4YMnDVrlvA4qqoyf/78dHZ2thkOtPDzzz8TAH/66SehHhoaag3ish6mJUjLesFubm4EwEqVKgn1lJQUFilShAB48uRJ4TpTpkwhAH788cdC3c/PjwUKFCAAenp62uiqqlo/ImnQoIF0H5bZTES9YVVVefHiRX7++ee0t7eXOg0FBQVx+/btHDZsmHBmDB2d9xU9gOoB9K2jqqrm+z7S3BuSvUuz8MUXXwg9WS14e3uzTJkywumPLAwcOJCdOnWSBvqoqCgCsJkx50V++OEHFixYUNqoiI+Pp729veZsKbNnzyYA6XlJTk5muXLlpB+nkOQff/xBBwcH4fs5C+vWraODg4M0r05VVe7YsYP169fXdK0JDg7mpk2b9CFJnf8UegDVA+i/AlVVNZOrSXNASS9Qjx8/XvqBE2n2h/3kk080A8Xq1as5ffp0zeO0bt1a2DO0EBUVle57Vg8PD3766aeax9mxY4d0/lcLJ06c0PxQgjQPCctmbdF599F615fedRV9xGNBa6qvyMhI6VRjJDWfsz9jzfkuoAdQPYDqvEB6fq6pqanppvpcv3493WC+e/fudCsJrZ6jhT9j0C4b8n6R96XC+i+jFcg8PT2l1zk8PFw6Py5J9u/fX3r9L1++zFmzZkm37d69u/RDnRMnTkjdlUjyu+++kx732LFj0mkbSWp+gPcmZ/R51QFUdyLSea9Jz881Y8aMKF68uOY61apVQ548eTTX6dy5c7r+vd26ddPUAaBp06bpruPi4pLuOn/GS1jnnxMYGCj8e3JyMubPn4+AgAAbzeJWtGbNGuG2586dQ+fOnVG0aFEbzWg04rPPPkNSUpJw24sXL2LNmjVSfcGCBbh165ZQi42Nxd69e6U+vD4+PpgzZ47Uw/fs2bNYvny5UMuZMyc6dOiAiIgIob548WKsXbtWqD18+BBff/01EhIShPqGDRuk/r9xcXFISUkRam+C/9RTaGk16Oj8Vf6MfZ5usff+kJiYiLNnz2LFihU2FnKhoaGYP38+qlevjjt37qTRTCYTNmzYgLJly+Lq1as2QfDZs2do3bo1xowZg169etkc193dHa1bt0b58uWRIUMGG33s2LE4efIkChYsaKOZTCYMHjwYAITBJigoCNu3b8ft27eFv/nkyZNITU3Fvn37hLqPjw/u3buHQ4cOCfXU1FSMGzcOQUFBNlrRokXx6NEjdOvWTWgVWL9+ffTv3x/z5s2z0apXr44rV66gZs2auH79unDfpUuXxtSpU21+t729PTp27IhRo0bB29tbWO7Xyb8+gIaHh1v/rSgK1q9fj6pVq6Jt27b49ttvcezYMatuMplw8OBB7Ny5Ezt37sSOHTtw8+ZN4X5VVUVQUBCCg4M1jy/zndTR+a+i1YgliWfPnknXMRqN2LdvH44dO4YLFy7g1q1bCAsLs+qxsbEYM2YMevfujZYtW6J79+549uyZVff390eTJk2sPaaaNWvC3t7eql+5cgVlypTB999/j5YtW6JVq1Zpjr9z50707dsXwcHBmDp1qk3ZV65ciRMnTqBhw4YoXbp0Gj05ORkbNmxAUlISGjRoYPPbgoODce3aNWTIkEHopXv9+nWoqoocOXIgMTHRRj937hycnJwQHx8Po9Foo9+8eRO5cuXC48ePhec3LCwMmTJlks7KYmdnB5I4fvy4jebk5AQ7Ozt4e3sLPW8bNWoEwNwTfblRAgD9+vWDj48P+vfvb9PbbNasGerVq4eJEyeiW7duaYJo5syZMW/ePCxduhTly5fHkCFDNGfJeeW8yvHgd3HJkyePzVyPBw8etCZ7f/vtt2neVXh7e7N+/frWXLjJkydbdYPBwJkzZ7Js2bK0t7cnAC5ZssTGamzr1q385ptvWKpUKe7atcvGpUdVVf7xxx/s378/b9y4IXz/ZjKZuHXrVvr6+kqdQ548ecKAgADpBwepqamMiorSfF9mNBr/UfKzzrvDn72OsvUs78Zk76Qs99nly5eF+0hMTKTRaOSqVauExhpxcXEMDAzk4MGDOWrUKHp6eqbZT2xsLP/44w82aNCAjo6ObNWqFUePHs2bN29at9+zZw8rVapEAFQUhYMGDbLmScfHx3Pp0qXWlKIOHTqkyTlNSEjgpEmTmCdPHmbNmtXmC/Dk5GQOGjSIxYsXF/rkpqSksFu3bmzRogW/++47m99nMpnYunVrDhkyhK6urja6qqps3LgxFy5cKPSbJcl69epx//790o99ateuzUuXLkndpKpVq0YfHx/hF9iqqrJixYoMCAgQXr+4uDiWKlVK6irm6+vLokWLSp2IDh48yMKFCwu3NxqNnDRpEgsXLiz8MDAsLIwdO3aks7Oz8N3x5cuXWbFiRZYuXVp4bpYuXcq8efOyevXqQqMRC9A/IvprS7FixYQJ9Ddu3GD//v05bdo0mxfcRqORCxYsYLVq1ThixAib6YPOnDnD5s2bM0eOHPz888+tL95TUlK4YcMGfvLJJ8yYMaM1Z8/yUt9kMnHt2rXWZHYALFCgAIcNG2az/9q1axMAixYtKpxkedeuXcydOzcbNWrEWrVq2ehJSUns2LEjv/jiC1aoUEH4dd2uXbs4YcIEVqtWTZi8HxwczC1btrBVq1ZCey1VVXnt2jUOGTJEmv8YHh7OFStWcNOmTULdaDTy9OnTml+e+vn58YcffpDqBoOBX331lVQnzekuWh8cTZo0SfPjnWXLlmnaBe7du5fbtm2T6hcuXND8uOPhw4f8+uuvmZycLGzwxMTEsE2bNoyIiBBO/m00GtmiRQteuXKFx48fFx6jQ4cOXLhwIceNGyf8kKRfv378/PPP+dFHHwnTiyZMmMBKlSqxdOnSbNu2rY0n6YoVK5g3b17mzp2biqKwZ8+eaXxZ9+/fzwoVKjB37tzW+79Vq1b09va2nqNWrVqxRo0azJQpE3v27Mnz589bK3sfHx/26tWLX3zxBRs0aGCToxoaGspBgwZx0aJFnDp1qs15jIuL49ixY3n16lWhaUZycjJnzZrF6OhoYd6xwWDg4sWLaTQahY2M1NRUrl27lqqqCgOU0Wjk5s2bpQ0YVVW5fft2zYbQrl27NHU3NzfNL2mPHj0qNAOxcPz4cc1J393d3TUdu44dO6b5lfDhw4elLlIGg4Fubm7Sye2fPXvG3bt3Cz8KVFWVFy5c4JYtWzRtQf/1ARRAPgDrAQQDiAGwBUCel9bJAGAOgDAAcQB2A8gv2p+zs7P0ZKZn2yVraVm4ePGitPcXHh7OVatW2bSWUlNT6eXlxVWrVnHAgAE2D/KhQ4fYpUsXNmrUiOXKlePEiRPT6AkJCRwwYIC1AqpTp45NYIiLi2OzZs0IgPnz5xd6sF67do1Zs2aloijct2+f8DdYZncYPXq08KH18PBgzpw52bhxY6GPrMlkYt26dZk7d27pF4k//fQTa9SooTk/Yr9+/aQ5mFFRUVy6dCk/+ugjaU/7wYMHzJ07t7RiiImJYatWrXjo0CFhb99kMvHnn3/mTz/9RB8fH+E+Tp06xaZNm9r4KluIiIhgoUKFOH78eKFuMpnYqFEjNmvWTOr7+/PPP7N48eLC3g9pbng5OTkxX758NvfuihUrGBgYyLp16xIAR40aZbN9cnIyv//+ewKgg4ODjYUkab4/FUUhAObNm9cmv9biF9usWTP269ePU6dOZXBwcJp1pk2bxtWrV0u/jj59+rRm+lJwcPA/suN7W6xYseJtF+E/D4DH/JcH0EPPA2IOAHkBHANw8KV1fgRwH0BJALmer39EtL+sWbO+gtP+7uDn58dLly7x9u3b9PPzY1hYWJrAER8fz//973/s3bs3Z82axYMHD9q0CJ89e8aiRYuyePHiHD58uLDCPnz4MAGwSJEiXLhwobDCsrjetGzZUjgMbZmBwc7OTmpxV6dOHQLguHHjhMdYuXIlAbBq1arClm9CQoLVm1UWhNu3b087OzuhfR1pnoHD3t6eBQoUEAbhwMBAFitWjACEx1BVlQMHDiQA9urVS3iMY8eOMWfOnAQgDORRUVGsV6+e9bWB6Bhz5syx/lbR+b5x44bV3/jLL79Mo9WsWZMJCQnWXiQArlmzxmYfZ8+e5bx58zhw4EC2aNGChw8fTqNHR0fzyZMn9PX1pbe3t9V/VCd99JS6tw+ABP5bAyiAbABUAFVf+FuT570tlxf+9gRA/xf+v9TzdYq/vM9/WwB9FZw4cYK3bt2StuLj4uLYqVMnbty4UVo5WmbG0HKz+eGHH1i8eHFWqFBBqBuNRmbJkoVdu3aVuub8+uuvtLOzk07hRJJZsmRh8+bNpeWw2Oj98ccfQt3iySsaKrfw3XffEYB0eMjPz485cuTQNEqw+MxevnxZqPv7+7N69erCIXkLR48eZYkSJaTDwSaTiW5ubmzcuHGaYfWXK28/Pz+uWLFCczhO59WiB9C3z6sOoIp5n+8GiqJkh3lItjrJG8//1hTAKQAdSbopipILQPSL6zxfLwbAFyTdXtpnMoAXP8sKAxAOnTdJfujn/G2jX4O3j34N3g75ATg+/3cGktrJ43+BjK9qR+mhKMo6AF9qrDKd5ARFUc4AmKwoSl8AmQCMf67nfOm/MS9tH/2CZuVVniwdHR0dHR0LbzIPdAjMrQDZMuP5er0BGADcA+AJYP/zv1tabnHP/5vrpf3nBhD7Gsqto6Ojo6NjwxvrgZKMBxD/J9YLBPCZ5f8VRWkLIBnAH8/1aEVRngKoAeDG83VKwtz7FLse6Ojo6OjovGLeOSciRVHKKoqSV1EUO0VRagOYD2AWyegXVlsJYIyiKCUURckJYDaAYyQfv/EC6+jo6Oj8J3ljPdC/QGMAP8M8RBsIYDHJBS+tMwtAHgCXAdgDcId56FdHR0dHR+eN8M71QEmuIlmIZFaSZQTBEyRNJEeRzE8yB8kuAFooinJOUZRYRVFsjSABKIripCjKdkVRwhRFiVIU5ZSiKFVf0DMoijLnuR6nKMpuRVHyv8af+69GUZR8iqKsVxQlWFGUGEVRtiiKkueldfRz/hrRz++bJb17Xr8erx5FUXpo1f2vs95/5wLoPyAKwFIA32mssxRmc4ayAAoCuALgoPL/02iMBdARQF0AlmkWNr6Owv5H2AAgO4AyAErA7DL18vnUz/nrRT+/b5b07nn9erx60qv7X1+9/yqTSt+FBcBHAIwS7SaAAS/8f1mYDRjy8y8aNOhLutfhlZti6Mvfug76+X1z5zrde16/Hq/1/Avr/tdZ7/+beqB/hjkAuiqKkl9RFAcAAwCcJxn+3KDBGcBVy8okH8KcGlPlrZT2/UZ5YbFgud+qAoB+zl8v+vl942je8/r1eGu8tnr/nQ+giqKsUxSFGsu0v7C732E2og+DOaWmC4Bvnmt/yaDhv8yfuSY0py2dgdkUI7eiKI74h6YYOn8Z/fy+Qf7EPa9fj7fDa6v33/kAij9vwKCJoih2AE7AbEKfC0BWANMBnFMUpSB0g4a/gm6K8X6gn983j9Y9r1+PN8zrrvff+QBKMp5kuMZiOzW7mLwwv9RfRDKWZArJ1TCfgw9pzjO1GDQA0A0aZPzZa0IykORnNH9VXQKAH14yxYB+zl8b+vl982jd8/r1eCu81nr/nQ+gf5bnnyI7AMj8/P8dni8KAJAMh7kVMlhRlGyKomRUFOUrmKdNu/V8N7pBwytEN8V4J9DP7xvkT9zz+vV4xWjV/a+93n/bX069wi+w+uL5JNMvLcVfWKc8gIMwD6fEwPziuOMLegYAv+L/h1v2QDJRt778qWvyDYBnABIBPAAwXLCOfs5f7zXQz++bPd+a97x+PV7LOdes+19nvf9OTWemo6Ojo6PzvvCvGcLV0dHR0dF5k+gBVEdHR0dH52+gB1AdHR0dHZ2/gR5AdXR0dHR0/gZ6ANXR0dHR0fkb6AFUR0dHR0fnb6AHUB2dfzmKonyuKIrXa9jvBEVRzrzq/erovC/oAVRH5w2hKMoZRVEmvOnjktxM8sUJhNcpirL6TZdDR+ffhh5AdXR0dHR0/gZ6ANXRecsoiuKiKMp+RVHCFUXxVxRlvqIoWV7QqSjKYEVRLiuKEqcoyh+KopR7Qc+hKMoGRVEiFUV5oihKH0VRjIqifPRc76soiu/zf48G8DmALxVFiX++ZFAUZbKiKCdeKleaHrOiKG0VRbn7fJuDAPK/tH4+RVHWPP8NYYqi7Hg+44WOzr8SPYDq6LxFFEXJCOAQgGAALgA+BNAAZm/OF+kLoCvMQcsfwKIXtAUASgIoB6AygLYw+3vaQPIXAJsBrCeZ/fli+hPlLAmzR+gMmKd6Woj/n1MRzydt2AezB2ml578lDsCW9Pato/O+ogdQHZ23Sx0AZQCMIJlAMhDABABfWWYSes4ckk9JGgCsA1ALsM53+DmAiSRDScbi/ydxfpX0BOBJchNJI8njMAdMCzWfL9+SjKF5SrvRAJopilL0NZRHR+etowdQHZ23SzEAoSQTXvjbQwAOME9ObuHZC/9OgHk6JjxfJzOAJy/oL/77VVEUwOOX/ub3wr9LALAHEKIoSrSiKNEw/45kAM6voTw6Om+djG+7ADo6/3H8ARRQFCUr/39y+JIwB57wP7F9GIAUmIdMHz7/W3oBSxX8LR5Atpf+VviFfwcCaP2SXuKFfz+BObDnJSnav47Ovw69B6qj82bJ+MKEvw4wz3rvC+A3RVGyKopSGMBUAK5/JhA9X2cLgMmKojgqipIDwPR0NgsGUPL58K+FKwBqKIpS8/mkw0OQNkBuBVBXUZSez/UWADq+tP0NAAsURckHAM/L0yO936Cj876iB1AdnTfLJABJLyxxAL6GeYj0KQBPAJcAjPoL+xz+fNv7AG4DcIf5Yx6DZP3VMPc2I54Pt2YgeQbAbwCOwjxcXBDA75YNSD4E0A3ARADRAL5/vh+LrgLoBHOdclVRlLjnv+Ojv/A7dHTeK/QJtXV0/mUoilIWgDeAIiSD3nZ5dHT+regBVEfnPUdRlBIACsHc48sPwBVANpJN3mrBdHT+5ehDuDo67z9ZAKwEEAPgFoBEAL3eaol0dP4D6D1QHR0dHR2dv4HeA9XR0dHR0fkb6AFUR0dHR0fnb6AHUB0dHR0dnb+BHkB1dHR0dHT+BnoA1dHR0dHR+Rv8H5Ls+v9Z2OO+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 504x324 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot rotational circulation aloft\n",
    "\n",
    "f_xs = 4\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('Rotational')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_urot[:,2:,:][f_ll,::f_xs,::f_xs],f_vrot[:,2:,:][f_ll,::f_xs,::f_xs], scale=500*5/3)\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 125,65, 50, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(117,70,'50 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((103,57),70,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x17a696eb0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot zonal-mean and eddy (total minus zonal-mean) circulation aloft\n",
    "\n",
    "f_urot_eddy = f_urot - np.mean(f_urot,axis=2)[:,:,None]\n",
    "f_vrot_eddy = f_vrot - np.mean(f_vrot,axis=2)[:,:,None]\n",
    "\n",
    "f_urot_jet = f_urot - f_urot_eddy\n",
    "f_vrot_jet = f_vrot - f_vrot_eddy\n",
    "\n",
    "f_xs = 4\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('Eddy rotational')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_urot_eddy[:,2:,:][f_ll,::f_xs,::f_xs],f_vrot_eddy[:,2:,:][f_ll,::f_xs,::f_xs], scale=500*5/3)\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 125,65, 50, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(117,70,'50 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((103,57),70,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n",
    "\n",
    "\n",
    "f_xs = 4\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('Zonal-mean rotational (jet)')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_urot_jet[:,2:,:][f_ll,::f_xs,::f_xs],f_vrot_jet[:,2:,:][f_ll,::f_xs,::f_xs], scale=500*5/3)\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 125,65, 50, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(117,70,'50 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((103,57),70,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x17ba90fd0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compare two different methods of calculating vertical pressure velocity omega, \n",
    "# and plot omega at different pressure levels\n",
    "\n",
    "# Compute kinematic omega for FMS using divergence \n",
    "f_om1 = np.zeros_like(f_om)\n",
    "f_dp = np.gradient(f_p)\n",
    "for dpi, dpv in enumerate(f_dp[1:]):\n",
    "    f_vw = VectorWind(f_u[dpi], f_v[dpi], rsphere=f_a)\n",
    "    div = f_vw.divergence(truncation=21)\n",
    "    f_om1[dpi+1] = f_om1[dpi] - div * dpv\n",
    "    \n",
    "#make colourmap for both \n",
    "omlevels = np.linspace(-8e-2,8e-2,17)\n",
    "omcmap   = plt.cm.RdBu_r\n",
    "omnorm   = mpl.colors.BoundaryNorm(omlevels, omcmap.N)\n",
    "\n",
    "#make colourmap for both \n",
    "omlevels2 = np.linspace(-8,8,17)\n",
    "omcmap2   = plt.cm.RdBu_r\n",
    "omnorm2   = mpl.colors.BoundaryNorm(omlevels2, omcmap2.N)\n",
    "\n",
    "f_xs = 4\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('p = '+str(int(f_p[f_ll]/100.))+' hPa')\n",
    "pt=plt.contourf(f_lons, f_lats, f_om[f_ll], cmap=omcmap, levels=omlevels, norm=omnorm, zorder=-1001,extend='both')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_udiv[:,2:,:][f_ll,::f_xs,::f_xs],f_vdiv[:,2:,:][f_ll,::f_xs,::f_xs], scale=500*1/3)\n",
    "plt.colorbar(pt,pad=0.025,label='Pressure Vertical Velocity $\\omega$ (Pas$^{-1}$)')\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 122,65, 10, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(105,70,'10 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((97,57),76,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n",
    "f_ll_2 = -6\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('p = '+str(int(f_p[f_ll_2]/100.))+' hPa')\n",
    "pt=plt.contourf(f_lons, f_lats, f_om[f_ll_2], cmap=omcmap, levels=omlevels, norm=omnorm, zorder=-1001,extend='both')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_udiv[:,2:,:][f_ll_2,::f_xs,::f_xs],f_vdiv[:,2:,:][f_ll_2,::f_xs,::f_xs], scale=500*1/3)\n",
    "plt.colorbar(pt,pad=0.025,label='Pressure Vertical Velocity $\\omega$ (Pas$^{-1}$)')\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 122,65, 10, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(105,70,'10 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((97,57),76,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n",
    "\n",
    "f_ll_2 =  28\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('p = '+str(int(f_p[f_ll_2]/100.))+' hPa')\n",
    "pt=plt.contourf(f_lons, f_lats, f_om[f_ll_2], cmap=omcmap, levels=omlevels, norm=omnorm, zorder=-1001,extend='both')\n",
    "qv=plt.quiver(f_lons[::f_xs],f_lats[2:][::f_xs],f_udiv[:,2:,:][f_ll_2,::f_xs,::f_xs],f_vdiv[:,2:,:][f_ll_2,::f_xs,::f_xs], scale=500*1/3)\n",
    "plt.colorbar(pt,pad=0.025,label='Pressure Vertical Velocity $\\omega$ (Pas$^{-1}$)')\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Latitude')\n",
    "qk = plt.quiverkey(qv, 122,65, 10, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(105,70,'10 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((97,57),76,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Define functions for transforming to tidally locked coordinates\n",
    "#using github.com/ddbkoll/tidally-locked-coordinates, shared by DDB Koll)\n",
    "\n",
    "def transform_latlon_to_TL(lat_tmp,lon_tmp,lon_ss=0.):\n",
    "    if lat_tmp.ndim==1 or lon_tmp.ndim==1:\n",
    "        lon,lat = np.meshgrid(lon_tmp,lat_tmp)\n",
    "    else:\n",
    "        lat,lon = lat_tmp,lon_tmp\n",
    "    x = np.cos(lat) * np.cos(lon)\n",
    "    y = np.cos(lat) * np.sin(lon)\n",
    "    z = np.sin(lat)\n",
    "\n",
    "    lon_ss = -lon_ss\n",
    "    xprime = np.cos(lon_ss)*x - np.sin(lon_ss)*y\n",
    "    yprime = np.sin(lon_ss)*x + np.cos(lon_ss)*y\n",
    "\n",
    "    lat_TL = np.arcsin(xprime)\n",
    "    lon_TL = np.arctan2(yprime,z)\n",
    "    # change from lon in {-pi,pi} to lon in {0,2pi}:\n",
    "    lon_TL[lon_TL<0.] = lon_TL[lon_TL<0.] + 2.*np.pi\n",
    "\n",
    "    return lat_TL, lon_TL\n",
    "\n",
    "def transform_velocities_to_TL(u,v,lat_tmp,lon_tmp,lon_ss=0.):\n",
    "    # This returns TL velocities but on irregular grid.\n",
    "    if lat_tmp.ndim==1 or lon_tmp.ndim==1:\n",
    "        lon,lat = np.meshgrid(lon_tmp,lat_tmp)\n",
    "    else:\n",
    "        lat,lon = lat_tmp,lon_tmp\n",
    "    lat_TL,lon_TL = transform_latlon_to_TL(lat,lon,lon_ss)\n",
    "\n",
    "    lon_ss = -lon_ss\n",
    "\n",
    "    # (tedious algebra - got these via Mathematica)\n",
    "    Dlon_TL_Dlon = 1./( 1./np.cos(lon+lon_ss)*np.tan(lat)+np.cos(lat)/np.sin(lat)*np.sin(lon+lon_ss)*np.tan(lon+lon_ss) )\n",
    "    Dlon_TL_Dlat = 8.*np.sin(lon+lon_ss) / ( -6.+2.*np.cos(2.*lat)+np.cos(2.*(lat-lon-lon_ss))+\\\n",
    "                                                  2.*np.cos(2*(lon+lon_ss))+np.cos(2.*(lat+lon+lon_ss)) )\n",
    "    Dlat_TL_Dlon = -np.cos(lat)*np.sin(lon+lon_ss)/( np.sqrt(1.-np.cos(lat)**2*np.cos(lon+lon_ss)**2) )\n",
    "    Dlat_TL_Dlat = -np.cos(lon+lon_ss)*np.sin(lat)/( np.sqrt(1.-np.cos(lat)**2*np.cos(lon+lon_ss)**2) )\n",
    "\n",
    "    u_TL = Dlon_TL_Dlon * np.cos(lat_TL)/np.cos(lat)*u + Dlon_TL_Dlat*np.cos(lat_TL)*v\n",
    "    v_TL = Dlat_TL_Dlon * u/np.cos(lat) + Dlat_TL_Dlat*v\n",
    "    return u_TL,v_TL\n",
    "\n",
    "def transform_velocities_to_TL_interp(u,v,lat,lon,lat_TL,lon_TL,lon_ss=0.,method=\"nearest\"):\n",
    "    # This returns TL velocities, interpolated onto regular grid.\n",
    "    u_TL,v_TL = transform_velocities_to_TL(u,v,lat,lon,lon_ss)\n",
    "    u_TL_i = interpolate_to_TL_ndim(lat,lon,lat_TL,lon_TL,u_TL,lon_ss,method=method)\n",
    "    v_TL_i = interpolate_to_TL_ndim(lat,lon,lat_TL,lon_TL,v_TL,lon_ss,method=method)\n",
    "    return u_TL_i,v_TL_i\n",
    "\n",
    "def interpolate_to_TL(lat,lon,lat_TL,lon_TL,data,lon_ss=0.,method=\"nearest\"):\n",
    "    # Assume data is 2D!\n",
    "    # Interpolate data, given on an earth-like lat-lon grid, to a TL lat-lon grid.\n",
    "    # First, transform the given lat-lon points into TL coords.\n",
    "    # Second, use the given points as basis for interpolation.\n",
    "    lat_TL_given,lon_TL_given = transform_latlon_to_TL(lat,lon,lon_ss)\n",
    "    data_interp = griddata( (lat_TL_given.ravel(),lon_TL_given.ravel()),\\\n",
    "                                data.ravel(),(lat_TL,lon_TL),method=method )\n",
    "    return data_interp\n",
    "\n",
    "def interpolate_to_TL_ndim(lat,lon,lat_TL,lon_TL,data,lon_ss=0.,method=\"nearest\"):\n",
    "    # Uses above, but for N-dim data.\n",
    "    # Also assume lat/lon are last two dims.\n",
    "    if data.ndim==2:\n",
    "        data_interp = interpolate_to_TL(lat,lon,\\\n",
    "                                            lat_TL[None,:],\\\n",
    "                                            lon_TL[:,None],data,lon_ss,method).T\n",
    "    elif data.ndim==3:\n",
    "        data_interp = np.zeros((data.shape[0],lat_TL.size,lon_TL.size))\n",
    "        for i in range(data.shape[0]):\n",
    "            data_interp[i] = \\\n",
    "                np.squeeze(interpolate_to_TL(lat,lon,lat_TL[:,None],lon_TL[None,:],\\\n",
    "                                      data[i],lon_ss,method))\n",
    "    elif data.ndim==4:\n",
    "        data_interp = np.zeros((data.shape[0],data.shape[1], \\\n",
    "                                lat_TL.size,lon_TL.size))\n",
    "        for i in range(data.shape[0]):\n",
    "            for j in range(data.shape[1]):\n",
    "                data_interp[i,j,...] = \\\n",
    "                                     interpolate_to_TL(lat,lon,\\\n",
    "                                        lat_TL[None,:],lon_TL[:,None],\\\n",
    "                                        data[i,j,...],lon_ss,method)\n",
    "    else:\n",
    "        print(\"(interpolate_to_TL_ndim) Error! expected 4 or fewer dimensions\")\n",
    "        pass\n",
    "\n",
    "    return data_interp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Transform divergent circulation and vertical pressure velocity to tidally locked coordinates\n",
    "\n",
    "lon_ss = np.pi\n",
    "nn=30\n",
    "\n",
    "# compute coords in radians\n",
    "f_radlats = np.pi * f_lats / 180.\n",
    "f_radlons = np.pi * f_lons / 180.\n",
    "\n",
    "# do computation for FMS\n",
    "f_radlats_TL,f_radlons_TL=transform_latlon_to_TL(f_radlats,f_radlons,lon_ss=lon_ss)\n",
    "f_radlats_TLeven = np.linspace(np.pi/2,-np.pi/2,nn)\n",
    "f_radlons_TLeven = np.linspace(-0*np.pi,2*np.pi,nn)\n",
    "\n",
    "f_udiv_TL = np.zeros([np.size(f_u,axis=0),nn,nn])\n",
    "f_vdiv_TL = np.zeros([np.size(f_u,axis=0),nn,nn])\n",
    "f_om_TL   = interpolate_to_TL_ndim(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],f_om,lon_ss=lon_ss,method=\"nearest\")\n",
    "f_om1_TL   = interpolate_to_TL_ndim(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],f_om1,lon_ss=lon_ss,method=\"nearest\")\n",
    "\n",
    "for ll in range(np.size(f_u,axis=0)):\n",
    "    udiv_TL_raw,vdiv_TL_raw = transform_velocities_to_TL(f_udiv[ll],f_vdiv[ll],f_radlats,f_radlons,lon_ss)\n",
    "    f_udiv_TL[ll] = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],udiv_TL_raw,lon_ss=lon_ss,method=\"nearest\")\n",
    "    f_vdiv_TL[ll] = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],vdiv_TL_raw,lon_ss=lon_ss,method=\"nearest\")\n",
    "f_radlats_TLeven *= -1 \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x17c023970>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot divergent circulation in tidally locked coordinates\n",
    "omlevels = np.linspace(-8e-2,8e-2,17)\n",
    "omcmap   = plt.cm.RdBu_r\n",
    "omnorm   = mpl.colors.BoundaryNorm(omlevels, omcmap.N)\n",
    "\n",
    "#make colourmap for both \n",
    "wlevels = 1500*np.linspace(-1e-2,1e-2,17)\n",
    "wcmap   = plt.cm.RdBu_r\n",
    "wnorm   = mpl.colors.BoundaryNorm(wlevels, wcmap.N)\n",
    "\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('p = '+str(int(f_p[f_ll]/100.))+' hPa, Tidally-locked coordinates', pad=15)\n",
    "pt = plt.contourf(360.*f_radlats_TLeven/np.pi,90.*f_radlons_TLeven/np.pi-90,f_om_TL[f_ll],zorder=-1001,levels=omlevels, cmap=omcmap, norm=omnorm, extend='both')\n",
    "qv = plt.quiver(360.*f_radlats_TLeven/np.pi,90.*f_radlons_TLeven/np.pi-90,f_udiv_TL[f_ll],-f_vdiv_TL[f_ll], scale=500*1/3)\n",
    "plt.colorbar(pt,pad=0.025,label='Pressure vertical velocity $\\omega$ (Pas$^{-1}$)')\n",
    "plt.xlim(-180,180)\n",
    "plt.ylim(-90,90)\n",
    "plt.yticks([-90,-45,0,45,90])\n",
    "plt.xticks([-180,-90,0,90,180])\n",
    "plt.xlabel('Tidally-locked Longitude')\n",
    "plt.ylabel('Tidally-locked Latitude')\n",
    "qk = plt.quiverkey(qv, -148,-77, 10, '', coordinates='data',color='k', labelcolor='k',labelpos='W')\n",
    "plt.text(-165,-73,'10 ms$^{-1}$',fontsize=13)\n",
    "rect = patches.Rectangle((-173,-85),76,28,linewidth=1,edgecolor='k',facecolor='w')\n",
    "ax.add_patch(rect)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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OWdcl6T5Jx2RdrlM7Pg78zMzuMLM5se1XwB9IFop/PsF7NT9yiQ9vzhD9OLsv26aXi8ys7DY4juM4TmqqYpE5juM4TioKE7LoxbzTJc2NXuT7iaTxWeV3HMdx8kfSxpJ+GPXNz0j6jaRSp8Aq0iI7Gngf4WXkzaK0izLM7ziO4+TP2cD6hNmYNiIE412dYhKLzChsjEzSbOBkM/tutP9y4EFgkpnN6ja/4ziOkz+S7ga+bWbTo/2tCQFRE8xsXhltKmS+N0nrAlsAdzTSzOwhSYsIU0rN6iZ/dI4Ni/0gGDFiBCNG+HR2TjEMDAz48+YUysDAAAMD4S2iFWaY2ZAW0eYaYUtpb7gsxWjkG4D7zOw1TVlOB/aTdAXhHd9pwC1liRgUJGTA2OhzYVP6gtixbvIzTGL54mdSNs9xumPyrlO4/ZaZZTfD6VM0elzbF6GXYuy92rwSQ3Muzy5tkfw7wnyicwmvPT0K7NlRwRlT1BjZs9Hnuk3p44BFGeR3HMdxciZ60fp64AFC/7w28GXgZkkbldWuQoTMzBYAjwA7NdIkbUWwru7uNr/jOI5TCOsTZlU6y8wWmdkyMzufoCVvKKtRRUYtTgeOkjRJ0ljgNOC6IQI3Osrv4xNOmUw7aGrZTXD6m0Km3IvGwR4ADpM0Opoy8CDC7En3FNGGVhQpZKcCVwG3AY8TJsLcr3FQ0jmSrk2avxkXMqdMXMickily7tj3E6yy2YQp//4H+JCZPVxgG1ahZ6aoGr322rZk3pPtMzqO4/QYGj3uOTMbMpJjgoZbimCPO8ys8kte+RRVjuM4Tq1xIXMcx3FqjQuZ4ziOU2tcyBzHcZxa40LmOI7j1BoXMsdxHKfWuJA5juM4tcaFzHEcx6k1LmSO4zhOrfF5nRzHcfqANSUmrdlhl99qEZcK4haZ4ziOU2tcyBzHcZxa40LmOI7j1BoXMsdxHKfWeLCHU3tsyYLMytLocZmV5ThOMbiQOZUkS3HKul4XO8epFi5kTmmUJVbd0qrdLm6OUx4uZE5h1FW4kuDi5jjl4ULm5E4vC9hQNK7bBc1x8sWFzMmFfhWvVsTvhYua42SPC5mTKS5gQ+NWmuNkj79H5jgl4ILv1BVJ90laHNuel2SSdiqrTS5kjlMSLmZOHTGzV5vZmMYGfA34q5ndWVabXMiczPCOuXNsyQK/b05tkTQCOAg4t8x2+BiZ41QAW7LAx82cXFlzmJg4amTbfNe/8Dy/WfZ8Y3d8m+zvB9YFvt+uXElrAvtE5+wErA88DfwZ+BlwiZm90LaBLXCLzMkEtyq6x++hUwV2X3MtvrLO+nxlnfUB5rXJ/nHgh2a2YKhMkg4CZgMfIwjXZwiC9hngDoJVN0vSgWna7BaZ41QIt8ycuiDp5cBuwBsTZH878BYz+3uLY1cAJ0vaGjgRuLDTtriQOV3jlkS2uJg5NeHjwF1mdmu7jGb2kQR5/g7sm6YhLmROalzA8sNfonaqjKQ1gKnA8SU3BfAxMicFHmlXLH6/nQryQWAt4OI0J0t6V5aNcYvMSYx3puXis4I4VcHMLgMuS5JX0pXAmHgSsBlwTVbtcSFz2uICVi3c7ejUjK+Z2cx4gqT9s6zAhcxpiYtXPXBRc2rAHS3SLs+yAhcyZyUuXvXGRc2pImb2bOO7pE3M7Ekzey7LOjzYo89pBBK4iPUW/nd1Ksp78yjULbI+xDu3/sItNadCKI9CXcj6BBcvB1zUnNKxPAp1Ieth+la8Fj/T3flj1sumHRXHRc3pFVzIeoyeFK9uhSnP+npE9JqfGxc2Jyfq71qUNBw4lTC1ySjgV8DHzWy1GZYlnQa8B9gcWAz8AjjKzJ4urME1otYCVrRQZclgba+5wLm11nuMkBg/onTbJdOw+wZFX9XRwPuAXYD5wAXARcCeLfIuB/YD7gXGEda7uTA636GG4lVnweqUVtdaU3FzUXOywszm51Fu0UI2DTjZzB4GkHQk8KCkiWY2K57RzI6J7c6V9G3gksJaWmEqL2D9JFid0HxfaihsLmpO1kgaBawws2VpyyhMyCStC2xB7C1vM3tI0iJge2BWmyJ2A+4e7ODAwACTd52ycn/aQVOZdtDU9A2uIJUVMBeudNTcavO5H8tl+gUzmH7BjMZu6T7DpEj6EnClmf1J0h7Az4EVkj5oZr9KVaZZLtGQq1ckbQ48AmxlZv+Mpc8GjjWzHwxx7t7ADMLCbHe2yjN67bVtybwns210haiMiLloFUuNhA1c1MpCo8c9Z2ajh8qz9cg17OxxEzoqd/d5T9xhZpO7alwTkh4FXm1miyTdBPwYWAR8wsx2TlNmkSremKZk3ab0cYSLaImkDwHnAnsNJmK9TCUEzMWrPGrmjnTXo5OAsZGIjQZ2AN5mZgOSvpG2wMKEzMwWSHoE2An4C4CkrYCxDOIylHQgcCbwXjP7XUFNrQylipiLVzWJ/11c1Jx6Ml/SNsBrgFsjEVurmwKL9qtOB46SdCMhavE04LrmQA8ASZ8CTgTeYWa3FdrKkilNwGooXjbvidzK1vhNcys7E2pkrfl4mhPjG7wUK/HR6PPNwN/SFli0kJ0KrAfcBqwJ/JoQYg+ApHOALc1sT+CbwABwo/TSO3RmFl+grecoRcQqKGB5ClRWbaic0NXAWnMrzTGzb0m6FhiIxUv8kxDVnopChczMlgNHRFur44fGvufyBniVKVTEKiBeVRCrbhiq/aWLXA2sNbfS+hcz+0fT/gPdlFebkM1epzARK1HA6i5cndB8rZUStoqJmgua0y0uZCXTqwLWT6KVhEoJW0VFzQWtP5C0xSCHXjCzf6Up04WsRHpNxFy8klMZYaugqLmgVR9JuwNfIkQeLgV+ZGaHJTx9FoMs5yLpBeAy4DNmNuhrWc24kJVEISJWgIC5eGVDJYSt8by4oDlDIGkKYfLfg4GrCDPab9dBEQcD/wV8EZgNbAkcC/yIIHJfBM6gg+APF7ISyF3EchawqotX2vaVPo4VI34NhberYlaaLVngYlYtTgHOMbP4TPadTFZxJLBrbNWThyTdC9xkZttI+gdwUycNciErmFxFLEcBq4J45d2GqobbV0LUShY0t86K4+qlS7hm6XON3fHxY9FsHK8HrpN0J2H+3HuBI8zs9oRVbAw835T2XJSOmT0czc2bGBeyAqmjiJUlYFUQzmZataloYSlN1CokaC5m6RghMX6tkW3zTV1rHFMZB8COj85uXityPWAYcAhh+a37Ca9TXSPpVWa2IEFTbgZmSDoCeJQghqdG6Uh6LTAnQTkrcSEriLqJWFFCUkXB6oQyxa0UUauA29HFrFQac+ZeaGZ3A0g6Bfg88P+AaxKUcTBhSa5/8lLQx0xg3+i7CEKZGBeyAshNxGoqYHUXr3aUEbhRqqiVIGjuaiwHM1soaRatow6TLqWyyMx2k/Qy4GXA42b2uKTNojoGXa5rMFzI6krGIpanuPS6cLWjaJFp1FeooLl11k+cDXxa0qXAA8DnCCH4v094/o8k7WVmjwOPA0jakDBl4bZpGuRCljO5WGMZilheItPv4jUYRYpaoQJasnXmYlYoZwDrAL8BRgF/BvY0s4UJz18OnAV8AkDSOOBXJHNLtsSFLEcyF7GKC5iLV2eUIWq9KmguZsVhYTXmE6ItDfsCM6Ngj7OBa4E/mdnhadvkQpYT/SRipQvYUzmsDL7hJtmXOQRFiVovC5qPm9UDM3tO0nsJrsj9gXvMLPXM9+BCVg8yErFaC1geYtVpfQWJWxFiU6igVeClaqdcJO3bIvky4EDCO2n7ApjZJWnKdyHLgUytsYqJWGHiVbRwJaG5TTkLW88IWsFi5m7GSvLlQdJfAL4QfTdCWH7HuJBlTK+KWO4CVkXhake8zTmKWk8IWsGuRhezamFmk/Is34WsqlRExHITsDoK11AUYK0VMY5m857oGevMxax/cCHLkMyssQxErJJWWK+J11DkbK3laUEVYp25mDkZ4kLWg1TKCusn8RqMxj2ooaD1gpg5vY8LWUZUxRrrRoRcwHKmhoKWq3VWkJi5Vdb7uJBlgItYRFni9VRHE2UPzYYbZ1fWYNRU0HITM8hd0FzMqoWkd5lZ6pk8mnEhqwoliVhtBCxLseqknjyFLWdBq42YFUS/i9nwEWKD9Ud1dtKj3dcr6UpgTDwJ2IwupqRqxoWsByhNxPIUsKKEqx2t2pG1uOUkaHlYZ7m5Gn3MrJf5mpnNjCdI2j/LCtoKmaQxwO7ATsD6wNOESSKvN7Nnhzq3H8jErdiFNVaKiOUhYFURriQ02lojQauFdVaAmPW7VVYSd7RIuzzLCoYNdkDS+pK+BTwJfB3YERgXfZ4JPC7pW5I2yLJBfUfBImbznkgvYk89ma2IPTXnpa2O5NX+HH4olD4fZlJyWuncKY9BDJ4pWdYxlEV2J3Ax8G9m9mDzQUmvAA4CbgdyfWvbWZ20IpaKrMWrF8naSsvBOsvaiqrrmJlbZcVS9hjZZDObN9jBSNyOkXRmVo3pO1L++qydiPWqeLUifq1ZiFrGglYLMfPxsl4j9zGyQV2LDRGTNELS/0lqGe5iZvOzbFCdyGXRzHZ11knE6uw2zIIsrz9Dq7gr9/Ig5WVOzi7GMv53+5jcx8jaBnuY2YCkjxCt5ulkRIp/1MJErJtOsyThsrlzuzpfEyZk1JIWPDWn562zuroZnfxpNUZmZs9lWUfS8PufA3uTsYr2Lb0oYjkLWLdC1Un5uYhalmNoTz3ZH2KWs4vRx8qKRdJI4FPAB4CtgXWAecAjwBXAN8xsIE3ZSYVsDeAHkg4FZgErGge6XdmzrlTdNdELIpa3eCWpN3NRy9I66wcxc3qJM4HHgKOBBcAyYC1gPPBW4JvA/6QpOKmQvQhcGn0fHm1OQXQqSnUVsbKEayhyEbUeF7NM8cCPXuIvZnbBIMdukPSxtAUnEjIzOzBtBU4TVXxPJo2IZSRgVRSvwWi0NRNBy8rVmKGYOU4SJM0APkpY3bnBkWZ2dptTXyFppJm92KLM0cA2advU0RRVkhpmoBppZvZI2sqd9uRujZUkYnUSsGYyF7SKiFlWVlllrTsnS75nZgd3eM4vgXslzSa4FpcStGQj4JXAJ9M2JpGQSdoK+AGwS4vD7masCHUQsToLWDM2d27PiVm/4QEfxWFmN0nagTCrxxbABsBC4AHgJjNblrbspBbZtwnzIE8DbgHeBJwMXJW24r6kQ7diJ8KUu4i5gLUkM+ssq3GzLqmkNeXjZIVy8fwFXDx/QWN3/CDZ9pb0QULU4c+BL5jZ4nZlm9lSgmWWKTKz9pmk+cBEM3tW0gIzGydpPPBbM3t11o1Kw+i117Yl84pbDytV1GJVhKxAEetVAWtFJtZZt2KWgVWWlZBlKog5ClkvWGQaPe45Mxs9VJ5/GzvafrtLZ8NQ615/5x1mNnmVuqTXEaIP5wLbAhcCD5nZPp21elUkvcnMfpfm3EFn9mhiBfB89H2xpHGEWfC3SFOp0566i5jNndtXIgYZXXO3448ZzABSmwmGnVIwszvM7F9mtsLM7gM+C/yHpDW7LPr9aU9M6lq8j+BO/C1wK2E2/CXAP5NWJGk4cCowFRgF/Ar4+FDzOUbnDSO4M98IbG5mjyWtMy+KsMZyoUARy5Plc7KbFW34xtkv3tD12Fm3bsaKjJdV0k3p5EHjvWINlUnS5YTlwFoeJgR9fD5NA5IK2aeAhg/y88C5hLeyP95BXUcD7yMEjMwHLgAuAvZsc95ngUynM6k6uY6NJSWFiOUhYFmKVrvysxS1rsfOSh4zcxFyBiOasvCXZrZA0isJLzpfGY1/DcVhwDEEQ2i1YoEvpW1T0vfI7o59fxjYI0Vd04CTo/ORdCTwoKSJZjar1QmSXkW4+L0Ji3k6MXJzKZYsYnmLV5J6sxK1zCIbO6UiVllmeMBHlTgUODtyJT4F/BQ4qd1JZvaUpHvNbHar45KuTdugxO+RSdoC2JewjsxjwKWDNajFuesSxtNWzoJsZg9JWgRsT5j2qvmcYQSr7fOEdw7qSwduxVwsrBqIWFniNRiN9mQhaKnFrGQXo1tlTivMbEoX554/xLGL05abKNhD0juBvwPvBtaNPu+P0pMwNvpc2JS+IHasmU8Dc8zsiiQVDAwMMHnXKSu36RfMSNi0epJY8CosYsvnzF+5VZWs2pf6PtV8GRwPHMmP6RfMWNnf0eHkFr1G0os/HfiYmV3SSJC0D8E3muSdgMY0/us2pY8DFjVnjlafPhyY3HxsMEaMGMHtt8xMmt1ppsMOs1sBqxtZWmgd041l1msuRmcl0w6ayrSDpgKg0eNSzRpfFpLWaV7epVVaUpKG308ELmtK+yEJw+/NbAFhqv6VESvRbCFjgbtbnLIrMIEwnck84M4o/W5JhyVsc+1I+us1F2usA/pNxOJ00/46vo7gFpWTEydJ2ryxI2lL4IS0hSUVspmEaUXivIUQjp+U6cBRkiZJGgucBlw3SKDHj4CXAztG27ui9LcD3++gzv4lJ5di2s646i7ETujmWkpxMeb0g6ZXqPqSTD3K0cDhkjaWtAkhOv1/0xY2qGtR0jGx3QeBn0r6GSEwYyLh5bXvdlDXqcB6wG3AmsCvgf1i9Z0DbGlme0arhz4XO9Zo55wk06DUkcytsaTkLGK9Il6tWD5nfipXY2nBH45TEczsRUlHEYatDPh82kU1YegxsuYQ+zsJrsQtYvs7Jq3IzJYDR0Rbq+OHDnHuLNq8bFdZyngROukv8B4RsReeXDDk8TU3GZdb3YWLWVp8rMypHqOAkdH3tQgLbaZiUCEzs7emLdTJh0TWWAVELGsBaydUac/PSuAKFbMSrDIPw3eyRtIYgpfuKMIQ16mSDo+8cR2TdIzMyZHCB9RrIGIvPLlg5ZYX8Tq6rafQMcC042UljZV5wIjTglOB481sURQMeDwhbiIVgwqZpN9KestQJ0t6i6SZaSt3kpOpNZa0zoJFrAjxald/t3R6D+oYyeg4GfCZ+Dy70ffPpi1sqDGyrxCmIRkJXA/8lfDO11hgO2A3YAD4XNrKnRJI+Gu+kw62GwErS7QGo9GebtyOnboa6+BidPdi/Rk2cniu48Wd0CqwI5dgDzO7Dni1pHcQJvvdjxB1+Axh3sNPRXn6io5CdTMK9MjMGstBxLqhaiIWp1tBK0TM0uBBH6vRC+uR9Tttx8jM7DozO8zM3mBmW0ef/92PIpYHdR8/SGuNVVnE4nTTztzHzGo+fZXTPyQcqnpz2qGqvp6fq2coyRrrdRFr8MKTCyrjknGcmpLrUJULWcWpqsWWRsTqJmBx0roaO3Exlrbki+PkTN5DVS5kzkqSWmP9JmJxKmed+WwfTo2IxCrzYSl/j6zuZORWzDPAo1dErEGn19OJ8BcSaONzLzo9RkcWmSQBG5uZ/ydkQFXdhkPRqTWWp4gtmrskUb6xE0bn1gbHccon6cKaYyR9F3ieMIEwkt4v6cQ8G9fvZCJ0GVpjZYrYorlLVtvSnpsFlbLKPHrR6XOSuhbPBDYC3sRLEzveBnw4j0b1BEVMFpyBi6jqIpal+DSX2W3ZeYqZUwz+DllvkNS1+B5gOzNbKMkAzOxxSf6qf5XJ6Jd6GSKWtXglqSuNCzKv4I/cIxj9xWinZCStA6wTTzOzVG6opBaZCG7FeCPGAD25NthgFLkAX1u3YoHWWCd0K2J5WGCd1J2GTq45N6usAPdiHcd0neoh6Y2SHgAWAI9G22PRZyqSCtnvWH31zk8CN6at2MmZEqyxbkSsTAFrbkca8ghq8QmFnSojaZik30sySZt1cOq5wNXAa4Gtom1S9JmKpK7Fw4EbJO0HjJF0D2FBtN3SVtzvlP3rtkqdZBUELM6iuUtyjXRMu35ZXzNmvbJb4KzOZ4E064dNAg43M8uqIYmEzMwekfQawljZJGA2cLWZPT/0mU6dKcIaq5qINUgjZpV7WdpxckLSq4DDgL0JM3N0wq3A1sD9WbWnrZBJGgHMBzYys59kVbHjVFXEGuRtmWWOz/LhDMXIEYk8Aefd9TDn3/VwY3d883FJw4ALgM8Txrk65QbgSknnAKuMgZjZJSnKay9kZjYgaR7Blbg0TSVOwRT8XlEaa6zqIpaWpFZZUveiz7+YHx5635pDdtiKQ3YIw1UjT//xvBZZPg3MMbMrJE1MUcW06POTTekG5CNkEScC35F0lJk9nqaiviLvd8i6jFhMMj6W5ztPdRKx2lllFcQX5OwdJL2CEDMxOW0ZZjYpuxYFkkYtXgjsCzwi6UVJyxpb1g1yyg8E6YRem0exFZ0Kb23uic+56HTOrsAE4N7IU3dnlH63pMM6KUjSRpImS9qw20Yltch277aiulPkO2S9TJ2ssTh5WGbuXnRqyI8I64k12Az4A/B2EgZvSFoPuAh4V5Rkkq4BDjCzp9M0KmnU4m/TFO7Uk6RuxU4tj7qKWINOxMwjGDPEQ+8rg5k9RyzkPgoGhDBmlnSCjK9Hn9sADwEvB84AvgZMTdOuREIm6ZjBjpnZV9JU3M/k6jpsE+hRpffHsmb+06vHIm2w/qhM66j8mJlHLibCAz2ywcxmEWZ+6oS3A9ua2cJo/wFJBxBWjU5FUtfiHk37mxLeJ7uFsIS102dUwRprJVyD5cla0JKQxCrzl6OdPqX5ZegV3RSW1LX41uY0SZ8gDPo5RZLzAH0e0YpZiVgS4UpybreiVoZV5uNkTg9xPXCRpM8Cs4CJhBVWfp22wG5WiP4OcGgX5zs1peiovPlPL+1KxAYrL8syB6M2EYyOUxyfAdYkrG35IvAPYBRhyqtUdLRCdBM70Llv1CmRMsbHqh7gkdb1mKVV5u5Fp5+IIhPfKWkTYHPgUTPrytWUNNjj16zq0xwN7EQwBx0nN4qwmhzHKZ5IvDIZK0lqkd3StL8YOMbD8ltQxMrQfUKRIjb/6aWlBITkQi9FLuYQeu8Ri8Uj6QgzOyP6nnkUfNJgjy+kKbxX8Jeh09GNW7EOllhS96K/U+Y4vI3wrhisHgXfwEgZBZ/Utfgm4DEzmy1pAnA6MAAcbWatJpV0nNpRdavMIxedumJm74p9Xy0KvluSuha/A3ww+v5V4GWEmfD/D/hw1o3qZ6o+z2IRUXh1sMYcp25oxIhK/BCS9Dcz27ZF+j1m9to0ZSYVss3N7EFJIiyu+WrCNCUPD32aUyfynPE+KWWLWKdWWVbRix65WAw+PlYJNuswvS1JhWy5pLWAbQlzaj0VLa62VtqKnd6m6mH3TjH4Ei5Og1iQx4gWAR+vAB5NW3ZSIfsNYdbjDYCfRWmvoml1T8fphrKtsQZ5jJV5wIfjrAzyGMmqAR8rCFpyUNqCkwrZNMKy1ssIY2QQFPTbaSt2nDhVEbE0VH4iYcepAI0gD0lnmVnz6tBdkTT8fgFwbFPa1Vk2xOkdOnUrVlHEqh7B2Bf48i29yqWStjKzlTEWkrYCNjaz36cpMNFci5L+R9KO0ffXSZot6UFJr0takaThkk6XNFfSs5J+Iml8m3N2l/RHSYslzZN0dtL6HKcX6eVlePLGAz0qw7msPr2hovRUJJ00+HDg8ej7l4DLgBmEhdCScjTwPmAXXopOuWiwzJKmAJcTXqLbIDrn/A7qc2pAFa2xBkW3rZSo0ZxXU3CcFmxpZg/FE6L9LdMWmFTINjCzuZLWBP4fcCJwCtBJzP804DQzezhaUO1IwsSREwfJfwpwjpldbmYvmNlSM7uzg/qcjMn6HbIqi1inJHGn+kz4jgPAXElbxBMkbQk8nbbApEK2WNKmwBTgbjNbCgyPtrZIWhfYArijkRYp8CJg+xb5RwOvB5ZKujNyK86UNHmwOgYGBpi865SV2/QLZiS8tKHx6ak6w8PuHacYpl8wY2V/R3crmRTNTwnrkW0TDTltA1wIXJG2wKQXPwO4lbCGTCP+f2fCejJJGBt9LmxKXxA7Fmc9gsgeAuwJ3A8cAVwj6VVR8MkqjBgxgttvmZmwOY7jALDhJomz+jth1WLaQVOZdtBUADR63EC5remIE4ELgL/y0qoqlwPHpy0wkUVmZscSYvw/ZGaNcaoXCOKShGejz3Wb0scRrLLB8l9oZneb2TKCq3EkwbXZs1S5s+jH96B6yf3pOFXAzJaY2YeBjYE3EKIVP2xmqd05iVeINrNfAzdFi6FhZreb2Y0Jz10APEJYwwxYGW45Fri7Rf6FhCWwrfnYIGlOAqowz5rjJCLj0HuPWMwOSV+W9E9JiyQ9Jeny5jGvhDxPCCIcKWnTaPgqFUnD78dIOj+q+MEo7f2STuygrunAUZImSRoLnAZcZ2azBsl/NnCgpO0kjSC8kL0USPWeQc/QgSvIcRwnBy4CdjSzscBEgpFyWdKTJb1R0gOEoaVHo+0xupiiKqlFdibBDHwTYXYPgNvobOb7U4GrovMeJwSK7Nc4KOkcSdfG8p9B8KP+BphHGCvbM7LWnBzwSWudLKmym9xJj5ndH+uHRZhiausOijgXuJoQ9b5VtE2KPlORNNjjPcB2ZrZQkgGY2eOdmIJmtpwwptZyXM3MDm3aN+CEaHOSsuHGYYVgx3GcFJz3x/s4/9a/NnZbTlohaV/C8l5jCWtTfq6DKiYBh0d9fCYkFTIR3IovJUhjgMVZNcRxsmLe8y8CMH6tkZmU59NVOT3ByJHhh24bDtlrYw7ZazcARkw9oeXCyWZ2CXCJpI2BjwH3dNCSWwkW3P0dnDMkSYXsd8D/Al+IpX0SSBTs4TjN5BUN2BCxxvesxMxxnNUxszmSzgMelrSFmSV5qfkG4EpJ59C0gkokkB2TVMgOB26QtB8wRtI9hFD43dJU6jhZExew5vSixMxnwXf6lBHAaGBTks3OMS36bJ4B34D8hMzMHpH0GsJY2SRgNnC1mT0/9JmOkz+DiZjjgIfeZ0m0oPJhwI+iBZY3A84ivC6VyFVoZpOybldbIYtC3+cDG5nZT7JugFMsmjChp2ZQTyJi7mKsGb58S9V5F3BCNJXgAmAmsLuZlTa7SFshM7MBSfMIrkSf5qAKbLiJz1pOZ5ZYr4iZv9TulImZrSAIWWqGinY3syfSlJn0PbITge9IelmaShwna9K4E7txQfpUVY6TGY2Xn1ttqUga7HEh4QXmfSStIDZNlJmtkbZypzUavyk2L9UPk4C/S+ZkjL/c7GRI8xjZy4DjgEvTFphUyHZPW4FTL4ZvvEFXCzyOnTC6kKVcxq81smMLq+quxcJnVslxujMXPmcwzGx2U9JsSQcQZnEadLHloUgS7PEKYH3gLjN7OE0lTu+w5ibjKrNAZCdi1q2I1eqF6AQvvTpOxXiOLlaIHlLIJH0Q+CHBrbhM0gfN7Jq0lTlOgw3WH5XJuFMSMSvKEmv3Dlk/LoPjOM1E01vFGQ3sQ5jxIxXtLLLjCAtpng18IvruQuZUioZQtRK0qrsTHacP+XLT/mLgdoLepKJd1OIk4MxowbOvAa9IW5FTHfIO4S5rdoteFy0PvXfqiqTbYrvfM7NJse21ZnagmT2etvx2QjY8em8AM3sR8AjFqtAD65LlMe4UF7OshK2I8bEqL6FTaOCGL6jZq7xSkqLvncyUn4h2rsU1JB0T2x/VtI+ZfSXrRjnl0m3kYtn0umU2JEkDPXrgh5BTK24FbpL0N4KOTG+VycymtUpvRzsh+yOwR1Nj4vsGuJBVkRzfJatS5GJV8MmCncozYmSZP2A+AhzKS4tnZvprc0ghM7MpWVbmOM1kFb1YdTxi0elnzOwZ4BQASRuZ2YFZlp90iirH6YhesVCq8v5YnQI9/GVoZyjMbK+sy0w6s4dTMF1PU1Uj+sUqcxxn5VIw/wnsDKwTP5Z2jMwtsj6lTr/wex2PWHT6jHOBbwKbEcbK4lsq3CJzUpF1wEedrbLKuFE9YtGpB/8BbG9mqWe7b8YtsjqTY4eUhZVQmQ4+JVUZH3OcHmMekOnqvi5kvUzNJo/tVeHoNmLR3cBOj3E88A1J62dVoAtZlix+puwWFEqSDrpTq6wqYpa0Hd1anZmNj9XsR4vT19xHWBpsrqRl8S1tgT5G1sdowgRsbqYWfks6XaOsISJljZllKaaVs8Y6cEenCfToKjgk4+mpnMryA+APwCcJy7d0jQvZENiSBWU3oVSSTFWVNOgjzYKbZQSAdCJilbHGHKdebAXsZGbLsyrQXYsl4CHNydlg/VGFuRuzFrHCZvNwt6JTIJJOk3SfpEWSnpB0XofjXbcBL8+yTW6ROV2Tp1XWIG93Y9Fjc0mssTLdio4zBMuB/YB7gXHA94ELgfclPP8G4Kpo4uAn4wfM7JI0DXIh63PajZNlPRN+N2IGqwpON6LWjXD1gzXmXgNnMMwsvgLKXEnfBjoRoIOjz080F91hOStxIet1cpwFPy3dilmDZjEaStiysriKErE6hty7+PUtuwF3J81sZpOyboALWYWp03yLVVjaJW/3YFYveJcScu9uRWfEyEQ/Nqb/9FrO/+kvG7vjh8oraW/gEOAtXbevC1zI6s6Gm8BTT7bP1wV5LLSZlVVWFElFrF+tMad3mPaBPZn2gT0BGP76d88bLJ+kDxHmTdzLzO5MWn60UvTBBEtuAtBYORoze1uaNnvUopMZnXbidZnCKst21iHk3l2ETjskHUgQsfea2Y0dnv5l4IvAo8AbgDuA7YC/pG2PC5mTyALIqwMeO2F0pQWtk7YVao25W9EpCUmfAs4A3mFmv0tRxL7RuZ8HlkWf7wcmpm2TC5mTKWk78yoKWtYiVgdrrDR8Vo868U1gLHCjpMWNrYPz1zezu6LvyyUNN7M/Am9N2yAXsn4goxDtpB1xN5ZJVQStjDZUwRpL61asojtSo8eV3YSexMxkZiPNbEx866CIxyVtEX1/GNhT0huAF9O2yYUsS2r8qzJpJ9qJmNVR0DqtN+l1trtvuYiY41ST7wCvi75/HfgZ8DvgW2kL9KjFXiBJ5GKC98mSTiLcSRRjt2H5cVHJM8oxjWgmFerSXIp9bI051cXMvhX7fqmkm4ExZnZ/2jJdyEoi6TtiVX2XrFMxA7p+z2wosUkqcllZeVmKWBVciqVSY0+Gkw5Jw4FdgM3N7IeS1pa0lpk9n6a8Ql2LkoZLOl3SXEnPSvqJpEFfuJO0saQfRvmfkfQbSTsU2eZ+o5N3mDq1NPKctqnhEmy3ZUHlRSwFblU5RSHp5YR5Gq8Bvhslvx04L22ZRY+RHU2YWHIXYLMo7aIh8p8NrA9sDWwE3A5cHb1Qlzs9N1icsDPMW8wKm4cwYzppe6kiVqA15gLopOAs4DJC394I8JgJ/HvaAosWsmnAaWb2sJktBI4E3ilp4iD5XwH82MyeNrNlBPXeDPA45mZKdCWlGQOqk5h1Kr6lzGzfIMVz4GLkFMzrgS+b2QrCRMGY2QLCTPqpKEzIJK0LbEF4ixsAM3sIWARsP8hppwN7SxovaRRBCG8xs9WmTRkYGGDyrlNWbtMvmJH5NfQEOVhlkF7MqmyhpWlb5iJW4SjFTAQwp/GxnvOmtGD6BTNW9nfUK95hEU2iJWlT4F9pCyzy4sdGnwub0hfEjjXzO+AAYC5hDZxHgT1bZRwxYgS33zKz60ZWkbICPpJGMTboZk7GuGCUPflwWmHNPDqxAJeiW2P1ZdpBU5l20FQANHrcQLmt6YgrgAskHQYgaQPgGwR3YyqKdC0+G32u25Q+jqDQqyBpGHA98EB0ztqEObpulrRRfs3skg5+YWbeiSTtyHL8lZ9FZ16WpZa2zuEbb5D4unthXMxxuuR4YDHwCKH/fwp4AfhK2gILs8jMbIGkR4CdiCaHlLQVwRprtZbN+sAk4Cwzawjd+ZJOI0w0+fPcG+10bJVBtrPltxKWPCy2IqywqkQoNujmh5RbcjUk4TIueSJpBPBe4CDgk4Q+fraZddbJNFG0X3U6cJSkG4H5wGnAdWY2qzmjmc2T9ABwmKSjCYq9P7AOcE9xTe5ROlhwM62YAZkv/wLtRachdHlbdLmIWBrqao35+2N9h5kNSPquma0DLCXoQNcUHbV4KnAVcBvwODAc2K9xUNI5kq6N5X8/kWITLvh/gA+Z2cNFNbgqJP4l1Umn1sEvf02YkKozbrjdipzdIm+3ZKfX05ElVpBLsZetsX4I9Kg5t0kaLMAvFYVaZGa2HDgi2lodP7Rp/2/AewpoWmnkEsjRyWKbHVhmkM46a5CnlVYEacQ4V3dinUXMrbF+5kbgKknTCUbKisYBM7skTYF1CtksBY0ehy1Z0NlJY9aDxc9k35ZORC9nMQO6FjSovqiltSRzD7F3EXPqy0EE8Tq4Kd0AFzKnCzoUM+he0KC1UFRB3HpNwKAiIpYz7lasPmY2KesyfRmXCtBJJ9FRh9Jpp5dmjIb042eDER9XK3JsrZs6O74HNRKxTHFrrO+R9LdB0lMH8blFlhc5uRc7phMX48pzOrfOoLvxs6HoRFhaWXN5i2HHIl4zEauLS9GtsdqwWYfpbXEhqwidjH91HCBSsJg1yEPU2lGkBZfKCi34RefKiJjT90g6Jvo6Iva9wSsIMzelwoWsplRZzBo0d/RlCFseFCJgULorMVMRc2vMgT2iz5Gx7xACP+YQgkBS4UKWgFSRi1Ad92I3dClmccq21rol9Tigi1h2ZTm1xczeCiDpLDP7ZJZlu5BViE6trFRWGaSzzBrkIGoNqiZuXQewFCxg0J8i5tZYPYimp1JcxCRNBXYEbjKzK9KW7UKWNx1aZbmLGaRzM648N3tRazCUcBQhcplFXrqABVzEehJJHyHMsrQDsLaZJdWRHwLXEaYqRNJxwAmEuXY/LukTZvbdIc4fFBeyhKR2L6apqygxg/SCBrmKWjO5zlWYBWkn+q2AgGVZzkpcxHqZZ4CzgbWIRCkhkwkTBTf4JHCwmX1f0t7AMYTFkzvGhawIChgra3REqQUNshM1yF3YKoML2Or4mFhPY2bXAUia0uGp65nZE9G52xKW5/pRdOxndCaKq+BCVlHSzsHY1dyNWVhpK8tq0cH3irh1s8xKRQQs67JWUpCIuTWWguEjEv19pn//Es676NLG7vgMW7BE0hgzW0ywzu41s6XRMdGFHrmQdUBX7sUUVlkpYgbZCtoq5dZU3LJYH6zXBQxcxHqEafvvy7T99wVg2IYT52VY9M3AFyWdC3wc+GXs2NZA6g7HhaxIChYzSOFqjJOXoK1SRxuRKFrosl7UskIClkd5QKGuRBexWnMUcA3waeBe4GuxYx8FbklbsAtZhxQZ9LGyzi4srEwFrUGewrZa3cWslpwpGSx0WQsBAxcxJzFm9k9gW0nrm9nTTYe/CixLW7YLWdGkDPzoVpAyEbQGg3XURQpc1egn8YLCAzpcxKqDpOGE2TnWiPZHRYdeMDNrd34LEcPMFnTTJheyFHRtlXURxZiVoHVTxqD0k8BlIFxQM/GCUiISXcQqx38BF8b2n48+JwGzCm8NLmSpyUTMoDRBi5fRIHNha5Ck06+y2GUkWg1qJ17gAuasxMxmADNKbsYquJB1QSbjZV2+Y9Z1hGJTWQ1yE7XB6FQsMo+ozFasmslDbHpVwMBFzOkMF7IqkIGYQbbiU5i1lpachScLaml5QekvNLuIOZ3iQtYlmUUxZjD7R54W1VCdaOVEriRqa3U1cAFzaooLWQZkKmaQyXRWRVpUnXS2vSJ6eQlM4QtZVmA6KRcwp1tcyDKi8c9YNUFrUBVXYZqOuoy2FiEopay+XAHhauAC5mSFC1nGZPrCdA6C1mCwTrSKFlMpHX4OlHYdLl5Oj+NClgOZWmewekeU40z6PhaWHf1uccVxAXPyxIUsR3KbzireWeW8PEycfhwLS4JbWq1x8XKKwoUsZzK3zppp1ZkVKG6DkUXnXhUxLN21WXHBiuPi5ZSBC1lB5C5ocYbq+CogckkpXUCKpEZiFceFq0YMG96zfy8XsoJpfpCKnkk/UYdZI7GrHTUVLHDRcqqLC1nJlC5srUjb2boABmosVuCC5dQPF7KKUUlhS0oeHXjVxLHmItXAxcrpJVzIKs5QHU6tRC4tPSIcReNC5fQTLmQ1Jm1n1RcC2EO4KDnO0LiQ9SFZd4wujMlxUXKc7HEhc7qmrM65bAF1UXKcauBC5tQWFxLHcQCGld0Ax3Ecx+kGFzLHcRyn1hQmZJI+IulmSYskDSTIP1zS6ZLmSnpW0k8kjR8s/8BA2yKdIZh+wYyym1Br/P51h9+/rilsmKjTvrmQNplZMRVJ7wDWB9YCppvZkDde0rHAAcA7gfnABcDaZrZnq/zDhw2z5VV7ebZGTN51CrffMrPsZtSWUu7f2usWW1+OTJ48mdtvv73sZqzOcwuT5evmb5G0jiHQ6HErzGz4UHkm7/Rv1ukzqtHj7jCzyaukddg3F0FhKm5m1wFImpLwlGnAyWb2cHTekcCDkiaa2azVcks99Y9dOMOG+/3rBr9/vUkRf9P6PTed9c0FUMmoRUnrAlsAdzTSzOwhSYuA7YFZzeesWLECSStiSQPR5iRjRBKXrzMofv+6w+9f54zgpT687TDRHX/+y3UaPS6JC3A8MCH6Pip+IE3fXASVFDJgbPTZbHMviB1bBTNTng1yHMepM2b2zgyK6bhvLoKqRi0+G30229zjgEXFNsVxHMeJqGTfXEkhM7MFwCPATo00SVsRFP/ukprlOI7T11S1by4y/H64pFHAGtH+qGgbzCU4HThK0iRJY4HTgOvKGkx0HMdxgAr2zUVaZP8FPA9cBwyPvj8PbAkg6RxJ18bynwpcBdwGPB6ds1+B7XUcx3FWp3J9c2FCZmYzzEwttlnR8UPj7yGY2XIzO8LMxpvZOmb2QcAkfU/SHEkLJV0iaeWCVVV8Ua+KSBom6feSTNJmsfQZkl6UtDi2HVZmW6uMP2/ZMdgzGR3z57IFkjYYqj+M8mT+jLbqm81sXndX0x2VHCMbgu8DY4BXApOADYCLYsePBt4H7AI0/hnix53AZ4HnBjn2PTMbE9vOLrJhNcOft+wY6pkEfy5b0a4/hH55Rs2sFhswGlgB7BBLewtgwJbR/mzgY7HjL4+OTyy7/VXZgFcBDwE7Rvdms9ixGcD5ZbexLps/b5ndx0Gfyei4P5er37O2/WGU1hfPaJ0sMsW2Bo327zDYi3qEkNDti2pklZE0jDCdzOcJ7320Ym9JT0t6IHJJjCmsgTXCn7dsSPhMgj+XzQzZH0J/PaO1ETIzWwzMBE6SNE7SBOCY6PBYKvqiXsX4NDDHzK4Y5PhZwDaEN/s/QPiFd15Bbasb/rwNQTSuZUNsX4qytnsmoc+eyyT3LkF/GP/s+We0NkIWsR/wAvA34E/Az6P0eVT0Rb2qIOkVwOHAJwbLY2Z3mNm/zGyFmd1HGLf4D0lrFtXOGuHP29B8gjDN0WDbV5I8k9CXz2XbexflG6o/hD56Rqs6RVVLzOxx4MONfUnvBpYCfzSzBZIaL+r9JTpe+ot6FWJXwj/BvdGre40fMXdLOs5aD5435q706b+a8OdtaCKLYfFQeSSleSahx5/LJPcuyjdofxgd75tntLBlXLJA0tbAXIJp/DrgEuAHZvaF6PixwP68tLzAd4F1LJs5xmqNpLUJy+g02Az4A7AzcL+ZLZb0EeCX0T/AK4HvAU+a2d7Ft7j6+PPWHUmeySifP5ctaNcfRnn64hmtlUUGvBk4mWAqPw5828y+GTt+KrAe4UW9NYFf4y9RA2BmzxELb5bU+NvPaXQYwKHA2ZHL5ingp8BJRbazZvjz1gUJn0nw53Iw2vWH0CfPaK0sMsdxHMdppm7BHo7jOI6zCi5kjuM4Tq1xIXMcx3FqjQuZ4ziOU2tcyBzHcZxa40LmOI7j1BoXMqcrJG0RrQ+16RB5rpd0UsLypkgaiO2fJOn6Lto3Q9L5ac9vKmuWpMzewZE0IGlKVuUlqG+xpDdmXOZm0fx/E7Ms13E6wYXMGZKmxQxfbF7g0MwesbA+1BNlt7WXaBb0LM6N/k5/6LZ8x6kadZvZwykYM1u5XEZk2Ywws6nltchxHGdV3CJzukLSxPjy9Ar8r6THovWjvk5scldJa0u6IlqefZGkOyXtkbCu/5Z0V1PayyMX3ZYJy9hS0s8lzZP0qKRvSFordnyCpO9KeiRq3x3RnHbN5awdlfMLSaOj/TMk/TO67l9Gs7s38q+jsCz905JmSzogSXsHuYZB72Hk4r0WGB6znA+IjpmkXQfL0/y3jM6ZKunB2P7Gkq6UtFDSA4Q5/Jrbd4ike6M8f5b09rTX6jhJcCFzsmY/wjIb7wM2Jiwp8ebY8WHAFYTl2TcALgV+orCeUjsuBl4uaedY2seA681sdruTo7n8fgHMAbYE3gC8CTgjOj6MsBTGOMLEteOAA3lpOYxGORsDvwWeAPYysyXA+YQ1s94QXfetwNWSRkanfSO65u0Iixq+Dxie4JpbMeg9jFy8ewLLI1fiGDP7XvzkJHmG4GJgOWHBxjcDU+MHJU0DjgI+Spjj71jgirioO07WuJA5WbM/cG60htQy4BSCcABhiQoz+4GZPWtmL5rZ6cAygnAMiZktAi4jiBeShgMHkHyRxdcTOv/PmdmSaBmM44CDJAmYHLXjoNj6V3c3jf9tB/weuNzM/tvMlksaD+wDHBadtwz4ArAJsEskkB8FjjezOWa2kNDZp6Kbe9gNkl4GvA04wswWmtkcwnXG+RRwspndFd2/a4AbgY/k2Tanv3Ehc7JmM2BWY8fMVgArrSVJa0k6S9LDkVtsAeGXexKLDOBcYB+FJUDeRRjnvTIq+76Yq+yYFuduDjwVWVANHgJGRfVPjI43r6gb5yDCjO3/F0ubFH3eLWlBdE1PAyOjOicQZh6fFTvnn+0vtTUZ3MO0NFyOceu3+TomAf/XuA9R294KvCzntjl9jAd7OFnzOEEQgDBmRnDjNfgcYan63YBZZmaS5pFwkUQzu03SQ8CHCMvezzCzF6Njr25z+qPAhpLWjpYQAdiKsBjhPILQbChpbGT9teJo4B3A9ZL2NLNneKljf6WZzW0+IbLIlhHuy0NR8qTmfB3Q7h6uGPTMl2iVp7F0yuhYWvy1isejzy0Z/DpmAyea2Y8TtMFxMsEtMidrLgKmSdopGh86mjBm1GAsYXn2+cAakk4gjEV1wnTgcIJF1sk7Yn8CHgTOjAImNgW+CFwYWY63A3cA50vaUNIwSa+VtEmsjAGCm/AeYKakjczsKcKihmdH7jckjZP0AUljorIvAb4gaSNJYwku17ZIGtW0jaD9PZxDCOQYSixXy2Nm8whCdJCk4ZJeCxwSO/4YMBP4qqSxkjYCjm8q9+vASZJ2VGCtKMBkmyTX6zhpcCFzsub7wFnAVcC/gA2Bm2LHv0ZY0fYJwq/651jV5ZaEiwmWwO/M7B9JTzKzAeA9BBfZIwRhuxU4Ijq+AtgLeJ6wNPwC4EJgnaZyVpjZIcANwE2StiB0+H8niNuzBKH7ENBY8O/TBDfc/dGxqwhBE0MxPGpLfPs2be6hmT0AnA38KXLv/VeLezFYngOie7Qwque7TafuS3CTPgrcTPh7x8s9D/gq4b49Q7jPxxPcrI6TC76wplM7Inflw8CxZnZJ2e1xHKdc3CJz6shHgTWAy8tuiOM45ePBHk6tkDSXME71sSjM3XGcPsddi47jOE6tcdei4ziOU2tcyBzHcZxa40LmOI7j1BoXMsdxHKfWuJA5juM4teb/A4U/na3oc95YAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 504x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compare the overturning circulation in lat-lon and tidally locked coordinates\n",
    "\n",
    "# Calculate the streamfunction in tidally locked coordinates\n",
    "f_psi_TL = 2 * np.pi * f_a * np.cos(f_radlats_TLeven)[None,:]* np.cumsum(np.mean(f_vdiv_TL,axis=2)* np.gradient(f_p)[:,None], axis=0) / f_g\n",
    "\n",
    "om = 200\n",
    "psilevels= np.linspace(0,8,17)\n",
    "psicolors= plt.cm.Reds\n",
    "psinorm = mpl.colors.BoundaryNorm(psilevels, psicolors.N)\n",
    "\n",
    "\n",
    "# Plot streamfunction in tidally locked coordinates\n",
    "plt.figure(figsize=(7,5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75*(4.5/5)])\n",
    "plt.title('Tidally locked streamfunction', pad=30)\n",
    "pt=plt.contourf(180.*f_radlats_TLeven/np.pi, f_p/1e5, f_psi_TL/1e11, zorder=-1001, cmap=psicolors, norm=psinorm, levels=psilevels)\n",
    "plt.ylim(1,0)\n",
    "plt.xticks([-90,-45,0,45,90])\n",
    "plt.xlim(90,-90)\n",
    "plt.ylabel('Pressure (bar)')\n",
    "plt.xlabel('Tidally-locked Latitude')\n",
    "plt.colorbar(pt, pad=0.025,label=r'Streamfunction ($\\times 10^{11}\\,$kg$\\,$s$^{-1}$)')\n",
    "ax2 = ax.twiny()\n",
    "plt.xticks([0,0.5,1],[\"Subs.\",\"Term.\",\"Anti.\"]);\n",
    "\n",
    "\n",
    "# Plot streamfunction in latitude-longitude coordinates\n",
    "f_psi = 2 * np.pi * f_a * np.cos(f_radlats)[None,:]* np.cumsum(np.mean(f_v,axis=2)* np.gradient(f_p)[:,None], axis=0) / f_g\n",
    "psi2levels= np.linspace(-1,1,33)\n",
    "psi2colors= plt.cm.RdBu_r\n",
    "psi2norm = mpl.colors.BoundaryNorm(psi2levels, psi2colors.N)\n",
    "plt.figure(figsize=(7,5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75*(4.5/5)])\n",
    "plt.title('Eulerian mean meridional streamfunction', pad=30)\n",
    "pt=plt.contourf(f_lats[::2], f_p/1e5, f_psi[:,::2]/1e11, zorder=-1001, cmap=psi2colors, norm=psi2norm, levels=psi2levels)\n",
    "plt.ylim(1,0)\n",
    "plt.xticks([-90,-45,0,45,90])\n",
    "plt.ylabel('Pressure (bar)')\n",
    "plt.xlabel('Latitude')\n",
    "plt.colorbar(pt, pad=0.025,label=r'Streamfunction ($\\times 10^{11}\\,$kg$\\,$s$^{-1}$)')\n",
    "ax2 = ax.twiny()\n",
    "plt.xticks([0.06,0.5,.94],[\"South Pole\",\"Eq.\",\"North Pole\"]);\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Read in the same FMS data, but on the raw model sigma levels\n",
    "# This is because we will integrate vertically, so do not need data interpolated to pressure levels\n",
    "# This produces a more accurate dry static energy budget\n",
    "\n",
    "fp_Cp = 1004.64\n",
    "fp_Cv = fp_Cp#/1.4\n",
    "    \n",
    "ds_fp = xr.open_dataset('rotdiv-terr-control-1000-2000_atmos_average.nc',decode_times=False,chunks={'time': 10})\n",
    "ds_fp = ds_fp.sel()\n",
    "\n",
    "rr = 48\n",
    "fp_temp      = np.nan_to_num(np.flip(np.roll(ds_fp['temp'][0],rr,axis=2), axis=1))\n",
    "fp_u         = np.nan_to_num(np.flip(np.roll(ds_fp['ucomp'][0],rr,axis=2), axis=1))\n",
    "fp_v         = np.nan_to_num(np.flip(np.roll(ds_fp['vcomp'][0],rr,axis=2), axis=1))\n",
    "fp_om        = np.nan_to_num(np.flip(np.roll(ds_fp['omega'][0],rr,axis=2), axis=1))\n",
    "fp_height    = np.nan_to_num(np.flip(np.roll(ds_fp['height'][0],rr,axis=2), axis=1))\n",
    "fp_ps        = np.nan_to_num(np.flip(np.roll(ds_fp['ps'][0],rr,axis=1), axis=0)) \n",
    "\n",
    "fp_lats      = np.flip(np.linspace(-89.022,89.022,92))\n",
    "fp_lons      = np.linspace(-179.062,179.062,192)\n",
    "fp_p         = ds_fp['pfull'].values * 100. \n",
    "fp_phalf     = ds_fp['phalf'].values * 100.\n",
    "fp_p3D       = fp_phalf[:,None,None] * fp_ps[None,:,:] / 1e5\n",
    "\n",
    "fp_rad_lats = np.pi*fp_lats/180.\n",
    "fp_rad_lons = np.pi*fp_lons/180.\n",
    "fp_cos_rad_lats = np.cos(np.pi*fp_lats/180.)\n",
    "fp_cos_rad_lons = np.cos(np.pi*fp_lons/180.)\n",
    "\n",
    "# Total energy\n",
    "fp_E =  fp_temp * fp_Cv  + f_g * fp_height\n",
    "\n",
    "olr = np.flip(np.roll(ds_fp['olr'][0],rr,axis=1), axis=0)\n",
    "\n",
    "# Define the instellation field manually\n",
    "instell = 1000*fp_cos_rad_lats[:,None]*fp_cos_rad_lons[None,:]\n",
    "instell[instell<0]=0\n",
    "\n",
    "ds_fp.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate the rotational and divergent circulation components on sigma levels\n",
    "\n",
    "fp_udiv = np.zeros_like(fp_u)\n",
    "fp_vdiv = np.zeros_like(fp_u)\n",
    "fp_urot = np.zeros_like(fp_u)\n",
    "fp_vrot = np.zeros_like(fp_u)\n",
    "\n",
    "nt=21\n",
    "\n",
    "for l in range(len(fp_p)):\n",
    "    fp_vw = VectorWind(fp_u[l], fp_v[l], rsphere=f_a)\n",
    "    fp_udiv_l, fp_vdiv_l, fp_urot_l, fp_vrot_l = fp_vw.helmholtz(truncation=nt)\n",
    "    fp_udiv[l] = fp_udiv_l\n",
    "    fp_vdiv[l] = fp_vdiv_l\n",
    "    fp_urot[l] = fp_urot_l\n",
    "    fp_vrot[l] = fp_vrot_l\n",
    "    \n",
    "fp_urotr = fp_urot - np.mean(fp_urot,axis=2)[:,:,None]\n",
    "fp_vrotr = fp_vrot - np.mean(fp_vrot,axis=2)[:,:,None]\n",
    "\n",
    "fp_urotj = fp_urot - fp_urotr \n",
    "fp_vrotj = fp_vrot - fp_vrotr \n",
    "\n",
    "fp_Eurho = fp_E*fp_u\n",
    "fp_Evrho = fp_E*fp_v\n",
    "\n",
    "fp_Eudivrho = fp_E*fp_udiv\n",
    "fp_Evdivrho = fp_E*fp_vdiv\n",
    "\n",
    "fp_Eurotrho = fp_E*fp_urotr\n",
    "fp_Evrotrho = fp_E*fp_vrotr\n",
    "\n",
    "fp_Eujetrho = fp_E*fp_urotj\n",
    "fp_Evjetrho = fp_E*fp_vrotj\n",
    "\n",
    "fp_Euvrho_div = np.zeros_like(fp_Eurho)\n",
    "fp_Euvdivrho_div = np.zeros_like(fp_Eurho)\n",
    "fp_Euvrotrho_div = np.zeros_like(fp_Eurho)\n",
    "fp_Euvjetrho_div = np.zeros_like(fp_Eurho)\n",
    "\n",
    "\n",
    "for l in range(len(fp_p)):\n",
    "    fp_Euvrho = VectorWind(fp_Eurho[l], fp_Evrho[l], rsphere=f_a)\n",
    "    fp_Euvrho_div_l = fp_Euvrho.divergence(truncation=nt)\n",
    "    fp_Euvrho_div[l] = fp_Euvrho_div_l\n",
    "    \n",
    "    fp_Euvdivrho = VectorWind(fp_Eudivrho[l], fp_Evdivrho[l], rsphere=f_a)\n",
    "    fp_Euvdivrho_div_l = fp_Euvdivrho.divergence(truncation=nt)\n",
    "    fp_Euvdivrho_div[l] = fp_Euvdivrho_div_l\n",
    "    \n",
    "    fp_Euvrotrho = VectorWind(fp_Eurotrho[l], fp_Evrotrho[l], rsphere=f_a)\n",
    "    fp_Euvrotrho_div_l = fp_Euvrotrho.divergence(truncation=nt)\n",
    "    fp_Euvrotrho_div[l] = fp_Euvrotrho_div_l\n",
    "    \n",
    "    fp_Euvjetrho = VectorWind(fp_Eujetrho[l], fp_Evjetrho[l], rsphere=f_a)\n",
    "    fp_Euvjetrho_div_l = fp_Euvjetrho.divergence(truncation=nt)\n",
    "    fp_Euvjetrho_div[l] = fp_Euvjetrho_div_l\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([<matplotlib.axis.XTick at 0x10f5e61f0>,\n",
       "  <matplotlib.axis.XTick at 0x10f5e6250>,\n",
       "  <matplotlib.axis.XTick at 0x17915a220>,\n",
       "  <matplotlib.axis.XTick at 0x17b900e80>,\n",
       "  <matplotlib.axis.XTick at 0x17b900910>],\n",
       " [Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, '')])"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x324 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Calculate the dry static energy budget for each component, and plot it\n",
    "\n",
    "fp_Euv_div_int = np.sum((fp_Euvrho_div[:,:,:])*np.diff(fp_p3D[:],axis=0),axis=0)/f_g\n",
    "fp_Euvdiv_div_int = np.sum((fp_Euvdivrho_div[:,:,:])*np.diff(fp_p3D[:],axis=0),axis=0)/f_g\n",
    "fp_Euvrot_div_int = np.sum((fp_Euvrotrho_div[:,:,:])*np.diff(fp_p3D[:],axis=0),axis=0)/f_g\n",
    "fp_Euvjet_div_int = np.sum((fp_Euvjetrho_div[:,:,:])*np.diff(fp_p3D[:],axis=0),axis=0)/f_g\n",
    "\n",
    "fp_div_Eu_int_intm = -np.mean(fp_Euv_div_int*fp_cos_rad_lats[:,None],axis=0)\n",
    "fp_div_Eudiv_int_intm = -np.mean(fp_Euvdiv_div_int*fp_cos_rad_lats[:,None],axis=0)\n",
    "fp_div_Eurot_int_intm = -np.mean(fp_Euvrot_div_int*fp_cos_rad_lats[:,None],axis=0)\n",
    "fp_div_Eujet_int_intm = -np.mean(fp_Euvjet_div_int*fp_cos_rad_lats[:,None],axis=0)\n",
    "\n",
    "instell_intm = np.mean(instell*fp_cos_rad_lats[:,None],axis=0)\n",
    "olr_intm = -np.mean(olr*fp_cos_rad_lats[:,None],axis=0)\n",
    "\n",
    "plt.figure(figsize=(7,4.5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75])\n",
    "plt.title('Terrestrial')\n",
    "\n",
    "plt.plot(fp_lons,(fp_div_Eu_int_intm)/1e3,label='Total',color='k',lw=2.5)\n",
    "plt.plot(fp_lons,(fp_div_Eudiv_int_intm)/1e3,label='Div.',color='b',lw=1.5)\n",
    "plt.plot(fp_lons,(fp_div_Eurot_int_intm)/1e3,label='Eddy rot.',color='green',lw=1.5,ls='-')\n",
    "plt.plot(fp_lons,(fp_div_Eujet_int_intm)/1e3,label='Jet',color='r',lw=1.5,ls='-')\n",
    "plt.plot(fp_lons,(instell_intm+olr_intm)/1e3,label='$F_{S}-F_{OLR}$',color='orange',lw=2.5)\n",
    "plt.plot(fp_lons,(instell_intm+olr_intm+fp_div_Eu_int_intm)/1e3,color='k',ls='--',label='Residual',lw=1.0)\n",
    "\n",
    "plt.xlim(-180,180)\n",
    "plt.xlabel('Longitude')\n",
    "plt.ylabel('Heating (kW$\\,$m$^{-2}$)')\n",
    "plt.ylim(-0.3,0.4)\n",
    "plt.legend(ncol=3,frameon=False,loc='upper left')\n",
    "plt.axhline(0,color='k',lw=1)\n",
    "plt.xticks([-180,-90,0,90,180])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mean day-side instellation = 315.042355 Wm-2\n",
      "Mean day-side cooling = 219.072974 Wm-2 = 69.537626 pc\n",
      "Mean night-side heating by u = 82.894157 Wm-2 = 26.312067 pc\n",
      "Mean night-side heating by udiv = 79.320924 Wm-2 = 25.177860 pc\n",
      "Mean night-side heating by uroteddy = -1.656954 Wm-2 = -0.525946 pc\n",
      "Mean night-side heating by urotjet = 5.233204 Wm-2 = 1.661111 pc\n",
      "The mean day-side instellation is 315.042355 Wm-2, of which 69.537626 pc is re-radiated from the day-side and 26.312067 pc is transported to the night-side by the total circulation\n",
      "Broken down further, 25.177860 pc of the total day-side instellation is transported to the night-side by the divergent circulation, 1.661111 pc by the zonal-mean jet, and -0.525946 by the eddy part of the rotational circulation\n"
     ]
    }
   ],
   "source": [
    "# Print out useful quantities describing how much energy is transported by each component of the circulation\n",
    "\n",
    "l1=48\n",
    "l2=145\n",
    "\n",
    "x0=np.mean(instell_intm[l1:l2])\n",
    "print('Mean day-side instellation = %f Wm-2' % (x0))\n",
    "x1=-np.mean(olr_intm[l1:l2])\n",
    "x1p=100*x1/x0\n",
    "print('Mean day-side cooling = %f Wm-2 = %f pc' % (x1,x1p))\n",
    "x2=-np.mean(fp_div_Eu_int_intm[l1:l2])\n",
    "x2p = 100*x2/x0\n",
    "print('Mean night-side heating by u = %f Wm-2 = %f pc' % (x2,100*x2/np.mean(instell_intm[l1:l2])))\n",
    "x3=-np.mean(fp_div_Eudiv_int_intm[l1:l2])\n",
    "x3p = 100*x3/x0\n",
    "print('Mean night-side heating by udiv = %f Wm-2 = %f pc' % (x3,100*x3/np.mean(instell_intm[l1:l2])))\n",
    "x4=-np.mean(fp_div_Eurot_int_intm[l1:l2])\n",
    "x4p = 100*x4/x0\n",
    "print('Mean night-side heating by uroteddy = %f Wm-2 = %f pc' % (x4,100*x4/np.mean(instell_intm[l1:l2])))\n",
    "x5=-np.mean(fp_div_Eujet_int_intm[l1:l2])\n",
    "x5p = 100*x5/x0\n",
    "print('Mean night-side heating by urotjet = %f Wm-2 = %f pc' % (x5,100*x5/np.mean(instell_intm[l1:l2])))\n",
    "\n",
    "print('The mean day-side instellation is %f Wm-2, of which %f pc is re-radiated from the day-side and %f pc is transported to the night-side by the total circulation' % (x0,x1p,x2p))\n",
    "print('Broken down further, %f pc of the total day-side instellation is transported to the night-side by the divergent circulation, %f pc by the zonal-mean jet, and %f by the eddy part of the rotational circulation' % (x3p,x5p,x4p) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Transform the heating due to dry static energy into tidally locked coordinates,\n",
    "# and plot averaged over tidally locked longitude\n",
    "\n",
    "# NB: This figure is not included in the paper, but the code and figure are included here for interest. \n",
    "\n",
    "fp_Euv_div_int_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],fp_Euv_div_int,lon_ss=lon_ss,method=\"nearest\")\n",
    "fp_Euvdiv_div_int_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],fp_Euvdiv_div_int,lon_ss=lon_ss,method=\"nearest\")\n",
    "fp_Euvrot_div_int_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],fp_Euvrot_div_int,lon_ss=lon_ss,method=\"nearest\")\n",
    "fp_Euvjet_div_int_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],fp_Euvjet_div_int,lon_ss=lon_ss,method=\"nearest\")\n",
    "olr_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],olr,lon_ss=lon_ss,method=\"nearest\")\n",
    "instell_TL = interpolate_to_TL(f_radlats,f_radlons,f_radlats_TLeven[:,None],f_radlons_TLeven[None,:],instell,lon_ss=lon_ss,method=\"nearest\")\n",
    "\n",
    "\n",
    "fp_div_Eu_int_intm = -np.mean(fp_Euv_div_int_TL,axis=1)\n",
    "fp_div_Eudiv_int_intm = -np.mean(fp_Euvdiv_div_int_TL,axis=1)\n",
    "fp_div_Eurot_int_intm = -np.mean(fp_Euvrot_div_int_TL,axis=1)\n",
    "fp_div_Eujet_int_intm = -np.mean(fp_Euvjet_div_int_TL,axis=1)\n",
    "\n",
    "\n",
    "instell_intm = np.mean(instell_TL,axis=1)\n",
    "olr_intm = -np.mean(olr_TL,axis=1)\n",
    "\n",
    "plt.figure(figsize=(7,5))\n",
    "ax = plt.axes([0.13, 0.15, 0.77, 0.75*(4.5/5)])\n",
    "plt.title('Terrestrial', pad=30)\n",
    "\n",
    "\n",
    "# plt.plot(f_radlons_TLeven,(fp_div_Eu_int_intm)/1e3,label='Total',color='k',lw=2.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(fp_div_Eu_int_intm)/1e3,label='Total',color='k',lw=1.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(fp_div_Eudiv_int_intm)/1e3,label='Div.',color='b',lw=1.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(fp_div_Eurot_int_intm)/1e3,label='Eddy rot.',color='g',lw=1.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(fp_div_Eujet_int_intm)/1e3,label='Jet',color='r',lw=1.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(instell_intm+olr_intm)/1e3,label='$F_{S}-F_{OLR}$',color='orange',lw=2.5)\n",
    "plt.plot(180.*f_radlats_TLeven/np.pi,(instell_intm+olr_intm+fp_div_Eu_int_intm)/1e3,color='k',ls=':',label='Residual',lw=1.5)\n",
    "\n",
    "\n",
    "plt.xlabel('Tidally Locked Latitude')\n",
    "plt.ylabel('Heating (kWm$^{-2}$)')\n",
    "plt.legend(ncol=3,frameon=False, loc='upper left')\n",
    "plt.axhline(0,color='k')\n",
    "plt.xticks([-90,-45,0,45,90])\n",
    "plt.xlim([-90,90])\n",
    "plt.ylim(-0.85,1.05)\n",
    "\n",
    "ax2 = ax.twiny()\n",
    "plt.xticks([0,0.5,1],[\"Subs.\",\"Term.\",\"Anti.\"]);\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
