{ "cells": [ { "cell_type": "markdown", "id": "404f9173", "metadata": {}, "source": [ "# SSP emissions runs using CMIP6 calibrations\n", "\n", "This notebook gives an example of running the SSP scenarios in FaIR using pre-calculated climate response calibrations from 66 CMIP6 models for a total of 8$\\times$66 = 528 ensemble members in parallel. We will run in stochastic mode to demonstrate internal variability.\n", "\n", "This demonstrates the speed in which FaIR can run scenarios and configurations in parallel. This might be a good template notebook to use for SSP emissions-driven runs.\n", "\n", "Refer to the `basic_emissions_run_example` for more detail on setting up a run step by step; this notebook will be a little lighter on the detail, but hopefully still enough to be useful." ] }, { "cell_type": "markdown", "id": "2ed04b6a", "metadata": {}, "source": [ "## 0. import required modules\n", "\n", "we'll enable autoreload as a legacy of development" ] }, { "cell_type": "code", "execution_count": 1, "id": "9dd82491", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as pl\n", "import pandas as pd\n", "\n", "from fair import FAIR\n", "from fair.io import read_properties\n", "from fair.interface import fill, initialise\n", "from fair.earth_params import seconds_per_year" ] }, { "cell_type": "code", "execution_count": 2, "id": "ebbd1083", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload" ] }, { "cell_type": "code", "execution_count": 3, "id": "6ff53ff0", "metadata": {}, "outputs": [], "source": [ "%autoreload 2" ] }, { "cell_type": "markdown", "id": "2396e36a", "metadata": {}, "source": [ "## 1. initialise FaIR\n", "\n", "We want to enable the methane lifetime routine that is a function of SLCFs and reactive gases, i.e. using the coefficients and feedbacks from [Thornhill et al. 2021](https://acp.copernicus.org/articles/21/853/2021/acp-21-853-2021.html) and [Skeie et al. 2020](https://www.nature.com/articles/s41612-020-00131-0). We set this option in the initialiser this time." ] }, { "cell_type": "code", "execution_count": 4, "id": "b97e45d1", "metadata": {}, "outputs": [], "source": [ "f = FAIR(ch4_method='thornhill2021')" ] }, { "cell_type": "markdown", "id": "06513b5c", "metadata": {}, "source": [ "## 2. Define time horizon\n", "\n", "create world running from 1750 to 2100, at 1-year intervals" ] }, { "cell_type": "code", "execution_count": 5, "id": "2faf20eb", "metadata": {}, "outputs": [], "source": [ "f.define_time(1750, 2100, 1)" ] }, { "cell_type": "markdown", "id": "fe23173e", "metadata": {}, "source": [ "## 3. Define scenarios\n", "\n", "We'll take the SSPs; important that the names are consistent with those in the RCMIP database" ] }, { "cell_type": "code", "execution_count": 6, "id": "c0128227", "metadata": {}, "outputs": [], "source": [ "# Define SSP scenarios\n", "scenarios = ['ssp119', 'ssp126', 'ssp245', 'ssp370', 'ssp434', 'ssp460', 'ssp534-over', 'ssp585']\n", "f.define_scenarios(scenarios)" ] }, { "cell_type": "markdown", "id": "4f2ad9d3", "metadata": {}, "source": [ "## 4. Define configs\n", "\n", "Our list of configs are going to be each CMIP6 climate model's 4xCO2 response, which has been pre-calculated in the calibration notebooks.\n", "\n", "We could also modify the response for different aerosol, ozone, methane lifetime tunings etc., but not every model has this data available." ] }, { "cell_type": "code", "execution_count": 7, "id": "ba2941c1", "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\"../tests/test_data/4xCO2_cummins_ebm3.csv\")\n", "models = df['model'].unique()\n", "configs = []\n", "\n", "for imodel, model in enumerate(models):\n", " for run in df.loc[df['model']==model, 'run']:\n", " configs.append(f\"{model}_{run}\")\n", "f.define_configs(configs)" ] }, { "cell_type": "markdown", "id": "0b3dbd43", "metadata": {}, "source": [ "## 5. Define species and properties\n", "\n", "FaIR contains a few helper functions that populate the model with sensible defaults. One is the `read_properties` function that obtains default species (the kitchen sink) and their properties for an emissions-driven run" ] }, { "cell_type": "code", "execution_count": 8, "id": "232f0ba7", "metadata": {}, "outputs": [], "source": [ "species, properties = read_properties()\n", "#species = list(properties.keys())" ] }, { "cell_type": "code", "execution_count": 9, "id": "029a6925", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['CO2 FFI', 'CO2 AFOLU', 'CO2', 'CH4', 'N2O']" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "species[:5]" ] }, { "cell_type": "code", "execution_count": 10, "id": "584e32cd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'type': 'co2 ffi',\n", " 'input_mode': 'emissions',\n", " 'greenhouse_gas': False,\n", " 'aerosol_chemistry_from_emissions': False,\n", " 'aerosol_chemistry_from_concentration': False}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "properties['CO2 FFI']" ] }, { "cell_type": "code", "execution_count": 11, "id": "223ca746", "metadata": {}, "outputs": [], "source": [ "f.define_species(species, properties)" ] }, { "cell_type": "markdown", "id": "8b76a0c2", "metadata": {}, "source": [ "## ~6. Modify run options~\n", "\n", "Not required, because we set our run options in step 1." ] }, { "cell_type": "markdown", "id": "98b866e7", "metadata": {}, "source": [ "## 7. Create input and output data" ] }, { "cell_type": "code", "execution_count": 12, "id": "249567ee", "metadata": {}, "outputs": [], "source": [ "f.allocate()" ] }, { "cell_type": "markdown", "id": "54ca99cd", "metadata": {}, "source": [ "## 8. Fill in the data\n", "\n", "### 8a. get default species configs\n", "\n", "Again we read in a default list of species configs that will apply to each config. If you want to change specific configs then you can still use this function to set defaults and tweak what you need. We will do this with the methane lifetime, which has a different value calibrated for the Thornhill 2021 lifetime option.\n", "\n", "I'm also going to subtract the RCMIP 1750 emissions from CH4 and N2O. This is not in the default configs." ] }, { "cell_type": "code", "execution_count": 13, "id": "13a6585c", "metadata": {}, "outputs": [], "source": [ "f.fill_species_configs()\n", "fill(f.species_configs['unperturbed_lifetime'], 10.8537568, specie='CH4')\n", "fill(f.species_configs['baseline_emissions'], 19.01978312, specie='CH4')\n", "fill(f.species_configs['baseline_emissions'], 0.08602230754, specie='N2O')" ] }, { "cell_type": "markdown", "id": "95209f02", "metadata": {}, "source": [ "### 8b. fill emissions\n", "\n", "grab emissions (+solar and volcanic forcing) from RCMIP datasets using the `fill_from_rcmip` helper function. This function automatically selects the emissions, concentration or forcing you want depending on the `properties` for each of the SSP scenarios defined.\n", "\n", "I'm then going to make one change: replace the volcanic dataset with the AR6 volcanic dataset, as I want to compare the impact of monthly volcanic forcing in the monthly comparison.\n", "\n", "We also need to initialise the first timestep of the run in terms of its per-species forcing, temperature, cumulative and airborne emissions. We set these all to zero. The concentration in the first timestep will be set to the baseline concentration, which are the IPCC AR6 1750 values." ] }, { "cell_type": "code", "execution_count": 14, "id": "f5380b86", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " erf\n", "year \n", "1750.000000 0.246406\n", "1750.083333 0.246408\n", "1750.166667 0.246409\n", "1750.250000 0.246410\n", "1750.333333 0.246411" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_volcanic = pd.read_csv('../tests/test_data/volcanic_ERF_monthly_175001-201912.csv', index_col='year')\n", "df_volcanic[1750:].head()" ] }, { "cell_type": "code", "execution_count": 15, "id": "828fe492", "metadata": {}, "outputs": [], "source": [ "f.fill_from_rcmip()\n", "\n", "# overwrite volcanic\n", "volcanic_forcing = np.zeros(351)\n", "volcanic_forcing[:271] = df_volcanic[1749:].groupby(np.ceil(df_volcanic[1749:].index) // 1).mean().squeeze().values\n", "fill(f.forcing, volcanic_forcing[:, None, None], specie=\"Volcanic\") # sometimes need to expand the array\n", "\n", "initialise(f.concentration, f.species_configs['baseline_concentration'])\n", "initialise(f.forcing, 0)\n", "initialise(f.temperature, 0)\n", "initialise(f.cumulative_emissions, 0)\n", "initialise(f.airborne_emissions, 0)" ] }, { "cell_type": "markdown", "id": "e3490b4d", "metadata": {}, "source": [ "### 8c. fill climate configs\n", "\n", "Take pre-calculated values from the Cummins et al. three layer model. We will use a reproducible random seed to define the stochastic behaviour." ] }, { "cell_type": "code", "execution_count": 16, "id": "7c6c7fda", "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\"../tests/test_data/4xCO2_cummins_ebm3.csv\")\n", "models = df['model'].unique()\n", "\n", "seed = 1355763\n", "\n", "for config in configs:\n", " model, run = config.split('_')\n", " condition = (df['model']==model) & (df['run']==run)\n", " fill(f.climate_configs['ocean_heat_capacity'], df.loc[condition, 'C1':'C3'].values.squeeze(), config=config)\n", " fill(f.climate_configs['ocean_heat_transfer'], df.loc[condition, 'kappa1':'kappa3'].values.squeeze(), config=config)\n", " fill(f.climate_configs['deep_ocean_efficacy'], df.loc[condition, 'epsilon'].values[0], config=config)\n", " fill(f.climate_configs['gamma_autocorrelation'], df.loc[condition, 'gamma'].values[0], config=config)\n", " fill(f.climate_configs['sigma_eta'], df.loc[condition, 'sigma_eta'].values[0], config=config)\n", " fill(f.climate_configs['sigma_xi'], df.loc[condition, 'sigma_xi'].values[0], config=config)\n", " fill(f.climate_configs['stochastic_run'], True, config=config)\n", " fill(f.climate_configs['use_seed'], True, config=config)\n", " fill(f.climate_configs['seed'], seed, config=config)\n", " \n", " seed = seed + 399" ] }, { "cell_type": "markdown", "id": "862a619a", "metadata": {}, "source": [ "## 9. Run FaIR\n", "\n", "look at it go.\n", "\n", "You can turn off the progress bar with `progress=False`." ] }, { "cell_type": "code", "execution_count": 17, "id": "161f66b1", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dc9795e026794fd9ba837f0050754cb9", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Running 528 projections in parallel: 0%| | 0/350 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.temperature.loc[dict(scenario='ssp119', layer=0)], label=f.configs);\n", "pl.title('ssp119: temperature')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')" ] }, { "cell_type": "code", "execution_count": 19, "id": "fcc4e4eb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'methane lifetime (yr)')" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.species_configs['unperturbed_lifetime'].loc[dict(specie='CH4', gasbox=0)].data * f.alpha_lifetime.loc[dict(scenario='ssp119', specie='CH4')], label=f.configs);\n", "pl.title('ssp119: methane lifetime')\n", "pl.xlabel('year')\n", "pl.ylabel('methane lifetime (yr)')" ] }, { "cell_type": "code", "execution_count": 20, "id": "97817096", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='CO2')], label=f.configs);\n", "pl.title('ssp119: CO2 forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 21, "id": "6bbd1625", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='CH4')], label=f.configs);\n", "pl.title('ssp119: methane forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 22, "id": "5a447834", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Temperature anomaly (K)')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.concentration.loc[dict(scenario='ssp119', specie='CH4')], label=f.configs);\n", "pl.title('ssp119: methane concentration')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')" ] }, { "cell_type": "code", "execution_count": 23, "id": "0b48aa88", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'ppt')" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.concentration.loc[dict(scenario='ssp119', specie='Equivalent effective stratospheric chlorine')], label=f.configs);\n", "pl.title('ssp119: EESC')\n", "pl.xlabel('year')\n", "pl.ylabel('ppt')" ] }, { "cell_type": "code", "execution_count": 24, "id": "f6159784", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'ppb')" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='N2O')], label=f.configs);\n", "pl.title('ssp119: N2O concentration')\n", "pl.xlabel('year')\n", "pl.ylabel('ppb')" ] }, { "cell_type": "code", "execution_count": 25, "id": "362cea65", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='N2O')], label=f.configs);\n", "pl.title('ssp119: N2O forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 26, "id": "6e54610f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'ppt')" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.concentration.loc[dict(scenario='ssp119', specie='CH3Cl')], label=f.configs);\n", "pl.title('ssp119: Halon-1211 concentration')\n", "pl.xlabel('year')\n", "pl.ylabel('ppt')" ] }, { "cell_type": "code", "execution_count": 27, "id": "08cb3539", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Aerosol-radiation interactions')], label=f.configs);\n", "pl.title('ssp119: ERFari')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 28, "id": "5be36a14", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Aerosol-cloud interactions')], label=f.configs);\n", "pl.title('ssp119: ERFaci')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 29, "id": "3a282249", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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TTy93OELsR2puhBBCvKwXz2EETt3TjTfeSCgU4oQTTihTVEIcnNTcCCGEeFkf//jHyWQyLF26lFwux7333stTTz3F17/+9VEfni7EaJHkRgghxMs655xzuOGGG/jrX/9KNptl1qxZ3HjjjVx11VXlDk2IlyU1N0IIIYSYVKTmRgghhBCTiiQ3QgghhJhUjrqaG8uy2Lt3L8FgUCagEkIIISYI27ZJJBI0Njaiqgfvmznqkpu9e/fS0tJS7jCEEEIIcRh2795Nc3PzQfc56pKbYDAIOG9OKBQqczRCCCGEeDXi8TgtLS2lz/GDOeqSm323okKhkCQ3QgghxATzakpKpKBYCCGEEJOKJDdCCCGEmFQkuRFCCCHEpCLJjRBCCCEmFUluhBBCCDGpSHIjhBBCiElFkhshhBBCTCqS3AghhBBiUpHkRgghhBCTiiQ3QgghhJhUJLkRQgghxKQiyY0QQgghJhVJboQQQhyRbNvGNDPlDkNMQJLcCCGEOCJt3PQZHnv8RDKZ3eUORUwwR0Ryc9NNNzFt2jQ8Hg+nnHIKq1atetl9f/nLX6IoyoiHx+MZx2iFEEKMh4GBJ7GsLP0Dj5c7FDHBlD25ufPOO7n66qu57rrrWLNmDYsWLeK8886jp6fnZY8JhUJ0dnaWHm1tbeMYsRBCiLFmmjnyeedzIBFfX+ZoxERT9uTmu9/9LldccQWXXXYZCxYs4JZbbsHn83Hbbbe97DGKolBfX1961NXVjWPEQgghxlout7f0czyxoYyRiImorMlNPp9n9erVLF++vLRNVVWWL1/OypUrX/a4ZDLJ1KlTaWlp4W1vexsvvPDCy+6by+WIx+MjHkIIIY5smcye0s+p1FZMM1vGaMREU9bkpq+vD9M09+t5qauro6ur64DHzJ07l9tuu40//elP/PrXv8ayLE477TT27NlzwP2vv/56wuFw6dHS0jLq7RBCCDE6YrkYX/v313i+e7j20raLJJObyxiVmGjKflvqUC1dupRLLrmExYsXc9ZZZ3HvvfdSU1PDT37ykwPuf8011xCLxUqP3bul6l4IIY5Uf9z0c36/5ffcvO7nI7bHE1J3I149vZwXr66uRtM0uru7R2zv7u6mvr7+VZ3DMAyOP/54tm/ffsDX3W43brf7NccqhBBi7K3tuB+AjoLz3VvXQ+SzCeKx56D54nKGJiaQsvbcuFwulixZwooVK0rbLMtixYoVLF269FWdwzRN1q9fT0NDw1iFKYQQYpzszaYBSFoKCRPyHaew7udz2fbvteUNTEwoZb8tdfXVV3Prrbdy++23s2nTJv7zP/+TVCrFZZddBsAll1zCNddcU9r/y1/+Mv/4xz/YuXMna9as4f3vfz9tbW1cfvnl5WqCEEKIUbI3kyr9vKPPzbr79gAKu/+tk83uffkDhXiRst6WArjooovo7e3l2muvpauri8WLF/PAAw+Uiozb29tR1eEcbHBwkCuuuIKuri4qKipYsmQJTz31FAsWLChXE4QQQoyCaKaPmGmVnj+xI8Trhn7WDJto9Bnq699WnuDEhKLYtm2XO4jxFI/HCYfDxGIxQqFQucMRQggx5Om2P3H5I/9HTdTNYDDPeavqqIk6NZOqrnP+F45h/ryvlTlKUS6H8vld9p4bIYQQAmBL3xqmd/o4a20Ne6syRBJG6TWrWGSw77kyRicmkrLX3AghhBDptT1sa1/P3PYgAI39XgxTxVJsiqpzq2rXygy2bR3sNEIAktwIIYQoM9u26br3Bf6d2EXOGJm85D0KcX8RgN4NAXK5A0/wKsSLSXIjhBCirOycyU+qf0OXXUS3R1ZLeI0wCZ+T3Jg5SGdkoWTxyiS5EUIIUVbFZI5/hJ4BoCVeM+K1FnUqSa+T3OS0ItFuWYZBvDJJboQQQow727Sw8iYAvQO9FBULbAWjYI7Yb487S1irAqCnIsffnn5s3GMVE48kN0IIIcaVbds8+sWb+c2HP066K8q2vbsA8BR8FMzMiH2TbqimEYBARuen9rN0DBx4oWQh9pHkRgghxLhKbuxmzdYH6Mm0s/nBh9nZ+zz+jEZjfxiLkT03lsuDgXOrKpw0cBUVNrdtKEfYYgKR5EYIIcS4sW2bLfc+Unoe6x5kb3ILb3+skTOfG57XRlcMLN2FrRukXeDRQ6go1A542NmzrRyhiwlEkhshhBDjxoznaWt9HgALm6fbH6E3uhfDHP44chkhjmt5B+np80FRAFD8EQDqBzys73ph3OMWE4skN0IIIcZNMZ5lT3oLAAlfEaM3SuXa3Ih90obNKt9ubN1AGdoW8zu9OvX9brYm9lLIjbx9JcSLSXIjhBBi3Ozd8RxFq4CNTTjtJCyB7Mi5bWzdIKsUANAVKJIh7/MDUBV3kVD7WfVP6b0RL0+SGyGEEOOmdfvDACilPpkDUIZfM9Ui3d4+bMMFugsFBVchy7ad9491qGICk+RGCCHEa2KlC2S3DmJb9ivu29u1+5VPaDvncWWr8EVn4zH9KDYUDRcAgbROT7GTQmHwNcUtJi9JboQQQrwmW7//T/51w0+IPdX+ivvG+gdKP1vKyGQoHQ5gGS7yVQ0AhKPH4E210DiwkKqC7vTe4Mx302fn2dV60yi2Qkwm+ivvIoQQQry8vz1/MwDWvfDG133uoPum03lA44VpcQbqNOa3BqjudpKcbG0Tph7c7xhvrgo8O7BcbgCCaZ3uihT9/U/A7NFti5gcpOdGCCHEqOjs3/6K+1hDA6MGQnnmKvOwfR4AiqqFrvlL+ymWVvpZK3rZHYhi6M7rgYxOt2uAdHo75ktmNBYCJLkRQgjxGoWMauaHTyVv5l5xXyvvfOwkvUWOT89H8zs9NYPBAorivKajolqu0jGq7SJp60T0SsBJbno93ZiWTTIpC2mK/UlyI4QQ4jU5rfZtKLrB9MDCg+5nWSb7VldIeYssSs3hTYXzefiEHjbNBdVWcdk6BUtBNd0jjvWnGqhQKwCnoDivZenLuUkkZEi42J/U3AghhHhN/t7xcxQgVDHtoPulBgdRULAUG033sUrbycnpabyHS9mqdpNyudE1L42tx1IwiiOObU5XMxDowQY0W8Gb02hPS3IjDkx6boQQQrwm+2al2W3uPOh+vXucmYmT3iKG6WaX1sMzZhuaZaCiEvO46XU5FcJGwfnu7VHiAERyQfZEHiqNmAqmdXbnDEluxAFJciOEEGJ0WBbWQZZF6Nz5LOAkN76iD4AOI8OgFQXAVlTmDA6MOGaG52nAImHW8c7EXhTdKUAOZHR2mxaJ5BYsa2QvjxCS3AghhBgdlk0xln3Zl/dudYp/Y4FCKbmJhrJsDTkfRTldx59+ycdS2wA5XwoAd2Y6muEkN7WDbjrsLKZdJJfrGu2WiAlOkhshhBCjQrcU0t0DL/t6T2u3899IjsZCDZai4S3miWSTAAx6A6hZ34hjlL4U/oE2AHrzc/EGnO1NvV7yikVnQSGTeeXJA8XRRZIbIYQQo0IvKgzu7Tvga8V8nuygM1S8tyJPfb6SnmBF6fU1U+awrnkeRXPkJH6uXIzZu9YA0FWYizvSh41CMKMTTOm05jTSmbYxapGYqCS5EUIIcdhse3gJBd1S2bF76wH369i2FmyFjMsk6S0SKgQoWiEALBSemTaPqvT+9TrufIxg0umZGShOweXpxvQ53TdNvR525VWSyS2j3Cox0UlyI4QQ4rDZheGERLMUtg2sPuB+W1bfA0BvRQ4UCORtvpa4ji21LaTcHqeYeKBnv+Nc+TjeTC/YFnnbT1VBwe2rBqCxz0trTiWRkIn8xEiS3AghhDhsxVx+xPNu88D1L13bnQSkJ5LDU/SgDgxSXRzEZeZ4dO7xVMSiHNOxF4D6zFrcZpRAcg+6mUOziriLzgrgwWyYCm8zAHUDbgaKKt1xuS0lRpJJ/IQQQhy2Qmbk2k4xkvvtY9smqcEU4CmNlPJ17aIjWcnJxkZ6/RVcfs/jdLZcCIC7p5tT225HsS0GQwEq4kk86R5y4Spc+UoqXbX0qiruIlQkDLalY+PRVDGBSM+NEEKIwzbY3T/ieULZv24mldpBIeUshJl2m/iKPlrSreQTUB/ZRW28j+7G/yjtH0h1oFl5VLvIzppGAELxTgByxVoMNYs5NGyqrt/DrrxFsbh/UiWOXpLcCCGEOGzdrbtHPM8o+0+oF4uto5B2bhSkPSZ1OS/zT9/NrOP7aWrcRm2uD0tzZh4+ZuNt1PQ+Vzp2S2QKGc2FL+MMI4+aTQT17Zg+Z1RV/YCH1pxKJrtnTNonJiZJboQQQhy2vbt3jHhuWdZ++/R1rQXbWVMq6zI5rftYNsQvIGf5aG4vUBl16naMfJy6ntWo9vA52nz1dPkr8aWd5Gaw2ESlshHD66wQXjfgpj2nEkvsGqMWiolIkhshhBCHLdo/cnZg60WJSaEwyLPPXkj79j8CkHGZBHPVFGJnsyZ1Ab/pu5GKmM2MrigA7tz+tTPFSJguXxW+tDOSKmHWUmvtIOKqBcBT0NCKGht6nx6D1omJSpIbIYQQhy2ViI54bpvDyU00uppY/DkKqeFbUuFcZen1jFXJuuQbqY46k/u5884imVsiLaV95jeH6PZV4srHsClgo6GYBk1KEVt16nh8WY3dsW1j0j4xMcloKSGEEIetWBg5Wkq1hguKi0WnJ6aQMoCheptszYj9N6bfQGPxcQDcljPc+76ZZ9AQiRPwZVk8rZ6HA5UogFJMgF5J3KylQd3ABsOFlsvgy2r0Dd22EgIkuRFCCPEaFF6yIrdatCkWC+i6QaHo9MTQ2wIUSHuK1KYjANT2rCEankHWHaG99mwABut0vhD6EGtrZ7HNcymKAqumXYXa2ATrwJvuJROqJF6sQ3U/ja2fALkM/qzOwFCvjxAgt6WEEEK8BkVlZAGxq6gSSzh1OMWCk3AU4s4+abdJ84AfAHdugIYup06maDjDuvs8Bs/WzUdTbBQFsrZBbWMjU5YuAaA65ozMipv1TNN6sQxnhJUvqxHLv/xq5OLoI8mNEEKIw2bZI+e1cRdUOnpbASgM3ZbKJ5x90h6TUNJZ9dv05AjHRo606lXdADSpXv6vcBmfLlxJVdDDWactYGPlVLwZZ1HOWLGOsFIkoDnn9WU1YsX9h6CLo5ckN0IIIQ7fS3tu8hodfTsBKBac5CabdT5q0h4TNe/00gxEdDypjhHH7lGcXp0PWC5+bZ7LX62laNuiHNcYYnXLcXizzoSBA6YzsV+dlgCc5CZhgmmOXApCHL0kuRFCCHHYbEYmN+6CRvdgKwC5xAC2Bbmhzh1PrkhBc1YC7610sa56Gu7sQOlYb3UlD82fyjkY3IKPOwIRBn6zmdz6Plxnn1nquUmatdg2NOrOc39WJ2EppFIyYko4JLkRQghxSHZvGuDOr62iuzWO+ZKeG29epyfq9MgUcoP0bazAsi1yhsnsLsi7wgAkvCqbjnk71ovWopoyawrhgg3AsehMTzrnjj/UzhvPXUpCKYJtYeEmY4Wp1Z3RVb6cRsJUiMfXjXnbxcQgyY0QQohDsv3Zbvp2J9n5XC+2vW+rM+eMq6AykOkFIJXspnOVM/R79dwojTEfpu4BIO9Seb+vjh2hSOm8pwZCFPtHDi0HKPZlWBA36fFFcOeigFNUXONykhtPXgNToTu+YfQbKyYkSW6EEEIckt09qaH/JrH2JTeKFwDDVEgWnN6YWJeFVdCw3AbbWpJUJp1bUrqVwfAFqEZjuzPgiX7VpOGRvZiDuRHXck13jslvHqA/UjlcVGzWE9FT2IoCgDen0xUfWaAsjl6S3AghhDioROIFnlp5Dt099zvPe9IA9O1JlHpuFNUZBaWZkBmapTjX5WzLeG1sBQI5Z7FLH4M01DUDUOVyc0cgy+8CeZyp+hxa2IXR6Ce0bAoA+T1JCrUNBIaKkNtzi1AUUHWnx8if1ehNj1wKQhy9JLkRQghxUP0DT5DJtNHb8yAA4ZQzKqkimkMZym4UxUlkVBtylo1l5ch3VwCQMgoAuIvOSCmvOsiCY+aBAh+yfCR0mzNVA2UoudFrfdR/5iRqP7oYV7NzjDmQpWbmVGqHVgzflTsZ09Zxu5yPseqom8FsdKzfCjFBSHIjhBDioCzTmSDPtJz/9ulRAHr1fkr3pVRvaf9i0aZQiJPPOvPWJF05sG1s3Vns0qv1MXfKNLSwmyZU/kyQL/iCpeP1Sg+KrqLoKqrPQK9y6nSOmTqbcGwnej5GwfbTnjueKp9z/cY+D9GCTOQnHJLcCCGEOKh81plPJpeJAmDaNoOebgpYqNa+nhsX+1b0MS2bYjGGVnTmrUm6c3izEA/OAsDvaachEiolLW4Uqi6cU7qeXSrkcRjNTuLTEmhAwaa+ZzUAO7JLafQ6t8jqBtwkClAoREe59WIikuRGCCHEQXXv/TcA8ehmANY0PMqdx3+dDdWrSrelQAPFqQ42bYtiMY5tOh8xecPitG4/ieBUAFze3Wiqgl7t9Pa4WoJ45g+vFu5q9I+4vmsouSnGVFKGh6r+FwDoKsylzoiSNxR0SyXf6SWR2DQG74CYaCS5EUIIcVC7cwP8cdBgY86ptVnX8BgAzzb/c3iCYkVHUZzbUJZlUSjEyODsnzMs3twTwVY1PPkBUoazVEJgaSOe+ZVE3jELRVGo++8TCJ7dQvCcKSOu72py6m6Ke1N0h6oIJp01pmJmI15yZILOddUuH7H4c2P3RogJQ5IbIYQQB5XsreVd//4WgfazsUwLbIVwpgbs4dUXlBf13NhDyU1KcW4ZuVQVI+PcdvJmWnkovAwAo95P9aXH4Gp0khejzk/4/GmoLm3E9fW6ofWoYjnildW4Cim0oaUd8mYFlsc5Xo+7SSY3j+E7ISYKSW6EEEIcVO3WM5ihVTBz11LyWZNFe5fxnrX/x9zek1H21ccoWqnnBtuiJ7YH23JGSVWRp4+ZAPQUclRNOe6Qrq/5DVS/4Tx5y7vIaC4qorsASJhNuHTnNpY/ZdCfkLluhCQ3QgghXoGW09jiaQXbIp8tUpmqw7ZSVKYbUfaV3NhqqefGKCps6N0KlrOoVIWWIqnUARBVTM449tCSG3CGhwOcfuzJ/Hjh20u3pvqKM6h1ORP/BdM67fHu19BSMVkcEcnNTTfdxLRp0/B4PJxyyimsWrXqVR33+9//HkVRePvb3z62AQohxFFsY7iNT07/Fn+rf4pYLEvlYC+52E+o6ouVbkvpVrHUc+MqqKzufRh1aDK/kFIgrVcD0GtoLJ4245BjMGqd4mPlLzt5aspCfElnMr+e3Ewa9AFM1UazFbr6ZWVwcQQkN3feeSdXX3011113HWvWrGHRokWcd9559PT0HPS41tZWPv3pT3PGGWeMU6RCCHF06nE79S0dnn56OvcQ7HdW367u2cm+KYo1s/CinhuV9oyNOpT4uArV2IqGYhXoqPLhfUlNzauxr+dGQcHv0tnrjDonZjVRZw+S8ToTAMYHdExT5rs52pU9ufnud7/LFVdcwWWXXcaCBQu45ZZb8Pl83HbbbS97jGmavO997+NLX/oSM2Yc+jcAIYQQr15Cd277xLU0nW3bRry2byS4ZhVhqOfGXdDoSg0VF2PjTTYA4MkOkK+vOKwYjKHkBmB6UWVtVTOqVcBWVCqsPHmPk+1koy4y2T2HdQ0xeZQ1ucnn86xevZrly5eXtqmqyvLly1m5cuXLHvflL3+Z2tpaPvShD41HmEIIcVTT03kueKSJyl6LaN9ubEUffnEou1GtwtBEfuApGNhOLTEF3cYTd2YmtotJZtWEDiuGFyc3c20Pa2rnllYI9xQVLJeTWNkxF8nExsO6hpg89FfeZez09fVhmiZ1dXUjttfV1bF584GH8z3xxBP8/Oc/Z+3ata/qGrlcjlxueJXZeDx+2PEKIcTRyBsvEMzoVPcXSakDoPrAdP6WKpZz70lRTFTbud0UzBm4C85355xhoaerwQMpu8DCxroDX+QVqCEXqk/HShdZiMbvgnW4BzvJeGtIFyrxGc61jYSLZGrLa22ymODKflvqUCQSCS6++GJuvfVWqqurX9Ux119/PeFwuPRoaWkZ4yiFEGKSsZ1RT6plk01nUF700aGZTheNrYBmO3UvnryGayi5qYmZuGJOb02foXLy7JmHFYKiKNT85yJqP7aYhVMqKGgGet5JsBL5amqGFucMpAwSye2HdQ0xeZS156a6uhpN0+juHjl0r7u7m/r6+v3237FjB62trbz1rW8tbbOGvjXous6WLVuYOXPkL84111zD1VdfXXoej8clwRFCiENhWYDiJDf5HPrQ/DUjKDbavgLiolJKbvw5k2zE+TK62+1l7tRX98X0QIwa59ZU7dQw4d3bsU1nksBEsYY6fYCdgDev0dXbftjXEJNDWXtuXC4XS5YsYcWKFaVtlmWxYsUKli5dut/+8+bNY/369axdu7b0+I//+A+WLVvG2rVrD5i0uN1uQqHQiIcQQohXTx0qoNFMKJoK2PsPt1aw0YYm9NNNSreldAvS3hoAWqv8uD2v/Tu10eCn2i5SGFqlPGFWU6FmSLudHqbu7thrvoaY2MracwNw9dVXc+mll3LiiSdy8skn8/3vf59UKsVll10GwCWXXEJTUxPXX389Ho+HY489dsTxkUgEYL/tQgghXjvbNlGHJuPTLNBNHdi/50YBtH1Dp0wbV8GpgYmH52IbftKKRT44OkO0taCLGtxkhpKulF1NMynSvgC+HMT6i6NyHTFxlT25ueiii+jt7eXaa6+lq6uLxYsX88ADD5SKjNvb21HVCVUaJIQQk4Zl5cBy/gZrRQ1DUbAPtKNio1sG4AI7z5QeZ9K9vLsWw8pzb8ii0p070JGHTAu6aMFPSrFwAWmlkiApMt4gDEJ2UMey8qiqa1SuJyaesic3AFdddRVXXXXVAV979NFHD3rsL3/5y9EPSAghBACFQopQKgxk8eU8EH5xamMw3ItjoypFVH06VmEL1bGhlbr1Bor5Xjr1Sk7wHPrkfQeiBgyOxWCnBrVAXg3isQrkhs5vxl1ks534fFNH5Xpi4pEuESGEEC8rn47jzQ313Fg2BX3fMuAedO9pwzsqoNh5NNesFx2toxozyQ8VIC8Jjk7No+ozmI1K1O1GK2acbZaHvNtZXFOJG6QzraNyLTExSXIjhBBHgd6+FbS3/xzbPuBNpZeVTHQNL46JSUHZN6+NG819PKoxG9WYiaKArRRQjWkoOEPCdb0WRdHI2k4NzCkNo9OToqgKjX43aa8bT27QiazoB7fHuW7SRTz6wqhcS0xMktwIIcQkZ5o5Xnjhk2zb/nXi8ecO6dj+7rbhNRawKdr7em5cKIqKK/BWXIG3oag2tlJAUdxE9Eai4QJuzenFySgmlzc9zfT6KaPWJm/QTc7nwp11kpu0VYVH1SiqFqql0NexYdSuJSYeSW6EEGKSGxx8CnNoTphobPUhHdu3t+NFyQ1QHBqJpIws1rUUC1Tn9lPEmMmCZh8epQoAX6iXi3uWooVGr8BXDRoUPa5Sz03SrKbKgpTHGdkV7ZP1pY5mktwIIcQk19f/cOnnWOw5bNtm3borWbfuyle8TdU90AdYpedq3klulJckNyg2RdVJLEzczFBimJpTY6PqObRCAC04esmNFnBhGT7cQ8lNwqymxiySGUpu0tHoqF1LTDyS3AghxCRm2zZ9fS9ObtaQybTT0foIHa2PUCwefMK7eDQB9nByoxWGkhuMkddRLWzNSSwKeJlrv0BODwNguDN45lWiVXhGpU3gjJhS9Crc2SjgzFJcaxZKPTeJ6P4TDYqjxxExFFwIIcTYSCTWk8t1oapebLtAPt9Lb89jbPzNbADOWBbFMCIve3wyn+PFPTf7khvNtF6yp8K+9ReKihd30cBWnY8YtzdL9QeOGbU2gdNzU2GHsIZutyXNahrsDDm30xOVSqqYZgFNMw52GjFJSc+NEEJMYp1d9wIQjC3BHXcKelu33FV6PTXQddDjM0WbEbelTCe5cZkjZwG2VAtVdxKLguolZVYCYOQTBLze19aIA1ADBlNsN1mcHpqUXUXATmLpTkKVSeokkxtH/bpiYpDkRgghJinLytPd/VcAAltPxjvgjF6K9u0s7ZOJ9R30HIXiyJocdWgVcF8mOmK7jYXucvbNa36SxQoAXPk4NeHA4TfiZWhBFzNQiWrOsPMiHgJ2AXSnriefNojGnh3164qJQZIbIYSYpPr6H6FQGEQxK1G7p2F2OIsLF1LDFQmp3r0jjskmk2x8/BHMopPEWC+5+6RYTk+Ju5DBnxo+Nq9BMKiDbWGpbv7oudDZLx+jrqpq1NumBgzmotHtDWPk4wC4TB1bc+p67JT03BzNJLkRQohJal+vjdI1k23xNQzs1sj0eSikDcJGNWGjhlTXyOTm4V/+hL//6AZW/PzHAJjmS0dTOQW7RrFIODbcA6QpRabXhPFk+wHoycx1theS1FY1jHrbtKCLShS6A5Wl4eCK6UEbSm60rE4m3THq1xUTgyQ3QggxCaVS/fT2rgAg2H4SiyrP5piK08ivOZFiwktx3jyK8+aSjHaXjikWU2x6/BGyhsl9m+9lT2IPNgdeYdsoFgjHdpSe65rFlNp6fOkeABqdzhSUQpJARcuot0/16Sgo9AfDpYn8MmYVFUPjZFRLIR0fGPXriolBRksJIcQEt3tnG4mBOAtOPK607R///C6hUA4shVBqBnvUfuJKBrO7mlQxzu0z/gDAJ2ILSsc8v+4KdtelWLHEqcP5/KOfo8UyD3hNVzFHJDmc3CguG29LPe7cGgDUoY8XI9+NO1Q3ug0GFE1F8egMBirx9DoJWtKqpsWKknCZePMayWhi1K8rJgZJboQQYoLr+9VjBA2FvZEIjbOG6moK/wbA238MXquKR9yPkVOKzHcFSaYjvGVlFoDBGc7Ck7Zt09+7ii3NlaXzPj+wngZlzgGv6c5n8WQHqO15lqLuozDDQq/0UjSSI/bT8ntxB0a/5gZACxikMvV4spsAiBdqaSl28qzHSW4GooVXOIOYrCS5EUKICaxYLJJY8mMGvL2EVl1H46z3A+D1RgFwZWqJKilyinN7qejxkrcVPP0aANGCM9rINJNkoy76IrnSuS0sYkaG2gNc15dLoQDHbvwFAC8cdyaqz4Ppz5b28WT7sdUsWmD0h4KDc2sqqAdQCk4PTaxQRwMxCi6n4mIwrozJdcWRT2puhBBiAktH4xR83diKxfrnf0u8r4d8Po9hOJPbqd019Krx0v45QyOvDd9qygwtv5DL9dAbN8i6LVRb4biUM8lfTM2yPwXLNbLQ2F1ZB4aPQMVwchSK7cJ066jesfkerfoNptsayaHELWHVUkGMguEkbqmkjmkeKH4x2UlyI4QQE9je9s2AgqKAouZY99D9xON9GIYzZNvumkePEmcJ6ziPR0kbJgVluEg4x1Byk++hLeMkIVNzDSxMO8mNdoB6YkXxkfeP7I2pqK4Ew8uCig5Uy7kdFI7vwnZpKOrY9KCofoO5lkr/0Fw3WSVM0MxSHEpuCimdTKZ1TK4tjmyS3AghxATW3boaFCdBqWv0smfrKqKxNudFC/xqFbZ3HW9lBUt5jqC+A9MarkUpDA3tzud66cg7ScLczHTmZKYB4M3vv3yBhodcxcg6moaaSvBV06i04c7sRrGKVA5uojaQGu0mD8fhN6hHpdsbRC8M9VRZHixjqKco5SGZ3Dpm1xdHLkluhBBiAssNDI9Y8tfk6d7VxoYNT1K1/e3MfORGUsE4p0fuomCppIs6tf42TGt4UcmCbXHTh97D2kefZPfQ8gmzs1OZk3GWanAXtP2uqdlutJbpI7bVVdZCsA7PRd9lyrJfcHzr1/Cnu/FWj95K4C+l+g2qUejyVeLJOiO8imYIW3cSMjVlkE63jtn1xZFLCoqFEGIiKw7Qv+l8crEmmhbfhZGbQ9/eJzmx7Wr+FF7BI4UH6dFrOH9PLUbGxcql3bRY1YCTdBQpsD7cyZ86ttNZ7SQ9x6ZnYqZ0jk/Ow10sAEVAgaFbWDo69c0jkxtXwJmoT5l3Pi2bX2DPZ24mv1fBVZg6Zk1X/QZVqHT7KvEm+kkGpxA36/AM3UvTcgqZbPuYXV8cuSS5EUKIicyVpX/NRVhFL5EZjzOlZgp57z/Y5mnnuehTLG2twtpYg2o76yjM3VBBQRteUyGpJVm7KAaAasIHO97K7uh2UmaGswdPZWvxSWdHxQO2M2xcR6OyfhovniJPqxqeqG/awstR/lBBon4l1eoFY9Z01W/gQ6ErWIWndxsAcbMWv+7MumwUFDLJzjG7vjhySXIjhBATWF5TsIpOcW+mfwbTG32s7avkTzV/Zv7KAJAvJTYA1bGRhcC+nBuAEzZHmNMVwW3E2RNbh+Vyk/VPxyg6t6UUxYs9lNy4FQgtPRP74ospdnbiPX4xWsXw/Diu6SF80dn4orNxTQuNWds1v3P7aTBUhTfjzOsTL9RTSTtF1UazFJKDB18YVExOktwIIcQEViwM17QUuqajT91DfPsSeqet5bhieMS+ilaHbXaP2ObNuWjq8bBwZxhVVUjl9gCg5nP42jbj27ej6oWhHMlQFVyNEer/9/MHjElRFKouXsDgfdsJnTu2t6UADJebguUkXrFCLbVWnm2eIqG0QTKaPNgpxCQlBcVCCDGR5Yf/jKf6ZpENtHFcbh6utIZiD8854y6Y+LQl+x3uzeucuLkCAMuywHTqVZIvmVVYUdyln1X3cK/Jy/EeU0Xj/56CZ2bkkJv0au1LbioUlbjiZF4pu5o6K0fG7YwCS8RlluKjkSQ3Qggxgblyw7ecCnaIpBpnutFCS1cTAIYa4qSde6mMazT179rv+OqoTUVy5Igmy1/J5sYlVGZfvK7U8Fw1ppsjguJSQVeotxX6dOdGRF4JEDJNMu6hZEeWlzoqSXIjhBATmJoZOVNw8xo/Hv/PqB30A6BbGjWJDDunzcSnDqCo4QOdBo+vvvSzzgmcucMgMjCc0GhKJYrWiOZeTM4/Bg05DIqioPkN5lgqXb5Qaa4bwzTIDeVr2YQLy8od5CxiMpLkRgghJijLypPP6Nh2AXuo5qQrOw9bexhvxnnuSju3mdqbm7H9KXTfOYBTf/NiyUCYYqAGWw1h6LOxQnPpnvOR0usugrhD78bwnUP2CEluANSAi2OLQ3Pd5IbGbxU9FNzOx1sh6Sab7SpjhKIcpKBYCCEmqFhsI/mcm3ziLmyzF8P/RjqZRxgPSnEQgJrBfgDa6xtJdD2DxnSU0GUA5OO/KJ3LlzkR1aiDoY4dX7qbtK8Od/gjWMUOvHmDfaW5Rd/wrbBy06s8HNOhcbu/End0kGSgGdvyUzCc5M5MGSRTW/H5xq6wWRx5pOdGCCEmqB3bf0Y248M2uwCTQuqv9OdhT3YG2DlAYVp/BwDxsJeBOjfYFqpWgaIGRpxL0YaHcs/ovJ8la76NN92NovrRXHNQteFbO0rwyPnoMGp9BFHoilSVem7yZhjT5Xx3t5MaqdSOg51CTEJHzr9QIYQQr1qhMEis41HyuZGjloqFTXTHFwJgawFctkXW7eW0qq0kfAE8BadHR1FefJyKphbpdhdwK3Eadj2BUcwwZffDpT0sZbj+JlB/4LqdctDrnHtkiUgYI+dMRpjI16IZzsebklNIJ/YvpBaTmyQ3QggxAXXuuQ8l7qNQHPln3CrsIp0YKg7WPAAY/mrePO8Uin6TgN2z/8lUP4t8f2dh8Ie8s/ifuPNOklDf/XRpl6wyPKKqsnHa6DbmNTDqnJl4vG6d7NDQ93ixmoBqUVQtFCDau7eMEYpykORGCCEmoPiuTaQTDZhDo7UNS0ezVLCzmNktQ9ucP/GJiJ/Tmk6juTpAxNO937kUxU9FfhcX6k+Q6x9eKFOzChy74adU963Dtv5FvbGJ43x/o7Zm1tg38FXSqzygKURUFwnVGTmWsmqotookfU4xdbxHZik+2khyI4QQE1ChQ2F25gxMy8lu8i6bqmQWANuKAlA/4BTVdiydgltzc0LDVLw+p8BYtYdXBteMGaSfcCaEycWcWpX+Rud2T23f8yzc8BNSbmg871sob7iXlurZY9/AV0nRVPRqL822Rr/uJGZppZIphTxJr/PepAbS5QxRlIEkN0IIMQEZuyqw3DuxhpKUrG7gzw6M2Kc2NkiyKsC5n/4iADPqZpM1nAQoYu/GFXwfuuc0NM9JeDN9FLMq+biT3AwseMlMfZpC2qeTd6nUhGrGtnGHyKj1McdU6PT4wLawFJ3ZGY2k1+m5SfSbr3AGMdlIciOEEBOMbduoxUo0bTuW5SQrOT1C3m0yJWqA4kZRK6hI9FJ1ySWEvc7yCnpkChl/Nwu8D7KYO1H1OnTvqbgKaRRsNnZPJZ90kpv4PA+mMvwR4VYV7ttyErdvXoihHnzphfGm1/o4PmPT5a8o1QtVF1WyQ/lZNKpj2/ZBziAmG0luhBBigrHSRVS7Al+xHdtOAZBx+TAqp3JM2xY03yKaMy24CynqTl82fGCkhU5PkGXhW/C5W0ub9yUE+Q0q2AqWplBorudvS4fXoqqsCdPTYjNj8aJxaeOh0Ku9zM8qdFVU4xoaMaVZBpbLKYLOJQxMUxbQPJrIJH5CCDHBFPszuPJB9GQW23JqZbKBEMHQFJQ1W5jS/jvmO4t745n6osnrPGFiHi+kIOoNwNCakqF4KwD+hFOjMxgIMGf6OTS/73r+dswizJ1elp9Rx52v/8F4NfGQ6FUe3Cj0VFTh7thNAjALfnQtC9iQ0cmmugiEg+UOVYwT6bkRQogJJtc9SI93L18zmgCnnsSorqMwvxGAuR1D+7k9aMGRH+hqZQ073U38ada5HPvCz6jqW0/TnvvZ1dBc2md3oI7ZzSehKjbHH7+WEy9YSaRy5KR/RxK9ygtAxh1ALTg9NIlsNRVDt8/0vEq0c1PZ4hPjT5IbIYSYYNLtHfyt6j56stUAKPioaa6HxdMBGBoRTcEf2u/YCn8Vp536W26d8U5qe59j0YZbiKkGz81bUNqno2oW1RVz0bThRaRcNRVj2KLXRvXpKB4Nn6WSHGp8PFdFi2VT0CwUFHp3ry9zlGI8SXIjhBATTGHXBjpde5na1wQ4c9xMnTmNRTNPp+gd7qnJRar2O3a+y/nwX5LeXtqWdPvYOnN4eLfS3IKqupk+/b+Gtx3BHxeKoqBXe6ktWPQZTm9NqljJ7GK+NGKqc68swXA0OXL/tQohhDggM9pJt5ajOukkL558jum1jTQHm4lFhodpZ+ob9jv2tIDBfWs/zs+6hhfNTLp9zD3r3NLzwCynB6il+QO4Xc7q4X7/kTO3zYHoVV6mZmGvx5mxOG1X0GDHyXicZG5P3/6TF4rJS5IbIYSYYAq2TapYhavgfHBr+Qz1IWe9p/7G4YTGmrb/SthK1QxOja2j2uPjoZknAXD7+f+P986bwv+cfiU/XHwh1ac421VVZ+nShzhxyd1EIieNdbNeE73KwxRUdvojAGS1CBE7St7tfMwNDE1oKI4OMlpKCCEmELtYpB+VuuiC0kipvTX1VAWGJnVZMB9WPwlAYO7c/U8w901w9udhzhu4vqbIT7r76ZtSx7Sgl9jchawfSPPJpuGFMTXNRzh8/Ji367XSq7w0oLAjVAExyBtBgvHk0HBwm2xSecVziMlDem6EEGICsbY+zh5dpSbZjG3FAdiw4FiCbue7asPJp5X2rVuwYP8T6C44+7PQeDyWx6Bvaj1zs+sAuPl9J3DTe09gbv3EGzKtV3moRiPtU8G2QFGxoh4U3RlJZafl4+5oIj03QggxkWz4I3tdYRq7pmFbqwFomzoXVXF6JmqOmUeHJ0RRUTluavPBzkRV9w3gO4WFQWdSnGObwhz7ol6biUQLuqhEAbeKbWZQdD/JTBVBzfmYM7I6dtFC0SXJORpIciOEEBOFZcL2f9DpWUZj7gTydg4Awzc8KqqxNsSl//F5NE3joYDnoKe7+piz+d3m3/G5c24f07DHgzqU3Fi6RtFKY+AnWaykQbUoAN68RrKrm2Dz/kXWYvKR5EYIISaIwuYXaM/Mps8/SKPtTC9cVHVmNwwnN25d477PvhFVAU09eJ3Jh477EB867kNjGvN4UV0aEUPH1IpkKWIAKauSKXaUzZqFYao89/zfObP5g+UOVYwD6Z8TQogJILsjyu5f9fNn4xR6LKtUb5MMhDm2dmSNTKXfRcTnKkeYZWWEXLhUhaRiAZCmkhpleDj4xu3/Lmd4YhxJciOEEBNA5vleVnk38tvm+2jqry6NlOqrqGFBwFvm6I4MasBFQFUZ1Jweq7RaRQUxioYGQE9c5ro5WkhyI4QQE8CGgee4fupPyGo5pg00YBedD+pouJL5/oPX1hwttKBBFQp9hlNxkdariNgxbM1JbuK5dDnDE+NIkhshhJgA7sjfg6XYNGfqqErXYRa2AdAxfT4tnqPvFtSBqEEXtZZCp8/pycq6K4nk46A570+uUChneGIcSXIjhBBHONuy6dD6AahKV5OhAHYOVVEIz16AosgEdQBawEVtAfqDzvpSOXcE0jZu1enJMYtlDE6MK0luhBDiCGfGcvQYgwAcl41SMNsAsGv9zA/5yhnaEUUNGjQWIRHUwbawVZ1krpLI0OtaQSGRT5QzRDFOjojk5qabbmLatGl4PB5OOeUUVq1a9bL73nvvvZx44olEIhH8fj+LFy/mjjvuGMdohRBifBV7MxQUE4DjNvixCjsBGJzRIMXEL6IFXDQXwfJoKIUkAPFsDRWaczvKk9dojbWWMUIxXsqe3Nx5551cffXVXHfddaxZs4ZFixZx3nnn0dPTc8D9Kysr+d///V9WrlzJunXruOyyy7jssst48MEHxzlyIYQYH/3tHVgUOX+VTipRA3YWFY2u+mYWSDFxiRZ0MbWoYHtULNNZKDNerCGspQDwFFRa461ljFCMl7InN9/97ne54ooruOyyy1iwYAG33HILPp+P22677YD7n3322bzjHe9g/vz5zJw5k0984hMsXLiQJ554YpwjF0KI8fFM+5Octc5DfV8T7T5nqYSwz8UzkYXMk56bEjVoUFMA262VZm9OmjVUac6tKHdeY9fgjnKGKMZJWZObfD7P6tWrWb58eWmbqqosX76clStXvuLxtm2zYsUKtmzZwplnnnnAfXK5HPF4fMRDCCEmksdzm6jvH5nEPDjlHFJ6mJCulSmqI48WcOEzwXappHCqh5N2NTV6DAB3XmX3wPZyhijGSVmTm76+PkzTpK6ubsT2uro6urq6Xva4WCxGIBDA5XLx5je/mRtvvJFzzz33gPtef/31hMPh0qOlpWVU2yCEEGPJLpisc3fhzY1cLWfdgvksCIbKFNWRSdFVdJ+OpqvEhnK+tFpF3dBIMxWF/oGOMkYoxkvZb0sdjmAwyNq1a3nmmWf42te+xtVXX82jjz56wH2vueYaYrFY6bF79+7xDVYIIV6DxJ4EA3oU1XKGN6v6NJKhcxisjXBKtSQ3L6XX+XBpKn26835l1AgRJYWlOR93ifhgOcMT46SsC2dWV1ejaRrd3SOnxO7u7qa+vv5lj1NVlVmzZgGwePFiNm3axPXXX8/ZZ5+9375utxu32z2qcQshxHj51a5uvNkUpuIkMob/DTx8ehiAY4JSb/NSRr2foB2ly+eFHOT0ELYNaCqYFrl0ttwhinFQ1p4bl8vFkiVLWLFiRWmbZVmsWLGCpUuXvurzWJZFLpcbixCFEKKsfpKN403nQVFAcVN0ZdnSEqLGUlheJT03L+VqCBApQmc4AEDeFaKYVVGH1psycxamZZYzRDEOytpzA3D11Vdz6aWXcuKJJ3LyySfz/e9/n1QqxWWXXQbAJZdcQlNTE9dffz3g1NCceOKJzJw5k1wux/33388dd9zBj3/843I2QwghRl3KNDm+r4uMUw+LolWzt07BV7D5+owG/JoUE7+U0eCnepdNm99ZcsFWDVLpEC4N8oC7oBHNRanyVpU3UDGmyp7cXHTRRfT29nLttdfS1dXF4sWLeeCBB0pFxu3t7ajqcAdTKpXiox/9KHv27MHr9TJv3jx+/etfc9FFF5WrCUIIMSY6klnOev7fRPfUAKCqVexoDNLcmuYNr5cP5wPR63xEilD0aihmBlvzkMhU4tIs8oAnp9Kf7ZfkZpIre3IDcNVVV3HVVVcd8LWXFgp/9atf5atf/eo4RCWEEOW1fVsb0Y51peeKXkd/wM3Pli3CLUPAD0h1aTQqGng0KGZA85DMV+DxmyRxZinuz/RDRbkjFWNpQo6WEkKIyc6yCux+fhtONSwYvvPxqs00KUXm1AbLHN2RbYrHwHarFOw8AKl8BX7d+dmX0+hP95czPDEOJLkRQogjTG/vP/nXYwtJdXQCYCsamnsBAauTmeHaMkd35GvxuLHdGlmcwuGUWUHIcAadBNI63f0y181kd0TclhJCCDHs3ys+ze7HmlCVLZiAhjPyx9B6afEHyhvcBDAl4MHOaaRUCAAZO0K1KwUECWR0ugdayxyhGGvScyOEEEeYtkfryPR7MPu2AaCpTm9NujZFg1/m7XolTWEPiqEQHZq4L0uEasNZX8qb1+iJtpYxOjEeJLkRQogjTCI/slPdNmpRrALbZntpDMoq4K/EE/FQbav0u5zh4Fk1TERNYg3NdZOI9pQzPDEOJLkRQogjTJ+3OOK5ooWpLmzjobpTaKqQWYlfiRZy0Zy36fE4iWDOCOEtZCm6nCUZcgmZpXiyk+RGCCGOMDquEc8VNYwn2E6Hu4HqsCQ3r0QLumjK2Az6nGQm7wqi5GwwnB6xQsYmmU2UM0QxxiS5EUKII4znJavJKGqYZ+dWU5M30XT5s/1KFF2lyYS0x3mvCq4ghayGe2gxTV9G458bHyxniGKMyW+JEEIcYYyC8qJnOsF0L/fMPIla0yhbTBNNs6qT8mpg29iKRiofxmM4cwYFMjp/2/W3MkcoxpIkN0IIcYRx5Yf/NCt6PbNjf6HfXUFYkT/Zr1adoWN6VBQzAzgT+fkMp5YpkNZ5JrmaF/pfKGeIYgzJb4oQQhxBLNNEHVq12ghcSGN2BkVvNwBRl3KwQ8WL1Pucifws0ykeThUrCbmcWYojKReWbfOf//xP9ib3ljNMMUYkuRFCiCPIYLybfSnMvJ2Ps/CFX7K1aToAcxWZd/XVqg+6wKVSHFqCIW1GqHClARXdVJiZ8TGYG+T+XfeXN1AxJg4rudmzZw/JZHK/7YVCgccee+w1ByWEEEerbV07h37S8BSSKNjU0cSF7Xk+U19d1tgmkoqgB9VQyeHcikpbEUJKEt3lB2DO0GCpvR3t5QpRjKFDSm46Ozs5+eSTmTp1KpFIhEsuuWREkjMwMMCyZctGPUghhDhabGnb5PyguDHyzt/XGm0B33/rQlqOlXWlXi0t6CKAQlpxiogzRIhoMXA7yY0v6hRn9wx2lS1GMXYOKbn53Oc+h6qqPP300zzwwANs3LiRZcuWMTg4WNrHHlrBVgghxKFrb90BgKJ4cBWc5ManhdErZWbiQ6H5DCpRSAx9ymWVMAElSdHtvI/uQTeKBT0FSW4mo0NKbh566CF++MMfcuKJJ7J8+XKefPJJGhoaOOeccxgYGABAUaTgTQghDpVt2/zlu9cT3+sUD6O4iVfAk6edhkeXIeCHSvUbNFoKUV0DnCUY/FaWrMd5L10DXt7/4BTsvv5yhinGyCElN7FYjIqKitJzt9vNvffey7Rp01i2bBk9PbJehxBCHI5odydbn34S0s5IKUVx8cybZzO3/o34IrIS+KFS/ToNeRjwOrM95/QwPiuH6RnuAdNshfp2l9xxmIQOKbmZMWMG69atG7FN13XuuusuZsyYwVve8pZRDU4IIY4WuaH6RT1vAaDaOpWuDNOtOjw1FQc7VByA4tKoztt0h30A5I0gFMGjm+jq8MrqlTEX/bHucoUpxsghJTdvfOMb+elPf7rf9n0JzuLFi0crLiGEOKpkEnHCRjWunNOLoNkQGrrLr8l6UodMURRqUOkbSm6cJRgMAkqaqXVn0OKfB0AobbDlhRXlDFWMgUNKbr72ta9x1113HfA1Xde555572Llz5wFfF0II8fIyA3Fe33gx+tCC4JoFVSknqVH9UnNzOOo0jXRQg6FJERO5CAFSKIEKjo28jmjAmQNnx8anyhmmGAOHlNzouk4oFDro61OnTn3NQQkhxNEm1RVFU3V053MYHRtPvgkA1SvJzeGoM3Rsn4FWTAOQylUSIE1SyRA0Kon5nUyyt317OcMUY+Cwpru0bZu7776bRx55hJ6eHizLGvH6vffeOyrBCSHE0aI/OsCV53q56JfObSnVNvGpzc7PPpmZ+HDUGzq2W8M2M0CQeK6aACm67DSKolDwOSOpit0WO3Z8l5kzry5vwGLUHNYMxZ/85Ce5+OKL2bVrF4FAgHA4POIhhBDi0PRb3Uxdswl16LuiTpGqtLPsgiQ3h6fCZ2AYGjnL6bkZMKcQIMWAGidHAbc3AoAec7N9yy10df+ljNGK0XRYvzF33HEH9957L29605tGOx4hhDgqJew0S599CkVxhi4bShHFdH5WfXJb6nBoPheVaZsYWaqBAabToj5LEXhB202t2kjUv5lIyiDV5WXjxs8RDi3G620pd+jiNTqsnptwOMyMGTNGOxYhhDhqJXNZVL8GdgEUDwHNRhlaQlN6bg6P5jdozNh0epz3MWpMQXUXAFivt9OgNNFd6awantzrw7azdHf/tWzxitFzWMnNF7/4Rb70pS+RyWRGOx4hhDgqBfpT+HTnQ1gzZuM2+kqvSc/N4VH9Oi1pix0RZzh42l2Lz1JJ6WkKionL8tJdmQMgsScCQP/A4+UKV4yiw/o68K53vYvf/e531NbWMm3aNAxj5C/emjVrRiU4IYSY7FJruon/s41js36ejmuASeNggoope0r7qF7puTkcqt9gesbmX7VVuHsHyHkqMaIBcuEcfnyYpkJ3rdNzkx3UKGZVotFnKRYT6HqwzNGL1+KwfmMuvfRSVq9ezfvf/37q6upkPSkhhDhMg/duwy6aFAuAnQfFx4Idj1CcO/ylUVHlb+zhUH0G0zMWyVAQX2oHOU8l0fRUIu4QqJCyC+TcMBjIU5F0EWsNUjUvRl/fI9TX/0e5wxevwWElN3/729948MEHed3rXjfa8QghxFHDjOWgaFMw4rRlnbX5PEojmr2e3soGqhNlDnCC0/wGzWkbu0bDykcB6M9PoT6r0eODPiVBVTFCa0Oaim0uojtDVM2L0dZ+qyQ3E9xhJTctLS0HncxPCCHEyysWTB7+3V+Z6q7DD2SsQfpTUQBC+RBJv4vBmtkET2jGPUOm1zhcatBFY1HBdiukFGd2xJRZQUNhPXuVKQBUFsK0NrRz/LYIid0BcnEdVd2JbdtyV2ICO6yC4htuuIH/+Z//obW1dZTDEUKIyW/XC6soVvwPHXwJG5uOzFbnw1QNE87k6Vvgw1MMEn7jdDxzK8sd7oSlqAr+ej8uFKKa83GXsSpoym8nrzqFxN6il1igSNZwkp/u56qxrCzdMufNhHZYPTfvf//7SafTzJw5E5/Pt19B8cDAwKgEJ4QQk9G2jX/lia3vJpztpK7xCXKbnDWOFL0Rb3aAwpIMVUVZLHM0GI0BAtksUV0jAGTUMBVmFHOoJ8c0naQnHtDwDEKq23nfN2+5Vm5NTWCHldx873vfk+46IYQ4TOs39nP7sito7u/mBN9nSG08GwBFDaLnW1EWJLCerypvkJOEqzFAZHsfg7pGM5DTQvjNNJqpUVSKaJbz5TwRUqkdtMjHXdg2mGaCXL4Pt6u6vA0Qh+WQkpuHH36Ys846iw984ANjFI4QQkx+G5pnY6oabTWNxNZWkLDjAChKgIyWZtaaa0iYgTJHOTkYTQGqN8GAzw22ha3ooLrxWl7agu14h3rIBiM5aDOwTZV8wsAdKhCLrqa29rwyt0AcjkOqubn88supqanhve99L3feeSfxeHys4hJCiEmpWEzhDw4Pg9rZdRrZQhIARQ2QMSx80blUhrVyhTipGHU+avM2g8EQRiEFQFENoCgKnb4BfEVngr+9FbHSMYk9zraurvvGPV4xOg4pudm5cyePPvooCxYs4IYbbqCuro5zzz2XG2+8kfb29rGKUQghJo1kchMJI0xLx06CiShbpzVTyBcBcJkKircCgMopx5YzzElD0VWadY1oKIQ77yQwOS2EQR5TKTg9NzYMeFOgOAllYo/TazYYXVW2uMVrc8ijpRYuXMj//d//sWrVKrZv384FF1zA3//+d+bOncvixYu59tprefbZZ8ciViGEmPB2//sPqMkc7/7Lbbzz77fTVefHLtgAePI5Kt0NAKgVMkPuaJnudRMLh3DlnbsNOSPMjHwr/qJBRs9QlasCBfIeZ6HS7KAbbCgWo6RSO8oZujhMh5Tc7Nq1a8TzpqYmrrzySu6//376+vr4whe+QGtrK+effz5f//rXRzVQIYSYDLZue46mLmdphaqBXqKJfaOiFPzZJC3eptJzMTrqfW5SQT963rkdmDErWFZYib/gZ8A9QEPaSSgHws7w8EJKp+f5GlofamRwQL6sT0SHlNzMnDmT6dOn88EPfpA77riDPXuG1z7x+/1ccMEF/OpXv6K7u5srrrhi1IMVQoiJLpb0UdvbXXp++vqhhRoVP4FUF7q/FgC90l2O8CalWp8LPBqYzmLPSbOSOt8AM7IuBt2DpeSmtbIXgGJBpWt1JdEdYVpfeLhscYvDd0jJzcMPP8yll17Kzp07+fCHP8zUqVOZPXs2H/nIR/j9739Pd7fzC6tpGjU1NWMSsBBCTGTpVAAjmik9r929G3CKif3pLnIn9BJ520w882Uo+GipCbqxXRpFa2gF8HwligKn5KNEchGChSD+gp9YwKl9slQbq+h8PG55pI14b0/ZYheH55CGgp999tmcffbZAGSzWZ566ikeffRRHn30UW6//XYKhQLz5s3jhRdeGItYhRBiwsvlvJCO7bddUQMYue2o8zUCSxvLENnkFQm6UQyVnO0kLynbKdqeb+1gevICTMXiuIHjSBidAOjW8Pf+aKvOLz/9Ud7yyc8y4/iTxj94cVgOaxI/AI/HwznnnMPrXvc6li1bxt///nd+8pOfsHnz5tGMTwghJo1iMYFl6U6XueJH1Wqxik4to6L40LQ87krpsRltetiDR4XM0KzEacV5jxusHlAhqRdoSjdxYv4MXlDvRLeG651Uf4FCCp6889eS3EwghzxaKp/P89hjj/GlL32JZcuWEYlEuPLKKxkcHORHP/rRfkXHQgghHKn4Tny202ujajXovmWl11zFAr7AFNyVdeUKb9LSgi5ClkKCHNgWWa2atBnGr2fxksXtdOiwV4tiG64Rx9pDRcYDe3ZjWeZ4hy4O0yH13Jxzzjk8/fTTTJ8+nbPOOouPfOQj/Pa3v6WhoWGs4hNCiElj98rb8UWjZNFQtBpULUKQRSTVdtLBEP6mt+MNNpc7zElHDRhUFmxibhd1qb0kA820x45lXuWTLGArq+2FAHSrUeqVeuLsLh1rZnU0zaZYyBPv7SVSV1+uZohDcEg9N48//jhVVVWcc845vP71r+fcc8+VxEYIIV6ltvWrUZJDi2RqIQAKFa/HHb6MwXo3VtjG62k62CnEYVBUhZoixPxBItHtAOxOHQfA8dZ6AIqqhalY+N2REcfaKR13xOm96d8jk9VOFIeU3ESjUX7605/i8/n45je/SWNjI8cddxxXXXUVd999N729vWMVpxBCTHjd8QA501moUVFDI147qTAF05tA12XyvrHQoKjEAgEi0W0A7MFJburtPhTbImY4I9iiXnvEcVpOxx2W5GaiOaTkxu/3c/755/ONb3yDp59+mr6+Pr71rW/h8/n41re+RXNzM8ceK1OGCyHEfmybZCpARnWqARR1OInJaRlOsBopVveXK7pJr8nlIhoIE4k5PTdpo5FotgZdszjOswFPxg9An8epq7FUnYJmAWD4nG09bTJgZqI45ILiF/P7/VRWVlJZWUlFRQW6rrNp06bRik0IISaNjl0/h4yKOfRXN+UeLk5NemKoioIyJ1um6Ca/BpdBT1UVrkKSUMxZUuHBgU9h2hqvG3yWYK6aopHF8vjwV8xFiZxMeijR0Yb+X+3e9jiWVShbG8Srd0jJjWVZrFq1im9961u88Y1vJBKJcNppp3HzzTdTX1/PTTfdxM6dO8cqViGEmJAymd3s3PRVIilnVWoUN9uCA6XXm6nErioy88T/KlOEk1+9x8WeugbagnUs2HwHmpKmT53L5sw5ROwkqeok3Z4kKAq52gbeFjmJpNcZRrXBgr5wjuyARnRwdZlbIl6NQxotFYlESKVS1NfXs2zZMr73ve9x9tlnM3PmzLGKTwghJrxUahvFuAvDjAIhFDXELqsS1VUkZCm8TXcTPmEmLpfMcTNWmoJubI/Ov5oWc8nmB6lPPkaH/3x6CjM5JvxP5hsv8GDeA8CgkkS1NfIeZ76baI+XFxb18fbHmti67jecuuzUcjZFvAqH1HPz7W9/m02bNtHR0cGvf/1rPvShD0liI4QQryCV3kF6IEg67/zJVdQQe+0gJ/o0GgIKMxQdz7zKMkc5uTVGvNhulceaFwMQbt8LQH92CgBnxFbjLXrw2y5QoEuNsrvRGdk2c6+fguYUGrdv2DD+wYtDdkg9Nx/5yEfGKg4hhJi00qmdxOMBlGIFGAUUVUfXi7zZciaMy7tMjAZ/maOc3LwRD16Xxp5gDXv81YRTzlqIA9YUbBumZDqZEgJNAyzoVAep9DSyt6qXxn4vx+wMkTVMom02hUICw5BRbUey11RQPFpuuukmpk2bhsfj4ZRTTmHVqlUvu++tt97KGWecQUVFBRUVFSxfvvyg+wshRLml0jsY6PdQ1H0AFA0dv6tYet2caqCoyssdLkaBFnZTZYIdcdEerMOX7gYsCoqfjBVGMyzOtddT0Jxh39u1Lpb3vg612unZmdURIOEtkuz00d52exlbIl6Nsic3d955J1dffTXXXXcda9asYdGiRZx33nn09Bx4FdZHH32U97znPTzyyCOsXLmSlpYW3vCGN9DR0THOkQshxCvrTffSE30epQeyhgbAoMtD5YumuamcLxP3jTXFo1GftzFrPLSH6tCsAm67D4De1FRUHZYWn6NoZQlYHrJKgW308R+ZC8i4wVVUsd0WdlFl57qHytwa8UrKntx897vf5YorruCyyy5jwYIF3HLLLfh8Pm677bYD7v+b3/yGj370oyxevJh58+bxs5/9DMuyWLFixThHLoQQr+xX62/CTFRRPRinQAKAja46jp0WRPHroEJ4vkzpP9YURWGqrWJVe9gdcNbv8mW7ANi1dQ6WqaACx1urOdOaS8R2etmSRpz+ioCzf86ZgLF3l0xYe6Qra3KTz+dZvXo1y5cvL21TVZXly5ezcuXKV3WOdDpNoVCgslKK8YQQR56Nu5/it1vm4c5EgAIoHp5zT+HNC6dQe8VCaj68EL3CU+4wjwr1qo4d0OmorAHAN+jcIYgqzfTvdBKYE83tfGz611kdXgfAoJokH3B61vxxp+ct1WWQTssi0UeysiY3fX19mKZJXd3IVXDr6uro6up6Vef47Gc/S2Nj44gE6cVyuRzxeHzEQwghxsNgdpBkr8bxfVXEvRUAKO4KQmqR06bNxKj3454WLnOUR496QwdFoWN6IwChmFPOEAtOJbPX6ZWpUQZpSDfS7XESn141TgXN7K5Jo+DURaW6Pdz59FWYskr4Eavst6Vei2984xv8/ve/549//CMez4G/+Vx//fWEw+HSo6WlZZyjFEIcrVbuXUlltppQLEZ06E9U1hekRc/i0l3lDe4o1Ohz3vPo1Bp6vBEqolsBSASnEh2sxLZAUeC0mI9B96Czr5LkHK2GtXNiQ2exMXM6Ru8url91fTmaIV6FsiY31dXVaJpGd3f3iO3d3d3U1x/8HvR3vvMdvvGNb/CPf/yDhQsXvux+11xzDbFYrPTYvXv3y+4rhBCvVV+mj3f86R1c8/g13PjcjbizEazcLvKqU2/T5m4m6MuXOcqj04yAF4BihZdEyIcnFwV6UBSF3shC0gNO8vOOzC7yah4DFVsBd9HLYKhAR3UGhnpvXH0enmj9I7ZtH/hioqzKmty4XC6WLFkyohh4X3Hw0qVLX/a4b33rW3zlK1/hgQce4MQTTzzoNdxuN6FQaMRDCCHGys1rb2Z7dDt/3flXOuO7US0dM6cCNooa4Qn3dNqaZNh3OUyJeKnLWKAq9NVEAHANrTPVXn8S6S4nuZmhbOGEvhMo6k4SulZroylfR194OClN93h5nS9BopAY30aIV6Xst6Wuvvpqbr31Vm6//XY2bdrEf/7nf5JKpbjssssAuOSSS7jmmmtK+3/zm9/kC1/4ArfddhvTpk2jq6uLrq4ukslkuZoghBAlWwa2lH4+u/uNxKu2AdMA8Gk+MopBsEJqNcpBD7s5YdB575+ZeRwAzbvXAJAIz6G/36n/1BSLY7JBurUBikqRXi2OPxdkMDic3GQH3CzxmXQl2se5FeLVKHtyc9FFF/Gd73yHa6+9lsWLF7N27VoeeOCBUpFxe3s7nZ2dpf1//OMfk8/nufDCC2loaCg9vvOd75SrCUIIAUDezLNtcGvpuZEOo5k6BSUDgOJNU6GkWBisLleIRzUt7GbJgJPc3L/obExFZWrfRgxPO5qi8s+WT2AWFFQNptir8Zgenqh/AgBP3sdg0FkR3FRsngrn6CoodPc+RLaY5ea1N/Ncz3Nla5sY6ZCWXxgrV111FVddddUBX3v00UdHPG9tbR37gIQQ4jA81/McGTNbep42YlTtbcG2doENz4WnUvBoXDD35esExdhRfTpL4hYAmbowOyobmNPfgWquAPtiVF8LO3uPZ3bjGo4p7mG7+gYGXAPk1DyhQph4ZQFTtdEshW2Nabb3evhC+BG+8u9e/rzjz9y77V4eeqdM8HckKHvPjRBCTBYr946cn2vA30Gw3xli7LHdPKUvJB7SWdo4pRzhHfUURWGayyjV3aytnwOAp20A3e3Ma9ORmg/AFNJUB2L4i356PD1EchFsFaIBp/emImGQsBV2DW7hzzv+DEB3upuiVTzAlcV4k+RGCCFGyTPdz6CZCm94rpLpe30kXXFcGefPrM+2iBOgqXKgzFEe3fSwm/M7nQRl9QKnB23q7j68Va0A9JnTAQgoeSL+XYQKIXq9PRi2k6Tuq7tp6nVGXv1mQBtx/va41OAcCSS5EUKIUZAupNnYt5EZHX4aO4OctbaGpGsA1XRug9ia89+L5tSWM8yjnhZ289a9Tu/Kc6ctJqfpVGfiZG0naen3TsPMKygK1HT3EM5W0utxlltY3LcY2+tMWFQddUZWxa2RH6PbotvGqyniICS5EUKIUfB87/MU7SKR/PA3+UJBxbbTAOz2VqFqJm+cc0y5QhQ4yc20lMXUrE3B4+GFeqenJt/q1EoVXZXE+4IATDcHqM5UkzSS5DCZmZjJ69JnARBMD5esuhWVt854KwDbo9vHszniZUhyI4QQo+DZ7mcBqH9RcjN/Tw1YzpIvj4eOx9e0i5mVU8sSn3BoYafH5fSh2UNWzl0MQP2OXlQlDopCV3QGAHVaH6rZBApsCTk9Mq3eFOCsEq6ZznxF890W86ucWp1tg9JzcySQ5EYIIUbB6q7VADRkh2esndIbwLacSd4GPJUcP89EVeTPbjlpYTcAZ0Wd24RPnuZMGDuvrx2f11lrqjfr9Oa4zTytxzYSzIfYEdmMrxCiaGioqoGCQkXcqcNZ4MvR5HJuV0nPzZFBfsuEEGIUbOxaD0BFbniCvkDKAmxAYXogwTunH1+e4ETJvuRmcW8BxbTpbKwn6fKg2Ram6qwn1eFejG2CqsF3nvo2weJMLM1EM4OgKNhuPwDH7ArRXFBZ6DUxn3sEcAqKO5OdB764GDeS3AghxGu0ZdOzZFSnIFXLDddiWJaz2GJR0zEqi5w35bSyxCeG7bstpSUKRDLOSpl7w86kioXcLsBioGoh66LO/6uqtgFmFH0ArK5chWIr5DzOOaZ3+fl/WyMU9vpQIg8yl0psbL7w1BewbGv8GydKJLkRQojX6OF/3snCbWHe9kQT0Uxwv9cH/T76ZlXi1txliE68mOo3QFPAhqlDI53aqxsBsAZiHOO7H4DHix8laVbhrShw4dr1aJbG+rp/U2dXYLm9pfMldvvZ8bep9G+J8K6KBB7Nw9OdT/PI7kfGv3GiRJIbIYR4DdLxGC/sWsMJ2yJUxHXSB1gkeiDYwHumSGJzJFAUBb3CqY851dLBttnR7BR5+/oLLKq4E4NeFNvPnwe+iFLjZkZ7F7VpJwEKaSFMz1ByY4M9lCD1baikKhDjrU2vB/af0FGML0luhBDiNejf007Wt/+fUs01vMRC2ruXsxsXj2NU4mD0aic5OVU1ULsytDc3A1A1mOSU9I8g9CAZ8gyazfw1di2oOo25CACmkcfljmAZbnjR4u7esJPVzsVJnJ7pemb8GiT2I8mNEEK8Bnv27CHn3X/7se2thNI5AJJVncwIzxjnyMTL2ZfcnKDohNvTtE1xkpumZC8FS+c32mnoiV+jkaSvOJM99WezdMAZ9dZltDHfaiFfVT/inPm0im0pTCkOoKCwM7aTvkzf+DZMlEhyI4QQh6G7u5tHHnmEjW1tZF0vXU9IJZDuZ+n2DrpbZjJl0bEoinLA84jxp9c4yY06kOP86dX0pHzkVQ2PWaAmHWVADbLNCOPlcQD6vXM5vbWNQD7Iv4PPM7fYSCFUhWW4SudM9Ubofu69WMWNzKlw1qz60IMf4pF2qb0pB0luhBDiFVimSSGfwywWePRXt9J+41P0/OR5Hnv0Mdp37iJHfuQBihdfphcF2D4FltSfWJa4xYHt67kp9mV403ENqDtSdFTVAbB897MkzADd3lrSmW4AepQ5BPcmmBqvZau3jb9V7aRWqSA9dR511Uuck9o5BredQqK4hyV1zpD/nbGdfOpfn5IenDKQ5EYIIV5GMpnEtm3+8r1v8NMrL+WZ++5l/d8fRO0wqUh7CdteioPdWC9ZCVpB51sfupiffOCdnHzSVN41911laoE4EGNfcjOQ4YwZldQH3Tyw8HUAXLz5H1y88QFcVQVS2QEMJU3B9hFTW5hrOUXhv6m6lZivFttwkQr6hs5qkov9is13TecMdyNzK+YCULAK/H7z7xnIDvCev76HX2745Xg396ikv/IuQghx9Nm6dSu//e1vOfN1p7Nj9dPYlsXTd99JyKgq7aNrEToq2vDkX/I90c7yoZbZnPGON6Fr8h3ySKOGXCguFTtvoSUK3HrJifzHnzW0oMqH7/s97936EE96ZxMFPHoHhcJsElUzeH3/dv5W6SGnZ1kZ6uWELHQbafylM6cwcxp7/vwId197N/9o/Qef+tenuHPLnYRcITb0b2AgO8AHjv1AuZp+1JDfOiGEOIA9e/YAsH3d89iWMyFb0c4TMCL0Z/fSk2knGgyzfuYA3pw24libPAvmzZTE5gilKErp1lT0TztYEPBwktfid+e9jZ8uewcAJ2/YyaAWIasOADAYnMXcHW2ETGdpBi33FAk9iaUpoIz8/7930wCxnm7OmXIODf4Gorkot224zXkttZd0IT1eTT1qyW+eEEIAg9lBLv37pfxhyx8A55YUQHzvnhH7+fQQ/+r6Nf/q+i0J637yhkV95qXFwjrVM2aOR9jiMOk1zu2k3PYog3dv44wmp0fuzmVvYcAdxDBNDEuj23YWyuzSjyPd7WG2UgnAjootrKp9GtVWsPTh5MbwqdgW3Pntz7Pm2ZWcM+UcAPqz/aV9WuOt49HEo5okN0IIgTPp2pqeNfx6068BSKW7mDV7JaRGrhPkUmIUbBsLhVxiAwDT4s6oGdWYhbuosW3aEjSfC3HkCi1rwTU1BEBuV4zXz22BvIUVdrO+2klMm+wuduULeNUYOYJ02vP56FNP4ja92IpF1B0lpyewNWcBTdRK9DpnKQdF2U5n1494XdPr9rv2ztjO8WnkUUySGyGEAHozvQDsTuymaBXR1Cepq9mBlowD4Fadb/oWHaVjrEFnqQU941RdeM0qvvqxL7JtybLxDF0cBqPeT82VC9FCLjBtmlrTaKkCuDS21TcBMKN/AKVgUu1yFkUdaFyEa2WR+kxz6TzrK7Zg6075qs99DDnVmc8o1eXD5drIktoleDTPiGvvjEpyM9YkuRFCCKA37SQ3RatIR7IDM9/P1nunYeWdWw5La9+Gt3IBg+nhYb1NvV5mZ4vkTOebu0UOFIVpxeT4N0AcMkVRcM8IA5D8eytVSWdF9+1TnOSmtjNNc76TtMvpveuKnICNwns3dDqLvQN97n5szUlu0pnHMds2oKpg5jTMhEkx28XJDScDYKjOv5NdsV3j1sajlSQ3QggB9MW6OHtNNSdvrGBz6/PEtxTIDg5/47YVA6UqQm9+uL5CtzTOfvazFGznky7mc147Xtk9vsGLw+aeESn9PD3hJDebmubQ7wmhmxaX60/izW7GUNLklDCJYAtnbOnitMGzOLn7ZJJGspTcACjFJGHdmTMnuddH++57uWTWGzi5/mQ+ccInAEluxoMkN0IIAeQ2dzCty8+C1hAbbvgF6daRI2Dus56lJbeePDqqZVEXdXpniul/w9AkfrX+7Tz/9Hv4yFvfNN7hi8Pknhku/fy2ASdJTdRX8eAUp7clscdgprqbFtc6APorF5AdMHi/uYGp0QXY2GRc5ohz6pqz7EZ0Z4jOzptJ7vgUPzj9f3jD1DcA0JZoo2AVxrxtRzNJboQQAjD7EsNPsgWsvIqlDC/xXZFNUp9xPuC8RTfFyFsADbvojKZSbIXTtc1UvuMbGIHG8QxdvAZ6lZfQuVNxzwxzbkrByJnYETd/nbGUgqqh7Nax3SaNrrUADNQsoJjVOKlvPZVJC1/RR1bPjjhnLpNCVRRSXT6SnT7Apq/vYer99YTdYYpWkXW968a/sUcRSW6EEALQBp1v2y9Mi1NUnXltLMXGXeF8cNWkd7NzuzMMOBtcTKriBDTPSQColsXsrj7q9CkYs99ahujFaxF6/RSq3jcfBThpwARNoa+ploebnaUVtMdcFIaS2Jh/OgXdR3FQY669ikAxQE/FyF6YBEUaDKe+Zu/KWlJdXrY8/QiWWeSs5rMAWNG2YvwaeBSS5EYIcdTb076NYML5c7inJsNji/vw5fP4KvNMXeYUk8ZyBQbcQwsu6k7PTCRfz8LdSc7e1M6CwiB5/zGgyp/ViUj1GWhhN8sGnMTWnBrg58e+mW5fBcqgivpcgkq9HRSVgYp5ZAcNjg09SzAXorMySWraPLKzT8GrBbGxqRzoRVcMMn1etv1pGhvuTfPEj3/OHLMHgD9svoPfbbiZ/kz/wcISh0l+C4UQR71H//47gmmnKDQWKNBen2HPzGoqlup4KnKgQF7VSXmG5rPRG7nLn+Npq5XmgW5ylS4qlp6GVRk+2GXEEc5o8HNabxG3DVa1m1hFmK+cfCmWAt6uIg2WMyR8sGIO8d1e6vUBqvJBur3d5HweCrqJ1+NMBliMFVjiPQfNGP43sXntP6gtPIyGTc6Gr6/+MV97+mtlaetkJ8mNEOKo19nZimorFDSboOV8OClTVjPDv43tzEfV6kv7KmqEAd1FpztNxRv3sO1/XRx7Xis515tRp84oVxPEKDDqfdTlbP6Z8HF6NIU5NcCOSDNPTD0OAE+bMz9NsnEW2JDo8DA7b2GqJruCzgiohLO2JnFfgHWueYSM/8eCMwHFJpnMY6cMjvdZpWs+0fEEBVOKi0ebJDdCiEnPsgq0t/+cRHLzAV+PxZy5a1JemxPjzhwnDwR16raneaDt0+i+N5T2VbRqVniLTA3t4fVTHme+1YOeXYhFAM/CE8e+MWLM7FtvqqIvx8eXTMNs9IEBP5/9VmwF/K2tKJjEaSB4okbfhgCvK+xGszS2h7dhA/Gh5CYWqMBWNJJqnOgzBr46Zz2peGuQa9Qv8Km6DH7VJlPMsLZ37Yg4enofpLPz3nFs+eQjyY0QYtLr7/8X27Z/nWfXfZKn2h4e8Vo6lyIxNOlexgeXPrOGa/6S55zVEL0rxLuf3oSqVeNxL0fRathRN5M2w6Ixm2Xm9ixTdvkp2C3Yyh8ITmkpR/PEKNErneSmOJDlpOYGUKE4JUiPv5L2QB26mUUdqpnp989Hd1scl9hCOB8mo2fIKTaWy5kbKeVR8eefpJC8h72ZAvidqQV6nqtm4NE0Mwq1zPM4Q8j/+PD1pRiisdWsW/dRfvbM5/j4Qx8pTS4pDo0kN0KISS8+uIO2RxpYd7fFrTd+i1Q2Wnrt8r9/mLzh3CZw2xa8YHL8BpXLHrIwrakM6HPAtpiy524eOLWfvwWdJReuPH0RqZ1n8tDg5dwz8B9sP+ZTqLIK+ISmVTmJiTmYw4dKQy5FcWqAlqoOtkacxNUd3Q7AE/HLyC2eCYM2fmoAiBoDpeTGNlP0p54undvoasDwFShkNJ7s+SPFHTOZrTpTDawc3MVf7r6RXC7Jxo2f41f9Lv4w6ObRjqd4oPWBcWv/ZCK/iUKISStVSNGV6mLDP9cwuDVCsHcKl6bfxKbHH6f7x2v58Yofsj66nkDGKSaeGqsn5XNmly0qsG7BOwGo61nNb84epCPciZ2twqXmOPGcNxA/9au05k7GVdvC6e+cW7Z2itGhBV2gKWDZmLEcx3oNMFTccwy6aiMANEX/Rd4eJGcHeSz/MYJNWc7IOOuPtYZ2gK5jq9p+546lBilkDHSfU1+zdUOSur3OmmR9/iJdO//C6jWfZ8NgK89lhmc83tW/A9uy9jufODhJboQQk9YV/7iCN937JnascRa7HMx3sSn2bwbu2cPmro3cvOdWUOzSSKmcezlPn3wtHac286WrPkzONxOsPFFtCy9MVVHyDYDKaU05dE3l5DdP58x3z+Gt/7UYw73/B5qYWBRVQa90el6KAxk+NMcpEN8QWEy0zlk4tWqwD7f/FiwssnaYFNVc0v8Ciq3QEdiNZetY7uFlOxoCpw9fwIZi2kB1maQSBeL/riWY1ECBHX1Z0qm/sSLhzI+jDS1e9eTTf+Ox3/5yHFo/uUhyI4SYlNKFNOv71lOwCmRzw9Pjp4txYoUB2tydKDaoFviyTmKiqM6w3dsX/xd1Pc4ImbXNj/ODM51i0EKiCbD5wrucifo0Q+W4s5sJVo5c9VlMXMPJTZazG2uY3r8HVIX1tcdiouBLFqipHMDE6a3pL0yjOpmhITsFFBg04tiKUjqf17Nov2vUW86xdlHjpM3OxJB7dZvWLi8bsxoKCu+scJb0SPiKPPuXe8ml02Pa7slGkhshxKS0K+4MzXUVFFwF50+drTpDWXp9CXa7u1iSnIs/o6OgABoozrfzeW0BZvc4H1A7K5+H8AsAmNlmIj4XM2sC49waMV60oeTGHHBmpv6w80+CXY3TaA85tywr8lnUnDO5Y19xKprH4rhkNQDP1D2OrXtL50vhYXrguBHX0LuGP3qn9DgX6I3keKyjGYDTmk7j+MjQ4pu+IqZis/nJR0ezmZOeJDdCiElp64BT+NnQ50VBwa3raPp0ALb5NrM89hCN+fpSvY2ihlGGvnFHMjaGrZDSsvQE2gHQLZ3zc3O5+b0nlKE1YryURkz1O8nNRWecSdNAN2bQzZaKKQAEBwvYljOKqb8wFd1t89aOXURyEVKuJGbwBAqhSrItxxM3bY6rOIvjK1+P17ccgPbqkZM9aqaT3HT4nB6ds5rPYmrVaehFBVtxEpx1Kx4cl/ZPFpLcCCEmpdV7NgLQ2Dd0m0FbgKpWAGBniqxIL2KHr59Aeji58aa7eaHYWjpHrz8OQ4tn/lfXe/n2e8/htFnV49gKMd70quHbUgC+YIhPLpyL7dfZVDEVgMFdDaj+LgB6807CvCC6ndmxeQCkdZ1swywKAY2cEaeo+JgTPpEK7+wDXrMq7iLntugJOYu3vq7pddSELyrVgsV9BXp27SCTTGDbNns6fkss/vwYvQOTgyQ3QohJYWBvB4OdHaXnG/Y8DzY09Q2tB2XMQNGc5CaU0uisydPq3k1wX8+NFiIc38G7p95M3NeHjc0C1xO8L3gc/z3tKi487T145lSMf8PEuColN30ZbNtJbC+aOYWqXJKNDU6BcV1blDULZwIQsxso2gZ+fw4/MwkUAgx6e/FkawHI+vYSN53zVBl+aoLLaaCGk3fspTru1NHM7vMTTDn/Dt2mh972FIkdewmlnOLidJWzqOvjv/0Ffb0PsWXLF9iw4b9K8Yn96a+8ixBCHNkKuSy/+fwnUVWVj/zk1+iGQVe+nVBWJ5DRsRUFVW/BNgcACKRtVlfsoKkD5rYNLbeghsnnd5IzfXww8D/4/Sq/s5bzuVM/A43Hl7N5Yhzp1V7QFOyciTmYQ6/04FJVvhtr5YfuJAnDS7CQIaqHsO0MiuKlrzCDusotTMu10ZlqYsDXyZz+RWR9XeS8vbxg7Sao1DLD7WGBdwlUL+FXC7Yxa839QJbZ20LM3B7kT6/rpMZsxHP3uXT2VhOqdOpxUhEnudm86q+E5q8FIJvdQzq9C79flvw4EOm5EUJMeH2tO8hnMmRTKe5+6HaO++VCUnqi1GtjuWpRFANv3hk1pVkWM17wcdr6GtxF58+gP5vhubCX3fnjuMG8kO1KhMc5AeoXlq1dYvwpmopR6yQVha5UafvMeXPxkWFzpXNrqrFtALXSKVrfEl2KosL/i/6T6lw1W2qeZk3jI+wJOiOh2v3b+YP7KZ51beZBYy0PGGs5g1lUTnl96fyqrXD6+iqO6ZzGOq2KzpSXyNCw8B5nOhwMr0Uq90zpmHXrfz92b8QEJ8mNEGLC69vyXOnnh555AM2yOWd1DadsdD5cXKpT61DXt7E0Impalx+L4W59NdrO9mOb8LvquNc8m7fnv4IZTMEBJmQTk5tR72QThc7h5KZh1hyKBdhQ5dTYfOhPd6K42wDYZp6ObcNUTx+n5Qcw1SLPNa3g6apb6XINoppusGGzvpfdWj97tH4KuS6muKcMjdRz1EbdGKl+OrbMoD1dQVOPF9VW6HLnSHgLFLMqqMNDwgcHfkd399YRsVu2RT6T5p6vX8vTf/zDmL1HRzpJboQQE97uTatLP3tTGZZuPYEp3UNjeLHRjJm4s4MEE22oegMARdWioymCK3QxAf0snjizhouq/401ZwYLPXsBuHBW7Xg3RRwBjIah5OZFPTf+SAV1Zpa/Tj+d52pm483nOOnPjwAFcko1bYPHouo27y8+SCQ/NBpKgWfqVlLVewoVidm8KJdmtbGDNTURzq5/D6fWvLW0vW4AyOcBhZAVYEHB+ffaVp8mH3dRzKjsWVnHrh0B9ihZNrzwRvr7Hwfgyyu/zJl3nsnjj/6R1ufX8NRdvyWTTIzlW3XEkuRGCDHhdbbvKf0cjoaYs8cZ0VRhpKmJzEDVqggl2shpgxi+5fiNZaw6vo2m5PmoWg2N1h7ed+pdNKZ1Fh1/At+4YDGfm93BW996YbmaJMqolNy8qOcG4P+d0ETAyPB/p11BrzeMP53Cp28C4G+5L7Eq9i5U4K2xYumYk/uWkNdS6OkGKnpPoqrnVGxbIaXk2JR5iLW+NM3+ubhV5xZqLhQpHZt3KVR2nApAa3OKrMvkkfVV9K2rJPZQC7/a5ad9QwWbVn+Z1U9/lHzPb4nlYjz52O8AsMwi2/79JKaZZfv2bxKPrwM4KgqRJbkRQkxotm2TjGZKz4MpG6uwE4CmjgBp83xne3wHvzsjjaL6sXzH8ZEHz8SnON+Kw43PMn21n909xzFzxkzmHHcyV37ow+hu7/4XFJPevttSxb4Mg/dsoxh1hoWf8+73U6vEsRSVlfXHABCJryDj2gGKysakU0NzeWoXWvQY3qFfTl2mjqI76py3OIBqufCnnEU4FWza3Xt41LWROu80APKx4URdyRtM6z8e1dLoCxb462ldbM8P38Z6x7+aGXiynt0bB4mmHmRZsMAcV5FQ53ByteFff2fv3jtpa/8pW7d9lRufu5Fz7z6XrlQXezZtINrdNTZvYplJciOEmJDWP/pP/vXr20hFBykO/y1HLySBAigBts35BKbuJTK4hUz1Wp6bHgPbwlZ1ts1+JygqdV2rsKtcfK//O/zTF8btdpetTeLIoAVdaGEXAKlnuui7dT1mMo/ucnHmIiepWdnozDrcuH4vlbpT25LSaskWPFSQYUH38bywexbz1r9A2tdOIrSNvloncfEnpxHpPQmzMBMb2KX14PfWA6Caw/+YbSvGAttgSdfZgDOZ377h4S82uKkKbCfpuVhTMTM6imYBNp1bd9C1+0kAEon1/Hn7H+lOd/PE2ge584uf4xf/fSUbHvnn6L6BRwBJboQQE9Lff3wjq/7yR9bc/ycAvLnCiNc11xwURSGtDhDQHmDF9HP+P3vnHWZHWT7se2ZO72fL2d53s+nZ9B4IEELoSBWUJigqWLD8xN5BRZRPRQRFsdB7hwAJqaT37GZ7tvfd09uU749ZdlmJCgoEdO7r2mvPmXnfd96ZM+WZp5JOB0AYv+2VtzxJZejPhCJLMJl3c91p89/XfTD44JL5sal4VpUg+azIgwmGH2kA4PPnLmRa+BBlRb1ETDY88RhCIQiy7tvS2VsJwFniFhqCcQZzsjGnFRKOblQpScwyRMwcYn3Vn2nLjRF06akIDnlCx5xHw8DvObPFhyOhl/yoGsh8S5v4iBnvft2EGu/Ufc3cBVGsPr0+VVfd6wCoagq/2k21VaH7kF5SRFVk/vrQz7jhxc/SFen6zw/cBwRDuDEwMPjQMdLbi4SKiMaeLesA8MaTbyQTBsBimYtGmCFtHYmAwrPqQiyJ8QyxgpTC+slniF7gw5Ko5hufv4YF8xa837ti8AHFUuTGc3IxWVdOAwESdUOk+2JYbTZWOuvxp4J0urMBeD54Ngm7Lpz0hfW8M8vFg0Q0K73ZAVLW0cKtArTlbuBvs79Pl7sFXyxMQ3YBAFELqGbL2PZN/mLMggVFS9MS3MknXq9hWfNs/AldeClxT2fb1GH6R3Pg9LdKaBpEuvX1+cJMbKPrEkMefVBN4BOZMp8OJEk1N49t60DpCOt7NvC7/b97Lw7lccEQbgwMDD6QDKRkHu8dJqmqADz4x59w67XnM9jfxcbN28fapQcGAXAnUmSmSxCkPDK02SzZ/mPWTxrAFenldtNHWOnfit0+jYM5GzF7Oihd9X00P2wanEFlSSZZWVljtaUMDN7AnOvENllPKRDZoms2iqZU0ZzIxm3Xw7KzG3vpy9Fz4g7Kev2pfGGA4mg3WkIFUQD9NMYpO1CkNHEpgTceYvANM6ggoDpGy4MAw9nZRMrOpCxmRkAkHGvnE6GzSau6wFLtnoc5O4fWXH0Oh3v2UfdwGaE2XcOTKc/FZXcDEA+PSv2ChklU0TSQOkfLS3i8hJy6Key5xqcZGOh+yzFIRCKEBwf+84P5PmIINwYGBh84gk8+yUvf+gF3PnOY+zt14aV+80aEUJKn1/2FLdt3jrV9I0+IPS2QyFiN1fNRyroasKZC1JaVkS1GWVV2gM8UPEhBySI2ljxFy5IfYfX0UjdUyXD4fALzJh+X/TT4cOBaqmtXYrt7UVMKNXNXko7IFNn14pmZ4RGOSnrZhqC5CFXR5Znfbfs5p7/8Aoqi0iZpWGMBrKoVURVB0IiZYiw8WovdHMCsSeyrnqtv0KRnSU5Z29g/dxaCRXds3x5/jZSqCyUDyQ7mRqdRVxJiKNeEgEhy2AaaQFpSuW/SE+RGlgKQGLEiRDPxdqwgvL+cIy8W8nrZEFGnhrckRtihCzcJLc2v/vz1CfuuaRoP/eDr3PPFT32oBBxDuDEwMPhAoakqXf/3NWY+/Tg33ncfu186QH+0D2tEf/t8fvceIr1vvckOBU5ENrtwRTrIHjxA0ONk9v5N2Gy5nOt/kmgwn+8vmoQcquHloJUX2ufzt0Mf5VLRim1y/vu9mwYfIqwVXiSvFS2lkmoNMWnGfBzF/Txr1cO0MxNB2jXdpBR2FZAY0p1+i+YPUZrXQzKU5NX4Ah71tWFOWXDKejRWzBTDm4hy+6JFbC8pRyr0QFY1Zusq3COTcFpjaAJEM3XzV3xYz4hsEe0MyyqLwjNQJHiu5iiF7uqx+fb7kmy2N+PQdC1SZMjKjYMx7uuro2mrlcRRN4oEO2aOkJDSKNK4PXebeohkbDxRYG9TA/2tzcjJJG0HPzzFOg3hxsDA4AOF3NcHQEvpGTRWnc/UjfXs2vwU0mg0SHYom9LY0Ql9RFWlP3ACANX1DyBqKimzwuzD25niyWN2/SBTvVOY6nUS6PsI/fXf5OHaj7Mgnk+mWcSUYXt/d9LgQ4UgCFirfAAkGoYRBIEFZy/gsEOPcMpMhOhOimiaimJyMhjMAcCRnSJvXpBbvL+jmB6GEpM4NOxESejCdMgcQtQ0Ltw0yNzD2QS6bNx5+mWYLJXYErkUu2P4BmYiu/xob8pkbDa5CGkOilK55KeykUWZRMA9tr7PnySFxq7sI2iAkJJwRs3k7Bov/FrW7aDVH6I7SzdDmdP6+F1ZcfbueQ1ZjhIKH2TP5ufozozT50vSsPdpuroeorX1DgZ7NpJsHnmvDvl/jFE408DA4ANFqq0NgBGvXnXZFk/TecfTYBWICxbKBlvG2qqCgKhp2NMiimjCFh/AG9LXt7u8+K0y7vIaMM0jsPpGAK4OZPJIj8TJFivnpiRsU7MNXxuDf4mtykdsZy/JhhEATihawSuFD8BOyIwHUZIqimkYk5LJ66YTKZD/RioiIZlVzE6VX4R/wxXum9jqzcGSaMPqOcKAfQBZlPFEQ0iWQtzBEAVBE5umBDi9cZBg62IsaR9ZIwsQy7cTb9Y1QkFLiqGMGJqmsTA8g8czX2VnTgu5XQLWuEZfph45+Kp3H8vNDtLpGNNaPJhUkZRJxSKL5AzbcMYlNqcDYOkgMGwlbdLoy0jy4/1fZ85gnKlWmVvSDlILdc2OVJfAXfc0qiKAIlG59afkXX4Ctgrf8fhJ/imG5sbAwOADRe/hAwDEHHrpA83s5eHC86jzzcWqqGPtBCkLSdTfkM2aruY3yboPRL/LjpqrcWpuBdlzFsO1r0C2rra/cFkpd+LkwpQJMwL2qW8NrTUw+Husow/wdE8UJZyiyleFKVePgspM6pFSQaduztmft5BfNF/EU+nFDIV1jUp1uoPntn2Vn3f9BiWmC+6dji4OZRzi9cKXidj0c3fFkVpKe5MMK1bSET3JpCA72Vx5LQNZo6VDHG5S9hCdag8nhOYBsNGzh5fm9/Hcoh7OTK8B4Ii9FbdZP7+r2/V5pCqCxKy6j01pt5N2j557xxM1U9GpX0fNDplHhs38v3YHKbOGMHrZvVYUIS27qX+4iiOPFTOcv45E0zCDgxuJRpve1eP9n3LchZvf/OY3lJaWYrPZWLhwIdu3b/+HbQ8dOsT5559PaWkpgiDwy1/+8v2bqIGBwXtGPN7BwIAe0r1n8/OkTXZksx71EXfkMa2nidz+IKIogwZm17lYXOchmnRHT5Ok3/QT2QmyZoSoOKGPj5bswyQtxl3on7At+4xsBMtoMUxJwFY9cb2BwbGQXBbM+frDP9k4giAIXD7r/wBwp+JYlDRdDl0D6Iw5uPWSa/mq+9Nc6/0yAI5ACpNNZX5bLeclm9FUM2/kLtAEjU5HL1FTFEFIkBXrRdQE0qYwgjkCQEZXDn/6yHVsXrOK5jI9geBLjlo6lTDFsTxkUWHQFUO1mzlz+ATKE4VogsbQ35VHk5UsHEndaFPYN56B2xMzUd2fiTU1LhaMmPX5rUmZcaRMhJwyO/qWkAhKJINW2sVtNMs/ZO++K1n3xLVse+LhD0xph+Mq3Dz44IPceOONfOc732H37t3MmjWL1atX0zdqc/97YrEY5eXl3HLLLeTm5r7PszUwMHiv2LHvU+zbfw0NnU9gax0kbh+/I6uCwEVHd1Mq6QKJKOUgmcsxqSZM9iVkqvNJOfW3V7uzj6ypMQrcYRCykLViTNkTSyiIVgnHLN1B01ruRbQZ1nmDt4e1SheEEw3DAMyfspy0pJ8/mfEgjaLuu+VKOKnuPMJUcxc+uwtZsCCaNPIXjlC4fIifCr9nYWJi3ao92Tt4oegFmjxNdAW62Ff6Ki9N+R2vTdY1OkOmR8jovomtBTNpLNSff5oAzVIfeZHisXEuGTgbMybmR/RMyvdXb0MRxwUOX+ecsc85wzZMsi6QecNmxKTIR3cUc/66fBxx/XpzKPApW5QVSV3zuXlgNwDtgRh/SyXosqxH06DxJQub7r+X1n270VQNNfGmtOHHgeMq3Nx2221ce+21XHXVVUydOpU777wTh8PBPffcc8z28+fP52c/+xmXXHKJkSLdwOBDyPr29bSF2iYsU5Q4iWgdAJuP3E52UCY2Ktyocg/JkV+zr9BL0DwCgGipRFCTZHX9HkEwE8lYTMKpa24sYpJY/scBiCtLMeU4Ed/Q0rwJz6oSHPNy8K4pe4/21OC/EVulD4BE4wiapuHJspOy6AJPRiJIU9SJqskIgpXTD25hrthJRbqRI1rJ2BiiBIIJVkf1jMZmdaLm8Ij3CK5UkNdzn6Hd1U5KfpajOQc4kLceUenGHt2GGPfT6c0iLYkIcor8aD5FkSLKQ+UUxgsZSHSS26ebzJJSmpcW9KKJAhmO+QipdgAU0YSoQWG/F0kRyR6xomoJCGq442ZqGvTK5nO6bBz1OZik6Dl+urxRUiaV7VOGqXXJ7OkpIRUyoyR0Ie+l235O/bdeIPhcC8eT4ybcpFIpdu3axSmnnDI+GVHklFNOYevWre/adpLJJKFQaMKfgYHB+8+evj3c8OoNnPH4GQAk5AS37bqN9Q33IgKaDIV7O3CHBsb8beTEDkAmbImhKb2AGdFSza6iDfzq/AZMYhxBMCEikDALlGb6cV77S7jqeSxX/5SsK6Ydcy6Sx0LGBZOw5Lvel303+O/AWuoFk4gaSiH3xZBMIopzVLixxNEEGDbpRVwt4QyGNDOa2cJGFnCEctY11RDttSAIcHokxbUjQS4PZ6Fax8/ThCnBEe+Rse9xc4xuz060UceXkq7dnLJP5OlZS/nD0rOgrwNTPM7SztnMHpxNtzjM3qFXQfDilfXzuzcjSe60E5nrm4FXUtEEaCyZBEBZv5vzd1055rcGgAaTOtxcvSuL06tiDKz7ERz+Gt6ICU2EuuIw4dHEf7UjHmI945FakWSI3fE/M7KnHVVW3oNf4e1x3ISbgYEBFEUhJydnwvKcnBx6et69KqU333wzXq937K+oqOhdG9vAwODtc3jw8Njn7sHXeWn7pbQfvYuX637Bn2o/yp7/t4KCu/S3v7g9G00No6QbxwcQXFRlF7G25pfsKHqWj4aDZIrjLyvdfonqqhoQRShZgrU8xwjxNnhXEcwi1jK9lEFiNGpK8+oOu9mjvjH7LHq+G8laQ1XvZDzDUzgYDnB58qvsFSYzdEQXOARB4nPDQb4w9Aqb69ZxTnglcaf+sn8o49DYNgdtCq2u8dQHQ/Z6nIk4J++PIwDd/hycrbWYO+oB6JCG6Mwwo0ZELug6i1N6V/D5I+ezMDyTDGs2p+R9jFzfNLqLdIGquj+L8x1zEYRx86ygaaBpqL1OBndX0JewkRJslAZ1bc7uySNjbQ87W4h2eyccp/7gIFu17xKLDP/7B/s/5Lg7FL/X3HTTTQSDwbG/9vb24z0lA4P/SWR13AZf1/BDnIl9nOlLU5guob6hmtVNO8bWh1wB5OR+BDQ0SxZW3+ewej9Bb+AoLa5hCuUUVwVDqMRAgvo8M0XOLThKjUzDBu8ttlG/m/jB0USSZVMAOG3vJjSXxEGzioqMKGVgFvxYk9lYIllM69tFOjRCpNtKPC7h1BI0JfSXex8JfjhwLysOaVw7HOHccATTqGNuQuphxDYMGthkG6qoUB9oZEldgsW1CbDqPmViMg6jFcXTvmy6slRGlBTeWDYdFvibfTOvsgtJNHOi70x+3pIFQDI5gqgG0VTdTCaKXjRRgNH0CINvSilV1TWPS18qYs4R39gyRVQZ7NPrWSmjDtLpiJnA4j7s7jdpg95njptwk5WVhSRJ9Pb2Tlje29v7rjoLW61WPB7PhD8DA4P3n96Yfq2vPKTgeLQeVGgYqGTota/ysSEZCY2DOeVsqZ5B2JmJktwPwMGyfgTBhCSovFysv5xcHgxj1SCoZIMCk7rT3BD7CVK+oZk1eG9xzMoGAVKtIdL9MfwXnk/SZKeot4f5kQaSIrSJkQl9yrUypkWPYpNCoAkM79PNOBW2ic+/HypP8rmRIX4wMMRLbb1cPzSCdbS2mlWxcVrQziOd3Sg5rxC2DDG5bQ+ZWpq0y4dic9AnhRi2DKMm9RINNs1MruobG7/BNsxISA/ZtktuzKIVDZWWiJ5+wWcJMDvrHN4sGkiYETQNs6DiDXmxyCJlXbrQkhm0IKigBPU5rpvTjypogEDz5iVI0kRn/veT4ybcWCwW5s6dyyuvvDK2TFVVXnnlFRYvXny8pmVgYPAe0R/rxyxrXPushudpCeUFH8nXP0eGLCI6CmksXcVfqk/lr/OnISTbQIsTt8rsLmtjevaPWVD2Y44IenIyX2gGe03Tme99HYsQ5Sz/dxEFFclz/G6mBv8bSF4rtkm69ia2s5fyxSX0FS0H4DOvPURBuI9XHCbk9FGsiQfQ1H4E0U7MewkDrkyaChdSmziZ4UbHhHFlWSBfHBr7nq2m+FQwxBnR0eKcSSc/CO2jOpXmUyNbeXTmz3l66m95puI5Ns8O0jOpgE3lu3m14FU2FRzE0naEuQMuFoYC9CSOEDVFkRD4WeET7D10O8hJfBbdt60ptBeATGs+lc48zI5TybLpuXgULckCR4LVPglR0XPiuOMmihJmFh/MIH/AhqhCyqTSEYjTUKHPN9YxRCoxXsbh/ea4mqVuvPFG7r77bu69915qa2v59Kc/TTQa5aqrrgLg8ssv56abbhprn0ql2Lt3L3v37iWVStHZ2cnevXtpbGz8R5swMDD4gNAX66O4D0wKjDjgeW0yGzT9FpSOvUSjpwWzxYOHOHJyLwCJvCE0EZoz6tg+qQMFcKU8FMe+TlbkFgqqLuQcXxNFloNEhdMRJCPTsMF7j3O+bl2I7u7DZBKxnHcpQ+5M8oYH+MmWOwkLKgc4SKFlDx/N/gEyKhmCn1UZTo5WfIy6yR+jsXYy+7dncvTQsS0Vw+janRlJvQr45wfGz+2AkiZhjiBoAqqg0upu5eXCl9G0IM60kxO7V7Kn5Cj7B9byavd9dHtaaHG1AlCWquG5pQE2uPfhtegpEZLqqABl0zWfLvtUVuaej8ukC3GCOoymaMjyeMXwaywyWUEryw/r828sjIAAOyqHSIsq2Z4sJPNbIxXfL46rcHPxxRdz66238u1vf5uamhr27t3LCy+8MOZk3NbWRnf3+MHs6upi9uzZzJ49m+7ubm699VZmz57NNddcc7x2wcDA4F/watur/O2Za/jp7ue4YlC/Uf/mHBMvz9xPgaRX/FZTtYDCksF1LOgqQFN6EBCw2PT2L2W52K/qqeeznGbyLM/iN9+GPfw4KW0u3ck/Ecv9ynHZP4P/PWyTMxCsEmo4RaojzJRVU3hl2VcJOl1kxkNUBDvZ5ZvN4VAAm9DDTNejAByMfwQE/bHbn1XDnydlUxfSHZJNJt1fpU/zISPiR/eBmZzUtZWL1fqx7efLCnZVZVnPMk7sOIXsaMHYurkDczGJClOCV5KWRBRRoycjgaCJMJruJpAIsMlVh8+cPdZPFSVcLl1bU24REQUBj0WfWyg9wECyHY3xDOHJoB3RrGCLaWiCwDzXSgpSmciiSkt+lGg4jSQdv5Qtxz171fXXX8/1119/zHXr16+f8L20tPQDk/3QwMDg7fGT7T/hi0drGfBnckf5t6g27WJ/6VoACpKOide0OoQj1IwK5Ds10kELkOCgYsYZsoCYYnHFqfjzRVj/Koy8isXyFLHS7+FYVXVc9s/gfw/BJGKr9hPfP0Di8BBZywuYlJ/P4bJKFh/cy4xgE3UZJ3PEUcX+4TYWZDzP4cj5qJjHxmgsWkhjWTMVQR+x/gYc2SlGZCefUL5MVUE/tw3cDkB1KsVPe/vxoIeYy4iYUFk5nI09EcAayaKy81R2lT2ITbFzQmyEVdJTvCZcRYfrakKmDhZ2RCgfmk6ZPcYB21FkcxRZEXm0cDMl+vsFLYUV9DnMZMagwiaioiJZMyHWSDDZT3//zgnqkL5dC1HTRwGFavc8ZkdPIj6i8MfAkzSXSKzMWo2macetbtt/fbSUgYHB8SOYDNIV7cIm5XBO1Z0cyJnKCxUmNE2gumcyrrQPQUtM6KOmGwCYndFBpkslZ9AKAkTFFCY0PjblY7DiKzDzYghMw3LOF/BddTaWIvexpmBg8J7wRk2y8Pp2un/wOgsqffQHdA3K7ISuZWkoqaRzuon6uAVsE90nJFOA/KEc+otKOLyriJaXsri18UIOaOXENqnsbdQTTJqBFVEFAUgjsV6aDcCJIx5UNLocA5hUK/ObL2VV5xQuEp/BT4jZzidJOpJYrRlUDyzArDroi/pwhioByE7ksjEwnp4hbS+mXW5hrXk/f7Vu4M/WDWwo1MPWmyL7aBdHAMhy6f3lVDOg4DZnMMO/DFXTWBlcABr0ePvZG+0kHgu/68f97WIINwYGBu8Z9cP6Tf6r5TcgaF6u29iLRdvFoqNns7Ll0wBYY61v6SeYCgjYerCWasx904ufy+qj2FOsp3n9yF3wmS0w98qxsFUDg/cLW3XGhO/eeJq0vxyAon49TLwlXoJYqtGzXKA5e7QgrDmMoOpRfyWDCxlxuHi+5gSiI04qoj3M6TvC5/c+inVnks6Evo3DQikAZhQWyXoOnBkc4oXkZHb4u0iJCQYcnZzgvnVsPlliL2HfYcLeetJ0AQopTJRoHtBELJpIXrKQ9kACwQHZWh9tYitHpX6SgowsKHjjE0shmbz5HA2Mm5pMgplF2WchCCa60xrZsp/qsF6mIW5vIH0cLS2GcGNgYPCeUTdUh6BpdNnzuXroER5Re5AsfUzqrxlr05q1CYCwPc0LiwegcA0r88LE0ia805Zx4oxhsiQV0FheuOL47IiBwd8h2k24V46nHkh1RJiycBkAWUNBZlhr0RDZ2j4Hi1vmtHnrcJVsJj3tAQp8jwPgksuwD/sQbavYtOQWZrV38KMtd4+NWR8pBGA++ktCEhMuQdd0FooDfEF6kB5tFX9Y+E0OVP2CgCU41tdJHD/696Q9CejOvUetnQijzjcL+hdgy57HUMlMLJIFVVCYIRdzdnIeiApms5WOinKiWTnE80oZzstDtdhQrA7MmDgp/zIEmwtBEBgc1cCuCS0E4HBWHU7T8fO5MYQbAwODd42Rx59g4K67CSZG+OHrP+SJhidwSFksl3bREx7BqsXIihbikDMQVBlf+40czNHzbsStCiX2QVb6f89s17P0e4vJKZyLRYSPZaQAgcV5RpoIgw8O3tWl5H93MQigDCU4bXEl7Tl6nbNFcV3D8kTLalobChDNSQoX/omFk7bjOnU/vor1AOQHK/ElbCgmG72BeRPGVyemweGnZZ/g/9LXEkvoWZA/Kq3jbyO/QM78GVf16Fqe9VYH7ZoewVSEHpAT87STNuuCTsjZhiaMa1Rsqg0TFoLmIIc9TSyUqwhoXvb79TxTXksGanYRsi+LDm8cd9xHrGwKqfxyamnmUes2nlNfo1PWBbYVkRpOHlnIpzrPAvPxc+s1hBuDDwdyCrr2gqr+y6YGx4d0Vxfd3/gG/bfdxjV/PJMHjzxI/Ug9MTXIgpHt2LaUc1VfNRcc0KOavKEWnlqYxpTW3yjjVpVFsQRz5GYAzJPmkJW1EoutiB0xvc383PnHZ+cMDP4Bos2EKVvPWSP2xzlaNQOARbVNmJFJay7ubP4km/40l+eGfaOdBLJnPkjm5OcQLeMJ/7py5lCf4+ep2TUAeOojDKvjWX6za/u5/LHnGNoxukyDJRzikV03chZ7AHih4FoO2vW6UQV0ArrVNug/yJB/P5o4nil80DpIi6uFXlsvm3M2M6VnERvDMuscr1ExMomYNJ6n5lBeKS9MW8KgZkdUzUS8Hg579PU9DoV+dyYvmPdi1sx8ufsK5smFSMcx/scQbgw+HLz2E+TfnQz7HzjeM/mf4YG6B/jqhq8Sl+Nvq/3II4+gCQopu0idY1w9riGT/YRMuTgJgXHfGFv8KD0FAvbkG8KNwpyEHvqtauCZvgq7vZjlS9YzreKz3DD7BnKd7172cgODdwtLse7MnmoP03/q6QDkNA/yF35EJkGWNh3gou0HWPJyEfcMWHhw0Mwju7LRtNeoPOuLVJ71JTRNI+EsoiG/BLMSIi5ZcCUTqOM1NDnpxc2Imkao00aw044ggioLTNdax9pUxtt4plQ3j5WLtbjRhSdNVFCsIxPm7U/6Oeg/xKa8TUwJTsFkDdKvDNPVUodTcdJrH/e5acnKQraUUlsGnuEZMJqjypLwI8kyKYuZDmmQJqkXGYX7rE8jazLHi+MeCm5g8HZ4cHuM/r4HqNq4idU1x3s2//2MJEb46Y6fklbTLM5bzHlV542t0zSVYHA3bvdUJEl/Y9VkmcFHH+WLP7qMdkFDGnl4wnhSZAZywIk5NUzaoicGq82TqK4rI2cwBUDCojA5pX9uiWRQUDpugrph9g3v6f4aGPwnWIrcxHb2kjoaIvu0GpoKiqnobMP7RJibS36HtU8/r6euO8JfiyQO5INWEGRKV5KKaJqwJ4RkbkOVS9CyzyIZbaGuMkxmLILU9AoZk6OkoxJKXCRlMmGRZV7rqmGNbztmp4Km6dqZVFjiGh6H7seJCHay1Tgf5zF+x2UovDWhnojI0t4lxE1x8mP5aKJCMLMRMaXnu0mKuh9NmiSB9iY6MgrpyJuNaX8U/8Bs0pYgCXM+M+VedpjqMaGxV2pll6mJPf4k6QnB7+8vhubG4ENBsGcBgibReOgE4uHU8Z7OfyV/PfxX1jy6hh09O3i25VnSqp487KWjL01o19f/Irt2X0xD408A2NyxiVu+dz6Pz82hI/TUmGAjarqWxhnXkARdoCk9upaylqfJ7noB+/Aeqts0fFH99mexm7Ba3ewN5/K6uwirNRsDgw8D1nK9KnbyaIgis4Wnlp8ytq7oaB+eVHTs+4//rPDLO8GS1tjntRAb1vsW1jwNqDhSuXjMixnOO5XGio/w7PSzeWn7JHbsm0RtcSlf+9QN7C/OQ02k2X+wFE3VBRtNg7bXMuna5iUdF4nsNJOWBQIMUkQXAD5tBC8hADJUJ5W0UJkSKYgV6FpVTUQxx0g79WvXpbjozFhLU8Ympta/gmvwb3S6wozkmzEpTuzxfDaUbeNbk2/mxaJnAAiLcWJCihnhSZi046c/MTQ3Bh980gksljDppH4T2PZUMydeZlR/fjd5uulpfrHrF6TUFFe/eDXLenwwagF6vet1gskgXqsXTdMYCdcBEInU6uuffomPp7/Ma9YRZrc9T2PmawSEIlrsur1/SrtG3JaFpmlEhB7y+1porCx9yxzy8ifBFc+j7r+OZZnLjlvyLwODd4opy46UYUMZSuB7rZOnl5/MQGYOP/rNzQDYFP1F4VBGKdXDbeSNKKzaWMYDeZ8mlbWTT5T8FUf5Psqzv0lH4ypi4RxMfZNANRH1TWd/4uDYy8Ipm56iw+/AZlnCzoLJJAZuY2ngAI2DeSSjIumIieFWF6KmYc9K4y2JM7d/L3l0clLWdmKajbuE8zhfuYcCMcig6uH75otx4mNjRQULG3txp6NoYpr5MZlPRQ9y2GLmsnn52KMtWJK7eW7mZKrzbdRZCvGn7kXARMKUIGwJ4k55kUWJl2ct4kYthQXLcflNDM2NwQeefUceQQmNy+Hdh/v+SWuDd0pSSfL1TV8npY5rxLq0YWa0W1kSzkXWZF5texWAW1p6OLltBQ1aFeb9FbTs6mZqr+68OKOtkf97eA+3/tHNit0ZWFMivojG4lqNuD0LVW6nJVNmV2keMfNbBZfC3Aokyc6c2fdSUnzt+7PzBgbvAoIgjBXTzDgwjCaKbJk+E9tlHx9rcyijlC+vuJ47Zuom3tP3D2FSVXYPT6M7GmB370zMrn7KZ9/H9BW/oOqsL6Gi4k8UsLlGYl95kOa8bIbsfky2ZeBcRN6IjxtP+AWrK37N2a4f8e0l15ASTYij+WVifbpgMS2rkVVZWzELCl4hyoXqSxSMRk9liiGmdGzgcF4pDXlTeGb+LGzNjSArnKltAWBqKo0g6sEcktxHOLiBnOTjPN/6fZ7r6OYzujKILYHXafbJaJrGqTvrsMpGtJSBwT/k8R3fQVbHs89GQtF/0trgnTIYH8QbNuGMa1S36zfF5jyBczZqXPLXTqrbVAZfeoFgRycPtPRxapdK6vCniB2YzSkDLfi1LJThFsy77sKUHKE+24kQDDHniJvbf6eyqN6BYrKjynrisoTFhFmRSVhsxJzj4RRVBdOOy/4bGLwb2Kp14cahgC+lCwLR+ePRff6MCFfktrCtciEDNg/Z8SCLuw+SUJzcuv16frPvGl47csJYe8kaI+7TzUmrWr/AnPjVvJqbz+bMSzHZF4y1O3tTLcUdxWTYPOzOrubrSz7JltxpvF4yjVi/LtyIgv73BqXixBfEK+1NfHP4N9SEavFqMYKlEgvN+yhgPBa9OCWzvOVcRHEKTqmKbw8M4RuNXr0sOMCMlJ3p8hCvTF3G8zMXg+xAsh0frQ0YZimDDwFlJohI4+GQaVlCVVREyZDN3w26w12s2jOTgqEdLK3V+OkFAXZWDfHAGokmj8g1L6os3beBv/X8kYsCxYSjhzC1nUqrLYojoZGfdJDq2IkG1E66hBHbLkBlUocDW2qQrkAWALLSypv1NUO+LGrKsujbtheAacWz3+9dNzB417BW+BBsElpCIT+uMWKBtsnTKDOZQJaZl93A/IxaPnfNNdy95ynOad7EzME6NhbUMJL2AfDQ0TMJBI5S4j2KU9LwVb5KeuflAJgTJazudZCR1H3UNCWEIHnwpQupOaowxSRxyG3Db5vMXfMqiFpizHuidsIcu7Z5yV+oa2xScQk1IWDzy9h8MvOih3lq7/WYNAXMIDIxjvusnul0J71MC61hqXUrDk3jsMWMV/JTEO/jvk49rOsqfz3PB1bwzBwTX0kpuO3H5z5tPB0MPvBkpL0TvmuaiWhb6DjN5r+P+to9aN6VTG23EvSUMqfNA0DcEcWpzuXuNRIPfGQ2a4umss/0GMlwNkp6hK7OP/Kph+5AU1Xknr2M+KroCkxCE/S3OUGz0J4zhRfmZ6NpMqT7J2w35fZy7tU3ksw0kypykesveMvcDAw+LIgWicCnZxH4bA0Fcf0auLqljyeWrKQ9J49okQNr4+NEGvpxTNLrRk0fOAraG9eLSlKw8uvm2fykxwZAedlGPp53OWf6f4CAQlU8m0xVJIaKEvzrhO1bZZgzLFAmS1wWsVKQcLG2aD7hDn2s/mEPwVYHckJ/7I/UO+jdM/HeatFkRLQxwUZ+k4hTpCaQrRGmDxzh6q4nANigrmJ7+NwJY9x85HYcqTj+xAgO61sjtN4vDOHG4AONoiqYgz4ALMkRJEXPg9JRu/M4zuq/i95dzeRqQ9ROu4ldc75CdvIEclICU/flcsHaQS5cV8DOzH6ybLm0mfooHZqOHN8CpEnKQToGd9PtLOXg1E+gyl0Txj5SNBWrMwdN7kFAJWazE7faUQWR6sXLcfsy+Podj3PTrUb+IoMPP+YcJ5YiNwXm8QDo2z96NZd/9zbW5Z+EVYzCY9cya7lef6kgPIRZ0XPB5CZ0E5A1HiCkCjgVF4IAvYUqJdbdnOz9fyANEhc0DhYP0SSW4Evq9aqK/M3IUgxFitLniSIhsDpm5umqVXTs9tGz08vgWidoAr27PQSP2hjqcxEasY/Ns2+fm8E6Jx2b/fSpPlKY+FLBF+m05gAwnSNkM8Dp2jrsapJ28uiRJ3HIZGWnaTrrpIVEsZOrDnD7jp9y1frfIalGnhsDg2OSVJJog7omwZKOIKsyit1Kb88upnDKv+ht8HaQe0S0WBUxSxw1vp0B3ywu2/MpBgefA8CZMFHSbWWq0MmwMhUxHUROj2cWez3yKkJBBia6UBU93bsgZqKpg6TlOop7LyWe2g5AW0EFW+eciDWV4N4TT3r/d9bA4H1ggcvBn4ixMC1SVOjlkd5hDlWfBT0Ps64wQN/gayyzuvAnI1SEuqjLKEWQRrOvx3JY6p5HfX2av4QXcO2MP7PbbSUzuoeGSDvbgtfhLdtENDybc02/oC1ZQ5XvELf7ryUci7HUuo3Nsc8TkC3MI8BTOcs4u1F3DA45nNw++2Nk1/XwyNKVXBDfin/zw1jcMi0dU9k34zoKRrZiXbedz3zjB4SsHvKlIf6v7Y/k08c13I8VXWARUTCLKWTFxDp5CWnMhPBwDms5I72OXRXngnS8stwYwo3BB5y4HCc1rDvqWVIhRJNMwp5FNNX57mwgOgA9+6HsRBD/NxWZOWoeIcGJHH0aVelCSR5AtS+ZkE14cmucooFHqchdhpI6DIAo+FG1YQA0dYh09Hmk0S4mx3Lk2AY0dYho+Bk0RXdgPDB5LpXlFZQ5rEx12TEw+G9kTWEGzz3cR36Gg80z3TzSO8x+VxUHfKfytUk3AlCU0YK/u5HJQ23UZZQyYMkEIIKfBetb+LZDL1Oy9uiJXDL5cciycroS4SzpZ+yJSUzO0HBGh5niWAdxuO6S+WxsDLF416+419GIPzSFUlmis/wSXiw6n7zWx9m0YA7bZs1jSOhDAO5feRbnbliLpQv2LLwWxeKjtXQNNXvrmVzfTNQ7hWiP7u8YE6y8nLWYs/vXE5ScFCh9fEO9gw5rgMJUHzIiP+RzlNHOTKGOudJWSMfB4jgeP4FhljL4YJNIBpHDPgBkIYI5FdaXSxFSA/+m342mwZEXYONtcNtU+Mt50PDiuzTjDx8OTfeJURXdpKRpQdKx5wHwjworaclCzp5a8kIVqGm99lMg7kWQAgAIYgagomgqiighmPKoDIymfR8VbHbOXMnUSdU8MaeKX0wuRjTy2Bj8l2IudBNIasi9UWbadZ+Xg7E0j6/42Vib+sJSAJb2HMClDZHChkOJcd3+JxkeKRtrF+nJQjtsQ0mJDHVn0XznLIoG/BSWbEIDelQPrREfUuPL+Bw7cGsys7WdvGbXc+sUKBJm0UZP+UVMHqjmmlfCnJa0YFOhsKODbTMuZOPib6NYMtFGPWzqqi/jrJ19fGRrFMuQ7ujv0JKc3b8eTYMv5n6FB3yrUTWRwlQfCiJpzKxkC89wMiMRJ0eaA6TV4ydiGJobgw808eQgatwFDhhwhSkZUACQk05G9h4kcMqSdz5ox064/+KJy/pqoXrNuzDjDxdpVUPW7Ghyz/jCN3K5A6o6E0dqFzGrmWFfAVI6hqIOg6ZR2N/BcM41aGqI7Eg3Zdn3sNMS4N7qEUzcyk/aEyxXEwymPPyl+lzW1ZzIH8uLjtOeGhi8f0heC6LLjBpJUzicxi2JhBWVO4IjY22eWLGac3etZ/pAC68NfZVNuTXsbyrhrJYtKC0CvVP9JCULm0pn0Ng1ix2H8zhzzwFmDdfS3eZn6DsmtmcV8ETdMrL6uyh/ahN5FQ0A+NzN7IkqFKQTFEgicdlEjjLu3DszLjEtbkM6bEdz6dk6YxaNJxa5uWjjIAl7Fmh6lXF/JINmaSrldl1jO9Ls4JJ1TzEQOJXfZVzNyYPfZVdNPg/7V+MJJPnoS0/TtcmDNaMXQU0CtvfnoP8dhubG4ANNOt6Lpulq0W5fGHNa19woCRfBhjo07d8oOztydPyzMHrBh7qO3fa/nD9u2UxKTaPKHQB4fEHcFeOFMhO+BSRd0wHo9QXGtDaZkThZw42YVAHRlEu5aQeVmUEeKikmbpPJFlN8RvsKnUVFNC6YyquzVwKw2O/GwOC/HUEQsBTq57rcGWGme9w0I2kaU9uSdFcW8vxJqwEY3O5mYeMhTmrerbdB46rDz3PdgSdZ3bCdW9TLcAxYmDys54rKGxnG/YhEzyQFq9ZEyOSiIeihcFCiMZzBc/4MLkg8hyX8OELvnaQiTyAna0lFn+f5mV0MWkFCACmJ2b2bbZm9/Dag0OwWqM8ZrQQujIsHW3quYeCIi9qmQloPBfDGzAxnLUQVLdTHltOz2c2u7iJe9i7GuT+MgEBDYTWS3fN+HO5jYgg3Bh9oEol+ZNEFQL8ngiSPCjdhD6l0N6m28L8x6Ij+f8pZcPpP9c9vEm5SqSHa2v6ALP8bY39IUFWN1tZWgpufIi6LqLLuw3S4tJqixZ2YHDI21Q2iC8FcCMCwy4ma1gXDQChGV6aGFHmMrP4deAP7+JL5sziz9LwamQMSAyeV8On53+dH5Z8CoFhQ8JkNZbHB/waWQv2+le6IcGLGuFB/erfMuTuiZIYU7j79I/QXFKEkJYb3OMmIhhmxOFlXOJ7z6dymjXiTYS6rWwvA2qJ5ADi2SniiMmJlFvcWfZzNGUt48OgsnuyYRk/j6SzOWEulqxl/fpDsRCuy8ApqqpYVGx8mbLkf78K7qTrrK1Ss+S3d2YOokTTmhj6ijnoYjXLyDexF0WSC9jLWj1zC/xM+QsTsoKn8nLH5DfsnUzXUgaBofPSZJ8gMBRmyuvlGxcePawkVQ7gx+ECTGO4hbdZvEkF7hLhZ9+NIRDNJ2wdJd0X+jUH1JFbYvODRH9yEOsZWNzX9jIbGH7Nv/6f+o7l/EEi1taHG4ySCdXQ33EVD7wiKovLZ+3Zz1u8PkB9JkVIdYyHcUbyY7TLarF5GXPuw9n6O+txtAKhyN6qim6+cWoLQDDe/Oq2OW1f/hdMWf5IXFp9Kt6ybDUeEOWiihCs67hd1an7gfd57A4Pjh7lIF2hS7WE+XZTN/YfSPPVahG8fSDAj28F5WyPEbA4u/dqPeXjVVXRm6dfHI1Ur+em8y7jxG//HsMuFOx3n7pd/ijcVJehwcNfsMzmUUYqowsDmMv7Y+zEA9nlnAiApKmcc3Ux7kYdJH2ml8sw2SuZ3U726EXdRhPzZPaw+7VXySraDSU+tcUHx44CG2K/S4HyeWHIn1lgvUxoeZWqDXgi3p2g127Nr6PGXM5wxBUHVr/WQu4SCWBCzIrN4n56i49myxQyX5rxvx/pYGK9RBh9ogv1dpM2T0NQwWQMRQjb9jUKLuUnbBgk2B3Etzn9HY6Yiw1iAV4YSFKNSBRM0N13dDwEwMrKNRKILm+2djf9eoaYUBElEkI79NqRpGoO/+x3Wykrcp5xC/MABWi+6GNeMPLouaSXig40DdxFen03SoSKX27E2LUGTe4E0aArZ9QPsP1DNi5PNdJ2om6ByhhspOhrArKRAA1FQqSvJQrOoTPI5OBIMkRm/n550MTIpTJpEa/EKAObt28TuGYsJuf2syPQec94GBv+NWIvcIArIA3GSe/up6kiMravwWzjcHWNWS4K95Tbu+Mip3HnOySyqe53d7SUouTb2FNawZ3o1J72+C3daNxVPmtzNly2P8GzZYqYNtZL/WoTTyrfxYskCRDTspJjf1YVrqIVoQCFYqm/PP2cEgPLV0TFLfLQng5+1XMNNC35Jpa+VKRn11A5VM5Cq4hWXhUl9+1maHCK/azOdecuIuIsoUp0cLT4PO+Aa3kbQV40oZRL2VTC3r47qvjYAXi6eR9pnRlFVpOMUhWpobgw+0MQGg8gmG6nIs1QfFRky6zcIKW0hZe4l1v7OTUfdvT2kNdhwcDlP/irJQ90nEQsOg5xE7tpBdv94Acm29nvetX35d2hqa+LxVx4nHUzQc8t2Bv96+B+2TdbW0v/L2+n+9ncACD71NGlBYLi+C80s4z+sMrkLprok5gwv46yjJ5JOlqHIrQAo5hQZsUFUVWTAXDU27ojVy4B3/JgoFgvJDDPRPjtXWo7gk1SSWhzPwJ0AxOyT6corRwA+eeqp/LQki+9X5rMq8/jZ3w0M3m9Eh3msmObwQ/UAmAt0LbTYHWV5rp1TD8ZxxVXcgsj1ZXn85apPcmd1CdUVusazacrV1JefiyYIqF4v9y6+hPtmnMumgpn02v1khIN8bt+jfHn3A/xh7S2s3NeOa0jXqDg2izzYa2FvTJdmLEmVtGRGRaC4I84pR46SjlrY2LEIgDMrNgEgD5xJnXsKT5UtZnd+IQIanuF9AKyKW7CLGaREjbvXTCMxmtdqIGM6nzj4DCJwILOcpC2THCmEFou9D0f62BiaG4MPNKlgDFWyoI2GKaPp8nhSdKNpvWihxD/pfWzEZIhGIUAgWgxAH59hw0CM00JdiH+9kJmxEAc1N70BK319zzOp6pvv2v68U77y0ldoMDfgH7FQGfPQmfwz3QdiTJ16K5JkndA2dVT3h4kHR+g/UseBQ3s4OK2UsopuhCe9NIazxtpaC/dSHLyOtJRGTbcCMOIUyQxCrj3EbxPr+MRo24icTb+/k7whPeqhw53Dpxc+TcfmXNq2BVhaFOFZs4o0arJKW/Xsqwu9Tk6aMy4kGRj8r+GoySZRNzT23Xd2BbFdvUS395CRkDnHaeF0bw4Vi/Mxj1a2PO3qGaw9ZOdgX4SRsgxaj67ihctPZptFpMuvRzCZKoN8MXUDp7ds5WNH1rKyYw8AsiiRztCwD6gIikByy1T+NO8I3o5KHhvcweqFdxDHxpdi/49rhVe52/pLPtv9RU4p2cBk/36WlibY3GpDREEVRSLXXcOWmI/nXm/izSk3tzlVWooK6RIPUwn0BeZS1fQYADvLV3NVyMzkjRtJnDwXF6735Vj/PYbmxuCDTSiNJki8+VTV1ASaYCIVd2FRFNKJd5biOxaPc2vkxrHvgiDRGF9Aom0fYkxPSlfeawZEkskeEsmefzDSe0s4HKbBrId2trYeQRXSDJQ/Tl//c3R26tmD4/EOEgld8EsdbSJ/9SDCyjT3fvvLbFdUbOY0XZ3ZNIazENBwj0ZlJruSvD4jjkz/WB6aXo+eVC/tzmOztAx/tABNE0kNnESfddxfpqi4C18wTcAWYajOj+/VAiza+HtSoU+3/V+an/neHiADgw84tinj14BzQS7WEg/+j1QRuL4GyW/FKqtkHh5EjKVJtoXGoj+n+3wA9GWY2FFl4/GcLLr8GTgSKqv2xaiMpLA50jw8ZSWNk/T0Cv12L5dd9SNuu/B8KNO1N19be5g77lRYvjPMzZlX0i3lMSL5+Vb1d3g491Qmq+3cfXo1kn0xoHHlgm0sKvdiFmVA4JXOo9Q5c9nlK0F9kzV8p5gir3+Qw3YXcTWGYrLRkzOfI0UrKXFOx4xEU6wC7U0Fj99vDOHG4AONEDOPXvDjV5YU11W86kg2WCPU7/jzOxpzy3AmQbl8wjKX3UfPc9vGvjuGh/DE8wAIBff9yzH7j7aw4b4/kYxF39Fc/hlHmsdLHORF/STd7SDqN6362j/R3Hw7W18/iW3bTyfZ+jKh13+J159kemYf+zNncnfZ1VjKLcRTZgRNwOy5gpTtC3oOGxUcR1KEI7q2x5VQUcx6Cq92RwlB1c+S/hqcRy9DTRYwO3L52FwyXBAYSBHw65ojsyKy0KYLNCbBxGOLVvNITQUX5vjftWNhYPBhRLRK+C+YhHNBLt4zx+85lkI32dfOBFEg2RSk9xe76b9jH3237ybdF2PmaPbu3ZLMpun65zU7o3z56SA3zS9lQauAqCqU00PBjAG65mdz4/IbGFEdVGTIZE2Lg6gLSlnD0Dr5XO6vvhAASdNfBr9R/EWmyffwtXXdlBeeDEBt9+OkbD8mqerXduNwPi39w3xOfJS5xa8SEzUeciaRBTg/y0OHu4x9Zj1ZYGfBco5MPgMAIb2bKTnP4/Ycn+zEYAg3Bh9wxKQZtDigjC9M6Y6u0qCbtH2QYM8zyPLbFyp641ayRl9D/IL+cBdM2fii8QntnLVJsuovJPZC8F/m09n80N/Y8eQjHN7w6tuex79iT7OuakaDsBCj03dobJ1gPkj9wXuZvWeImbvaaan9CUcy9araoqCR8ttZ4H6SRcN1enspE1HKQgQEQRc6poU7kRO7ACjt78cdTZI1rYalq1azbM0y1hatJVr0EKsd+7hK8jPdtwgWnsD2wCoEIGvWyrH5nGSdj1k0s7RgKVk2F8v87uMaBmpg8EHBOS8H/0eqEC0TK2SbMmw4arIBUKO6gJDuiRHd1s0Ulx0BUIGESaAkARf5PFzwf3OZujSfL319MX1iDnUU8wTLyC8bYsDhQwil+X1qDfMcd3HL2Zciu/VHfHZzPygamalh9m84h1npHqIDGinFzJ5eK489pN9bKiUNX2z8pWQo5WdnW5TDQgnzE3dgXbCLrsBrAPzutXaiqsQBF0gkiToLcKXtgMoV+b9k2ZKK9/bA/gsMnxuDDzayCU2d6DSc1vqQAPOQA5fnSWJhC93dD1NUdOXbGjKkWsketWT5mg8wXFZCTMlEFhoB6NIyyBeGyI4IdI8sY1CQyesJY837xw6xQ116KPlgR9s73sV/RG1XLbjAq7j4XrHurLt8wMwnTDGOdM+g4v4OTFNE3AVJHq23UepIj/XNCDzDRl+Ml5t1Gz2mLKzJYap7H2dnRiaaOoQcexnQMAnZiDThi2Vz6Ve/gcVmR9M0Mtoz6In2MHupG/srMG/JGlZfMRdNVWHRIqScaWRs+DJDne2snH82y/wX4LEYTsMGBm8X9wmFxPb2I5hFnHNziGzpQh5K4JNE3vw6dc/yaqa9qRZbTq6T7549jW88cZD7lJOxKyJmUSatmDA36M7I620LKCge5OOHXqK6vonivQ180/pXXpensmrLoww5zqAfvbDlfckafiQ/gdWiIagFb5nny8o8Phe4kmppHaJF91VclrufFYVbONS0mEkpqI3rhYyzXN38STuJc23FvHWk9w9Dc2PwgUAJBqn78vUMrls7cUX6TcKNoF/usqBrWILJXPLir1LSV8/Rtnvf3oY0jaBiJ1vRtQrZA/sQNAVVszOInsjuIeVEvSk9fK70Fq4r/yGvrruaoeGt+vblCLHBPbDuZogOoKoKwV7dL2eos+Ot2/wHvPTAX/j19dcQHhp4y7rOzk6SiTA19V4Cb3L52Rwz07t7BeZn03gGUvQf0IWJosEwM8WWsXYHXSG8UQ0lot8QRTGTQN9uspp3oZjfEBb14+nSimnKF8iwZGOx6e0FQeDnJ/ycby36Fteu/Ax5X19ExqU1+jpRhKIFYHHy0R/8jCt//lsyC4vJdebiMB8/NbSBwYcNc46TwGdryLlhNrbJ+ouIPKQHSVxXlI0A3Da5aIJg8waXLSrh60V5zE/YUENnoqomNMv4I11IKDS4dX+cimAnfQNObu68gM/KX+DXiXPpHxqv2N0X8vNo3VmkFDMtwRIApkcPYxWSzM44AMDz3SfTkvCT7D0bAZUdPbNxmWOsKX+KaY4XxsY6Kg7zM/liVr/qIZZ6Z/6Q7yaGcGPwgWDrc3ewyVXO7Yf/wC3bbxlbLijimHBjduoPYw0FTUsS1PSaKL5EM6n40THH2n9KKkpUyUISJAQ1jSPWgz3eD8CLdn28B0rOQNUEtjuTDJqDJMQkL8fj1NV9E1mOsGv3Jby+90LCO38GG35GeGAAVdEv4jc0OG9GUzQ09a1mrQOPP0iyv4fH731ruPm29VtwSiZqGn3ELOM3CFWAfXN2Uqp00JdVQyiZjabCVMt+fpBjYovNxnCHjR/cBXf/PwV3TLedC1IGuUndcTirp3/CtirbdvHqLJGc0tIJy2dmz+Si6ouQRAnJZUEwT1SrA9icLjILjXpRBgb/LpYCF6YsO6YM3dtfGUqgaRrfrshn/9JpXJr3jx3zP/bx6Xzrwhlc9ukanr5hGeedUYU63Y9q06/VRp+uOykK92KVU3STiSOdYOpgC8WhHr2O3CgvdJ3Cw/Vn0xbW+/zafze1lqt5PHYzFzpeBmBT52mYkNEQSSh27jl4GaI3gVrQQcLcQ0xQuRfdHFWWuwub2SicafAhR9M0OrvuJxw+SGXFVzCb35kzaV3nEMmeNeRHcvmN62aumXENWfYs1PS4cGOxqqgxJ4oaR1NGCEk5pAEz4B+G+q7nmFl+zVvGTqdDdHU/SCLRiR0PKG5SkWdxqBnsqtRwRnuIOXLZI5SxxTVEa0UFLV15POYeFyrWS10sj4TYsfN8YrFGEGBHvpPF7dsYLuhCEsx4LVkMjXSTiEboSvdxeOgwp2WuovcXu7GWeci8fCqCIJBW0nzixesQy4O05MU4qXncl2YkluKJ7Y0ka3uoNuUzQjsRhz6PEotCxmEB37BGVJnHoelX4hreQ0b4dh4qE1jvdLBNsvPHrTIBRdfLRGxWQEO1WElkZuHugMq+DgY9+g3MlUih0E6/x0nFzIXv6DczMDB495B8VhBAS6uo4TSSx0K2xfxP+zg8FqYuHU8y+ssCL46uOPcl9KjPIZuHoNWNNxnmwoZXKZb6mN9Yiy2lm7Afq15G7RWfpW3dbk5rfp193ZVoOSInD+/ANhTnpWWL8AVHOD29gxdNCxhM6IJWpa+Z9nA+DSMVbOueS29hPb866gaSIMCqknWsqngKgZ+9Zc7vF4ZwY/Afo2kaBw99nr6+ZwGIRI4wu+bPmExvLwww2L4VNalfxEokl1zFSf1wvS7cKGY0bVRzY1GQTU6UVBxNHUax5PDrwGy+2LeHkiPV7OvsZ+TaYXzOccEqEqln1+5LkOXg2LKC8EWo6SNEgI1zBC7Z3g3UkBGp4vp5uSAIrPOVsMPeiaBBfipAp7WPvTETy6XGsXE6M61cFuth+rofcVLGSio9s9nU+xiDne18/tBXaQ214iozUZlwkqgdIrKlFdOiEh5qWk9D6y7kMo2EVaVbauWmtT/hLO8B+gdrad99CuVqPs2hIfIcBcQcerG8SrmYqx47ikUR2Tl7BUryMANs4OGuWdRW6BFkyw5riIpARyYE7XZUUY80e718hNTgIs4+ugdnZFy75Ism2La4mnOai8g5Z+o7/u0NDAzeHQSTiOS1oowkkYfiSB7LvzXO+XMKuW+b7vsnALGcMrxt+7nsyMtjbRJmM7Z0mnOaN3N19bUc+sWfKejv5bymjRzxFVEe7mJYcbG2YhHPLDiB9M4w1fYWsp2DLMzbyQmFW/jDjkvobS9mbeuJrCiygiDiIMrplX/ktLJ6OrWAUVvK4MNNKLSHvr5nEQQzJpObUGgvBw5+FlVN/evOwNEXvkwqPv72MT1WQcOwnt9FVcZ9bkzONKJDl8eFtG5aqQ1PAcCb3s/U3gAHX946YeyOzr8gy0Hs9lL8zlkA2JRxjUy3z0TW4CHQVMqHZlHVMEhB70951Ku/2UyLmlkV0bff3ZNLxlCKnL4kmqaRb9EIOSQqgp0EbLqTnc8S4LebHqJOzkWRfOzr24OmykQG9lN730tMWb+XW/ffjycmkrCq+vFzyAjbHicytA2XdYSqyh1oaj+q00l90Wo+tvNHeOMBPvZ4HxYFIo48Rpw20rEX0KPINLrCOQiaxsn7VOpz/Owsy2fjtFFhRfSxq7qYP8328Ny5VzHiGn8bPDA3E5OkknTnkJ2d/bZ+LwMDg/eGN0xTb/jd/DvMLfEzq8g39r3ky5+jLSeHo9mwvdLE7bPO54o138DklpHSGiPnX0FBfy/DDjcRk43qkXbMih6detHLzyA7rLhzZfqGsllVtI6Tizfi3arylQee5s5Xf87Zm7bzwMGPsLJ9NxfVriXHbkUQoD829z86Fv8phnBj8B/T16c7kwUCp1Ez64+Iop2hoY3UN/zgbfU/kjKRCOWNfS8IVVLfuxc1kUBQTWiaXhxTzExgHi0DkErtIhV+hKLaME2mTCQhQrbla0g7G7nvR1fxxGP367WWBjcAMKnqG1SvXw+AWRsPK7cnrFjSLVQ0PwXAspYzCfSm6BB0/5RvBttZPFoJu1UcZPbBENPrwqQH9f6fsiWRIw5kRwYv5JmwmTw09lgIZ1zDSOAb7BzpIL3/x9TRRlOslrO3rkeM7WZey7j/ipCZoLreTsOjlXg6rZzcewDJFQPsFPZ7sSoOFrfNx1mrpzLvzluEkhrXIAFU9MIt96jkDJlpzM3AkrZT3DMCQNjrJi10MpTj55cz4nzuujSHSkMMu1IMpoexmxaiWmUcDsMZ2MDgeCK9ye/mP+H7Z0/DLAksLMug4tSltCy7id+eN5d7zshjZ0U2IdFFY3XhhD4jJ2fwq4supTMzQHN+EW2BPDyxKOe/+jw/eupO7nn5R3ieC+N7RcD7NzOupD7H01tf568v/ICv7rqPi49sYnZzEwAbDpcyGEn+R/vxn2CYpQz+IzRNo6//RQAC2afh9c5m+rTb2H/g0/T0PEX1pO8hCP9chn7BdCZzUuOmJMfwJLa13Ew65zIEVQJBf6h7coKQChM6CqCiym04ZHioewFXZ68nR4gzV/wui9MKw/teIrZiMolEB4Jgwe+ciRRXcAyrmLRxjVJFl4vDhQ5qGtayq9SDS87mtLorabX+iAXNcXIzLBSV6zl0uiwCR1Ur2aqK/yULbXMceEoixEKFXHuGk6MuieuVEuZuv4uSti3ELFFm5MYYrgrS1Kc79k5pbOGgW+VoRSmg56DpsJtZEWghrNxM1iEPmvhbRHU2kqYgabpat2igmtcmFRO3mJCtvUhpXfskmqtR00co6/ZQm+umNm+iGlg0FbG9updpdZ3snrMAS3wHCAIDPvBbL2ZNJI+WRJD8STEjL42BwXHGlKlHRcmD/1i40dIqI083YSl245yXe8w2s4p8rPvyiXjtupa2qCCPU/dfDUASjScL4baCi/hz9GbCaTt/yl1DTYFKOHMeH//+yQjAys2b+OZ9v+Vjzz+GWdG1zHPSBTie7ARU4tMEfrL4eq6/789kxcbN/oF1KQYWaXzbuYdMl/Xvp/a+YQg3Bv8R4cghEokORNFGZqZeCTozcyWiaEFRIsTjR3E4yv7pGP7hTmAukhxHlqwQzsNvLuFw85dAXQSS/iC3+9PIyUHgjVwqZiBNRscQ/dv9OFdpuCz6TcEvRGh//qtQAE1JkdrX/8hngcwWAZHEWA6J4j4HvQ7YWwq20F5kwGLKZ2XbSqqaHqfVlM2NWd+jKPUL2i0ij4vTyeiaS1//UYYOuHHWmugrm8OwCLObEmwsyORUTSUwDOBgJAYbwnqI5zTfUqb6lpDVsYHfVqwb2/8RSxzZnkdGuhAVSCpfIWk+jD1UOtZGTTQStek2eDHdOzZ/k20RqfRoJuM3CSd9havJH1KJOwto938fBI2sjmvHwulL5Rx6Anm099mw+7Zw/oVfexu/toGBwXvJG2apdE8UTdPQ4jKhl9twzA5gKXIDEB2tTRXd3oOWVnEtzj/mWIX+cU2sJ8s29tmKwA05WTTPz+XajBTNw4XEsDHYbOaWFVP59FAfQyMJvCOTiNo8OBOhsb7eA68D4MxLcNsFN/Ba7hKCJR4u3fAwT5afydf/dAeOrgTW3VZKwhtIR0Ywu3zv9mF6WxhmKYP/iOFh/WTPyFiKJOkXkyiacTknAxAO/+Mq1gAkI3j7dNWlLXwI74geOVQWPJUhZwcquvlGA0Srhi17vAidybkagIjVDBGBzXXVDGsOtg/rF3t+03YsSYUDMYWWw78FQA05ELS3vhX1eseLu6VC99LgrqchJwu7nKSm4xA1ewqxJkU6s7q5O/8U7pj8MV6ddgo7Zizl2ZkzuHRdJ2fujHHqxmGeWa7w0MoOFEFDCjtQEBGdfoKZRawTZKzmUhyhQfIGNHKGrMxq8PDX6DQelDbwlGUHw2KMQTWNLWVFFVIMS3tQkvv1Y2uZMjbPiE3GrMqIoxW8/XErYEGQ8imKTMVknUFY3D8m0LzxX1JFbl1zFj9P/YSlOd9k9smzcbmOT3E7AwODcSwlHjCJpLujRF/vJvjSUSJbuhj8ay1qSkHTNKLbusfajzzVRKo9/E9G1Jm9qoTccg+Vc/UacanOGF9dPY2fnH4pMXTBJ08Wadjaw2d3p7j25TDTYha688fLZcqifi9WBIH71lzG+qwFAMxo38It3o8xNMvOC4tPAODAofn8bNWDx02wAUO4MQD2rX2ep2+7mXTindt5I5FaANzuGROWu93TAAiHD72lz8QBesnr86KkmhhkA6m4ntrb0lKFu+1ExtLDiBKCACZzFrasHGRRZdhnA8EBgkDYbqHoSB931U9jY08FnTEPEuDd7aJ22EtpUkXTYEhzo40KN2kTjLiUY89LS9CQ62V/UYBirYHMQTOT29z0mVTaUzI1wf1cuPFvCMFBbJEOAiH9BmGTbaxouZiYXeHAlH5kEeSiCoaLKvmRZuM7WoJ18jDfuU/k2uf8rHk9l1lNXjydPahHdxOMh3jMvAM5ratzPeF6ilvXAxomsRCzY9XYFKMOgSFHB2bnaVQEi8B7KlbfpxB8F7G/RCCUfhUtvn2svWdUULx0yqVY5l1OxvVrsVz8e+acdO4//40MDAzeF0w+K941pQCMPNtMdIeewVMJJgm/1kG6I0K6OwomAeskP2gw/ETjMfNovRmX38r5X53Hsov0F6Hhnhh/+eYWNtx5kIsiFs7R7GSrIkcPDNLTrJuYiqb46cxfRqp8Ft4rr6YtXw9QeGX+Um6fez5hkwuXHGHrwBRiqsCkvk1smqU7Ec86XMdms4fYqDnreGAIN//jaJrGpgf/Qv22zRzZuvEd949EdL8Rt2vyhOUut34hhCP/XHMTHz6CSAZyYjMAI/YUipDAFrNhPnwx6qipRRP1U9XrXI6vbBCTKtLraUGU9Aifw3lFaKqZ4mA+WzNm8Dy6s1xhZIBb62RO7/t/9Mjf4iVtEhq6cFNfGmPXHAGfuxQA1WxB9OZjM2UjWeegIdCZ4R6ba1m3hTqriWyhl/yUHmpZ3lrHpx7/G5o4GsWlKgSixVz3QgGL+x0IXoGEy88m+zDJnOdYzACVoekcmPFlOjO8AOSMRLCkZcR0EnuvQqBnAY6wfhPK6j3EoEO/QdgHh4hIGqLjNGKSk37PiTQEuhAEM1HvLGLOSgTBzB9PdJLVfC+WyF4GtdKx+f86dxVPn/s0Ny74EgAWi4WpU6ciSW9NzmdgYHB8cC3Oxz4tE2QNFA1xNLoxsrGDyKjWxjE9i4wLJyHYJNKdEWL7+v/ZkGM4vVYcXt28HRpIoCoaSyqyuPX7J+DOGDddFVT7mL2qBMVk5/XK64ifegW9+R+hc9Jp3HfhFWiifl/O67UwNdOGq+pHbE5sZqQ0SsRmxxcJ84QliUM6fiKGIdz8jxMe7CcR1m2qTbu2/4vWEIu1snPXRbS0/ApVTRGN6p7xLtfEHCke93R9/PChf1h0UpbDPN/yPcCNpkbGlqdUXSAaVBRGqySgSBKqZqW64mw8Rfo2o5ZOBElXsx725dNcdiZDxVfiFBfyS8snSKoSHi1JsNbGDaEuPq1MR0v5Rrci0OuN4Ev6cJv0xFRiOoUa7ILMbMyOE8F/Joo4/uD3RazEEFAq7iBL1SOocgc6KR3Q05X7B/cQ6NcLUebFlvNc9RyGChfxWvEkrLYuTggWsHg0KixqFVBEQLDippSq0QoMSnIPKuMRBnGtBVUUMKdEHi09kVdsB0ks2M+T1aczrWATp4T1xHsj/kkICHT5JQr6a3nWu5p1mct5NWM1X+xN852BQWaXnEiptxSTaLjaGRh8UBFEgYxLp+BclIfosZB5+VQknxUtpRLb1QuAfVY2ktuCe5mejDO2p2+sv6ZpqPF/XPZgzuoSsovdrLhkEh//4WLO+UINZqtEweTxoI4lH6mkcIqf7GI3ckrl5T8dJu4IkD79ak6oKhlrVz6sUNruQRBlBAFePvnjeJcv0+exedO7elzeKYZw8z9Ob0vT2OfaPbs4Ggwds52qJunte57dey4jGNxFS+uvGBx8DU1LYzJ5sNkmOrU5ndUIgkQ6PcTAwCvHHLOh4cccCmtoghXe5AfjiOhVv0dkDUXUBSPFJCHapuPLmk5RUp9jWGtBNOnCjSSl6cjTH/RzExBJ5/FHdQ09u7xkNw7xrX2/Zy8KG+Oj5jPBwaA7TkHET9vwrgnz0lJ1gIadKv5ywZfZMedURFUFJG54IoevPmjFHdffpkSg368LR4O+Ogo6de1Xd1Yl8/Z18XrFZNrkEGfWXsWs7pVImgkh1ThW2Vw0FXB48hpeWLoAQdQdj1V5vNZUt0eX7p4uOIkjGSUsyBGY4trKT5Z/n3y5h1RwYi6h2hL4bf8tJC12DnqmM9fUwNWxbi4IRyF7onbNwMDgg4kgCfjPrSTvpgVYiz3YpowWwNVAMIvYKn0AOGr0+1+ycRglkiI9EGfgDwfp+t5WIq8fuxzNrJOKuOjr85lxYiGeLPtYlOTMEwsRJYFpy/MJlHgQBIG5p+mCjJzStcfZxW7OCvjGxvro0hK8iWzOq/scD5/6GFbBhlY+D4D+p1/meGIIN/8jaJpGT89TY5qWN2g5cmTss1lO8cMXHkGWo8hyZEK7Awdv4ODB60kme0bHUzhc+xUAXK7JbwkjliQreXkXAnDw0A309b2AosRQVRlVlWlo+DFd3Q/RHbSTGg31foPMIT0jbzAtoow6waZNJioK1yBY7NRQo883HSdu152YA8k+ZFFPvCeZPZQmU7zYNZdwux5a6R2MUh3qIX80Lbko2InaNfz1zYzN3KLXSEoOq6ijmqTMmJXXZy7AHdeFiLDNTmfGxNIS4dFkfE4fbMkP4EjsJRF9FHc4wkdf+A1ntGwFQfehkVOvUdFwF56B9QBYzVl4ktlUDZ+IIOlmqnTyUcypMIH2R0mZzSiItDr0m8ynr7iMoXYXmgq9IQdHi+MT5nLK4nxKHTLfkv6MixiflZ6EqtUw66OQUY6BgcGHhzfuq/ap4/WlrJW+sTpvpiw75kIXqBDZ0sXAXftJNo4AEN7Y+Q+15sciu9jNtb9YwQmXVo8tK6/JpmLOeHLP7BI3i30u5nkcLPA6OaUml6wiFznDFQxsgid/sZfXDngZyJxOd+Gyd7T9dxtDP/0/QkfHn6lv+D5OZxWLFo5XcK2rPQiASVCQNYnE4UP8adcFpKMqV//8Iaw2LyPtexnu3I5gM1NUdCVu11QOHf4isqx76btcx9YIVE/6LunUIP0Dazlw8LMAOByVBLJPpa39Dwwc8iH1S6QYmtDPHxxkAEioFlSTBGmQTSZyAqfqDaadB88+QkbYQp93iMJgBWq6iVToXgQpD7NzFZ9tOcL0I/ehAUFvGe5wB+f1P0J01MwkYsGierCmJXKnzKA5liaPKkKdGprcgZpuQbTOpKQnxpE8NxbTsWq8CICGnK7HYXbzY+lM5GqJG/ruhtFEgZGEg7xuGWwQ6NvF9MMPoQJ1OfoNY5bnAHuTuhpXEPWIpUOFYUoHb2JvtZeKzky6bLmkRd1OXpibQ1f+fI4+WEve+atYPmkh236qH7/k9G5unHUStJ3NZbv+yGWmV8HqgUs3TQgTNzAw+HBhLfci2CS0hDJB0AFwzAoQ7IgQflV/KZS8FpRgCmUwQao9jLXYM9ZWSytoGoiWY/vZmf5uuSAKrLp6GpKplmB/nPwqHyZR4Jm5k8ba1JxSzMt/PMy+V/TtW31+tOt/SFGZxyi/8L/GkSNH2Lx5M6r6zjzJNVlGCf/rsL+39NMUmppvAyAabUCWo2PrEp2tABT36aaeKU2tBI9KxAbM1O1+ATUuE/7dEMXbv0VO4Awqyr9Kb28JXs8pY2Nk+Jccc7uiaGb69F9TXDxezDIWa6T16B1Ee+x0bMqj9IgDRW6Z0C9p0nDERqMERs1SCcmC3a7bl5l8FkuzjzKlJ0Ba7cZkG9++pnSjJHYxnDUL2SRxeP7J7J79ZZrKzx4TbEAXS5xJXZgonzGT//vhj7lo9RpmL/84/ooVaLK+/ZqGbr7wRDvBrCtAsCJo4xeraJkMogfUMMnQegrFMN+M90FMr1op2eYDYE3pgolvRC8p0eV3I0sSDilFhWcb6/wvs8ua4qBNvwlVROHh5RLupK51SmbpztFnz9JNf1+49Mes+NbXuPbULzGvvIaRkw9QH9jOaRfM0Sc26bTxg5lRbgg2BgYfcgRJxHdGOfZZ2dhnTSyT4lqch71GXyaYRbKumo5jtm6uimzuQkvrz5lUZ4Tum7fT+8vdKNH02962ZBJZdfU0Lvi/eZiPIRRVzQtQc0oRDq8Fh9fCOV+YzYqPVlO9KO8Yo71/GJqb48D9998PgCRJLFq06B+2S6kqbYkUlQ7di73pmz+mY2sDC379fzhmTH9rh7hucsE+0WzS1/8SijJuZgqHD+D3L2K4uxMpnkCyziMSyAXtFazpcTNH7Z7nKc9ciCCbscgBMrOvYO3atWzdupXs7Jl84prvkU4N4XJNmbA9RZZZd+/duDOzmLPmLKoqb6Kk+Fp6+56nvv67eqNk8Vh7TdE9/Wf5u9g3nM++Ugu5ahuQi6bqvjgxyT6+AWcmi5bOwL7vPKTBdQimbEy2pWMRV4p8lJTjVL7/ifM48chKANrzl0Bw79gQomDDHdcf+oHSCiwWC5aTi1l5cjErWcodn/04qqxiEXMwyxqCyYPV+xk0rZ9U8K/6GFImZut84rH7SSbSfKS7hXBS96WJ2YOUxO30C6ApQ2haisqynXQ53DSa9N9nXmYHR4U8dmpLwa4wWTAzJQh5YRPnBKP4B/VjdOUlK1gsl3L6DP1m4bK4OLn45LF9uemCG5A/ImORRgvtlZ8wfqzSE81WBgYGH06c83Nxzn9rRmLBJJJ5yWRSSwsQrBLmgAPH3ACxPX3E9/XT3TSCfVom8QMDqDEZYjLBZ5rJuLj6GFt554iSyNILqlh6QdW7Mt67haG5eZ8ZHNyP2aL7mKxfv55k8ti1N9YPBpm9fjfLttVx45bdqKkU21v8HJpyFft/99RbO8SG4Nfz4TcLQU6iqikOHPwcDY230N72hwlNg6F9AGx97AHAhMm+iBF3Djar7mxrFmVm+zvo6R5g4MiWsX4NuyJs3bqVbns3LcMtqIoHt3sqaDDyTDMdzx3gL4f/wj3P/Jx9Lz3Lpvvv5f5vfhk5ncZiyaKw4FIsw6PJ4nZOPPUkMRuHYzTJnNXCxml6NNIbjsZJk2dCe875Nfm+INkOUFJHqPQuRpg+V/fRUSOkQvewZOcgmqa/tWjqqKO0JmB2rEY0eXGHdD+aQNlbfVEWf7wKRdajtgQEEqY4Vk8XohgY85/JjkaYZ/sSNQE9LDwd24aq9INgZucUL9NrH0J/f1BIjvyWF+JZ9Mz0ErOaMUkas/zdtIr6zcpVBEsW679LdyqD4ZYLQBNImzVmz1nC5YtLyfoHqcxFQRwXbADMdjCPZifNm3XMPgYGBv9dWIrcmAP6dW+r9OP7SCWSz4oaSRPd1oMakzFl20HQo6vitYMMPVBH5PXut4wV2dJF983b6L5lO7H9by/M/IOGIdy8j4wEd7F333lMm7YegEQiwW233cbevXsntFOGOrh21z7ymhr50R0/Y8PRHrZs20Vfpm7nfMqmUNv2+sTBX/spRPsh0guhTgYHN9DX9yxtbXcTDO1BEMxj5qHBnl3seOpRjmzaSE3gctKRp0mF7iGR0h/madWEFhGZmqoi2t4+tokDW/YwaB1kS+4WtuRsoaOjA0VV+NO6uxjc3AIbRjhwzx3UvfziWJ/+tlY6mmt1xzJFw39zkqxbTUQagxOmbxcDHLHpGqB4PJvIkB759EbCPcx/l0HXkYF9xRoKmUo6+ixaYgOLh5cRdI/mxVGDqHIbmtKNpsbQVH17gimAZJ2GoAbxhlWmLDsRd0bWW36r0urVuJa9hjJa6CAoJnEM6peL1XM5FtdF7Cus4nnPeQQdZyOY3rCDS8j2E7lkUohEoYwv+oYJUCGmWIh06iGa5W4Ji6gyVBYgcXIeA1MLuNt3PQA2NUmxsx6AilnzJwoub5frNsH8a+G0m995XwMDgw89rgV55H5lHv6Lq3EuysN/wSQCN8zGuUB/oRq89zCxvf2MPNE4wfFX0zRC69t1v52RJMOPNCAPjmuA5aEEmnz8kvO9XQzh5n2kpeVXALjdgwiCisfjIZlMsmXLuHZE6W6h/uRT+fEvf8437/kVc4808rEXnuDmzjBmVXdqFYQcbnnyM0SGRktTDzbBjrvHNxTpo6//+QnbzgmcQTRSCcD+p1vY8Lc/kmnJJYILVT4KaKCNm64OJHJxROLYWj1oqu4c69JsmD36wzpsCfPspqf46otf5raOX3Nn9kNomsYnG5YzJTJR3blvy9McqZlNzw9+iBQRsDSLDBQ639TChE/yIJv0cEd3OsxBbVRTMyrcONwZbzmezvl52BbHkGwKHe517I5JeNSJmZIH1SdJBu8kHVurLxAdFB19nC1lG8m0ZHDS1de9ZVwAv38hZ6z5DOvcQV5yhnEIGrsdWVSF6pBwIJoL2eswca+6mvaZO7GfN4XXMpfxcP5HSSW2sKm7BvWMCB51olloIKHvd75tBICS4sVg0i/DAo8bs1U3Qdq79H7lU2cfc37/kswKOONWcL5VcDMwMPjfQJBEnLMD+M+txDkvB9Ei4V5ZDNJEPzx11AdHiaSQ+2Koo1ptc5EbLaUw/HgjAMm2ED0/28HgXw7/w0goNZYmvKHjuGt8DOHmfSKdCiK3b0IYTZM9eUoO11yja1L6+/tJpUZDjTe+CHGNKa3N9OWfz+YlNzOlQyYojwsD2dEiDjpk/vKTT6GpKuz+M6jjSZvUcCd9fePaE1PCj3X3GrY/3o6qiIQ69Z8921dGV3w8+ROAaK7AJltQJJHB+oOkn/5/xLf9Fk1T8QoOuqTesbabQ6/T2tqIOS3g2t/Gnzt/y5cmrySe0qN3Qg79gtm9/SW0ZJIn93fzWsksEjWlRBT9ONilPCyeK3CJaXKEGF5zHBGN2aG9DFqDY5qbQH7BW46pYBbJXV7MtMsaqDytjbAniEOcR1oaz4/jjo5qfkbH6fEN8Y2L17G3UubUM6/A5vzHNZVyc0/mp5+cwfeuKGPTnN9zikOgyzsZadQx2ePU89Hcvvc6fnNgFvs9M8hIdeBQowz0z6G5OAf19GP7vOTZdN+cUybN5u5ppdw8qZC/zCwns0j3s0lHdUG2YPLUY/Y3MDAw+Hcw+axv8d2R++MkGobp/vE2en+xGwBrhZfMS/QX1WTTCEokRXxvP2iQODJMom48ylWNy2iySnRPH903byf4XAuhV9qOayi4Idy8T4Q3fI35u/op6dAfdl4pROO6bbicTjRNo7dXFxoaNuoJ7w5PuZL+7BoABrPms6B2PKLIrFpxJwKYlxzg8N7NvFL3EG/4vqualT0HXkEd1RhMPxRk5vbJmA+ITB90ob5yBnLMDAJ4TYWkRqOC7Kk0DrMLk30FilsPTe52OtAApXc/A0eeJYyDVvO4MNTqaaXb0k9lhxNXXMKWDtOT7CKlRFHROJqr+xb1irncPe0Mbqk+m9rZV9NT+gmkpO7Lnh32Ikpe7GKI6epOTgjoD/2a0H4GCYKm+ySVFhy78q3dXoRo0hAkmFT+V3qLPOyas4iHVnag8dYL62hW21j00PwFq96y/u+pqqqiZuZMSgsr2BN4mWKrOHasA9p41FkkqRIQYswf0RMCnr58Dr8/8HF6XLmkRRNp4c2++xrZVr2vJbOcswI+rirIosppIyO/cKyVIIoESo3cNAYGBu8uvjPK8F9QhaVYLy+T7osRfK4F3mRtslb4MGXaMec6QNMFnDcX6Qw+14KmaqR7o3Tfsp3uW7Yz/HA9WlrFnOfUsycfP9nGiJZ6r4hGm9m1+2IEQSI7ezX++tdYq8yheqgB7dlMtL5n2ZF7mOYFS7DaNHrrO8noteBuPUzUlkV/9rg5YsRbyayWQ0Q84w/4rzxRwMCcdl7M/zp/9Jm4Xsjh0sCJRPcsJm77CwCdSVg5mOZFbTN7e4awJEUY1RTaPAkGZReqogs3ghDm6eplVAR9VIedEN9I1Ab1gWyq+/oxHXkOaUo2UVMCQRPQBI2klCSpJZnWMh7yd17HcyBB1J7GZosDXjLSYR6cm4t1ksD1u+wIssphVQBNA0k3N1mlMCXiUcScTOR+O+ZUHCk8nmCwvOitUQIAfv8i8vMvxumswrRgNcH/dx9BbS6N5sfp86fJGZ7orxJy6sKSqNlxmp3HGvKYrChcwS1tN1OeKkboLENT7CwrK+Glg2mynCl+cN4JqFse40BzGIvdwUk1FXxnbTu/qPsMYrHCjOBBVgzr5kdXIAfz1NPBkw8274TtLD7/o3Q31DHc3UVZzVxEo+6TgYHBu4xglnDOyyXdHSXVFib8ajtKcGJwi7XCp/+v8pPuiRE/NEiqc1y4kfvjJFuChF5oRUsqaEndfcE+K5uMS6qPa44bMISb9wRVU2lvu5+Mzm7SJoH22N/4UdfVbJRncW79Okq1wyi5IntnzGLtnMVkh4a4fFM/R4Z2kxWJ05Srl5IvsuwhImcyTDERz0wARDmEavIQc01j3lPbaf3sIGgST3v9LD04CSG3A6zNhJN2fjU0iRzHNtY1V5CTFElZFDyKk4SSIB01Ux/8A2+I6o35KQ7N9LDfkcEXXjiEKT4LJbmTpjwPIxYnCztaaeh9CCZDQTKHkKYRsveSPWLBlRgXIOzEkJHICbuZHI/TCdiTKmJsCjn1Fn5tb2G161FoA1taQbbovjWKKUnbwh9QtvwiAl/5DkOpTgqiB/R1gpmyvIlCwBsIgsSUyT8e+x53Jrmkw4m/93r2TY5zSBBY1nQUS69enTxi1813fu2tPjz/jPOqzkMSJJYWLEXs1+hu7GbWKSexJjqM0+rAbLKyt103KeVWVFKU6aQk08HRwRiqILHCOYQwIqJpKgWVk+GSrx5zO77cPK649Tc07dxGfrVhkjIwMHjvMI1GV70h2DgX5xE/OIhgFrEU6iZ7W5WfyMZO4vt1M7zks2Kt8BHb1cvwg0dQQikEq4R7eQFqXMZ7WulxF2zgA2KW+s1vfkNpaSk2m42FCxeyffs/L+D48MMPM3nyZGw2GzNmzOC55557n2b69vjR2uv54cZ7cTfGmdwYYdum0yE+l99rCRYMHkQZrZQ6rXE/AINODxvq/8q6nufokN305OiRQtW2dRSYN08Yu6LlRdBU+nLm0Z81h9jrJSxQTRxVY9yf/Reywr9g2bZhCg66KLOewZ1SHjnDNhRR4/Fl3UyvPIAAKLLEm3WQ26tTmJQuLJrKY9V3EPdNQbLozrnt+bohZsn+CJKi4UuIrFlbwtXPOCnss0+YnzyqaUh7VjI8oEf/2BMmrh6QOKHuSZKtuxiq10MPTVqalEW/gJJODc/Cy8Cdy7nf/S6adXzcQbOXgMvG28GR7SUDgZxIKSfXT2FZeArz04Gx9RGb/nZRlVvyj4Y4JmbRzPmTzifXmUugNI9Zp+gJ83xOP2aTHqI97YSTmXvGOay47Gr9eFXoEVQrJmVz460/o7RG7/OvTE2SycykRctw+d+ZAGZgYGDwTjBnv+n+LQl4Ti4m90tzyfn8HITR55S1zAOmcWHFWu7FMZpIUBl1PPaeXobnlBJ8Z1WMlYY43hx34ebBBx/kxhtv5Dvf+Q67d+9m1qxZrF69mr6+vmO237JlCx/96Ef5xCc+wZ49ezj33HM599xzOXjw4Ps882MjKzIv9afYUXgb3yw6mY1zM4gMr+ELju0kLXcRSY4LFLn9ncztqWXB3k1jWYPbHYUk7FmkxTi9kQ529nSjJrYBIMlx8nq2UjmgC3N11ZdSfjDMMjmHGzdXcd3zIwi7HchJgfnRem4++HVKWn0ARDIhblO4tUigsKgfp92KxVaDIGZg1VyMeDSkdBcn9AwTtoZZW30vklUvqyBpDoZckBGBHz7i5IbDbZzSvJPTDgSpatJNUtmhcf8TANFcgiJlAaKeDTjVgi/ZQlW0iZF+/aEd8VqJuHMAiNkkMjL05f7cPJaecz4AQZObl7NPwiS9vVPVNzWPsHUQmwA2DS4KSeS4y8Z/H7N+/Au87372TLPNxomXX0tOuR6V9tmVlVw8r4jvnT0NQRBYcemVzD3jHGpOPf1d37aBgYHBO8WU7Rj7bJ+cgeSyINpMiNY3ZXM3S3jXlCFl2MAk4JiTg7XCh+jUDT/Wcu9YePkHieMu3Nx2221ce+21XHXVVUydOpU777wTh8PBPffcc8z2t99+O6eddhpf+cpXmDJlCj/4wQ+YM2cOv/71r9/nmR+bR1//A/MCXm7QvsQBjvCnpjyq7FuJ9D/CkToTYfu4CSdot3Leq8+wZNe6sWUjTj17bat/P3tC+gmTjm+hLnAnJY23YVKS5NlfJepsQDHZOTTtE0z5Qw+hoThbk8UMHnZz5JkiIt1WIk9kUdKjS+YdeYsoHZpGv5bFT6ZFCVY4sQulWL1XIo8WnzTH2imq07UqaXsrM11bAbCmVB6d9RVkUcTdL7N1pIK9xTmogFvRhRqTfebYPghSNq54EAENQfTp46X2jK1PmvSLwiSuAc2KXQySMKUnqDIXnXcRljM/w/0FFzFiffvhzKdOW8MTq3dQdSGc5DZhFQXya6Zw8fd+gv/Tp1HhrQBgkn/SvxjpP6fQ7+AnF8ykLEv37ckqLuXEy6/FYnf8i54GBgYG7z2ia7xmnvOflEtwLy0g76vzKfjBUmyVPgRJwLu6DEuZF/8Fkz4QZqi/57j63KRSKXbt2sVNN900tkwURU455RS2bt16zD5bt27lxhtvnLBs9erVPPHEE+/lVP8lN3/pWmwhBQSNPMcALWoep6eG2F01gui5j90tk9BEAYeSoqvAgr9bQJZEgqEgEqCaJcS0QswCFiAk7EFO6z+Phoajd4Sfn9vLpF0rOVQwh3Mz7iLV+i3C7hKaMkqQJYX2LC9ZSpq8niDtGzIIO+yoooglLbNiTw/RrE+iEOXuRd+g0X+ALPQaRJ3+EQBEYZD7HN3YAY+qstTzEDt6VyCoMqWim18vvoKVbc8AELVZ2Ft9KorUhEmBoeyzYOQ3QBqXzcUjeWkyGWbRQIqYCUh3TTheJiEDyTIVh6WJi70/4EH11AnrBVHk+o+tIX93J2XZb9/x12F28OPlP0bTNAYaD5BsDuKYFSBzciZXT57GZcq1HBw4yMzsmf96MAMDA4P/YgRBIPDZGpRQCluV/221fwPngtwPpMbmDY6r5mZgYABFUcjJyZmwPCcnh56enmP26enpeUftk8kkoVBowt97gSWpoob6UIP9SN0a+b0upjf7+dKjCm2NZaiiSGY4SsGUNjLT1yNYxv0uChISJ/fqIdCqFkZT4viH9BwC/io9s272iJmgQ2J/yXTcoSH+GL6Yhuw9+kPcNa5C3FxZRmNOBv0uB/1uXUOQEU2QFdV9WyScnLp/EjvtKdIm3Um3KXcEs4YeHu7RnXitmoZJVMA5eoqoQeY6bfRljOeF6XPpvjg2ixdBELHbPAhoBIr3ccNJN9N1QhxRHc+LA3oeHVHwIbrPQRU0zvf+BIcUJKm81WFYEATOn1vInOJ/fdEdq2/m5VPJvm4m9mnjVXStkpW5OXMxi8eq8m1gYGDwv4WlyD3hHvnfwn99tNTNN9/M9773vfd8O6oEZiEDEFCFNJoaotvnxhNP4YpbkRSViCvGZtMF1KgWVPsKFNGLL2lh1pG/0VB+DnAESBNVXiI/ZENF4/niCDP77ThGLExqymdu9zq0ZJxQNIMds9JM6SxDFlOYBQUVAUc4TH2uHxgXCIZychHi4yrH8thnCOyuRTHpJquu7DQzs6aza/Agslt3co6Onhr50gjdONCUERLRDNJvkodVWa+plLRMRQJKV7bjpo1UsZ7c4BrTb/j9KUs4bUPDWB+z8+wx6X+W43E8kh6bnnZMrHT7biDaTFhLjx1lZWBgYGDw38tx1dxkZWUhSdJYArs36O3tJTf32Oqu3Nzcd9T+pptuIhgMjv21v6lW0rvJV27/A1944M9smrKEylApoqkUBDiSPyoROxYjZNxMTfdJALxethaLbTlR/xKays6kvfhUBElva4o2AXC4LEydVeZItp4Mb06rhJbUk/N5EkNUNYZJRR4DwOWzMLh4Mq/PXkHUUw2Ma3MKz2igtWhiAUWXotdxEpQoubYpVGZNA0AVdYdbJZ6FjEiBqJd4cNGAktg52ubNkUsCgnkqKkO07VOJ5YyrLbMYoKq8i5RV/73yI+ExwUYgxUL3AzSpefw2dT6+ktJ3ftANDAwMDAyOwXEVbiwWC3PnzuWVV14ZW6aqKq+88gqLFy8+Zp/FixdPaA+wdu3af9jearXi8Xgm/L2XeB1Wtrsi+ORCxgQMwYnJPm+sTaezk/35m3GE9ZD3oyVrAEibxpMohe1p9laNANCWExtbLkh+XD49n0rxIKClEcRM9gau4e4ZH6e38EQypTMwuc9HEywIUi7hhovxxnRtymZphLzOjWPjqZKF5SNRyr0Tw5PPlrtYr9Tgs+hlC0binahyG7JkYv3yc8baieYqRlxenrfKpHvtdGzMRVFE0qq+72ead/LQiTE6c9rZv6yLw4EtpMUU52V8G7OQ4jnhFHrMxfi8b9+vxsDAwMDA4J9x3M1SN954I1dccQXz5s1jwYIF/PKXvyQajXLVVVcBcPnll1NQUMDNN+vVjT//+c9zwgkn8POf/5wzzjiDBx54gJ07d3LXXXcdz90Y47yAwKdWXUDmkTBXh2qQ1AiC4KDbbOZ+Zwy7JhATfHg0E73W58mNFJGw+jma0U5tTg/L6qwMWr28uugQsklD00SG3Wnq8xRyw4VkSecy3S1Q57yduoSNtjyFpR0fo7pP4qTNLzF1sALIYH9xLb1ujdPqLiHcocuww6LKFreV1TYfkhJFkZxIphg5LjMVvooJ+1FSMpfWQaiyNE9Yvq1mOdXyeGj1Q6uW0yZYMB92M79sJiekVO7dUEQic5hPzvwzVhH8gsjauSpgA+1BLrffQV4yyl5qiGv5CGKKQCCAgYGBgYHBu8FxF24uvvhi+vv7+fa3v01PTw81NTW88MILY07DbW1tiOK4gmnJkiXcd999fPOb3+TrX/86VVVVPPHEE0yfPv147cIETqrJxn/IQkiC3TaBhUk9d4ugbacm6mC3qwIQ8YTdbJs0xPf/cgsbq108vSKOdWgRD+YvYVbZYaJ23fcl3XM6KmbWekrRrDl8x+FmsxjmfOFK9pTexWFlAFF8gWXtZ7CoazaSZkIW0uwteAV3ykOHe4SiiD6HQVFDs4g8c8ICWrJU1hwawVy9m/xJy98i3GTN+yTVk7zEH7hsbFmhM4PPxefR2hGkt3AVW4r9tBSXYd49iBkZTHbylCXMYB9bQ+O+LlkRM/0e3fm4OpViXiJKu7qCgcXTiG3Xk0A5nYbmxsDAwMDg3eG4CzcA119/Pddff/0x161fv/4tyy688EIuvPDC93hW/x6OvDIqNwyw223mdS3NpLSEXY1QGDzIoEOvsIqmEQhlUV80zOeurGAkqwVNE7jOniK59EGyov+/vXsPq6pO9wD+XZvNvgGbOyiXjSKFgYpgplihKYlWHk1rungqSzNTj86ptIea6tGp0ExocvISpeixp04zo+nk5WiJqSOaOqDihRTvCpIXbsp9v+ePHat2oqACbrbfz/PwPLrWu9Ze77vWw3r5rcs2o19OOfZWm3DU04LtVttlKChA9xe64cf8s1i+9iS6lkfgB+M55Aavx50XuiLgki0u3+/fqNHUorBoGL5yMSJRV4vYai3ydHWoa2/E5s62G4kzArRIq/0nOnRcDF+DL8w6M0qrbU+T+XoEoXNYZ6ze0w4DL/0ErWKFWTcbVZcUrHYrQ3aXGDylm4eqglIc+Lkj/DSXYIQr3GDAnWiHcms+iosDoRgq4FboCZhtr+4ed8SKdReGQXxGoXtsBLb8+DkAwGi0f9MxERHRjbrlL/FzOl5h6H8kF2Z3HaoVIMO3EnLxcwQawvCARg9jXQXCLx9FgecpAMC5dsdQo1Wg1HhCDvZH0CUzyg4koUd+NEbvC8DMRzujo1Kgrr6DrwmDuoZinqYan5/uZ5uoCLaFrVBj9nrn4dKJ0ais6AiTlKH7T4vQY98beDlxMp6MXK7GxWEXlCog2D0YiqLYjd74GW0vzjvcMR4BERcR4tYHoviguE5wyfUQRuRVwrNEjz8GzMFzMVX44Ml78Ghof2igoPewBLi7u6OkYgym7ZgOrzMW3HnCHQP/3R67j0YCSiQO6hQE+P/6BJcjvgSKiIjaJocYuXEqOhNeDPwU0QWd8ab+IUSd3wsFAl99exhc3PHCicWAomBhx2hosVP9RvioC1GQGgNKtg6FUVOB9v+7HGaDFoqiILNzFNYcqYJVcYWXSQcvkw4rJtyLc+VVmJz1AayKFWc8D6OsNhOudSacOTsMdYrtPS4j4opw0q8WFl0vHDeWYqD1WxQhABuRiIfxDS5ZjfAx2C5bhXuGI7soGwoUeOm9AABuHhGYHeyDJ2p7w7uoCh9aMpDruRdTHn0GgbpUlJXtxEC/AdBoXGG9owPqSqvgGuiG13q8BhHBwX/sQfFxb/TJ/fU9Ch46f+R5uUCr1SI+Ph4FBQWwWCytuZeIiMiJsblpAcaAQAyoXI3w8iws+9l2L5CHwR8+2gCEuUVip2cFqsqioPE8AI3W9vUFfh0M+O68D/qWuiDLWIunf2lsbAsHYrD9k9zoEmy7p8W67dfvqtKW/RuXLZHo7uqJ7bVh6KrT4M9PTgIwCQBQZ63DpH/2hV/d/2CGWwYCXa3Yo/WHRrEN4NWP3HgbvKHV2A4NP6MfPirVoaTzbkT0KMPeI7uh1WhhMVugUTQwGgepn68xaqEx/npIKYqC/+wdhvfX2T+hlqxzQydv25dNJiUl3XCdiYiIGsLLUi0huAcAoJ2pDHpdJapMVagwAS6KFn0ChiI3OApS0QHWyhB1kamDX8XlUAPSPSpxqp22yZdpFPzy3hgrYDB5wBwShs4uRRjpX4Qvpw6wi3XRuCBl8GpkVXpjVqEei87pcER3lzq/s4/tizJD3H/dLn+j7eV6P1f/jKhgW6N2l/ddakPUmG4hXvBs/+v64O6Nk1oz/N31TVqeiIjoenHkpiU88AZwZxLytRp8tn48AMFdpy/CUhOEMggOXwiHwAofbSeUIg/eem9YPCyw+JxD7ulS3Glu+s21fx3wV7y79c+4d5cX4h4aguB77kNubi4eeOABmEy6K+LNOjNMWhPKa8qxu0KLabFD1Hl3B96Nd+99F1G+Ueo0X6PtclJBeQH+cegfAIBI38jrKsfg/0jC0rOF0LubcUevPsCun+HnweaGiIhaBpublqBzAzomwFJdChedK6rrqlHkanvT7yHUodpqu5SUENwXay78HxLDEqEoCiw+tsehA8xNP/EnhCRg3R/WA3/4dVpYWNg1lxnccTCW7F+C/+7x3xh+x3B1uqIoGBox1C7WYrbAx+CDC5UXsKNwB4xaI56MfLLJ2wcAg7qF4M2Ae3Cpug5HD5cBAPw4ckNERC2EzU0LMuvM+PTBT7H19FaISxVQDOxArTr/8W7xmBqQCXed7csoh8S0x5bDP2NEj5CrrLF5vHr3qxjTdQy8DF6Nxhq1RixMWoipm6biZNlJfNTvI0T6XN/IjcHVBQOj22F59mmcKbG98difIzdERNRCFBGRxsOcR2lpKTw9PVFSUtLiX8XwWyKC/ft+xiNLd0AAjOrTAe8MiWozj0CLCCpqK2ByNd3Q8pl5RXh+0Q4AgLtei+9f7YtAs6GRpYiIiGyu5/zNkZtWoigKoqL98V8D7kBHPxMejW3Z0ZnmpijKDTc2AHBfhB8GdA5AVa0V04dGs7EhIqIWw5EbIiIicnjXc/7mo+BERETkVNjcEBERkVNhc0NEREROhc0NERERORU2N0RERORU2NwQERGRU2FzQ0RERE6FzQ0RERE5FTY3RERE5FTY3BAREZFTYXNDREREToXNDRERETkVNjdERETkVNjcEBERkVPR3uoNaG0iAsD21elERETUNtSft+vP49dy2zU3ZWVlAIDQ0NBbvCVERER0vcrKyuDp6XnNGEWa0gI5EavVijNnzsDDwwOKojTruktLSxEaGoqTJ0/CbDY367rbgts9f4A1YP63d/4Aa3C75w+0XA1EBGVlZQgKCoJGc+27am67kRuNRoOQkJAW/Qyz2XzbHtQA8wdYA+Z/e+cPsAa3e/5Ay9SgsRGberyhmIiIiJwKmxsiIiJyKmxumpFer8c777wDvV5/qzfllrjd8wdYA+Z/e+cPsAa3e/6AY9TgtruhmIiIiJwbR26IiIjIqbC5ISIiIqfC5oaIiIicCpsbIiIicipsbn5n06ZNGDJkCIKCgqAoCr755hu7+YqiNPgza9YsNaZDhw5XzJ8xY4bdevbs2YP7778fBoMBoaGh+OCDD1ojvUY1ln95eTkmTpyIkJAQGI1GREVFYf78+XYxlZWVmDBhAnx9feHu7o4RI0bg7NmzdjEnTpzAww8/DJPJhICAAEyZMgW1tbUtnV6TNEcN+vXrd8UxMG7cOLsYR61BY/mfPXsWo0aNQlBQEEwmEwYNGoRDhw7ZxbTlY6A58m/L+z8lJQU9e/aEh4cHAgICMGzYMOTl5dnFNNf+3bhxI+Li4qDX6xEREYGMjIyWTq9JmqsGDZ0rvvrqK7sYR6xBU/L/9NNP0a9fP5jNZiiKguLi4ivWc+HCBYwcORJmsxleXl4YPXo0ysvL7WJa7FwoZGf16tXy5ptvyrJlywSALF++3G5+QUGB3c/ChQtFURTJz89XY8LCwmT69Ol2ceXl5er8kpISCQwMlJEjR0pubq58+eWXYjQaZcGCBa2V5lU1lv+LL74onTp1kszMTDl69KgsWLBAXFxcZMWKFWrMuHHjJDQ0VL7//nvZuXOn9O7dW/r06aPOr62tlS5dukhiYqJkZ2fL6tWrxc/PT5KTk1srzWtqjhr07dtXXnzxRbtjoKSkRJ3vyDW4Vv5Wq1V69+4t999/v/z4449y8OBBGTt2rFgsFrtjvC0fA82Rf1ve/0lJSbJo0SLJzc2VnJwceeihh1pk/x45ckRMJpO88sorsn//fpkzZ464uLjI2rVrWzXfhjRHDUREAMiiRYvsjoOKigp1vqPWoCn5p6WlSUpKiqSkpAgAuXjx4hXrGTRokMTExMi2bdtk8+bNEhERIU899ZQ6vyXPhWxurqGhE9vvDR06VPr37283LSwsTNLS0q66zNy5c8Xb21uqqqrUaa+//rpERkbezOY2u4byj46OlunTp9tNi4uLkzfffFNERIqLi8XV1VX+9re/qfMPHDggACQrK0tEbCcPjUYjhYWFasy8efPEbDbb1cQR3EgNRGwnt8mTJ191vW2lBr/PPy8vTwBIbm6uOq2urk78/f0lPT1dRJzrGLiR/EWcZ/+LiBQVFQkA+eGHH0Sk+fbv1KlTJTo62u6znnjiCUlKSmrplK7bjdRApPFzSFupwe/z/63MzMwGm5v9+/cLANmxY4c6bc2aNaIoipw+fVpEWvZcyMtSN+Hs2bNYtWoVRo8efcW8GTNmwNfXF7GxsZg1a5bdcGxWVhYSEhKg0+nUaUlJScjLy8PFixdbZdtvVJ8+fbBy5UqcPn0aIoLMzEz89NNPGDhwIABg165dqKmpQWJiorpM586dYbFYkJWVBcCWf9euXREYGKjGJCUlobS0FPv27WvdhG5AYzWo98UXX8DPzw9dunRBcnIyLl++rM5rqzWoqqoCABgMBnWaRqOBXq/Hli1bADj3MdCU/Os5y/4vKSkBAPj4+ABovv2blZVlt476mPp1OJIbqUG9CRMmwM/PD/fccw8WLlwI+c2r5dpKDX6ff1NkZWXBy8sLd999tzotMTERGo0G27dvV2Na6lx4231xZnNavHgxPDw8MHz4cLvpkyZNQlxcHHx8fLB161YkJyejoKAAqampAIDCwkJ07NjRbpn6XwKFhYXw9vZunQRuwJw5czB27FiEhIRAq9VCo9EgPT0dCQkJAGzbr9Pp4OXlZbdcYGAgCgsL1Zjf/tKrn18/z9E1VgMAePrppxEWFoagoCDs2bMHr7/+OvLy8rBs2TIAbbcG9b/Ak5OTsWDBAri5uSEtLQ2nTp1CQUEBAOc+BpqSP+A8+99qteKPf/wj7r33XnTp0gVA8+3fq8WUlpaioqICRqOxJVK6bjdaAwCYPn06+vfvD5PJhHXr1mH8+PEoLy/HpEmT1PU4eg0ayr8pCgsLERAQYDdNq9XCx8fH7hhoqXMhm5ubsHDhQowcOdLurzgAeOWVV9R/d+vWDTqdDi+99BJSUlLa/Cu558yZg23btmHlypUICwvDpk2bMGHCBAQFBV3xF4izakoNxo4dq8Z37doV7du3x4ABA5Cfn49OnTrdqk2/aa6urli2bBlGjx4NHx8fuLi4IDExEYMHD7b7i9RZNTV/Z9n/EyZMQG5u7hWjUreTm6nBW2+9pf47NjYWly5dwqxZs9Tmpi1oq8cAL0vdoM2bNyMvLw9jxoxpNLZXr16ora3FsWPHAADt2rW74q76+v+3a9eu2be1uVRUVOCNN95AamoqhgwZgm7dumHixIl44okn8OGHHwKwbX91dfUVd86fPXtWza2t5g80rQYN6dWrFwDg8OHDANp2DXr06IGcnBwUFxejoKAAa9euxfnz5xEeHg7A+Y+BxvJvSFvc/xMnTsS3336LzMxMhISEqNOba/9eLcZsNjvEiAVwczVoSK9evXDq1Cn18qaj1+Bq+TdFu3btUFRUZDettrYWFy5caJXfA2xubtDnn3+OHj16ICYmptHYnJwcaDQadYguPj4emzZtQk1NjRqzfv16REZGOvQlqZqaGtTU1ECjsT9sXFxcYLVaAdh+8bu6uuL7779X5+fl5eHEiROIj48HYMt/7969dgf++vXrYTabERUV1QqZ3Lim1KAhOTk5AID27dsDaNs1qOfp6Ql/f38cOnQIO3fuxNChQwE4/zFQ72r5N6Qt7X8RwcSJE7F8+XJs2LDhissGzbV/4+Pj7dZRH1O/jlupOWrQkJycHHh7e6sj+I5ag8byb4r4+HgUFxdj165d6rQNGzbAarWqzX6Lngtv+pZkJ1NWVibZ2dmSnZ0tACQ1NVWys7Pl+PHjakxJSYmYTCaZN2/eFctv3bpV0tLSJCcnR/Lz82Xp0qXi7+8vzz77rBpTXFwsgYGB8swzz0hubq589dVXYjKZHOJR8Mby79u3r0RHR0tmZqYcOXJEFi1aJAaDQebOnauuY9y4cWKxWGTDhg2yc+dOiY+Pl/j4eHV+/WOiAwcOlJycHFm7dq34+/s7xGOwIjdfg8OHD8v06dNl586dcvToUVmxYoWEh4dLQkKC+hmOXIPG8v/6668lMzNT8vPz5ZtvvpGwsDAZPny43Tra8jFws/m39f3/8ssvi6enp2zcuNHuEebLly+rMc2xf+sfg54yZYocOHBAPvnkE4d4DFqkeWqwcuVKSU9Pl71798qhQ4dk7ty5YjKZ5O2331ZjHLUGTcm/oKBAsrOzJT09XQDIpk2bJDs7W86fP6/GDBo0SGJjY2X79u2yZcsWueOOO+weBW/JcyGbm9+pf6zt9z/PPfecGrNgwQIxGo1SXFx8xfK7du2SXr16iaenpxgMBrnrrrvk/fffl8rKSru43bt3y3333Sd6vV6Cg4NlxowZLZ1akzSWf0FBgYwaNUqCgoLEYDBIZGSkzJ49W6xWq7qOiooKGT9+vHh7e4vJZJJHH31UCgoK7D7n2LFjMnjwYDEajeLn5yevvvqq1NTUtGaqV3WzNThx4oQkJCSIj4+P6PV6iYiIkClTpti950TEcWvQWP5/+ctfJCQkRFxdXcViscif/vSnKx5fbsvHwM3m39b3f0O545f3tdRrrv2bmZkp3bt3F51OJ+Hh4XafcSs1Rw3WrFkj3bt3F3d3d3Fzc5OYmBiZP3++1NXV2X2WI9agKfm/8847jcacP39ennrqKXF3dxez2SzPP/+8lJWV2X1WS50LlV8SISIiInIKvOeGiIiInAqbGyIiInIqbG6IiIjIqbC5ISIiIqfC5oaIiIicCpsbIiIicipsboiIiMipsLkhIiIip8LmhoiIiJwKmxsiIgB1dXXX/PJTImo72NwQkcNZsmQJfH19UVVVZTd92LBheOaZZwAAK1asQFxcHAwGA8LDwzFt2jTU1taqsampqejatSvc3NwQGhqK8ePHo7y8XJ2fkZEBLy8vrFy5ElFRUdDr9Thx4kTrJEhELYrNDRE5nMcffxx1dXVYuXKlOq2oqAirVq3CCy+8gM2bN+PZZ5/F5MmTsX//fixYsAAZGRl477331HiNRoOPP/4Y+/btw+LFi7FhwwZMnTrV7nMuX76MmTNn4rPPPsO+ffsQEBDQajkSUcvhF2cSkUMaP348jh07htWrVwOwjcR88sknOHz4MB588EEMGDAAycnJavzSpUsxdepUnDlzpsH1/f3vf8e4ceNw7tw5ALaRm+effx45OTmIIU02YQAAAjVJREFUiYlp+YSIqNWwuSEih5SdnY2ePXvi+PHjCA4ORrdu3fD444/jrbfegr+/P8rLy+Hi4qLG19XVobKyEpcuXYLJZMJ3332HlJQUHDx4EKWlpaitrbWbn5GRgZdeegmVlZVQFOUWZkpEzU17qzeAiKghsbGxiImJwZIlSzBw4EDs27cPq1atAgCUl5dj2rRpGD58+BXLGQwGHDt2DI888ghefvllvPfee/Dx8cGWLVswevRoVFdXw2QyAQCMRiMbGyInxOaGiBzWmDFj8NFHH+H06dNITExEaGgoACAuLg55eXmIiIhocLldu3bBarVi9uzZ0GhstxZ+/fXXrbbdRHRrsbkhIof19NNP47XXXkN6ejqWLFmiTn/77bfxyCOPwGKx4LHHHoNGo8Hu3buRm5uLd999FxEREaipqcGcOXMwZMgQ/Otf/8L8+fNvYSZE1Jr4tBQROSxPT0+MGDEC7u7uGDZsmDo9KSkJ3377LdatW4eePXuid+/eSEtLQ1hYGAAgJiYGqampmDlzJrp06YIvvvgCKSkptygLImptvKGYiBzagAEDEB0djY8//vhWbwoRtRFsbojIIV28eBEbN27EY489hv379yMyMvJWbxIRtRG854aIHFJsbCwuXryImTNnsrEhouvCkRsiIiJyKryhmIiIiJwKmxsiIiJyKmxuiIiIyKmwuSEiIiKnwuaGiIiInAqbGyIiInIqbG6IiIjIqbC5ISIiIqfC5oaIiIicyv8DMbW8RORyfVIAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Ozone')], label=f.configs);\n", "pl.title('ssp119: Ozone forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 30, "id": "756c55db", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Contrails')], label=f.configs);\n", "pl.title('ssp119: Contrails')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 31, "id": "c7e4235b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Light absorbing particles on snow and ice')], label=f.configs);\n", "pl.title('ssp119: LAPSI')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 32, "id": "bca5e50f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Land use')], label=f.configs);\n", "pl.title('ssp119: land use forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 33, "id": "11ed918d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Solar')], label=f.configs);\n", "pl.title('ssp119: solar forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 34, "id": "1b7c73e5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Volcanic')], label=f.configs);\n", "pl.title('ssp119: volcanic forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 35, "id": "e010ae31", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp119', specie='Stratospheric water vapour')], label=f.configs);\n", "pl.title('ssp119: Stratospheric water vapour forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 36, "id": "f0ddf1a8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Temperature anomaly (K)')" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.temperature.loc[dict(scenario='ssp126', layer=0)], label=f.configs);\n", "pl.title('ssp126: temperature')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')\n", "#pl.legend()" ] }, { "cell_type": "code", "execution_count": 37, "id": "79d150d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Temperature anomaly (K)')" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.temperature.loc[dict(scenario='ssp245', layer=0)], label=f.configs);\n", "pl.title('ssp245: temperature')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')\n", "#pl.legend()" ] }, { "cell_type": "code", "execution_count": 38, "id": "38d20587", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Temperature anomaly (K)')" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.temperature.loc[dict(scenario='ssp370', layer=0)], label=f.configs);\n", "pl.title('ssp370: temperature')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')\n", "#pl.legend()" ] }, { "cell_type": "code", "execution_count": 39, "id": "73a8d318", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Temperature anomaly (K)')" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.temperature.loc[dict(scenario='ssp585', layer=0)], label=f.configs);\n", "pl.title('ssp585: temperature')\n", "pl.xlabel('year')\n", "pl.ylabel('Temperature anomaly (K)')\n", "#pl.legend()" ] }, { "cell_type": "code", "execution_count": 40, "id": "9ba30dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp126', specie='Ozone')], label=f.configs);\n", "pl.title('ssp126: Ozone forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 41, "id": "d4a2dc5d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp245', specie='Ozone')], label=f.configs);\n", "pl.title('ssp245: Ozone forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 42, "id": "370be98f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp370', specie='Ozone')], label=f.configs);\n", "pl.title('ssp370: Ozone forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 43, "id": "27d93249", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W/m2')" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing.loc[dict(scenario='ssp585', specie='Ozone')], label=f.configs);\n", "pl.title('ssp585: Ozone forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W/m2')" ] }, { "cell_type": "code", "execution_count": 44, "id": "72df87ab", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'GtCO2')" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.airborne_emissions.loc[dict(scenario='ssp585', specie='CO2')], label=f.configs);\n", "pl.title('ssp585: Airborne emissions of CO2')\n", "pl.xlabel('year')\n", "pl.ylabel('GtCO2')" ] }, { "cell_type": "code", "execution_count": 45, "id": "faf2ca25", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '[1]')" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.airborne_fraction.loc[dict(scenario='ssp585', specie='CO2')], label=f.configs);\n", "pl.title('ssp585: Airborne fraction of CO2')\n", "pl.xlabel('year')\n", "pl.ylabel('[1]')" ] }, { "cell_type": "code", "execution_count": 46, "id": "2c259d7d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'GtCO2')" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.cumulative_emissions.loc[dict(scenario='ssp585', specie='CO2')], label=f.configs);\n", "pl.title('ssp585: Cumulative emissions of CO2')\n", "pl.xlabel('year')\n", "pl.ylabel('GtCO2')" ] }, { "cell_type": "code", "execution_count": 47, "id": "a8f3c9a7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'J')" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.ocean_heat_content_change.loc[dict(scenario='ssp585')], label=f.configs);\n", "pl.title('ssp585: Ocean heat content change')\n", "pl.xlabel('year')\n", "pl.ylabel('J')" ] }, { "cell_type": "code", "execution_count": 48, "id": "0ea96857", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W m$^{-2}$')" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.toa_imbalance.loc[dict(scenario='ssp585')], label=f.configs);\n", "pl.title('ssp585: Top of atmosphere energy imbalance')\n", "pl.xlabel('year')\n", "pl.ylabel('W m$^{-2}$')" ] }, { "cell_type": "code", "execution_count": 49, "id": "ae0a76d8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W m$^{-2}$')" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.stochastic_forcing.loc[dict(scenario='ssp585')], label=f.configs);\n", "pl.title('ssp585: Total forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W m$^{-2}$')" ] }, { "cell_type": "code", "execution_count": 50, "id": "d28a9db5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W m$^{-2}$')" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.forcing_sum.loc[dict(scenario='ssp585')], label=f.configs);\n", "pl.title('ssp585: Deterministic forcing')\n", "pl.xlabel('year')\n", "pl.ylabel('W m$^{-2}$')" ] }, { "cell_type": "code", "execution_count": 51, "id": "3a4a7125", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'W m$^{-2}$')" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl.plot(f.timebounds, f.stochastic_forcing.loc[dict(scenario='ssp585')]-f.forcing_sum.loc[dict(scenario='ssp585')], label=f.configs);\n", "pl.title('ssp585: Stochastic forcing component')\n", "pl.xlabel('year')\n", "pl.ylabel('W m$^{-2}$')" ] }, { "cell_type": "code", "execution_count": null, "id": "1f29dd0a", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" } }, "nbformat": 4, "nbformat_minor": 5 }