{ "cells": [ { "cell_type": "markdown", "id": "9469c098", "metadata": {}, "source": [ "This is part 1 of a tutorial series. We recommend following them in order, starting with [Part 0: Welcome to `musica`](0.%20Welcome%20to%20MUSICA.ipynb)." ] }, { "cell_type": "markdown", "id": "f660aebb", "metadata": {}, "source": [ "# `tuv-x`: Setting Input Conditions\n", "\n", "If you're brand new to TUV-x in MUSICA, start with the [tuv-x: Standard Configurations tutorial](8.%20tuv-x_standard_configurations.ipynb), then come back here.\n", "\n", "The standard conditions that come with the v5.4 and vTS1/TSMLT configurations are great for getting started and comparing rate constant algorithms. Often times however, you'll be interested in photolysis rate constants or dose rates for specific conditions. This tutorial describes how to start with one of the standard TUV-x configurations and modify the atmospheric conditions. We'll use the v5.4 configuration, but these steps could also be followed for the vTS1/TSMLT configuration.\n", "\n", "Let's load the dependencies and create a v5.4 TUV-x calculator" ] }, { "cell_type": "code", "execution_count": 1, "id": "d6ce623b", "metadata": {}, "outputs": [], "source": [ "from musica.tuvx import v54\n", "from musica.tuvx import TUVX\n", "import xarray as xr\n", "\n", "v54_calculator: TUVX = v54.get_tuvx_calculator()" ] }, { "cell_type": "markdown", "id": "8cd481f9", "metadata": {}, "source": [ "Before we get into changing conditions, we'll need to understand three important conceptual elements of `tuv-x`: grids, profiles, and radiators.\n", "\n", "## Grids\n", "\n", "Grids in `tuv-x` are dimensions along which properties can be defined. There are two grids: height and wavelength. Input and output data for `tuv-x` calculations are primarily on one or both of these grids, either at grid section mid-points or edges. Grid edge and midpoint values for the height and wavelength grids are included in the XArray output of the `TUVX::run()` function, but they can also be accessed via the `tuv-x` API:" ] }, { "cell_type": "code", "execution_count": 2, "id": "92d49ffd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Available grids in TUV-x v5.4:\n", " - height (km)\n", " - wavelength (nm)\n", "Height grid: 0.0 km to 120.0 km, 120 sections\n", "Wavelength grid: 120.0 nm to 735.0 nm, 156 sections\n" ] } ], "source": [ "# get the set of grids from TUV-x\n", "v54_grids = v54_calculator.get_grid_map()\n", "\n", "# list the available grids\n", "print(\"Available grids in TUV-x v5.4:\")\n", "for grid_name, units in v54_grids:\n", " print(f\" - {grid_name} ({units})\")\n", "\n", "# print the range and number of sections in the height and wavelength grids\n", "height_grid = v54_grids[\"height\", \"km\"]\n", "print(f\"Height grid: {height_grid.edges.min()} km to {height_grid.edges.max()} km, {len(height_grid)} sections\")\n", "wavelength_grid = v54_grids[\"wavelength\", \"nm\"]\n", "print(f\"Wavelength grid: {wavelength_grid.edges.min()} nm to {wavelength_grid.edges.max()} nm, {len(wavelength_grid)} sections\")" ] }, { "cell_type": "markdown", "id": "cd1f33d5", "metadata": {}, "source": [ "Note that grids returned from the `tuv-x` grid map are references to the internal `tuv-x` grid data. Any changes to the grids will impact `tuv-x` calculations. Although it is possible to change grid values after creation of the `tuv-x` calculator, it is not recommended and may result in unexpected behavior. We'll see in a future tutorial how to properly define grids prior to creating a `tuv-x` calculator instance.\n", "\n", "## Profiles\n", "\n", "Profiles in `tuv-x` are properties defined on a grid (either height or wavelength). We access them similarly to how grids are accessed:" ] }, { "cell_type": "code", "execution_count": 3, "id": "9a48269b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Available profiles in TUV-x v5.4:\n", " - air (molecule cm-3)\n", " - O3 (molecule cm-3)\n", " - O2 (molecule cm-3)\n", " - temperature (K)\n", " - surface albedo (none)\n", " - extraterrestrial flux (photon cm-2 s-1)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get the set of profiles from TUV-x\n", "v54_profiles = v54_calculator.get_profile_map()\n", "\n", "# list the available profiles\n", "print(\"Available profiles in TUV-x v5.4:\")\n", "for profile_name, units in v54_profiles:\n", " print(f\" - {profile_name} ({units})\")\n", "\n", "# plot the temperature profile\n", "import matplotlib.pyplot as plt\n", "temperature_profile = v54_profiles[\"temperature\", \"K\"]\n", "plt.figure(figsize=(8, 6))\n", "plt.plot(temperature_profile.midpoint_values, height_grid.midpoints)\n", "plt.xlabel(\"Temperature (K)\")\n", "plt.ylabel(\"Height (km)\")\n", "plt.title(\"Temperature Profile from TUV-x v5.4\")\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2c2e3519", "metadata": {}, "source": [ "The profile data are used for solving the radiation field in the column, and can also contribute to photolysis and dose rate calculations (primarily the temperature profile). Temperature, air, and chemical species concentrations are defined on the height grid. Surface albedo and extraterrestrial flux are defined on the wavelength grid." ] }, { "cell_type": "code", "execution_count": 4, "id": "6176ef14", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the Extraterrestrial flux profile\n", "extraterrestrial_flux_profile = v54_profiles[\"extraterrestrial flux\", \"photon cm-2 s-1\"]\n", "plt.figure(figsize=(8, 6))\n", "plt.plot(wavelength_grid.midpoints, extraterrestrial_flux_profile.midpoint_values)\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Extraterrestrial Flux (photons cm$^{-2}$ s$^{-1}$)\")\n", "plt.title(\"Extraterrestrial Flux Profile from TUV-x v5.4\")\n", "plt.yscale(\"log\")\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cc983b32", "metadata": {}, "source": [ "Unlike grid data, changing profile data after creation of a `tuv-x` calculator instance is supported. Later in this tutorial, we'll explore the effects of changing the $\\text{O}_3$ concentrations on the calculated photolysis rate constants.\n", "\n", "## Radiators\n", "\n", "The final conceptual element of `tuv-x` we'll look at are \"radiators\". These structures hold the optical properties for atmospheric constituents and are used during the ODE solve of the radiation field. Specifically, they include:\n", "- optical depth (wavelength x height)\n", "- single scattering albedo (wavelength x height)\n", "- asymmetry factor (wavelength x height)\n", "\n", "There is a special type of radiator that is for chemical species with associated profiles. These are defined in the `tuv-x` JSON/YAML configuration file and cannot be modified programmatically. In the v5.4 configuration, there are such radiators defined for air, $\\text{O}_3$, and $\\text{O}_2$. Any changes to the profiles of air, $\\text{O}_2$, or $\\text{O}_3$ will update their associated radiator's optical properties automatically. These radiators are not accessible via the `tuv-x` API.\n", "\n", "Additional radiators can be included via the `tuv-x` API, but you must define the optical properties directly. In the v5.4 configuration, an aerosol radiator is included with predefined optical depth, single scattering albedo, and asymmetry parameter. Later in this section, we'll modify these properties to see their effect on calculated photolysis rate constants.\n", "\n", "Radiators can be accessed similarly to grids and profiles:" ] }, { "cell_type": "code", "execution_count": 5, "id": "8bb15944", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Available radiators in TUV-x v5.4:\n", " - aerosol\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get the set of radiators from TUV-x\n", "v54_radiators = v54_calculator.get_radiator_map()\n", "\n", "# list the available radiators\n", "print(\"Available radiators in TUV-x v5.4:\")\n", "for radiator_name in v54_radiators:\n", " print(f\" - {radiator_name}\")\n", "\n", "# plot the aerosol optical depth by wavelength at 1, 10, and 50 km\n", "aerosols = v54_radiators[\"aerosol\"]\n", "plt.figure(figsize=(8, 6))\n", "for height in [1, 10, 50]:\n", " height_index = (abs(height_grid.midpoints - height)).argmin().item()\n", " plt.plot(wavelength_grid.midpoints, aerosols.optical_depths[:, height_index], label=f\"Height = {height} km\")\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Optical Depth\")\n", "plt.title(\"Optical Depth by Wavelength at Various Heights from TUV-x v5.4\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "95b1ba17", "metadata": {}, "source": [ "## Modifying Conditions\n", "\n", "Now that we're familiar with the TUV-x datasets, let's compare $\\text{O}_3$ photolysis rate constant calculations under different [$\\text{O}_3$] and aerosol conditions." ] }, { "cell_type": "code", "execution_count": 6, "id": "c33fa3c0", "metadata": {}, "outputs": [], "source": [ "# run the standard v5.4 configuration\n", "v54_results = v54_calculator.run(sza=0.0, earth_sun_distance=1.0)\n", "\n", "# double the [O3] in the column and run again\n", "o3_profile = v54_profiles[\"O3\", \"molecule cm-3\"]\n", "o3_profile.midpoint_values *= 2.0\n", "o3_profile.edge_values *= 2.0\n", "o3_profile.calculate_layer_densities(height_grid) # provide the height grid for layer thicknesses\n", "\n", "# rerun the calculation with modified O3 profile\n", "double_o3_results = v54_calculator.run(sza=0.0, earth_sun_distance=1.0)\n", "\n", "# double the aerosol optical depths and run again\n", "aerosols.optical_depths *= 2.0\n", "\n", "# rerun the calculation with modified aerosol optical depths\n", "double_o3_double_aerosol_results = v54_calculator.run(sza=0.0, earth_sun_distance=1.0)\n", "\n", "# return to the original O3 profile and run again\n", "o3_profile.midpoint_values /= 2.0\n", "o3_profile.edge_values /= 2.0\n", "o3_profile.calculate_layer_densities(height_grid) # provide the height grid for layer thicknesses\n", "\n", "# rerun the calculation with original O3 profile and doubled aerosol optical depths\n", "double_aerosol_results = v54_calculator.run(sza=0.0, earth_sun_distance=1.0)" ] }, { "cell_type": "markdown", "id": "b4c0aa47", "metadata": {}, "source": [ "Note how updating profile and radiator data directly affects the next call to the `tuv-x` calculator's `run()` function. This is because grids, profiles, and radiators accessed via the `tuv-x` maps are references to the internal data structures of the calculator. This setup is an artifact of the original implementation of TUV-x in code. As `tuv-x` is ported to a modern langauge, a more robust data ownership strategy will be applied. In the meantime, it's important to be aware of these \"hidden\" connections.\n", "\n", "Also note that when updating profile data for chemical constituents, a call to `calculate_layer_densities()` is required prior to calculating photolysis rate constants and/or dose rates. This is also a side-effect of the original TUV-x implementation, and will be removed in a future version of `tuv-x`." ] }, { "cell_type": "markdown", "id": "2bef64fc", "metadata": {}, "source": [ "## Plot the Results\n", "\n", "Now, let's extract and plot some relevant information from the results we collected for our various [$\\text{O}_3$] and aerosol scenarios." ] }, { "cell_type": "code", "execution_count": 7, "id": "61e7a74d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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SJuMhy6X9e1kHZOzktd54VpzDrcNHss7KeiQVS639QSqZ8jqSCrDWziUVdnk88j7i/TwLbXmO5PUvz69337HWLqWtX9oyercSyO3J1jW5j+bawKTC25b3eWlzkq1zjT8r5Hal2uz9nvDVV19xh7QOwHBLbSKbkWQzzOF6bzXSTyutDNKT2nh2AwkUh3vj1y5vLXzIpjZ5w5K9/WWzUVvIG6Js0pU+LNnkI3vwS3tDY43fVLVN6hLChLzByyYubSc5jXx4yptUWz4A5DoSthuTD2vt8pbIZkv5UJBAK+SD/KOPPlJ7WWtjJgFewrdsgpa2EHnTl14+737b5sgmMWlbGDRoEEaMGKE+jGQzYVvJjjUyxtKaISFc7q+52Rgk2EkgkxYVeS61TfGHWz7tA1CWUb5wyb/z/tFCimz6b4nW39eWACL3JV8OWnquZOwb93Eebv2RTcwSQKTNRp4bed7aM42UhBX5giebgeUDWfvCJpobv8MtT2tk8628TqRfUL6MSTuAdyDoKI2XUVtObRnleZA2JQmnjTV+biSsSXCQ6zZeP6SdovG6IZvqO2qHK5kBoK1fnNpKHo/0Hzd+LBJuRePHo60LGnmvk/GQNo3Gt6HN1tD4No5mnWmJfOGW9Um+vMvPW2+9pZ47KYDIZ4XQ1i3vqSY74vXflscjLTDSMyvvR/IlRW5PXqvNva6kYNOWmVTkfVy+6DdeHxq/z1988cWqbURaaOR1LS0y0jbCmReODHtuqU2kYiW9aPJmIv1arZFv5Pfff7+qFkkobkxe1PItWD7IW9pTX8KU9Fs190HmTZtuRz7s2/JGI/123v2/LZFv2s1pvANAV00cL8snVUP5AiHT8UhfllTWGs8k8dxzz6k3a6kGSPVRqgfSdyl9mS2Nl4yR9Ldp/0bCsfSFyZRe8sZ7OBKItQ9dqbJJMLzuuutUhVp7vmTHDelDk/uS5ZegLs+3BDyZFuhwtDd8ebwyrVBztP7U5qSnpzf0cEoPXEc73Poj6430scrzIH2E2jRS8nzJeVr1ryVSgZOeS/niIcsv15cxkUp5cx+GbV2fW7ovqXLJlxVZH+SLq/TqSnVU+lRb0tJro6V5r49mGRuTMZD7l6pYc7fbeHy9K3ZHS74IiMZffI+GPB75QtvSbCPyRbS1x6OtE9Jv2rjKrWm8vB35fLTUgyvrvPT6yueLfFF/8skn2/Rvj+T1f7jHI+uljLF8lsjnl7xHSF+yVLTlPbTx60o+uzpyCkV5zqRiLVsVZMuffJmR/mbZ6Vledy0tPzWP4ZbaTIKq7H3svVNVYxKIJADJDjBSJWyONM0vW7ZMbWprblov+UYv4UcC0uE+dLRv+d6b4DqDvDHLm51UVLRv4NpODlJR0HaeaO1DXq4jVefGZC9h7fLWSFVUwpCEI/kQlzFo7oNLwqb8yPMngUiqAxJUW/sg0ari8iOVKAmhUrFrS7htTKr9EoxkRxC5X62CLhVbCXXeX3Ak3DbW3PjJY5VKiHwgaUG6PSSUyYeFrM+H26lM7kvaVlp6ruQDzntO0/aQyrX8yNhIqJcdXGTHOhnnltYbqTTNmzdPVX2lSq450jaStnxRky8fsqOX/EhFTHYkk2VuLdxKZUxeC40d6WZtba/55h5n4+dG2hsktEgFs3HwO9akBUe0FCKPhDweeR0eyboutHYa+QJ5pLfRnI74ci/riTw+7UuBtqza6eYc7eu/OfJFd+fOnWqnXu+d+Y50lhiNvI///PPPTdrxmnufl/cSmcVBfv7xj3+o2W9kZz0JvB35vHUHbEugNpM3IAmj2lRejcm3TtmUIkFIvoW39K1Wel1lT22pOjXevCn9gxKo5IPJ+4O78TRKQr5Ry7Qv8g1dPnw7k9Zq0XgvZXlDEtre/kK+/Tf3IS+3IXvjStD37vOS6rjsHdzcHJje5HHLj1RWJSzK2Hv3Nks/pbSSeJOQK89La5u/G08nJVUuqeq0dZN5c+uNbIKXir623kiwlA9G7yqefKlp7ghZzY2f/Hu5TXnczX0INre+eJMwKtVkqYg0d4AS+eIiXxyk3UXuS/bQly9u2swP2hcZCaRSkW48jdHhSEBtXAHTKsjaOGt94M09dtH43x/tYVqbG2d5fhpvjpXXrmxmPdz6IM+7/Fvvlhbp2ddmEmkvedwSGGUdkc3HGmkzkC9J3uTLtVxfvgA0Hic53Xgd7yiyPsjrUebMloDSUaR6Lu8TjR+nkOes8eu8MXnOZGYPee9ubr+Jw71eWtLSe1tzNmzY0OxhzeXLjuxfoLWWSHCVzxB5b/d+noX2XB7t6785zb2u5G+Z1eVoyPu8vI6k9cKbbA2T90DtC6JUjBtr/J5AbcfKLbWLfIuUyoRUSrzntZU3KNnMLC9Wmaqq8bQpWhATMsWKbJKVACgVoMZHKJP+MHlD8T6Ag2yOk03l8oEhH6wSMuSNWsLg0b75HIlRo0apzWESROXNXfqyJKjKt37ZFH/KKac0XFd6eqWXVCqlEhLlg0Y2NUl7h/TJypubtAtItVT+vcx/KW/abdnkJRUG7UhGjavgsgOJ7NQn02tJ9Uo+AOW50z4YWiLPhXwQynLLMsk0YNpUUEdKvshI/5gEMKnkynMvXwRkM7q0V0g1UCr9Mj6N+3tlOaTyIdeX516qcTL1ltyOVDTkbwmqstzyASE7ksj1m/uw8CbhVdYpGXvZxC5bFKSKJB+osv5KZUW+MAh57rQ5KKV6KV8iZP2TDx3pIWwveZ6lHUM2yUoIlKqOtJhISNa+OEmVUh6TbJqU50+eC+lDlB/58Jf7lZ3RpF9UQnrjuZrbq7lxlsAh7SvympZ1Xr7oyHVWrVqlxq81MnayeVceo4yxtKfI60AeS1t2GmyOhFXZXCttEvI8yDotX07kvch7vZExledMpsqS9wp5TUrVTMZIwrXsLHW0RwCT14SMh0xjpx2hTNqDZJwav/8dLXn9yHy0so7KJnJ5ruS9T6qNshzyGA/XbiWvL1l/5QuuvF6kQipf0CQ0y5c4CZ/t1dJ7W3Pk9SP9vfI5IVsrZOykuCEhVl5H2hzOQqaBk2WVzwd5rmRdlMcom+vXr1+vrnO0r//GpA1B1htZL+T5lNeivA8fTY+xkJ3e5PNAPjvlMcj6Ia9X+bIs05VpO1HKvg5SIJL3RqnmynuivEfI6897p2Nqo3bOrkDdcCqwxrRpULynAtOmW2npp7npjGTamuuuu05N6WUymdw9evRw/+Y3v/GZGkvz4YcfqulhevbsqabykevKVDtr1qzpkOl7Dnc9bTxkmTUyvdkTTzyhpu6S5U9JSXE/+OCDPlPtiLy8PDXlj0xtI7fhPXWOTC0lU8LI9GgyxdGECROaTG3W3FRgmtzcXDU9z6BBg5pctnfvXjUFVP/+/dVtx8bGuk855RT3zz//3OpUYDJljSyHLFNISIg7PT1dTZ0kU3W1RlsHWpp6bOrUqWqKIm0qIZkGSKYgkunY5D7k8TU3TdT27dvVcy/LIpd5L6tMIyTTJsnYy3OQmJiopjx6/fXX3W1RV1fnfvPNN90nnXSSmj5IbkPG4+qrr24yTZhMtTZz5kx3eHi4OzQ0VI3l0qVL2/S60cZGfmu3JdO5ybovjz8+Pt591llnuVevXu3z7+T2x40bp6bJ8n4d7d+/X63/8hzJcl944YVqarLGr7X2rM/NjbNMnXTvvfeq6eFk/ZXpqOTvV155pU3jO3fuXDW9myy/TAP13//+t8WpwJqbbqzxuikWLlzYMCb9+vVTU3g1d5vi888/d5944olqueVH1jO5H5kSsD3TGnrT7kv7kddW79691fMn0+A1fv13xFRg2jSB8v4iU+vJY5f3QJnG6+9//3vDa1N7r/i///u/Zpdd3m+uuOIK9TqRdb1Xr15quT/77LN2r8OHe29r7v3o0UcfdU+aNEmt7/I+Lu/n8u+9p07UbN68uWEdlzGW9eeRRx7xuU5bXv8tvS81974q08rJFGjyGpfxlc8nbUo67+vJ8ynrU3Oae67luZOp1GT6RllOed+T58h7arN58+a5zznnHHUdeX7lt7xHNJ7+jdpGJ/9raxAmIv8im/mkJUNaOGRPaCIiou6OPbdEAUzaOKSfq61H2iIiIgp27LklCkDSTys7Ycge69JP2PhY5kRERN0V2xKIApDs8KVN6yXTWclORURERMRwS0RERERBhD23RERERBQ0GG6JiIiIKGhwh7L6oxHl5OSoSb474nCCRERERNSxZPZaOeiNHGimtQMdMdwCKtge6bHhiYiIiKjzZGdnq6O3tYThFlAVW22w2nuM+O5GDvcphw6cMWMGTCZTVy9O0OC4clwDCddXjmsg4foaPONaXl6uipFabmsJw61MGVHfiiDBluH28CtzaGioGieG247DcT02OK4c10DC9ZXjGkgcXZgHDtdCyh3KiIiIiChoMNwSERERUdBguCUiIiKioMGe23ZMF2a329HdSY+N0WhEbW0tnE5nVy9O0PDncZVeKoPB0NWLQURE1CYMt20goTYjI0MF3O5O5phLTExUM0twTuDuM67R0dFq+fxx2YiIiLwx3LYhdOTm5qrKlUw/0dqkwd2BBPzKykqEh4d3+7HoDuMq6391dTUKCgrU6aSkpK5eJCIiolYx3B5GXV2d+nCXo2HIlBfdndaeYbVa/SqEBTp/HteQkBD1WwJufHw8WxSIiMiv+denqB/S+h/NZnNXLwpRl9G+2ElvMBERkT9juG0j9hpSd8b1n4iIAgXDLREREREFDYZb6hT79u1T1b/169cH1G0TERFRYGG4DVKFhYX44x//iNTUVFgsFjWN08yZM7FkyZKG60ggnD17dpcup79499131Xh4/8jOXW0l4yrz1I4ePfqYLicRERG1jrMlBKkLLrhA7X3/3nvvoV+/fsjPz8e8efNQVFSEQCWP51ju2BcZGYkdO3a0u8+0tLQUV1xxBaZNm6bGmYiIiLoOK7dBSMLWr7/+imeffRannHIK+vTpgwkTJuDBBx/Eb37zG3WdtLQ09fu8885TIU47vWfPHpxzzjlISEhQc64ed9xx+Pnnn31uf+TIkXjmmWdwzTXXICIiQlWHX3/9dZ/rrFy5EmPGjFHVz/Hjx2PdunVNZqH4wx/+gL59+6qppgYPHowXX3zR5zpXXXUVzj33XDz11FNqKja5Tltuu7GHHnoIEydObHL+qFGj8Oc//7nhtIyDVLi1HxmDtrjxxhtx2WWXYfLkyW26PhEREQVpuF20aBHOPvtsFVwabyKXKYfuv/9+jBgxAmFhYeo6Uh3LycnxuY3i4mJcfvnlquomR1GSwCST4R/TSe3tdV3yI/fdFhJK5UfG02azNXudVatWqd/vvPOOOkiFdlrGbtasWarKK6Hx9NNPV89RVlaWz7//xz/+0RAsb7rpJtUCoVU95TbOOussDB06FGvWrMHjjz+Oe+65p8m8rr1798ann36KrVu34tFHH1Uh9H//+5/P9WQ55HZ/+uknfPvtt2267cZk/ZBALMFds2XLFmzcuFGFUo3ctnwRkIN1SMCX6xyOjN/evXvx2GOPHfa6REREFORtCVVVVap6JhXA888/3+cyOXDC2rVr8cgjj6jrlJSU4Pbbb1eVx9WrV/sEFwlnEn4kEF999dW4/vrr8eGHHx6TZa5xODH00R/RFbb+eSZCzYd/yqT3U3pIr7vuOrz22msYO3YsTj75ZFxyySWq6ip69uzpc1hVjYy1/Gj+8pe/4Msvv8TXX3+NW265peH8M844Q4VaIV9Cnn/+efzyyy+quipjL+H1rbfeUtXVYcOGYf/+/SoAa0wmE5544omG01LBXbZsmQq3F110UcP58sXmzTffbGhHkArx4W67MbmOPCZZLlmfxAcffKCquQMGDFCnZbnffvttNT5lZWX4+9//juOPP14FXAnhzdm1axceeOABVSWXMSciIqJuXrmVgPTkk0+qTeONRUVFqcAqQUeCx6RJk/DPf/5TVeu0KuK2bdvwww8/qPAjQeXEE0/Eyy+/jI8//rhJhbc79tzKGEgolerrggULVMiV0NsaqV5KJXTIkCEq+EoFWMa5ceVWC8nem/O1Q7TK9eVy7x2ymttk/69//Qvjxo1TQVvuR4Jr4/uRyr13n21bb7sx+RKkfeGRCvhHH32kzvO+DdkyIDuEyReBL774Qi3Xv//972ZvT9oqpOorAX3QoEGHvX8iIiLqHAFVbpKKmgQpCV1CKn3yt2we10yfPl0dvnTFihXNhmYhm+q9N9eXl5er31L5bXwEJjktYUiqhfJjMeiw+fHT0BXkvmUZ2kpCoezkJD8PP/ywquTK5nMJcRrtcWnuvvtu1WP7t7/9TVU1pR9WvmDIeMn1tNYIqVR6/zt5XiTweV/H+3Ltb+3+5AuIhGipkMoXF+ndlb+lfUC7rtyOHBnL+3bactvNufjii1WFWar+NTU1yM7OxoUXXtji9Q0Ggwq6Up1t7jqyLsptSVuGVtHWHruMjXzpOvXUU9FW2uPS1jV/oz02eT3I2AQK7fXMI6txXAMB11eOqz/RL3oW1V+9g9ylETCPHIde/35NnV9UZccZLy2BM/o7hEQvx4GNB3DdyOs6ZZna+l4eMOG2trZWhZNLL71U9deKvLw8dax7bxIsYmNj1WUtkZ2hvDeJa+bOndtwmFHv25OqpFQ0ZW/9rlRRe3T/XmZNkMehhXlpDfA+LWQTu7QvSCAWcnlGRoaqbHpfT8Ku92kJttp5snPaf/7zH1XJ1SqsUjnWWlHkOnJadnLzrp7u3LlT3Y73l426ujqf+2nLbTdH1pkTTjhBVa4l3E6dOlX9+5auL8shPbmnnXZai9fxnlZNSKuEjJ/ch/TutvTvWlNRUQF/JOu+jJv0yctzEmhkKxBxXAMF11eOqz8YemAzEmsq4Kw0ozg7GxvmzFHnl9uBkmojLBG1cLursW3XNszZ77nsWJOW1aAJtxJypHoolaNXX331qG9PZg246667Gk5LCJGdiGbMmNEQnL1DtVT5ZLN5e+Y97Uoy3ZdUKmW2AdmEL1VRqTJKy4bsKKU9RgmKUv2WarfMhRsTE6NaQObMmaPaGqQaKzt6ybhLFVj+nVZhlOt7j5VU87TzpIdaZjiQyqz0pMpBFl555ZWGHlq5jvTBfvLJJ+r+pd/2v//9r6qCyt/a7Ur4li8X3vfTlttuye9//3v1pUaC2nPPPedzXekt1npwZbYJqSLL8y69vNr1ZIe3AwcOqOnVhFScvf3444/qy1Hj89tCxlWCrTxX/nioW3kdSBV/ypQpAfM60N47JCjIlxRZn4jj6s+4vnJc/Yl+3gpUr5uv/o6OicaIWbPU3wcrbXhkzcKG6/Xt1xezxnguO9baWjQyBkqwzczMxPz5830CiXefp0aqSjKDgvdOUo1JCJOfxuTDr/EHoFTwJGxIq4P8BAIZIwlqMrWWzBAgYyjhXdoSJKBpj0MCnoR86Vnu1auXCoqyY5gESOlf7tGjh6qWS+jSxkDbZK6d9qadJ/f/zTffqCmypKdWZjaQackkMGvjKJfJEcWkEi//Tn7LDmrff/99w+1qB1Pwvp+23HZLZD267bbbVBCXHRi9ryuB9oYbblAVfwn5cttLly7F8OHDG64jl0ngbek+tFB6JOtJa+PqD2SZZNmae40EgkBdbn/HceW4BhKur+3k9Vmkvf8Lo9G3dc6gN3Ta+2tb70fnbuv8UseYDJzslS/zmjYOttL3KHvia3v4e+9cJOFGqpISRrTWAtmBSvagl+nD2vpNQHZgkz7K5iq3slleKoqBVLE6ViSEyXjJOPljCAtU/j6ugfo6kPcQ2RIh09sx3HJc/R3XV46rX5n7J1R8+jr2/xoH66iR6PvJJ+rswgobjnvqZ1gSvoY5dimuHXYtbh9/e6csUmt5zW8qt9LPuXv37obT8uEp1TzpmU1KSsJvf/tbNR2YzG8qFVStj1Yul83kske/BFltyit5Y5Cde6RntK3BloiIiIiCR5eGW6m4yhG0NFof7JVXXqkm55dprITste5NqriyQ5A2X6kEWtkBSipesnn6pZde6tTHQURERET+oUvDrQTU1roi2tIxIVXcY3XABiIiIiIKLP7X3EdEREREdIQYbomIiIgoaDDcEhEREVHQYLglIiIioqDBcEtEREREQYPhloiIiIiCBsMtddi0bnfccUer10lLS8MLL7zAESciIqJjhuE2SF111VXqkMba8aATEhJw2mmn4e2331aHeg1kcsS6k08+GREREQgNDcVxxx2Hd9991+c6RUVF6uh1cqQ6i8WClJQUdbAPOXQfERERBS+G2yAm4S43Nxf79u3D999/r44Gd/vtt+Oss85CXV0dAtHLL7+Mc845ByeccAJWrFiBjRs3qsMt33jjjbjnnnsaridHq5PryVHudu7cqcLvzz//rK5HREREwYvhNohJxTIxMRG9evXC2LFj8dBDD+Grr75SQde70pmVlaWCYHh4OCIjI3HRRRchPz/fpwp87rnn+tz2nXfe2XAIZI0EZqmORkVFoUePHnjkkUdaPcpcaWkprr32WvTs2VPd76mnnooNGza0eP3s7Gzcfffdqv3h6aefxtChQzFgwAB13v/93//hueeeU4FXxMTE4I9//CPGjx+PPn36qMMz33TTTfj111+PaCyJiIi6FacDbpeuydl2Z/3WX53/FskYbttLwpq9qmt+2nA44sORADlq1Ch88cUX6rS0KEiwLS4uxsKFC/HTTz9h7969uPjii9t92++99x6MRiNWrlyJF198Ef/4xz/w5ptvtnj9Cy+8EAUFBSpsr1mzRgVwCaGyLM357LPP4HA4fCq0mhtuuEGF848++qjZf5uTk6Mes7QzEBERUTPKc+Cc/zzK7piErL/9DweWxqiz3Xojvt+Ui6s/+Banvf0nhPZ9HuaYleoyk94Ef2Ps6gUIOI5q4Onkrrnvh3IAc9hR30x6erranC/mzZuHTZs2ISMjQ/Wlivfffx/Dhg3DqlWrVD9rW8m/f/7551Wf7+DBg9XtyunrrruuyXUXL16sQrCEW6kwi7///e+YPXu2CrHXX399k38j7QVSFU5KSmpymdlsRr9+/dR1vF166aWqWl1TU4Ozzz671bBNRETU7VQXw7X+U1R+9SHK12SiMtcKt1MqtlZ18cGEeLyapMf6pb+HwZoPQ5znn+lhxEBjf5zZ70z4G4bbbkhaBSSAim3btqlQqgVbIZv7o6Oj1WXtCbeTJk1quF0xefJk1SrgdDphMBh8rivtB5WVlYiLq3+V1JMQumfPHnQUCdePPfaYCr0PPvgg7rrrLrzyyisddvtEREQBx1YB9+avUfXN+yhbvhOV+81w1cnG/BB1cVVMGH7sF49fhlchP1m2phZDPsX1MGBk3HG4YPCZOCn5JCz+eTGSw7qo4NcKhtv2MoV6Kqhddd8dQEJr375923x92Tmrce+stAccDQm2UoFdsGBBk8skWDdn0KBBKCsrUy0GMguCN7vdrkKx7DTnTXqO5Ueq1bGxsTjppJNUL3Bz1V8iIqKgZa+Ce9scVH/3X5Qv3YiKLDOcdn1DhbY2woL5/Xpi3ggbsnsXA7psdb4n0E7ABemzcErKKYiyRHVIDjiWGG7bSyqTHdAa0FXmz5+v2gVkhzAxZMgQtaOW/GjV261bt6qdvaSCK2SHr82bNzepvMoUY960nbk0y5cvx8CBA5tUbYX01+bl5akeXZn/ti0uuOAC3H///aoaLD/eXnvtNVRVVak2hJZoU6DZbLY23R8REVFAc9TAvf1HVM95D+WLN6AiywinzdAQaO2hJizqF4tfhtuxO60cbl1eQ8uBFmhPTT0VkeZIBBKG2yAmIU4CpLQFyOwHP/zwA5555hk1FdgVV1yhrjN9+nSMGDECl19+uTrAgsx4ILMKyI5XMtOAthOazEYgvbgTJ05Uc+VK2B0zZozP/cmsC7LZX3buWrt2rZq2q3EI1cj9StuCzMLwt7/9TVVlpSL73Xff4bzzzmu4b2+pqanqujI7gtVqxe9//3sVsKWnVmaCkPNl+cScOXPUY5a2CtnRbMuWLbj33nvVFGJtDdNEREQBp84G946fUP39e6j4dS3K9xnqA61n/xa71YBlfWOwYLgd2/pVwaUvUufrYcaYHhNxweAzMDV1asAFWm8Mt0FMwqxsfpfqqEyNJbMkvPTSS7jyyitVq4GQHlkJh7feeiumTJmizpf5cSWYambOnKk25d93332ora1VQViCZeNqrgRm6ZmdMGGCqtbKnLrN7Rim3a8E0IcffhhXX301CgsLVfuALIMccKIlMg2Y7DgmO5/JjAwS3GXnt1dffVXdjiYkJARvvPGGqlBLyJeq9Pnnn48HHnigA0aWiIjIj9TZ4d49HzXfv4fyhStRsc+AuloJtGZ1sd1iwPJ+USrQbu1XA5e+VJ1v1IVgQvzxKtBO6T0FoR3U/tjVdO7WJiLtJuSoVbIXvvRzynyr3iTMyUwC0qMq1cLuTjbty3jJOGkBmYJ/XAP1dSA9YfIlatasWU3aaIjj6m+4vnJc212h3TkP1d+/j4pFq1GRqa8PtB52sx4r+0Vg4XA7Nvezw2nw7PBt1oViUuJJOH/wGTih1wmwGq0Bs762lte8sXJLREREFAgctXDv/AnVc/6D8sVrVaB1qkBragi0q/uGYuEIOzb2c8JpqFLnW/VROCX5ZBVoJyVNgskQ3F/2GW6JiIiI/HmnsB1zUf2dBNp1qMjSemg9AdVmkQptCH4dbsPmNDfqjLXq/HBDT0xLnYZzBs3EmPgxMOq7T+TrPo+UiIiIKBDYKuHa9j2qvv0AFcs3oVICrf1QD22tRY/lA6xYPMyGLWmA0+CZBSjOnIrT+56GswfOwNDYoT5zz3cnDLdEREREXa2mFK6NX6Pyu49RsXI7Kveb6g+s4Am01VY9lg80Y8kwO7am6uA02GXXKfQKGYSz+s/ArAGnoV9Uv65+FH6B4ZaIiIioK1QdhHPN56j87n+oWJOBylwT3E59w7Rd5WF6LBtowPIhTmxL1cGlr4MOJgyIGIVzBs3AzL7TkBiWyOeuEYZbIiIios5SnoO6Ff9DxZwvULF+P6ryzYBL1xBoiyP1WDxYjxXpbuzuBbh1bhgRWj8H7ek4OXVKQM9B2xkYbomIiIiOpYO7YF/0ASrmzkHFloOoOWiW1NoQaHNjDVia7sbydB0y41W3AUL0MTg1aQrOT5+pZjgwGzztCXR4DLdEREREHcnthjtnHWzz/oOKn+ejYmcVbKXa9FueQLsvwYBlg91Yka5DTpwEXR1iTb3x29RTcO7gmRjRYwT0Ov+b9zwQMNwSERERHS1nHdwZS1Dz439QsXApKvY44KjSYpZJdR5s763HisHAykE6FEVJoNWjT+gw3DRgOmb1n44+kX34PHQAhlvqEFOnTsXo0aPxwgsvtHidtLQ0dfhc+emO2jJGREQUYBw1cC15FaXvvoai9fA6SpgRdQZgfV9PoF07QIeKUB0MsGB4zATclj4Tp6aejGhrdBc/gODDcBukrrrqKrz33nvqb6PRiNjYWIwcORKXXnqpuswfD/HaHjfccAPefPNNfPzxx7jwwgu7enGIiKg7VmrX/Rflbz6LwlV1DVVal1mPtakRWDC8Bhv6O2Ez6xCqj8XkpCm4YPAMTEieAIvB05pAxwbDbRA7/fTT8c4778DpdCI/Px8//PADbr/9dnz22Wf4+uuvVegNRNXV1SrU3nfffXj77bePOtzK+MhE14Ee+ImIqJP6abd9g8q3Hkfh4nLYyqSX1gh7WAjeHtMXCyfug9PsOext/8ihuHfC7Tg++fhue0CFrsBP8yBmsViQmJiIXr16YezYsXjooYfw1Vdf4fvvv8e7777bcL2srCycc845CA8PR2RkJC666CIVhjVS6T333HN9bvvOO+9Um9m91dXV4ZZbbkFUVBR69OiBRx55BG63u8XlKy0txbXXXouePXuq+z311FOxYcOGwz6uTz/9FEOHDsUDDzyARYsWITs72+dym82Ge+65Rz3usLAwTJw4EQsWLGi4XB57dHS0CvhyOzJOMgYlJSW44oorEBMTg9DQUJxxxhnYtWtXw7/LzMzE2WefrS6X2x02bBjmzJnTcPnChQsxYcIEdXtJSUlq+WRMiIgoSBxYg5qnT0bm9Xdg/3c1Ktg6LSb897h0XH2dEfNP2gmn2Y7U8P546ZSX8OW5n+CEXicw2HaywCzddSEJazV1NV1y3yHGkKN+gUiAHDVqFL744gsVLF0uV0OwlXAmYezmm2/GxRdf7BMI20LaIP7whz9g5cqVWL16Na6//nqkpqbiuuuua/b6UnENCQlRYVsC8b///W9MmzYNO3fuVG0ULXnrrbfwu9/9Tv0bCaASViVIayRgb926VVV3k5OT8eWXX6oq9qZNmzBw4MCG6u+zzz6rWhvi4uIQHx+vWjYkzErolbB9//33Y9asWeq2TCaTGhe73a4CtYRbOV/GTRw4cEBdV74IvP/++9i+fbt63FarFY8//ni7xpGIiPzUx7/DgS+kBcECncmAzCmzcG9sJNwDPlEXJ4ak4u7jbsWMtBmc6aALMdy2kwTbiR9ORFdYcdkKhJpCj/p20tPTsXHjRvX3vHnzVOjLyMhASkqKOk/CmVQlV61aheOOO67Ntyv//vnnn1cBfPDgwep25XRz4Xbx4sUqBBcUFKhKp/j73/+O2bNnq7YJCcbNkfC5fPlyFc6FhNy77roLf/rTn9T9SgVWWjHktwRbIVVcacmQ859++ml1nsPhwCuvvKKCvna7EmqXLFmC448/Xp33wQcfqMckyyRBXG7zggsuwIgRI9Tl/fodOsyh3JZc95///KdaDhnjnJwcFZAfffRRtjwQEQUDWwVcdZ7P4dT3/4Mvcq2oXv85QgCM7DES753xHox6RquuxraEblp91irA27ZtU6FMC7ZCNtXLZnu5rD0mTZrkU1mePHmyCo3S09qYtB9UVlaqqqlUP7UfCdl79uxp8T6kx3bmzJmq7UFItbSsrAzz589XpyVQy/0NGjTI53alKu19u2azWe1gp5HHKj3I0sKgkWWTkK6Nw2233YYnn3wSJ5xwAh577LGGLwjav5fH6/345XryGPfv39+ucSQiIv9niIjwOR1mCmOw9RP8enEErQFSQe2q++4IEsT69u3b5uvLjlaNe2el8nk0JPRJX2pzrQ8SrJsjoVVaH/Ly8nx2hpPzJfRKS4PcrsFgwJo1a9Rvb1oLgZB2iPa2eEgbhwTr7777DnPnzsUzzzyD5557Drfeemu7boeIiIiOHYbbdpJA1BGtAV1FKpxS3ZQdwsSQIUPUDlnyo1VvpZdUdvaSCq6QHb42b97cpPIqfajeVqzwDf3SPiA9ro1DppAd3LSQKvPftoXsvFVRUYF169b53KYs29VXX62WecyYMSrsSrvDSSed1OZxkXGQfmN5DFpbQlFREXbs2NEwDkLG6MYbb1Q/Dz74IN544w0VbuXff/755z5VcWlxiIiIQO/evdu8HERERHR02JYQxGTWAAmQsrPT2rVrVb+p7Dx21llnqVkBxPTp01UP6eWXX66uI32wctnJJ5+M8ePHN+yEJjuISS+utBlIxbJx2BXSkyr9rxIIP/roI7z88stq6rHmyP3KZnyZhUGqoPv27cPSpUvx8MMPq/tqaUeyM888U/XJDh8+vOFHZneQaq/0yEo7gjwWeQzSlyttDvKYZJml4toSCeEyNtIfLP3AEt6ln1dmXJDzhRx84scff1S3KWP1yy+/qFArbrrpJvUFQYKu7Ewms1JI64KMB6cYIyIi6jwMt0FMdqKSTf9SGZXZAiSMvfTSSyp4aZVPqTLKaZneasqUKSp0yo5Sn3zi2fNTyKZ4mY1A5pWVnlTZ9P/73/++yf1JoKypqVHTYcnMAhJsW9oxTO5XKrFyn1J1lVB6ySWXqOm2EhISmlxfpiaTcCo7dDUm4fG8885T4VfIjmOyLHfffbfqmZUALTvHycwNrZF/N27cOBX+JXhLFVaWUatQS0VYHpcEWhlPWWbZkUxICJbrSpCW8C2VXZk5QnZ0IyIios6jc7c2EWk3UV5erqaVkh2TZAoob7W1tapSJz2qMq1TdydTh8l4yTixItl9xjVQXwfSGy5fOmTHw8ZtNMRx9TdcXwNgXJ/ujZ2fhMJpM6Dft9/guZ0OvC2zJfT6BJOTJuP1Ga+ju3B0wftra3nNm/99ihIRERERHSGGWyIiIiIKGgy3RERERBQ0GG6JiIiIKGgw3BIRERFR0GC4JSIiIqKgwXBLRERE1CbdfvbUgMBwS0RERERBg+GWiIiIiIIGwy11iKlTp+KOO+5o9TpyGOAXXniBI+6HrrrqKnWYYiIiokDHcBvEYUWn06kfOSxeQkICTjvtNLz99tvqUK+B7Ntvv8XJJ5+MiIgIhIaG4rjjjsO7777rc52ioiKcfvrpSE5OhsViQUpKCm655RZ16L7Dee6551QQDwkJweDBg/H66+07nOIzzzwDg8GA//u//2v3YyMiIqKjw3AbxCTc5ebmYt++ffj+++9xyimn4Pbbb8dZZ52Furo6BKKXX34Z55xzDk444QSsWLECGzduxCWXXIIbb7wR99xzT8P19Hq9ut7XX3+NnTt3qvD7888/q+u1ZtGiRep27r77bmzbtg1vvfUWevbs2a5llC8Q9913n/p9tNxud8A+V0RERF2B4TaIScUyMTERvXr1wtixY/HQQw/hq6++UkHXu9KZlZWlgmB4eDgiIyNx0UUXIT8/v9VN1nfeeadqRfAmIUyqo1FRUejRowceeeQRFc5aUlpaimuvvVaFR7nfU089FRs2bGjx+tnZ2Sp0SvvD008/jaFDh2LAgAHqPKmSSsVVAq+IiYnBH//4R4wfPx59+vTBtGnTcNNNN+HXX39tdcwkFEvV9Q9/+IOq3p544ok477zz0FYLFy5ETU0N/vznP6sq8dKlS30ul6q5VHb79u2rKsOjRo3CZ5991nD5ggULVLVdnqNx48ap53Dx4sWw2Wy47bbbEB8fD6vVqpZr1apVDf+upKQEl19+uRpLud2BAwfinXfeabh806ZNanzlsri4OFx//fWorKxs8+MiIiIKFAy37SRhzVVd3SU/rQXFtpKAI4Hqiy++aAhbEmyLi4tVMPvpp5+wd+9eXHzxxe2+7ffeew9GoxErV67Eiy++iH/84x948803W7z+hRdeiIKCAhXk1qxZowK4hFBZluZICHQ4HD4VWs0NN9ygwvlHH33U7L/NyclRj1naGVozevRo9WVAgvCRtG9IpffSSy9VrSDyW057k2D7/vvv47XXXsOWLVvUl4Tf/e53auy9PfDAA/jrX/+qqscjR45UleDPP/9cjfHatWtVqJ85c2bDWMkXia1bt6qxlH/z6quvqi8YoqqqSl1XAr8E4k8//VRVseWLCBERUbAxdvUCBBp3TQ12jB3XJfc9eO0a6EJDj/p20tPT1eZ8MW/ePFXVy8jIUH2pQsLXsGHDVBCSfta2kn///PPPq8qj9KrK7crp6667rsl1pRopIVjCrVQnxd///nfMnj1bhVipLDYm7QVSFU5KSmpymdlsRr9+/dR1vEnAlGq1VFPPPvvsVsO2hFmpUEv4l6ryZZddpsZCbluMGDECV155ZbPhWkilVpZ92bJl6rSE1pNOOkkFfQneUn2VirMEy8mTJ6vryDLLWEhfrwRSjVR+pUdaC6dymVTbzzjjDHXeG2+8ob6ISHi+9957VfV9zJgxqlItpOqs+fDDD1FbW6seS1hYmDrvn//8pxqPZ599VvVjExERBQtWbrshqQBLABVS5ZNQqgVbIZv7o6Oj1WXtMWnSpIbbFRLgdu3aBafT2eS60n4gm8VlE7kEP+1HQvaePXvQUSRcS6VTAq7c7l133dXidX/44QcsWbJEhchPPvlE7ZQmAVDCpYTD3bt3q7DaEqka9+/fX4VjrQosLRFyW0L+fXV1tQqt3o9ZQqdUy71pIVXIckvFWvqMNVIZnjBhQsNzJC0YH3/8sbpPqfJ6t0PIdWSZtGAr5LYkzO/YsaOdI0pEROTfWLltJ53sQb92TZfdd0eQsCM9n20lfaiNWyIkbB0NCbZSgZUe08YkWDdn0KBBKCsrUy0GMguCN7vdrkKg7DTnTXqO5Ueq1bGxsSqcyib85qq/Us1OTU1V1xNSRZ4xY4ZqlZCKrlRZJ06c2OJjkiqqtBpIa4ZGAqTsWCY9vFqP63fffadaH7xJWPXmHUTbQiq6mZmZmDNnjqroyjLffPPNqhpORETUnTDctpOaXqsDWgO6yvz581W7gPR6iiFDhqgdteRHq95K76ZslpcKrpCdlDZv3tyk8to4kGk7c2mWL1+udmySHbQak/7avLw8FQS9N6G35oILLsD999+vdhyTH2/SwyoVVmlDaInWQyvtAc2RwCmV4/3796N3794qYEpYlMD84IMPNvQpN0fGdPXq1Sqsa+FYSE+s7Hi3fft2NZ7SgiEtBI17f2XZWpqmTKrB0hohVWWpBGtfLqRtxHtuYXmepG1CfiTES7uChFt5jqUaLeOjhWa5LfnSIu0jRETUDjwCr99juA1iEuIkQEpbgMx+IJvdZYcmmQrsiiuuUNeZPn266iWVPe3lAAsy44HsTCXhS9s0LjuhyWwEsvlcKpdSiZSwKz2e3iS0yWZ/2blLWgFk2q7GIVQj9yttC1IR/dvf/qaqslKRlaqmzE7gvVleI1VVua7MjiAzBvz+979XAVtaDmQmCDlfq6xKKJXHLD3DsulfKqoS9mRzfEthWsLzE088gTPPPLNhrlsJrBJQJRTK7AOy852EwuaqttImMGXKlCaXyTLI5TKG0q8rXywkzMqMB1KJlqApy9jSrAxy39J2IMsvwVkbB2lxkIqwePTRR9XsCtIrLc+7zAUsoVbIc/vYY4+p0Pv444+jsLAQt956qxo/9tsSEVGwYbgNYhJmZfO7VEdlT3npu3zppZdUyNECmlSiJRxK2JFgJufL/LgSTDWyp71sypdeTuk9lbAkwahxNVcCs+y4JSFPqrUyp25zO4Zp9ysB9OGHH8bVV1+tApe0D8gytBa4pFIp7QFSkZQdtSS4S6CTHa7kdjQy5ZXsdCVBUsKeVKXPP/98NQtBS+SAENKrKkFZWya57b/85S8qbEtwlvuXMWzcEvHf//5XVZVbCs0SlmVnMrktqbDKlwzps5UWDKlit7ZcQmZOkEAs415RUaGW58cff1TPq5DKrlSXZU5jeexSuZUeXO1xyXXl+ZCgLadlmWQ2CyIioqDj7kILFy50n3XWWe6kpCQp8ru//PJLn8tdLpf7kUcecScmJrqtVqt72rRp7p07d/pcp6ioyH3ZZZe5IyIi3FFRUe5rrrnGXVFR0a7lKCsrU/cvvxurqalxb926Vf0mt9vpdLpLSkrUb+o+4xqorwO73e6ePXu2+k0cV3/H9TUAxvWpZPeOEQPdWwenu2t37XI/9d1Wd/+n/uIe/u5w93U/XufuTuxd8P7aWl7z1qWzJUgPoFQT//WvfzV7uWx6lSqZ9FNKP6dsnpUqolQPNVJFlE3OshONbIqVI0y1VC0kIiIiouDWpW0Jsoe3Nm9nY7J3vvSA/ulPf1J9jkJ6PmWTtezFLodclb3+ZdO77Fij9WjK5vRZs2apzdaN96gnIiIiouDmtz23ste67AwlOx5pZAJ/6XuUSfIl3Mpv6Vn03vlIri99o1LpbWkHHenB9N5jXttLXfZAbzzFlZxWRyVzuY7oiFXBRpsSTBsT6h7jKsskyyavh+Zmv/BX2uv5aKeuI45rZ+D66v/javSaKkF2wPaex117j+wuHF3w/trW+/LbcCvBVjTeuUhOa5fJ7/j4eJ/LZecp2aNcu05zZGce2Su+sblz56qdbRrfnuzoJHOUyo5D5CE7NVH3GVdZ92VnQWn7kTf0QCNtS8RxDRRcX/13XM+sOxRm5f0wo+bQnOmFBwvVjtLdzU+d+P4qswQFdLg9lmSvcu8jVUnlVvamlwn7IyMjfa4rFV6Z4kr6fWUv9O5OvplKAIuIiPA5GhkF97hKsJX1X6aI0w6XHAjkW7688cpR4RrPy0wcV3/D9dX/x9Ww5dCWqyknn4zVOx1YtGmDOt2zR0/MOnUWugtHF7y/tjQffMCEW6mWCpmr1PtoUnJaDjGqXaegoMDn30lVSeYl1f59c+TDubkPaHlymnuCJGzI7TY3v2l3o20ylzHheHSfcZWdOGXZJOAGUlvC4V7bxHH1R1xf/XlcdT5bdg2GQ21k8h7ZHd9nTJ34/trW+/HbcCuHh5WAOm/evIYwK4ldemllQnshBwGQI2mtWbNGTWCvHYFLgkJrh0ltD1l5pVVB5jyVQfXH4NGZZGxlE7WEne4+Ft1hXKWiLJuB5Euk9LcHYrAlIjpWGh+anvxDl4Zb6WPdvXu3z05k69evbzgKk0yY/+STT6pDuErYlQMJyAwIclQrIUdgkgMOXHfddWq6MCmR33LLLWpns46aKUG+iUnlWJYtMzMT3Z28kLVN1P64+TxQ+fu4SrBtbWsIEVF354/v3d1Vl4ZbObTpKaec0nBa64OVI2i9++676ohYMheuzFsrFVo5XKlM/SWHXtV88MEHKtBOmzZNVbzkyEuNjyB1tOToTxKwuUOZp8dGmujlSGLdcfNLdxxXWR5WbImIKFB0abidOnVqqyV9+Rb05z//Wf20RKq8H374IY41Cc7eobq7kpAj/ccyFv4WwgIZx5WIiKhj+E9zHxEREZE/Y49tQGC4JSIiIqKgwXBLREREREGD4ZaIiIiozTgrgr9juCUiIiKioMFwS0RERERBg+GWiIiIiIIGwy0RERHREc8MxkPw+huGWyIiIqL24uF2/RbDLREREREFDYZbIiIiojZxswkhADDcEhERER0lHee/9RsMt0REREQUNBhuiYiIiChoMNwSERERHSkdpwLzNwy3RERERO2m45j5KYZbIiIiIgoaDLdEREREbT0kmVcXAhsS/BPDLREREdHRYpeC32C4JSIiIqKgwXBLREREREGD4ZaIiIioTdxNWnDJ/zDcEhERER1ljy0Pv+s/GG6JiIiIKGgw3BIRERG1RaM+BLdqU2Bvgr9huCUiIiJqJ52Oc3/5K4ZbIiIiIgoaDLdEREREFDQYbomIiIjapNHhd9lu65cYbomIiIjaq1HPLacC8x8Mt0RERETtxR3K/BbDLREREVFbNNuHwN4Ef8NwS0RERHS0bQms5PoNhlsiIiKiNmGVNhAw3BIREREdJe5Q5j8YbomIiIjawu054O6hk27wOGX+h+GWiIiIqL3z3HIqML/FcEtERETUbqzZ+iuGWyIiIqIjmApMndJxJzN/w3BLRERE1E5NZv5iIddvMNwSERERtYnbJ8U2e0wH6nIMt0RERETtxR3K/BbDLREREVFbeVVrPRODsXzrbxhuiYiIiA6ncQ+CTudzFg/i4D8YbomIiIjayN1SW0KTPcyoqzDcEhERER2OVqb1OoiD50+2JfgbhlsiIiKiw2ocYtmW4K8YbomIiIja3XOrzmw4iAPbEvwHwy0RERHRYfmGW4ZZ/8VwS0RERNTenlsexMFvMdwSERERHY7bVf9H/awIen193q1vS+Dxd/0Gwy0RERHRYbl9227VbAmHDuLANgX/wXBLREREdDg8iEPAYLglIiIiOix3k9nAvOe5ZVuC/2C4JSIiImpn5VbX0HOrncEh9BcMt0RERETtrdxqh9vV5rlluvUbDLdEREREh+P27D7WdIcy8jcMt0RERERtmQrMp3LrOxWYXsdI5S/4TBARERG1aZ7bQ421Or0ObpVuGW79jV+HW6fTiUceeQR9+/ZFSEgI+vfvj7/85S/1K5OH/P3oo48iKSlJXWf69OnYtWtXly43ERERBaFGPbcuN/cj80d+HW6fffZZvPrqq/jnP/+Jbdu2qdN/+9vf8PLLLzdcR06/9NJLeO2117BixQqEhYVh5syZqK2t7dJlJyIioiDidvl22MpsCfKbO5T5HSP82NKlS3HOOefgzDPPVKfT0tLw0UcfYeXKlQ1V2xdeeAF/+tOf1PXE+++/j4SEBMyePRuXXHJJly4/ERERBWfPrRyRzHtLMntu/Ydfh9vjjz8er7/+Onbu3IlBgwZhw4YNWLx4Mf7xj3+oyzMyMpCXl6daETRRUVGYOHEili1b1mK4tdls6kdTXl6ufjscDvVDLdPGh+PUsTiuxwbHleMaSLi++vm42m0+m7sdTiecTtehQzm43d3qs9HRBXmgrffl1+H2gQceUMEzPT0dBoNB9eA+9dRTuPzyy9XlEmyFVGq9yWntsuY888wzeOKJJ5qcP3fuXISGhnb44whGP/30U1cvQlDiuHJcAwnXV45rd1pfrfZiTHMf2qHs+x9+QG6usaEtITs7G3OK5qC7+akT80B1dXXgh9v//e9/+OCDD/Dhhx9i2LBhWL9+Pe644w4kJyfjyiuvPOLbffDBB3HXXXc1nJYAnZKSghkzZiAyMrKDlj44ybcmWZFPO+00mEymrl6coMFx5bgGEq6vHNduub6W7QfWHDp5xpln4ruPN2BrgSfcpqWmYdaEWeguHF2QB7Qt7QEdbu+9915VvdXaC0aMGIHMzExVeZVwm5iYqM7Pz89XsyVo5PTo0aNbvF2LxaJ+GpMnh4GtbThWxwbHleMaSLi+cly71fpq0MOhtdjq9TCbzfVTg3nONOgN3TJDmDoxO7X1fvx6tgQpP+v1voso7Qkul/S4QE0RJgF33rx5PqleZk2YPHlypy8vERERBSm389AOZfXZxO31f9nBjPyDX1duzz77bNVjm5qaqtoS1q1bp3Ymu+aaaxpWJGlTePLJJzFw4EAVdmVeXGlbOPfcc7t68YmIiChYyMwI9T23uvpw61IT3fIgDv7Gr8OtzGcrYfWmm25CQUGBCq033HCDOmiD5r777kNVVRWuv/56lJaW4sQTT8QPP/wAq9XapctOREREQcTlrD/c7qHKrcvrCGUGnaELF44CJtxGRESoeWzlpyVSvf3zn/+sfoiIiIiOdVtCQ+VWnWZbgr/x655bIiIiIr+r3BoMDZVbnc6zH5CekcpvMNwSERERHY6r7lDPrVe41Sq3jXeAp67DZ4KIiIjocNxNK7dO1ZfAyq2/YbglIiIiOhyZhrRxz63kWs6W4HcYbomIiIgOx1UHt3b4XZOx6WwJes6W4C8YbomIiIjaEm49HQjQGTzh1inhljuU+R2GWyIiIqK27FDmqt+hzFhfuVU9tzyIg79huCUiIiJqU1uC50+d0dCkcsu2BP/BcEtERER0OE4H3PWVWxhN6led0w1d/WwJPEKZ/2C4JSIiIjocl4Rb+LQlqKnAtMotD7/rNxhuiYiIiA7H6WhyEAfVlqBVbjlbgt9guCUiIiJqU1uC50+d2dykcmvUeaq51PUYbomIiIgOx2mH21lfuTUd6rmFzqn+ZuXWfzDcEhEREbUl3LoahVuXCzqtcqtn5dZfMNwSERERHY7T7jncrgq3xkOVW86W4HcYbomIiIgOp852qHJrtqjfDqeroS3BpPdUc6nrMdwSERERtafntn6Hsjq1Q5kn3LItwX8w3BIRERG1qXIL33ArB3Fgz63fYbglIiIiaku41Sq3FjPcbjfsqi2hTp3HtgT/wXBLREREdDh1tQ3hVm+xeloSBHtu/Q7DLREREdHh1Nng0nYos1jqZ0oAdFq4NXCHMn/BcEtERER0OHU1cNfVV26tFtjrtAZcT1sCj1DmPxhuiYiIiA7HXg2X1nMbEgKb0+nTlmAxeqYHo67HcEtERER0OI4quBoqtyGwOTyVW1195das98ygQF2v3ceKy8jIwK+//orMzExUV1ejZ8+eGDNmDCZPngyr1XpslpKIiIioK9mrD7UlhIZ4ZkrwCrcWAyu3ARduP/jgA7z44otYvXo1EhISkJycjJCQEBQXF2PPnj0q2F5++eW4//770adPn2O71ERERESdyVYOp8OzwVsfHo4au7QjuAC9J9xajSzwBVS4lcqs2WzGVVddhc8//xwpKSk+l9tsNixbtgwff/wxxo8fj1deeQUXXnjhsVpmIiIios5VWw6Xw1O5NUREoNbhbNiZTLByG2Dh9q9//StmzpzZ4uUWiwVTp05VP0899RT27dvXkctIRERE5AeV20j1pz4iAjUOJ3R6e8PFrNwGWLhtLdg2FhcXp36IiIiIgkKdHW6ZLcERpU7qwyNQfdAJ1IdbqdrqddxHP2B3KNMUFBSoH5erfp63eiNHjuyI5SIiIiLyDzUlnpYEd31bQkw0anIKGyq3ocbQLl5AOqpwu2bNGlx55ZXYtm2bOq6y0Ol06m/57dTmfSMiIiIKBjUlcNo8lVldaCj0ZjOq7HWArj7cmhhuAzrcXnPNNRg0aBDeeustNWuCBFoiIiKioFVTDKfdE24NUZ7WhGqb9Nza1N8hxpAuXTw6ynC7d+9eNWPCgAED2vtPiYiIiAJP1UHU1VdujTEx6neFrQ46gyfchpvCu3TxyFe7u5+nTZuGDRs2tPefEREREQWmqkI4a+srt/U7zVfW1gH1ldswc1iXLh4dZeX2zTffVD23mzdvxvDhw2EymXwu/81vftPemyQiIiLy88qtQf1pjI1VvyttDuj0tepvVm4DPNzKwRqWLFmC77//vsll3KGMiIiIgk5lHupq6iu3PTyV2/IaaUtguA2KtoRbb70Vv/vd75Cbm6umAfP+4UwJREREFHTKDqCu2lO5NSUmqd+lNXbo9NXq7yiLZyczCtBwW1RUhDvvvFPNlEBEREQU9MoPwKGF26RE9bu02gGdoUb9zXAb4OH2/PPPxy+//HJsloaIiIjIn8ic/qXZcFTV99xqlVsVbusrt2ZWbgO651bmuH3wwQexePFijBgxoskOZbfddltHLh8RERFR186UUFEOp80zI4I5rQ9cLjeKqmwwxVaq83qE9OAzFOizJYSHh2PhwoXqp/EOZQy3REREFDQKd8BW7olLxoQEGMLDUVxlh8PphtlYrs5nuA3wcJuRkXFsloSIiIjI3xzcAXt9uLX076d+F1bI/LYu6I2eym1ciGcGBQrQnluZ37Yls2fPPtrlISIiIvIfRXtgr/CEW3NamvpdUm0H9HZA51KnY6yeo5ZRgIbbmTNnNlu9lUPyXn755R21XERERERdrzgD9kpPuDWlpqrf1fY66OqPTmbUGWHWm7t0Eekow+21116L6dOnIy8vr+G8Tz75BFdccQXefffd9t4cERERkf8qkXDrmSnB3BBunZ7KLYAQY4ja54gCuOf2iSeeQHFxsQq4ixYtwg8//KAC73/+8x9ccMEFx2YpiYiIiLpCRS7qaqzqT31YuPpd53RDB09LgsPlQJmtjHPdBnLlVrz88ssYNWoUJk2ahOuuuw4fffQRgy0REREFn7STEBbvaUEo/fwz9fuEAT0QqkuEszYBtc5avLzu5S5eSGp3uP3666+b/MjBHGpra3HppZeqcrx2PhEREVHQmHwLYtOr1J/l382BIy8PPSMsuGN6Omz5v1Hnf7rjU2wr2tbFC0rtaks499xzW7zs7bffVj9CQq7T6WzLTRIRERH5v9RJCBkxEqHr9qG60ILi//wHCffeiyuPT8Mnq0Yhu2wUTFEb8PSKp/H+Ge+z/zZQKrcul6tNPwy2REREFFRkZ7FJNyF2sKd6W/blbLgdDpgMejz+m2GwFcyC22XG+sL1mJs5t6uXlo6055aIiIio20g/C+H9LDBYnXAWF6Py118bem9PGTAQ9qIp6vQLa16A3emZRYH8PNx+/PHHbb7B7OxsLFmy5GiWiYiIiMh/mKzQjbwAUX1q1MmyL79suOjBM9JRVzwFLkcE9lfux0fbP+rCBaU2h9tXX30VQ4YMwd/+9jds29a0YbqsrAxz5szBZZddhrFjx6KoqIijS0RERMFj1GWI6lut/qz4ZQGcFRXq74EJEbh4fH/YC2eo069vfB2Vds9hecmPw+3ChQvx7LPP4qeffsLw4cMRGRmJgQMHYsSIEejduzfi4uJwzTXXIDU1VR2e9ze/8ew9SERERBQUeo+HNTUB5ggHUFeHKq+t1HdMHwR91XFw2nqi3F6O/277b5cuanfX5oM4SGCVn4MHD2Lx4sXIzMxETU0NevTogTFjxqgfvZ4tvERERBSkO5YNPA3hyV+geIcJlQsWIvL009VFCZFWXDYxDf/ZNB0hvT7C+1vex2VDLkOkObKrl7pbavcRyiTMtjY1GBEREVFQGjgT4ckfonhHOCoXLYLb5YKuvrD3x6n98dHKUXDWzkcF8vGfrf/BzaNv7uol7pZYaiUiIiJqi75TEBpfB53BpWZNsO/LbLgoPsKKyyf2hf3gNHX6w20fotrh6dGlzsVwS0RERNQWlnDoeg6ENbpOnazdutXn4mtO7At31Qi47HGq93b27tkc1y7AcEtERETUVkmjYI11NBtue0WH4MwRvWAvPlGdfn/r+3C6eOTWzub34fbAgQP43e9+p2ZkCAkJUTM0rF69uuFyt9uNRx99FElJSery6dOnY9euXV26zERERBSkkkbCGu0Jt7bt25tcfN1J/eAoHQd3XSgOVB7Agv0LumAhu7d2h9s///nPqK5u2kMiMyfIZR2ppKQEJ5xwAkwmE77//nts3boVzz33HGJiYhquI3PvvvTSS3jttdewYsUKhIWFYebMmaitre3QZSEiIiJCRBKMoZ5qbF1xcZMBGdE7CqN7x8NRNl6d/nLXoQM+kJ+G2yeeeAKVlU0nJ5bAK5d1JJlbNyUlBe+88w4mTJiAvn37YsaMGejfv39D1faFF17An/70J5xzzjkYOXIk3n//feTk5GD2bPa5EBERUQcLjYXB4lJ/OktKmr3KReNT4Cj1hNtfD/yKguoCPg3+PBWYBEqdzPXWyIYNGxAbG4uO9PXXX6sq7IUXXqgOJNGrVy/cdNNNuO6669TlGRkZyMvLU60ImqioKEycOBHLli3DJZdc0uzt2mw29aMpLy9Xvx0Oh/qhlmnjw3HqWBzXY4PjynENJFxfA2RcTZEwmOvDbWkp7HZ7k1x0+tAe+PO3iair7gNjaCZm75yNq4ddjWDi6II80Nb7anO4lVYAefLkZ9CgQT5PpNPpVNXcG2+8ER1p79696tC/d911Fx566CGsWrUKt912G8xmM6688koVbEVCQoLPv5PT2mXNeeaZZ5qtMs+dOxehoaEd+hiClRytjjiugYLrK8c1kHB99e9xjajJxkl6t/rbZbfj+zlzPAd4aGRYlB4by8apcPv55s+RkOmbVYLFT52YB5priz2qcCub/6VqK4fZlWAoFVKNhM20tDRMnjwZHcnlcmH8+PF4+umn1Wk5Cpoc3lf6ayXcHqkHH3xQBWbvyq20P0jLgxxamFr/1iQr8mmnnaZ6oaljcFyPDY4rxzWQcH0NjHHVZS5B3XJPV6chOhqzzjyz+StuysMdn1cBiTrkOHMwbuo4JIQGT8B1dEEe0La0d1i41cKk9L0ef/zxnfJAZAaEoUOH+pw3ZMgQfP755+rvxMRE9Ts/P19dVyOnR48e3eLtWiwW9dOYPCYGtrbhWB0bHFeOayDh+spx7Zbrq70cdrsn3Bqjolq8zVOGJsLwWSScNSkwhGZhad5SXDT4IgQbUydmp7beT7t7bk8++WRVUd25cycKCgrU396mTJmCjiIzJezYscPnPLnfPn36NARtCbjz5s1rCLOS6mXWhD/+8Y8dthxERERESmU+6mrrK7deW7Ebi7SaMLFfLFaVDFXhVnYsC8Zw64/aHW6XL1+Oyy67DJmZmapNwZv04Ur/bUe58847VZVY2hIuuugirFy5Eq+//rr60e7vjjvuwJNPPomBAweqsPvII48gOTkZ5557boctBxEREZGStRzVB83qT+sw363LjU1Ii8OyA30h24o3FW5qcad86uJwKzuNSR/sd999p1oBjuWTdNxxx+HLL79UPbIyh66EV+n9vfzyyxuuc99996GqqgrXX389SktLceKJJ+KHH36A1Wo9ZstFRERE3ZAU9TKXoLrQE25Dx3um+2rJyN5RcNUmAW49imqLkF+dj8QwT0sl+VG4laN/ffbZZxgwYAA6w1lnnaV+WiLhWoJvRx9AgoiIiMhH8V44i/JgK/EE1JDDhNvhvaIAtxlOWwIM1lxsPriZ4dYfD+Igc8ju3r372CwNERERkb9a/wHK9smUoTpYBg6EKT6+1av3jLCgR7jZU70FsK98XyctaPfWpsrtxo0bG/6+9dZbcffdd6t5ZEeMGNFkzzU5ShgRERFRULFXw73qHRTvDFMnYy67tE3/rGeEFeV1nmlGD9YcPKaLSO0ItzITgWz+996BTOa71WiXdfQOZURERER+YdP/ULmnCo7KOOgjIxF1zjlt+mdSvd1dGKH+LqwuPMYLSW0Ot3KYWyIiIqJuyV4F98LncHCzJ6RGX/hb6Nt4RNMeYWa4cz3/TnYqIz8Jt9q8skRERETdzi9Po3hlEWpLoqCPiEDcVVe1/d96TSql8z5B/jNbwtdff93s+dKSINNvySwKMmUXERERUcA7sAb2n/+Nwk1x6mTC/ffB2LNnm/+5vc4F6Dwtm0Z9u2MXHYF2j7IcHKFx/23jvluZa3b27NmIiYk5kmUiIiIi6nq15XB/cTNyl0fC7dQjdOJERF1wQbtuwuE8FG5N+s45TG131+6pwH766Sd1cAX5XVZWpn7kb5ki7Ntvv8WiRYtQVFSEe+6559gsMREREdGx5qiF+8NLkfNNHqoLLdBZrUh64vF2H7wqr6wWemOF+jvS4pk1gfyscnv77berw9/KYXE106ZNUy0JcpSwLVu2qKOIec+mQERERBQwnA64P70KeZ9vQnlWGGA0oPfLL8Ocltaum6lzurA9rwL6hBx1Oj0m/RgtMB1V5XbPnj2IjGz6zUPO27t3r/p74MCBOHiQc7kRERFRgHE54Z59Mwo/XYzSPWHSd4lef/87wk86sd03taewCrY6F4whuer04NjBx2CB6ajD7bhx43DvvfeisPDQXG3y93333afaFbRD9KakpLT3pomIiIi6TtVBuN4+Fzn//hFF2zzTdyU+8TgiTz/9iG5uZUYRdMZy6Eyegh/DrZ+2Jbz11ls455xz0Lt374YAm52djX79+uGrr75SpysrK/GnP/2p45eWiIiI6FjIXgXbG1dg/w8O2MtDAYMeCQ8/jJiLLjqim5Od7D9elQ1T1Bp1enTP0Yi1xnbwQlOHhNvBgwdj69atmDt3Lnbu3Nlw3mmnnQa9Xt8wowIRERGR35PZn1a+jvI3nkDu8gi46kwwxsWg10svI3TcuCO+2Y37y7AlpxThA1aq0xcOvrADF5pac0QTrkmIPf3009UPERERUUAqyUTd5/eg8IsVKN0bpc4KHT8OvV54AcYePY7qpt9flglD+E7oTCWIMEdgRp8ZHbTQ1CHh9qWXXlIzIciMCPJ3a2677ba23CQRERFR13DUwL3oeZS8+xoK14fA5QhTZ8ddey163nE7dMajO9jCqn3F+GJ9BkL7fqNOnz/gfFiN1g5ZdDq8Nj17zz//PC6//HIVbuXvlsjcbwy3RERE5LctCNu+QdU7DyF/US1sZZ5QaxmQhsQnnjyqNgRNrcOJ+z/fCFPcz9CbixAfEo8bRt3QAQtPHRpuMzIymv2biIiIKCDkb4b9i4dR+O1WlGeFyPHCYAgPQc+77kX0xRdBZzB0yN38c/5u7CvfibC+v6rTD096WLUlUOc54rq73W5XQbd///4wHmX5noiIiOhY0GUvx/hVz6LglQOeUOsOUXPXRl94AXreeReMMTEddl8/bM7Fq7+uRUifDwCdS/XZnpp6aofdPrVNu1NpdXU1br31Vrz33nvqtMyYINOAyXm9evXCAw880N6bJCIiIurY9oOdP6L647+iaGEmKnOk3zVUXRQ2YSziH3gY1qFDO3TEl+45iNs+WQZLyjvQm4vRO7w3Hpr4UIfeBx2jgzg8+OCD2LBhAxYsWKB6cDXTp0/HJ5980t6bIyIiIuoYzjq4N3yCyvuPw74/3ITMj/Lrgy0QPvV4pH3+GVLf/6DDg+2m/WW47v1lMCS9C4M1F3HWOLx+2uuIC4nr0PuhY1S5nT17tgqxkyZNUjuQaYYNG6YOzUtERETUadxuuPevhn3e+yif+zPKd8tBGEyymxhg0CFy1kxsSB+O0664AiaTnN+x5m7Jw/1fLYQr4SMYwzIQZgrHa6e9hpRIHqk1YMKtHGo3Pj6+yflVVVU+YZeIiIjomHC54M5eCdu8/6Di5/legVaYoLcYEX3RhYi99gYgNhaOOXM6fBFySmvwyFcb8Gv+FzAn/Qyj3gGzwYKXT30J6bHpHX5/dAzD7fjx4/Hdd9+pHluhBdo333wTkydPbu/NEREREbUt0GYth+3n91H+80JU7KmDvUKLMSboDDqEjUlHxHmXIuK0mTBERqpLHA5Hh45undOFd5fuwz8WzQV6fA5LQp46f0zPcXj8+EfRL7ofn81AC7dPP/00zjjjDHUI3rq6Orz44ovq76VLl2LhwoXHZimJiIio+6kth2v3YtTM/wxVS5aifI8TjkotuhihM+oQNnYoIs+7FOHTZ8AQceym3HK73Vi+txiPfbcEma6vYeq1EjqdGxGmKNw34R6c0/8cbsEO1HB74oknYv369fjrX/+KESNGYO7cuRg7diyWLVumThMREREdkcpCOLfNR82iH1C9bgOq95WhptgEuGQrsa4+0OoRftwwRJx3GcJPPQ2GcM+BGI6V4io7Pl2dif9s/AFFukUwRO6AWedWl/2m/zm4Z/zdiLF23HRidPSOaIJamdv2jTfe6IC7JyIiom47XVdpFuo2/oTqX+eiesM2VGfXwFYq0UTbh8es/m+MtCB01DBEnHMxwk+ZBn3YsQ20LpdUaYvwzsp1WJz3HfSRq6CPLG8ITSN7jMUd427BcYnHHdPloGMcbsvLy9t0vcj6HhciIiIin57Zwu1wrP4e1UsXonrzLtTkePfNCs9OYaYeoQgdmY7QE6cj9MRpMKWkdMom/8IKGz5ZvQ8fbPoepYZfYQjbBWOcp0obYojEuQPOwSVDfot+UeyrDYpwGx0d3eqKJb0ocrnT6eyoZSMiIqJAVZ6Duu2LUbtyAWo3b0bN3jzUFgJ1NYYmMcSSHIXQMSMQetIMhBx/MkzNzMp0rJRW2/Hjlhx8umURtpQuhj5iE/RRlQ0BaXjsOFw5/BJ1pDGzwVNJpiAJt7/88otPkJ01a5aaIUGOSkZERETdWNVBOHctRe2K+ajduBE1e3NQW+CEo8o7ZtSHWj0QktYToWPHIGTqLIQeNwmGqKhOXdyiShu+33IAn25ZgJ0VS6AP3wK9sQrG+tbZMEM0Lhh0Hi5O/y1SI1M7ddmoE8PtySef7HPaYDCoAznIoXeJiIiom6gphWvv8vogux41u/ejNt/RqL3As/OXMPcIgXVAKqyjxyNk8nRYR46CPiSk0xdbWg5+3J6Jz7f+gt1VS2CM2AqdoQbGaM/lFn04TkyeigsGz8KkpEkwGTr+gA/kxzuUERERUTdQVQRnxkrYVv+K2s3rUbs7C7W5tbCVGwG3rkmcMEVbYB2QAuuo0QiZeCqso8c1zDfb2WQr876iany3eTc+2r0NRZmfwxi+DTpTLUz1gdaqj8TJvU7FBemzMD5xPEx6BtpgwHBLRETU3TkdcBfsgGPjYtRuXAnbjl2ozS6E7WDj1gLhCYDGCBOs/XshZOQoWCdOhXXMBBhjY9GVKm11WLyrAN9sX4WV+ctQqd8CQ0gWdD1c9UsNhBpicGrvaTg/fRbGxo+FQe/dA0zo7uGWh9slIiIKwP7YPSthW7sYtVs3wbY3G7W5lbCVGuB26pttLTBGmmBJTUDI8OGeIDt2MkwJnbfTV2tTdm3NLcf323bi54xfkVW7DvrQXap/FuGHQk6oqwdO63cqzk8/E6PjR0Ov836c1G3D7fnnn+9zura2FjfeeCPCGs0198UXX3Tc0hEREdGRV2Pzt8G+cTFsG1ahducu2LIPeqqx1c1XY+WIX5bESFj6p8I6bCQsY0+EZdgoGGP85yAFByttWLAjF9/sWIYNRcthN2+DwZqrpsQ11k9mYEQIhkSPxekDTsaU5MnYsGgDZh0/CyYT2w66gzaH26hGezL+7ne/OxbLQ0RERO1hq4DrwBbYN62Afccm2DIyYD9QCFthNezlrVRjo8ywpsbDMmgQrKMnwDLmBJjT0qAz+k/HovTNZhyswpK92ViQuQrbijehxLXb02qgtwORDXMwIMEyACennIAz+k/FqPhRDf2zDocDG7ChSx8Hda42r8HvvPPOsV0SIiIiavkACGX74dy9BrbNa2DfvR32rP2w5ZbCXiJ9sRLxdC1XY5MiYemXCuvwUaoaax0+utOn32qLKlsd1mUVYd6eTViVtw5ZVdtQZ9oHg6XQc4WQQ8HFqo/C6LiJOHPgVJzU+3jEhcR15aKTH/Gfr2dERETdnMFlg3v/eth2rIZt20bY9+6FfX8+bAVVsJfr4XI07hU9VInVW/WwJETCnJIEy4BBMA8dDfPwCTD36QOdwf92mmpSlS3ZjFLnLuit2dAZbJ6HFn6oMhthSMKg6OGYkjIeJ6SMw8CYgeydpWYx3BIREXV2L2xRBup2b4B91ybY9+6CPTML9txipBfXYU+lodE0W14f1zrPdFuW5FiY0/rAPGgoLMOPg3nISBhiYvx2R28JsnnltdhwoABLMjdhXf62plVZ66Ega4AVySGDMDZ+NE7pexzGJYxGtLV+/i6iw2C4JSIiOhYHOsjZDvv2tXDs3QF75j44cvJhLyyHo9QBu7QRuJoLovVVWJMO5oRwmHsnwtJ/AMzpo2AecRzMfftDb7H49fMlrQVbc0uwPGsn1udvxZ7yPSiy74PLmAu9udhzpRaqsiemjMNJKeMxIHoAp+iiI8ZwS0RE1F4up+qBrduzAY6d0j6wG479+2HPK4KjSFoIAKfN0PpHrx4wR5thio+GOTUFxgGDsakGmHT51bD26uW3VVhNndOl2grW7M/Cqpwt2F68E7k1GajFAegt+dDp6w49XKN6uIoZ0UgM6YvR8cNxat8JrMpSh2O4JSIiao6tEq68nXDsWAf7nm1wZGbAnpMHR34p7KV2OCr1jWYi0BwKtQarHqa4UJgT42Dq3RvmfgNhGjQS5oEjYExK8umFlb36y+fMgTEhwe+CrRy6duOBAizL3orNhTuQVbkbZc5swJzrmVNWE3Lo0evdZsSYUtEnYgBGxA/G5JThGBaXzvYCOuYYbomIqHty1KreV8fuDXDs3gZH1l7YD+TCUVAMR3EVHOVu1NUcpvoqPbBRJph6RsKclABTnzSY+6fDlD4G5n6DuuzQs0fC6XIjp7QGG3IOYG3uTuwo2oP9lZkoqdsPpyEfOlMxdDq358qWQ5VY6Q8O0yciObQvhsQNxoReQzE2cRh6RfTiDl/UJRhuiYgoONXZ4C7KhENaB1TldS8cBw7Ake8Jr/Zypye8Ntl5SxyqyEr/qykuBOaEWJh691J9r6aBw2EePBqmXr2hC7ADA9TYndhdWIY1BzKwMX8n9pRmIK8mE5WuHMBU6FuJlYdmOjQaJkSgp6Uv+kcNwNikoZjYaxgGxPRHiDGkqx4OURMMt0REFLizDhRnom7PRjj2bIW9Ibx6+l4dZXVwtBheD02hpTMAphgLTD0iYUqMh6l3qqd9YMBImAYM8etZCFqbneBgpR1b8wqxOmcnthbuQlZFJg7asmHT5UFvPnioJ7ZxJVadjEOcuTf6RKYhPW4AJvRKR3qPAegR0qMrHg5RuzDcEhGRf6qzw12chbq9m+DIOFR5tecdhKOoEo7yOs/BC5oNrzgUXvUyfZbZE16TJLymwJQ2UPW9mvqlw9CzZ8CFV+8q7N6icmzIycTmgj3YXZKBnOoslDkOwGUqgN5UeujKet+eWJ3biHBDMhJDUtAvuh9Gxg/EuOTB6BuVhlBTaFc9JKKjxnBLRERdw1EDV8FeT+V17w44sjPgyMmBo6DE0/PaauXVd9YBU5QZ5h4RMCX2VDtumdIGwTRgmPoxSnjVN7fjV2CottdhT0E5NuTtw5bCvdhbug951ftR5siDXV+gptfS6ZwtthIY3RGIMfVCr/A+GBzbH2OTBmNEwkAkhyVzui0KSgy3RER0bNSWw5W/G45dUnmV8LoPjtw8T3gtqYajQnbYkgjWlvBqgikuAqaEHp5ZB/oMhGmghNfhMMbH++URuNqj0laH7TnF+LWoGIt//AyZFfvrA2wu6vSF0KkA6zr0D+qn12p41G4jQvXx6GFJRlpkGob2HIDxyekqzPLgB9TdMNwSEVH7ud1AdTGc+Xvg2L0Jjn274MjOgiMvH47CUjhKauCobG2u10OVVJ3Rc9QtU1zkocpr6gBP5bX/UE94DeDKq6ai1oE9hWVYl7MXWw/uwb6yLE+ArcuD01AInakEOoMLKEKz88Pq3CYVYOMsyUgJT8WguL4YmdAfQ3v2Q0JoAquwRPUYbomIqOXwun9rfeV1Fxz75RCxEl7LMLykFnsf0cPlaCl0Hgq1erMOphgrTD2iPDtspaTClCbhdThMfdNhiI0N2J5Xby6XGwUVNmzLz8Om/AzsKt6H7Ir9KKzNQYUzH079QehMpYem02qmhQAuE8INCehh6YWUiFQMik3DqMQBGNKzH+JD4zm1FlEbMNwSEXVHbjfcVQfh2r8Njl2bYd+3s77yWqDCq6PUBkelrpXweujjwxCihykmBKae0TAlJdaH18EwyQ5baQMCaq7Xw6l1OLGvqAIbc7OwtXAvMsqykVt1AMX2XNS4C6AzFUFnqPH9R40CrM5tQbg+AT2syUiN6KMqsKMS+2NAVApW/bIKZ555JkwBNr0YkT9huCUiCvrwugn2hraBtoZXr6Nshephig2FKT4W5uRE6HulYnulHaPPuxSh/QZBHxo8e9ZrU2jtLDiIjfl7sbNoHzLLs1X1tbwuH3W6g9CZS3x34NI1nUrL6I5EhDEB8dZkpESkYGBsH4xM7IfBcX3VdFrNVarlCGXBUMEm6moMt0REgaqmxNM2sHMD7Hul8poJR24BHAfL4SixwVF1JOE1CabUNJj6DfFUXlPSmoRXCWFFc+bAMngY9AFYYbTVOZFVXIVNednYVpiBvSVZOCDVV1suqt35cBuLoTdW+v6jRv2vcBsQouuJaHMikkJ7o290Cob0kB7YfugTlcKptIi6EMMtEZE/H2HrYAYcu9bDsXsL7Pv2wHEgF3Z1hK0aOCoAp93QtvAaFwZzfAxMKrz29YTXASNUkNWHBNfRpaT6Wlhpw86CImyS6qv0vpbvR0GNp/rqkOqrHEpW71V9FRZPEVarnRrcYZ7+V2syekf0xsCYPhgR3w/pPdKQEMYduIj8FcMtEVFXtg5U5MG5bxMcOzfBniHV12zY8wrhOFjpmee1uqV5Xg2+Pa9SeU2IhblXslfldSRMKX2CLrxqBy/ILCrHxvwsVX1t6H215aneV0/11eswss1WX/Ww6OIQbUpEQmgy0qJSkR6XptoH+kanItIcPL3CRN0Jwy0R0bFkq4Ard6eqvtp3b4Mjax8cOXmwF5TBUVILe6Ue7rrWd9pqODxsfDTMssNWnzSY+6fDNHi0OtKWITws6J7DQzMP5GNTwV7sLs5CdkU2CmtyUeHMQ52+yDN1lvfcr61VXy1J6BXRGwNi+mBYfF8M7ZmGxLBEGPX8GCQKNnxVExF1RPU1Y6On93XPTthlx63cg7AfrIK93A1nreGwb8HGCANMPSJgTuwBU0oKzHKErUEj1YEKAv0IWy0pV/O+lmJz/j5sP7gPmWX7kVdzACX2fNS6C+tnHqj1/UeNp85yGxGi66Gqr4lhvZAWlaLaBqT3Vf4ON4d3wSMjoq7EcEtEdDhOR33v61o4dm6GPXMvHNkHYM8vgV31vurharb6qved6zU2BOaEGJikdaBPP5gHDoVp0GhP64DFEnTPg73OheySKmzOy8ZW2XGrNBs5VQdQVJuLKlchXIaD0BkrfOd9bWnmAam+hiQhpb76OiJBZh7oo+Z+NegD++hkRNSxGG6JiIStEq7c7bBvWwvHnq2w76tvHygsh73EAUdVS72v3tVXI8w9I2BKjoc5tU9D64B5wBDoo6KCbponaR3IL6/FjoL8+oMWZKkdtwprc1FelweHrr51QF/n+w/Nnl/e876G6nsiRs080Atp0b3VzAMjEtKQGsmZB4iofRhuiah7HXEra5MKsPbd22HPkvaBQtjVzltu1B2mfUCnr+99TYiGuVcSzGn9VduAefAYmNL6BmX1VR0y9mApNuVlYsfBfdhX7tlxq6jmAB5691XPrAOND1rQ7I5bsYg0JiAhpBdSI3tjUFwfDE/oiwExqYi1BscRyojIPwRUuP3rX/+KBx98ELfffjteeOEFdV5tbS3uvvtufPzxx7DZbJg5cyZeeeUVJCQkdPXiElGXBNgiODM2wL59HWp3bcXwLVtR8M5jcBRVw17W0tRZXu0DFh3McaEwJcbB3Ls3TP0GwjxoJMyDR8GYmAidwRB0rQP7S6qwpWA/thbsw56SLE/rgC0Xlc4CuAxF0BnLfVsHZLjCfFsHDO4IRBjiEWdNQu/w3ugXk4phPWXHrT5ICk/ijltE1GkCJtyuWrUK//73vzFy5Eif8++880589913+PTTTxEVFYVbbrkF559/PpYsWdJly0pEx3gHrsoCODM3wbFtnZqBQCqwdrUDVzUc5To47b79r3b1/0Oh1BhugKlnBMxJ8TD36QNT/3SYZeaBAUNgiI4OqirioTlfC+tbBzKRpVoHclDuyIddzfnaTOtAk0PGmhGqi0eMOUFNm6UrdWHG2JMwOnkA+rB1gIj8SECE28rKSlx++eV444038OSTTzacX1ZWhrfeegsffvghTj31VHXeO++8gyFDhmD58uWYNGlSFy41ER3dDAT5DRVYx54dsGdmwZ5XpAKsvbylI281DbBVYVb0HDUa1sHDYR46Hua+A6APC66psyptdcg4WIZNefuw7WCmOlystA6U2vNQLbMOGIuhM1Y3HSqDd+uADmbEIcqUgPiQJKTKQQvi0jAioa86dKx364AcoWzOnDmYlT4DpgA8QhkRBbeACLc333wzzjzzTEyfPt0n3K5Zs0a9ycr5mvT0dKSmpmLZsmUthltpX5AfTXl5ufottyU/1DJtfDhOHavbjmttOdwHNsO+dTXqdm2r34mrsD7A6g8fYGX6rJ6RMPVKgKlPX5gGDINpiPS/9leHjJXx/Omnn9D3tNMaQpgck8oZYOOsdtyqsGF7QR42F+zD7pIs7K/cj4O1Oah0FcCpl+pr2WFnHTC4wxGmj0ecJRHJ4b3QXx0ytk/DnK8mfctBta7uUGW3266vxxjHleMaSBxd8D7Q1vvy+3ArvbRr165VbQmN5eXlwWw2Izo62ud86beVy1ryzDPP4Iknnmhy/ty5cxHa6Bjq1DwJDNTxgnFc9S4HQmtyEZm3F6EFWbAUFsBQVAaU1KKuHKirMbT61qQP0wPRVtTFRsHWMx418b1QmdAPth7xcJvrd7v3ti/b8xNg42p3AgdrnciylSPHUYLCumKUuotRrSuGw1Bcv+NWbauzDsBlhMkVi1B3DKJ1sehhjEGSMRq9LbHoaYyBRee1w5tk1YOA82AFNm3fBPmvvQJhXAMRx5XjGkh+6sT3gerqRlugAjHcZmdnq53HZOCsVmuH3a7slHbXXXf5VG5TUlIwY8YMREbycIut0Sphp3lVwujoBfy4ul1wl+fAJfPAbl8H+55dcGTtV/PAOoodsFcemkZLvnc7Gh8+NlTvmUKrdwJMaf1gGjzyUAX2KF77/jSu0vtaVGXHzoIidcStncVZ2F+RjYJaOeJWPur0Wu+rS1Vc1U893zlfo9Scrz2tMudripptYKTMOhCbih7WHp3SL+xP4xpMOK4c10Di6IL3AW1Le0CHW2k7KCgowNixYxvOczqdWLRoEf75z3/ixx9/hN1uR2lpqU/1Nj8/H4mJiS3ersViUT+NyZPDN+q24Vh103GtLYdr/ybYNq2AfccW1UZgzzkIW2E17BUtHUa2fhotI2DuEQpzr54wp6XBMnAozMPGwzxoGAxRUUExrnVOFw6U1GBj3n5sLtiN3cWZOFC1H8X2XFS7CuA2FkFvrGrDEbcOzfnaN9rTNiBH3EqNSkGIMQT+wu/X1wDFceW4BhJTJ74PtPV+/DrcTps2DZs2+W4qu/rqq1Vf7f3336+qrfJA582bhwsuuEBdvmPHDmRlZWHy5MldtNREQbAzV3kunLtXw7ZlNew7tsGWuR/2vFLYiutQV93c20b9eTqZB9YMc2IsLKm9YR4wGOahY2EeMgbGhISgOISsw+lCVnEVNuZlYXP+Xuwu2YccFWBzUOvOh85cBJ3eMz9DA7OnBVbn1fuqjrhlTUZv2XGr/ohbctjYhLAE6GVCXSIiOiJ+HW4jIiIwfPhwn/PCwsIQFxfXcP4f/vAH1WIQGxurWgpuvfVWFWw5UwJRGw4pW7gbjq0rYNsqrQS7YcvOhT2/ErYyHVyNptPyfsswhOhhToyCJSUJ5v4DYR480lOF7ZMGXXN9sAHGVudEZlEVNubuw+aCvdhTKhXYbJTac2HTFUBnkgDraHnnLbcOFl0PRJuSkBiajLSo1PojbvVFv+g+CDeHd9EjIyIKfn4dbtvi+eefh16vV5Vb74M4EFHjVoKVsG/fCHvGPtgOyIwENtgrDHC7GvdoHuqFVVXYpFhY+qbBPGgoLCMnwJw+EsaYmIAf3lqHExkHy7E+dx+2FmZgT+k+5EqAdeTBrgJsse/cr5Jcrb5H3bKq9oEkJIf1Rv/oPhge3x+jEvqjd2RvmA2BH/KJiAJRwIXbBQsW+JyWHc3+9a9/qR8idPcQm7URto1LYNu6Eba9EmKLYS+qg6OVVgKdATD3DIMlJR7mfv1hGTIa5hETVEX2aHbm8gfSA1tQ7cbXm7dj08EM7C7ZiwOV2ShxHFABVm8uhk4nk4O1NPerASG6eMSak9ArXHbekkPG9sfI+P5IjkhudeosIiLqGgEXbom6PVslXNmeEGtXITYDtv1FsEmIrZJ0pmu9lSC1F8wDB8MybCzMw4+DqVevgO6FVUfgqrBhc14+1uXuwo6ivciqyMRB237USA+sqRC6jfYmAbahPu02qiNvxVmS0Ss8VR2wYER8fwyP78fDxhIRBSCGWyJ/Za+C68Am2DcshW3LBtj27q0PsQ44KlsJsaEGWHrFwNI3FZb04bCMmgTz0NEB30pQXuvAroISrM3ZjS0Fe5BRnomCmmxUOHPhNhVCb6z0/QeNemClhSDO3Au9I1IxKLYvxiQOxtCefdXBCwz65ubaJSKiQMRwS9TV6uxw525Gys4fUbn1Szj2SCW2EPYi3/lhm6vEWpIlxKbAnD5ChVjL8DEBHWKljUB25Fqbk4UNeTuwq2QvcqulDzYHToP0wZb4HoWr0SwEMgdstCkZyWGpGBDdF8N6pKF0Ry5+d+ZlCLXyAC1ERN0Bwy1RZ3G7gcp81O1cBtvapajdthW2jP2w5VXBVmZEiEuHvOZCrFUPc3I0LGkpsKQPqw+xY2GMiwvY567SVoed+SVYuX8nNhfuRkZZBgpqs1HtzoHOVACdwe47DMZDVVi924oIQzISQnojLSoNw3v2w5ikQRgQ07fJLAQyyficPXNgMrA3loiou2C4JToWHLWeloL1v8K2aQ1qd0tLQTFqi9xw1jbeBO4JXjoTYEmOhrVfCiyDh9aH2HEw9Oico04di17Y/HIbNuXmYU3Odmw7uBvZlftQbD8Ahz4POrUzl6uFNgK92pGrpzUFqRF9MCSuP8YkD8SQHv0RZ40LyPEgIqLOwXBLdLQHPCjNRt22pbCtW4ba7XLAg1zY8mtgKzc2aik4tNOWOc4KS59EWAYPhnX0JBhGTMBPGzZg1llnBdwRn+x1LuwrqsCa/fuwIX+nmpEgpzoT5c4DcJsKfHthJdeH+FZhIw3JSArtgwEx/TAqcRDGJQ1Gn8hUVluJiOiIMNwStZXLBXfRbjjWL0DtmiWo3b4TtZlFqC0CnPbmq7F6qx5W2bmrf19Yho+GdfwU1VqgDw1tsvkcjY7G548hdk9hBVZm78H6vG3YVboHeTX7UIMc6MwFvgc1aNQLa0IMYk29kRqRhsFx/TE+aTCGxw9EfGg8q7BERNShGG6JmuNywl2wA/Z1v6B27XJPkM2WtgI9XA7vabPqQ61O5ooNhTUtCZb0obCMmQzrqIkwJiUFXHiTw8tmFFZi5f69WJu7DbtLdyO3OhPV7gPQWSTEevXD+hzUwIAwfSLirSnoG9UXw3sOwPhe6RgU2x9hprAuejRERNTdMNwSOevgzt8K+5r5qF23ErU7dqE2uxS1xXq46vTNHvTAkhwF66B+sI4aD+uEU2AZMhR6iyXgZibYV1SF1fv3Yk3uduws3o3cmn2och2Azpzvu1OXT4g1IkKfhKTQNAyKHYCxiekYl5yOlMgUHtSAiIi6HMMtdb/WgsIdsK/+ETWrpUd2D2r3S5A1wO1sJsgadbD2ioZ1cH9YR0/wBNnBg6ELoL5Y2bFrf0kNVmfvx4oDm7CjeCdyqveh0rW/PsTaWtypK1zv6YcdGDMAY5OG4LjkIUiNTIVRz7cOIiLyT/yEouBWUwLnzsWoXTIX1evXo2ZPHmoL9XDa9c3MVqCDtXcMrIMHwjp2IqwTT4Gl/wDojMaAmmJrS04xlmZtxYb8bcgo341iRyZcphzoTRUthlhpJ0gMSasPsekYnzQEadF9WIklIqKAEzif2kRt6ZPN2wL7qh9Rs3IparbtRs2BGjWHrNc0/+r/OoMO1j6xCBkyCNaxk2GdMBXmfv2gMwTGkapcLrc62MGq/ZlYsX8zdpTsRG7NXtRgP/SWQuh0zkO53VQfZN06hOjjkWjtq0LsmMR0VYntF92XMxMQEVHQYLilwFV1EM7ti1CzZC5qNmxEzd5C1BxsvMOXpyprirEgZHAaQsZPQsiJp8M6dCh0ZjMC5bCzmw4c9FRjC7ZhX8VulDoy4TbnQm+sOnRFa8PubTC4QxBrTkO/yAEYnTAEk1NGYEjcIISaeJQuIiIKbgy3FDiqi+Hc/COq53+DqjWbUJ0lVVnv3tf6qqxJh5C0nggZMRwhx09HyMQTYezZE4GgQoJsRiEW7NuAdfmbkFW5E7X6ffXV2PoDHpg8B3xQtWi3TrUUJIf2x9C4wZjYezjGJQ1FUljgzdJARETUERhuyX/ZKuHatRA182ejauVqVO0tR22JyevACPVV2bgQhA7pB+v4yQg9cSYs6ekB0Sdbba/Dhv3FWLB3I1bnbcSeki2wf/Aq9Na8Q20Fod7V2DD0sKShf+RAjEkciskpw9VsBSHGkK58GERERH7F/xMAdR91drj3LUPNwtmoXrYMVTulzcAEt0sLs542AnPPMISOG4mwaWci9IRTYIyNhb+rdTixNbcUC/Zuwarcjcgo345ydwb0lhzo9HWeK0UeCrJGhCM5ZBCGxw3DlD5jMS5pOBJCE1iNJSIiOgyGW+o6bjdQuB22X/+HqgW/oGrrflTnG7zmlvWEWWOkBWFjhiD0lDMQNnUGTImJfr+z1+7CSizYvRNL9q/BrrKtKHXuhd5y4NDcsd79sQhBvLk/Yuyx+O1xp+P41LFIDktmkCUiIjoCDLfUuZwOuPcuQs2PH6Hi12Wo3GuHvcLo02ZgCDEidHh/hE2djtBTz4Q5Lc2vg570ya7OLMRPe9Zibf56HKjeBpdlH/Smcs8VLIeCrN5tQU9LP6THDMUJKaNxfMoYpESkwFnnxJw5czBr4OkwBdAcukRERP6G4ZY6Z0ewjd+i6vvPULFqK6r2G7zmmTUCeh3ChvRG2JRTEDb9N7AMGQKd3nvGA/86IELGwSos2rMXCzJXY0fpRpS5dkNvPeBpL5DFDtem3tIj1pSG9JjhmNx7tAqz/aL6waBvOt2YE/U9tkRERHRUGG7p2CjaA/uSj1E593tUbspBVaEZUL2z9dXZUCPCJ4xC+FkXImzqNBjCw/12p6+1WUX4ec96rM5dh6zqrXCaMqE3FzdpLzAhAqlhQ3Bc0hhM6zsBI3sO59RbREREnYzhljpO0R44Fr6Hsm++Qvm2KthKtc3rFvV/c0IEwqechIizL0HI2DF+OaNBWbUDS/fm4YfdK7C2YC2K6rZBH5IFnd7umXsr7NABEaKNKUiPHYGTU4/DSanjkRqR6tftE0RERN2B/6ULCizluahb9gHKv/oU5RtldgNPkPVMxgqEDu6F8NNmIXzWebD07Qt/U1Rpw+I9Ofhx9wqsP7gOpa5t0FuzPS0G0itb/3AMCEXvkMEYl+ipyo5NGIVws39Wm4mIiLozhltqN1NdFdxL30LZNx+hbE0WqvIs9XPPepJg6NA+iLzgUkTM+g2MMTF+NcL55bVYtHs/5u5Zjo1Fa1Hh3gl9yH7PvLJeLQYWXRQGRo7CyakTcWrfSRgQPQB6nX/2ARMREdEhDLfU9jlot36Dms/fxMhl27H3gAVupwRaq7rYmpaAyHN/i8jzLoQpIcFvRrWgvBbzd2bjx91LsblkLap0Oz07f+ncQMihMBuii8Xg6NE4JW0iTukzGWmR/j1DAxERETWP4ZZaV5qNuvmvovTzz1CyzY26amNDoDUnRCHy7LMRecFlftNyUGN3YtneAnyzbRVW5C1HiXszDKFZnsqs19G+wvTxGBIzGtP6TlbV2d7hvRlmiYiIggDDLTXlcsG9ex6qP38Jpb9sQnm2FXB7YqE+1IzykUOQfueDCB85sssDoRwwYUtOOb7dthkLMpcgu3Y99KG7oTPUqDCrreBh+p4YGTce0/sdjykpk5AY5t8HgiAiIqIjw3BLh1QVwSm9tJ+8j5KNtbCXy2wHIeqikEEpiLn6RlhPm4Ef5s3D6KFDuyzY7i+pxs/b9+H7PYuxrXQNnJYd0JuL1D5shvoJGowIwaCoMZjZbwqmp52kDpTQ1UGciIiIjj2GWwKKM+D4/lkUf/oDSnZb4FaHvzVBZzYg6vTpiLn6BliHDFEj5XA4On3EHE4XVmUUY/aWNVh0YBHKdBtgkOm5pG82on5qLujRy5qOKSnHY9aAkzG8x3AY9Vy9iYiIuht++ndnB3fB8c3TKPpiPkr3hMDt8lRpzb3iEPP7qxF1wUUwRER0yaKVVtsxb/sBfLHtV2wsWgZXyFbPgRPCDq20UcZkjI+fiLMGTsWk5AmcmouIiIgYbrul/C2wz34KB79agrKMEMAdqs4OGToAPe64F2EnndTpm/DlsLZ7Civxzead+H7PAmTbVsEQugs6gx2I8lRn9TBhYORonDVgGmb0PQXJ4cmduoxERETk/1i57U7yNsH++eM4+M1qlGUeCrWhY4aix+33IXTihE4NtU6XGysyivD5prVYdGA+qvSboA/Jhs7shtHsuU6IPhrHJZyA8wbPwPHJk3g4WyIiImoVw213UHUQzjmPo+jDr1C0IwxweUJt2MTRnlA7dkynLUqd04WVGcX4eP0qLMqZB7tlPQzWfCD80DRdCZb+mNZnKn4z8DQMiRvCgycQERFRmzHcBjOnA+4Vb6Ds7b+jYLURzlrP4WLDJoxBz3sfQsiI4Z0aaD9avwq/HpgHu7U+0EZ5Aq0OBgyOHItzB83E9LSpSAjzn4NAEBERUWBhuA1We+aj5t17kTevFLXFnsPimpLjkfDI4wifOvWYtx9IoF1RX6H1CbTRhwLt0OjxuGjIWZjW5xREWaKO6fIQERFR98BwG2yqi+H64jbkf7wIpbvDZO4D6K0m9Lj5VsRceSX05vpm1mNkW245/rNyC+ZkfAt7yEoYrHk+gXZY9HG4cMiZDLRERER0TDDcBpO9C1H7xo048LMD9goJtkDU2bPQ8977YYqPP6bTdn2xLgv/3fgjcpyLYAzfDl2Mq0mgnZ52KiLNkcdsOYiIiIgYboNBnR3ueX9B8Ttvo2BjBOAywRgXg+S/P4ewyZOP2UwHi3cU4L1Vy7Gi8EfoI9dCH1opBwlT+oSl4/JhF2BWvzPYckBERESdhuE20BXtQd17VyLnqwOoyvdURcNPnYqkp56GMSamw+9uf0kNZmfV4YlX/4pa63IYQrJhjPVcFmqIwtn9zsYlQy7AgJgBHX7fRERERIfDcBvIslbA9urFyP7RBEe1FTqzCQkP/wnRF13YoTuMyQEW1mSW4JVf12BJ4VcwRa+EzlDT0HYwvufx+P3wC3Fi7xNh0mu1WyIiIqLOx3AbqLbPQc1r1yJ7fjicdgPMKb3Q+7V/w9K/f4fdhcPpwveb8/DKkl+wr+4HGCM3whznUpfFmZPx++GX4twBZyMuJK7D7pOIiIjoaDDcBqLV76DyjQewf3E03E49rMOHIuX1N2CMre8POEpl1Q58sDID76z7DpWWX2AMy2jopR0SPRpjHcNwx9l3wGqxdsj9EREREXUUhttAs+QllL/9FA4sjQHcOoSdcAJ6v/Qi9GGe2RGORlmNA68u2IX/bPoaiP4R+tiDagWR1oPpqTNw7cirMDByIObMmQODXjueGBEREZH/YLgNJJu/QM3Hf0bO8h4q2EaefTaSn34KOtPR9bnWOpx4b+k+/Gv5HNRFfQdDwgF1vtUQjksGX4TfDb2s4ahhDoejQx4KERER0bHAcBsoslfC/p+bkL0oFm6nDuEnn4zkvz4DncFwVEcR+3ztfjy3cB4qQr+GMXG32knMog/FtSOvxhVDr0CoKbRDHwYRERHRscRwGwhK9sH53qXYvyAcTpsBlsGDkfzcc0cVbH/amo+nfvwVecYvYeq5Ua0IBp0Rlwy+BNePug6x1o7p3yUiIiLqTAy3/s7lBD67BvlL6mArC4WxZw+kvPYqDOFH1mNbVGnDI7M34acDs2GJ/x4mvV111c5KOxO3jbsFvcJ7dfhDICIiIuosDLf+bsVrqFqzCWUZPQCdDr1efBGmpKQjuqnvNubiT98uRG30R7Am7lXnjek5Dg9PehCDYwd38IITERERdT6GW39Wsg+uuU8id1W0Ohlz6aUIHTu23TdzUFVrN+Ln/V/DkjQHRr0dFr0Vd42/E5ekXwK9Tn8MFp6IiIio8zHc+rPv7sbBDQY4qowwJiai5113tvsmlu45iJs/WoramPdgTdqpzhsbPw5PnvAXpESmHIOFJiIiIuo6DLf+KmsFnFvmoXinZwquxD89DEN4eLtu4pNVWaoNwdTrHRgthTDrLapae2n6pazWEhERUVBiuPVXvz6H4l1hcNfpYRkyBOHTprX5n7pcbjz7w3a8seoXhKS+D72xCvEh8Xhl+ivsrSUiIqKgxnDrj3I3wrVtLkrqq7Y9rrsWOp2uTf+0xu7E7R+vw/zsuQhN/RQ6fR2GxA7BP6f9E/Gh8cd4wYmIiIi6FsOtP1rxb5RlhsBp18OUmoqIGTPa9M8cThdu+O8aLM2dD2uvj6HTuTE1ZSqePelZHoyBiIiIugXuJu9vHDXA1q9QnhmiTkb/9rfQGY1takW499MNWJK9EtbkT1SwvWDgBXhh6gsMtkRERNRtMNz6m50/wFFWheoCizoZOWvWYf+J2+3GU3O24ettaxGS8r5qRTgl5RQ8MukRGPRHfhQzIiIiokDDcOtvNn2Gimyr+jNk1CiYex/+iGHvLt2Ht5dtQkjKO9AZajC652j8bcrfGGyJiIio22G49Sd1dmDPL6jK84TbtvTa7syvwDNztsOS8DX0pjKkRaapncesRs9tEBEREXUnDLf+JGct3LYqVBd6WhJCJ0487A5kd/9vA1yhG2CK2giDzoC/TvkroixRnbTARERERP6F4dafZCxCbakJLocO+vBwWIekt3r1V37Zg815OQhJ+kqdvmb4NRgWN6yTFpaIiIjI//h1uH3mmWdw3HHHISIiAvHx8Tj33HOxY8cOn+vU1tbi5ptvRlxcHMLDw3HBBRcgPz8fASlzCWoOmtWfIWPHQGdoeWewA6U1+Ocvu2Du8TNgqMSA6AG4cdSNnbiwRERERP7Hr8PtwoULVXBdvnw5fvrpJzgcDsyYMQNVVVUN17nzzjvxzTff4NNPP1XXz8nJwfnnn4+A43argzfYSj3TflmHtV6BfXXBbtShHJaY1er0fcfdB7PBE4yJiIiIuiu/PojDDz/84HP63XffVRXcNWvWYMqUKSgrK8Nbb72FDz/8EKeeeqq6zjvvvIMhQ4aoQDxp0iQEjPIcoKYYtrIe6qR14MAWr5pbVoP/rdoPU+wSuHUOjOgxApOSAuixEhEREXXHcNuYhFkRGxurfkvIlWru9OnTG66Tnp6O1NRULFu2rMVwa7PZ1I+mvLxc/Zbbkp+uoDuwDgY3YCv3VF/1ffu2uCyv/rIbdnc1ouKWwwXgqiFXoa6urlOWU1umrhqnYMVx5bgGEq6vHNdAwvU1eMa1rfcVMOHW5XLhjjvuwAknnIDhw4er8/Ly8mA2mxEdHe1z3YSEBHVZa728TzzxRJPz586di9DQUHSF/vlzkG7Tw+UA3Dod5m3dCuzc2eR6dS7gszUGGMO3waWrRZw+DlUbqzBn05xOXV5pEyGOa6Dg+spxDSRcXzmugeSnTswD1dXVwRVupfd28+bNWLx48VHf1oMPPoi77rrLp3KbkpKi+nkjIyPRFfQ/LIB9s2cHMmOPHpj1m980e70FOwtRvWIdomK2qqrtuUPOxVmjzurUb02yIp922mkwmUyddr/BjuPKcQ0kXF85roGE62vwjKu2pT0owu0tt9yCb7/9FosWLULv3r0bzk9MTITdbkdpaalP9VZmS5DLWmKxWNRPY/LkdFlgK8tCXbUn3JqSklpcju83FwA6O3ShnlkjZvSd0SXL3KVjFcQ4rhzXQML1leMaSLi+Bv64tvV+/Hq2BLfbrYLtl19+ifnz56Nv374+l48bN0490Hnz5jWcJ1OFZWVlYfLkyQgopVlwVHueDlNCQrNXcbrc+GlrPgyhe+GEHclhyRgSO6STF5SIiIjIfxn9vRVBZkL46quv1Fy3Wh9tVFQUQkJC1O8//OEPqsVAdjKTloJbb71VBduAmilBVOTDafeEW0P9DnONbc8rR4WtDhExB9Tp8YnjodPpOnUxiYiIiPyZX4fbV199Vf2eOnWqz/ky3ddVV12l/n7++eeh1+vVwRtkBoSZM2filVdeQUBx1AK2Mjjtnn5fQwt9v2syS9TvyKh8SNcJj0ZGREREFEDhVtoSDsdqteJf//qX+glYVYXql8vheToMUc2H29X7JNy64TBmQfYmG9aDh9olIiIiCpie226jplj9cro8O7npwyOavdq23HJAX4MaV6k6PTC65QM9EBEREXVHDLf+oNYztYXb5anc6kOsze5MlllUDb3JE2xjrbEINXXNnLxERERE/orh1h/Ueo685nJ5pgLTWUOaXOVASQ3sThfMVs91k8KSOnkhiYiIiPwfw60/sNVXbp2ep0NvbToH776iKvU7NspzdA6GWyIiIqKmGG79gd0TXN0uz7ReOrO5yVXyymvV77AQm/odFxLXqYtIREREFAgYbv2BvVL90iaH0BmbTmJRWOEJtWazJ+RGmrvmMMFERERE/ozh1h/YPa0GbqfnpK6Zw8sV1FduDcYa9TvKEtWZS0hEREQUEBhu/YGjPtxq0/oamlZuD1bZPX/oPSE3wtz8dGFERERE3RnDrT+o8wRWOTCD0BmaPi3lNY76Cz0h12poOl0YERERUXfHcOsvh989TOW2rD7culAfbo0Mt0RERESNMdz6gzpPHy1cnnSr03tmTWiuctsQblm5JSIiImqC4dYf1HlmQmhg8BzMwVulrU79dsHz22RoutMZERERUXfHcOtHPbcNbQk6XYvh1umuD7d6hlsiIiKixhhu/ajnVku3ukbhts7pQq3Ds7eZSwu3rNwSERERNcFw60+V2/qe28aV2yp7/QS4qnLr+duoa7rTGREREVF3x3DrTz23Wl9Co57barunWmvU6xraEox6hlsiIiKixhhu/XK2BN+npcrmqdaGmg1wujx/G3RNdzojIiIi6u4Ybv2octvQltAo3GqV2zCLEXX1lVuDnuGWiIiIqDGGWz86/C5cnp3GdI3aErSZEiTcOlye+W45WwIRERFRUwy3/sBR42m3baHntqEtwWJAnYs9t0REREQtYbjtahJopXKrzXHbTOW2Sqvcmg+dx8otERERUVMMt13N4dmZzO3ymv7L4DsTQkV9uA01H7oOwy0RERFRUwy3Xc1e2STc6s2+Rx+rqPX02YaFHCrvWgyWTltEIiIiokDBcNvVbBXql9sQdug8k2+4La+pr9xa3A1z3HK2BCIiIqKmGG79pXKr94RbncnU5PC7ZTWeym2IxbNjmdVg7fTFJCIiIgoEDLddrbZM/XIZw9VvXUhIk6uUVtvV79D6cBtqDO3URSQiIiIKFAy3/hJu9Z5wq28m3BZXecKtxVzfnmBiuCUiIiJqDsNtV6sp9WlL0FubthyU1FduTSbP7zCTV38uERERETVguO1qNSXql8vtqdjqwppWZQ9WekKtwVirfoebPVVeIiIiIvLFcNvVqg+qX063J9QaIiJ9LrbVORvaEqCvUr9iLDGdvZREREREAYHhtqtVFalfLpfn8GOGyAifiwvKbeq32aCHzeWZNizKEtXpi0lEREQUCBhu/aUtwek5Kpk+1Lctoai+ahsbZkaFwxNuw01sSyAiIiJqDsNtVzPXtyNYPU9FXalnBzNNbKi5Yaey+JB49XdOVU6nLyYRERFRIGC47WqhceqXMdRz9LG6vHyfixOjrNDrpPfWhThLijovoyyjCxaUiIiIyP8x3Ha1kFj1y2jx9NbW5fuGW7NRj8RIz/RgFneS+r2vbB+cLs8BHYiIiIjoEIbbrhbVW/0yuXIAgwHO0lI4DhzwucrABM9OZntyLIg0R6LWWYvlucu7ZHGJiIiI/BnDbVdLmaB+GYrWI2TEcPV31XLf4Hr68ET1+/tNBTiz35nq7y92fdHpi0pERETk7xhuu1rcACAkBqirRejwNHVW1bJG4XZYIgx6HbbmlmNCj9PVefOz56Ok1jPTAhERERF5MNx2NZ0O6O2p3ob19kwHVrViOdxuzw5mIibMjBMG9FB/78iKxNC4oahz1eH7jO+7aKGJiIiI/BPDrT9IGql+hYQXAUYjnIUHUZeb63OV6UM804D9uqsQs/rOUn/Pz5rfBQtLRERE5L8Ybv1B/FD1S1+yA9ZBg9TfNRs3+lzlxPrK7ZrMEpyQNFX9vTp/NVsTiIiIiLww3PqDhGGe3wXbYB0xQv1Zs8E33PbtEYZe0SFwON3ILgxBemw6nG4nFmQv6IolJiIiIvJLDLf+ILY/oDMAjmpY+/dSZ9l27vS5ik6nw+T+ngM+rMsqxdQUT/WWU4IRERERHcJw6w8MRiDCc4AGS48Q9due0fQoZMOTI9XvrTnlGJcwTv29rmBdpy4qERERkT9juPWzgzmYo1zqtyM3F67aWp+rDE2OUr+35pRhZI+RMOgMyK3KRW6l785nRERERN0Vw62/iExWvwy6cugjIgC3G/asLJ+rpCd5jlSWU1aLOqcJQ2KHqNMbCjd0wQITERER+R+GW39h8QRXnaMaxh6emRGcJaU+V4m0mhBh8cyFe7DChv7R/dXfWRW+IZiIiIiou2K49RcmT68tHDUwREerP52lvuFWxIab1e/iKjt6RXh2PjtQeaAzl5SIiIjIbzHc+guj1fO7rrb1cBvmCbcHK+3oHe7p082uyO7MJSUiIiLyWwy3fkM73K4OOqvFc47N1uRaFqPnKbM7XYizeqYGK7eVd+JyEhEREfkvhlt/UVvm+W2NgtvuUH9qIddbtd2pfodbDHDXB2K9jk8jERERkcpFHAY/DLf1FVu9pWm4rbTVqd+hZiNcblfDAR6IiIiIiOHWf1Qd9PwOiYarslL9qbPU9+HWc7vdKK32VHXDLUbUOj3z4Mp8t0RERETEcOsf3G6gYKvnz9j+sO3apf42903zudqB0ho1S4JRr8OA+HBsLfL8G21KMCIiIqLujm0J/qA8B6guAnQGOGyRcFVVQWexwNLfN7SuySxRv4clR8JqMmB9wXp1enTP0V2y2ERERET+huHWH+TWH2GsZzpqtnmqtpbBg6Ezeg7Y0DjcjkmNQbWjGpsPbvacjh/T2UtMRERE5JcYbv3B5s/UL3fvCSh68031d+hx432uIu0IX6z1HKzhxAE98NeVf1U9t8lhyUiL8m1fICIiIuquGG67WkUesPUr9Wdpbm/YduyAPjIScdde63O1V37ZrWZKGN4rEjbLGny5+0uZERdPnvgkpwIjIiIique73Zs63+p3AFcd6noch8J3Pldn9bz1VhhjYnx2JHt/eab6+4opoXhyxX3q7+tHXo/jEo/js0ZEREQUbJXbf/3rX0hLS4PVasXEiROxcuVK+L39q+Fe+k+UZ1uR8UG5OtyuZeAAxFx6ScNV9hZW4vdvrYBDV4jUQd/imQ3XotJRqfpsbxx1Y5cuPhEREZG/CYpw+8knn+Cuu+7CY489hrVr12LUqFGYOXMmCgoK4LfyNsH+6gXI/tmMA0tiUVdSAVNqKpL/9reGHckW7SzEOf+ejRzjOwjv/xxKDItR567DxKSJ+L8p/wejnoV3IiIiIm9BkY7+8Y9/4LrrrsPVV1+tTr/22mv47rvv8Pbbb+OBBx6Av3HnbUPRPefj4Dor3E49YDSix/XXIe7666G3WtXBGv7+yyK8vflNGHpvgEnnOczuCb1OwI0jb8ToeE79RURERBSU4dZut2PNmjV48MEHG87T6/WYPn06li1b1uy/sdls6kdTXl6ufjscDvVzLNlWL0D+XbfCXuIZ+pBxY9Dz0cdh7tcXTtm/rKoKv/3yduTWrYQxqj7UJp2EG0Zch+E9hjcsZ1fR7rsrlyEYcVw5roGE6yvHNZBwfQ2ecW3rfencUiYMYDk5OejVqxeWLl2KyZMnN5x/3333YeHChVixYkWTf/P444/jiSeeaHL+hx9+iNDQ0GO6vAlZSxH92lfQGXXIP/tslIw/HtDpGi6vcwFP5/8X9pDt6Fk3FL+NnopexuRjukxERERE/q66uhqXXXYZysrKEBkZGbyV2yMhVV7p0fWu3KakpGDGjBmtDlbHmIXq+FRYJpyMfr0HN3uN3rn9sauwHBeP9L+ZEORb008//YTTTjsNJpOpqxcnaHBcOa6BhOsrxzWQcH0NnnHVtrQfTsCH2x49esBgMCA/P9/nfDmdmJjY7L+xyKFtLZYm58uT0xlPUNTFN7d6+cTU4ZiYCr/WWWPV3XBcOa6BhOsrxzWQcH0N/HFt6/0E/GwJZrMZ48aNw7x58xrOc7lc6rR3mwIRERERBb+Ar9wKaTG48sorMX78eEyYMAEvvPACqqqqGmZPICIiIqLuISjC7cUXX4zCwkI8+uijyMvLw+jRo/HDDz8gISGhqxeNiIiIiDpRUIRbccstt6gfIiIiIuq+Ar7nloiIiIhIw3BLREREREGD4ZaIiIiIggbDLREREREFDYZbIiIiIgoaDLdEREREFDQYbomIiIgoaDDcEhEREVHQYLglIiIioqDBcEtEREREQYPhloiIiIiCBsMtEREREQUNhlsiIiIiChrGrl4Af+B2u9Xv8vLyrl4Uv+dwOFBdXa3GymQydfXiBA2OK8c1kHB95bgGEq6vwTOuWk7TcltLGG4BVFRUqMFISUnpjOeGiIiIiI4it0VFRbV4uc59uPjbDbhcLuTk5CAiIgI6na6rF8evybcm+RKQnZ2NyMjIrl6coMFx5bgGEq6vHNdAwvU1eMZVIqsE2+TkZOj1LXfWsnIrjcd6PXr37t0pT0ywkBWZ4ZbjGii4vnJcAwnXV45rIIns5DzQWsVWwx3KiIiIiChoMNwSERERUdBguKV2sVgseOyxx9Rv6jgc12OD48pxDSRcXzmugcTix3mAO5QRERERUdBg5ZaIiIiIggbDLREREREFDYZbIiIiIgoaDLdEREREFDQYboPYv/71L6SlpcFqtWLixIlYuXJlq9f/9NNPkZ6erq4/YsQIzJkzp8mRQR599FEkJSUhJCQE06dPx65d/9/evQBFVYVxAP8EBBXzFYLh21QGMB+plEmiQ4ZGSqI1oRgoajmMYzpq6mA+GkRFR8upHM3naPlKSiVMfEDmA99mohQIOeP7nRRIwGm+M7M7u8vdB7DEvbf/b2Zl995zz733u+vy7bnnHH43K/PgwQMaNWqUnNC5SZMmFBcXR4WFhcb1xcXFFBsbK+t3c3Ojt956i7RIjbHNyMigiIgIWYenpyd1796dtmzZQlqixrjm5OTQgAEDyMfHR+6nQ4cOlJCQIP+uulaoMa6mcnNz5V+I5HJaosa4FhQUyL+0afk4ceIEaYUa42qoZ+nSpdS5c2c5Q0DLli0pMTGRtOJzFcZ13rx5iu9X/h1WLfznd0F/tm7dKtzd3cW6devEpUuXxPjx40WTJk3E7du3FcsfPXpUuLq6iiVLlojs7GyRkJAg6tatKy5evGgss2jRItG4cWPx3XffiQsXLoihQ4eK9u3bi6KiImOZQYMGiW7duokTJ06II0eOiI4dO4qoqCjj+sLCQvHBBx+I1atXi7CwMBERESG0Rq2xTUxMlHXz/nJzc8WKFSuEi4uL2LNnj9ACtcY1Ly9PHtP58+dFQUGB+P7774W3t7eYNWuW0AK1xtWgpKRE9OrVSwwePFjWqRVqjWt+fr7gX+0HDhwQN2/eND44zlqg1riySZMmCT8/P/kZcPXqVXH69Gmxf/9+oQVbVRrXJ0+emL1P+REQECBiYmKqdb5IbnUqKChIxMfHG1+XlZUJX19fkZSUpFj+nXfeEeHh4WbLXnrpJfH+++/L5+Xl5aJFixYiOTnZuP7Ro0fCw8NDfPPNN/I1/wfgD9VTp04Zy6SlpYk6deqI69evV9gnv3m1mNxqIbYGb7zxhhgzZozQAi3FdcqUKSI4OFhogdrjOmPGDBEdHS3Wr1+vqeRWrXE1JLfnzp0TWqTWuHIZNzc3ceXKFaFFQSqNqyVuROBtfvrpp2qdL7ol6FBJSQmdOXNG3iIwcHFxka+PHz+uuA0vNy3PwsLCjOXz8/Pp1q1bZmX47zvzrQ1DGf7Jtx169eplLMPled9ZWVmkB1qL7ePHj6lZs2akdlqKK99C37dvH4WEhJDaqT2uhw4dkrc++Xaplqg9rmzo0KHk7e1NwcHBtHv3btICNcd1z549skvS3r17qX379vL2/rhx4+Rtd7UrUXFcLX311Vey28err75arXNGcqtD9+7do7KyMtlH0BS/5jejEl5uq7zhp70y/GFqivvVcnJlbb9ao6XYbt++nU6dOkVjxowhtdNCXF955RXZ96xTp07yg3fBggWkdmqO6/3792X/+w0bNsj+eFqi5rg2bNiQli1bJr80pKamyuSWxzZoIcFVc1yvXr1Kf/zxh4zrpk2b5PuWE8YRI0aQ2t1TcVxN8ZgcHifC/XKry63aNQCA6hw+fFgmtWvWrKHAwMDaPhxd2LZtGz158oQuXLhA06dPlwNLZsyYUduHpVnjx4+nkSNHUr9+/Wr7UHTFy8uLpk6danzdu3dvunHjBiUnJ8vWXKia8vJyevr0qUxsuWWRrV27lnr27CkHnfr5+SG01ZSSkiI/Y2NiYqpbFVpu9frh5urqSrdv3zZbzq9btGihuA0vt1Xe8NNemTt37pitLy0tlbdtrO1Xa7QQ28zMTBoyZAgtX76c3nvvPdICLcS1devWFBAQQFFRUbRo0SI5ypdbQ9RMzXHlLgn8BYFbcvjBrTXcjYafr1u3jtRMzXFVwreKuTuN2qk5rjwjAL83DYkt8/f3lz+vXbtGaual4rhadkl48803K7QGVwW6JeiQu7u7/DZ58OBBs2+d/LpPnz6K2/By0/IsPT3dWJ77GPGb0bTMn3/+KfvNGMrwz0ePHslbNQb8C4z3zR+ueqD22PJ0YOHh4bR48WKaMGECaYXa42qJ1/NUYPxTzdQcV+6Pd/78eeODu3nwdGD8fNiwYaRmao6rEo4pJ2dqp+a49u3bVyZmeXl5xjK//fab/Nm2bVtSM3cVx9WA+/DyHUdndEmQqjUcDVQ97QePWtywYYMcsThhwgQ57cetW7fk+tGjR4uZM2eaTfvBI0GXLl0qLl++LObOnas47QfXwdOg/PLLL3KmA6VpP3r06CGysrLEzz//LDp16lRhOhWehoRH8g4ZMkT0799fPtfSyF61xvbQoUOiQYMGcooq02lV7t+/L7RArXHdvHmz2LZtmzwmnhaMn/Mo41GjRgktUGtcLWlttgS1xpWP5+uvv5b74AdPEchTAvIUUFqg1rjy7AIvvvii6Nevnzh79qycBoxnDxg4cKDQgq0qjasBTzXGn6ulpaVOOV8ktzq2cuVK0aZNGzm3HU8DwvPMGYSEhFSYR2779u2ic+fOsnxgYKBITU01W89Tf8yZM0f4+PjI/yShoaEiJyfHrAwnUvzGbdiwoWjUqJGchornsTPVtm1bOdWH5UNL1Bhb3qdSXPl4tEKNceVfCvxLjdd7enrKORgXLlxo9gGudmqMq9aTW7XGlZMXf39/+UWX1/Nx7dixQ2iJGuPKePqqyMhIWYbrio2N1UzjgZrjyl8cWrVqJWbPni2cpQ7/45w2YAAAAACA2oU+twAAAACgG0huAQAAAEA3kNwCAAAAgG4guQUAAAAA3UByCwAAAAC6geQWAAAAAHQDyS0AAAAA6AaSWwAAAADQDSS3AAAAAKAbSG4BAACcaNiwYdS0aVMaMWIE4gpQC5DcAgAAONHkyZNp06ZNiClALUFyCwA1pn///vThhx9qft+1eR5Q8+7fv0/e3t5UUFDgtPfLM888o7ju3XffpWXLljllPwCgDMktAFRZbGws1alTRz7c3d2pY8eOtGDBAiotLXVaVNWQWO7atYs++eQTp8Spbt261L59e5oxYwYVFxfXWixu3bpFkyZNog4dOpCHhwe1bt2ahgwZQgcPHqT/Uk1d38rUm5iYSBEREdSuXTuqaQkJCXJ/jx8/rvF9AfxfudX2AQCAtg0aNIjWr19PT58+pR9++IHi4+NlAjdr1izSi2bNmjktTv/88w+dOXOGYmJiZLK7ePFi+q9xC2Xfvn2pSZMmlJycTC+88II8rh9//FFevytXrtD/xd9//01r166V5+6o7t27K36B279/P/n6+trctkuXLvT888/T5s2bZawBoAYIAIAqiomJEREREWbLBg4cKF5++WX5PCQkREyaNElMnz5dNG3aVPj4+Ii5c+ealS8uLpZlmjdvLjw8PETfvn3FyZMnjfXzx5TpIz8/3+52hn1PnjxZPt+4caNo1qyZ3MYUH3t0dLR8vmPHDtGlSxdRr149WTY0NFQUFhZWqMteWUfjFBkZKXr06GG2LC0tTZ5H48aNZb3h4eEiNzfXZizKysrEwoULRbt27eTxdO3aVR6fLYMHDxYtW7ZUPOaHDx86dG1M42zrGtuKlbVzshUHR/Zr631jiY+Pz09peWWusaXDhw+L4cOHK66bP3++CA4OdrguAKgcdEsAAKeqX78+lZSUGF9v3LiRPD09KSsri5YsWSK7LaSnpxvX8+35b7/9VpY7e/as7NoQFhZGDx48oE8//ZT69OlD48ePp5s3b8oH3z63t52lt99+m8rKymj37t3GZXfu3KHU1FQaO3asrDcqKko+v3z5MmVkZFBkZCR/+a9QV2XKWvPrr7/SsWPHZFcOU3/99RdNnTqVTp8+LbsHuLi4yJH35eXlVmORlJQkBy+tWrWKLl26RFOmTKHo6GjKzMxU3DfHZ9++fbLVkK+LJW7NdeTamLJ2je3Fyto52YqDI/u19b6xdOTIEerZs6fTr7EtQUFBdPLkSXm3AwBqQCWTYQAAxRbJ8vJykZ6eLlv4pk2bZmxds2yh6t27t/joo4/kc24Jq1u3rtiyZYtxfUlJifD19RVLlixRbDWt6nYTJ06ULZYGy5YtEx06dJDHfebMGdm6V1BQoHh1TeuyV9ZanFxdXYWnp6eMD2/v4uIidu7caXO7u3fvyrIXL15UPCduWW3QoIE4duyY2XZxcXEiKipKsc6srCxZ565du2zu25EY27vGjsRK6frai4O9/TpaL+P379ixY82WVeUam+JWXi8vL1G/fn3ZQm55fS5cuFCt+gHANvS5BYBq2bt3LzVs2FD22eSWtZEjR9K8efOM67t27WpW/rnnnpOtpiwvL09ux/0/Dbi/LrdscYuZNVXZjlvxevfuTdevX6eWLVvShg0bjAO9unXrRqGhobLvKbdMvv7663KOUp6r1FJlypoaMGAAffnll7JVcvny5eTm5kbDhw83K/P777/Txx9/LFsi7927Z2ypvHbtmuyraSk3N1f2GR04cKDZcm4579Gjh+JxONr6WJkYW7vGVY2Vo3Gw9d5yVFFREdWrV89sWVWP2+DAgQN2724wvnYA4HzolgAA1cJJ2/nz52VCwomC4VaxaUJkipNJy9vL/wVO9jhp4Vv4PKCLb+FzcstcXV3l7ey0tDQKCAiglStXkp+fH+Xn51eopzJlTXFM+LY+H8O6detk4sYDmUzxbAV8y3/NmjVyPT+YaTcPU4WFhfInd6/ga2B4ZGdn086dOxW36dSpk7wGzhw0Zu0aVzVWjsbBGe8tLy8vevjwodmyqh63owzdOpo3b+6U+gDAHJJbAKgWQ9LWpk0b2RpZGTxqnPudHj161LiMWwtPnTolkwrG67m/bGW3UzJu3DjZYsuzFrz22mtm/TA5MeJWyvnz59O5c+dk/SkpKYr1VKasEu5DOnv2bDktFH8hMMy1mpOTI5dxq6G/v3+FpMsyFnyuPI0Xt2jyNTB9WOtjyjM/cGvk559/LluRLT169KhaMa5srCzPyZE4OELpfWPtSw9/GajscVcH97lu1aqVTKwBwPnQLQEAajUxnjhxIk2fPl0mXZwg88Agvl0bFxcny/Dco9xyx9NXcfcHLufIdkq4y8S0adNki6DpX5Di+nngEt9+5sn8+fXdu3dlYmWpMmVt4UFufPycZPIx8S3vZ599llavXi1vr3PCOnPmTLNtlGLB2/IgMm6xDA4OlvOnckLaqFEjOd2YEt4nJ27cxYAHYfHtfZ7ailsruesEdzuoaowrGyulc7IXB0co1ctfKixxos/T1nECbeh24KxrbA0PYuO6AaCG2OmTCwBQqSmuTCkN6uHyvJ1BUVGRnNKJB+AoTTeVk5MjpxbjwTmmUzrZ287agKLRo0dXmBYsOztbhIWFGae86ty5s1i5cqViXfbKViZOSUlJsh7DFFM8IM/f31/Wy1N6ZWRkyHNOSUmxGgseELdixQrh5+cnB4BxfXx8mZmZNo/pxo0bIj4+XrRt21a4u7vLgU9Dhw6VU1g5em3sXWNHYqV0TvbiYG+/1uq1JigoSKxatcr4uirX2FEcU57i7Pjx406pDwAqqsP/1FTiDACgNnyrOzAwkD777LPaPhRQCe6zzC3U3F1AqXXXmbhlnLs38B98AICagW4JAPC/wLedeb5SfnzxxRe1fTigIuHh4XJAJM+kYa2vsrPwIDgeoAYANQcttwDwv8B9MDnBnTNnjuynCgAA+oTkFgAAAAB0A1OBAQAAAIBuILkFAAAAAN1AcgsAAAAAuoHkFgAAAAB0A8ktAAAAAOgGklsAAAAA0A0ktwAAAACgG0huAQAAAEA3kNwCAAAAgG4guQUAAAAA3UByCwAAAAC6geQWAAAAAHQDyS0AAAAAkF78C/8G1zY0uyOtAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare the O3 and N2O5 photolysis rate constants among the four scenarios\n", "jo3a_label = \"O3+hv->O2+O(1D)\"\n", "jo3b_label = \"O3+hv->O2+O(3P)\"\n", "jn2o5_label = \"N2O5+hv->NO2+NO3\"\n", "jo3_o1d_v54 = v54_results[\"photolysis_rate_constants\"].sel(reaction=jo3a_label)\n", "jo3_o3p_v54 = v54_results[\"photolysis_rate_constants\"].sel(reaction=jo3b_label)\n", "jn2o5_v54 = v54_results[\"photolysis_rate_constants\"].sel(reaction=jn2o5_label)\n", "height_v54 = v54_grids[\"height\", \"km\"].edges\n", "jo3_o1d_double_o3 = double_o3_results[\"photolysis_rate_constants\"].sel(reaction=jo3a_label)\n", "jo3_o3p_double_o3 = double_o3_results[\"photolysis_rate_constants\"].sel(reaction=jo3b_label)\n", "jn2o5_double_o3 = double_o3_results[\"photolysis_rate_constants\"].sel(reaction=jn2o5_label)\n", "jo3_o1d_double_aerosol = double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jo3a_label)\n", "jo3_o3p_double_aerosol = double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jo3b_label)\n", "jn2o5_double_aerosol = double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jn2o5_label)\n", "jo3_o1d_double_o3_double_aerosol = double_o3_double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jo3a_label)\n", "jo3_o3p_double_o3_double_aerosol = double_o3_double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jo3b_label)\n", "jn2o5_double_o3_double_aerosol = double_o3_double_aerosol_results[\"photolysis_rate_constants\"].sel(reaction=jn2o5_label)\n", "\n", "# plot the O3->O(1D) photolysis rate constants\n", "plt.figure(figsize=(8, 6))\n", "plt.plot(jo3_o1d_v54, height_v54, label=\"Standard v5.4\")\n", "plt.plot(jo3_o1d_double_o3, height_v54, label=\"Double O3\")\n", "plt.plot(jo3_o1d_double_aerosol, height_v54, label=\"Double Aerosol\")\n", "plt.plot(jo3_o1d_double_o3_double_aerosol, height_v54, label=\"Double O3 & Aerosol\")\n", "plt.xlabel(\"Photolysis Rate Constant (s$^{-1}$)\")\n", "plt.ylabel(\"Height (km)\")\n", "plt.title(\"O3->O(1D) Photolysis Rate Constants under Different Scenarios\")\n", "plt.legend()\n", "plt.grid()\n", "plt.show()\n", "\n", "# plot the O3->O(3P) photolysis rate constants\n", "plt.figure(figsize=(8, 6))\n", "plt.plot(jo3_o3p_v54, height_v54, label=\"Standard v5.4\")\n", "plt.plot(jo3_o3p_double_o3, height_v54, label=\"Double O3\")\n", "plt.plot(jo3_o3p_double_aerosol, height_v54, label=\"Double Aerosol\")\n", "plt.plot(jo3_o3p_double_o3_double_aerosol, height_v54, label=\"Double O3 & Aerosol\")\n", "plt.xlabel(\"Photolysis Rate Constant (s$^{-1}$)\")\n", "plt.ylabel(\"Height (km)\")\n", "plt.title(\"O3->O(3P) Photolysis Rate Constants under Different Scenarios\")\n", "plt.legend()\n", "plt.grid()\n", "plt.show()\n", "\n", "# plot the N2O5 photolysis rate constants\n", "plt.figure(figsize=(8, 6))\n", "plt.plot(jn2o5_v54, height_v54, label=\"Standard v5.4\")\n", "plt.plot(jn2o5_double_o3, height_v54, label=\"Double O3\")\n", "plt.plot(jn2o5_double_aerosol, height_v54, label=\"Double Aerosol\")\n", "plt.plot(jn2o5_double_o3_double_aerosol, height_v54, label=\"Double O3 & Aerosol\")\n", "plt.xlabel(\"Photolysis Rate Constant (s$^{-1}$)\")\n", "plt.ylabel(\"Height (km)\")\n", "plt.title(\"N2O5 Photolysis Rate Constants under Different Scenarios\")\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "venv (3.14.2)", "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": "3.14.2" } }, "nbformat": 4, "nbformat_minor": 5 }