{ "cells": [ { "cell_type": "markdown", "id": "2faf63f0-a153-471c-8f71-7079abc60347", "metadata": {}, "source": [ "# 2. Idealised TIPMIP experiments\n", "- " ] }, { "cell_type": "code", "execution_count": 33, "id": "9d64071f-fa09-4613-a95a-7a7c93f07bb7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-08-25 11:46:13: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n", "2026-08-25 11:46:13: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n", "2026-08-25 11:46:13: oggm.cfg: Multiprocessing: using all available processors (N=32)\n", "2026-08-25 11:46:14: oggm.cfg: PARAMS['min_ice_thick_for_length'] changed from `0.0` to `1`.\n", "2026-08-25 11:46:14: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "sns.set_context('notebook') \n", "import xarray as xr\n", "import salem\n", "import numpy as np\n", "import pandas as pd\n", "import geopandas as gpd\n", "import json\n", "from func_add_terrafirma import get_scenario_style, SCENARIO_PARENTS\n", "\n", "\n", "import oggm.cfg\n", "from oggm import utils, workflow, tasks, graphics\n", "from oggm.sandbox.edu import run_constant_climate_with_bias\n", "# OGGM options\n", "oggm.cfg.initialize(logging_level='WARNING')\n", "plt.rcParams[\"pdf.use14corefonts\"] = False # don't convert text to path\n", "plt.rcParams['pdf.fonttype']=42 # do nout line text?\n", "frgi = utils.file_downloader('https://cluster.klima.uni-bremen.de/~oggm/rgi/rgi62_stats.h5')\n", "odf = pd.read_hdf(frgi, index_col=0)\n", "# We pick the same preprocessed gdirs as we will use for the actual projections later\n", "base_url = 'https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/L3-L5_files/2023.3/elev_bands/W5E5_spinup'\n", "\n", "# utils.gettempdir(dirname='WaterResources')\n", "oggm.cfg.PARAMS['min_ice_thick_for_length'] = 1 # a glacier is defined when ice is thicker than 1m\n", "oggm.cfg.PARAMS['store_model_geometry'] = True\n", "run = True\n", "# this loads a bit faster the figures... as we use the preprocessed files (specifically if later run_spinup is set to False)\n", "# (if you run for the first time, you have to set run=True and run_spinup to True and then create your own directory ...)\n", "folder_path = 'data_idealised//idealised_exps_preprocessing'\n", "\n", "\n", "oggm.utils.mkdir(folder_path)\n", "oggm.cfg.PATHS['working_dir'] = f'{folder_path}/oggm_dir_idealised'" ] }, { "cell_type": "code", "execution_count": 34, "id": "a424d55c-eb4d-4ff8-bcba-f28fcb5d593d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['RGI60-11.01450', 'RGI60-13.54431', 'RGI60-16.01251', 'RGI60-01.13696', 'RGI60-03.01710', 'RGI60-04.06187']\n" ] } ], "source": [ "rgi_ids = []\n", "# chosen largest glaciers for Fig. 1 and suppl. idealised figures:\n", "for rreg in ['11','13','16','01','03','04']:\n", " _r_id = odf.loc[odf.O1Region==rreg].sort_values(by='Area', ascending=False).index[0]\n", " rgi_ids.append(_r_id)\n", "print(rgi_ids)\n", "### other potential largest glaciers of regions:\n", "# RGI60-17.05181" ] }, { "cell_type": "markdown", "id": "961791ce-4d11-464b-8451-1bd368afb1de", "metadata": {}, "source": [ "Load the preprocessed glaciers and show their outline " ] }, { "cell_type": "code", "execution_count": 36, "id": "ed9e0334-b334-4434-b6f9-88242c914c0b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-08-25 11:46:30: oggm.workflow: Execute entity tasks [GlacierDirectory] on 6 glaciers\n", "2026-08-25 11:46:30: oggm.workflow: WARNING: you are trying to run an entity task on 6 glaciers with multiprocessing turned off. OGGM will run faster with multiprocessing turned on.\n" ] } ], "source": [ "\n", "gdirs= workflow.init_glacier_directories(rgi_ids)\n", "\n", "#for gdir in gdirs:\n", "# fls = gdir.read_pickle('model_flowlines')\n", "# graphics.plot_modeloutput_section(fls);\n", "# print(gdir.name)" ] }, { "cell_type": "markdown", "id": "22e5dac2-0e9a-4b73-8715-fe78040f2e1d", "metadata": {}, "source": [ "Finds a temperature bias to the climate 2009+/-10 years where the glacier has roughly a similar volume/mass as at inventory date (i.e. near to the year 2000), and then applied that temperature bias to get in steady state with the climate 2009 +/- 10 while maintaining a glacier mass near to the inventory date\n", "--> this was done within /home/www/lschuster/provide/gfdl-esm2m_oversh_stab_uni_bern/ (same approach as Schuster et al. 2025)..." ] }, { "cell_type": "code", "execution_count": null, "id": "0ada8f9f-262a-4684-badf-2eb1e3883473", "metadata": {}, "outputs": [], "source": [ "# this takes very long!!!\n", "run_spinup=False\n", "if run_spinup: \n", " dict_delta_t_rgi_eq = {}\n", " file_id = f'_spinup'\n", " # it does not need to be in perfect equilibrium to select the delta_t, but can still take up to 2000 years for the very slow glacier\n", " years = np.arange(2000) \n", "\n", " for gdir, _r in zip(gdirs, rgi_ids):\n", " dict_delta_t = {}\n", " print(gdir.rgi_id)\n", " for delta_t in np.arange(-2.4,0.3,0.05): # this might need to be adapted for other glaciers \n", " # We are using the task run_with_hydro to store hydrological outputs along with the usual glaciological outputs\n", " try:\n", " temp_bias_ts = pd.Series(years * 0. + delta_t, index=years)\n", " tasks.run_with_hydro(gdir, # Run on the selected glacier\n", " temp_bias_ts=temp_bias_ts, # applied temp.bias on top of the applied climate\n", " run_task=run_constant_climate_with_bias, # which climate scenario? \n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly outputs provide additional information\n", " output_filesuffix=file_id); # an identifier for the output file, to read it later\n", " with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix=file_id)) as ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " # at year 0, the volume is near to the inventory date\n", " ds = ds.isel(time=slice(0, -1)).load()\n", " ratio = np.abs(1 - ds.volume_m3.isel(time=-1)/ds.volume_m3.isel(time=0)).values\n", " if ds.isel(time=-1).volume_m3<0.7*ds.volume_m3.isel(time=0):\n", " # we can stop, we don't need to look for even warmer temperatures... \n", " print(gdir.rgi_id, delta_t)\n", " break \n", " print(delta_t)\n", " except:\n", " ratio = 100000\n", " dict_delta_t[delta_t.round(2)] = ratio\n", " pd_delta_t = pd.DataFrame(dict_delta_t, index = ['rel_diff_v1/v0']).T\n", " print(pd_delta_t.min())\n", " delta_t_eq = pd_delta_t.idxmin().values[0]\n", " dict_delta_t_rgi_eq[gdir.rgi_id] = delta_t_eq\n", " \n", " \n", " ### spinup \n", " for gdir in gdirs:\n", " print(gdir.rgi_id)\n", " delta_t_eq = dict_delta_t_rgi_eq[gdir.rgi_id]\n", " print(f'{gdir.rgi_id} - {gdir.name} need temperature bias of {delta_t_eq}°C to get into steady state with similar'\n", " 'volume as volume from inventory date')\n", " #with plt.xkcd():\n", " delta_t = delta_t_eq\n", " years = np.arange(2000) # 1000 use longer time series to make sure it is in steady-state ... \n", " temp_bias_ts = pd.Series(years * 0. + delta_t, index=years)\n", " temp_bias_ts.plot(); plt.xlabel('Year'); plt.ylabel('Temperature bias (°C)');\n", "\n", " # file identifier where the model output is saved\n", " file_id = '_spinup'\n", "\n", " # We are using the task run_with_hydro to store hydrological outputs along with the usual glaciological outputs\n", " tasks.run_with_hydro(gdir, # Run on the selected glacier\n", " temp_bias_ts=temp_bias_ts, # the temperature bias to apply to the average climate\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " output_filesuffix=file_id); # an identifier for the output file, to read it later\n", " # save temperature bias for steady states of the glaciers in JSON string\n", " with open('idealised_exps_preprocessing/idealised_equilibrium_temp_bias.json', 'w') as outfile:\n", " json_string = json.dumps(dict_delta_t_rgi_eq)\n", " outfile.write(json_string)\n", "else:\n", " # directly copied from \n", " # necessary temperature bias for steady states of the glaciers\n", " with open('../data/idealised_exps_preprocessing/idealised_equilibrium_temp_bias.json') as json_file:\n", " dict_delta_t_rgi_eq = json.load(json_file)\n", " print(dict_delta_t_rgi_eq)" ] }, { "cell_type": "code", "execution_count": 72, "id": "b28cf4ba-5456-4031-97a8-ae51c26a94f9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'RGI60-11.01450': -1.15,\n", " 'RGI60-13.54431': -0.4,\n", " 'RGI60-03.01710': -0.25,\n", " 'RGI60-04.06187': -2.05,\n", " 'RGI60-16.01251': -0.1,\n", " 'RGI60-01.13696': -0.6}" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dict_delta_t_rgi_eq" ] }, { "cell_type": "code", "execution_count": 7, "id": "3dcacfac-5dd3-40ef-8d88-bd66f6674436", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'RGI60-11.01450': -1.15, 'RGI60-13.54431': -0.4, 'RGI60-03.01710': -0.25, 'RGI60-04.06187': -2.05, 'RGI60-16.01251': -0.1, 'RGI60-01.13696': -0.6}\n" ] } ], "source": [ "\n", "# necessary temperature bias for steady states of the glaciers\n", "with open('/home/www/lschuster/provide/gfdl-esm2m_oversh_stab_uni_bern/data/idealised_exps_preprocessing/idealised_equilibrium_temp_bias.json') as json_file:\n", " dict_delta_t_rgi_eq = json.load(json_file)\n", " print(dict_delta_t_rgi_eq)" ] }, { "cell_type": "code", "execution_count": 49, "id": "ff2d1943-1c6e-4762-9d0c-9b8a18e414b6", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 97, "id": "ca9bba15-7a6f-4d93-b273-8390146943b3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==========================================================================================\n", "Generated idealized temperature scenarios\n", "==========================================================================================\n", "ideal_0_5C_stab | 801 time steps | final anomaly: 0.50 degC\n", "ideal_0_5C_stab50yr_cool1CperCentury | 227 time steps | final anomaly: -1.00 degC\n", "ideal_0_5C_stab50yr_cool2CperCentury | 152 time steps | final anomaly: -1.00 degC\n", "ideal_0_5C_stab200yr_cool1CperCentury | 377 time steps | final anomaly: -1.00 degC\n", "ideal_0_5C_stab200yr_cool2CperCentury | 302 time steps | final anomaly: -1.00 degC\n", "ideal_1_5C_stab | 801 time steps | final anomaly: 1.50 degC\n", "ideal_1_5C_stab50yr_cool1CperCentury | 377 time steps | final anomaly: -1.00 degC\n", "ideal_1_5C_stab50yr_cool2CperCentury | 252 time steps | final anomaly: -1.00 degC\n", "ideal_1_5C_stab200yr_cool1CperCentury | 527 time steps | final anomaly: -1.00 degC\n", "ideal_1_5C_stab200yr_cool2CperCentury | 402 time steps | final anomaly: -1.00 degC\n", "ideal_2_5C_stab | 801 time steps | final anomaly: 2.50 degC\n", "ideal_2_5C_stab50yr_cool1CperCentury | 527 time steps | final anomaly: -1.00 degC\n", "ideal_2_5C_stab50yr_cool2CperCentury | 352 time steps | final anomaly: -1.00 degC\n", "ideal_2_5C_stab200yr_cool1CperCentury | 677 time steps | final anomaly: -1.00 degC\n", "ideal_2_5C_stab200yr_cool2CperCentury | 502 time steps | final anomaly: -1.00 degC\n", "------------------------------------------------------------------------------------------\n", "Total scenarios: 15\n", "==========================================================================================\n", "\n", "==========================================================================================\n", "Starting idealized experiments for RGI60-11.01450\n", "==========================================================================================\n", "Running RGI60-11.01450 | ideal_0_5C_stab | 801 time steps | _ideal_0_5C_stab\n", "Running RGI60-11.01450 | ideal_0_5C_stab50yr_cool1CperCentury | 227 time steps | _ideal_0_5C_stab50yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_0_5C_stab50yr_cool2CperCentury | 152 time steps | _ideal_0_5C_stab50yr_cool2CperCentury\n", "Running RGI60-11.01450 | ideal_0_5C_stab200yr_cool1CperCentury | 377 time steps | _ideal_0_5C_stab200yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_0_5C_stab200yr_cool2CperCentury | 302 time steps | _ideal_0_5C_stab200yr_cool2CperCentury\n", "Running RGI60-11.01450 | ideal_1_5C_stab | 801 time steps | _ideal_1_5C_stab\n", "Running RGI60-11.01450 | ideal_1_5C_stab50yr_cool1CperCentury | 377 time steps | _ideal_1_5C_stab50yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_1_5C_stab50yr_cool2CperCentury | 252 time steps | _ideal_1_5C_stab50yr_cool2CperCentury\n", "Running RGI60-11.01450 | ideal_1_5C_stab200yr_cool1CperCentury | 527 time steps | _ideal_1_5C_stab200yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_1_5C_stab200yr_cool2CperCentury | 402 time steps | _ideal_1_5C_stab200yr_cool2CperCentury\n", "Running RGI60-11.01450 | ideal_2_5C_stab | 801 time steps | _ideal_2_5C_stab\n", "Running RGI60-11.01450 | ideal_2_5C_stab50yr_cool1CperCentury | 527 time steps | _ideal_2_5C_stab50yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_2_5C_stab50yr_cool2CperCentury | 352 time steps | _ideal_2_5C_stab50yr_cool2CperCentury\n", "Running RGI60-11.01450 | ideal_2_5C_stab200yr_cool1CperCentury | 677 time steps | _ideal_2_5C_stab200yr_cool1CperCentury\n", "Running RGI60-11.01450 | ideal_2_5C_stab200yr_cool2CperCentury | 502 time steps | _ideal_2_5C_stab200yr_cool2CperCentury\n", "Finished all scenarios for RGI60-11.01450\n", "\n", "==========================================================================================\n", "Starting idealized experiments for RGI60-03.01710\n", "==========================================================================================\n", "Running RGI60-03.01710 | ideal_0_5C_stab | 801 time steps | _ideal_0_5C_stab\n", "Running RGI60-03.01710 | ideal_0_5C_stab50yr_cool1CperCentury | 227 time steps | _ideal_0_5C_stab50yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_0_5C_stab50yr_cool2CperCentury | 152 time steps | _ideal_0_5C_stab50yr_cool2CperCentury\n", "Running RGI60-03.01710 | ideal_0_5C_stab200yr_cool1CperCentury | 377 time steps | _ideal_0_5C_stab200yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_0_5C_stab200yr_cool2CperCentury | 302 time steps | _ideal_0_5C_stab200yr_cool2CperCentury\n", "Running RGI60-03.01710 | ideal_1_5C_stab | 801 time steps | _ideal_1_5C_stab\n", "Running RGI60-03.01710 | ideal_1_5C_stab50yr_cool1CperCentury | 377 time steps | _ideal_1_5C_stab50yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_1_5C_stab50yr_cool2CperCentury | 252 time steps | _ideal_1_5C_stab50yr_cool2CperCentury\n", "Running RGI60-03.01710 | ideal_1_5C_stab200yr_cool1CperCentury | 527 time steps | _ideal_1_5C_stab200yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_1_5C_stab200yr_cool2CperCentury | 402 time steps | _ideal_1_5C_stab200yr_cool2CperCentury\n", "Running RGI60-03.01710 | ideal_2_5C_stab | 801 time steps | _ideal_2_5C_stab\n", "Running RGI60-03.01710 | ideal_2_5C_stab50yr_cool1CperCentury | 527 time steps | _ideal_2_5C_stab50yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_2_5C_stab50yr_cool2CperCentury | 352 time steps | _ideal_2_5C_stab50yr_cool2CperCentury\n", "Running RGI60-03.01710 | ideal_2_5C_stab200yr_cool1CperCentury | 677 time steps | _ideal_2_5C_stab200yr_cool1CperCentury\n", "Running RGI60-03.01710 | ideal_2_5C_stab200yr_cool2CperCentury | 502 time steps | _ideal_2_5C_stab200yr_cool2CperCentury\n", "Finished all scenarios for RGI60-03.01710\n", "\n", "==========================================================================================\n", "IDEALIZED EXPERIMENT SUMMARY\n", "==========================================================================================\n", "Successful runs: 30\n", "Failed runs: 0\n" ] } ], "source": [ "#!/usr/bin/env python3\n", "\"\"\"Generate and run idealized OGGM temperature-anomaly experiments.\n", "\n", "Scenarios per glacier\n", "---------------------\n", "1. Permanent stabilization at deltaT=0.5, 1.5, and 2.5 degC.\n", "2. For each peak level, cooling after 50 or 200 years of stabilization.\n", "3. Cooling at 1 or 2 degC per century.\n", "4. No interannual variability.\n", "5. Cooling pathways end when the anomaly reaches -3 degC or when the\n", " configured experiment duration is reached.\n", "\n", "Expected OGGM output suffixes include e.g.:\n", " _ideal_1_5C_stab\n", "\n", "\n", "Usage\n", "-----\n", "This file is intended to be executed in an OGGM environment in which these\n", "objects are already available:\n", "\n", " gdirs\n", " run_constant_climate_with_bias\n", "\n", "Set RUN_EXPERIMENTS = True below to execute the model runs.\n", "\"\"\"\n", "\n", "import numpy as np\n", "import pandas as pd\n", "\n", "\n", "# =============================================================================\n", "# 1. Experiment configuration\n", "# =============================================================================\n", "\n", "# Set this to True when you are ready to run the OGGM experiments.\n", "RUN_EXPERIMENTS = False\n", "\n", "# Experiment years 0, 1, ..., 800.\n", "EXPERIMENT_END_YEAR = 800\n", "YEARS = np.arange(0, EXPERIMENT_END_YEAR + 1, dtype=int)\n", "\n", "# +3 degC per century = +0.03 degC per year.\n", "WARMING_RATE = 2.0 / 100.0\n", "\n", "# Peak global warming levels.\n", "PEAK_LEVELS = [0.5, 1.5, 2.5]\n", "\n", "# Years at the peak warming level before cooling begins.\n", "STABILIZATION_DURATIONS = [50, 200]\n", "\n", "# Cooling rates in degC per century.\n", "COOLING_RATES = [1.0, 2.0]\n", "\n", "# Cooling scenarios stop at this temperature anomaly.\n", "MIN_ANOMALY = -1.0\n", "\n", "# Climate period used by run_constant_climate_with_bias.\n", "CLIMATE_CENTER_YEAR = 2009\n", "CLIMATE_HALFSIZE = 10\n", "\n", "\n", "# =============================================================================\n", "# 2. Scenario naming\n", "# =============================================================================\n", "\n", "def peak_to_string(peak_gwl):\n", " \"\"\"Convert a peak level to the filename format, e.g. 1.5 -> 1_5C.\"\"\"\n", " return f\"{peak_gwl:.1f}\".replace(\".\", \"_\") + \"C\"\n", "\n", "\n", "def make_stabilization_name(peak_gwl):\n", " \"\"\"Return a permanent-stabilization scenario name.\"\"\"\n", " return f\"ideal_{peak_to_string(peak_gwl)}_stab\"\n", "\n", "\n", "def make_cooling_name(peak_gwl, stabilization_years, cooling_rate):\n", " \"\"\"Return a stabilization-and-cooling scenario name.\"\"\"\n", " cooling_string = f\"{cooling_rate:g}\"\n", " return (\n", " f\"ideal_{peak_to_string(peak_gwl)}_\"\n", " f\"stab{int(stabilization_years)}yr_\"\n", " f\"cool{cooling_string}CperCentury\"\n", " )\n", "\n", "\n", "def make_oggm_suffix(scenario_name, add=\"\"):\n", " \"\"\"Return the exact OGGM output suffix for a scenario.\"\"\"\n", " return f\"_{scenario_name}{add}\"\n", "\n", "\n", "# =============================================================================\n", "# 3. Scenario construction\n", "# =============================================================================\n", "\n", "def build_stabilization_scenario(\n", " years,\n", " peak_gwl,\n", " warming_rate=WARMING_RATE,\n", "):\n", " \"\"\"Create a linear ramp followed by permanent stabilization.\"\"\"\n", " years = np.asarray(years, dtype=float)\n", " temperature_anomaly = warming_rate * years\n", " return np.minimum(temperature_anomaly, peak_gwl).astype(float)\n", "\n", "\n", "def build_cooling_scenario(\n", " years,\n", " peak_gwl,\n", " stabilization_years,\n", " cooling_rate_per_century,\n", " warming_rate=WARMING_RATE,\n", " min_anomaly=MIN_ANOMALY,\n", "):\n", " \"\"\"Create a warming, stabilization, and cooling pathway.\n", "\n", " The first value below ``min_anomaly`` is replaced by exactly\n", " ``min_anomaly``. All later values are set to NaN, allowing the OGGM run to\n", " end at the threshold after trailing NaN values are removed.\n", " \"\"\"\n", " years = np.asarray(years, dtype=float)\n", " temperature_anomaly = np.full(years.shape, np.nan, dtype=float)\n", "\n", " cooling_rate_per_year = cooling_rate_per_century / 100.0\n", " ramp_end_year = peak_gwl / warming_rate\n", " cooling_start_year = ramp_end_year + stabilization_years\n", "\n", " ramp_mask = years <= ramp_end_year\n", " stabilization_mask = (\n", " (years > ramp_end_year) & (years <= cooling_start_year)\n", " )\n", " cooling_mask = years > cooling_start_year\n", "\n", " temperature_anomaly[ramp_mask] = warming_rate * years[ramp_mask]\n", " temperature_anomaly[stabilization_mask] = peak_gwl\n", " temperature_anomaly[cooling_mask] = (\n", " peak_gwl\n", " - cooling_rate_per_year\n", " * (years[cooling_mask] - cooling_start_year)\n", " )\n", "\n", " below_threshold = np.flatnonzero(temperature_anomaly < min_anomaly)\n", " if below_threshold.size:\n", " first_below = below_threshold[0]\n", " temperature_anomaly[first_below] = min_anomaly\n", " temperature_anomaly[first_below + 1:] = np.nan\n", "\n", " return temperature_anomaly\n", "\n", "\n", "def generate_scenarios():\n", " \"\"\"Generate 3 stabilization and 12 cooling scenarios.\"\"\"\n", " scenarios = {}\n", "\n", " for peak_gwl in PEAK_LEVELS:\n", " stabilization_name = make_stabilization_name(peak_gwl)\n", " scenarios[stabilization_name] = build_stabilization_scenario(\n", " years=YEARS,\n", " peak_gwl=peak_gwl,\n", " )\n", "\n", " for stabilization_years in STABILIZATION_DURATIONS:\n", " for cooling_rate in COOLING_RATES:\n", " cooling_name = make_cooling_name(\n", " peak_gwl=peak_gwl,\n", " stabilization_years=stabilization_years,\n", " cooling_rate=cooling_rate,\n", " )\n", " scenarios[cooling_name] = build_cooling_scenario(\n", " years=YEARS,\n", " peak_gwl=peak_gwl,\n", " stabilization_years=stabilization_years,\n", " cooling_rate_per_century=cooling_rate,\n", " )\n", "\n", " return scenarios\n", "\n", "\n", "# =============================================================================\n", "# 4. Validation and conversion for OGGM\n", "# =============================================================================\n", "\n", "def check_scenario(scenario_name, temperature_anomaly):\n", " \"\"\"Validate one scenario before it is supplied to OGGM.\"\"\"\n", " temperature_anomaly = np.asarray(temperature_anomaly, dtype=float)\n", " finite = temperature_anomaly[np.isfinite(temperature_anomaly)]\n", "\n", " if finite.size == 0:\n", " raise ValueError(f\"{scenario_name} contains no finite values.\")\n", "\n", " if not np.isclose(finite[0], 0.0):\n", " raise ValueError(f\"{scenario_name} does not start at 0 degC.\")\n", "\n", " if np.min(finite) < MIN_ANOMALY:\n", " raise ValueError(\n", " f\"{scenario_name} contains values below {MIN_ANOMALY} degC.\"\n", " )\n", "\n", " # NaNs may occur only as one trailing block after the cooling endpoint.\n", " finite_mask = np.isfinite(temperature_anomaly)\n", " if np.any(~finite_mask):\n", " first_nan = np.flatnonzero(~finite_mask)[0]\n", " if np.any(finite_mask[first_nan:]):\n", " raise ValueError(\n", " f\"{scenario_name} contains non-trailing NaN values.\"\n", " )\n", "\n", " return True\n", "\n", "\n", "def prepare_temp_bias_ts(years, temperature_anomaly):\n", " \"\"\"Convert one idealized pathway to a pandas Series for OGGM.\"\"\"\n", " years = np.asarray(years)\n", " temperature_anomaly = np.asarray(temperature_anomaly, dtype=float)\n", "\n", " if years.size != temperature_anomaly.size:\n", " raise ValueError(\n", " \"The years array and temperature-anomaly array must have \"\n", " \"the same length.\"\n", " )\n", "\n", " valid = np.isfinite(temperature_anomaly)\n", " if not np.any(valid):\n", " raise ValueError(\"The temperature scenario has no valid values.\")\n", "\n", " scenario_temperature = temperature_anomaly[valid]\n", " experiment_years = np.arange(scenario_temperature.size, dtype=int)\n", "\n", " return pd.Series(\n", " data=scenario_temperature,\n", " index=experiment_years,\n", " name=\"temp_bias\",\n", " dtype=float,\n", " )\n", "\n", "\n", "# =============================================================================\n", "# 5. Scenario summary\n", "# =============================================================================\n", "\n", "def print_scenario_summary(scenarios):\n", " \"\"\"Print names, durations, and final finite anomalies.\"\"\"\n", " print(\"=\" * 90)\n", " print(\"Generated idealized temperature scenarios\")\n", " print(\"=\" * 90)\n", "\n", " for scenario_name, temperature_anomaly in scenarios.items():\n", " finite = temperature_anomaly[np.isfinite(temperature_anomaly)]\n", " print(\n", " f\"{scenario_name:58s} | \"\n", " f\"{finite.size:4d} time steps | \"\n", " f\"final anomaly: {finite[-1]:6.2f} °C\"\n", " )\n", "\n", " print(\"-\" * 90)\n", " print(f\"Total scenarios: {len(scenarios)}\")\n", " print(\"=\" * 90)\n", "\n", "\n", "# =============================================================================\n", "# 6. OGGM run function\n", "# =============================================================================\n", "\n", "def run_all_idealized_experiments(\n", " gdirs,\n", " run_constant_climate_with_bias,\n", " scenarios,\n", " add_values=(\"\",),\n", "):\n", " \"\"\"Run all idealized pathways for every supplied glacier directory.\"\"\"\n", " successful_runs = []\n", " failed_runs = []\n", "\n", " for gdir in gdirs:\n", " print()\n", " print(\"=\" * 90)\n", " print(f\"Starting idealized experiments for {gdir.rgi_id}\")\n", " print(\"=\" * 90)\n", "\n", " for add in add_values:\n", " init_suffix = f\"_spinup{add}\"\n", "\n", " for scenario_name, temperature_anomaly in scenarios.items():\n", " output_suffix = make_oggm_suffix(\n", " scenario_name=scenario_name,\n", " add=add,\n", " )\n", "\n", " try:\n", " check_scenario(scenario_name, temperature_anomaly)\n", " temp_bias_ts = prepare_temp_bias_ts(\n", " years=YEARS,\n", " temperature_anomaly=temperature_anomaly+dict_delta_t_rgi_eq[gdir.rgi_id],\n", " )\n", "\n", " print(\n", " f\"Running {gdir.rgi_id} | {scenario_name} | \"\n", " f\"{len(temp_bias_ts)} time steps | {output_suffix}\"\n", " )\n", "\n", " run_constant_climate_with_bias(\n", " gdir,\n", " temp_bias_ts=temp_bias_ts,\n", " y0=CLIMATE_CENTER_YEAR,\n", " halfsize=CLIMATE_HALFSIZE,\n", " init_model_filesuffix=init_suffix,\n", " output_filesuffix=output_suffix,\n", " )\n", "\n", " successful_runs.append(\n", " {\n", " \"rgi_id\": gdir.rgi_id,\n", " \"scenario\": scenario_name,\n", " \"duration\": len(temp_bias_ts),\n", " \"output_suffix\": output_suffix,\n", " }\n", " )\n", "\n", " except Exception as error:\n", " failed_runs.append(\n", " {\n", " \"rgi_id\": gdir.rgi_id,\n", " \"scenario\": scenario_name,\n", " \"output_suffix\": output_suffix,\n", " \"error\": repr(error),\n", " }\n", " )\n", " print(\n", " f\"FAILED {gdir.rgi_id} | {scenario_name} | \"\n", " f\"{type(error).__name__}: {error}\"\n", " )\n", "\n", " print(f\"Finished all scenarios for {gdir.rgi_id}\")\n", "\n", " print()\n", " print(\"=\" * 90)\n", " print(\"IDEALIZED EXPERIMENT SUMMARY\")\n", " print(\"=\" * 90)\n", " print(f\"Successful runs: {len(successful_runs)}\")\n", " print(f\"Failed runs: {len(failed_runs)}\")\n", "\n", " if failed_runs:\n", " print(\"\\nFailed experiments:\")\n", " for failure in failed_runs:\n", " print(\n", " f\"{failure['rgi_id']} | {failure['scenario']} | \"\n", " f\"{failure['output_suffix']} | {failure['error']}\"\n", " )\n", "\n", " return successful_runs, failed_runs\n", "\n", "\n", "# =============================================================================\n", "# 7. Generate scenarios and optionally execute OGGM\n", "# =============================================================================\n", "\n", "scenarios = generate_scenarios()\n", "\n", "for _scenario_name, _temperature_anomaly in scenarios.items():\n", " check_scenario(_scenario_name, _temperature_anomaly)\n", "\n", "print_scenario_summary(scenarios)\n", "RUN_EXPERIMENTS = True\n", "if RUN_EXPERIMENTS:\n", " # The OGGM notebook or calling environment must define both ``gdirs`` and\n", " # ``run_constant_climate_with_bias`` before this section is executed.\n", " missing_names = [\n", " name\n", " for name in (\"gdirs\", \"run_constant_climate_with_bias\")\n", " if name not in globals()\n", " ]\n", "\n", " if missing_names:\n", " raise NameError(\n", " \"RUN_EXPERIMENTS is True, but the following required objects \"\n", " f\"are missing: {', '.join(missing_names)}\"\n", " )\n", "\n", " successful_runs, failed_runs = run_all_idealized_experiments(\n", " gdirs=[gdirs[0], gdirs[-2]],\n", " run_constant_climate_with_bias=run_constant_climate_with_bias,\n", " scenarios=scenarios,\n", " add_values=(\"\",),\n", " )" ] }, { "cell_type": "code", "execution_count": 131, "id": "ca63a081-905d-412b-bced-0d2bbf36bb42", "metadata": {}, "outputs": [], "source": [ "#!/usr/bin/env python3\n", "fs = 22\n", "plt.rcParams[\"font.size\"] = 22\n", "\n", "\"\"\"Plot idealized temperature pathways and OGGM glacier-volume outputs.\n", "\n", "Panels\n", "------\n", "a: Idealized temperature-anomaly pathways\n", "b: Normalized volume for example glacier 1\n", "c: Normalized volume for example glacier 2\n", "\n", "Included experiments\n", "--------------------\n", "- Permanent stabilization at 0.5, 1.5, and 2.5 degC\n", "- Cooling after 50 or 200 years at the peak warming level\n", "- Cooling at 1 or 2 degC per century\n", "- No interannual variability\n", "- Cooling pathways stop at -3 degC\n", "\n", "Expected OGGM filenames include:\n", " model_diagnostics_ideal_0_5C_stab.nc\n", "\n", "Example usage in an OGGM notebook\n", "---------------------------------\n", " from plot_idealized_oggm_volume_final import plot_idealized_volume\n", "\n", " fig, axes = plot_idealized_volume(\n", " gdirs=[gdir_1, gdir_2],\n", " glacier_labels=[\"Glacier 1\", \"Glacier 2\"],\n", " savepath=\"idealized_volume_two_glaciers.png\",\n", " )\n", "\"\"\"\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib.lines import Line2D\n", "import numpy as np\n", "import xarray as xr\n", "\n", "\n", "\n", "# =============================================================================\n", "# 2. Scenario names and OGGM suffixes\n", "# =============================================================================\n", "\n", "def peak_to_string(peak_gwl):\n", " \"\"\"Convert 1.5 to '1_5C', 3.0 to '3_0C', etc.\"\"\"\n", " return f\"{peak_gwl:.1f}\".replace(\".\", \"_\") + \"C\"\n", "\n", "\n", "def make_stabilization_name(peak_gwl):\n", " \"\"\"Return a permanent-stabilization scenario name.\"\"\"\n", " return f\"ideal_{peak_to_string(peak_gwl)}_stab\"\n", "\n", "\n", "def make_cooling_name(peak_gwl, stabilization_years, cooling_rate):\n", " \"\"\"Return a stabilization-and-cooling scenario name.\"\"\"\n", " return (\n", " f\"ideal_{peak_to_string(peak_gwl)}_\"\n", " f\"stab{int(stabilization_years)}yr_\"\n", " f\"cool{cooling_rate:g}CperCentury\"\n", " )\n", "\n", "\n", "def make_oggm_suffix(scenario_name, add=\"\"):\n", " \"\"\"Return the exact suffix used in the OGGM diagnostics filename.\"\"\"\n", " return f\"_{scenario_name}{add}\"\n", "\n", "\n", "# =============================================================================\n", "# 3. Idealized temperature pathways\n", "# =============================================================================\n", "\n", "def build_stabilization_scenario(\n", " years,\n", " peak_gwl,\n", " warming_rate=WARMING_RATE,\n", "):\n", " \"\"\"Create a linear warming ramp followed by permanent stabilization.\"\"\"\n", " years = np.asarray(years, dtype=float)\n", " temperature = warming_rate * years\n", " return np.minimum(temperature, peak_gwl).astype(float)\n", "\n", "\n", "def build_cooling_scenario(\n", " years,\n", " peak_gwl,\n", " stabilization_years,\n", " cooling_rate_per_century,\n", " warming_rate=WARMING_RATE,\n", " min_anomaly=MIN_ANOMALY,\n", "):\n", " \"\"\"Create a ramp-up, stabilization, and cooling pathway.\n", "\n", " The displayed pathway uses the same annual years as the OGGM experiment.\n", " It ends at -3 degC if that threshold is reached before year 800.\n", " \"\"\"\n", " years = np.asarray(years, dtype=float)\n", " temperature = np.full(years.shape, np.nan, dtype=float)\n", "\n", " cooling_rate_per_year = cooling_rate_per_century / 100.0\n", " ramp_end_year = peak_gwl / warming_rate\n", " cooling_start_year = ramp_end_year + stabilization_years\n", "\n", " ramp_mask = years <= ramp_end_year\n", " stabilization_mask = (\n", " (years > ramp_end_year) & (years <= cooling_start_year)\n", " )\n", " cooling_mask = years > cooling_start_year\n", "\n", " temperature[ramp_mask] = warming_rate * years[ramp_mask]\n", " temperature[stabilization_mask] = peak_gwl\n", " temperature[cooling_mask] = (\n", " peak_gwl\n", " - cooling_rate_per_year\n", " * (years[cooling_mask] - cooling_start_year)\n", " )\n", "\n", " below_threshold = np.flatnonzero(temperature < min_anomaly)\n", " if below_threshold.size:\n", " first_below = below_threshold[0]\n", " temperature[first_below] = min_anomaly\n", " temperature[first_below + 1:] = np.nan\n", "\n", " return temperature\n", "\n", "\n", "def generate_scenarios():\n", " \"\"\"Generate 3 permanent-stabilization and 12 cooling scenarios.\"\"\"\n", " scenarios = {}\n", "\n", " for peak_gwl in PEAK_LEVELS:\n", " stabilization_name = make_stabilization_name(peak_gwl)\n", " scenarios[stabilization_name] = {\n", " \"years\": YEARS.astype(float),\n", " \"temperature\": build_stabilization_scenario(\n", " years=YEARS,\n", " peak_gwl=peak_gwl,\n", " ),\n", " \"peak_gwl\": peak_gwl,\n", " \"scenario_type\": \"stabilization\",\n", " \"stabilization_years\": None,\n", " \"cooling_rate\": None,\n", " }\n", "\n", " for stabilization_years in STABILIZATION_DURATIONS:\n", " for cooling_rate in COOLING_RATES:\n", " cooling_name = make_cooling_name(\n", " peak_gwl=peak_gwl,\n", " stabilization_years=stabilization_years,\n", " cooling_rate=cooling_rate,\n", " )\n", "\n", " scenarios[cooling_name] = {\n", " \"years\": YEARS.astype(float),\n", " \"temperature\": build_cooling_scenario(\n", " years=YEARS,\n", " peak_gwl=peak_gwl,\n", " stabilization_years=stabilization_years,\n", " cooling_rate_per_century=cooling_rate,\n", " ),\n", " \"peak_gwl\": peak_gwl,\n", " \"scenario_type\": \"cooling\",\n", " \"stabilization_years\": stabilization_years,\n", " \"cooling_rate\": cooling_rate,\n", " }\n", "\n", " return scenarios\n", "\n", "\n", "# =============================================================================\n", "# 4. Scenario styling\n", "# =============================================================================\n", "\n", "def get_scenario_style(name):\n", " \"\"\"Return color, line style, and width for one scenario.\"\"\"\n", " if \"ideal_0_5C_\" in name:\n", " color = COLORS[1.5]\n", " elif \"ideal_1_5C_\" in name:\n", " color = COLORS[3.0]\n", " elif \"ideal_2_5C_\" in name:\n", " color = COLORS[6.0]\n", " else:\n", " color = \"#7F7F7F\"\n", "\n", " # Solid lines identify permanent stabilization experiments.\n", " if name.endswith(\"_stab\"):\n", " linestyle = \"-\"\n", " linewidth = 2.7+0.5\n", " zorder = 4\n", "\n", " # Cooling after a 50-year stabilization period.\n", " elif \"_stab50yr_\" in name:\n", " linestyle = \":\"\n", " linewidth = 2.2+0.5 if \"_cool1CperCentury\" in name else 1.3+0.5\n", " zorder = 3\n", "\n", " # Cooling after a 200-year stabilization period.\n", " elif \"_stab200yr_\" in name:\n", " linestyle = \"--\"\n", " linewidth = 2.2+0.5 if \"_cool1CperCentury\" in name else 1.3+0.5\n", " zorder = 3\n", "\n", " else:\n", " linestyle = \"-\"\n", " linewidth = 1.7+0.5\n", " zorder = 2\n", "\n", " return {\n", " \"color\": color,\n", " \"linestyle\": linestyle,\n", " \"linewidth\": linewidth,\n", " \"alpha\": 0.95,\n", " \"zorder\": zorder,\n", " }\n", "\n", "\n", "# =============================================================================\n", "# 5. Load and normalize OGGM glacier volume\n", "# =============================================================================\n", "\n", "def load_volume(gdir, scenario_name, add=\"\"):\n", " \"\"\"Load volume_m3 from one OGGM model_diagnostics file.\"\"\"\n", " filesuffix = make_oggm_suffix(scenario_name, add=add)\n", " path = Path(\n", " gdir.get_filepath(\n", " \"model_diagnostics\",\n", " filesuffix=filesuffix,\n", " )\n", " )\n", "\n", " if not path.exists():\n", " raise FileNotFoundError(f\"Missing OGGM output: {path}\")\n", "\n", " with xr.open_dataset(path) as ds:\n", " if \"volume_m3\" not in ds.variables:\n", " raise KeyError(\n", " f\"'volume_m3' is not present in {path.name}. \"\n", " f\"Available data variables: {list(ds.data_vars)}\"\n", " )\n", "\n", " volume_da = ds[\"volume_m3\"].squeeze(drop=True).load()\n", " volume = np.asarray(volume_da.values, dtype=float).reshape(-1)\n", "\n", " if volume_da.dims:\n", " time_dimension = volume_da.dims[0]\n", " else:\n", " time_dimension = None\n", "\n", " if time_dimension is not None and time_dimension in ds.coords:\n", " raw_time = np.asarray(ds[time_dimension].values).reshape(-1)\n", " else:\n", " raw_time = np.arange(volume.size)\n", "\n", " if raw_time.size == volume.size and np.issubdtype(raw_time.dtype, np.number):\n", " experiment_year = raw_time.astype(float) - float(raw_time[0])\n", " else:\n", " experiment_year = np.arange(volume.size, dtype=float)\n", "\n", " return experiment_year, volume\n", "\n", "\n", "def normalize_volume(volume):\n", " \"\"\"Express glacier volume as percent of its initial finite value.\"\"\"\n", " volume = np.asarray(volume, dtype=float)\n", " valid = np.flatnonzero(np.isfinite(volume) & (volume > 0.0))\n", "\n", " if valid.size == 0:\n", " return np.full(volume.shape, np.nan, dtype=float)\n", "\n", " initial_volume = volume[valid[0]]\n", " return 100.0 * volume / initial_volume\n", "\n", "\n", "# =============================================================================\n", "# 6. Legends\n", "# =============================================================================\n", "\n", "def add_legends(ax):\n", " \"\"\"Add separate legends for peak level and scenario structure.\"\"\"\n", " peak_handles = [\n", " Line2D(\n", " [0], [0],\n", " color=COLORS[peak],\n", " linewidth=2.7,\n", " linestyle=\"-\",\n", " label=f\"{peak:g} °C\",\n", " )\n", " for peak in PEAK_LEVELS\n", " ]\n", "\n", " pathway_handles = [\n", " Line2D(\n", " [0], [0],\n", " color=\"0.25\",\n", " linewidth=2.7,\n", " linestyle=\"-\",\n", " label=\"Permanent stabilization\",\n", " ),\n", " Line2D(\n", " [0], [0],\n", " color=\"0.25\",\n", " linewidth=1.8,\n", " linestyle=\":\",\n", " label=\"Cooling after 50 years\",\n", " ),\n", " Line2D(\n", " [0], [0],\n", " color=\"0.25\",\n", " linewidth=1.8,\n", " linestyle=\"--\",\n", " label=\"Cooling after 200 years\",\n", " ),\n", " ]\n", "\n", " rate_handles = [\n", " Line2D(\n", " [0], [0],\n", " color=\"0.25\",\n", " linewidth=2.2,\n", " linestyle=\"-\",\n", " label=\"Cooling 1 degC/century\",\n", " ),\n", " Line2D(\n", " [0], [0],\n", " color=\"0.25\",\n", " linewidth=1.3,\n", " linestyle=\"-\",\n", " label=\"Cooling 2 degC/century\",\n", " ),\n", " ]\n", "\n", " legend_peak = ax.legend(\n", " handles=peak_handles,\n", " title=\"Peak warming\",\n", " loc=\"upper right\",\n", " frameon=False,\n", " fontsize=8,\n", " title_fontsize=9,\n", " )\n", " ax.add_artist(legend_peak)\n", "\n", " legend_pathway = ax.legend(\n", " handles=pathway_handles,\n", " loc=\"center right\",\n", " frameon=False,\n", " fontsize=8,\n", " )\n", " ax.add_artist(legend_pathway)\n", "\n", " ax.legend(\n", " handles=rate_handles,\n", " loc=\"lower right\",\n", " frameon=False,\n", " fontsize=8,\n", " )\n", "\n", "\n", "# =============================================================================\n", "# 7. Plot panels a, b, and c\n", "# =============================================================================\n", "\n", "def plot_idealized_volume(\n", " gdirs,\n", " glacier_labels=None,\n", " add=\"\",\n", " savepath=\"idealized_volume_two_glaciers.png\",\n", "):\n", " \"\"\"Plot temperature pathways and normalized volume for two glaciers.\"\"\"\n", " if len(gdirs) != 2:\n", " raise ValueError(\"Provide exactly two OGGM GlacierDirectory objects.\")\n", "\n", " if glacier_labels is None:\n", " glacier_labels = [gdir.rgi_id for gdir in gdirs]\n", "\n", " if len(glacier_labels) != 2:\n", " raise ValueError(\"Provide exactly two glacier labels.\")\n", "\n", " scenarios = generate_scenarios()\n", "\n", " fig, axes = plt.subplots(\n", " nrows=3,\n", " ncols=1,\n", " figsize=(10.5, 11.5),\n", " sharex=True,\n", " gridspec_kw={\"height_ratios\": [0.9, 1.0, 1.0]},\n", " )\n", "\n", " # -------------------------------------------------------------------------\n", " # Panel a: temperature pathways\n", " # -------------------------------------------------------------------------\n", " ax = axes[0]\n", "\n", " for name, scenario in scenarios.items():\n", " if '200yr' not in name: \n", " ax.plot(\n", " scenario[\"years\"],\n", " scenario[\"temperature\"],\n", " **get_scenario_style(name),\n", " )\n", "\n", " ax.axhline(0.0, color=\"black\", linewidth=0.7)\n", " ax.axhline(\n", " MIN_ANOMALY,\n", " color=\"0.45\",\n", " linewidth=0.7,\n", " linestyle=\":\",\n", " )\n", " ax.set_ylabel(\"Temperature\\nanomaly (°C)\", fontsize=fs, weight='bold')\n", " ax.set_ylim(MIN_ANOMALY - 0.25, max(PEAK_LEVELS) + 0.4)\n", " ax.text(\n", " 0.01,\n", " 0.95,\n", " \"a\",\n", " transform=ax.transAxes,\n", " va=\"top\",\n", " ha=\"left\",\n", " fontsize=fs,\n", " fontweight=\"bold\",\n", " )\n", " ax.tick_params(axis='both', labelsize=fs-2)\n", " #add_legends(ax)\n", "\n", " # -------------------------------------------------------------------------\n", " # Panels b and c: normalized glacier volume\n", " # -------------------------------------------------------------------------\n", " for panel_index, (gdir, label) in enumerate(\n", " zip(gdirs, glacier_labels),\n", " start=1,\n", " ):\n", " ax = axes[panel_index]\n", " loaded_count = 0\n", "\n", " for name in scenarios:\n", " if '200yr' not in name: \n", " try:\n", " experiment_year, volume = load_volume(\n", " gdir=gdir,\n", " scenario_name=name,\n", " add=add,\n", " )\n", " except FileNotFoundError as error:\n", " print(f\"Skipping {name} for {gdir.rgi_id}: {error}\")\n", " continue\n", " except KeyError as error:\n", " print(f\"Skipping {name} for {gdir.rgi_id}: {error}\")\n", " continue\n", " \n", " ax.plot(\n", " experiment_year,\n", " normalize_volume(volume),\n", " **get_scenario_style(name)\n", " )\n", " loaded_count += 1\n", "\n", " if loaded_count == 0:\n", " ax.text(\n", " 0.5,\n", " 0.5,\n", " \"No matching volume outputs found\",\n", " transform=ax.transAxes,\n", " ha=\"center\",\n", " va=\"center\",\n", " color=\"0.35\",\n", " )\n", "\n", " panel_letter = \"b\" if panel_index == 1 else \"c\"\n", " ax.axhline(0.0, color=\"black\", linewidth=0.7)\n", " ax.set_ylabel(\"Glacier mass (%)\", weight= \"bold\", fontsize=fs)\n", " ax.set_ylim(bottom=0.0)\n", " ax.set_title(label, loc=\"left\", fontsize=fs)\n", " ax.text(\n", " 0.01,\n", " 0.95,\n", " panel_letter,\n", " transform=ax.transAxes,\n", " va=\"top\",\n", " ha=\"left\",\n", " fontsize=fs,\n", " fontweight=\"bold\",\n", " )\n", " ax.tick_params(axis='both', labelsize=fs-2)\n", "\n", " axes[-1].set_xlabel(\"Experiment year\", fontsize=fs, weight='bold')\n", " axes[-1].set_xlim(0, EXPERIMENT_END_YEAR)\n", "\n", " for ax in axes:\n", " ax.grid(True, color=\"0.88\", linewidth=0.7)\n", " ax.spines[\"top\"].set_visible(False)\n", " ax.spines[\"right\"].set_visible(False)\n", "\n", " fig.tight_layout()\n", " fig.savefig(savepath, dpi=300, bbox_inches=\"tight\")\n", "\n", " return fig, axes" ] }, { "cell_type": "code", "execution_count": 132, "id": "9d3850ba-654a-406e-9e7b-6e9978ae3704", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "fig, axes = plot_idealized_volume(\n", " gdirs=[gdirs[0],gdirs[-1]],\n", " glacier_labels=[\n", " gdirs[0].rgi_id,\n", " gdirs[-2].rgi_id,\n", " ],\n", " savepath=\"idealized_volume_two_glaciers.png\",\n", ")" ] }, { "cell_type": "code", "execution_count": 136, "id": "43303d91-4a3a-43c0-a96d-95c120982ff0", "metadata": {}, "outputs": [], "source": [ "scenarios = generate_scenarios()" ] }, { "cell_type": "code", "execution_count": 148, "id": "e0880fc3-cb97-4645-9845-db8250711bc1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['ideal_0_5C_stab', 'ideal_0_5C_stab50yr_cool1CperCentury', 'ideal_0_5C_stab50yr_cool2CperCentury', 'ideal_0_5C_stab200yr_cool1CperCentury', 'ideal_0_5C_stab200yr_cool2CperCentury', 'ideal_1_5C_stab', 'ideal_1_5C_stab50yr_cool1CperCentury', 'ideal_1_5C_stab50yr_cool2CperCentury', 'ideal_1_5C_stab200yr_cool1CperCentury', 'ideal_1_5C_stab200yr_cool2CperCentury', 'ideal_2_5C_stab', 'ideal_2_5C_stab50yr_cool1CperCentury', 'ideal_2_5C_stab50yr_cool2CperCentury', 'ideal_2_5C_stab200yr_cool1CperCentury', 'ideal_2_5C_stab200yr_cool2CperCentury'])" ] }, "execution_count": 148, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scenarios.keys()" ] }, { "cell_type": "code", "execution_count": 165, "id": "f9a131d6-fbe7-46e0-9188-8097871f84fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.5" ] }, "execution_count": 165, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dT" ] }, { "cell_type": "code", "execution_count": 170, "id": "7f2e98a0-3496-4ee6-a05c-340cc58c363b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n", "ideal_2_5C_stab 125 2.5\n", "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n", "ideal_2_5C_stab 125 2.5\n", "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_920140/2784390486.py:18: RuntimeWarning: invalid value encountered in divide\n", " vol_rel = 100*vol/vol[0]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "ideal_2_5C_stab 125 2.5\n", "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n", "ideal_2_5C_stab 125 2.5\n", "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n", "ideal_2_5C_stab 125 2.5\n", "ideal_0_5C_stab 25 0.5\n", "ideal_1_5C_stab 75 1.5\n", "ideal_2_5C_stab 125 2.5\n" ] }, { "data": { "image/png": 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vQfHnJET5LXtii+/AWryXL19GdHQ0AgIC4O3tjXLlyqFdu3YAYPGduLm5FWi47tKlS6hYsaLFvCrzzzXnZ3306NEIDg7GwIEDsX79+mLfUfnMM89gz549+O6770zz2fR6vaxOTmw5CVRuW7duxZ49ezB//vwHnisngQ0JCUGzZs1M5d7e3njsscdw6NAh0z8uNBqNxXxHAMjMzJS1lZycLPt7IjExsSCXbVMFjbUwFi5ciPj4eMycObNIMb344otQKBT48ccf7RpnacU5YOQ0oaGhGDp0KD799FNMmTLFYr/BYIAkSdixY4fVSbkPmucFABUqVJBtr1y50jTZXKfToV+/flCr1Vi/fr1scmrOL6TJkycjKirKats1atSQbdvyL56c8w8dOhTDhw+3WqdBgway7bwmLudVnl8PR9u2bXHu3Dls3boVu3fvxvLly7Fw4UJ88sknGD16NADjvJLHHnsMW7Zswa5du/Dmm29i7ty5+Omnn9CoUaMHXmNBFCX2gsb/ILb8DnLi1ev16NKlCxITE/Haa6+hVq1a8PLywrVr1xAdHW2RCKnVapsuD6LRaPDzzz8jJiYGP/zwA3bu3Il169ahY8eO2L179wMnv+clPDwcnTt3BgD06tULSqUSU6ZMQYcOHfDoo48CMP7/4ubmhuPHj1scn5OAPmiCOADTnNHg4GCLfUFBQcjKykJaWhp8fX1RoUIFxMTEQAhh6tkEYOp1z2nrhRdekN0I0q5dO+zbt68gl24zFSpUsLo+onmsBZWcnIzZs2djwoQJSElJMfVApqamQgiBixcvwtPTE0FBQXm2kbO+Wu6EtKCfKT0YEzByqjfeeANff/013n33XYt9YWFhEEIgJCQEERER+baT+y+C3Mzveqtbt67p/cSJE/H333/j559/tvjLPDQ0FIBxeCznF0thVatWDYBxja2c9gBj4nfhwoV82y1Xrhx8fHyg1+uLfP7iCggIwIgRIzBixAikpqaibdu2mDFjhiyBCQsLw8svv4yXX34ZZ86cQWRkJBYsWICvv/7aapvVqlXDP//8A4PBIEsscu64y/nM7B1/zvdhLRnIYY/v4N9//8V///2HL7/8EsOGDTOVW1tsszCqVauGH3/8EXfv3pX1gln7XBUKBTp16oROnTrhgw8+wDvvvINp06YhJibGZtc5bdo0fPbZZ3jjjTewc+dOAICXlxfat2+P/fv349q1a6hUqVKR2q5YsSLKly9vNVm5fv06PDw8TJ9BZGQkli9fjlOnTsmG4HJuioiMjAQAvPrqqxg6dKhpf+5hb0eJjIxETEwMUlJSZBPxzWMtqKSkJKSmpuK9997De++9Z7E/JCQEffr0wZYtW/JsI2f6Rbly5WRxFuQzpQfjECQ5VVhYGIYOHYply5ZZDF898cQTUCqVmDlzpkWPhxACCQkJpm0vLy+rQ2qdO3eWvXJ6xFauXIlly5bhf//7n+nundyCgoLQvn17LFu2zOoctbi4uAdeW+fOnaFSqfDRRx/J4l+xYgWSk5PRs2fPPI9VKpV48sknsWnTJqtJQkHOXxy5P1vA2NtYo0YN09BDenq6acghR1hYGHx8fKwOT+To0aMHbt68iXXr1pnKsrOzsXjxYnh7e5t6Quwdf7ly5dC2bVt8/vnnuHz5sqxuzndlj+8gp4cp98+DEAIffvhhodvKLWcR1CVLlsjKFy5cCEmS0L17dwCwOrSW8wsz9/dW3GUo/Pz8MHbsWOzatQt///23qXz69OnQ6/UYOnSo1aHIgs47e+qpp3DlyhVZ4hofH4+tW7eiY8eOpuS+T58+cHd3x9KlS2Xn+OSTT1CpUiW0bNkSAFCnTh3Z3xONGzcuymUXWHx8PGJjY5Genm4q69evH/R6PT799FNTmVarxcqVK9GsWbNC3wEZFBSEzZs3W7w6dOgADw8PbN68Ga+//joA4/Dh3bt3LdqYNWsWhBDo1q2bqaygnyk9GHvAyOmmTZuGVatW4fTp07IeqrCwMMyePRuvv/46Ll68iMcffxw+Pj64cOECNm/ejGeeeQaTJ08GADRu3Bjr1q3DSy+9hCZNmpjmg1gTHx+PCRMmoE6dOlCr1Ra9NX379oWXlxf+97//oXXr1qhfvz7GjBmD0NBQ3Lp1C7///juuXr1q8cgTc+XKlcPrr7+OmTNnolu3bujduzdOnz6NpUuXokmTJrJ/cVszb948xMTEoFmzZhgzZgzq1KmDxMREHDlyBD/++KNd56nUqVMH7du3R+PGjREQEIDDhw9j48aNeO655wAA//33Hzp16oQBAwagTp06cHNzw+bNm3Hr1q18V8J+5plnsGzZMkRHR+Ovv/5C9erVsXHjRvz6669YtGiR1bWh7BE/AHz00Udo3bo1HnnkETzzzDMICQnBxYsX8cMPP5iSBlt/B7Vq1UJYWBgmT56Ma9euoUyZMti0aVOhbmSw5rHHHkOHDh0wbdo0XLx4EQ0bNsTu3buxdetWTJo0CWFhYQCMc+N+/vln9OzZE9WqVcPt27exdOlSVK5cWbZ0QHGXoQCMw3qLFi3CvHnzsHbtWgDGmxKWLFmC559/HuHh4aaV8HU6Hf777z+sXr0aKpUK5cuXz7ft119/HevXr8eTTz6Jl156Cb6+vvjkk0+QlZWFd955x1SvcuXKmDRpEt5//31kZWWhSZMm2LJlCw4cOIDVq1cXaMj1n3/+Md0UcPbsWdPQHgA0bNhQ9vfMqlWrcOnSJVNi9fPPP5vqPv3006aeyCVLlmDmzJmIiYkxrZPXrFkz9O/fH6+//jpu376NGjVq4Msvv8TFixexYsWKQsfk6emJxx9/3OJ6tmzZgkOHDsn23bx5E40aNcKgQYNMjx7atWsXtm/fjm7duqFPnz42/UzpHsfcbEkkX4bCXM4tz9ZWwt+0aZNo3bq18PLyEl5eXqJWrVri2WefFadPnzbVSU1NFYMHDxZ+fn4CwANXqwaQ5ytnNWshhDh37pwYNmyYKF++vHB3dxeVKlUSvXr1Ehs3bizQdQlhXHaiVq1awt3dXQQHB4vx48eLpKSkB39gQohbt26JZ599VlSpUkW4u7uL8uXLi06dOolPP/3UVCdnCYTct/znF9dbb71lsRSB+TIUs2fPFk2bNhV+fn5Co9GIWrVqiTlz5piWuYiPjxfPPvusqFWrlvDy8hK+vr6iWbNmYv369bJzmS9DkXNNI0aMEGXLlhUqlUrUr19frFy5UlYnrxXWhRAFur3/QfHnOH78uOjbt6/w8/MTHh4eombNmuLNN9+0iLeo30HOdeS+vpMnT4rOnTsLb29vUbZsWTFmzBjTEg256+W3Mrn5MhRCCHH37l3x4osviooVKwp3d3cRHh4u3n//fdmyGnv37hV9+vQRFStWFCqVSlSsWFEMGjRI/Pfff7K2CrsMRV7LkURHRwulUmlaBiPH0aNHxbBhw0TVqlWFSqUSXl5eokGDBuLll1+2qJvX53Du3DnRt29fUaZMGaHRaETHjh3FoUOHLOrp9XrxzjvviGrVqgmVSiXq1q0rWwblQXL+P7L2yv3/jBD3Pzdrr5iYGFO9nP8Hc5cJYVz5fvLkyaJ8+fJCrVaLJk2aiJ07dxYrJnPWPs+kpCQxdOhQUaNGDeHp6SnUarWoW7eueOeddyz+nxGi+J8pGUlCFOOfOERERERUaJwDRkRERORgTMCIiIiIHIwJGBEREZGDMQEjIiIicjAmYEREREQOxgSMiIiIyMG4EKsT+fn5QavVWjyvkIiIiEquGzduQK1W486dO0VugwmYE2m1WmRnZzs7DCIiIioEW/zuZgLmRDk9X+fPn3dyJERERFRQoaGhxW6Dc8CIiIiIHIwJGBEREZGDMQEjIiIicjAmYEREREQOxgSMiIiIyMGYgBERERE5GBMwIiIiIgdjAkZERETkYEzAiIiIiBzM5ROws2fPYty4cYiMjISbmxvq1atntd6KFSsQEREBDw8PNGzYEN9//71FneTkZIwaNQoBAQHw8fFBv379cOPGDXtfAhEREbkYl0/ATpw4gR9++AE1atRAnTp1rNZZu3YtxowZg6eeego7duxAixYt0LdvXxw8eFBW76mnnsLu3bvxySefYPXq1Th9+jS6d+/O5zkSERFRoUhCCOHsIOzJYDBAoTDmmdHR0Th8+DCOHz8uq1OzZk00btwYa9asMZW1bNkSfn5+2L59OwDg999/R8uWLbFr1y507doVAHD69GnUrl0ba9euxYABAwodW86zpOz5LEhh0EFSqOzWPhERUWlji9/fLt8DlpN85eX8+fP477//LBKogQMHYu/evdBqtQCAHTt2wM/PD126dDHVqVmzJiIjI01JWknwzyfLML1qT7wWHIUX/TvjuTI9EHeSD/smIiIqSdycHYCzxcbGAgBq1aolK69duzZ0Oh0uXLiAWrVqITY2FjVr1oQkSRb1ctqwJr8npl+5cgVVqlQpRvSWUq9cxImregAScr7etBvXUK5O8Z/cTkRERLbh8j1gD5KUlAQA8PPzk5X7+/sDABITE031zOvk1MupUxKoA4MtyjJvXnR8IERERJSnUt8DZm/5jQ/n1ztWVJpgyx417a0rNj8PERERFV2p7wHL6elKTk6Wlef0jAUEBJjqmdfJqZdTpyRQB1W0KMtMuO2ESIiIiCgvpT4By5n7ZT6PKzY2FiqVytRLVatWLZw+fRrmN43GxsZazB9zJk05y2RQm5DghEiIiIgoL6U+AQsNDUVERAQ2bNggK1+3bh06deoElcq4hEP37t2RlJSEvXv3mur8999/OHr0KHr06OHQmPPjUdZKApaS4oRIiIiIKC8uPwcsPT3dtEzEpUuXkJKSgo0bNwIA2rVrh3LlymHGjBkYMmQIwsLC0KFDB6xbtw5//PEHfv75Z1M7LVq0QFRUFEaOHIkFCxbAw8MD06ZNQ4MGDfDEE0845dqs8SjjBUgSkKunLjMlHUKfAUmpcWJkRERElMPlE7Dbt2+jf//+srKc7ZiYGLRv3x6DBg1Ceno65s2bh3nz5qFmzZrYvHkzWrRoITtu3bp1eOmll/DMM88gOzsbXbt2xeLFi+HmVnI+RpVGZZGAadMMQOYNwItLURAREZUELr8Sfklmr5XwB6h6QJ9tMG0/0USLwdtnQwpsZdPzEBERlUZcCZ+scneTf626TAFkXndSNERERGSOCZgLUrvLv9bMDGEcgiQiIqISgQmYC1Kp5HPSdFr2gBEREZUkTMBckErtZnwU5D1arQB0CRD6TOcFRURERCZMwFyQ2sNdtq3T3bvPQnvTCdEQERGROSZgLkitUSN3F5g2SzKu4M95YERERCUCEzAXpPJUy7azDBJEpp7zwIiIiEoIJmAuSO3lIdvWGSSItGz2gBEREZUQTMBckNpb/sihLKGAIT2bPWBEREQlBBMwF6T28TK+uTcNTCcUEOnZgDYewqBzXmBEREQEgAmYS1KX8ZRt64QEQ1oWAAFk8k5IIiIiZ2MC5oI8ynjfe2fsAtMZFBAZemORlvPAiIiInI0JmAtS+5eRbWcJCYbULOMGJ+ITERE5HRMwF3S/B8xILyTo7mYbNzgRn4iIyOmYgLkglacKsmcRAbkSMPaAERERORsTMBfk4elxP/+692dmSs4csNsQhiynxEVERERGTMBckEqjAiR5D5g29V4CJgyA9rYToiIiIqIcTMBckNpTnSsBM/6ZeVd/vwLngRERETkVEzAXpNKoLMp0qbkTMM4DIyIiciYmYC5I3gNmlJluyLXBBIyIiMiZmIC5ILVGDcl8DpgsAeMQJBERkTMxAXNBak+1vEACtBni/rb2NoTIdmxQREREZMIEzAVZuwtSpxMQWfd6wUQ2oI1zQmREREQEMAFzSZZzwCTohAKG9Fy9XpnXHB4XERERGTEBc0EqDys9YEIBkZErAcvgPDAiIiJnYQLmghQKBdzVbrIynVDAkJa7B4wJGBERkbMwAXNRag/5WmBZQgGRlusRRByCJCIichomYC5K7eUh29YJpXwOmPY2hEHn4KiIiIgIYALmslSe8gQsy6CAyJ2ACQMXZCUiInISJmAuysNbI9u2mAMGcB4YERGRkzABc1Eqs8VYdUKCyL0YKwBkXHVgRERERJSDCZiLMl8LTGdQwJBp9pBuTsQnIiJyCiZgLkqtkSdgWUKCIcNdXimDCRgREZEzMAFzUebPg9QJCYYM+eKsyLoDkZ3mwKiIiIgIYALmssyfB6kzSBDpBsuKHIYkIiJyOCZgLsoiARMKGNKsrPvFifhEREQOxwTsnu+//x6PPPII1Go1qlSpgrfeegt6vV5WJzo6GpIkWbx27tzppKjzpvZUQzKfA5aSBrh5yytyKQoiIiKHc3twFdd38OBB9OnTB4MGDcLcuXNx4sQJvPHGG0hLS8P8+fNldUNDQ7F69WpZWe3atR0ZboGoNfI5YFqDBJGSAnhUAlJP39/BHjAiIiKHYwIGYMaMGYiMjMTXX38NAIiKioIQAq+//jpeeeUVBAcHm+pqNBo0b97cWaEWmIe3h9ldkAroM7UQiiBIyJWAZV6HEELWW0ZERET2xSFIAEePHkXXrl1lZVFRUcjKysKuXbucFFXxmK8DBtwbhsz2l1fUZwBZSQ6MjIiIiNgDBiAzMxNqtXzILmf71KlTsvKzZ8/C19cXGRkZqF+/Pt588008/vjjebYdGhqa574rV66gSpUqRQ88HxpvjUUCpjUoYNB5Q2leOeMqoAqwSxxERERkiT1gAMLDw3Ho0CFZ2cGDBwEAiYmJprJGjRphwYIF2Lp1K9avX4+yZcuib9++2Lhxo0PjLQgPLw+LBEwnJAitxrJyxhUHRUVEREQAe8AAABMmTMCoUaPw4Ycf4umnn8bJkycxbdo0KJVK2dyoF154QXZc79690bJlS0yfPh39+vWz2vb58+fzPG9+vWPFpfZSW5RlGiSI1EwgqBygjcu1gxPxiYiIHIk9YDAuLzFp0iRMnjwZgYGB6NSpE8aNG4eAgABUqFAhz+MUCgWefPJJnDp1ChkZGQ6M+MGs9oAZFDCk3AU0ZsOe6ewBIyIiciQmYDAmUgsXLkR8fDyOHTuGW7duYcyYMYiLi3so7ni0xtokfJ2QYEhJATSV5ZW1tyEMWgdGR0REVLoxAcvF19cXDRo0gJ+fHxYvXoyQkBB07tw5z/oGgwEbNmxA3bp1odFYmVvlRBpvy3i0BgUMycmWPWAQfDA3ERGRA3EOGIBDhw5h//79iIyMREZGBrZt24ZVq1Zhx44dUCqN9wxeunQJw4cPx6BBg1CjRg0kJSXh448/xuHDh7Fp0yYnX4El08O4JQkQAkCuxVgtEjAYJ+J72W9OGhEREd3HBAyASqXCpk2b8PbbbwMAmjVrhn379qFFixamOj4+PvD19cXs2bNx+/ZtqFQqPProo9ixYweioqKcFXqePLw9LMq0QmEcgnQPAJSegD79/k6uiE9EROQwTMAAREZGmpadyEtAQAC2bt3qoIiKT+WhgiRJELl6wHQG4xwwSZIgNJWB1P/uH8ClKIiIiByGc8BclEKhgEqjkk3E1wmFcQgSsJyIn3EVQhgcGCEREVHpxQTMhZmvhq81SDAk5yRgZvPADFpAF+/A6IiIiEovJmAuzHwpCq3h3hwwIO+J+ERERGR3TMBcmIe3B3KvBGZcByz53s4KgGT29XMiPhERkUMwAXNh5qvhaw0SRFo6RHY2JIUKUJeXH8AeMCIiIodgAubCrA1BAjA+jgiwMhGfCRgREZEjMAFzYeaT8HXC+F7czWMemC4RIjvNUeERERGVWkzAXJhpNfx77veAcSI+ERGRMzEBc2Ee3vI5YDqD8b1pKQrPqpYHZVxyRGhERESlGhMwF2YxB0zc6wFLNt4JKbn5AKoA+UHplx0WHxERUWnFBMyFWVuIFcg1BwwANNXkB6WzB4yIiMjemIC5MA8v+QO5dUIBIXINQQKAp1kCpr0Foc9wQHRERESlFxMwF3Z/Ev79XrAsId2fhA9YJmAAe8GIiIjsjAmYC/PwvtcDlms5fK1Buv9AbsB6AsaJ+ERERHbFBMyFmXrAzCbimxZiRV4T8ZmAERER2RMTMBem8dYY35gtRWF6HmQO814wJmBERER2xQTMhVntATMoTMtQmJjfCam9DaFPt3N0REREpRcTMBdmfhckAGiF2RwwAPCsbnkwe8GIiIjshgmYC8uZhC/JhiAV8mUoAOsr4jMBIyIishsmYC7M2hCkTkgwpKZCGAymMuNE/ED5wennHREiERFRqVQiE7DMzExotVpnh/HQszYJP9OgAAwGiLQ0eWWvMPl26lkIIewcIRERUelUIhKwffv24cUXX0TTpk3h7e0NLy8veHp6wsfHB02bNsWkSZOwb98+Z4f50FFpVBZlpgdym88DM0/Asu8Cutv2Co2IiKhUc3PWibOysrBs2TJ88MEHuHjxIgICAvDII49g6NCh8Pf3hxACSUlJuHDhAr7++mt89NFHqFatGl5++WWMHTsW7u7uzgr9oaFQKKDWqKFN1ZvKtOJeAnYnGahU6X5l73DLBlLPAupge4dJRERU6jgtAatRowZ0Oh2GDx+OAQMG4JFHHsm3/l9//YUNGzbgnXfewfz583Hx4kXHBPqQ8/D2gDbt/rMddQZjp6fsgdwA4FEJUGqA3M+BTDsDBLZyRJhERESlitMSsKlTpyI6OhpqtfrBlQE0btwYjRs3xttvv42VK1faOTrXofZUW0zCByyHICVJAeEVCqScuF+Yds4hMRIREZU2TpsDNnbs2AInX7mpVCqMHTvWDhG5Jo23RvYsyMx7PWAWS1EAgFcN+XbmTYjsu5b1iIiIqFhKxCT89PR0BAYG4v3333d2KC7HuBSF/FFEgJVJ+IBlAgYY54ERERGRTZWIBMzT0xNubm7w8vJydiguJ2cx1hzanDlgVhOwEEBSysvSmIARERHZWolIwADgySefxMaNG7n2lI2ZL8aa1xwwAJAUakBjtio+EzAiIiKbc9okfHMDBw7EhAkT0KFDB4wZMwbVq1eHRqOxqPeguyVJzvQ8SEkChDD1gFk8kDuHdxiQfuH+dvplCIMOksJyTTEiIiIqmhKTgLVv3970/sCBAxb7hRCQJAl6vd5iH+XNfDV8bT49YAAAr3AAP97fFtlA+kXAO8J+QRIREZUyJSYB49IS9mEagrwnZxK+SMnj7kbzFfEBIPUMEzAiIiIbKjEJ2PDhw50dgksyTcLP6QHLGYLMowdMcveFUAcB2lyPIeI8MCIiIpsqMZPwyT5yesCkXJPwhQAMKXnMAQMsl6NIOwchDPYKkYiIqNQpMT1gAJCZmYlNmzbhyJEjSE5OhsEg/6UvSRJWrFjhpOgeTrJJ+AAEJGQJCYrkFNO8Ogve4UDib/e39RlAxhXAs5oDIiYiInJ9JSYBu3TpEjp06ICLFy/Cz88PycnJCAgIwJ07d6DX61G2bFl4e3s7O8yHjikBy0UnJKiysyEyMyFZudMU3jUty+6eZAJGRERkIyVmCPKVV15BcnIyDh48iP/++w9CCKxbtw6pqal49913odFosGvXLrud//vvv8cjjzwCtVqNKlWq4K233rJ6x+V3332Hhg0bwsPDAxERESX+5gG1l3wdMADQ5qyGn3TH6jGSuhygKisvvBtrj/CIiIhKpRKTgP3000+YMGECmjZtCoXi3mrtQkCtVuOVV15Bp06dMGnSJLuc++DBg+jTpw/q1KmDbdu24cUXX8T777+P1157TVbvl19+Qd++fdGiRQvs2LEDTz31FEaNGoWNGzfaJS5bMF+GAgB0ORPx79zJ+0Cf2vLttDMQBp2NoyMiIiqdSswQZHp6OqpXrw4AKFOmDCRJQnKuxUJbtGiByZMn2+XcM2bMQGRkJL7++msAQFRUFIQQeP311/HKK68gODgYADBr1iw0a9YMn3zyCQCgQ4cOOHfuHKZPn45+/frZJbbiMl8JH7i/FphIvpP3gT61gYRc67EZsoC0c5aJGRERERVaiekBq1q1Kq5evQoAcHNzQ6VKlXDw4EHT/pMnT8LDw3I+ky0cPXoUXbt2lZVFRUUhKyvLNOyp1WoRExOD/v37y+oNHDgQp06dwsWLF+0SW3GZT8IHci1FkW8PWC3LsrunbBgZERFR6VViesA6duyIrVu34q233gIAREdHY+7cuUhKSoLBYMCqVaswbNgwu5w7MzMTarV8wdKc7VOnjEnHuXPnkJWVhVq15IlJ7drGHqHY2FhTD15uoaGheZ73ypUrqFKlSnFCfyDzdcAAPPhxRAAkNx8Iz6pA+uX7hXdPAnjCHmESERGVKiUmAZsyZQr+/PNPaLVaqNVqTJ06FdevX8fGjRuhVCoxePBgfPDBB3Y5d3h4OA4dOiQry+l9S0xMBAAkJSUBAPz8/GT1/P39ZfVKGtMcsFxMjyPKrwcMALxryxOw9MsQ2WmQ3LxsGCEREVHpU2ISsKpVq6Jq1aqmbQ8PDyxfvhzLly+3+7knTJiAUaNG4cMPP8TTTz+NkydPYtq0aVAqldbXySqE8+fP57kvv94xW9H45ErA7j2QO9M0BJnPYqyAcb7X7dx3ngog9RTg96jtAyUiIipFSswcMHPJyckOe/B2dHQ0Jk2ahMmTJyMwMBCdOnXCuHHjEBAQgAoVKgC439OVbDZsl9MzFhAQ4JBYC0vloTLdVZrDtAzFA3vAwgHJLEdP/teG0REREZVOJSoBO3z4MLp16wZPT08EBgZi//79AID4+Hj06dMH+/bts8t5FQoFFi5ciPj4eBw7dgy3bt3CmDFjEBcXh+bNmwMAwsLC4O7ujthY+XpYOdvmc8NKCkmSLCbiF2QOGABIChXgY7Yoa8pxPpaIiIiomEpMAvbbb7+hdevWOHPmDIYOHSp7DFHZsmWRnJyMZcuW2TUGX19fNGjQAH5+fli8eDFCQkLQuXNnAMZJ+R06dLBY82vdunWoXbu21Qn4JYVpGPJeApZZwAQMAFCmgXw7OwVIv2TL8IiIiEqdEjMHbOrUqahduzYOHjyIu3fvWsz96tChA7788ku7nPvQoUPYv38/IiMjkZGRgW3btmHVqlXYsWMHlEqlqd6bb76J9u3bY8KECRgwYABiYmKwZs0arFu3zi5x2Yr5nZAFHoIE7iVg38jLUv4BvEJsFyAREVEpU2J6wP7880+MGDECarXa6sT3SpUq4ebNm3Y5t0qlwqZNm/DEE09gyJAhuHjxIvbt24eOHTvK6rVu3RrffvstfvnlF0RFRWHNmjVYvny5xdpgJU3OnZA5n6tWFLwHTFKXBTwqygtT/rFtgERERKVMiekBc3d3lw07mrt27ZrdHsYdGRkpW/Q1P71790bv3r3tEoe95DkEeecOhBAPvtOzTH0g8/r97fTLELpESKqSeeMBERFRSVdiesCaN2+e5zMV09LSsHLlSrRr187BUbkGy0n49xKubD1EevqDG/BtYFl254iNoiMiIip9SkwCNnPmTBw+fBg9e/bEjh07AADHjh3D8uXL0bhxY8TFxeHNN990cpQPJ9McsHty7oIECjgPzKsG4F5GXnbnLxtERkREVDqVmASsWbNm2L59O86ePWt65NDLL7+MZ555Bnq9Htu3b0eDBlZ6YuiBLIcg7w85PnAxVgCSpAB8H5EXpp2F0CXZLEYiIqLSpMTMAQOMz4M8ffo0/v77b5w5cwYGgwFhYWFo3LhxsVekL81MjyMym4QPFLAHDAD8HgHi98nLko8C5TparU5ERER5KzEJ2I0bN0yrzkdGRiIyMtK5AbmQvJahAAqRgHlHAG7eQHbq/bI7fzEBIyIiKoISMwRZpUoVdO3aFatWrUJaWpqzw3Ep5j1gWUIBvTAWiYIsxgpAkpSAbyN5YeoZiKyCHU9ERET3lZgE7O2338b169cxfPhwBAcHY+jQodi5c2e+S1NQwZhPwgcKuRhrDr/GZgWCk/GJiIiKoMQkYFOnTsXx48fx119/Ydy4cdi3bx969OiBihUr4sUXX8Thw4edHeJDy9QDBhT6eZAyPjUBNy95WcIBCCGKGyIREVGpUmISsByNGjXC/PnzceXKFezZswc9e/bEypUr0axZM9SpUwfvvPMOLl++7OwwHyqmuyCB+3dC5qyGn3SnwO1Ikhvg30xemHEVyOCzIYmIiAqjxCVgOSRJQps2bdCjRw80b94cQgicOXMGM2bMQGhoKPr3748bN244O8yHgrUhSF3OEGRhesAAILC1ZVnCL0UJi4iIqNQqkQlYTEwMRo8ejeDgYAwYMAA3b97E/PnzcfXqVdy4cQPz5s3D3r178fTTTzs71IeCtSHIzKIMQQKQNFUAz+rywqQ/IAza4oRIRERUqhRpGYrLly/j8uXLaN36fm/IsWPHsGDBAmi1WgwaNAiPP/54odo8duwYVq9ejW+++QbXr19H+fLlMXr0aAwbNgz169eX1Z08eTI8PDwwefLkooRf6sh6wMzngBVmEn6OwDZA+sX72/pMIOkwENiq6EESERGVIkVKwCZOnIjU1FT8+OOPAIBbt26hQ4cO0Ol08PHxwcaNG7FhwwY88cQTBW6zUaNG0Gg0ePzxxzFs2DB06dIFCkXeHXR169ZFixYtihJ+qZO7B0ySJAjcXw2/0EOQAODfBLi2DjDo7pclHGACRkREVEBFGoI8dOgQunTpYtr+6quvkJGRgWPHjuHatWvo1KkT5s+fX6g2P//8c9y6dQurV69GVFRUvskXAHTo0AExMTFFCb/UsTYJP/ddkIW9i1FSaoxJWG5p5yAyrhUrTiIiotKiSAlYYmIigoKCTNvff/892rVrh7CwMCgUCjzxxBOIjY0tVJvR0dHw9vYuSjj0ACoP1f2E1uwuSOj1EKmpeRyZj8A2lmXxTIiJiIgKokgJWLly5XDpknHpgTt37uDgwYOIiooy7c/OzkZ2drZtIqRikyTJ4k5IXVEeR5SbZyigqSwvS/wdIptPMSAiInqQIs0B69y5Mz766COUKVMG+/btg8FgkE26P3nyJKpUqWKrGMkGNN4apKekW9wFCdybB1bI70uSJIhynYDLX94vNOiMc8GCu9kkZiIiIldVpB6wefPmoXbt2pg8eTJ2796N+fPnIyQkBACg1Wqxfv16dOrUyaaBUvHk/0DuIj7P0b+p8QHducXHQAj2fhIREeWnSD1gwcHB+PXXX5GcnAyNRgOVSmXaZzAYsHfvXvaAlTDmD+TWilw9YEUZggQgKVQQZdsBN3+4X6hLBO4ctZykT0RERCbFWojV19dXlnwBgEajQcOGDREQEFCswMi2THdCWhuCLGICBgAo2x6QlPKyuL1Fb4+IiKgUKFIP2N69e3HkyBG88sorprLPP/8cM2bMgFarxeDBgzF//nwolcp8WrHu7t27uHTpEpKSkqwuj9C2bduihFzqmU/C1xZ3Ev49krsfhF9jIOnQ/cK0cxBpZyF51Shyu0RERK6sSAnYjBkzUK1aNdP2v//+i7Fjx6JBgwaoUaMGPvroI5QvXx6vvfZagdtMSEjAc889h02bNkGv11vsF0JAkiSr++jBPLzkq+FrzSfhF0e5zvIEDABufAfUeLF47RIREbmoIiVgp06dwpNPPmnaXrVqFcqUKYMDBw7A09MT48aNw1dffVWoBGzMmDH47rvvMHHiRLRp0wb+/v5FCY3yYL4Ya2auHjBRnCFIAJJXCIR3TSD19P3Cuych0s5B8gorVttERESuqEgJWFpaGsqUKWPa3rlzJ7p16wZPT08AQJMmTfD1118Xqs3du3fjxRdfxHvvvVeUkOgBZA/khvkk/GL2gAFA+ceAs6flZTe2QYRNgiRJ1o8hIiIqpYo0Cb9KlSr4888/AQBnz57F8ePH0bVrV9P+xMREqNXqQrXp6emJ6tWrFyUcKgDzB3LbdAgSgORTE/COkBfePQmk/FPstomIiFxNkRKwIUOG4NNPP0Xv3r0RFRUFf39/9OnTx7T/r7/+QkRERD4tWBo6dCg2b95clHCoAMyHILOEBP29exyKdRdkbuV7W5ZdWweR+6HdREREVLQhyGnTpkGn02H79u2oWrUqvvjiC/j5+QEw9n7t27cPL7zwQr5tHDlyRLbdv39/7N+/H926dcMzzzyDKlWqWL2L8pFHHilKyKVe7iFISZIgYLwT0lMpbJaAST41IXwbAclH7xdq44Dbe4DyPW1yDiIiIlcgCWtrPTiAQqGwmBuUE4q1OUOueBdkaGgoAOD8+fN2P9evm37FwhELjRtZWRA6HWZWuwJ/dz0gSah4/B9IbkXKx2WENh6InQ4Ysu4XKlRAxBRIGi7OS0REDz9b/P4u/m/cIlq5cqWzTl0qmQ9BAkCmUADQA0LAkJwMZWBgsc8jqctCBHUDbn53v9CgA84vgYh4HZK7X7HPQURE9LArcgKWmZmJTZs24ciRI0hOTobBYJDtlyQJK1asyPP44cOHF/XUVATmk/ABs8VYExNtkoABMD6MO/E3QJdwv0yXaEzCwl+BpCjcDRpERESupkgJ2KVLl9ChQwdcvHgRfn5+SE5ORkBAAO7cuQO9Xo+yZcvC29v7wQ3lkp2djfT0dNnyFrmlpKTA09MTbjYYJiuNZMtQWHscUWKizc4lKVQQIeOAM+8be79ypF8CLi6HCBkPSSrWU7CIiIgeakX6LfjKK68gOTkZBw8exH///QchBNatW4fU1FS8++670Gg02LVrV6HanDhxIlq2bJnn/latWuHll18uSrgE60OQutwJWFKSTc8neVYHqo0CYDafL/lv4NpaCJFt0/MRERE9TIqUgP3000+YMGECmjZtCoXC2IQQAmq1Gq+88go6deqESZMmFarNnTt3ol+/fnnu79evH7Zv316UcAmWjyICIFsN35Bo2wQMACS/R4BKVr7TuBjg9FyI9Es2PycREdHDoEgJWHp6umnR1DJlykCSJCTnWsyzRYsW+OWXXwrV5vXr11GpUqU891esWBHXrl0rSrgEsx6we3Ivxqq34RCkTLkuQNl2luUZl4H/3oG4tgFCn2mfcxMREZVQRUrAqlatiqtXrwIA3NzcUKlSJRw8eNC0/+TJk/Dw8MjrcKsCAwNx+vTpPPefOnUqz/lh9GAqD5WptxKA8XmQwj5zwHKTJAmoPAgoU89ypzAAt3cDp6ZDJB2Gk1ZEISIicrgiJWAdO3bE1q1bTdvR0dFYuHAhxowZg1GjRuF///sfHnvssUK12a1bNyxbtgxHjx612HfkyBF8+umn6N69e1HCJRgTIcvHEeUagrTVavhWz60EQiYY7460Nvk+Kwm4uAw4twgi85bd4iAiIiopinRL4ZQpU/Dnn39Cq9VCrVZj6tSpuH79OjZu3AilUonBgwfjgw8+KFSbs2bNws6dO9G0aVP07t0bdevWBQAcP34c3333HYKCgjBr1qyihFsg27Ztw5w5c3Dy5El4e3ujTZs2mDdvnmmxNQBo37499u/fb3HsqVOnUKtWLbvFZisaHw3SU9KNG5Jkt7sgrZEU7kDFJyH8HgUuf2UcgjR39yQQOwMiOAoI7gFJobJrTERERM7itJXwrblx4wamTJmCrVu3IiUlBYBxjtnjjz+Od955BxUrVrTLefft24dOnTph2LBhGDJkCBISEjB9+nTo9Xr8+++/0GiM86fat2+P7OxszJ8/X3Z8ZGRkoYdcAceuhA8ALzz6Aq79Z5xHJ7RaNNckYXCwca0u95o1EbRti0PiEEIPxP0E3NgKGLTWK6kCgcqDIPk2dEhMREREBfVQr4RvTYUKFfDll19CCIG4uDgAQLly5aw+msiW1q5di2rVquHzzz83nSsoKAgdO3bE4cOH0aZNG1NdPz8/NG/e3K7x2Iv5WmBaB8wBs0aSlEBQF2Nv2PUNQNKflpV0CcaFW30bApUGQlKXdVh8RERE9lbkBCwtLQ2bNm3C+fPnkZSUZDGBWpIkfPjhh0VqW5IkBAUFFTW0QsvKyoKPj48s0fP19QUAl5oYnvtOSMl8CPLed2jvZDc3SeUPVH8GIrA1cPUbIPOmZaXkY0DyMQh1MOBZDfCsDnhWBTRVISkt7+wkIiJ6GBQpAdu7dy/69++PO/lM3C5KApaUlIRvvvkm36Quv8cbFVV0dDS++uorLF261DQEOXXqVDRq1AitWrWS1d2/fz+8vLyg1+vRrFkzzJo1C23bts2z7dxzyMxduXIFVao47gHV5pPwc68DJrKzIVJTIfn4OCweUyg+dSBqTjfeEXlru3z1/BzaW8ZX0iFTkVAFAOrygEd5wKOC8b26LODub+xlIyIiKqGKlIA9++yz8PLywrp169CsWTObLA+xa9cu9OvXD2lpaShTpgz8/f0t6tird6ZNmzbYvHkzBg8ejGeffRaAcV7Xzp07oVTe/0Xerl07DBs2DOHh4bh+/Trmz5+Pzp07Y//+/WjRooVdYrMliyFIg/yORENiIhROSMCAe5P0y/eECGgGXF1nXDH/QXSJxtfdk+aNQbj7GeeR5bzc/QG3MoC7L+BeBnArw0n+RETkNEWahO/p6Yl3330Xzz//vM0CqVevHrRaLb799lvUr1/fZu0WxG+//YaePXti5MiR6NWrFxISEjBr1iy4u7vjwIEDpkn45tLS0lC3bl3UqVOnSKv0O3oS/mcvfYZdy+89IspggH/WXcyoftW0v9zaNVA1auSQWB5EJP8DXFsLaOPsdxKlxpiQuZW59/IClJ73/vS+v630Aty8AaUXJEWJmjZJRERO4LRJ+A0aNJCtfG8LZ8+exfvvv+/w5AswPoeyY8eOWLBggamsefPmqFq1KlatWoVnnnnG6nFeXl7o2bMnNm7c6KhQi0X2OCJI0Al5j6I+6Y5D48mP5NsAokxdIPU0kHbe+CDv9EvGNcNsRZ9hfMHK3LM8CIXamJgpPIwJnFIDKD0ARa73So3Ztqe8vuTu0Ll2RERU8hQpAXv33XcxaNAgdOvWDY8++qhNAgkPD8fdu3dt0lZhnTx5En369JGVVa5cGWXLlsW5c+ecEpM9yOeAweoQZEkiSUrAp47xdY/ISjYmYpnXgcwbgPamcfK+Pt0xQRm0gC6PpTMKSlJAKDzuJW5q48vqew9Aqc713rzO/W32zBERPVyK9Ld2u3btsGjRIrRo0QK1a9dGlSpVZHOlAON8rdyr5T/I7Nmz8eyzz2Lw4MGm50w6SrVq1XDkyBFZ2aVLlxAfH59vLGlpafj+++/RpEkTO0doG7LnQUoSsoQEvQCU9zpjSloCZo3k7gv4NjC+7hFCANkpgPb2vXlh8UBWonEpC12CsczaxH5nEQZjwmjDpFFIbmbJmvp+gmY1uVPleqnv/ym5G4+V7u+XrD29oDCxCQHg3ksIAIZ7Oww5NXK9z7OVApbJTlz4Yx64P692iajEc/ct9t9ntlSkBGzTpk0YOnQo9Ho9rl69arXnqrBDLHv37kW5cuVQu3ZtdOnSJc+krqhLW+Rn3LhxmDRpEl544QU89thjSEhIwOzZsxEUFIQBAwYAAA4cOID3338fffv2RfXq1XH9+nUsWLAAN2/exIYNG2wekz3IJuEDpon4nkrjL7+HIQGzRpKke5Prfa3uF0IAhkwgKxnITgayUnL9mXKv/K4xIcpOc1xvmi2JbCA7G0Ca7ZtWuJslaipjwmTIMp5X6AGRBRiyYZFomZIvIiInq/c+4O7n7ChMivwoopo1a2LTpk2IiIiwSSBLliwxvf/++++t1rFXAjZx4kSo1Wp8/PHHWLFiBXx8fNCiRQts2LABgYGBAIyLxOp0OkydOhUJCQnw8vJCy5Yt8cknn6Bp06Y2j8keZEOQgOl5kJ738lxDog3nV5UgkiTdn3+F8g+sL4T+XjKWDujTgOxU45/6tPsJmj7TOH/McG8emT7z/ntDlv0vypEMWfeuyfbJHRFRaVWkBOz69et4//33bZZ8AYDB8KAhCPuRJAnjxo3DuHHj8qxTo0YN7Ny504FR2Z61HrBMoQCgBwAYkh7OHjBbkyQl4OZjfBWBMGQbe9xyJvkb7iVo+kxj8mbINM4l09/705AJ6LV5v2cPEhGRyylSAtakSRNcvmzlYcpUouXVA5ZDHx/v4Ihck6RwAxTexqUrikkIg3F4T2+etJm/z7j/3mKf1pgEmspL0Hw4IqJSqkgJ2OLFi/HYY4/hkUceMc2RopLPag9Y7scRJbAHrKSRJAUg3ZtAbyNCiHtztrT3hhe1xqTM9Gd+7+9tS0pAcgMUbsY/TS8FACnXnxKA3O8leXnuMsuLNy8owNUV4BiLoqK0S0QPHaWnsyOQKVICNmTIEGRnZ2PQoEEYM2YMKleubHXC/LFjxwrV7o4dO/DBBx/gyJEjSE5OtvocRr1eX5SQCWZ3QcL4HWllCViCw58HSY4nSdL9uxyJiMgpipSABQQEIDAwEOHh4TYLZNOmTRgwYADq1q2LgQMH4uOPP8bgwYMhhMDWrVsRHh6Oxx9/3GbnK42s3wVp9jzIlBRIvtbvJiQiIiLbKFICtm/fPhuHAcydOxdNmzbFL7/8gqSkJHz88ccYOXIkOnbsiIsXL6J58+YICQmx+XlLE2tzwDLNFmPVxydAwQSMiIjIrkrMimQnT57EwIEDoVQq4eZmzAuzsoy381evXh0TJkzAu+++68wQH3oqDxUUilxfuSRBK8xWw0/gRHwiIiJ7KzEJmKenJ1Qq45wUPz8/qNVq3Lhxw7Q/ODgYFy5ccFZ4LkGSJLPHEcmHIAHjPDAiIiKyrxKTgNWsWRMnT540bUdGRmLVqlXIzs5GZmYm1qxZg6pVqzoxQtdg/jgiiyFI3glJRERkdyUmAevbty+2bt0Krdb4oONp06Zh37598PPzQ7ly5XDgwAFMmTLFyVE+/Mwn4usU7rJtA9cCIyIisrsiTcK3h8mTJ2Py5Mmm7V69emHfvn349ttvoVQq0bNnT3To0MGJEboG84n4Wnf59sP6PEgiIqKHSaETsMzMTHz66aeIjIxE27ZtbRKEVqvFrl27UL16dTRo0MBU3qZNG7Rp08Ym5yAjix4wpXyBT66GT0REZH+FHoL08PDAa6+9htOnT9ssCJVKhf79++O3336zWZtknUUPmCTPwQ3xnIRPRERkb0WaA1avXj1cvHjRZkFIkoTw8HDEs/fF7sx7wLSQP8HAkMgEjIiIyN6KlIDNmTMHy5Ytw48//mizQKZOnYolS5bYtGeNLJk/jihTL1+GQs8eMCIiIrsr0iT8JUuWICAgAFFRUQgJCUFISAg0GsvnDG7durXAbR48eBCBgYGoV68e2rdvj+rVq1tt88MPPyxKyHSP+RBkZpb8eZsiIwOGjAwozD57IiIisp0iJWD//PMPJElC1apVodfrcfbsWYs6hX2g85IlS0zv9+7da7UOE7Di8/AymwOms3y4uSEhAYrKlR0VEhERUalTpATMlvO/chgMBpu3SZbMhyCzsg3IFoBbrnzZEB8PMAEjIiKymxKzECs5hvkkfEgK6Kw8kJuIiIjsp8gLser1emzYsAExMTG4ffs23n77bdSvXx/JycnYu3cvWrVqheDg4EK3e/z4cWzfvt3Uy1a9enV0794d9evXL2qolIv5HDAojM+D9Mx1MySfB0lERGRfRUrA7ty5g27duuHQoUPw9vZGWloann/+eQCAt7c3Jk6ciGHDhuGdd94pcJtarRZjx47FqlWrIISAQmHslTEYDHj99dcxZMgQLF++3PTAbioaTx9PizKtwh3A/blgTMCIiIjsq0hDkFOmTMGJEyewa9cunD9/HkLcv5NOqVSiX79+2L59e6HafO211/DVV19h/PjxOHXqFDIzM6HVanHq1CmMGzcOX3/9NV599dWihEu5qL3UFmU6H3/ZNlfDJyIisq8iJWBbtmzB888/jy5duli92zEiIqLQE/W//vprPP3001iyZAlq1qwJNzc3KJVK1KxZE//73/8wZMgQfP3110UJl3KxmAMGQOdVRrbN50ESERHZV5ESsOTkZISEhOS5PysrC9nZ2YVqMysrC82bN89zf8uWLQvdJlkyvwsSALQaH9k2hyCJiIjsq0gJWFhYGI4cOZLn/t27d6NOnTqFajMqKgq7du3Kc//OnTvRtWvXQrVJljzLWJkDpvaSbXMIkoiIyL6KlICNHj0an3/+OdatW2ea/yVJErRaLaZNm4adO3di7Nix+baRmJgoe82aNQsXLlzAE088gb179+LSpUu4dOkSfvzxR/Tt2xeXLl3CrFmzihIu5eLl62VRlq6UzwszJHAIkoiIyJ6KdBfkCy+8gBMnTmDQoEHw8/MDAAwePBgJCQnIzs7G2LFjMWrUqHzbKFu2rMX8MSEE/v33X4tHGOUkeXXr1uUwZDEp3ZTw8vVCWnKaqSwd8jtLDcnJEDodJN5xSkREZBdFSsAkScJnn32G4cOHY+PGjThz5gwMBgPCwsIwYMAAtG3b9oFtTJ8+vdCPKyLb8Pb3lidgQmlRRx+fALeKFRwZFhERUalR5IVYAaB169Zo3bp1kY6dMWNGcU5NxeDt741bF2+ZttOzLRNhQ9xtgAkYERGRXfBRRKWQt7+3bDtNa/kcTn0cJ+ITERHZS4F6wEJCQqBQKBAbGwt3d3eEhIQ8cPhQkiScO3fOJkGSbfkEyJedSE3PsqhjiItzVDhERESlToESsHbt2kGSJNPjgXK26eHkHSDvAUtNToekVkNotaYyPRMwIiIiuylQAvbFF1/ku00PF/MesJT4FEj1ykJcu2YqYw8YERGR/XAOWCnkF+wn29Zl6qDzKycr099mAkZERGQvRUrAvvnmG0RHR+e5f8SIEVi/fn1RYyI78y/vb1GW6ukn29bH3XZQNERERKVPkRKwhQsXQq1W57lfo9Fg4cKFhW5Xr9fjyy+/xIABA9CsWTM0a9YMAwYMwFdffQW9Xl+UUMkKawlYiko+L8zAuyCJiIjspkgJ2OnTp9GoUaM89zds2BCxsbGFajM5ORmtWrXCyJEjsXv3bmRlZSErKwt79uzBiBEj0Lp1a6SkpBQl3ALZtm0bmjVrBh8fH1SoUAEDBgzA+fPnLeqtWLECERER8PDwQMOGDfH999/bLSZ78Q+2TMDuKuQP6dYnJEAYLJenICIiouIrUgImhMCdO3fy3J+UlISsLMulDfIzbdo0/PXXX1i8eDHi4uJw5MgRHDlyBLdv38aSJUtw+PBhTJs2rSjhPtC+ffvQt29f1KlTB5s3b8aiRYtw7NgxdO3aFRkZGaZ6a9euxZgxY/DUU09hx44daNGiBfr27YuDBw/aJS578Q3ytShLNpjdj6HXw5CU5KCIiIiIShdJ5DxosRDatWuHO3fu4M8//4TK7HmBWq0WTZo0ga+vLw4cOFDgNitVqoR+/frhww8/tLp/4sSJ2LhxI65fv17YcB9o3Lhx2L17N86dO2daXiMmJgYdO3bEzz//jDZt2gAAatasicaNG2PNmjWmY1u2bAk/Pz9s37690OcNDQ0FAKs9bfY2MmQkUhLu9yh2790Q3f5cI6sTtOVbuNeu7ejQiIiISjRb/P4uUg/YlClTcPz4cXTo0AHfffcdzp8/j/Pnz2Pbtm1o3749Tpw4gSlTphSqzYSEBNSsWTPP/bVq1UJiYmJRwn2grKws+Pj4yNY28/U19hLl5Kfnz5/Hf//9hwEDBsiOHThwIPbu3QttrjW0Hgbm88DupFvOseNq+ERERPZRpASse/fuWLFiBY4fP47HH38c4eHhCA8Px+OPP46TJ0/is88+Q8+ePQvVZo0aNbBt27Y892/btg1hYWFFCfeBoqOjcfLkSSxduhTJyck4f/48pk6dikaNGqFVq1YAYJrTVqtWLdmxtWvXhk6nw4ULF+wSm72YL0WRcldnUYeLsRIREdlHkR/GHR0djSeeeAJ79uwxPXIoLCwMXbt2hY+PzwOOtjRhwgQ899xz6NGjByZNmoSIiAgAxgn/H330Efbs2YMlS5YUNdx8tWnTBps3b8bgwYPx7LPPAgAiIyOxc+dOKJVKAMZ5bQDg5+cnO9bf39iTlFfvXE43pTVXrlxBlSpViht+kZj3gCUlpgJKJZDrblMDl6IgIiKyiyInYABQpkwZPPnkkzYJZMKECbh9+zbmzZuHXbt2yfa5u7tj+vTpGD9+vE3OZe63337D008/jTFjxqBXr15ISEjArFmz0LNnTxw4cAAajebBjTxkLIYgb96BMiRA1uvFxViJiIjso1gJGADcvXsXycnJMFhZsqBq1aqFamvGjBl47rnn8OOPP+LSpUsAgGrVqqFz584oW7ZscUPN08SJE9GxY0csWLDAVNa8eXNUrVoVq1atwjPPPGPq6UpOTkb58uVN9XJ6xgICAqy2nd8Evfx6x+zNPAFLv5uOLP9AKHIlYIb4BEeHRUREVCoUOQH7+OOP8cEHH+SbYBRm8dSff/4ZtWvXRrly5TBw4ECL/fHx8Th58iTatm1bpHjzc/LkSfTp00dWVrlyZZQtW9Y0vJoz9ys2NlZ2s0BsbCxUKpVTk6miKFvZMqGNU/kjONc2V8MnIiKyjyJNwv/kk0/w7LPPokaNGpg9ezaEEJg0aRKmTJmC8uXLo2HDhlixYkWh2uzQoQP27NmT5/69e/eiQ4cORQn3gapVq4YjR47Iyi5duoT4+HhUr14dgLG3KiIiAhs2bJDVW7duHTp16mSxHEdJV6WO5dyz63r5UCsfyE1ERGQfReoBW7x4MaKiorBjxw4kJCRg2rRp6NmzJzp27IhXX30Vjz76KBISCjd89aDlyLRarWlCvK2NGzcOkyZNwgsvvIDHHnsMCQkJmD17NoKCgmTLTsyYMQNDhgxBWFgYOnTogHXr1uGPP/7Azz//bJe47Cm4ejDUGjW0GfeXz7iWKiH38w30cfEQQsiW5yAiIqLiK1ICdu7cOdPdgu7u7gAAnc64jIGvry9Gjx6NpUuX4uWXX863ncuXL+PixYum7djYWKvJzJ07d7Bs2TJUq1atKOE+0MSJE6FWq/Hxxx9jxYoV8PHxQYsWLbBhwwYEBgaa6g0aNAjp6emYN28e5s2bh5o1a2Lz5s1o0aKFXeKyJ4VCgSp1quDsX2dNZdeT5E8vEJmZEKmpkIpwVysRERHlrUgJmK+vL7KzswEY74T09PTElStXTPt9fHxw8+bNB7azcuVKzJw5E5IkQZIkzJkzB3PmzLGoJ4SAUqnEsmXLihLuA0mShHHjxmHcuHEPrDtq1CiMGjXKLnE4WrV61WQJ2JUbdwGzXEt/Ow4KJmBEREQ2VaQErF69ejh27Jhpu3nz5vj444/Ro0cPGAwGLFu2zLSOV34GDBiAevXqQQiBAQMGYOLEiabH/uSQJAleXl6IjIxEcHBwHi1RUVSvV122nZKSiRSNAmXc7t/RaoiPA8IerhsMiIiISroiJWBDhw7FJ598Aq1WC7VajZkzZ6Jz586mZSfc3d2xadOmB7ZTu3Zt1L73rMGVK1eiXbt2pknvZH8WE/ElCdd1KpRxyzQV8XFEREREtlekBGzEiBEYMWKEabtVq1Y4ceIEvvvuOyiVSnTt2rVAPWC5DR8+vCihUDFUq2s2p06ScF2rQi3P+wkY74QkIiKyvWIvxJojNDQUL7zwgq2aIwfwCfBBQIUAJN64/xilG/AGkGLa1t/mWmBERES2VqR1wMh1VK0rf1rB9WwP2TYfyE1ERGR7BUrAFAoFlEploV5ubjbrXCM7qlZPPgx5M0OCPteSbAbOASMiIrK5AmVJ06dP52KcLsp8HliWQUJ8ljuCVcY1wfg4IiIiItsrUAI2Y8YMO4dBzmI+BClJEq5p7ydghltMwIiIiGztoZgDptfrcfnyZVy+fNnZobicShGVoHTL9YgnScIN3f3nWhpSU2HIyHBCZERERK6rUBO1rly5AoVCgUqVKgEAMjMzsXTpUot6lStXlj1DsbjOnj2L2rVrQ6FQmFbgJ9twV7mjUkQlXD55L7lVSLimkz9Y3HDzJhQhIU6IjoiIyDUVOAH7999/0ahRIyxatAjPPfccACAtLQ2TJ0+GJEmyh2krlUrUrl0b9evXt0mQvr6+GDZsGOeh2UnVulXvJ2CSAte18gRMf+sW3JiAERER2UyBhyBzHoY9YcIEi31ff/01Lly4gAsXLuDcuXOoWLGiTZ/bWL58eXzxxRdYuXKlzdqk+2QT8SUJidluyDTcT3b1t245ISoiIiLXVeAesJiYGDzxxBNQKCxztuDgYFSrdv+X+ODBg7Ft2zbbREh2J1uK4l4v4w2tCiEaLQBAf5MJGBERkS0VOAG7ePEiatWqJT/YzQ0NGzaEj4+PrDwkJASXLl3Kt72iTqjPed4k2U7VOmafqWScB2ZKwNgDRkREZFOFmoRvMBhk276+vjh69KhFPfM5YdZUr169SHO69Hp9oY+h/AVWCoSXrxfSktOMBZKEGzp3034mYERERLZV4ASscuXKOHbsWIHqHjt2DJUrV863zueff85J9SWEJEmoVq8aTv56MqdANhGfCRgREZFtFTgB69KlC1avXo3p06cjKCgoz3q3b9/G6tWrMWTIkHzbi46OLnCQZH9V61a9n4ApFLimU0EI45QwLsZKRERkWwW+C3Ly5MnIyspCp06dcPjwYat1Dh8+jM6dOyMrKwsvv/xysQJLTk7mcKMD5b4TUpIkZBoUuJNtXKBVHx8PwfXXiIiIbKbACVj16tWxdu1aXLx4Ec2aNUPNmjXx5JNPYvjw4XjyySdRs2ZNNGvWDOfPn8eaNWsQUoR1ow4fPoxu3brB09MTgYGB2L9/PwAgPj4effr0wb59+wrdJhWM7JFE94aGr+csyGowwBAX54SoiIiIXFOhHkXUq1cvHDt2DKNHj0ZaWho2b96MVatWYfPmzUhNTcWoUaPw999/o3fv3oUO5LfffkPr1q1x5swZDB06VDbhv2zZskhOTrbp2mIkJ7sT8l4Cdi33PLDbHIYkIiKylULdBQkAoaGhpkTo7t27SElJgY+PD8qUKVOsQKZOnYratWvj4MGDuHv3LpYvXy7b36FDB3z55ZfFOgflTeOtQVC1INy+dBu4t9bbgWQf1PdKRwV1FifiExER2VCxHsbt4+ODSpUqFTv5AoA///wTI0aMgFqttnp3ZKVKlXDz5s1in4fyFtEkwvjm3uefrHfDomsVcCFDzcVYiYiIbKhYCZgtubu7W6wzltu1a9fg7e3twIhKn74v94XSTSkryzAosOR6MP4+cMpJUREREbmeEpOANW/eHBs3brS6Ly0tDStXrkS7du0cHFXpUq1uNUxZNwVqjdo0DAkAWUKBj1b9iwPrDzgxOiIiItdRYhKwmTNn4vDhw+jZsyd27NgBwLig6/Lly9G4cWPExcXhzTffdHKUrq9Rl0Z4c9ub8FTLfzT0egM+HP0htn+y3UmRERERuQ5JPOiZQQ70008/Yfz48Thz5oysPCwsDMuXL3e5HrDQ0FAAwPnz550ciaXj41/DByuOIFl/7z4NSYLk6QkA6PdqPzw17Sk+yYCIiEolW/z+LvRdkPYghMDdu3fRsmVLnD59Gn///TfOnDkDg8GAsLAwNG7cmL/sHaxaw1BMqvwDll4vj7gsdyBXnr7xvY1IiU/BqAWjoFQq82mFiIiIrCkRQ5A6nQ4BAQH46KOPAACRkZHo378/nnrqKTz66KNMvpxAWakSAt31mFTpBiqrtcbCXEnY7s9344PhH0CXqXNShERERA+vEpGAqdVqlC9fHmq12tmh0D3KChUAAD5uBkysdBPhmgzA7C7VP7b9gdl9ZyMtOc0ZIRIRET20SkQCBhgfzv3VV19Bp2OPSkmgrFjR9N5DITCuwm082qSqRb2Tv57Em1FvIv5avCPDIyIieqiViDlgAFC/fn1s2bIFdevWRXR0NKpXrw6NRmNR74knnnBCdKWPMjgIcFMC2cYHorsrBMb3q4lvGtTGj1/8KKt7+eRlvNHlDUz7dhqq1KrijHCJiIgeKiXmLkiF4sGdcZIkQa/XOyAaxyjJd0ECwM2OnaC/dt207dm/H/xmvY0N8zZg/dz1FvW9/bwxZf0U1Gpey5FhEhEROZTL3AUJADExMc4OgcwoK1aUJWD6a9cgSRIGvD4A/uX98dmLn8meXpB6JxVv934bk1ZOQtOeTZ0RMhER0UOhxCRgrrbGlytwq1gRuWfk6a/fML3vMqILfIN8sWjEItmdkLpMHeYPmY8xi8agS3QXB0ZLRET08Cgxk/Cp5Mk9ER8A9DduIPeIddOeTTF923R4+8mf0WkwGLBs4jKsn7ceJWSEm4iIqERhAkZ5Mk/AhFYLQ2KirKxW81p4e9fbCKwUaHH8+nfW47MXP3OpeXtERES2wAQMQPv27SFJktXX2rVr860TGxvr5OjtxzwBAwD99esWZVVrV8WcH+egSm3LOyB3f74bC55eAG2G1i4xEhERPYyYgAFYunQpfv/9d9nrqaeegpubGzp37myq16pVK4t61atXd17gdmY1Abt2zWrdspXKYtauWajdsrbFvkPfH8KsPrNwN+muzWMkIiJ6GJWYSfjOVKdOHYuyQ4cOoWvXrihbtqypzM/PD82bN3dkaE7lVqG8RVn2VesJGGBchuKNzW/go9Ef4Y/v/pDtiz0Yi+lR0zHt22koW7lsHi0QERGVDiW+BywuLs7hE7l/++03XLhwAUOGDHHoeUsaSaOBMjhYVqa/fDnfY9QaNV766iVEjY6y2Hcl9gqmdZ6Gyyfzb4OIiMjVlcgELDU1FdHR0dBoNChfvjw8PDwwePBgJCQkOOT8a9asgZeXF/r06SMr379/P7y8vODh4YF27drh559/dkg8zuRWTf74oexLD06elEolRi8YjUFvDrLYl3A9AW9GvYmTv560WYxEREQPmxKZgI0fPx4XLlzAjh07cOrUKaxbtw4HDx7E6NGj7X7u7OxsrF+/Hr1794aXl5epvF27dvjwww+xc+dOfPnll0hPT0fnzp3x+++/59teaGhonq8rV67Y+3KKTVnVPAG7VKDjJEnCk688ifFLxkOhlP+YpSWnYdbjs3Bw20GbxUlERPQwceocsLVr12LgwIEW5TExMdi2bRseeeQRAEBERASuX7+OqVOn2j2mPXv2IC4uDoMHD5aVz5w5U7bdq1cv1K1bF7NmzcL27dvtHpezuJklYPqbNyEyMyF5eBTo+E7DOsE3yBcLhy+U3QmZpc3CgqcXYPSC0VaHK4mIiFyZU3vAJk+ejDZt2uDo0aOy8oiICKxatQpZWVkAgDt37uDbb79FeHi43WNas2YNAgMDERWVf1Lg5eWFnj174q+//sq33vnz5/N8ValS8h9cbT4ECSHynYhvzaPdHsVb378Fb3/5gq1CCHz20mfY+N7G4oZJRET0UHFqAnb69Gm0bt0arVu3xpgxYxAXFwcAWLJkCbZt2wY/Pz9UrlwZwcHBOH36NJYtW2bXeDIyMrBlyxb0798f7u7udj3Xw0JZtZpFWfYDJuJbE9EkAnP2zEG5KuUs9q2dvRbr53LVfCIiKj2cmoB5eXlh7ty5+OeffxAXF4fw8HDMnz8fEREROH36NHbu3IkPPvgAu3fvxrlz50xDkvaybds2pKamWgw/WpOWlobvv/8eTZo0sWtMzmbRAwZAf7lg88DMVYqohDk/zkG1epZJ3fq567FuzjomYUREVCqUiEn4YWFh2LJlCzZs2IAvvvgCderUwY4dO9CmTRsMGDAA7dq1g0qlsnsca9asQdWqVdG6dWtZ+YEDB9C7d2+sXLkSMTExWL16Ndq0aYObN29i+vTpdo/LmRReXlCUlT9mKOvsuSK3F1AhALN2zkLtFpYLtm58byPWzFzDJIyIiFxeiUjAcnTp0gXHjh3Dc889h+joaHTt2hWnTp1yyLmTkpKwc+dODBw4EJIkyfZVqFABOp0OU6dORVRUFJ577jlUqFABBw4cQNOmTR0SnzO5R0TItrOK+Z14lvHEtG+noW7ruhb7Nn+wGV9P/5pJGBERuTSnJmDZ2dl499130apVKzRq1Ajjxo3D7du3MXHiRJw+fRphYWF45JFHMHHiRCQlJdk1Fn9/f2i1Wrz77rsW+2rUqIGdO3fixo0b0Ol0SEpKwg8//FAqki8AcK9VS7ad/d8ZiOzsYrXp4eWB1ze+jvrt6lvs2/rhVnz1xldMwoiIyGU5NQF75ZVXMHfuXHTt2hUjR47EL7/8gm7dusFgMKBs2bL4+OOPcfDgQfz7778IDw/H0qVLnRluqeVeWz5cKHQ6ZF+4UOx2PTw9MGX9FDTo0MBi33eLv8P6ueuLfQ4iIqKSyKkJ2Jo1azBt2jS89dZbeP755/HNN9/g+PHjOHHihKlOw4YNERMTg48//hjvv/++E6Mtvdxr17IoyzoVa5O21Ro1Xlv7GiI7RVrs2zBvA7Z9tM0m5yEiIipJnJqAubu7Iz093bSdnp4OIYTVJSD69+/vsPlgJOcWEgLJ7CaI4s4Dy02tUePVb15Foy6NLPZ99cZX2LV8l83ORUREVBI4dSX8MWPGYO7cubhy5Qr8/f2xZs0atGnTBrVqWfa4AIBHAVdfJ9uS3NzgFhGOrOP3eyZtmYABgMpDhclfT8Y7/d7BiQMnZPs+e+kzeHh7oN3AdjY9JxERkbM4tQfsrbfewvLly5GWloYzZ85gwoQJ+OGHH5wZEuXBfB5Y1qlYm0+SV2vUmLJuCsIftXziwf/G/Q+Hvj9k0/MRERE5iyR4q5nThIaGAjA+rqikS129Bslvz5KVld/3E5QVKtj+XHdSMaPnDFz896KsXOWhwvTvpqNWM+s9pERERI5gi9/fJWodMCq5zHvAACAr1jYT8c15+3njzS1vomJ4RVm5LlOHeQPm4dqZwj2LkoiIqKRxWgJWp04dfPXVV9DpdAU+RqvVYuXKlahTp44dIyNr3GtGAGYL1NrqTkhrfMv5Yvq26ShbuaysPDUpFXP6zkHSLfuuC0dERGRPTkvAoqOj8dJLLyE4OBjDhw/HqlWrcOLECdldkWlpaTh+/Di++OILDB06FEFBQXj11VcRHR3trLBLLYWXF9yqyp8Lac8EDADKViqLad9Og5evl6z89uXbmNtvLjJSM+x6fiIiIntx6hywu3fvYsWKFfjiiy/wzz//mB4B5OZmvDkz+95q60II1KtXDyNHjsTIkSNRpkwZZ4VsUw/THDAASHzhRWTs3GnaVlauhPJ7f7T7eU/+dhKz+sxCljZLVh7ZKRJT1k+Bm7tTb+YlIqJSxha/v0vMJPyLFy/it99+Q2xsLBISEgAAgYGBqFWrFlq0aIGQkBAnR2h7D1sCdveTZUhZuEhWVuHgb1D4+9v93L9v+R0fDP/A4s7Lbs90w+j5owvdXpYuC3du3UFyXDJS4lOQEp+CzLRMaNO1xleG8U99lh4GvQEGvQF6vfG9MAhTmUFvgMFgsGjf6v9W1ory+N+voMcTERWHZxlPvPTlS84O46Fji9/fJabroHr16qhevbqzw6B8uNe3fG6j7sRJeLRuZfdzt3i8BYbPHY4vpnwhK9/56U5UqVUFUaOj8jw2LTkNsQdjceq3U7h0/BJunL2B25duW02ciIhKE58AH2eHUGqVmASMSj5VvboWZVnH/3VIAgYAvSb0QvyVeHz/v+9l5SteWYGK4RVlD/bWZmjxy4Zf8MvGX3Di5xNMtoiIqERhAkYFpvD1hVvVqsi+fNlUpvv3uENjeHr207h+9jqO7DpiKjPoDVjw9ALM3TcXZSuVxfdLv8d3i79DSnyKQ2MjIiIqKCZgVCju9evJErDcjydyBKVSiUmfT8K0TtNwJfaKqTz1Tiqej3wegRUDkXA9ocjtS5IElUYFtacaKg8V3NXuUCgVppdSqYSkkGRlCoUCkCzbsda2vMD6+QsSIxGRLXiW8XR2CKUWEzAqFFW9esj4YbtpW3/zJvRxcVCWK+ewGDx9PDFl/RRMaT8FdxPvyvbll3wpFApUq1cNVWpXQYUaFVA+tDz8gvzgW84XZcqWgcZHA5WHigkOERHZHRMwKhT3+vUsyrKOH4eyQweHxhFcPRiTv56Mt3u/DX22Ps96ao0aLZ9oieaPN0ftlrXh6cN/7RERkfMxAaNCca9Tx7gifq5lEnTHT8DDwQkYANRtXRejF4zGsheWWexzc3dD7xd647HnHuNdPkREVOIwAaNCUXh5wS0sFNlnz5nKshw8ET+3LiO64Pzf57Fn5R5TWWjDUDy37DlUrVM1nyOJiIichwkYFZqqbj1ZAqY7/i+EEE6bOzX6g9GoUKMCTv16CnXb1EXUmCi4q9ydEgsREVFBMAGjQnNvUB/YutW0bUhIhP7GTbhVrOCUeJRKJXo/3xu9n+/tlPMTEREVltMexk0Pr7wWZCUiIqKCYQJGheZesybgppSVOXo9MCIioocZEzAqNEmjgXt4hKxM9y97wIiIiAqKCRgVibvZMGTW8RMQuZamICIiorwxAaMiUZktyGpISYH+ypU8ahMREVFuTMCoSNzr1bco0/3DYUgiIqKCYAJGReIeEQ5JrZaV6f7+2znBEBERPWSYgFGRSO7uFvPAdEePOikaIiKihwsTMCoyVWSkbDsrNhYiI8M5wRARET1EmIBRkZknYMjWQ8f1wIiIiB6ICRgVmapRpEUZ54ERERE9GBMwKjJluXJQVqooK+M8MCIiogdjAkbFomrUSLat+/tvLshKRET0AEzAqFjMEzBDQiL0V686KRoiIqKHAxMwKhaLifgAdEf/dngcREREDxMmYADat28PSZKsvtauXWuqt2LFCkRERMDDwwMNGzbE999/78SoSwb3mhGQPDxkZZwHRkRElD8mYACWLl2K33//XfZ66qmn4Obmhs6dOwMA1q5dizFjxuCpp57Cjh070KJFC/Tt2xcHDx50cvTOJbm7Q9VA/lgi3glJRESUP0lwxrRVoaGhqF27Nn744QcAQM2aNdG4cWOsWbPGVKdly5bw8/PD9u3bi3wOADh//nzxA3ai5AUfIPXTz+4XKJWo8NefUGg0zguKiIjITmzx+5s9YFb89ttvuHDhAoYMGQLA+AH/999/GDBggKzewIEDsXfvXmi1WmeEWWJYzAPT65HFXjAiIqI8uTk7gJJozZo18PLyQp8+fQAAsbGxAIBatWrJ6tWuXRs6nQ4XLlyw2JcjJ0u25sqVK6hSpYqNonYeawuyav88DHWLFo4PhoiI6CHAHjAz2dnZWL9+PXr37g0vLy8AQFJSEgDAz89PVtff3x8AkJiY6NAYSxplQADcwmvIyrSHDjkpGiIiopKPPWBm9uzZg7i4OAwePNgm7eU3Ppxf79jDRt20KbLPnDVtZ/19DCIjAxLngREREVlgD5iZNWvWIDAwEFFRUaaynJ6u5ORkWd2cnrGAgADHBVhCqZs8KtsWWVnQ/fOPk6IhIiIq2ZiA5ZKRkYEtW7agf//+cHd3N5XnzO/KmQuWIzY2FiqVyqV6sopK1bSpRZn20J9OiISIiKjkYwKWy7Zt25Cammox/BgaGoqIiAhs2LBBVr5u3Tp06tQJKpXKkWGWSMrAQLjVCJOV6TgPjIiIyCrOActlzZo1qFq1Klq3bm2xb8aMGRgyZAjCwsLQoUMHrFu3Dn/88Qd+/vlnJ0RaMqmbNEH22XOmbd3RvzkPjIiIyAr2gN2TlJSEnTt3YuDAgZAkyWL/oEGD8Nlnn2HNmjWIiorCr7/+is2bN6MFl1owUTeTD0OKrCxo/+QwJBERkTmuhO9ErrISfg7DnTu40aIVYDCYyryGPQ2/aVOdGBUREZFtcSV8KlEUfn5Q1Zc/F1L7yy9OioaIiKjkYgJGNqVuI58/l33+ArKvXXdSNERERCUTEzCyKY/WrSzKtL8ccEIkREREJRcTMLIp9/r1oShTRlam/eVXJ0VDRERUMjEBI5uS3NygbtlSVpb5228QWVlOioiIiKjkYQJGNmc+D0ykpkF3jI8lIiIiysEEjGzOo1VLizLeDUlERHQfEzCyOWWFCnALryEryzzAifhEREQ5mICRXXiYPc4p68RJ6BOTnBQNERFRycIEjOxC3aaNvEAIaH/l3ZBEREQAEzCyE3XjRyB5eMjKMvftc04wREREJQwTMLILycMD6ubNZWXa/T9zOQoiIiIwASM78ujYXrZtuHsXuiNHnBMMERFRCcIEjOzGo317i7LMn2IcHwgREVEJwwSM7EYZHAz3+vVkZZl7f4IQwkkRERERlQxMwMiuPDp0kG1nX7mC7HPnnRQNERFRycAEjOxK07GDRVlmDIchiYiodGMCRnblVqsWlBUqyMoyf/rJSdEQERGVDEzAyK4kSYKHWS+Y7u9j0CcmOikiIiIi52MCRnZnPg8MBgO0+/c7JxgiIqISgAkY2Z26aRNInp6yssyf9jknGCIiohKACRjZnaRWw8Ps2ZCZv/wCodU6KSIiIiLnYgJGDmG+Kr5IT4f20J/OCYaIiMjJmICRQ6jbtgMU8h+3jJ07nRQNERGRczEBI4dQBvhD1fgRWVnGzp0wpKU5KSIiIiLnYQJGDuP52GOybZGahrQ13zgpGiIiIudhAkYOo+nRHZK3l6wsdeVKiIwMJ0VERETkHEzAyGEUPj7wfvppWZkhIRFp36x1UkRERETOwQSMHMp7+DCLNcFSPlgI7cGDToqIiIjI8dycHQCVLgp/f3gNHoTU5StMZSIrC/HDR0AZHAyFvz8Ufn73Xr73t/39cpUbX5KPDyQF/w1BREQPHyZg5HA+Y59B5q5dyL5yVVauv3UL+lu3Ct6QQgHJUwOFlzckL09Inp7333t5QeHpdf+9lxcktRqShwegVpveS2rVvT/V8ldOPSZ4RERkB0zAyOEUZcogcPlniBs4GIakpKI3ZDBApKZBn2q/pSwkd3dIajWgUkFydwfclJDc7713d4Pk5g6o3I1/ursZ67uZ7XN3B9zu7cv1Hm5ukJRKQKk0JpNuSkChhOTmBigVgNLNmACaypWA0s2s7r3jlW6QFBLg5iYvz/XedC6lEpIkAZJkOjcUCmMZERE5BBMwcgq36tUR+NkyJI5/Fvq4OGeHkyeRlQWRleXsMBxHoTAmfTkvSQIUEiTF/UQNCgmSpLifvOXUMZVJ9xK6e/WVOXXMynJv5xyjUABSrm2l8v62JH+ZkkhJAUgwneP+PrNyIFcclu09cF/OeRX32sX9890vl+6dU5F3vArJeKx5vDnXmLtd4P75ZNebO17Iz5XTNnKV57zP+cP8uoD7x+Uqy7Ou+XnulVnGgjzjyreulfZl9c3rml1HgetKEiTZCfKva/quiGyACRg5jap+fQTt2oHMvT8h+9IlGO7cgSEpyfhnrpdIS3d2qKWHwQBhMFgUCyeEQlTiyRI1wJTOWU0MIatrSnLNE1+LRLCAdWXnuP/+fsKYT2Keq775fqkgxxXh2LKrVxn/gVWKMQEjp1J4ecGz92P51hE6nUVSZki6A0NyMkR6OgxpaRBpaRBp6RDpafe20yHS0mBIv/c+M9NBV0REpYYQxlfOZlGasF009JBhAkYlnqRSQRkUBGVQUJHbEHo9hE4HZGZCZGZC6HTyPzO1EFqtMVEz7dPe35edDeQMR2ZnG4/LzgaysiGydMY/s3P2ZRnLsvX39mVBmN5nG9vIyjL2NOn1NvykiIgeEhzKZQKW25dffolFixbh1KlT8Pb2RpMmTfDtt99Co9EgOjoaX375pcUxO3bsQLdu3ZwQLRWGpFRC0mgAjcbZocgIIQCDwZi45SRkOe+zswG93vRe6A2A/l6Z3gAY7tXN1gMG/b0/jXVMdbPvHa/PBvQGY9IoDIBBQOj1xn+9GwzystzbBoNx22AARK7te8eKXPssyvTGduR1zMoMwhh77joGAWHQ59pvMG7n9DYIYew2yHlvMEAg1z6DkO0DxL3POVdvRc65hIAQhvtt5iq3ug/I9ZkJ43lzn4+IqICYgN0zZ84cvPvuu5g6dSpatGiB+Ph47N27F/pcPRShoaFYvXq17LjatWs7OlRyIZIk3b8z0dnBULEJYZb8yZJGYRxuMt+Xk8wJGBNfK8eLnIQTlu0KWQKYKxE0OzdMTeTab3xjUc/ivLJjHlD3/ochj8us7P7prZzfPCbT4eaxQH4OWZnZ95FnXdyLxyyJzjOuXPXzqmc6Rx51rcVvdm6RV7t51c2rfWvHCdN/8j/e7DOSfTd5fR/5HZv7Z4E9YEzAAOD06dOYMWMGtm3bhu7du5vKn3zySVk9jUaD5s2bOzo8InpISLknGluZYMxfOUSUg6tMAli5ciVCQkJkyRcRERGRvTABA3Dw4EHUr18fs2fPRlBQEFQqFVq1aoU//vhDVu/s2bPw9fWFSqVC48aNsWXLlge2HRoamufrypUrdroiIiIiKsmYgAG4efMmdu/eja+++gpLly7Fli1bIEkSunbtitu3bwMAGjVqhAULFmDr1q1Yv349ypYti759+2Ljxo1Ojp6IiIgeNpIQuWfOlU4RERE4c+YMjh07hgYNGgAAEhMTUb16dUyaNAlvv/22xTEGgwEtW7ZESkoKTp48WaTzhoaGAgDOnz9f9OCJiIjIoWzx+5s9YAD8/f0RGBhoSr4AICAgAI0aNcKJEyesHqNQKPDkk0/i1KlTyMjIcFSoRERE5AKYgAGoW7dunvsyuYI6ERER2RgTMAC9evVCQkIC/v77b1NZQkICjhw5gsaNG1s9xmAwYMOGDahbty40JWxxTyIiIirZuA4YgMcffxxNmjRBv379MGfOHGg0GsydOxdqtRoTJkzApUuXMHz4cAwaNAg1atRAUlISPv74Yxw+fBibNm1ydvhERET0kGECBuN8ru3bt+PFF1/E2LFjodPp0KZNG/z8888oX748EhMT4evri9mzZ+P27dtQqVR49NFHsWPHDkRFRTk7fCIiInrI8C5IJ+JdkERERA8f3gVJRERE9BBiAkZERETkYByCdCKNRoPs7GxUqVLF2aEQERFRAV25cgVubm7FWgeUk/CdSK1W263tnOdMunpyx+t0PaXlWnmdroXX6VoedJ1ubm7F/h3OHjAXVVom+PM6XU9puVZep2vhdboWR1wn54ARERERORgTMCIiIiIHYwJGRERE5GBMwIiIiIgcjAkYERERkYMxASMiIiJyMC5DQURERORg7AEjIiIicjAmYEREREQOxgSMiIiIyMGYgBERERE5GBMwIiIiIgdjAuZiYmNj0aVLF3h5eaF8+fJ49dVXodPpnB1WgZ09exbjxo1DZGQk3NzcUK9ePav1VqxYgYiICHh4eKBhw4b4/vvvLeokJydj1KhRCAgIgI+PD/r164cbN27Y+xIKZMOGDejTpw8qV64MLy8vREZG4vPPP4f5TckP+3Vu374d7dq1Q7ly5aBWqxEaGoqXXnoJycnJsnrfffcdGjZsCA8PD0RERGDlypUWbel0OrzyyisoX748vLy80KVLF5w+fdpRl1IoqampqFy5MiRJwuHDh2X7Hvbv9IsvvoAkSRavKVOmyOo97NeZ48svv0SjRo3g4eGBsmXLonv37sjIyDDtf9h/dtu3b2/1+5QkCWvXrjXVc4Xvc9u2bWjWrBl8fHxQoUIFDBgwwOrDth12rYJcRmJioqhQoYJo27at2Llzp1ixYoXw9fUVzz77rLNDK7AtW7aIypUriyeffFLUr19f1K1b16LON998IyRJEm+88Yb46aefxNixY4Wbm5v4/fffZfWioqJE5cqVxbp168TWrVtFvXr1RMOGDUVWVpajLidPzZs3FwMHDhRr164Ve/fuFVOmTBEKhULMmDHDVMcVrnPVqlXilVdeERs3bhQxMTFi8eLFIjAwUHTp0sVU58CBA0KpVIqxY8eKn376SbzxxhtCkiSxYcMGWVtjx44Vvr6+YsWKFWLnzp2iTZs2olKlSuLOnTuOvqwHevXVV0VwcLAAIP78809TuSt8pytXrhQAxM6dO8Xvv/9uel2+fNlUxxWuUwghZs+eLXx8fMTcuXPFvn37xMaNG8X48ePF3bt3hRCu8bN74sQJ2ff4+++/i6eeekq4ubmJuLg4IYRrfJ8xMTFCoVCI6OhosWfPHrF27VoREREhwsLCRHp6uqmeI6+VCZgLeeedd4SXl5dISEgwlS1btkwolUpx7do1J0ZWcHq93vR++PDhVhOwiIgIMWjQIFlZixYtRPfu3U3bv/32mwAgdu3aZSqLjY0VkiSJdevW2SHywsn5iy23MWPGiDJlypg+A1e4Tms+/fRTAcD0M9m1a1fRsmVLWZ1BgwaJ2rVrm7avXLkilEqlWLZsmaksISFBeHl5iXfffdcxgRfQqVOnhJeXl/jkk08sEjBX+E5zEjBrP8M5XOE6Y2NjhZubm9i+fXuedVztZzdHSEiI6NGjh2nbFb7PsWPHipCQEGEwGExlP/30kwAgfv75Z1OZI6+VQ5AuZMeOHejcuTMCAgJMZQMGDIDBYMDu3budGFnBKRT5/0ieP38e//33HwYMGCArHzhwIPbu3QutVgvA+Fn4+fmhS5cupjo1a9ZEZGQktm/fbvvAC6ls2bIWZY0aNUJKSgrS0tJc5jqtCQwMBGAcltFqtYiJiUH//v1ldQYOHIhTp07h4sWLAIDdu3fDYDDI6gUEBKBr164l7jqff/55jBs3DjVr1pSVu/J3mpurXOfKlSsREhKC7t27W93vij+7APDbb7/hwoULGDJkCADX+T6zsrLg4+MDSZJMZb6+vgBgmvrh6GtlAuZCYmNjUatWLVmZn58fKlSogNjYWCdFZVs512F+nbVr14ZOp8OFCxdM9WrWrCn7ny2nXkn9LH755RdUqlQJPj4+Lneder0emZmZOHLkCN5++2307t0b1atXx7lz55CVlWX1OoH733dsbCyCgoLg7+9vUa8kXefGjRvx77//Yvr06Rb7XO07rVu3LpRKJUJDQzF37lzo9XoArnOdBw8eRP369TF79mwEBQVBpVKhVatW+OOPPwDA5X52c6xZswZeXl7o06cPANf5PqOjo3Hy5EksXboUycnJOH/+PKZOnYpGjRqhVatWABx/rW7FuSAqWZKSkuDn52dR7u/vj8TERMcHZAdJSUkAYHGdOX+55Vznw/ZZ/PLLL1i7di0WLFgAwPWus1q1arh27RoAoFu3blizZg0A17rO9PR0vPTSS3jnnXdQpkwZi/2ucq0VKlTAzJkz0axZM0iShG3btuGNN97AtWvXsGTJEpe5zps3b+Kvv/7Cv//+i6VLl8LT0xPvvPMOunbtijNnzrjMdeaWnZ2N9evXo3fv3vDy8gLgOj+3bdq0webNmzF48GA8++yzAIDIyEjs3LkTSqUSgOOvlQkYkZNdvXoVTz31FDp06ICJEyc6Oxy72L59O9LS0nDixAnMnj0bjz32GPbs2ePssGxq9uzZCA4OxogRI5wdil1FRUUhKirKtN21a1doNBosXLgQ06ZNc2JktmUwGJCamoqNGzeiQYMGAIDmzZujevXqWLJkiewzcBV79uxBXFwcBg8e7OxQbO63337D008/jTFjxqBXr15ISEjArFmz0LNnTxw4cAAajcbhMXEI0oX4+/tb3N4PGLP13PPCHmY5/xIxv86cf7nkXOfD8lncuXMH3bt3R2BgIDZt2mSaA+dq19mgQQO0aNECo0ePxtatWxETE4PNmze7zHVeunQJCxYswMyZM5GcnIw7d+4gNTUVgHFJitTUVJe5VmsGDBgAvV6Pv//+22Wu09/fH4GBgabkCzDG3qhRI5w4ccJlrjO3NWvWIDAwUJZcusp1Tpw4ER07dsSCBQvQoUMH9OvXDz/88AOOHDmCVatWAXD8tTIBcyG1atWyGH9OTk7GjRs3LMa0H1Y512F+nbGxsVCpVAgNDTXVO336tMW6WtbmyTlLRkYGevXqheTkZOzYscM0IRRwres016BBA7i7u+Ps2bMICwuDu7u71esE7n8OtWrVwq1bt0x/EeauVxKu88KFC9DpdOjZsyf8/f3h7++Pxx57DADQoUMHdO7c2aW/09xc5Trr1q2b577MzEyX+dnNkZGRgS1btqB///5wd3c3lbvK93ny5ElERkbKyipXroyyZcvi3LlzAJxwrYW6j5NKtHfeeUd4e3uLpKQkU9lnn332UC1DkVt+y1AMGTJEVtaqVSurtwnv2bPHVHb69OkSc0t0VlaW6NWrlwgICBAnTpywWscVrtOa33//XQAwxde1a1fRunVrWZ0hQ4ZYvZX/s88+M5UlJiYKb2/vEnErf1JSkoiJiZG9Fi5cKACITz75RPz1119CCNf9Tl966SWhVCrFjRs3hBCucZ2bNm0SAMTRo0dNZfHx8cLb21u8+eabQgjX+NnNsXbtWoslGXK4wvdZq1Yt8fjjj8vKLl68KCRJEkuXLjWVOfJamYC5kJyFWNu1ayd27dolPv/8c+Hn5/dQLcSalpYmNmzYIDZs2CDat28vqlSpYtq+ffu2EEKINWvWCEmSxPTp00VMTIwYN26ccHNzE7/99pusraioKFGlShWxfv16sW3bNlG/fv0SsyjgmDFjBACxYMECi0UQMzMzhRCucZ19+/YVc+bMEd9995348ccfxYIFC0T58uVFgwYNhFarFULcX8xy/PjxIiYmRkyfPl1IkiTWr18va2vs2LHCz89PfP7552LXrl2iXbt2JWYxS2tiYmIs1gFzhe+0a9euYt68eeKHH34QP/zwgxg7dqyQJElMmjTJVMcVrlOv14smTZqIsLAwsXbtWrF161bRvHlzERgYaEo0Xelnt3fv3qJq1aqydbJyuML3uWjRIgFATJw40bQQa7169URwcLCIj4831XPktTIBczEnT54UnTp1EhqNRgQFBYnJkyebftE9DC5cuCAAWH3FxMSY6i1fvlzUqFFDqFQqUb9+ffHdd99ZtHXnzh0xcuRI4efnJ7y9vcUTTzxRYnoCq1Wrlud1XrhwwVTvYb/OuXPnisjISOHj4yO8vLxE3bp1xZtvvimSk5Nl9bZu3Srq168vVCqVqFGjhlixYoVFW5mZmeLll18WQUFBQqPRiM6dO4tTp0456lIKzVoCJsTD/51OnDhRhIeHC41GI9Rqtahfv7748MMPLX5xP+zXKYRxweShQ4cKX19fodFoRNeuXS16rF3hZzcxMVGoVCrx6quv5lnnYf8+DQaD+Pjjj0WDBg2El5eXKF++vOjbt6/V78FR1yoJYTaISURERER2xUn4RERERA7GBIyIiIjIwZiAERERETkYEzAiIiIiB2MCRkRERORgTMCIiIiIHIwJGBEREZGDMQEjIiIicjAmYET0ULl16xb69euHwMBASJKERYsWOSWO9u3bo169ek45d3FFR0fD29u7QHUlScKMGTPsGxBRKcQEjOgh1717d/j7++PWrVsW+5KTk1GhQgU0a9YMBoPBCdHZ3osvvohdu3bh9ddfx6pVq9CtWzds376dSQI9EH9OqCRhAkb0kFu6dCl0Oh1efPFFi31Tp05FfHw8Pv30UygUrvG/+08//YQ+ffpg8uTJGDp0KGrVqoXt27dj5syZzg7NJWVkZOCNN95wdhg2wZ8TKklc429kolIsJCQEb731Fr755hvs3r3bVP7nn3/ik08+wUsvvYSGDRvaNYbMzEyH9bDdvn0bfn5+dj+PEAIZGRl2aduRn1dxeXh4wM3NzdlhELkcJmBELuCll15CgwYNMGHCBGRmZkKv12PcuHGoVq0a3nrrLcTGxqJfv34ICAiAh4cHHn30UWzbtk3WRmJiIiZPnoz69evD29sbZcqUQffu3XHs2DFZvX379kGSJKxduxZvvPEGKlWqBE9PT6SkpCArKwszZ85EeHg4PDw8EBgYiNatW2PPnj35xl+Qc3/xxReQJAlCCPzvf/+DJEmQJAnR0dH43//+BwCmMkmSTMcZDAYsWrQIdevWhYeHB4KDgzF27FgkJSXJYqhevTp69eqFXbt24dFHH4VGo8GyZcse+Nn/9ddfaNmyJTQaDUJCQvDJJ58U+PMq7Ge+fv16zJkzB5UrV4aHhwc6deqEs2fPWsT0xx9/oEePHvD394eXlxcaNGiADz/80KLetWvX8Pjjj8Pb2xvlypXD5MmTodfrZXXM54DNmDEDkiTh7NmziI6Ohp+fH3x9fTFixAikp6fLjs3IyMDEiRNRtmxZ+Pj4oHfv3rh27VqB55Xdvn0bo0aNQnBwMDw8PNCwYUN8+eWXVj+bffv2ycovXrwISZLwxRdfAMADf06IHI3/rCFyAW5ubvj000/RsmVLzJo1C0FBQThy5Ah27tyJCxcuoFWrVqhUqRKmTJkCLy8vrF+/Ho8//jg2bdqEvn37AgDOnz+PLVu2oH///ggJCcGtW7ewbNkytGvXDidPnkTFihVl55w1axZUKhUmT54MrVYLlUqFGTNmYO7cuRg9ejSaNm2KlJQUHD58GEeOHEGXLl3yjL8g527bti1WrVqFp59+Gl26dMGwYcMAAGFhYbh+/Tr27NmDVatWWbQ9duxYfPHFFxgxYgQmTpyICxcuYMmSJTh69Ch+/fVXuLu7m+qePn0agwYNwtixYzFmzBjUrFkz3889KSkJPXr0wIABAzBo0CCsX78e48ePh0qlwsiRIx/4eZ08ebJQn/m8efOgUCgwefJkJCcn47333sOQIUPwxx9/mOrs2bMHvXr1QoUKFfDCCy+gfPnyOHXqFL7//nu88MILpnp6vR5RUVFo1qwZ5s+fjx9//BELFixAWFgYxo8fn+91A8CAAQMQEhKCuXPn4siRI1i+fDmCgoLw7rvvmupER0dj/fr1ePrpp9G8eXPs378fPXv2fGDbgDF5a9++Pc6ePYvnnnsOISEh2LBhA6Kjo3Hnzh3ZtRTE2LFj8/05IXI4QUQu47nnnhPu7u7C29tbDBo0SAghRKdOnUT9+vVFZmamqZ7BYBAtW7YU4eHhprLMzEyh1+tl7V24cEGo1Wrx9ttvm8piYmIEABEaGirS09Nl9Rs2bCh69uxZ6LgLem4hhAAgnn32WVnZs88+K6z9dXbgwAEBQKxevVpWvnPnTovyatWqCQBi586dBYq5Xbt2AoBYsGCBqUyr1YrIyEgRFBQkdDqdECL/z6uwn3nt2rWFVqs1lX/44YcCgPj333+FEEJkZ2eLkJAQUa1aNZGUlCRr12AwmN4PHz5cALD4bBs1aiQaN24sKwMg3nrrLdP2W2+9JQCIkSNHyur17dtXBAYGmrb/+usvAUBMmjRJVi86OtqiTWsWLVokAIivv/7aVKbT6USLFi2Et7e3SElJkX02MTExsuMvXLggAIiVK1eayvL6OSFyBg5BErmQOXPmIDAwEAqFAgsXLkRiYiJ++uknDBgwAHfv3kV8fDzi4+ORkJCAqKgonDlzBteuXQMAqNVq00R9vV6PhIQEeHt7o2bNmjhy5IjFuYYPHw6NRiMr8/Pzw4kTJ3DmzJlCxV3YcxfUhg0b4Ovriy5dupiuPT4+Ho0bN4a3tzdiYmJk9UNCQhAVFVXg9t3c3DB27FjTtkqlwtixY3H79m389ddfsrrWPq/CXveIESOgUqlM223atAFg7EEEgKNHj+LChQuYNGmSxTw5a8Nt48aNk223adPG1NaDWDs2ISEBKSkpAICdO3cCACZMmCCr9/zzzxeo/e3bt6N8+fIYNGiQqczd3R0TJ05Eamoq9u/fX6B2iEoqJmBELqRMmTKoWbMmqlSpguDgYJw9exZCCLz55psoV66c7PXWW28BMM6zAYxzpRYuXIjw8HCo1WqULVsW5cqVwz///IPk5GSLc4WEhFiUvf3227hz5w4iIiJQv359vPLKK/jnn38eGHdhz11QZ86cQXJyMoKCgiyuPzU11XTt+V1TfipWrAgvLy9ZWUREBADjHKQHtV3Y665ataps29/fHwBM89nOnTsHAAVan8zDwwPlypWzaM98blxeHhTLpUuXoFAoLK67Ro0aBWr/0qVLCA8Pt7h7t3bt2qb9RA8zzgEjcmE5d9pNnjw5z56dnF+I77zzDt58802MHDkSs2bNQkBAABQKBSZNmmT1jj3z3hwAaNu2Lc6dO4etW7di9+7dWL58ORYuXIhPPvkEo0ePzjPOwp67oAwGA4KCgrB69Wqr+80TEGvXZCvW2i7sdSuVSqttCyEKHU9ebRX3+KLEUhx5TaQ3v5mAqKRhAkbkwkJDQwEYh246d+6cb92NGzeiQ4cOWLFihaz8zp07KFu2bIHPGRAQgBEjRmDEiBFITU1F27ZtMWPGjHwTsOKeO69fwmFhYfjxxx/RqlUruyRX169fR1pamqwX7L///gNgvKvyQWz1mecICwsDABw/fvyB37e9VatWDQaDARcuXEB4eLip3Npdm3kd/88//8BgMMh6wWJjY037gfs9b3fu3JEdb62HjHc9UknCIUgiFxYUFIT27dtj2bJluHHjhsX+uLg403ulUmnRe7FhwwbTHLGCSEhIkG17e3ujRo0a0Gq1+R5X3HPnJEDmv4QHDBgAvV6PWbNmWRyTnZ1tUb+wsrOzZUtV6HQ6LFu2DOXKlUPjxo0feLwtPvPcHnnkEYSEhGDRokUW1+bonqmcHtelS5fKyhcvXlyg43v06IGbN29i3bp1prLs7GwsXrwY3t7eaNeuHQBjIqZUKvHzzz/Ljjc/L5D3zwmRM7AHjMjF/e9//0Pr1q1Rv359jBkzBqGhobh16xZ+//13XL161bTmVK9evfD2229jxIgRaNmyJf7991+sXr3a1ItWEHXq1EH79u3RuHFjBAQE4PDhw9i4cSOee+65fI8r7rlzkp2JEyciKioKSqUSAwcORLt27TB27FjMnTsXf//9N7p27Qp3d3ecOXMGGzZswIcffoh+/foV+PrMVaxYEe+++y4uXryIiIgIrFu3Dn///Tc+/fRT2fIW9rpucwqFAh9//DEee+wxREZGYsSIEahQoQJiY2Nx4sQJ7Nq1q0jtFkXjxo3x5JNPYtGiRUhI+H979w/SOhTFcfxEqhhr8A8KimgFF0EqiCCIYHBwcxDESfy31EGcBBcnQUGcCu2ii4ubHYUOroqLBQcRHMRNkOKm4CD83tTwfNHnezyaPPD7GZMD9+SS4eTm5uQpaENRWSH8ajUqk8nY/v6+LS0tWalUst7eXisUCnZ+fm7ZbNY8zzMzs6amJpudnbVcLmeO41hfX5+dnJyE9vdVcjIL3ydALGL8AhNAFfi+r4GBgXfH7u7utLCwoI6ODtXW1qqrq0tTU1MqFApBzOvrq9bX19XZ2SnXdTU2NqaLiwv5vi/f94O4ymf/x8fHobG3t7c1MjKi5uZmua6r/v5+7ezsBC0ZPvOnY0sft6F4e3vT2tqa2tvb5ThOqNXAwcGBhoeH5bquPM9TOp3WxsaGHh4egphUKvVXLTQq83x5eanR0VHV19crlUopn8+/i/vdfP3rnH/UakGSzs7ONDk5Kc/zlEwmNTg4qFwuF5xfXFxUMpkM5VNpMfEz+6QNRblcfhd3eHgoM9P9/X1w7OXlRaurq2ptbVVjY6Omp6d1e3srM9Pu7m5o/F89Pj5qeXlZbW1tqqurUzqdDl2rJJXLZc3MzKihoUEtLS1aWVnR9fV1aG6+uk+AKDlSxOvSAIBv6+rqyoaGhuzo6Mjm5ubiTgeIDXvAAABV8dG/NLPZrNXU1Nj4+HgMGQH/D/aAAQCqYm9vz0qlkk1MTFgikbBisWjFYtEymYx1d3fHnR4QK15BAgCq4vT01La2tuzm5saen5+tp6fH5ufnbXNz0xIJnv/xvVGAAQAARIw9YAAAABGjAAMAAIgYBRgAAEDEKMAAAAAiRgEGAAAQMQowAACAiFGAAQAARIwCDAAAIGI/AInNiYR0JnbtAAAAAElFTkSuQmCC", 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", 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", 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H4s0338Rbb72FgwcPYs+ePQCAVq1aoW3btnjvvfewatUqREdHY/v27Xj22WdhZ2cnu8/Stkn3xwSMrOa1116DVqstdi7YxYsXIYRAaGio7Iezt7c3zp49a/K0U1Fu3bolexX+gXn9+nU88cQT6NixIz766CNj+aVLlyCEwOuvv25y7TfeeAMATK4fHBwse3/t2jUAQMOGDWXl9vb2qFevnvF4UeLj45GSkoIvvvjC5PpPP/10kdcvnEi4ubkBAAIDA03K9Xo9UlNTi73+m2++iZSUFDRo0ADNmjXDyy+/jP/++894XK1W47333sP27dvh6+uLLl264P3338etW7eKbRMwfE5CQ0NNnrjMHyIq/DkpfE/5ydj9kr77xZ+fEJW07Ik5vgZFxRsTE4Nx48bBw8MDNWrUgLe3N7p27QoAJl8TlUpVquG6a9euoVatWibzqgp/XvO/1ydMmABfX1+MGDECGzZseOAnKidNmmRMBvLnsxWeF5QfW+EkATAkhLt378aiRYvue638BDY4OBht27Y1lteoUQOPPvooDh8+bPzjwtHR0WS+IwDk5OTI2kpNTZX9nEhKSpIdL66NwkN2lmRvb49evXph4MCBeP311/Hpp59i/Pjx+PXXX4118uMr+AcPAIwaNQqAYXmNfJs3b0aLFi3wzDPPIDg4GI8++igiIiLQsmVLWdJcljapZJwDRlZTr149jB49Gl988QVmzZplclyv10OSJGzfvr3ISbn3m+cFAP7+/rL3q1atMk42z8vLw7Bhw6BWq7FhwwaoVPf+O+T/Qpo5cyb69u1bZNv169eXvTfnD+P8648ePRpjx44tsk7z5s1l74ubuFxceUk9HF26dMHly5exdetW7Nq1C1999RUWL16Mzz//HBMmTAAAzJgxA48++ih++ukn7Ny5E6+//jreffdd/PHHH2jZsuV977E0yhN7aeO/H3N+DfLj1el06N27N5KSkvC///0PjRo1grOzM27cuIFx48aZJEJqtdqsy4M4Ojpi3759iIyMxG+//YYdO3Zg/fr16NGjB3bt2nXfye/FCQ0NRa9evQAAAwcOhFKpNK5plT9/qn79+lCpVDh9+rTJ+fkJaMH/g8XJnzPq6+trcszHxwcajQaZmZlwc3ODv78/IiMjIYQw9mwCMPa657f1wgsvyB4E6dq1K/bu3Wv8+VFUL31cXFyJ81ctrUOHDvD398fatWsxcOBAAMV/rnx8fADI/zAICAjAgQMHcPHiRdy6dQuhoaHw8/NDrVq10KBBA2O9srRJJWMCRlb12muvYc2aNXjvvfdMjoWEhEAIgeDgYNkPgKIU/OFaUOGn3po0aWL8ePr06fj333+xb98+kx8m9erVA2AYHsv/xVJWdevWBWBY3ye/PcCQ+F29erXEdr29veHi4gKdTlfu6z8oDw8PPP3003j66aeRkZGBLl26YN68ebIEJiQkBC+99BJeeuklXLx4EeHh4fjwww+xZs2aItusW7cu/vvvP+j1ellikf/EXf7nrKLjz/96FJUM5KuIr8GpU6dw4cIFfPvttxgzZoyxvPD3aVnVrVsXv//+O9LT02W9YEV9XhUKBXr27ImePXvio48+woIFCzBnzhxERkaa7T7nzJmDL7/8Eq+99hp27NgBAHB2dka3bt3w559/4saNGwgICChX27Vq1YKfn1+RiznfvHkTDg4Oxs9BeHg4vvrqK5w9exaNGzc21st/KCI8PBwA8Morr2D06NHG4/k9l02bNoVKpcLRo0dlk/vz8vLw77//ysoqg5ycHFkvauvWrfHll1+afK5u3rwJwPA9XlhoaChCQ0MBAFFRUYiLi5M9IV2eNqloHIIkqwoJCcHo0aOxYsUKk+Grxx9/HEqlEvPnzzfp8RB3nwDK5+zsXOSQWq9evWSv/L9oV61ahRUrVuDTTz81PhFVkI+PD7p164YVK1YU+ddvcStOF762vb09PvnkE1n8K1euRGpqKgYMGFDsuUqlEkOHDsXmzZuLTBJKc/0HUfBzCxh6G+vXr28cisnKyjIO4+QLCQmBi4tLkcM1+R555BHcunUL69evN5ZptVosXboUNWrUMPaEVHT83t7e6NKlC77++mvExMTI6uZ/rSria5Dfw1Tw+0EIgY8//rjMbRWUvwjqsmXLZOWLFy+GJEno378/ABiH1grKT0IKft0edBkKd3d3PPvss9i5cyf+/fdfY/ncuXOh0+kwevToIociSzvv7IknnkBsbKwscU1ISMDWrVvRo0cPY3I/ePBg2NnZYfny5bJrfP755wgICECHDh0AAI0bN5b9nGjdujUAw3B9r169sGbNGqSnpxvbWL16NTIyMjB8+PDSf1IKiIuLw7lz56DRaMp8bmZmJrKyskzKN2/ejOTkZNkTm4MHD4ZarcaqVatkvatfffUVABifCC6KXq/HK6+8AicnJ0yePNksbZIce8DI6ubMmYPVq1fj/Pnzsh6qkJAQvP3223j11VcRHR2NIUOGwMXFBVevXsWWLVswadIkzJw5E4Dhr7L169fjxRdfRJs2bYzzQYqSkJCAqVOnonHjxlCr1Sa9NY899hicnZ3x6aefolOnTmjWrBkmTpyIevXq4fbt2/j7779x/fp1ky1PCvP29sarr76K+fPno1+/fhg0aBDOnz+P5cuXo02bNrK/uIuycOFCREZGom3btpg4cSIaN26MpKQkHD9+HL///nuRv0zNpXHjxujWrRtat24NDw8PHD16FJs2bcJzzz0HALhw4QJ69uyJiIgING7cGCqVClu2bMHt27dLXF180qRJWLFiBcaNG4djx44hKCgImzZtwl9//YUlS5YUuTZURcQPAJ988gk6deqEVq1aYdKkSQgODkZ0dLRxNXHA/F+DRo0aISQkBDNnzsSNGzfg6upq/MX5IB599FF0794dc+bMQXR0NFq0aIFdu3Zh69atmDFjBkJCQgAY5sbt27cPAwYMQN26dXHnzh0sX74ctWvXli3H8KDLUACGYb0lS5Zg4cKFxnWkOnfujGXLluH5559HaGiocSX8vLw8XLhwAWvXroW9vf1919N69dVXsWHDBgwdOhQvvvgi3Nzc8Pnnn0Oj0WDBggXGerVr18aMGTPwwQcfQKPRoE2bNvjpp5+wf/9+rF27tlRDru+88w46dOiArl27YtKkSbh+/To+/PBD9OnTB/369ZPVXbZsGVJSUoy9Qb/88guuX78OAHj++eeN8zJfffVVfPvtt7h69apsyZb8BwjOnDkDwJDoHThwAIBhtAAwzI3t1asXnnjiCTRq1AgKhQJHjx7FmjVrEBQUJFvKxc/PD3PmzMHcuXPRr18/DBkyBCdPnsSXX36JkSNHok2bNrKvV05ODsLDw6HRaLBu3TocPnwY3377rWxuY1napPuw3AOXVN0VXIaisPxH7otaCX/z5s2iU6dOwtnZWTg7O4tGjRqJadOmifPnzxvrZGRkiFGjRgl3d3cBoMQlKfIfnS/udfXqVWPdy5cvizFjxgg/Pz9hZ2cnAgICxMCBA8WmTZtKdV9CGJadaNSokbCzsxO+vr5iypQpIjk5+f6fMCHE7du3xbRp00RgYKCws7MTfn5+omfPnuKLL74w1slfAqHgI/8lxfXGG2+YLEVQeBmKt99+Wzz88MPC3d1dODo6ikaNGol33nnHuMxFQkKCmDZtmmjUqJFwdnYWbm5uom3btmLDhg2yaxVehiL/np5++mnh5eUl7O3tRbNmzUwe1y9uhXUhhAAg3njjjRI/b/eLP9/p06fFY489Jtzd3YWDg4No2LCheP31103iLe/XIP8+Ct5fVFSU6NWrl6hRo4bw8vISEydONC7RULBeUSvAFzxW+Hs8PT1d/N///Z+oVauWsLOzE6GhoeKDDz6QLQuwZ88eMXjwYFGrVi1hb28vatWqJUaOHCkuXLgga6usy1AUtxzJuHHjhFKpNC6Dke/EiRNizJgxok6dOsLe3l44OzuL5s2bi5deesmkbnGfh8uXL4vHHntMuLq6CkdHR9GjRw9x+PBhk3o6nU4sWLBA1K1bV9jb24smTZrIlkEpjf3794sOHToIBwcH4e3tLaZNm1bkSv5169Yt1c+V/J93BcuEECX+XMoXHx8vJk2aZPy/Z29vL0JDQ8WMGTOKXF5Er9eLpUuXigYNGgg7OzsRGBgoXnvtNZP/C6tWrRItWrQQzs7OwsXFRfTs2VP88ccfRX4+StsmlUwS4gH+xCEiIiKiMuMcMCIiIiILYwJGREREZGFMwIiIiIgsjAkYERERkYUxASMiIiKyMCZgRERERBbGhVityN3dHbm5uSb7FRIREVHlFRcXB7VajZSUlHK3wQTMinJzc6HVaq0dBhEREZWBOX53MwGzovyerytXrlg5EiIiIiqtevXqPXAbnANGREREZGFMwIiIiIgsjAkYERERkYUxASMiIiKyMCZgRERERBbGBIyIiIjIwpiAEREREVkYEzAiIiIiC2MCRkRERGRhNp+AXbp0CZMnT0Z4eDhUKhWaNm1aZL2VK1eiQYMGcHBwQIsWLfDrr7+a1ElNTcX48ePh4eEBFxcXDBs2DHFxcRV9C0RERGRjbD4BO3PmDH777TfUr18fjRs3LrLODz/8gIkTJ+KJJ57A9u3b0b59ezz22GM4dOiQrN4TTzyBXbt24fPPP8fatWtx/vx59O/fn/s5EhERUZlIQghh7SAqkl6vh0JhyDPHjRuHo0eP4vTp07I6DRs2ROvWrbFu3TpjWYcOHeDu7o5t27YBAP7++2906NABO3fuRJ8+fQAA58+fR1hYGH744QdERESUObb8vaQqYi9IIQSQfgbCrjYUju5mb5+IiKi6Msfvb5vvActPvopz5coVXLhwwSSBGjFiBPbs2YPc3FwAwPbt2+Hu7o7evXsb6zRs2BDh4eHGJK0yOL5iAxa1HIHXAvpiqv8MjHF7gj10RERElYzK2gFY27lz5wAAjRo1kpWHhYUhLy8PV69eRaNGjXDu3Dk0bNgQkiSZ1Mtvoygl7ZgeGxuLwMDAB4je1J39P+Lvkykw5NaG5DP5/CV4N2lU0mlERERkQTbfA3Y/ycnJAAB3d3dZec2aNQEASUlJxnqF6+TXy69TGXg1DjUpi9//k+UDISIiomJV+x6wilbS+HBJvWPl5d3xEQBHZGXxx/+B0OdBUtib/XpERERUdtW+Byy/pys1NVVWnt8z5uHhYaxXuE5+vfw6lYFPy+ZAoWHSxJgMIHGflSIiIiKiwqp9ApY/96vwPK5z587B3t7e2EvVqFEjnD9/HoUfGj137pzJ/DFrcnR1hqNdoQQsTgvc3gmh11gpKiIiIiqo2idg9erVQ4MGDbBx40ZZ+fr169GzZ0/Y2xuG7fr374/k5GTs2bPHWOfChQs4ceIEHnnkEYvGfD813dRAgRwsMUEPaFKApINWi4mIiIjusfk5YFlZWcZlIq5du4a0tDRs2rQJANC1a1d4e3tj3rx5ePLJJxESEoLu3btj/fr1+Oeff7Bv371hu/bt26Nv37545pln8OGHH8LBwQFz5sxB8+bN8fjjj1vl3orj4eWCmwk5AAy9dclphnXBpNvbITw7QpJs/stORERUqdn8b+I7d+5g+PDhsrL895GRkejWrRtGjhyJrKwsLFy4EAsXLkTDhg2xZcsWtG/fXnbe+vXr8eKLL2LSpEnQarXo06cPli5dCpWqcn0aPQM8gXPxxvfJeSro0zRQuiUCyYcBjw5WjI6IiIhsfiX8yqyiVsJfN/kDbP7yD8MbIaCSBL5d4wJ1o5qA2hcIexOSVO1Hn4mIiMqFK+FTkbwaBcnea4WElCvZhje5t4GUo5YPioiIiIyYgNkg77AC64vdXZIi/lLOvbLb2yCE3sJRERERUT4mYDbIM9AbKDTEmBibd+9N9g0g9aSFoyIiIqJ8TMBskGeAJ6AosA6FJCEhrtCG3Ld/M1nTjIiIiCyDCZgNcnJ1gr29/MnMpERJnnBlXQPSz1g4MiIiIgKYgNkkSZLg6e0iK0vOVkCfVmgl/Fu/sheMiIjICpiA2SiPWvL9KVN0KujSa8srZV4GMi9aMCoiIiICmIDZLK/gWrL3qVoVtJlBphXv7LJMQERERGTEBMxGeYXKe7uStUpob2YALoU2Dk89CZFz04KRERERERMwG+UZ4CVbiiJPKJBx8Srg08+0MnvBiIiILIoJmI0yWYoCQPzFGMClMeBYaC5Y0j8QmhTLBUdERFTNMQGzUR61PCApCi3GGn3b8IFPX3lloQXi91goMiIiImICZqMMPWDyL29yphb6hASg5kOAvfwpSST8CaHLtmCERERE1RcTMBvl6ukKVaHFWFO0Kmijr0GSVIB3L/kJumwgcZ8FIyQiIqq+mIDZKEmS4OFfaC0wrRLaa9cMbzw7A0on+Ul39kDoC21ZRERERGbHBMyGedbxlb1P0aqMCZikdAC8uslP0CQDKUcsFB0REVH1xQTMhhWeB5aqVUIXfe1eBe8egCQfpsSdXdyeiIiIqIIxAbNhngGegHRvKYrkAj1gACDZuQEe7eQnZV8HMs5aKkQiIqJqiQmYDfMM8JQtRZGtVyDzagyEXn+vkk9v0xNv77RAdERERNUXEzAb5lHLw2QpipQMDfS3bxvfSw61ANem8hPToyAyuEk3ERFRRWECZsOKWg2/8DAkANOFWQEg7ifOBSMiIqogTMBsmIe/h2w/SMAwEb9wAia5NDLdpDvjApAeVdEhEhERVUtMwGyYu687FCqlrCx/MVYT/kNMy+K2sBeMiIioAjABs2FKpRI1/WrKl6LQmfaAAYDkHAK4NZcXZl0DUk9UdJhERETVDhMwG+dZy1M2DJmkKWIOWL4ie8G2Qgi9aTkRERGVGxMwG+cV6AVJIV8LTBcTK1+K4i7JMRCo+bC8MOcmkPxPRYdJRERUrTABs3Fetb1kQ5DJWhVEXh50cbeKPsFvkMnEfcT9zD0iiYiIzIgJmI3zruMtS8Cy9Qrk6CVoo6OLrC85+AIeHeSFeQlA0oEKjJKIiKh6YQJm47xqe8m2IwIM88B0xc0DAwC/R033iLz1G4Q+rwIiJCIiqn6YgNk470BvkwSsyMVYC5DsPQCvLvJCTQqQyF4wIiIic2ACZuO8Ar0MHxQYhkwqbi2wgnwfART28rLb29kLRkREZAZMwGycs5szHGs4yifia1TFzgHLJ9m5AV7d5IWaFCDpoNljJCIiqm6YgNk4SZIMS1EUGIZM0qqgvR4Lob3Pk40+fQCFnbzs9nY+EUlERPSAmIBVA96B3oWWolACWh10N2+WeJ5k5wZ4dpUX5iWxF4yIiOgBMQGrBrwCTdcCA3D/eWAA4Nu3iF6wbRCCvWBERETlxQSsGjD0gN0bgkzVKqEVKPFJyHySnTvg2UlemJcIJB0yc5RERETVBxOwasDwJOS9BExAMiRh95mIb+TTz3RdsNvbIITObDESERFVJ0zAqgHvQG/DB4WXoihFDxhwd10wz47ywtx49oIRERGVExOwasCrtulaYMkaFXSlmQOWz7c/ICnlZbd/41wwIiKicmACVg3U9K8JhVIBqXAP2M2bEBpNqdqQ7D3ZC0ZERGQmTMCqAaVSCc9anrItiVK0KkCng+769dI35DugiD0if+Xq+ERERGXEBKya8K4jXwssUXN3KYpSzgMDipkLlpcIxEeaJUYiIqLqgglYNeFV+wHWAivI95Ei1gX7DUKb/qAhEhERVRtMwKoJ7zp3n4S8OwyZrFVCCJR+KYq7JHsPwLu3vFCXDcT9YoYoiYiIqgcmYNWE8UnIuwmYRiiQoVeUaQjSyLc/oHKVlyX+CZET94BREhERVQ9MwKoJYw9YgWHIFI2q7EOQACSlA+A/WF4o9MCNjQ8SIhERUbXBBKyayO8BK7gURaJWBV1cHEROTtkb9OwIOAbIy9JOQaRHPUiYRERE1QITsGrCsB0RTJeiEALasixFgfxmlECt4aYHbmyEEPryhklERFQtMAGrJhycHODi4SLfjkhTzich75JcmwCuTeWF2deBpIPljpOIiKg6YAJWjXgHehdaisKwtVC5JuLnqzUMkAp9G8X9BKErx7AmERFRNcEErBopPAyZdHctMN0DJGCSYwDg2VleqEkF7uwsd5tERES2jglYNVI4ASv3YqyF+T0KKB3kZXd2Q2hSH6xdIiIiG8UErBrxDpQvRZGhUyJPLz3YECQAyc7NsDZYQfpc4Pa2B2qXiIjIVjEBq0bye8CkQvPAdLduQWRnP1jj3r0AO3d5WcI+iLzEB2uXiIjIBjEBq0YK94ABBYYhY2IeqG1JYQ/4DZAXCi1wi1sUERERFcYErBoxJmAF1gK7txRF9INfwKMToPaWlyX9zS2KiIiICmECVo24ernC3sG+6B6wB52ID0BSqAC/IrYoitv6wG0TERHZEiZg1YgkSSabcucvRfGgE/GNarYBHGvLy1KOQWRFm6d9IiIiG8AErJoxLkVxtxfMOARppgRMkhSA/xDTAze3mKV9IiIiW8AErJrxqetj+KDwYqxmGII0cm0OOIfIy9KjINLPme8aREREVRgTsGrGN8gXwL2lKJK1Kmj0gC4hAfrMTLNcQ5IkwP8x0wNxP0IIYZZrEBERVWVMwKoZn6C7PWAVNBE/n+TSEHBpLC/MvAqknTTbNYiIiKoqJmDVTH4PWMGlKBLNsCdkkWo9blp2cwuE0Jv3OkRERFUME7BqxpiAFegBS9DYATDjk5B3SU51AffW8sKcm0DCn2a9DhERUVXDBKyaqVGzBpxcnAxv7vaCJWrMPwRp5D8YkAp9m8X9BKFJM/+1iIiIqggmYNWMJEnwDZb3giWaeSkK2fUc/AGvbvJCXRZwc7PZr0VERFRVMAGrhowT8e/2gFXUEKSR/2DAzlVelnQQIuNSxVyPiIiokmMCVg0VXooiUaOCEIA+KQn6NPMPDUpKJ6DWMNMD19dCCJ3Zr0dERFTZMQG769dff0WrVq2gVqsRGBiIN954AzqdPDkYN24cJEkyee3YscNKUZdP4Yn4OUKBLL3h4wrrBavZDqgRKi/Lvg4kRFbM9YiIiCoxlbUDKEpOTg4kSYJarbbI9Q4dOoTBgwdj5MiRePfdd3HmzBm89tpryMzMxKJFi2R169Wrh7Vr18rKwsLCLBKnuRS1FliiRgVnZR60V67Avlkzs19TkiSI2qOA828ZNujOF/czhPtDkOzczX5NIiKiyqpSJGB79+7F1q1b8ddffyEqKgrZ2dkAACcnJ4SFhaFDhw4YMmQIunXrViHXnzdvHsLDw7FmzRoAQN++fSGEwKuvvoqXX34Zvr6+xrqOjo5o165dhcRhKUWtBZagUaGOQx40ly5X2HUlx9oQ3j2BO7vvFeqygRubgKAJFXZdIiKiysZqQ5AajQbLli1DvXr10KNHD6xevRru7u4YPXo0XnnlFbz88ssYNWoU3N3dsWbNGvTo0QPBwcFYtmwZNBqNWWM5ceIE+vTpIyvr27cvNBoNdu7cadZrVQbegd6G7YKAe09Cau9OxL9ccQkYAMDvUaBwb1fyPxAZFyr2ukRERJWI1XrA6tevj7y8PIwdOxYRERFo1apVifWPHTuGjRs3YsGCBVi0aBGio6PNFktOTo7JcGf++7Nnz8rKL126BDc3N2RnZ6NZs2Z4/fXXMWTIkGLbrlevXrHHYmNjERgYWP7Ay8lObQfPAE8kXE8wJGB6/b2lKCqwBwwAJKUjRMBwIPpL+YEb6yEazIFUeM0wIiIiG2S1BGz27NkYN25cqed5tW7dGq1bt8abb76JVatWmTWW0NBQHD58WFZ26NAhAEBSUpKxrGXLlmjTpg2aNGmClJQUfPbZZ3jsscewceNGDBtWxFN+lZhvkC8SridAUiggYBiCBABtbCxEbi6kipx/594GcNkPpJ+7V5YVAyT9DXh2rLjrEhERVRKSEEJYOwhr+/rrrzF+/HgsWbIETz31FKKiojBq1CjcvHkTEyZMwOeff17keXq9Hh06dEBaWhqioqLKfN383rErV648UPzl8enUTxG5JhLQaiFyc+Gh0mJe0HUAgM/PP8GuYcMKvb7IjgXOvy2fkG/nBoS9DUnpUKHXJiIiehDm+P1dKcZ7srKy4OnpiQ8++MAq1x83bhxmzJiBmTNnwtPTEz179sTkyZPh4eEBf3//Ys9TKBQYOnQozp49a3xwoKoovBRFilYJ3d1UXHu54hNCyTEQ8OwkL9SkAneq1pIeRERE5VEpEjAnJyeoVCo4Oztb5foKhQKLFy9GQkICTp48idu3b2PixImIj4+v8k88FqdwAqaHhBStYRhSU9ET8fP5DQYK93bd2QWRl2iZ6xMREVlJpUjAAGDo0KHYtGkTrDki6ubmhubNm8Pd3R1Lly5FcHAwevXqVWx9vV6PjRs3okmTJnB0dLRgpA/OuBYYUGBLorvzwCyUgEl2roDvAHmhXsN9IomIyOZVinXAAGDEiBGYOnUqunfvjokTJyIoKKjIpOZ+T0uWx+HDh/Hnn38iPDwc2dnZ+Pnnn7F69Wps374dSqUSAHDt2jWMHTsWI0eORP369ZGcnIzPPvsMR48exebNVS9hMPaAAYZeMJ3OYk9Cynj3BBL3Abnx98qSj0B49YBUo77l4iAiIrKgSpOAFVxkdf/+/SbHhRCQJMlkeyBzsLe3x+bNm/Hmm28CANq2bYu9e/eiffv2xjouLi5wc3PD22+/jTt37sDe3h4PPfQQtm/fjr59+5o9porm5u0GtaMaudm5hichdbp7m3JHR0NotZBUFf/tISnsIGoNBa4WetDh5gaI0FfvrVdGRERkQypNAmbupSXKIjw83LjsRHE8PDywdetWC0VU8SRJgm+wL2KiYgosxmr4dhAaDXSxsVAFB1smGLdWQI0GQMHFWDOvAilHgZptLBMDERGRBVWaBGzs2LHWDqHa8Q2SJ2D5c8AAQHP5isUSMEmSDIuznn9HfuDmZgi3FpAU9haJg4iIyFIqzSR8srzCm3InFkjAtJcuWTQWySkI8Cj0xGleIhD/h0XjICIisoRK0wMGGLYE2rx5M44fP47U1FTo9XrZcUmSsHLlSitFZ3tkE/ElCVl6JbJ1EhyVAlorLA4L/8eAlGOGJyHz3foFwr0VJLVP8ecRERFVMZUmAbt27Rq6d++O6OhouLu7IzU1FR4eHkhJSYFOp4OXlxdq1Khh7TBtimwpivwnIbV2qK3Mg8bCPWAAINl7QHj3Am5vv1eozwNivoOo/yL3iSQiIptRaX6jvfzyy0hNTcWhQ4dw4cIFCCGwfv16ZGRk4L333oOjoyN27txp7TBtSsEeMKnQPDDtlasQhXogLRPUI4C9p7ws47xhqQoiIiIbUWkSsD/++ANTp07Fww8/DMXdZEAIAbVajZdffhk9e/bEjBkzrBukjfGpW6gHDPfmgYnsbOjiblk8JknpANQp4oGMG5u4Qj4REdmMSpOAZWVlISgoCADg6uoKSZKQmppqPN6+fXscOHDAStHZJrWjGjX9ahreFDUR31JbEhUiuYQBXl3khfpcw1Ak944nIiIbUGkSsDp16uD69esAAJVKhYCAANnaXFFRUXBwcCjudCqnwntC5i/GClgvAQMA1BoG2HvIy9KjgKS/rBMPERGRGVWaBKxHjx6yhU7HjRuHxYsXY+LEiRg/fjw+/fRTPProo1aM0DYV3hNSvhaY9RIwSekIBD5leuDGBoi8ZMsHREREZEaV5inIWbNm4ciRI8jNzYVarcbs2bNx8+ZNbNq0CUqlEqNGjcJHH31k7TBtjl89v3tvFAokaVXQCkAlWXhPyCJIrk0hPDoASQfvFeqygdjVEPWe5zZFRERUZVWaBKxOnTqoU6eO8b2DgwO++uorfPXVV1aMyvbVql/r3huFAnqdhESNCr72WmgvXzbuwWk1ARGGoUdNyr2ytFNA8mHAo63VwiIiInoQlWYIsrDU1NQK2Xib5GqF3kvA8hOtO3fngenT0qBPSLBKXPkklTMQ+KTpgRvrIbSZlg+IiIjIDCpVAnb06FH069cPTk5O8PT0xJ9//gkASEhIwODBg7F3717rBmiD/EP87725OxE/Pq/ARHwrLMhamOQWDtR8WF6oTQfitlglHiIiogdVaRKwgwcPolOnTrh48SJGjx4t24bIy8sLqampWLFihRUjtE2ONRzh4X/3acO7CdidAk9Cai5ctEZYpgKeAJTO8rKEPyEyrTtPjYiIqDwqTQI2e/ZshIWFISoqCgsWLDA53r17d/zzzz9WiMz2+de/2wsmSYAkyROwc+esFJWcZOcK1Hrc9EDsGgjBoWoiIqpaKk0CduTIETz99NNQq9VFTvoOCAjArVuWX5m9Oig8ET8+r8BSFOfPWyGiYnh2ApxD5GXZ14H4P6wTDxERUTlVmgTMzs5ONuxY2I0bN7gZdwUx9oDBsCdkqk6FXL0hCdZevASh1VorNBlJUhgm5BfelDtuK0ReknWCIiIiKodKk4C1a9cOmzZtKvJYZmYmVq1aha5du1o4quqhcA8YcG8emMjLgzY62gpRFU1yDAS8e8kL9bnA9R+sExAREVE5VJoEbP78+Th69CgGDBiA7du3AwBOnjyJr776Cq1bt0Z8fDxef/11K0dpmwr2gBkTsLyC88Aq0TAkAPg9arpNUeoJiNST1omHiIiojCpNAta2bVts27YNly5dwpgxYwAAL730EiZNmgSdTodt27ahefPmVo7SNvnU9YFCefdbIX8pioJbElWSifj5JKUDUHuk6YHr30Pocy0fEBERURlVmpXwAcN+kOfPn8e///6LixcvQq/XIyQkBK1bt+a2MxXIzt4OPnV9cOvK3YccFIpCPWCVKwEDDGuDCbcWQMFer7xE4NavQK2h1guMiIioFCpNAhYXFwd/f8NQWHh4OMLDw60bUDVTq34teQJWYCkK7fkLVorqPmqPBNLPAvq8e2V3dkG4NoNUo4H14iIiIrqPSjMEGRgYiD59+mD16tXIzOQWM5ZW+EnIeI0dhDC81925A11SspUiK55k7wn4DZIXCj1wbSWENsM6QREREZVCpUnA3nzzTdy8eRNjx46Fr68vRo8ejR07dpS4NAWZT+EnIbP1CmTo7317VMZhSACAT0/Aqa68LC8JiPkWIj+DJCIiqmQqTQI2e/ZsnD59GseOHcPkyZOxd+9ePPLII6hVqxb+7//+D0ePHrV2iDatqCchZXtCVqYFWQuQJBUQNAlQqOUHUv8FEiKtEhMREdH9VJoELF/Lli2xaNEixMbGYvfu3RgwYABWrVqFtm3bonHjxliwYAFiYmKsHabNkfWAFbUl0dlK2gMGQFL7AIFPmR64uQkiO9byAREREd1HpUvA8kmShM6dO+ORRx5Bu3btIITAxYsXMW/ePNSrVw/Dhw9HXFyctcO0GR61PKB2LNCLVPhJyAuVdCL+XZJHW8Cjg7xQrwGiv+TSFEREVOlUygQsMjISEyZMgK+vLyIiInDr1i0sWrQI169fR1xcHBYuXIg9e/bgqaeK6PWgclEoFPAL8TO+lxQK3CmwFpj20iUIjcYaoZVe7ZGA2ldelhPHVfKJiKjSKdcyFDExMYiJiUGnTp2MZSdPnsSHH36I3NxcjBw5EkOGDClTmydPnsTatWvx/fff4+bNm/Dz88OECRMwZswYNGvWTFZ35syZcHBwwMyZM8sTPhWjVv1auHb6muFNoaUohEYD7ZUrsGvY0ErR3Z+kdIAImghcWAiIAvtXJh6AcGkMqWYb6wVHRERUQLkSsOnTpyMjIwO///47AOD27dvo3r078vLy4OLigk2bNmHjxo14/PHHS91my5Yt4ejoiCFDhmDMmDHo3bs3FIriO+iaNGmC9u3blyd8KkbhifgJOXbQC0Bxdw1czbnzlToBAwDJqS5EwFDg+nr5gdjVEE7BkNRe1gmMiIiogHINQR4+fBi9e/c2vv/uu++QnZ2NkydP4saNG+jZsycWLVpUpja//vpr3L59G2vXrkXfvn1LTL4AoHv37oiM5FNu5lR4KQqtkJCsVRqLKu1SFIV59QTcCm1bpcsGrn0FIXTWiYmIiKiAciVgSUlJ8PHxMb7/9ddf0bVrV4SEhEChUODxxx/HuTL+sh43bhxq1KhRnnDITGQ9YABwd0HWfFUlAZMkCagzDrBzlx/IvAzc+s0aIREREcmUKwHz9vbGtWuGuUIpKSk4dOgQ+vbtazyu1Wqh1WqLO50qKVkPGFDlnoQsSFK5AHWfAVBoD9Hbv0FkXLJKTERERPnKNQesV69e+OSTT+Dq6oq9e/dCr9fLJt1HRUUhMDDQXDGShbh4uKBGzRrISDZs4yMVmoivT0iELiEBSq+qMY9KcgmD8O0L3N5xr1DoDUORjd6ApHS0XnBERFStlasHbOHChQgLC8PMmTOxa9cuLFq0CMHBwQCA3NxcbNiwAT179jRroGQZheeBFewBAwwT8asUv8FFbFWUCMSusU48REREKGcPmK+vL/766y+kpqbC0dER9vb2xmN6vR579uxhD1gV5V/fHxeO3B1qVCpxJ7dQAhYVBYdOHa0QWflIChVE3QnA+bcAfd69A8mHIVybQfJoZ73giIio2nqghVjd3NxkyRcAODo6okWLFvDw8HigwMg6Cs8DS9bZQVNgP3TN6TMWjujBSQ5+QMATpgeur4XIjbd8QEREVO2VKwHbs2cPPvjgA1nZ119/jTp16sDX1xf/93//B52ufI/7p6en4/Tp09i/fz/27dtn8qKKVfhJSKFQIkF7rxcs7/QpS4dkHp6dAfeW8jJdDnBlKYQ20zoxERFRtVWuIch58+ahbt1782pOnTqFZ599Fs2bN0f9+vXxySefwM/PD//73/9K3WZiYiKee+45bN68ucjkTQgBSZLKndhR6RTuAZOUCsTn2cHf3rANke7GTeiTk6GoWdMa4ZWbJEkQgWOAzGhAk3zvQE4ccPUziJAXICnsij2fiIjInMqVgJ09exZDhw41vl+9ejVcXV2xf/9+ODk5YfLkyfjuu+/KlIBNnDgRv/zyC6ZPn47OnTujZhX7BW8riloL7LZGnpjknala88DySaoaEHWfAS4vNjwNmS/jPBDzLUTd8YY1xIiIiCpYuRKwzMxMuLq6Gt/v2LED/fr1g5OTEwCgTZs2WLOmbE+Z7dq1C//3f/+H999/vzwhkZmoHdXwqu2FhOsJhgKlErcKPwl5+lSVTMAAQHJpBBE4Goj5Tn4g+R9A7QX4D7FKXEREVL2Uaw5YYGAgjhw5AgC4dOkSTp8+jT59+hiPJyUlQa1Wl6lNJycnBAUFlSccMrPAMPkTrLckF9n7vCo4Eb8gybMz4DfA9MCt3yAS91s+ICIiqnbKlYA9+eST+OKLLzBo0CD07dsXNWvWxODBg43Hjx07hgYNGpSpzdGjR2PLli3lCYfMrHACdjtPBb24974qPglpwm8wULOtaXnsGog0G7g/IiKq1Mo1BDlnzhzk5eVh27ZtqFOnDr755hu4u7sDMPR+7d27Fy+88EKJbRw/flz2fvjw4fjzzz/Rr18/TJo0CYGBgVAqlSbntWrVqjwhUxkUTsA0eglJWhW87AzbS+ni4qBLTITS09Ma4ZmFJEkQdcYCmhTDHLB8Qg9Efw4R+gokR65lR0REFUMSQoj7VzM/hUJhMuE5P5SiJkLb4lOQ9erVAwBcuXLFypHIXTp+CbO6zbpXoNNhgvs1NKuRbSzy/HIFHLp0sUJ05iW0mcDF9wxPQxZk7wE0eBVS4Q29iYio2jPH7+9y9YCZw6pVq6x1abqP2g1rywuUSsTl2aMZ7iVgeadO20QCJqmcIUJeAC4sADRp9w7kJRnWCAt9BZKibPMZiYiI7qfcCVhOTg42b96M48ePIzU1FXq9XnZckiSsXLmy2PPHjh1b3ktTBXNwdoBPHR/cibljLLut9gCQanyvOX3aCpFVDMneE6Le88DFD+TbFWXFANFfQgRNhqSw2t8qRERkg8r1W+XatWvo3r07oqOj4e7ujtTUVHh4eCAlJQU6nQ5eXl6oUaNGmdrUarXIysqSLW9RUFpaGpycnKBS8RehJdQOqy1PwIST7LjmTJSlQ6pQklOQYc/Iq58BKDAqn3oSuPIxRPBUSEpHq8VHRES2pVxPQb788stITU3FoUOHcOHCBQghsH79emRkZOC9996Do6Mjdu7cWaY2p0+fjg4dOhR7vGPHjnjppZfKEy6Vg8lSFOl62ZOQutu3obtzB7ZEcm8JBAw3PZB+Drj4HkRekuWDIiIim1SuBOyPP/7A1KlT8fDDD0OhMDQhhIBarcbLL7+Mnj17YsaMGWVqc8eOHRg2bFixx4cNG4Zt27aVJ1wqB9MnIQUSNPLex7xTtjMMaeTdC/DuYVqefQO48C5EdqzlYyIiIptTrgQsKyvLuGiqq6srJElCauq9+UHt27fHgQMHytTmzZs3ERAQUOzxWrVq4caNG+UJl8qhcAIGhRK3tPLJ6HknTlgwIsuQJAkIGAH4PmJ6UJMCXHwfIt22hl+JiMjyypWA1alTB9evXwcAqFQqBAQE4NChQ8bjUVFRcHBwKFObnp6eOH/+fLHHz549W+z8MDK/2g1rmywHcsdNvlG3LSZggCEJk2o9BgQ+BUiF/ovocoDLn0Ak/mWd4IiIyCaUKwHr0aMHtm7danw/btw4LF68GBMnTsT48ePx6aef4tFHHy1Tm/369cOKFStwoohf6sePH8cXX3yB/v37lydcKge1oxo+dX1kZbftPWTvNadOQ+TlwVZJXl2Aes8BCnv5AaEDYr6BiPsZVlpGj4iIqrhyPVI4a9YsHDlyBLm5uVCr1Zg9ezZu3ryJTZs2QalUYtSoUfjoo4/K1OZbb72FHTt24OGHH8agQYPQpEkTAMDp06fxyy+/wMfHB2+99VZ5wqVyCgwLxO3o28b3N7Pk+brIzYXm7FnYt2hh6dAsRnJtBhH6MnBlqXydMAC49QugSYYIHA1JMt21gYiIqDhWWwm/KHFxcZg1axa2bt2KtDTDLztXV1cMGTIECxYsQK1ate7TQtVSWVfCz7d23lps+eje/pwqlRLve/0HZYGRSbdX/4ca48ZZPjgLE7kJwJVPTFfMBwC3FkDQJEiFe8qIiMgmmeP3d7mGICuKv78/vv32WyQnJ+PWrVu4desWkpOT8c0339hc8lUV1GlcR/Zeq9UhydVPVpZ3zDbngRUmqb2A0P8BNUJND6aeBC59ZNjWiIiIqBTKvappZmYmNm/ejCtXriA5OdlkLowkSfj444/L1bYkSfDx8bl/RapQtRvVNimL96sP7/Rbxvd5x48b9+m0dYZti2YAMauA5KPyg5mXDU9IhjwPyd7LKvEREVHVUa4EbM+ePRg+fDhSUlKKrVOeBCw5ORnff/99iUldSdsbkXkFNAiAQqGQbTN129ETjQvU0SUkQHfzJlQlLCFiSySFPUTdiYDKBYiPlB/MuQmcnQfhPwjw7sl5YUREVKxyJWDTpk2Ds7Mz1q9fj7Zt25pleYidO3di2LBhyMzMhKurK2rWrGlSpzr0slQm9g728A32Rdzle/OebuXZmdTLO3a82iRgACBJCoiAkYDKDYj7SX5Qnwvc2AgkHTJMzneuZ5UYiYiocitXAhYTE4P33nsPvXv3NlsgL730Evz8/PDjjz+iWbNmZmuXHkxgWKAsAbsRlw7JwQEiJ8dYlnfiBJwGlW3ZkapOkiTAbwCEnRsQuxoQ8s3okR0LXFgI4dUVqPUYJKVT0Q0REVG1VK5J+M2bN5etfG8Oly5dwvTp05l8VTKFV8SPu3wLiqZNZWV5x6vHRPyiSJ6dgJAXgEJrpBkIIGEvcHYuRPJhrhlGRERG5UrA3nvvPSxfvhxHjx69f+VSCg0NRXp6utnaI/MonIBpNVok124oK9NcuAB9RoYlw6pUJJfGQNibgE8f05XzAUCTCkR/CVxeApFrWxuYExFR+ZRrCLJr165YsmQJ2rdvj7CwMAQGBkKplE84liRJtlr+/bz99tuYNm0aRo0aZdxnkqyvqCch7zj7QDbrT69H3sn/4NCxg8XiqmwkhRoIGA7h0Q6IXQNkFrE2THoUcG4ehO8AwKcvJEW5H0ImIqIqrly/ATZv3ozRo0dDp9Ph+vXrRfZclXXC/J49e+Dt7Y2wsDD07t272KSuvEtbUPkEhAZAoVRAr7s3x+mWVo36herlHT9erROwfJJjIETo/4DEfcDNHwFdtryCXmOYuJ/8j2GSfo0GVomTiIisq1wr4YeGhsLBwQGbN29Ggwbm+QWiUNx/NFSSJOh0OrNcrzKo7Cvh55veejpuXrxpfN9+SHuMjt8D7ZWrxjJ1xw7w+ppLhBQkNKnAjQ1A8uHiK3l2BgKGQ1I6Wi4wIiJ6IFZbCf/mzZuYMmWK2ZIvANDr9fd92VLyVZUUngcWezYW9q1aycry/v0Xgl8fGcnODVLQRCBkBqD2LrpS4n7DsGR6lEVjIyIi6ypXAtamTRvExMSYOxaqpAonYDcv3YTUtLmsTGRmQXvxoiXDqjIk1yZAo3mA3wBAKmLUPy8JuLQYIuZbiKwYPi1JRFQNlCsBW7p0KX744Qds2LDB3PFQJRTYSJ6A6XV6xLuZ7s2Zd+JfC0VU9UgKe0j+Q4BGc4Hi5n0lHgDOvwWcnw9xewdEXrJFYyQiIsspVwL25JNPQqvVYuTIkXBzc0OTJk3QvHlz2atFixZlbnf79u3o3bs3PD09oVKpoFQqTV4V5ddff0WrVq2gVqsRGBiIN954o8ghz19++QUtWrSAg4MDGjRogFWrVlVYTJVFULMgk7LryRoo3NxkZXnHj1sooqpLcvAH6s8EAp8EFOqiK2XfAG5uBs78D+LSRxBJByF0OUXXJSKiKqlcT0F6eHjA09MToaGhZgtk8+bNiIiIQJMmTTBixAh89tlnGDVqFIQQ2Lp1K0JDQzFkyBCzXa+gQ4cOYfDgwRg5ciTeffddnDlzBq+99hoyMzOxaNEiY70DBw7gsccew4QJE7BkyRL88ccfGD9+PFxcXDBs2LAKia0y8Avxg9pRjdzsXGNZ9KloNG/ZEjl79xrLcpmAlYokSYBXNwiXpkDMN0DG+WJqCiD9rOGlWAvhFg7UbAu4NoZU1FAmERFVGeV6CrIiPPTQQ7Czs8OBAweQnJwMHx8f/P777+jRoweio6PRrl07vP/++xgzZozZr92vXz/Ex8fj2LFjxrIPP/wQr776KmJjY+Hr6wsA6Nu3LzIyMvDXX38Z640aNQr//vsvoqLKPom6qjwFCQCze87GhSMXjO+bdGqCmYNqIW3xElk9v71/QOnvb+Hoqi4h9Iahx4RIIPt66U5S1QDc2wAeDwNOIdwjlYjIwqz2FGRFiIqKwogRI6BUKqFSGf6612g0AICgoCBMnToV7733XoVc+8SJE+jTp4+srG/fvtBoNNi5cycAIDc3F5GRkRg+fLis3ogRI3D27FlER0dXSGyVRVDzINn7q/9dhd1DD5nUyz16zKSMiidJCkheXSA1esMwP8ynD2DnXvJJ2gxDwnbhPeDsHIi4nyBy4ko+h4iIKpVKM47h5OQEe3t7AIC7uzvUajXi4u79UvH19cXVq1eLO/2B5OTkQK2Wz8fJf3/27FkAwOXLl6HRaNCoUSNZvbCwMADAuXPnilzBPz9LLkpsbCwCAwOLPV6ZBDcPlr3PSstCqpuv6cbcR47A6dGBlg7PJkiOgUBAIEStoYZhx+RDQMpxQJ9X/Em58cCt34Bbv0E41QFqtgNqtoF0vySOiIisqtL0gDVs2FA2jBceHo7Vq1dDq9UiJycH69atQ506dSrk2qGhoTh8WL5Y5qFDhwAASUlJAIDkZMMTae7u7rJ6NWvWlNWzVYV7wAAg+twN2IeHy8pyDx+xTEA2TJIUkFybQKo7Hmj6IVD3GcC1SdH7TBaUFWNY+DV/8n7iXxCFV+InIqJKodL0gD322GP45JNPsGjRIqjVasyZMweDBw+Gu7s7JElCZmYmvv766wq59tSpUzF+/Hh8/PHHeOqppxAVFYU5c+ZAqVQ+8PyaksaHS+odq2zqNK4DhUIBvf7elkTRp6IR1uYh5N5NVgFAe/UqdPHxUHoXs/AolYmkdAA82gMe7Q0r66ccBZL+AbJK6A0W+nuT96+vhXBtAXi0BVybcvI+EVElUWl6wGbOnImYmBjj0N/AgQOxd+9eTJw4Ec8++yz27NmDcePGVci1x40bhxkzZmDmzJnw9PREz549MXnyZHh4eMD/7oTy/J6u1NRU2bn5PWMeHh4VEltloXZUI6BBgKzs6smrUD/cxqRu3tGjlgqrWpHs3CB594TUcDbQ+G3A71FA7VvySXqNIWm78ilw+mWI699DZF3jYq9ERFZW5j+Hc3Jy8MUXXyA8PBxdunQxSxC5ubnYuXMngoKC0Lz5vRXWO3fujM6dO5vlGiVRKBRYvHgx5s2bh2vXrqFOnTrQaDSYM2cO2rVrBwAICQmBnZ0dzp07h759+xrPPXfuHACYzA2zRUHNgxB7Ltb4PvpUNOybNYNkZwdx94EJwDAM6di/vzVCrDYktS/gPwjC71Eg+xqQdAhIOQJo0oo/SZsBxP9heDnUgvBoD7i1ANTe7BkjIrKwMveAOTg44H//+x/Ony9u7aKys7e3x/Dhw3Hw4EGztVkebm5uaN68Odzd3bF06VIEBwejV69eAAyT8rt3745NmzbJzlm/fj3CwsKKnIBvawpPxE+4noCMbC3sWsi3Jcr9+xDIMiRJguQUBKn2CKDJ+4Z9Jz3aF7/Ia76cm4bFXs/OBU5Og4iaA3H5E4jr6yHiIyHSoyDykgzLZBARkdmV68/epk2bmnXZBUmSEBoaioSEBLO1WRaHDx/Gn3/+ifDwcGRnZ+Pnn3/G6tWrsX37dtnq+6+//jq6deuGqVOnIiIiApGRkVi3bh3Wr19vlbgtrW6zuiZlV/+7iqD27ZFXYPkJ7dWr0N64CVWA6XZFVHEkSWmYrO/aBCJwNJB60vAkZdppw7yw4gg9kHvH8MIp+TGFHYS9N2DvAdh7Fnh5AHaegJ0bpPs9HEBERCbKlYC98847GDVqFLp3727sIXpQs2fPxosvvojhw4ejYcOGZmmztOzt7bF582a8+eabAIC2bdti7969aN++vaxep06d8OOPP+K1117DypUrUadOHXz11Vcma4PZqsI9YAAQ/V80GnXpiPSly2TluX/9BVVE9fi8VEaSwh6o2Qao2QZCkwakHAaS/jY8KVkWeo2htyznZjEXUkHYuRuSMjt3wM7t7r8FP3aDdL8eOSKiaqZcCdiyZcvg4eGBvn37Ijg4GMHBwXB0dJTVkSQJW7duLXWbhw4dgqenJ5o2bYpu3bohKCioyDY//vjj8oRcovDwcOOyE/czaNAgDBo0yOwxVAWunq7wDPBE4o1EY9nV/67CbuojULi4QJ+ebizP/esgnJmAVQqSnSvg3Qvw7gWRfcOQiCX/A2hSHrxxoQXyEgyvkqopHe8lZSo3wM4FULkCKhfTl0LN1f2JyOaVayuioKCg+/6AlCSpTEv0KxT3H8aQJKnIDbKrqqq0FVG+hU8sxNHt955yDAwLxOJ/FiPp+ReQvWuXsVzh6gq/QwchVeAG6lR+QuiB7Fgg97bhlXP77jDkLcDaa4cp7AolZa6G7ZeM/xY8VoMJGxFZnDl+f5erB6witt0puL4UVV5BzYNkCdiNCzeQm50LdacOsgRMn5YGzZkzsG/evKhmyMokSQE41TW8ChBCALqMAknZbSAv8e4r6W6vWQUvYaHXGK6VV8rFjRV2EPnJmLKGPDmT/Xv3pXTkvDUisjo+e05lUngemF6nR+zZWAR17GhSN/evg0zAqhhJku4lKs71TY4LvRbQJN9LyjRJdz9OBrSphgRNm2nZoMuasEkKCGWNonvTikzanLlMBxGZXbl/quh0OmzcuBGRkZG4c+cO3nzzTTRr1gypqanYs2cPOnbsCF/f+ywSWYTTp09j27Ztxl62oKAg9O/fH82aNStvqGRGRU3Ev3ryKuo/3RuqunWhvXbNWJ7z119wmTLZkuFRBZMUKkDtbXgVQ+jzAG2aIRnTpBjWJjN+nGpI1LTphnXJrLHMhdAb4tOWsGZa4VOUTkUkZsX0sKlcDZ8nIqISlOunREpKCvr164fDhw+jRo0ayMzMxPPPPw8AqFGjBqZPn44xY8ZgwYIFpW4zNzcXzz77LFavXg0hhHFOmF6vx6uvvoonn3wSX331lXHDbrIO7zrecHJ1QlZalrHs6n+GbXHUnTrKErC8Eyegz8yEwtnZ4nGS9UgKe8Dey/AqgRB6QJdpSMS0aYakTJN+LznLLzO+MlHhw5/F0WUZXrm3S1VdqFwAu5qGhw7sPQo8GVrz3sdKJ85dI6rGypWAzZo1C2fOnMHOnTvRsmVL+Pj4GI8plUoMGzYM27ZtK1MC9r///Q/fffcdpk6diueffx4hISGQJAmXLl3CJ598gs8++wweHh5YsmRJeUImM5EkCcEtgnFm/xlj2aVjlwAA6o4dkbl23b3KWh1y/zkMxx7dLR0mVQGSpLjXawT/+9YXQnc3Mct/FUjOdBkFErcCHwsrPbSTH1dJzzMo7CGMCZmbITmzd7+bnDkDkFB0wnm/JLSkpE4q5uPCb0vbRqH3JqeVcL2S2i0xMS1L0lreNkuoK5XlnqhSqWS7fpQrkp9++gnPP/88evfujcTERJPjDRo0wDfffFOmNtesWYOnnnoKy5bJ15Nq2LAhPv30U6SlpWHNmjVMwCqB+q3qyxKwmDMx0ORqoG77MKBUAgWeVM09cIAJGJmFJCnvJipupapveKAg615CpiuUtBVM1PL/1edV8F0UoM+79xQqEVW8ph8Y/sCpJMqVgKWmpiI42HQuUD6NRgOtVlumNjUajXHfxaJ06NABv/zyS5napIoR0ipE9l6r0SL6dDRCW4fCPrwF8o4dNx7L/cu620tR9WV4oMDZ8ELp5qMKfW4xyVl6ET1s6dZfsoOIqqxyJWAhISE4fvx4scd37dqFxo0bl6nNvn37YufOnZgyZUqRx3fs2IE+ffqUqU2qGKEPhZqUXTp2CaGtQ6Hu2FGWgGmjo6G9cQOqgABLhkhULpJCDdir7zt/LZ/QawsNf9594CAv5e5DB8l3X6nWGw4lokqpXAnYhAkT8L///Q/dunVDz549ARj+2szNzcWbb76JHTt24IsvviixjaQk+SPjb731FiIiIvD4449j2rRpqF/f8Aj8xYsX8emnn+LatWvVZs/Fys6rthdcvVyRlnDvKbL8eWAOnToi/ZOlsvq5B/6C6okIi8ZIZAmSQgUo3O87rCGE/u5DBil3E7KUu4lagY81KYYhUyKqFsqVgL3wwgs4c+YMRo4cCXd3dwDAqFGjkJiYCK1Wi2effRbjx48vsQ0vLy+TJ4CEEDh16pTJFkb5i/U3adKkzEObZH6SJKF+q/o4vuteT9fl45cBAHZNmxa9LRETMKrGJElRYP6a6ab2+YQ+724ilo3STyAvrrHCk/VL+wRpCfXK1KYo5uOiTiuhbkknihKOlaUd2aFy3hNVfkona0cgU64ETJIkfPnllxg7diw2bdqEixcvQq/XIyQkBBEREejSpct925g7dy4fwa7C6reWJ2A3LtxAVnoWnFycoO7QAdk7dxqP5f79N4ROx22JiO5DUtgDap/7VySiKu+Bnsfs1KkTOnXqVK5z582b9yCXJiur31q+SroQAldOXEHTLk2h7ihPwPRpadCcPg37Fi0sHSYREVGlxA3RqFwKPwkJAJeO310PrIikPOfPfRUeExERUVVRqh6w4OBgKBQKnDt3DnZ2dggODr7v8KEkSbh8+bJZgqTKx83LDd6B3oiPjTeW5c8DUwXUgiqkHrSX7+0SnxMZCdfpz1s8TiIiosqoVAlY165dIUmScXug/PdUvYU+FCpLwPKfhAQAh27dkFEgAdNEnYXu1i0o/fwsGiMREVFlVKoErPCq9mVd5Z5sU0irEBzccm+h1fjYeKTGp8LN2w0O3bshY+XXsvo5f+7j05BERETgHDB6ACXNA7Nv2RIKFxfZsZy9ey0RFhERUaVXrgTs+++/x7hx44o9/vTTT2PDhg3ljYmqiJCWISZD0fnzwCSVCuounWXHcg/+DZHNrVuIiIjKlYAtXrwYarW62OOOjo5YvHhxmdvV6XT49ttvERERgbZt26Jt27aIiIjAd999B52O23hUNo41HFG7YW1ZmWweWHf5JtwiJwe5R45YJDYiIqLKrFwJ2Pnz59GyZctij7do0QLnzp0rU5upqano2LEjnnnmGezatQsajQYajQa7d+/G008/jU6dOiEtLe3+DZFFFR6GvHTsknHnAofOnQCF/FssJ3KvpUIjIiKqtMqVgAkhkJKSUuzx5ORkaDSaMrU5Z84cHDt2DEuXLkV8fDyOHz+O48eP486dO1i2bBmOHj2KOXPmlCdcqkCFE7C0xDTcuXYHAKBwd4d9K3minhO515igERERVVflSsBatmyJ77//Hnl5eSbHcnNzsW7duhJ7yIqyZcsWTJ06FVOnToWdnZ2x3M7ODlOmTMGUKVOwefPm8oRLFahBmwYmZRcOXzB+7NCtm+yYLi4O2jL2jhIREdmaciVgs2bNwunTp9G9e3f88ssvuHLlCq5cuYKff/4Z3bp1w5kzZzBr1qwytZmYmIiGDRsWe7xRo0ZISkoqT7hUgeo2rQu1o3w+4PnD540fO3TvZnJO9s5dFRwVERFR5VauBKx///5YuXIlTp8+jSFDhiA0NBShoaEYMmQIoqKi8OWXX2LAgAFlarN+/fr4+eefiz3+888/IyTEdNkDsi6VncpkX8gL/9zrAVOFhEAVHCw7nr1jJ4chiYioWiv3Ztzjxo3D448/jt27dxu3HAoJCUGfPn3gUmj9p9KYOnUqnnvuOTzyyCOYMWMGGjQwDG2dP38en3zyCXbv3o1ly5aVN1yqQA3bNsSZA2eM76NPRSMnMwcOzg6QJAmO/foi/bPPjce1V69Ce+EC7Ero8SQiIrJl5U7AAMDV1RVDhw41SyBTp07FnTt3sHDhQuzcuVN2zM7ODnPnzsWUKVPMci0yrwZt5fPA9Ho9Lh69iGZdmwGASQIGANnbdzABIyKiauuBEjAASE9PR2pqKvR6vcmxOnXqlKmtefPm4bnnnsPvv/+Oa9euAQDq1q2LXr16wcvL60FDpQpS1ET88/+cNyZgqoYNoQoOhvbqVePx7B074fLCdO4pSkRE1VK5E7DPPvsMH330Ea5cuVJsnbIsnrpv3z6EhYXB29sbI0aMMDmekJCAqKgodOnSpVzxUsVx9XRFrfq1cPPSTWNZwSchOQxJREQkV65J+J9//jmmTZuG+vXr4+2334YQAjNmzMCsWbPg5+eHFi1aYOXKlWVqs3v37ti9e3exx/fs2YPuhVZWp8qjYVt5InXh8AVZr6hjv74m52Tv2GlSRkREVB2UKwFbunQp+vbti+3bt2PSpEkAgAEDBuCdd95BVFQU0tPTkZiYWKY27/dUXG5uLpRKZXnCJQsoPA8sIyUDNy/e6xFTNWwIVVCQrE729h18GpKIiKqlcg1BXr58GdOmTQMA46Kp+Yuyurm5YcKECVi+fDleeumlEtuJiYlBdHS08f25c+ewb98+k3opKSlYsWIF6tatW55wyQIK94ABwLlD54x7RUqSBMf+/TgMSUREhHImYG5ubtBqtQAMT0I6OTkhNjbWeNzFxQW3bt26bzurVq3C/PnzIUkSJEnCO++8g3feeceknhACSqUSK1asKE+4ZAG1G9aGs5szMlMzjWVnD55Fr7G9jO+LfBpyx04mYEREVO2UKwFr2rQpTp48aXzfrl07fPbZZ3jkkUeg1+uxYsUK4zpeJYmIiEDTpk0hhEBERASmT5+Ozp07y+pIkgRnZ2eEh4fD19e3POGSBSgUCjRq3wjHdhwzlkUdiJLVyR+G1Bbo9czesQMu05/n05BERFStlCsBGz16ND7//HPk5uZCrVZj/vz56NWrl3HZCTs7u1Lt2xgWFoawsDAAht6wrl27IqjQPCGqOhp3bCxLwOJj4xEfGw/vQG8ABZ6G/PxeT6b2CochiYio+pGEmWZBX7lyBb/88guUSiX69OlTqh6w6q5evXoAUOJSHlXJxWMX8Wr3V2Vlz3/xPLqO6Gp8rzl3DncGPyar4zJ1ClxfmG6RGImIiB6UOX5/l+spyOKCeeGFF/Dcc88x+aqmgpsHQ+0k35i7uGHIgrJ/28anIYmIqFoxWwJGpLJToVG7RrKyqL/kCVj+MGRB2mvXoPn334oOj4iIqNIoVQKmUCigVCrL9FKpHniXI6qCGndsLHsfdzkOSbeSZGWOgwaZnJe15aeKDIuIiKhSKVWWNHfuXD6lRqUS1jHMpOzsX2fRcWhH43u7kHqwb9ECeQWepM367Te4vToLkqOjReIkIiKyplIlYPPmzavgMMhWhLYOhZ3aDppcjbEs6q8oWQIGAE6PD5ElYCIjE9m/74HTowMtFisREZG1VIk5YDqdDjExMYiJibF2KHQfdmo7NGgjfwij8DwwAHB85BFIavmE/awff6zQ2IiIiCqLMk3Uio2NhUKhQEBAAAAgJycHy5cvN6lXu3ZtREREmCdCAJcuXUJYWBgUCoVxBX6qvBp3aowzB84Y38eejUVaYhpcPV2NZQpXVzj06ons37YZy3L/PgTtzTioavlbNF4iIiJLK3UCdurUKbRs2RJLlizBc889BwDIzMzEzJkzIUmSbBkBpVKJsLAwNGvWzCxBurm5YcyYMZyHVkWEdTCdB3bmwBm0H9xeVub0+OOyBAxCIPvnrXCZPLmiQyQiIrKqUg9B5m+GPXXqVJNja9aswdWrV3H16lVcvnwZtWrVMuu+jX5+fvjmm2+watUqs7VJFadh24ZQ2clz+9N/njapp27fDspC20tlbd7CNcGIiMjmlToBi4yMxOOPPw6FwvQUX19f1K1bF3Xr1kVwcDBGjRqFyMhIswZKVYfaUY2GbeVbC/0X+Z9JPUmphNOQwbIybUwM8o6fqND4iIiIrK3UQ5DR0dFo1Ei+yKZKpUKLFi3g4uIiKw8ODsa1a9dKbK+8E+rz95ukyq1Zt2ayeWBxl+Nk+0Lmc3psCNJXfCEry9qyBerWrSwSJxERkTWUaRK+Xq+XvXdzc8OJE6a9FYXnhBUlKCioXHO6dDpdmc8hy2vevTl+ePsHWdmpvafQ46kesjJVcDDsW7ZEXoHvo+xt2+A+ZzbXBCMiIptV6gSsdu3aOFlg3aaSnDx5ErVr1y6xztdff81J9TYspGUInFyckJWeZSz7L/I/kwQMMPSCFUzARGYWsnftgtPgwSZ1iYiIbEGpE7DevXtj7dq1mDt3Lnx8fIqtd+fOHaxduxZPPvlkie2NGzeu1EFS1aNUKdGkSxMc+e2Isey/vf9Br9ebzCN0fKQ/Uhe8C5GTYyzL/H49EzAiIrJZpZ6EP3PmTGg0GvTs2RNHjx4tss7Ro0fRq1cvaDQavPTSSw8UWGpqKocbq7jm3ZvL3qclpCEmynTun8LFBY59+8jK8k6cQN4Z0wVciYiIbEGpE7CgoCD88MMPiI6ORtu2bdGwYUMMHToUY8eOxdChQ9GwYUO0bdsWV65cwbp16xAcHFzmYI4ePYp+/frByckJnp6e+PPPPwEACQkJGDx4MPbu3VvmNsl6mndrblJ2au+pIus6PznKpCxz3Tqzx0RERFQZlGkrooEDB+LkyZOYMGECMjMzsWXLFqxevRpbtmxBRkYGxo8fj3///ReDBg0qcyAHDx5Ep06dcPHiRYwePVo24d/LywupqalmXVuMKl6t0FrwrOUpKytqOQoAsGveHHZNGsvKsn/9DfqUlIoKj4iIyGrKvBdkvXr1sGLFCly/fh2pqamIjY1FSkoKbty4gS+++AL169cvVyCzZ89GWFgYoqKisGDBApPj3bt3xz///FOutsk6JEkyGYaMOhAFTZ6myLo1Ro+WlYmcHGT9uKVCYyQiIrKGB9qM28XFBQEBAXB1db1/5fs4cuQInn76aajV6iKfjgwICMCtW7ce+DpkWYUTsNzsXJw/dL7Iuo79+0Hh5iYry1z3PUSh5U+IiIiqugdKwMzJzs7OZJ2xgm7cuIEaNWpYMCIyh6Zdm5qUHd91vMi6kqMjnIYNlZVpY2ORe+BAhcRGRERkLZUmAWvXrh02bdpU5LHMzEysWrUKXbt2tXBU9KBq+tZEvfB6srJjO44VW9951EigUA9o5hpOxiciIttSaRKw+fPn4+jRoxgwYAC2b98OwLCg61dffYXWrVsjPj4er7/+upWjpPJo3a+17P2NCzdwO/p2kXVVtWvDoVCinbNvH7SxsRUWHxERkaVVmgSsbdu22LZtGy5duoQxY8YAAF566SVMmjQJOp0O27ZtQ/PmpssaUOXXqq/pvo7HdxY9DAkAzqMLLeIrBDJXrzF3WERERFZTpr0gK4oQAunp6ejQoQPOnz+Pf//9FxcvXoRer0dISAhat27NbYuqsJCWIXDzdkNqfKqx7Oj2o+j/bP8i66s7doCqTh1oC2zYnrl+A1ymTIaiZs0Kj5eIiKiiVYoesLy8PHh4eOCTTz4BAISHh2P48OF44okn8NBDDzH5quIUCgVa9ZH3gkUdiEJOZk6R9SWFAs5jx8jKRE4OMtgLRkRENqJSJGBqtRp+fn5Qq9XWDoUqSOFhSE2eBv/tLXpRVgBwHvo4FJ4esrLM1Wugz8yskPiIiIgsqVIkYIBhc+7vvvsOeXl51g6FKkCLni2gVCllZSXNA5McHVFj7FhZmT4tDVnrN1RIfERERJZUKeaAAUCzZs3w008/oUmTJhg3bhyCgoLg6OhoUu/xxx+3QnT0oJxcnNC4Y2Oc+vPeXpDHdx6HEKLYIWbnUSOR/sUXEBn3er0yvl4F5ydHQWJvKRERVWGVJgEbOXKk8ePilpuQJAk6nc5SIZGZterbSpaAJcUl4ep/V1GvRb0i6ytcXFBj9Gikf35vD1BdfDyyfvoJzk88UeHxEhERVZRKk4BFRkZaOwSqYK37tca3s7+VlR3febzYBAwAnMc8hYxV30Dk5hrLMr78Ck5Dh0JSVZpvXyIiojKpNL/BuMq97atVvxb86vnh1pV7e3oe+e0Ihr0yrNhzlJ6ecBo+DJlr1hrLtLHXkb1jJ5wGDqjQeImIiCpKpZmET9XDQ/0fkr2/fOIy4mPjSzynxvjxQKEJ/BlfrYQQwuzxERERWQITsLt+/vlntG3bFi4uLvD390dERASuXLkiq9OtWzdIkmTyOnfunJWirnraDmprUvbPz/+UeI6qlj+cBj4qK9OcPYuc3bvNGhsREZGlMAEDsHfvXjz22GNo3LgxtmzZgiVLluDkyZPo06cPsrOzZXU7duyIv//+W/YKCgqyTuBVUMO2DVHTV76a/aGth+57Xo0Jz5iUpb3/gWxuGBERUVVRaeaAWdMPP/yAunXr4uuvvzYuieDj44MePXrg6NGj6Ny5s7Guu7s72rVrZ61QqzyFQoGHH30YO7/aaSw7/895JN1KgoefR7Hn2YWGwrF/P2Rv32Es08ZeR8aatXAZb5qcERERVWbsAQOg0Wjg4uIiW4/Kzc0NADjPqAIUHoYUQuDwL4fve57ryzMh2dvLytKXL4cuMdGs8REREVW0Sp+AxcfHV3gSNG7cOERFRWH58uVITU3FlStXMHv2bLRs2RIdO3aU1f3zzz/h7OwMBwcHdO3aFfv27Sux7Xr16hX7io2NrcjbqrSadGoCFw8XWdn95oEBgCogADWeHicrExmZSP9kqTnDIyIiqnCVMgHLyMjAuHHj4OjoCD8/Pzg4OGDUqFFIrKCejs6dO2PLli2YNWsW3N3dERISgtu3b2P79u1QKu89fde1a1d8/PHH2LFjB7799ltkZWWhV69e+PvvvyskLlulVCnRZkAbWdmZA2eQlph233NrPDsJCi9PWVnmho3QnD9v1hiJiIgqkiQq4RjbU089hZiYGMyfPx+1atVCVFQUXnzxRbRo0QJbtmwx+/UOHjyIAQMG4JlnnsHAgQORmJiIt956C3Z2dti/f3+RWyIBQGZmJpo0aYLGjRtj27ZtZb5uvXqGBUgLP21ZHRzfdRwLhi2QlU1ZNgU9x/S877mZGzch5TX5bgnqDu3h+fXKYrc1IiIiMhdz/P62ag/YDz/8UGR5ZGQkFi9ejG7duqFBgwYYMmQIZs6cWWGr5U+fPh09evTAhx9+iO7du2PYsGH47bffcPz4caxevbrY85ydnTFgwAAcO3asQuKyZc26NoOTi5Os7K/Nf5XqXKfHH4NdWJisLPfg38jdu9dc4REREVUoqyZgM2fOROfOnXHixAlZeYMGDbB69WpoNBoAQEpKCn788UeEhoZWSBxRUVEIDw+XldWuXRteXl64fPlyhVyzurNT2+GhAfJFWU/tPYWEGwn3PVdSKuH26v9MylPffQ8iL89sMRIREVUUqyZg58+fR6dOndCpUydMnDgR8fGGFdGXLVuGn3/+Ge7u7qhduzZ8fX1x/vx5rFix4j4tlk/dunVx/PhxWdm1a9eQkJBQ4hpfmZmZ+PXXX9GmTZti61Dxuo6Ubz8lhMD+DftLda66bVs49O4lK9Neu4bMtevMFh8REVFFsWoC5uzsjHfffRf//fcf4uPjERoaikWLFqFBgwY4f/48duzYgY8++gi7du3C5cuX0apVqwqJY/Lkyfjpp5/wwgsv4Pfff8f69esxcOBA+Pj4ICIiAgCwf/9+DBo0CKtWrUJkZCTWrl2Lzp0749atW5g7d26FxGXrmnZpCg9/+dpf+77fV+qnXt1eeRmSnZ2sLG3ZMi5LQURElV6leAoyJCQEP/30EzZu3IhvvvkGjRs3xvbt29G5c2dERESga9eusC+0/pM5TZ8+HZ999hn27t2LIUOGYMaMGQgNDcXevXvh6Wl44s7f3x95eXmYPXs2+vbti+eeew7+/v7Yv38/Hn744QqLzZYplUp0fqKzrCz2XCyu/Fu6SY2qOnXgPG6srExkZCJt8RJzhUhERFQhKt1TkDqdDp9++inmz5+P1q1b4+OPP0ZYoQnXtqI6PwWZL+ZsDF5s+6KsrP+z/TH+g/GlOl+fmYk7ffpBl1Bg7pgkweu7b6BmYkxERBWgyj8FqdVq8d5776Fjx45o2bIlJk+ejDt37mD69Ok4f/48QkJC0KpVK0yfPh3JycnWDJUqSJ2wOqgXXk9W9temv6DJ05TqfIWzM1xfkidwEALJr8yCPj3dXGESERGZlVUTsJdffhnvvvsu+vTpg2eeeQYHDhxAv379oNfr4eXlhc8++wyHDh3CqVOnEBoaiuXLl1szXKog3UZ1k71PS0zDv7//W+rzHYcMhn2hp1h1cXFIfXtB0ScQERFZmVUTsHXr1mHOnDl444038Pzzz+P777/H6dOncebMGWOdFi1aIDIyEp999hk++OADK0ZLFaXj0I5QqpSysj+//7PU50sKBWq+vxCSg4OsPOunn5C9c2cxZxEREVmPVRMwOzs7ZGVlGd9nZWVBCAG7Qk+2AcDw4cNx9uxZS4ZHFuLm7YaWvVvKyo5tP4b05NIPIarq1oXb7Fkm5SmvvwHdnTsPHCMREZE5WTUBmzhxIt59911MmDABL7/8Mh5//HF07twZjRo1KrK+Q6EeDrIdhdcE0+Rp8Nem0q2Mn88pIgIO3brJyvSpqUiePafCN3QnIiIqC6smYG+88Qa++uorZGZm4uLFi5g6dSp+++03a4ZEVvJQ/4fg7OYsK/vjuz/KlDhJkgT3d96ComZNWXnu/gNcoJWIiCqVSrcMRXXCZSjkvnzxS+z8Sj5n653f30HDhxuWqZ3s3/cgadpzsjLJwQE+W7dAVcLOBkRERKVR5ZehICqo9zO9Tcq2r9he5nYce/WE07ChsjKRk4Pk/70KodOVOz4iIiJzsVoC1rhxY3z33XfIK8Pmybm5uVi1ahUaN25cgZGRtQQ1DUJYB/miu4d+OoSUOyllbstt9qtQ1g6QleX9+y8yvlr5ICESERGZhdUSsHHjxuHFF1+Er68vxo4di9WrV+PMmTOypyIzMzNx+vRpfPPNNxg9ejR8fHzwyiuvYNy4cdYKmypYv4n9ZO+1Gi1+/+b3MrejcHZGzYXvApIkK0//ZCnyovg0LRERWZdV54Clp6dj5cqV+Oabb/Dff/9BuvvLUqVSATCslA8AQgg0bdoUzzzzDJ555hm4urpaK2Sz4hwwU5o8DaY2nYrkW/d2PvAM8MTyU8tN1gorjdSF7yFj1TeyMqW/P7x/WAeln9+DhktERNWQOX5/V5pJ+NHR0Th48CDOnTuHxMREAICnpycaNWqE9u3bIzg42MoRmh8TsKJteHcDNry7QVY2c81MtBvUrsxtiZwc3Bk6DNpLl2XldqGh8Fq3BgobSeaJiMhybCoBq46YgBUtKS4JU5pMgU57b8J80y5NMe/XeeVqL+9MFBJGjoLIzZWV27d5CF5ffWmygj4REVFJ+BQk2SQPfw+0HdRWVnZ632nEnostV3v2TRqj5kcfAgr5t3vekaNIfmUWn4wkIiKLYwJGlVLhyfgAsOOLHeVuz7FXT7jPm2tSnr1zJ1LfWcCV8omIyKKYgFGlFNYhDHWb1JWV/bH6DyTfTi7mjPtzfuIJuDw3zaQ8c+06ZKz4otztEhERlRUTMKqUJElC/8n9ZWWaXA1+WfrLA7Xr8tw0OEcMNylPW7wEWT9ueaC2iYiISosJGFVaXUd0hWeAp6xs51c7kZaYVu42JUmC2xtz4dCju8mx5NdfR87Bv8vdNhERUWkxAaNKy05thyEzhsjKcrNyse2zbQ/UrqRSweOjD2EfHi4/oNUh+fnp0Fy69EDtExER3Q8TMKrUeozpATdvN1nZts+2ITM184HalRwd4fn5cqjqydeX02dkIHHSs9DdXYuOiIioIjABo0pN7ajGoOmDZGVZ6Vnl2qS7MEXNmvD88gsoPDxk5bobN5E0ZRpEdvYDX4OIiKgoTMCo0uszvg9q1KwhK/v101+Rk5nzwG2rateG5/JlkOztZeV5J08iftST0N6Me+BrEBERFcYEjCo9xxqOGDB1gKwsIzkDu1buMkv79i1bouZ7C03KNVFnET90GHKPHDXLdYiIiPIxAaMq4ZHJj8DJxUlW9vMnPyM3O7eYM8rG8ZH+cP2/GSbl+qQkJIwbh8wffjDLdYiIiAAmYFRFOLs5o9+z8tXxU+6kmGUuWL4az06C2/9eMdmyCFodUt6Yj5Q35kHk5ZntekREVH0xAaMqY8DUAVA7qmVlm9/fjJQ7KWZpX5Ik1HjmaXh+sQIKFxeT45k/rEfCM+P5hCQRET0wJmBUZbh5uWHANPlcsOyMbKx/Z71Zr+PQuRO8N22AKqSeybG8I0cRP3Q48s5EmfWaRERUvTABoyrlsRcfQ03fmrKyPd/uQfTpaLNeRxUUBO8N6+HQvZvJMV1cHBJGPYms3x5sQVgiIqq+mIBRleJYwxEj546Ulen1enw7+1sIIcx6LUWNGvBY/ilcJj9rckzk5CD5xZeQ9tFiCL3erNclIiLbxwSMqpyuo7qiXgv58OCpvadwbMcxs19LUijg+n8z4LH4I0gODibH01d8gaQp06DPyDD7tYmIyHYxAaMqR6lUYuy7Y03Kv539LTR5mgq5puMj/eH1/Too/f1NjuXs3Yv4J0ZAGxNTIdcmIiLbwwSMqqQmnZqg7aC2srK4y3FmW5y1KPaNw+D94ybYt3nI5Jj20mXED4tA7t9/V9j1iYjIdjABoyrrqbeegp29naxs48KNyEipuOFApYcHvFZ9DeeRI0yO6VNTkTDuGSTN+D9oLl2qsBiIiKjqYwJGVZZfsB/6T+4vK8tIzsDaN9ZW6HUlOzu4z3sD7vPfAFRKk+PZ23fgzsBBSJr5MrRXr1ZoLEREVDUxAaMq7fGZj5ts1L171W4c/vVwhV/becQIeH29Ego3N9ODQiD7l19x+5GBSJ71KrSxsRUeDxERVR1MwKhKq+FeA0/MecKk/LPnPkNSXFKFX1/dti28N2+EfbNmRVfQ65G15Sfc7tcfya+9Du3NuAqPiYiIKj8mYFTl9Z3QFy16tJCVpSelY+mzS6G3wBpdqsBAeG1cD49Pl8GuYcOiK2l1yNq4CXf69EXKm29Bd/t2hcdFRESVFxMwqvIUCgWmfT4Nrp6usvJTe0/h12W/WiQGSZLg2KsnvH/6ER4fL4aqfkiR9YRGg8y163C7d1+kvruQ+0oSEVVTTMDIJnj4eWDKp1NMytfNX4crJ69YLA5JoYBjv37w+Xkran64CKqgoCLridxcZHzzLW737I20xUugT0mxWIxERGR9TMDIZrR5pA36TugrK9NqtFjyzBLkZudaNBZJqYTTwAHw+e0X1HzvXagCaxdZT2RnI/3zFbjVsxfSln0KfWamReMkIiLrYAJGNmXMO2NQu6E82bl58Sa+ffVbq8QjqVRwGjIEPtu3wf3N+VD6+RVZT2RkIn3pMtzu2RsZ33wLkZNj4UiJiMiSmICRTVE7qjHj6xkmC7Tu+noXjmw7YqWoDGuHOT8RAd+d2+H22hwovbyKrKdPTkbquwtxu98jyNz8I4RWa+FIiYjIEpiAkc0JahaEJ+c/aVL++fOfIzUh1QoR3SM5OKDGU6Ph+/suuL7yMhTu7kXW08XFIWX2HNx5dBAyf/iB64gREdkYSQghrB1EdVWvXj0AwJUrlpskXl3o9Xq88/g7OPnHSVn5wwMfxsw1M6FQVI6/PfSZmcj45ltkfP01REbJ87+UAbWgbtcO6vbtoW7XFkpvbwtFSUREBZnj9zcTMCtiAlaxEm8m4qV2L5nsDdlvUj+M/2A8JEmyUmSm9MnJSP/yK2SuWQuRW7oHBlQh9WDfqhXUrVrBvlVLKOvWrVT3RERkq5iAVXFMwCregU0HsOSZJSblj898HKPmjrJ8QPehu3UL6cs/R+bmTYBWV6ZzFR4esG8ZDvtWrWDfsiXsmzSG5OBQQZESEVVfTMCqOCZgFU8IgeXTliNyTaTJsdFvjsaQGUMsH1QpaK9dQ/pnnyPn9z3Qp6eXqw3Jzg52YWGGpCw8HHbh4VDV8jdzpERE1Q8TsCqOCZhlaDVafDjmQxz5zfQpyImLJ6Lv+L5FnFU5CJ0OmrPnkPv338j9+2/kHTv+QEtUKH19Yd+iBexbGhIy+8Zh7CUjIiojJmBVHBMwy8nLycO7Ee/i1N5TsnJJkjD9y+noHNHZSpGVjcjNRd7Jk8j95zDyjh9H3smTEJlZ5W5PUqlgFxYGu7u9ZPYtW0Lp78e5ZEREJWACVsUxAbOsnMwcvDn4TVw4fEFWrlAqMHPNTDw84GErRVZ+QqeD5vwF5J04YUjIjp+A7ubNB2pT6e19r4csPJxzyYiICmECVsUxAbO8jJQMzBswD9GnomXldvZ2eHXTq2jerbl1AjMj3a1bhoTs35PIO/EvNFFREBpNuduTVCqowhoZkrG7vWSqgFpmjJiIqGphAlbFMQGzjpQ7KZjbby5uXpL3FKmd1Jj781w0fLihlSKrGCI3F5qzZ5H377/IO3ESeSdPQhcX90BtKv39oW7zEOwfegjqh9tAGRTEYUsiqjaYgFVxTMCsJ+F6Al7r8xoSrifIyp3dnPHWrrdQJ6yOlSKzDN2tW3cTsn+Rd/I/aM6cgcjLK3d7Si8v2Ld5CHbNmkHh7g6FiwsULjUgubpB4VIDChcXSC4ukFQqM94FEZF1MAGr4piAWVfc5Ti83vd1pNxJkZV71fbCO7+/A89antYJzApEbi40587dTcgMQ5cP2ktWFMnR0ZCMubpAUcMFCte7iZmjIyQHB5N/Fcb3DvLjDg6AvRqSnQqSnR2gVhuSO5WKPXFEVOGYgFVxTMCsL/p0NN7o/wYyU+XbAHnV9sKMr2egUbtGVorM+nS3bxfoJTsJzekH6yWzFMnODrC3g2Rnb/qxnQqSvRqSvR2gUAJKBSSlErj7kpQqQKkwfKxQAirlveMKhSHJUygMiZ6sXAkolHePSwAkQz1JMr4khQKQAEh3y+8elxR3Py50jiRJhrYkqehz8stl5+DeNQHTfw1vTMsK1ZNXL6Gt0rZfqL7x0P3aMim737XNp8Ly+IpquIq1qwwMrNJ/LDEBq+KYgFUO5w+fx/yB85GXI08uFEoFIl6NwGMvPQalUmml6CoPkZcHzdmzyD16DHlHjiDv6LFyLxJLRNVbrajThj9iqigmYFUcE7DK4/Bvh7HoyUXQ6/Umx5p0boLpX06vVkOSpSF0OmgvXEDukaPIO3IUucePQZ+QaO2wiKgKYALGBMyqmIBVLn9t/gvLpy1HbpbpZtguHi6Y9tk0PNT/IStEVnUIjQb69AyI9LQC/6bLyvRpaRDp6dBnZECkpUOfngaRmwuRnQORkwORnW1Y7Z8/mohsFhMwJmBWxQSs8rl56SaWPL0EV04W/TV5ZPIjGP3maNg72Fs4supFCAHkGBIyfaHELP8FTR6ERmuYl1bcx3l5hjXQtFqI3DwITR6Qf0yvg9BqAb2A0GkBnQ7Q6iD0OkCnB3S6u+V6QKeFuFsGnQ5Crze0qTecA70e4u4xIro/JmBMwKyKCVjlpMnVYPXc1dj22bYijwc3D8aMVTMQEBpg4cioKhBCAHq9oQev4L/5x4o4XtQ5Qn/3R7MwbUsI3H1fzDmGi+V/YFomSigrcOxeEyWcV1L7RdQ3aVP+ySsh1vvchzlVULsV9tu2in0eAMChZw9OwmcCZj1MwCq3ozuOYvmU5UhLTDM5pnZUY/yH49H9ye5V+ocIERGVnTl+fyvMFQyRrXmo30NYdHARmnZpanIsNzsXy6cux8fjP0ZWevk3wyYiouqJCRhRCTz8PfD61tcxcu5IKJSm/10ObDqAlzu+jIvHLlohOiIiqqqYgBHdh1KpxNCZQ/HmjjfhVdvL5Pjt6Nt4rfdr+GnJT0UuY0FERFQYEzCiUmrUthEWHVyEdoPbmRzTaXVYM3cN5g+cjxO/n2AiRkREJeIkfCviJPyqSQiB37/5Hav+t8pk9fx8fvX80G9SP/QY3QNOrk4WjpCIiCoSn4Ks4piAVW0xZ2Ow5OkliImKKbaO2kmNriO7ot/EfqjTuI4FoyMioorCBKyKYwJW9eVm5+Lb2d9i18pd960b1j4MfSf2RdtH28JObWeB6IiIqCJwGQoz+vnnn9G2bVu4uLjA398fERERRX5iV65ciQYNGsDBwQEtWrTAr7/+aoVoqbJQO6oxafEkzPttHlr3a13immBn/z6LJc8swbNhz2Ld/HW4E3PHgpESEVFlwh4wAHv37kXPnj0xZswYPPnkk0hMTMTcuXOh0+lw6tQpODo6AgB++OEHjBo1CnPmzEGPHj2wfv16rFy5Evv370e7dqYTs++HPWC253b0bez8aif++O4PZKRklFhXkiS06tsKfSf0RYueLaCswttyEBFVJxyCNJPJkydj165duHz5srEHIzIyEj169MC+ffvQuXNnAEDDhg3RunVrrFu3znhuhw4d4O7ujm3bit62piRMwGxXbnYu9m/Yjx1f7ED0qej71vep44Pe43ujx1M94OblVvEBEhFRuXEI0kw0Gg1cXFxkw0duboZfgvn56ZUrV3DhwgVERETIzh0xYgT27NmD3NxcywVMlZ7aUY1eY3vhgwMf4J3f30GXJ7rAzr74eV93Yu5g7RtrMbnRZCwZvwTnDp0D/zYiIrJd7AEDsH//fvTo0QMff/yxcQhy6tSpuHPnDo4cOQKlUolt27ZhwIABOHv2LBo1amQ8d/fu3ejTp49Jeb78LLkosbGxCAwMZA9YNZGakIrINZHYtXIX7ly7//yvuk3qos+EPug6siscnBwsECEREZUGe8DMpHPnztiyZQtmzZoFd3d3hISE4Pbt29i+fbtxXk5ycjIAwN3dXXZuzZo1AQBJSUkWjZmqHjcvNwyZMQTLTi7DnB/n4KH+D0GhKP6/4LUz1/Dl/32JyWGT8cPbPyDxZqIFoyUiooqksnYAlcHBgwfx1FNPYeLEiRg4cCASExPx1ltvYcCAAdi/f79xEn55lJQdl9Q7RrZLoVCgZa+WaNmrJeJj47F71W7s+XYPUuNTi6yfkZyBTe9vwqb3N8Hdxx2BjQNRp3Ed1G1SF3Wa1EHtRrXZQ0ZEVMUwAQMwffp09OjRAx9++KGxrF27dqhTpw5Wr16NSZMmGXu6UlNT4efnZ6yX3zPm4eFh2aDJJngHemPU3FEYPms4Dv9yGDu/2omov6KKrZ9yJwUpd1Jwau8pY5kkSfAN8oV/fX/41fODf4jhX796fvCu413i3DMiIrIOJmAAoqKiMHjwYFlZ7dq14eXlhcuXLwOAcX7XuXPn0LBhQ2O9c+fOwd7enr1Z9EDs7O3QcWhHdBzaETFnY7Br5S7sXbsXOZk59z1XCIFbV2/h1tVbJscUSgW8A73hE+QDr9pe8A70hmeAJ7wCveBV2/BSO6or4paIiKgETMAA1K1bF8ePH5eVXbt2DQkJCQgKCgJgGC5s0KABNm7cKEvW1q9fj549e8Le3t6SIZMNqxNWBxMWTcDI10di19e7sO2zbUi+lVyutvQ6PW5H38bt6NvF1nHxcDEmZjX9asLd1x3uvu6o6Vfz3nsfd6js+OOCiMhc+BMVhnXAZsyYgRdeeAGPPvooEhMT8fbbb8PHx0e27MS8efPw5JNPIiQkBN27d8f69evxzz//YN++fVaMnmyVs5szHvu/xzBw2kCc/+c8Ys7E4NqZa4g5E4OYqBjkZpln6ZP0pHSkJ6XjysmSn+Zx9XQ1JmT5yVlNv5pw83GDu8/dpM23JhxdHEvcEYCIiLgMBQDDEM6KFSvw2Wef4fLly3BxcUH79u2xYMECk6UlVq5ciYULFyImJgYNGzbEggULMHDgwHJdlwuxUnnp9XokxCYYE7IbF27g1pVbuHXlFtIS06wam72DvTEhM7583OHm44aavvd62Ny83Tj8SURVElfCr+KYgFFFyEzNNMwJu3zLmJTFx8Yj4XoCEq8nQpOnsXaIRk6uTsaes/ykzDgE6nu3d83XHW5eblCquFUTEVUOTMCqOCZgZGl6vR5pCWlIuJ6A+Nh4JN5IREKs4ePkuGQk30pGyu2USpWkAYYnPV29XI09aQWTtvweNndfd3jW8uQQKBFVOHP8/uYcMKJqRKFQGJIVH3fUb1W/yDpCCGSkZBiTsZTbKUi+dS85S7599+NbKchKz7JI3EIIpManGtZKO1NyXbWTGp61POFRywMe/h7wqOUBz1qecPczJGge/h5w9+VDBURkXfwJREQykiTBpaYLXGq6oE5YnRLr5mbnIvVOKpJvJ8v+zU/U8hO4lDsp0ORaplctNysXNy/dxM1LN0usZ9yFQDLcc36vmSRJxjLj+7v18t8XrG9St1C9IuuUsm5Z6xdXp8xxmYuZmjJHTGa7r0p0T+Zox8nNCa/9+JpZYqGyYQJGROWmdlTDp64PfOr6lFhPCIHs9GyTpKzgxwUTOL1eX+GxW+IaRJWdq6ertUOotpiAEVGFkyQJTq5OcHJ1QkBoQIl1dTodMpIyiu1VK/hxRnKGhe6AiMi8mIARUaWiVCrh5u0GN2+3+9bV5GmQGm9IyJLikpB0M8n035tJFpurRkRUWkzAiKjKsrO3g1eAF7wCvEqsl5OZg8SbiUiOS0ZSXBJS7qRArzMMQQohAHH33wLv8z/OfxkK7pUXVze/XsE6RZ1fmrqy6+S7T6zljavIaz2ISvR8vbnuqbJ9bswRj0MNBzNEQuXBBIyIbJ6DswMCQgPuO/xJRGQpCmsHQERERFTdMAEjIiIisjAmYEREREQWxgSMiIiIyMKYgBERERFZGBMwIiIiIgtjAkZERERkYUzAiIiIiCyMCRgRERGRhTEBIyIiIrIwJmBEREREFsYEjIiIiMjCJGG27d2prBwdHaHVahEYGGjtUIiIiKiUYmNjoVKpkJ2dXe42VGaMh8pIrVZXWNuxsbEAYPPJHe/T9lSXe+V92hbep225332qVKoH/h3OHjAbVa9ePQDAlStXrBxJxeJ92p7qcq+8T9vC+7QtlrhPzgEjIiIisjAmYEREREQWxgSMiIiIyMKYgBERERFZGBMwIiIiIgtjAkZERERkYVyGgoiIiMjC2ANGREREZGFMwIiIiIgsjAkYERERkYUxASMiIiKyMCZgRERERBbGBMzGnDt3Dr1794azszP8/PzwyiuvIC8vz9phldqlS5cwefJkhIeHQ6VSoWnTpkXWW7lyJRo0aAAHBwe0aNECv/76q0md1NRUjB8/Hh4eHnBxccGwYcMQFxdX0bdQKhs3bsTgwYNRu3ZtODs7Izw8HF9//TUKP5Rc1e9z27Zt6Nq1K7y9vaFWq1GvXj28+OKLSE1NldX75Zdf0KJFCzg4OKBBgwZYtWqVSVt5eXl4+eWX4efnB2dnZ/Tu3Rvnz5+31K2USUZGBmrXrg1JknD06FHZsar+Nf3mm28gSZLJa9asWbJ6Vf0+83377bdo2bIlHBwc4OXlhf79+yM7O9t4vKp/73br1q3Ir6ckSfjhhx+M9Wzh6/nzzz+jbdu2cHFxgb+/PyIiIorcbNti9yrIZiQlJQl/f3/RpUsXsWPHDrFy5Urh5uYmpk2bZu3QSu2nn34StWvXFkOHDhXNmjUTTZo0Manz/fffC0mSxGuvvSb++OMP8eyzzwqVSiX+/vtvWb2+ffuK2rVri/Xr14utW7eKpk2bihYtWgiNRmOp2ylWu3btxIgRI8QPP/wg9uzZI2bNmiUUCoWYN2+esY4t3Ofq1avFyy+/LDZt2iQiIyPF0qVLhaenp+jdu7exzv79+4VSqRTPPvus+OOPP8Rrr70mJEkSGzdulLX17LPPCjc3N7Fy5UqxY8cO0blzZxEQECBSUlIsfVv39corrwhfX18BQBw5csRYbgtf01WrVgkAYseOHeLvv/82vmJiYox1bOE+hRDi7bffFi4uLuLdd98Ve/fuFZs2bRJTpkwR6enpQgjb+N49c+aM7Ov4999/iyeeeEKoVCoRHx8vhLCNr2dkZKRQKBRi3LhxYvfu3eKHH34QDRo0ECEhISIrK8tYz5L3ygTMhixYsEA4OzuLxMREY9mKFSuEUqkUN27csGJkpafT6Ywfjx07tsgErEGDBmLkyJGysvbt24v+/fsb3x88eFAAEDt37jSWnTt3TkiSJNavX18BkZdN/g+2giZOnChcXV2NnwNbuM+ifPHFFwKA8XuyT58+okOHDrI6I0eOFGFhYcb3sbGxQqlUihUrVhjLEhMThbOzs3jvvfcsE3gpnT17Vjg7O4vPP//cJAGzha9pfgJW1PdwPlu4z3PnzgmVSiW2bdtWbB1b+97NFxwcLB555BHje1v4ej777LMiODhY6PV6Y9kff/whAIh9+/YZyyx5rxyCtCHbt29Hr1694OHhYSyLiIiAXq/Hrl27rBhZ6SkUJX9LXrlyBRcuXEBERISsfMSIEdizZw9yc3MBGD4X7u7u6N27t7FOw4YNER4ejm3btpk/8DLy8vIyKWvZsiXS0tKQmZlpM/dZFE9PTwCGYZnc3FxERkZi+PDhsjojRozA2bNnER0dDQDYtWsX9Hq9rJ6Hhwf69OlT6e7z+eefx+TJk9GwYUNZuS1/TQuylftctWoVgoOD0b9//yKP2+L3LgAcPHgQV69exZNPPgnAdr6eGo0GLi4ukCTJWObm5gYAxqkflr5XJmA25Ny5c2jUqJGszN3dHf7+/jh37pyVojKv/PsofJ9hYWHIy8vD1atXjfUaNmwo+8+WX6+yfi4OHDiAgIAAuLi42Nx96nQ65OTk4Pjx43jzzTcxaNAgBAUF4fLly9BoNEXeJ3Dv633u3Dn4+PigZs2aJvUq031u2rQJp06dwty5c02O2drXtEmTJlAqlahXrx7effdd6HQ6ALZzn4cOHUKzZs3w9ttvw8fHB/b29ujYsSP++ecfALC5791869atg7OzMwYPHgzAdr6e48aNQ1RUFJYvX47U1FRcuXIFs2fPRsuWLdGxY0cAlr9X1YPcEFUuycnJcHd3NymvWbMmkpKSLB9QBUhOTgYAk/vM/+GWf59V7XNx4MAB/PDDD/jwww8B2N591q1bFzdu3AAA9OvXD+vWrQNgW/eZlZWFF198EQsWLICrq6vJcVu5V39/f8yfPx9t27aFJEn4+eef8dprr+HGjRtYtmyZzdznrVu3cOzYMZw6dQrLly+Hk5MTFixYgD59+uDixYs2c58FabVabNiwAYMGDYKzszMA2/m+7dy5M7Zs2YJRo0Zh2rRpAIDw8HDs2LEDSqUSgOXvlQkYkZVdv34dTzzxBLp3747p06dbO5wKsW3bNmRmZuLMmTN4++238eijj2L37t3WDsus3n77bfj6+uLpp5+2digVqm/fvujbt6/xfZ8+feDo6IjFixdjzpw5VozMvPR6PTIyMrBp0yY0b94cANCuXTsEBQVh2bJlss+Brdi9ezfi4+MxatQoa4didgcPHsRTTz2FiRMnYuDAgUhMTMRbb72FAQMGYP/+/XB0dLR4TByCtCE1a9Y0ebwfMGTrBeeFVWX5f4kUvs/8v1zy77OqfC5SUlLQv39/eHp6YvPmzcY5cLZ2n82bN0f79u0xYcIEbN26FZGRkdiyZYvN3Oe1a9fw4YcfYv78+UhNTUVKSgoyMjIAGJakyMjIsJl7LUpERAR0Oh3+/fdfm7nPmjVrwtPT05h8AYbYW7ZsiTNnztjMfRa0bt06eHp6ypJLW7nP6dOno0ePHvjwww/RvXt3DBs2DL/99huOHz+O1av/v707j4nyeOMA/l2OhZVFbgQvXA7F4qIW64HHYhSoihaqkhI8gKrriRc1PVRQq6gpAYIX3o3aKmDiLYgRbWuNqaD1QK3Q1aRqUZCjKIfA8/vD8P667HLVsuD2+SQkvrPzzswz7ys7zjvveACA7mPlAZgecXd313j+XFpaiqdPn2o8035X1cfRMM579+5BLBbD2dlZyHf//n2NfbW0rZNrLxUVFQgICEBpaSnOnj0rLAgF9CvOhjw9PWFsbIy8vDy4uLjA2NhYa5zA//vB3d0dBQUFwi/Cv+frCHGqVCpUV1djwoQJsLKygpWVFSZOnAgAGD16NMaOHavX1/Tv9CVODw+PRj+rrKzUm3u3XkVFBY4dO4apU6fC2NhYSNeX65mbm4sBAwaopXXv3h22trbIz88H0A6xtuo9TtahbdiwgaRSKRUXFwtpu3bteqe2ofi7prahCA0NVUsbPny41teEMzMzhbT79+93mFeiX79+TQEBAWRtbU137tzRmkcf4tTmypUrBEBon5+fH40YMUItT2hoqNZX+Xft2iWkvXjxgqRSaYd4lb+4uJiysrLUfuLj4wkA7dixg7Kzs4lIf6/psmXLyNDQkJ4+fUpE+hHn0aNHCQBdv35dSCssLCSpVEqrVq0iIv24d+sdPnxYY0uGevpwPd3d3SkwMFAt7eHDhyQSiWjbtm1Cmi5j5QGYHqnfiFWhUFBGRgbt3buXLC0t36mNWF++fEmpqamUmppKPj4+1KNHD+H42bNnRET03XffkUgkotWrV1NWVhbNnTuXjIyM6Oeff1Yry9/fn3r06EEpKSl04sQJksvlHWZTwNmzZxMAiouL09gEsbKykoj0I86goCBav349nTx5ks6fP09xcXHk4OBAnp6eVFVVRUT/38xy3rx5lJWVRatXryaRSEQpKSlqZSmVSrK0tKS9e/dSRkYGKRSKDrOZpTZZWVka+4DpwzX18/OjjRs30unTp+n06dOkVCpJJBLRkiVLhDz6EGdtbS198MEH5OLiQocPH6bjx4/T0KFDycbGRhho6tO9O2nSJOrZs6faPln19OF6JiQkEACKjIwUNmLt168fdenShQoLC4V8uoyVB2B6Jjc3l8aMGUMSiYTs7e0pKipK+KJ7F6hUKgKg9ScrK0vIt3v3bnJ1dSWxWExyuZxOnjypUVZJSQlFRESQpaUlSaVS+vjjjzvMTKCTk1OjcapUKiHfux5nbGwsDRgwgMzNzcnMzIw8PDxo1apVVFpaqpbv+PHjJJfLSSwWk6urK+3Zs0ejrMrKSlq+fDnZ29uTRCKhsWPH0t27d3UVSqtpG4ARvfvXNDIyktzc3EgikZCJiQnJ5XJKTEzU+OJ+1+MkerNh8rRp08jCwoIkEgn5+flpzFjrw7374sULEovFtGLFikbzvOvXs66ujrZv306enp5kZmZGDg4OFBQUpPU66CpWEVGDh5iMMcYYY6xN8SJ8xhhjjDEd4wEYY4wxxpiO8QCMMcYYY0zHeADGGGOMMaZjPABjjDHGGNMxHoAxxhhjjOkYD8AYY4wxxnSMB2CMMcYYYzrGAzDG2DuloKAAU6ZMgY2NDUQiERISEtqlHT4+PujXr1+71P22wsLCIJVKW5RXJBIhJiambRvE2H8QD8AYe8eNGzcOVlZWKCgo0PistLQUjo6OGDJkCOrq6tqhdf++pUuXIiMjA1988QUOHDiADz/8EGfOnOFBAmsW3yesI+EBGGPvuG3btqG6uhpLly7V+OzLL79EYWEhdu7cCQMD/fjrfuHCBXz00UeIiorCtGnT4O7ujjNnzmDNmjXt3TS9VFFRgZUrV7Z3M/4VfJ+wjkQ/fiMz9h8mk8kQHR2N77//HufOnRPSf/nlF+zYsQPLli1D//7927QNlZWVOpthe/bsGSwtLdu8HiJCRUVFm5Sty/56W6ampjAyMmrvZjCmd3gAxpgeWLZsGTw9PTF//nxUVlaitrYWc+fOhZOTE6Kjo3Hv3j1MmTIF1tbWMDU1xaBBg3DixAm1Ml68eIGoqCjI5XJIpVJ07twZ48aNw6+//qqW7+LFixCJRDh8+DBWrlyJbt26oVOnTigrK8Pr16+xZs0auLm5wdTUFDY2NhgxYgQyMzObbH9L6t6/fz9EIhGICFu3boVIJIJIJEJYWBi2bt0KAEKaSCQSzqurq0NCQgI8PDxgamqKLl26QKlUori4WK0NvXr1QkBAADIyMjBo0CBIJBIkJyc32/fZ2dnw9vaGRCKBTCbDjh07Wtxfre3zlJQUrF+/Ht27d4epqSnGjBmDvLw8jTZdvXoV48ePh5WVFczMzODp6YnExESNfI8fP0ZgYCCkUins7OwQFRWF2tpatTwN14DFxMRAJBIhLy8PYWFhsLS0hIWFBcLDw/Hq1Su1cysqKhAZGQlbW1uYm5tj0qRJePz4cYvXlT179gyffvopunTpAlNTU/Tv3x/ffvut1r65ePGiWvrDhw8hEomwf/9+AGj2PmFM1/ifNYzpASMjI+zcuRPe3t5Yt24d7O3tkZOTg/T0dKhUKgwfPhzdunXD559/DjMzM6SkpCAwMBBHjx5FUFAQAOD333/HsWPHMHXqVMhkMhQUFCA5ORkKhQK5ubno2rWrWp3r1q2DWCxGVFQUqqqqIBaLERMTg9jYWMyaNQuDBw9GWVkZrl27hpycHPj6+jba/pbUPWrUKBw4cADTp0+Hr68vZsyYAQBwcXHBkydPkJmZiQMHDmiUrVQqsX//foSHhyMyMhIqlQpbtmzB9evXcfnyZRgbGwt579+/j5CQECiVSsyePRt9+vRpst+Li4sxfvx4BAcHIyQkBCkpKZg3bx7EYjEiIiKa7a/c3NxW9fnGjRthYGCAqKgolJaWYvPmzQgNDcXVq1eFPJmZmQgICICjoyMWL14MBwcH3L17F6dOncLixYuFfLW1tfD398eQIUPwzTff4Pz584iLi4OLiwvmzZvXZNwAEBwcDJlMhtjYWOTk5GD37t2wt7fHpk2bhDxhYWFISUnB9OnTMXToUFy6dAkTJkxotmzgzeDNx8cHeXl5WLhwIWQyGVJTUxEWFoaSkhK1WFpCqVQ2eZ8wpnPEGNMbCxcuJGNjY5JKpRQSEkJERGPGjCG5XE6VlZVCvrq6OvL29iY3NzchrbKykmpra9XKU6lUZGJiQmvXrhXSsrKyCAA5OzvTq1ev1PL379+fJkyY0Op2t7RuIiIAtGDBArW0BQsWkLZfZz/++CMBoEOHDqmlp6ena6Q7OTkRAEpPT29RmxUKBQGguLg4Ia2qqooGDBhA9vb2VF1dTURN91dr+7xv375UVVUlpCcmJhIAunXrFhER1dTUkEwmIycnJyouLlYrt66uTvjzzJkzCYBG3w4cOJC8vLzU0gBQdHS0cBwdHU0AKCIiQi1fUFAQ2djYCMfZ2dkEgJYsWaKWLywsTKNMbRISEggAHTx4UEirrq6mYcOGkVQqpbKyMrW+ycrKUjtfpVIRANq3b5+Q1th9wlh74EeQjOmR9evXw8bGBgYGBoiPj8eLFy9w4cIFBAcH46+//kJhYSEKCwtRVFQEf39/PHjwAI8fPwYAmJiYCAv1a2trUVRUBKlUij59+iAnJ0ejrpkzZ0IikailWVpa4s6dO3jw4EGr2t3aulsqNTUVFhYW8PX1FWIvLCyEl5cXpFIpsrKy1PLLZDL4+/u3uHwjIyMolUrhWCwWQ6lU4tmzZ8jOzlbLq62/Wht3eHg4xGKxcDxy5EgAb2YQAeD69etQqVRYsmSJxjo5bY/b5s6dq3Y8cuRIoazmaDu3qKgIZWVlAID09HQAwPz589XyLVq0qEXlnzlzBg4ODggJCRHSjI2NERkZifLycly6dKlF5TDWUfEAjDE90rlzZ/Tp0wc9evRAly5dkJeXByLCqlWrYGdnp/YTHR0N4M06G+DNWqn4+Hi4ubnBxMQEtra2sLOzw82bN1FaWqpRl0wm00hbu3YtSkpK0Lt3b8jlcnz22We4efNms+1ubd0t9eDBA5SWlsLe3l4j/vLyciH2pmJqSteuXWFmZqaW1rt3bwBv1iA1V3Zr4+7Zs6fasZWVFQAI69ny8/MBoEX7k5mamsLOzk6jvIZr4xrTXFsePXoEAwMDjbhdXV1bVP6jR4/g5uam8fZu3759hc8Ze5fxGjDG9Fj9m3ZRUVGNzuzUfyFu2LABq1atQkREBNatWwdra2sYGBhgyZIlWt/YazibAwCjRo1Cfn4+jh8/jnPnzmH37t2Ij4/Hjh07MGvWrEbb2dq6W6qurg729vY4dOiQ1s8bDkC0xfRv0VZ2a+M2NDTUWjYRtbo9jZX1tuf/k7a8jcYW0jd8mYCxjoYHYIzpMWdnZwBvHt2MHTu2ybxpaWkYPXo09uzZo5ZeUlICW1vbFtdpbW2N8PBwhIeHo7y8HKNGjUJMTEyTA7C3rbuxL2EXFxecP38ew4cPb5PB1ZMnT/Dy5Uu1WbDffvsNwJu3Kpvzb/V5PRcXFwDA7du3m73ebc3JyQl1dXVQqVRwc3MT0rW9tdnY+Tdv3kRdXZ3aLNi9e/eEz4H/z7yVlJSona9thozfemQdCT+CZEyP2dvbw8fHB8nJyXj69KnG58+fPxf+bGhoqDF7kZqaKqwRa4mioiK1Y6lUCldXV1RVVTV53tvWXT8AavglHBwcjNraWqxbt07jnJqaGo38rVVTU6O2VUV1dTWSk5NhZ2cHLy+vZs//N/r8795//33IZDIkJCRoxKbrman6Gddt27appSclJbXo/PHjx+PPP//EkSNHhLSamhokJSVBKpVCoVAAeDMQMzQ0xA8//KB2fsN6gcbvE8baA8+AMabntm7dihEjRkAul2P27NlwdnZGQUEBrly5gj/++EPYcyogIABr165FeHg4vL29cevWLRw6dEiYRWuJ9957Dz4+PvDy8oK1tTWuXbuGtLQ0LFy4sMnz3rbu+sFOZGQk/P39YWhoiE8++QQKhQJKpRKxsbG4ceMG/Pz8YGxsjAcPHiA1NRWJiYmYMmVKi+NrqGvXrti0aRMePnyI3r1748iRI7hx4wZ27typtr1FW8XdkIGBAbZv346JEydiwIABCA8Ph6OjI+7du4c7d+4gIyPjH5X7T3h5eWHy5MlISEhAUVGRsA1F/Qxhc7NRc+bMQXJyMsLCwpCdnY1evXohLS0Nly9fRkJCAszNzQEAFhYWmDp1KpKSkiASieDi4oJTp05prO+rbxOgeZ8w1i7a8Q1MxlgbUCgU5OHhoZaWn59PM2bMIAcHBzI2NqZu3bpRQEAApaWlCXkqKytp+fLl5OjoSBKJhIYPH05XrlwhhUJBCoVCyFf/2n9qaqpG3V9//TUNHjyYLC0tSSKRkLu7O61fv17YkqExLa2bSPs2FDU1NbRo0SKys7MjkUiksdXAzp07ycvLiyQSCZmbm5NcLqcVK1bQkydPhDxOTk6t2kKjvp+vXbtGw4YNI1NTU3JycqItW7ao5Wuqv962z7VttUBE9NNPP5Gvry+Zm5uTmZkZeXp6UlJSkvD5zJkzyczMTKM99VtM/B0a2Ybi+fPnavn27dtHAEilUglpL1++pAULFpC1tTVJpVIKDAyk+/fvEwDauHGjRv0NFRQUUHh4ONna2pJYLCa5XK4RKxHR8+fPafLkydSpUyeysrIipVJJt2/f1uib5u4TxnRJRKTjeWnGGGP/WTdu3MDAgQNx8OBBhIaGtndzGGs3vAaMMcZYm9D2f2kmJCTAwMAAo0aNaocWMdZx8BowxhhjbWLz5s3Izs7G6NGjYWRkhLNnz+Ls2bOYM2cOevTo0d7NY6xd8SNIxhhjbSIzMxNr1qxBbm4uysvL0bNnT0yfPh1fffUVjIz43//sv40HYIwxxhhjOsZrwBhjjDHGdIwHYIwxxhhjOsYDMMYYY4wxHeMBGGOMMcaYjvEAjDHGGGNMx3gAxhhjjDGmYzwAY4wxxhjTMR6AMcYYY4zp2P8AASQbOo4aXggAAAAASUVORK5CYII=", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for gdir in gdirs:\n", " plt.figure()\n", " for scen in scenarios.keys():\n", " if len(scen.split('_'))==4:\n", " _temp = scenarios[scen]['temperature']\n", " _years = scenarios[scen]['years']\n", " if '0_5C' in scen: \n", " dT = 0.5\n", " elif '1_5C' in scen: \n", " dT = 1.5\n", " elif '2_5C' in scen:\n", " dT = 2.5\n", " else:\n", " dT=None\n", " _branch_yr = int(_years[_temp==dT][0])\n", " _yr, vol = load_volume(gdir, scen, add=\"\")\n", " vol = vol[_branch_yr:]\n", " vol_rel = 100*vol/vol[0]\n", " assert np.all(_temp[int(_branch_yr):]==dT)\n", " print(scen, _branch_yr, dT)\n", " plt.plot(vol_rel, **get_scenario_style(scen))\n", " plt.ylabel('Glacier mass\\n(% rel. to branch year)')\n", " plt.xlabel('Years after branching out')\n", " plt.title(f'Net-zero emission scenarios: {gdir.rgi_id}')\n", " plt.savefig(f'figures_2026_08_obergurgl_presi/idealised_net_zero_emission_scenarios_{gdir.rgi_id}.png')" ] }, { "cell_type": "code", "execution_count": 177, "id": "e29bc9fe-a326-4933-818a-0ab8443fd04a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ideal_0_5C_stab50yr_cool1CperCentury 75 0.5\n", "ideal_0_5C_stab50yr_cool2CperCentury 75 0.5\n", "ideal_1_5C_stab50yr_cool1CperCentury 125 1.5\n", "ideal_1_5C_stab50yr_cool2CperCentury 125 1.5\n", "ideal_2_5C_stab50yr_cool1CperCentury 175 2.5\n", "ideal_2_5C_stab50yr_cool2CperCentury 175 2.5\n", "ideal_0_5C_stab50yr_cool1CperCentury 75 0.5\n", "ideal_0_5C_stab50yr_cool2CperCentury 75 0.5\n", "ideal_1_5C_stab50yr_cool1CperCentury 125 1.5\n", "ideal_1_5C_stab50yr_cool2CperCentury 125 1.5\n", "ideal_2_5C_stab50yr_cool1CperCentury 175 2.5\n", "ideal_2_5C_stab50yr_cool2CperCentury 175 2.5\n", "ideal_0_5C_stab50yr_cool1CperCentury 75 0.5\n", "ideal_0_5C_stab50yr_cool2CperCentury 75 0.5\n", "ideal_1_5C_stab50yr_cool1CperCentury 125 1.5\n", "ideal_1_5C_stab50yr_cool2CperCentury 125 1.5\n", "ideal_2_5C_stab50yr_cool1CperCentury 175 2.5\n", "ideal_2_5C_stab50yr_cool2CperCentury 175 2.5\n", "ideal_0_5C_stab50yr_cool1CperCentury 75 0.5\n", "ideal_0_5C_stab50yr_cool2CperCentury 75 0.5\n", "ideal_1_5C_stab50yr_cool1CperCentury 125 1.5\n", "ideal_1_5C_stab50yr_cool2CperCentury 125 1.5\n", "ideal_2_5C_stab50yr_cool1CperCentury 175 2.5\n", "ideal_2_5C_stab50yr_cool2CperCentury 175 2.5\n", "ideal_0_5C_stab50yr_cool1CperCentury 75 0.5\n", "ideal_0_5C_stab50yr_cool2CperCentury 75 0.5\n", "ideal_1_5C_stab50yr_cool1CperCentury 125 1.5\n", "ideal_1_5C_stab50yr_cool2CperCentury 125 1.5\n", "ideal_2_5C_stab50yr_cool1CperCentury 175 2.5\n", "ideal_2_5C_stab50yr_cool2CperCentury 175 2.5\n" ] }, { "data": { "image/png": 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48XJDV0OHDoWxsbHsdTUxMQEAXLhw4YfDgt7e3mCM5fiuuYsXL8LKygpWVlaoWrUq9uzZAy8vLyxdulSuXXx8PAwNDRUe379/f9njrays8Pvvv//weomJiYiJiYGPjw/mzJmDbt26Yd++fWjdujVWrVol+3vNGsYXiUQK59DV1ZUd1wQpKSmy99Lv5SXW33//HQ4ODhgyZMgP23l6emLHjh0YMGAAOnfujLlz5+LChQuIiorC/Pnz5eIECsdrmluUaJGfmjlzJsRicbZztYKCgsAYQ/ny5eXe1KysrPDq1StEREQAyJxDAgBOTk5yj9fS0lJaa2nXrl2oVq2abJ6OlZUVzp49KzfnI7d69uyJ27dvy8pWXLt2DREREXLDNUFBQYiLi4O1tbXC80lMTJQ9H2WMjY0B/JdA/UxWovKj9j9LxsaMGYPz589j69atqF69+k+vGRQUhBcvXig8twoVKgCAwvP7fgg060O1TJkySvf/aB7byJEjUaFCBbRp0wa2trYYPHiwwlyjOXPmIDY2FhUqVEDVqlUxZcoUPH369IfP6d27dxAIBAq/WyVKlICpqansdy+75wQAZmZmP52Dl5P43759+9PyJ3n9GSiLNyUlBbNmzZKVE7G0tISVlRViY2OV/s3Y29v/MEbgv7/ZihUryu3X0dGBg4OD7Li9vT0mTpyIrVu3wtLSEh4eHli3bl2e/laBzOT90qVLOH/+PP766y+YmpoiJiZGIXEwMjJCYmKiwuPnzJmDS5cu/TAx/lZWstq7d2+5/b1790ZKSops+Cqr3ffz6QAgNTVVdjwlJQWfP3+W+1fQ9PT0kJ6ervTYt7Hmxt27d7Fnzx6sWLFCpbljjRo1Qr169XD58mW5OIGfv6aFkdbPm5DizsHBAf369cPmzZuVzuWQSqXgOA5+fn5KvyEr+6b5M3v37sWgQYPQuXNnTJkyBdbW1hAKhVi4cKHCRNjc6NmzJ/744w8cPnwY48ePx6FDh2BiYoLWrVvLPR9ra2vs27dP6TmyJuAr4+TkBC0tLdlk8Z9xcXHBiRMn8PTpUzRp0kRpm6wko1KlSgrHfHx8sH79eixatAj9+/fP0TWlUimqVq2K5cuXKz3+fQKVXa9HdvuZksnDWaytrfHkyRNcuHABfn5+8PPzk33b3bVrFwCgSZMmePv2LU6ePImLFy9i69atWLFiBTZu3PjTb885LWKqSuw5jT8n1PUz+DbeMWPGYMeOHRg/fjzq168PExMTcByHXr16yc0vyqLuD65ly5Zh0KBBsp/b2LFjsXDhQty9e1c22T63LC0t0bJlSwCAh4cHnJ2d0b59e6xatUqu99LZ2Rn+/v7IyMiAtra2bH+1atVydb1SpUohKCgINjY2cvutra0B/PclomTJkgCA8PBwhZ9VeHg46tatCyCz/pWXl5fc8Z/9jqlbyZIlIZFIEBERIXseQOa8uqioKJQqVSrX55w6dSoaN24Me3t72Y0TWTd6hIeH4/379z+do1qmTBkEBgbKxZn1+B+9poURJVokR2bOnIm9e/di8eLFCsccHR3BGIO9vb3sG7kyWXfKvXnzRu7uP7FYjNDQULk3xSNHjsDBwQHHjh2T+/CcPXu23DlzWx3c3t4edevWha+vL0aPHo1jx46hc+fOct3Vjo6OuHz5Mho2bJjrDyN9fX00b94cf//9N8LCwhTeML7Xvn17LFy4ELt371aaaEkkEuzfvx9mZmZo2LCh3LF169bB29sb48eP/+mQyLccHR3h7++PFi1a8FJdXUdHBx06dECHDh0glUoxcuRIbNq0CX/++aesR8rc3BxeXl7w8vJCYmIimjRpAm9v72wTrXLlykEqlSIoKAguLi6y/V++fEFsbKzCXZr5Gb+joyOeP3/+w3Pkx8/gyJEjGDhwIJYtWybbl5qaqnB3YG5kvW6BgYFwcHCQ7U9PT0dISIgsCcpStWpVVK1aFTNnzsQ///yDhg0bYuPGjZg3b57KMXyrXbt2aNq0KRYsWIDffvsNBgYGADL/ju7evYvjx4/D09NT5fO7uroiKCgIHz9+lHu+WTcDZX3JqlGjBoDM6RDfJgCfPn3Chw8fMGzYMACZyWFOe9Pyy7extm3bVrb/wYMHkEqlsuO58f79e7x7905pr2jHjh1hYmLy09+74OBguS+tOX1NCyMaOiQ54ujoiH79+mHTpk0K3d9du3aFUCiEj4+Pwrc1xpjszqjatWvDwsICW7Zskav0u2/fPoUhm6xv8N+e7969e7hz545cO319fQDI1YdJz549cffuXWzfvh2RkZEKd3l5enpCIpFg7ty5Co8Vi8U/vdbs2bPBGEP//v2VDmc8fPhQ1vvRoEEDWbX4M2fOKLSdMWMGXr9+jalTp8olfb6+vhg7diz69u2bba9Idjw9PfHx40ds2bJF4VhKSgqSkpJydb7c+PYuOQAQCASyBDtryOD7NoaGhnByclI6pJAl6wNk5cqVcvuzXpt27drlKe4sOYm/W7du8Pf3x/HjxxUen/X7nB8/A6FQqPD3t2bNmmxvp8+Jli1bQkdHB6tXr5Y797Zt2xAXFyd7XePj4xWqd1etWhUCgUDu55bX8g5A5tygqKgoudduxIgRsLGxwYQJE/D69WuFx+S0FynrvWDbtm2yfVKpFDt27IC5uTlcXV0BAJUrV4azszM2b94s9/pu2LABHMfJSsWULFkSLVu2lPuXn5KTkxEQECBXRqR58+YwNzeX3aH9baz6+voq/W1s3rwZx48fl/s3ZswYAMBff/0lNxrw9etXhcefO3cODx8+lBtJyOlrWhhRjxbJsRkzZmDPnj0IDAxE5cqVZfsdHR0xb948/PHHHwgNDUXnzp1hZGSEkJAQHD9+HMOGDcPkyZOho6MDb29vjBkzBs2bN4enpydCQ0Oxc+dOODo6yn2zb9++PY4dO4YuXbqgXbt2CAkJwcaNG1GpUiW55EVPTw+VKlWCr68vKlSoAHNzc1SpUuWHc2Q8PT0xefJkTJ48WbYszreaNm2K3377DQsXLsSTJ0/g7u4ObW1tBAUF4fDhw1i1atUP/+gbNGiAdevWYeTIkXB2dkb//v1Rvnx5JCQk4Nq1azh16pTcN/zdu3ejRYsW6NSpE/r06YPGjRsjLS0Nx44dw7Vr19CzZ09MmTJF1v7ff//FgAEDYGFhgRYtWigMcTZo0EDu2/j3+vfvj0OHDmH48OG4evUqGjZsCIlEgoCAABw6dAgXLlxQuMVaXYYMGYLo6Gg0b94ctra2ePfuHdasWYMaNWrIeqIqVaqEZs2awdXVFebm5njw4AGOHDmC0aNHZ3ve6tWrY+DAgdi8eTNiY2PRtGlT/Pvvv9i1axc6d+6stH5afsU/ZcoUHDlyBD169MDgwYPh6uqK6OhonDp1Chs3bkT16tXz5WfQvn177NmzByYmJqhUqRLu3LmDy5cvw8LCQuXna2VlhT/++AM+Pj5o3bo1OnbsiMDAQKxfvx516tRBv379AAB///03Ro8ejR49eqBChQoQi8XYs2cPhEIhunXrJjvf2rVr4ePjg6tXr6q0jAwAtGnTBlWqVMHy5csxatQoaGtrw9zcHMePH0eHDh1QvXp19OrVC3Xq1IG2tjbCwsJw+PBhAMrnun2rU6dOaNGiBRYuXIjIyEhUr14dJ06cwK1bt7Bp0ya5nu+lS5eiY8eOcHd3R69evfD8+XOsXbsWQ4YMketVzU5cXJzs5pWs8iBr166FqakpTE1N5X7fb9y4gRs3bgDITFySkpJk7yFNmjSR9Yb/+++/cHNzw+zZs2X1BPX09DB37lyMGjUKPXr0gIeHB27evIm9e/di/vz5MDc3z3VM7u7uCs8n6wto06ZN5X53GzRogJo1a6J27dowMTHBo0ePsH37dpQpUwbTp0+XO0deX1ONxcOdjkTD/aiS78CBAxkApZXhjx49yho1asQMDAyYgYEBc3Z2ZqNGjWKBgYFy7VavXs3KlSvHRCIRq1u3Lrt9+zZzdXVlrVu3lrWRSqVswYIFsnY1a9ZkZ86cUSgXwBhj//zzD3N1dWU6OjpypR6+LwHwrYYNGyotB/CtzZs3M1dXV6anp8eMjIxY1apV2dSpU9mnT5+yfcy3Hj58yPr06cNKlSrFtLW1mZmZGWvRogXbtWuX3K3yjDGWkJDAvL29WeXKlWXXa9iwIdu5c6fCcijfLpGk7N+3Veezk56ezhYvXswqV67MRCIRMzMzY66urszHx4fFxcXJ2kHJrfQhISEMgMKSJFevXlW4xf/7n9eRI0eYu7s7s7a2Zjo6Oqxs2bLst99+Y+Hh4bI28+bNY3Xr1mWmpqZMT0+POTs7s/nz57P09HRZG2U/24yMDObj48Ps7e2ZtrY2K1OmDPvjjz8UlgBSVnGcscyyJT+7bT4n8TOWWW5j9OjRrHTp0kxHR4fZ2tqygQMHssjISFmbvPwMsp7HwIEDZdsxMTHMy8uLWVpaMkNDQ+bh4cECAgIU2v3o7/v78g5Z1q5dy5ydnZm2tjazsbFhI0aMkCtJEhwczAYPHswcHR2Zrq4uMzc3Z25ubuzy5cty58lteYfsynxklYT5/nc9PDycTZkyhVWqVInp6ekxkUjEHBwc2IABA+TKefzodUhISGDjxo1jJUqUYDo6Oqxq1aps7969SuM4fvy4bAUNW1tbNnPmTLnf0x/J+jtS9u/797is103Zv29L22T9DSord7N582ZWsWJFpqOjwxwdHdmKFSsU3ltyE9P3sns9Z8yYwWrUqMFMTEyYtrY2K1u2LBsxYgT7/Pmz0vPk5TXVVBxjBTwzj5DvSKVSWFlZoWvXrkqHUgghhJDCiuZokQKVmpqqMF9i9+7diI6OVnkogRBCCNFU1KNFCtS1a9cwYcIE9OjRAxYWFnj06BG2bdsGFxcXPHz4MNvCeoQQQkhhRJPhSYGys7NDmTJlsHr1akRHR8Pc3BwDBgzAokWLKMkihBBS5FCPFiGEEEJIPqE5WoQQQggh+YQSLUIIIYSQfEJztHhmamqKtLQ02TpPhBBCCNF84eHhEIlEP10thBItnqWlpSksXUEIIYQQzZbTz25KtHiW1ZMVHBzMcySEEEIIyakfLXX2LZqjRQghhBCSTyjRIoQQQgjJJ5RoEUIIIYTkE0q0CCGEEELyCSVahBBCCCH5hBItQgghhJB8QokWIYQQQkg+oUSLEEIIISSfUKJFCCGEEJJPKNEihBBCCMknlGgRQgghhOQTSrQIIYQQQvIJJVqEEEIIIfmEEi1CCCGEkHxCiRYhhBBCSD6hRIsQQgghRUJGegY2T9iML6Ff+A5FhhItQgghhBR6GekZWD5gOS5uu4jZbWcj4l0E3yEBoESLEEIIIYUcYwyrfl2F++fuAwAiP0RiVptZiPsax3NklGgRQgghpJDjOA6NejSCUEso21fLoxaMLIx4jCoTJVqEEEIIKfR+6fgLJuycAKGWEB5DPDBk2RAIBPynOVp8B0AIIYQQog6/dPwFC68uhF1VO41IsgBKtAghhBBShDhUd+A7BDmake4RQgghhOSARCLBwXkHEf05mu9QcoQSLUIIIYQUClKpFJvHbcaRJUfg3dYbUZ+i+A7ppyjRIoQQQkihsH3qdlzZfQUA8OnNJ8xqPQsxX2J4jurHKNEihBBCSKHgUN0BHMfJth1rOsLYwpjHiH6OEi1CCCGEFArN+zfHmM1jIBAIUKddHYzdOlaudpYmKvKJ1s6dO8FxnMK/adOmybXbtm0bKlSoAF1dXVSvXh1nzpxROFdcXBx+/fVXmJubw8jICN27d0d4eHhBPRVCCCGk2GvSswlmnZ6FiTsnQktb84snaH6EanL+/HmYmJjItkuXLi37/4MHD2Lo0KGYMWMGmjdvDl9fX3Tp0gU3b97EL7/8ImvXs2dPvHjxAhs3boSuri5mzJiBNm3a4MGDB9DSKjYvJSGEEMKrKo2r8B1CjnGMMcZ3EPlp586d8PLywtevX2Fpaam0TcWKFeHq6or9+/fL9jVo0ACmpqY4d+4cAODOnTto0KABLly4AHd3dwBAYGAgXFxccPDgQXh6eqoUn4NDZr2P4OBglR5PCCGEFEXXD15HLfdaMDLnfxkdZXL6+V3khw5/Jjg4GK9fv1ZIlHr16oUrV64gLS0NAODn5wdTU1O0atVK1qZixYqoUaOGLBkjhBBCSN75bfbDmmFr4N3eWyMWhs6LYpNoVa5cGUKhEA4ODli4cCEkEgkAICAgAADg7Ows197FxQXp6ekICQmRtatYsaLc3Q5Z7bLOkR0HB4ds/4WFhanrKRJCCCGF3qUdl7Bt8jYAwLvn7+DdzlvjSzj8SJGfWFSyZEn4+PigXr164DgOp06dwsyZM/Hx40esXbsWMTGZPzxTU1O5x5mZmQEAoqMzK8/GxMQotMlql9WGEEIIIXmTkZYht60t0oa2SJunaPKuyCdaHh4e8PDwkG27u7tDT08PK1aswIwZMwokhh+N32aN8RJCCCEEaDu8LYTaQmyZsAVlK5XFzBMzYWhqyHdYKivyiZYynp6e+Ouvv/DkyRNZz1VcXBxKlCgha5PV02Vubg4gs+dK2TBfTEyMrA0hhBBC8s7jVw8YmRuhUsNKGl+Q9GeKzRyt7GTNzfp+nlVAQAB0dHRkPU7Ozs4IDAzE9zdpBgQEKMzvIoQQQkjeNOjSAKbWpnyHkWfFMtE6ePAghEIhatasCQcHB1SoUAGHDx+Wa+Pr64sWLVpAR0cHANCmTRvExMTgypUrsjavX7/G48eP0bZt2wKNnxBCCCkKXt15heSEZL7DyFdFfujQw8MDzZs3R9WqVQEAp06dwubNmzFu3DjZUKG3tzf69u0LR0dHuLm5wdfXF/fu3cONGzdk56lfvz48PDwwePBgLFu2TFawtFq1aujatSsvz40QQggprJ5ee4pFnotQrko5zDw+EwYmBnyHlC+KfMHScePGwc/PDx8+fIBUKkWFChUwZMgQjBkzRq5Uw7Zt27Bo0SK8f/8eFStWxIIFC9C+fXu5c8XFxWHixIk4duwYxGIx3N3dsWbNGpQqVUrl+KhgKSGEkOLm5T8vMb/LfKSlZNaqdKjugD9P/qmxxUmVyennd5FPtDQdJVqEEEKKmxMrT2DvrL2ybRMrE8y9MBelnFTvuChoVBmeEEIIIRqp8/jO6D+3PwDAyNwIs0/PLlRJVm4U+TlahBBCCNE8ncZ1gq6BLsrXKY+ylcryHU6+oUSLEEIIIbzwGOLx80aFHA0dEkIIISTfRLyLkE16L44o0SKEEEJIvvgc8hkz3WdiYY+FSE1O5TscXlCiRQghhBC1i/wQCZ/2PogOj8bzG88xv8v8Il+cVBlKtAghhBCidjcP38TXsK+y7aAHQQjxD+ExIn5QokUIIYQQtes8vjO6T+0OABAIBZi4ayIqN6rMc1QFj+46JIQQQojacRyHXjN7QaQvglVZK9RtX5fvkHhBiRYhhBBC8k2XiV34DoFXNHRICCGEkDxJS0mDOEPMdxgaiRItQgghhKgsIy0DS3ovwV/9/kJ6ajrf4WgcSrQIIYQQohJxhhjLBy6H/9/+eOD3AIt6LirWxUmVoUSLEEIIISq5fuA67p+7L9t+evUprh+4zmNEmocSLUIIIYSopHn/5mg7vK1su81vbdDKqxWPEWkeuuuQEEIIISrhOA5ei70g0hchPjIeXou9wHEc32FpFEq0CCGEEKIyjuPQZ3YfMMYgENBA2ffoFSGEEEJIjjDGlO7nOI6SrGzQq0IIIYSQnzq+/DhW/bqK6mXlEg0dEkIIIeSHzm08h33e+wBk1s0av308tEXaPEdVOFCPFiGEEEKy9fTaU2yful22fe/0Pfgu8OUxosKFEi1CCCGEZKty48pw6+sm23ao4YCuk7ryGFHhQkOHhBBCCMmWUCjEiHUjIDIQ4eWtl/jzxJ/QN9bnO6xCgxItQgghhPyQQCDAr0t/RUpCCiVZuURDh4QQQgj5KY7jKMlSASVahBBCCAEAvHn0Brum74JUKuU7lCKDhg4JIYQQgvcv32Nel3lIjElE3Nc4jNowCkItId9hFXrUo0UIIYQUc1/DvmJOxzlIjEkEANzwvYGNYzbyHFXRQIkWIYQQUsyZ2pjCub6zbFukL0JLr5Y8RlR0UKJFCCGEFHPaOtqYsGMCmvZuCm2RNn4/+Dsq1q3Id1hFAseyWyGSFAgHBwcAQHBwMM+REEIIKe6kUinev3gPu6p2fIei8XL6+U09WoQQQggBkFkvi5Is9aJEixBCCClG0lLScHH7RdCAVsGg8g6EEEJIMZGRloGlfZfiyeUneP/iPQYvHQyBgPpc8hO9uoQQQkgxIBFLsPLXlXhy+QkA4PyW81g3Yh0VJ81nlGgRQgghxYA4Q4y05DS5faY2puA4jqeIigdKtAghhJBiQKQnwu8Hfke9jvUAAK2HtkY/n36UaOUzmqNFCCH5hDFGH2JEo2iLtDFx50Rc3XcVzfs3p9/PAkCJFiGE5JPUpFQwxqBroEsTjonGEGoJ0XIgVX0vKBqRaIWGhuLkyZO4ffs2Xr58icjISHAcB0tLS7i4uKBhw4bo2LEj7O3t+Q6VEEJyTM9QDwAgkUh4joQUR28evYFTLSe+wyj2eP2KdebMGTRr1gxOTk6YOHEinjx5AltbW7i5uaFp06YoVaoUnjx5gokTJ8LJyQlNmzbFmTNn+AyZEEJyTSgU8h0CKWYu77qMac2mYZ/3PqqXxTPeerR++eUX+Pv7o1OnTjh06BBatmwJY2NjpW3j4+Nx6dIlHDlyBJ6enqhevTru3LlTwBETQkjORH6MhGVpS77DIMXUrSO3sGnsJgDA8eXHkZKYgsFLqF4WX3hLtNzc3HDy5EnY2Nj8tK2xsTG6deuGbt264fPnz1i1alUBREgIIbkXFhCGSfUnoW77uujr0xclHUryHRIpRhhjuLLrilwv1stbL5GalAp9I30eIyu+aFFpntGi0oQULSt/XYlbh2+B4zisfLASpcuX5jskUsykpaRhSe8l8P/bHyUdS2LO+TkwszHjO6wiJ6ef3xoxGZ4QQooKzz88oaWtBalUSkkW4YVIT4RpvtOwa8YudB7fmZIsnmlMj9bu3bt/eJzjOOjq6sLW1ha1atWCSCQqoMjyF/VoEVI0UQ0tQoq2QtejNWjQINmb0ve537f7OY6DsbEx/vjjD0ydOrXA4ySEkJygJIsUhKS4JBiYGPAdBvkBjbkF4cmTJ6hWrRrc3Nxw9OhR+Pv7w9/fH0eOHEGzZs1Qo0YN3L59G0ePHkWtWrXwxx9/YMOGDXyHTQghAIBPbz7RbfSkQH0J/YIJdSfg2LJjfIdCfkBjhg69vLwQHh6O8+fPKxxjjKFNmzawtbXF1q1bIZVK0bhxY8THx+PZs2c8RKs+NHRISOH3NewrRlcfjQp1KmDQ4kFwrOHId0ikiIv8GIlZHrMQ8T4CANB1Ulf0ntWbelILUE4/vzWmR+vEiRPo1KmT0mMcx6Fjx444diwzaxcIBOjWrRvevHlTkCESQohSJ1edhEQswas7rwCN+OpKirq9f+6VJVkAcHrNaXwI/MBjRCQ7GjNHSyqVIjAwMNvjAQEBkEqlsm2RSARdXd2CCI0QQn6ox+89oGugi4h3EXCsSb1ZJP8NWzkMkR8iEXA3AAKhABN2TkAZ5zJ8h0WU0JhEq2PHjli/fj2cnJwwZMgQWRKVmpqKLVu2YOPGjejZs6es/Z07d+DkRGs4EUL4Z2Jlgn4+/WiOFikw+sb6mHliJv7q+xea9m6Kuu3r8h0SyYbGzNGKjo5G+/btcffuXejo6KBkycxqyuHh4UhPT0fdunVx7tw5mJubIzU1FWPGjEHz5s3Ru3dvniPPG5qjRQghRFVURoQ/Of381phEC8j8hTl+/DguXLiAd+/eAQDKlSsHDw8PdO7cuUiu00SJFiGF19snb2FX1Y4WjSb5ipIpzVQoE63iiBItQgqn6PBojKo2ClZlrTBk2RBUa1aN75BIESSRSLB6yGo413dGm2Ft+A6HfKPQFSwlhJDCxG+THzLSMvAp6BN0dHX4DocUQVKpFBvHbMTto7dx++htpCamosvELnyHRXJJYxItxhg2b96Mbdu2ITg4GDExMQptOI6DWCzmITpCCJHX/ffuMLEywdvHb+H8izPf4ZAi6OTKk7i696pse5/3PpSuWBp129HE98JEYxKtqVOnYvny5ahRowb69esHMzNaBJMQorlEeiK0H9We7zBIEdZiYAvcOX4Hwf6ZQ1ONejSCa2tXnqMiuaUxc7Ssra3RrFkzHDp0iO9QChTN0SKEEJKdpLgkLOi+AMaWxpi0exK0tDWmf6TYK3RztFJSUtCyZUu+wyCEkB96fuM5nGo7QVefCiaT/GdgYoA/T/4JgUBASVYhpTH1Elq0aIH79+/zHQYhhGQr+nM0FnRfgFFVR+HOyTt8h0OKCV19XbrhohDTmERr/fr1uHv3LhYsWICoqCi+wyGEEAV/7/4b6anpiPsaBxMrE77DIUXIzcM38ffev/kOg+QDjZmjZWRkBKlUitTUVACArq6uQhFAjuMQFxfHR3j5huZoEVJ4SCQS3Dl+B89vPMfw1cP5DocUEXdO3sGKQSsglUgxdPlQeAzx4DskkgOFbo5Wt27dqPItIUSjCYVCNOreCI26N+I7FFJE+F/1x0qvlZBKpACALRO3QFukjeb9m/McGVEXjUm0du7cyXcIhBBCSIEq41IGpZxKISwgDABgXc4a1ZrTKgNFicbM0SKEEE314PwDxH0tWtMWiGYwL2EO73PesK9mD4vSFvA+6w3L0pZ8h0XUiLcerd27dwMA+vfvD47jZNs/M2DAAJWvmZiYCGdnZ3z8+BH3799H7dq1Zce2bduGxYsX4/3796hYsSLmz5+P9u3lixHGxcVh4sSJOH78ODIyMuDh4YE1a9agZMmSKsdECNFsMV9isGLgCgDAoMWD0GpQK54jIkWNiaUJZp+ZjcSYRFiXteY7HKJmvCVagwYNAsdx6NWrF3R0dDBo0KCfPobjuDwlWnPnzlW6hM/BgwcxdOhQzJgxA82bN4evry+6dOmCmzdv4pdffpG169mzJ168eIGNGzdCV1cXM2bMQJs2bfDgwQNoaWnMKCwhRI3unriLtJQ0AEApp1I8R0OKKkNTQxiaGvIdBskHvN11+O7dOwBAuXLl5LZ/Jqt9bgUEBKB27dpYtmwZhg8fLtejVbFiRbi6umL//v2y9g0aNICpqSnOnTsHALhz5w4aNGiACxcuwN3dHQAQGBgIFxcXHDx4EJ6enirFRXcdEqL5nl1/hkcXHmHggoF8h0IKsdDnofgc/Bm/dPzl542JxtP4uw6/T5hUTaByasyYMRg+fDgqVqwotz84OBivX7/G4sWL5fb36tULU6ZMQVpaGkQiEfz8/GBqaopWrf4bNqhYsSJq1KiBc+fOqZxoEUI0X9WmVVG1aVW+wyCF2IfAD5jTcQ4SoxMxetNoNOnZhO+QSAEpFuNdR44cwbNnz3D06FE8evRI7lhAQAAAwNnZWW6/i4sL0tPTERISAmdnZwQEBKBixYoKJShcXFxk58hOVtarTFhYGMqUKZObp0MIIaQQCQ8Oh08HH8RHxgMA1gxbA3GGGM37UQmH4oC3RKt589z/gnEchytXruTqMcnJyZg4cSIWLFgAY2NjheMxMTEAAFNTU7n9ZmZmAIDo6GhZu+/bZLXLakMIKTqu7L4C5/rOKF2+NN+hkEJOS1tLbgkdbZE2rMvRpPfigrdESyqV5rpAqSrTyebNmwcbGxt4eXnl+rHq8qPx2x/1dhFC+PE55DM2jdsEMMBriRfaDGvDd0ikELMqY4U55+fAp70Pvr7/iqkHpqJK4yp8h0UKCG+J1rVr1/L9Gu/evcOyZctw/Phx2dI9iYmJsv8mJibKeq7i4uJQokQJ2WOzerrMzc0BZPZchYWFKVwjJiZG1oYQUjT4/+0PJmVgjMGlvgvf4ZAiwKKUBeacn4N3L96hult1vsMhBahIz9EKCQlBeno62rVrp3DMzc0N9erVk91pmDUHK0tAQAB0dHRkPU7Ozs64fPkyGGNyPXEBAQGoWpUmyRJSlHj86gGX+i7w/9sfdlXt+A6HFBGm1qYwtTblOwxSwDRmUeks169fx9mzZ+XKP7Rr1w5NmzbN9bliY2Px5MkTuX1PnjzBhAkTsHHjRtSpUwe1atVCxYoVUadOHezdu1fWrlGjRjA2NlYo73Dp0iW0bNkSAPD69Ws4OztTeQdCCCEAgMTYRIQ+C6WhwWJA48s7fC89PR29e/fGiRMnwBiTTTyPjY3FsmXL0KVLFxw4cADa2to5PqepqSmaNWum9Jirqytq1aoFAPD29kbfvn3h6OgINzc3+Pr64t69e7hx44asff369eHh4YHBgwdj2bJlsoKl1apVQ9euXVV+3oQQQoqG5IRkzOsyD6FPQzFh5wTU61CP75CIBtCYtQ59fHxw/PhxTJo0CeHh4YiOjkZ0dDQ+f/6MyZMn49ixY5gzZ06+XLt3797YsmUL9u/fDw8PD9y+fRvHjx9H/fr15dr5+vqiVatWGDZsGPr06YPy5cvj3LlzVBWekCLiyJIjCLj743IthCiTmpyKhd0X4s3DNxBniLFswDLcOnKL77CIBtCYoUN7e3s0a9YMO3bsUHp80KBBuHbtGkJDQws2sHxGQ4eEaIZg/2BMbTwVADBg/gB0HNOR54hIYfIl9Av+9PgT0eH/lfsZMG8AOo6l36OiKqef3xrToxUeHo569bLvZq1Xrx4+f/5cgBERQoqT0Geh0BZpQ6glpCEfkms2djaYc34OrMpYAQB6zuhJSRYBoEFztGxtbXHt2jUMHz5c6fHr16/D1ta2gKMihBQXzfs1R/Xm1fHqn1ewsbPhOxxSCJWwL4G5F+bi7sm7aDdS8W53UjxpTI/WwIEDcejQIQwfPhyBgYGQSCSQSqUIDAzEiBEjcPjwYQwaNIjvMAkhRZhFKQs06t6I7zBIIWZpa4n2o9rnuiA3Kbo0Zo6WRCLBr7/+it27d4PjOAgEmTmgVCoFYwwDBw7Etm3bZPuLCpqjRQghhYtUKsXH1x9RxpnWqS3Ocvr5rTGJVpanT5/i7NmzeP/+PYDMOlpt27ZFtWrVeI4sf1CiRQi/Nk/YjKrNqqJeh3pF7oscUT/GGLZM3ILr+69j6oGpqN6cqrwXV4U20SpuKNEihD/PbzyHd3tvAEBfn77oMqELvwERjcYYw45pO3BuQ2Yha20dbUzaOwm1W9fmOTLCh0JXsDRLSEgI/Pz8ZJXh7ezs0Lp1a9jb2/McGSGkqImNiIWhmSEyUjPg1teN73CIhov5HINbh/+rjZWRnoFbh25RokV+SKN6tCZNmoRVq1ZBKpXK7RcIBBg/fjz++usvniLLP9SjRQi/khOS8ebhG1RrVjSnJxD1CgsIw5yOcxDzOQaurV0xee9kaOvkfMUSUnQUujpay5Ytw4oVK9C1a1fcuXMHsbGxiI2NxZ07d9C9e3esWLECK1as4DtMQkgRo2+kT0kWybEyzmUwx28O3Pq6YdLuSZRkkZ/SmB4tZ2dnODs748SJE0qPd+7cGQEBAQgIKFrLY1CPFiGEEFL4FLoerdDQUHh4eGR73MPDo8gtv0MIKXhSqRQLeiyA32Y/ZKRl8B0O0WAJ0Ql8h0CKAI1JtKytreHv75/tcX9/f1hZWRVgRISQouje6Xt4dOERtk3eBr9NfnyHQzTUtQPXMKraKLy684rvUEghp1Ki9f79e9y6Jb8qub+/PwYMGICePXtmO/z3Iz169MDWrVuxaNEiJCUlyfYnJSVh8eLF2Lp1K3r27KlKuIQQIqOtow3rctYwNDNES6+WfIdDNNDto7exfsR6JMcnY17neXh2/RnfIZFCTKU5Wp07d0ZiYiIuX74MAPjy5QtcXFyQnp4OIyMjRERE4PDhw+jatWuOz5mcnIwOHTrg6tWr0NLSQqlSpQAAnz59glgshpubG06fPg19ff3chqvRaI4WIQVPnCHGh4APsKtqx3coRMOkJKZgVNVRiI+Kl+1zqO6ARdcXUUFbIidf52j9+++/aNWqlWx79+7dSElJgb+/Pz5+/IgWLVrkuhSDvr4+rly5guPHj2Pw4MFwcXGBi4sLBg8ejBMnTuDy5ctFLskihPBDS1uLkiyilJ6hHmaemAlDM0MAmQtFTzs0jZIsojKVCpZGR0fD2tpatn3mzBk0bdoUjo6OAICuXbti+vTpKgXUqVMndOrUSaXHEkJIdqRSKX1YkhxxqO4An3M+2DB6AybtngTzkuZ8h0QKMZXedaysrGSV22NjY3H37l25OwbFYjHEYnGuzhkSEoLTp09ne/z06dN01yEhRCXiDDF+b/I7Ds47iKS4pJ8/gBR75SqXw8K/F8KqDN2ERfJGpR6tli1bYvXq1TA2Nsa1a9cglUrRuXNn2fGXL1+iTJncrWo+efJkxMfHo0OHDkqPr1u3Dqampjh48KAqIRNCirFr+68h5GkIQp6GwMTaBG2GteE7JKIhJGIJhFpCpcc4jivgaEhRpFKP1qJFi+Di4oLJkyfj4sWL+Ouvv2RrEaalpeHQoUNo0aJFrs55584duXlf32vRogVu3rypSriEkGKupGNJONZ0hEVpC7QcSHcakkzB/sEYV3scgv3pZiSSf1Tq0bKxscHt27cRFxcHPT096OjoyI5JpVJcuXIl1z1aMTExMDIyyva4oaEhoqKiVAmXEFLMVW5UGYuuLULUxyhoi2jJFAK8f/Ue8zrPQ3xUPLzbeWPm8ZmoUKcC32GRIihPM0NNTEzkkiwA0NPTQ/Xq1WFunrvJg2XLlsXt27ezPX7z5k3Y2tqqFCchhHAcB0tbS77DIBpAnCHGkl5LZCUckuOTsbTvUqSnpvMcGSmKVEq0rly5gqVLl8rt2759O8qWLQsbGxtMmDABEokkV+fs3bs3Dhw4gNWrV0Mqlcr2SyQSrFq1Cr6+vujTp48q4RJCiqnUpFS+QyAaSEtbCyM3jISeoR4AQKQnwoQdE6Cjq/OTRxKSeyoVLG3cuDHKlSuHvXv3AgCePXuGWrVqoVq1anBycsKRI0ewYMEC/P777zk+Z1paGtq1a4e///4bVlZWqFixIgAgMDAQX79+RbNmzeDn5weRSJTbcDUaFSwlJH8kxiZibM2xqNuhLrr/3h2Wpak3i8gLehiEJb2WYPTm0ajuVp3vcEghk68FS1+9eoXatWvLtvfs2QNjY2PcvHkTvr6+GDp0KHbv3p2rc4pEIly8eBHbtm1D3bp1ERkZicjISNStWxfbt2/H5cuXi1ySRQjJP6dWn0J8VDwu77yM0KehfIdDNFB51/JY+3QtJVkkX6k0GT4pKQnGxsay7fPnz6N169ayyu116tSR9XblhkAggJeXF7y8vFQJixBCZBp0aYD3L94jPjIerq1d+Q6HaCiRHn2BJ/lLpR6tMmXK4P79+wCAN2/e4Pnz53B3d5cdj46Opt4nQgiv7KraYZrvNMw6PYvqIRVjSXFJWNBjAcICwvgOhRRTKvVo9e3bF3PmzMHHjx/x4sULmJmZyS2b8/DhQ1SoQLfJEkL4p6uvy3cIhCcpiSmY12Uegh4E4c2DN5h1ahatcUkKnEo9WjNmzMC0adMQFhaGsmXL4sSJEzA1NQWQ2Zt17do1dOzYUZ1xEkJIjkS8i+A7BKIBGGNY2ncpgh4EAYCsXlZcZBzPkZHiRqW7Don60F2HhKjPx6CPmFB3Amq518KA+QNQyqkU3yERHvn/7Y8lvZcgLSUNADBg3gB0HEudAEQ98vWuQ3U4deoUPn36xNflCSFF0OFFhyGVSPHw/EMqPklQvXl1TD86HSJ9ETyne1KSRXih0hwtAEhNTcXRo0fx6NEjxMXFyRUZBTKrMG/bti3bx3fp0gV79uyRFSF1cHDAypUraciREKKyfj79INIXQZwuhl0VO77DIRqgcqPKWHl/Ja0KQHijUqL17t07uLm5ITQ0FKampoiLi4O5uTliY2MhkUhgaWkJQ0PDH57DyMgIsbGxsu3Q0FAkJiaqEg4hhAAALG0tMWLNCNCMCPItqzJWfIdAijGVEq0pU6YgLi4Od+/ehYODA6ytreHr64uGDRti9erVWLt2LS5cuPDDc9StWxfz58/Hly9fYGJiAgA4d+4cPn/+nO1jOI7DhAkTVAmZEFKMUDmH4kUqlcJ3vi9aDGgB63LWfIdDiByVJsNbWlpixIgRmDt3LqKjo2FpaYlLly6hRYsWAIDBgwfjy5cvOHv2bLbnePPmDQYMGIC7d+9mBsJxP/0WynFcrtdQ1HQ0GZ6QvGGM4enVp6jmVo0SrGKIMYZtU7bh/ObzsChlgdlnZtNNEKRA5Otk+OTkZNjZ2QEAjI2NwXEc4uL+u2W2fv36uHXr1g/P4eTkhH/++QfJyckIDQ0FYwwrV65ESEhItv8oGSGEfO/uybuY23kupreYjvDgcL7DIQVsn/c+nN98HgAQ9SkKs1rPohIfRKOoNHRYtmxZfPjwIfMEWlooXbo07t69i65duwIAXr58CV3dnBUJ1NXVRdmyZTF79mw0b94c5cqVUyUkQkgxdXrtaQDA5+DPMLEy4TkaUtDK1y4PLW0tiDPEmdt1ysO8lDnPURHyH5USrebNm+PkyZOYPXs2AGDQoEFYuHAhYmJiIJVKsWfPHgwYMCBX58w6FwAkJiYiLCxzuYQyZcr8dGI9IaT4mnF0Bk6uOgmLUhbQN9LnOxxSwOp1qIepB6Ziad+lqNy4MibunAgtbZVvqCdE7VSao/X+/Xvcv38f7du3h0gkQmpqKkaPHo2jR49CKBSiffv2WL16tdzC0zlx//59TJ06Fbdu3ZKVixAIBGjcuDGWLFmC2rVr5zZUjUdztAghJO+CHgShbOWytEg0KTA5/fzWmMrw9+7dQ7NmzaCjo4M+ffrAxcUFAPDq1SscOHAA6enpuHbtGurWrctzpOpFiRYhhBBS+BS6RKtly5YIDQ3FrVu3UKJECbljX758QcOGDWFvb49Lly7xFGH+oESLkNxLiEnAneN30Lx/cxomKkauHbiGKo2rUPFRohFy+vmt8jtUUlISjh49iuDgYMTExCiUZuA4DqtWrcrx+e7du4dZs2YpJFkAYGNjg2HDhmHu3LmqhksIKUKOLzuOU6tP4dTqU5h7YS7MbMz4DonkswvbLmDLhC2wLmcNn3M+VISUFBoqJVpXrlxBjx495Cq7fy+3iZZAIIBYLM72uEQigUDA29KMhBANIRFL8OjCIwCAmY0ZTK1N+Q2I5LvLuy5jy4QtAICIdxGY1XoWfPx8YF2WipMSzadS5jJq1CgYGBjgwoULiI2NhVQqVfiX28KiDRo0wLp16/Du3TuFY+/fv8f69evRsGFDVcIlhBQhQi0hlt5aisFLBqP/vP5UpLQY0DXQlfuirW+sD12DnJUQIoRvKs3R0tfXx+LFizFmzBi1BfL48WM0adIEYrEYXbp0QYUKFQAAgYGBOHnyJLS0tHDz5k1Ur15dbdfUBDRHixBCfu72sdtY9esqlK5QGt5nvWFiSTXTCL/ydY5WtWrV5CrBq0PNmjVx7949zJgxA6dOnUJycjKAzKSudevWmDdvHipVqqTWaxJCCCkcGnZtCD1DPTjUcKAkixQqKvVoXb9+Hb1798apU6fypbaVVCrF169fAQBWVlZFem4W9WgRkjMBdwPw5PITdBrfCXqGenyHQwgp5vK1R6tp06ZYuXIl6tevDxcXF5QpUwZCoVCuDcdxOHnypCqnh0AggI2NjUqPJYQUPYwx7Jq+C0EPgnDj4A2serQK2jrafIdF8sHjS49hX92ebnIgRYZKidbRo0fRr18/SCQSfPjwAQkJCQptaIIqIURd4qPiwaSZne+NejSiJKuI+vfMv1g2YBlKOJTA7DOzYV6C1iwkhZ9KQ4fly5eHrq4ujh49Kpu0TlRDQ4eE5IxUKsWdE3dQs2VN6BvTmoZFzQO/B/ir31+yxaFLOZWC91lvmJekZItoppx+fqs0+enTp08YMWIEJVmEkAIjEAjQsGtDSrKKqNiIWFmSBQDpqekQp2dfW5GQwkKlRKtOnTp4//69umMhhBA5GrJCGCkALQe2xMh1I8FxHCxKW8D7rDesy1FBUlL4qTRHa82aNejQoQNq1aoFT09PtQSye/duNGnSBHZ2dkqPh4aG4saNGxgwYIBarkcI0XwH5h5AQlQCPKd70jI7xUDz/s2ho6cDx5qOKGGvuBwbIYWRSnO0qlWrhujoaISHh8PQ0BC2trZK7zr09/fP8TmFQiH27NmDPn36KD3u6+uLPn365LrivKajOVqEKBf5IRJjao5BRloGqrlVw6yTs/gOiRBCZPK1vIO5uTksLCxQvnx5VR6u1M/yvaSkJGhpqbwGNiGkkJGIJajatCoeXXwEz+nq6TknmiHoQRBKOJaAkZkR36EQku9UylyuXbumlos/ffoUT548kW3fvHlT6cLSsbGx2LhxI02+J6QYsbGzwfQj0xH6PBR2Vez4DoeoyYtbL7Cg2wKUrlAaf578E0bmlGyRok2loUN18fHxgY+PT2YgHPfDXi1TU1Ps3r0b7du3L6jwCgQNHRJCiovnN55jYY+FSEtJAwCUq1IOs07NoiV1SKGUr0OH6jJs2DC0b98ejDHUrVsXc+bMQZs2beTacBwHAwMDODo60tAhIcVAcnwylXAooj6+/ihLsgAg6mMUYr/EUqJFijReM5eSJUuiZMmSyMjIwIoVK9C1a1eUKVOGz5AIITwSZ4jxR/M/UMqpFPrP649STqX4DomokccQD0glUmybsg1G5kaYfXo2ylUux3dYhOQrjegiEggEmDx5MjiOw9ixY/kOhxDCk0s7LuHj64/4+PojnOs7o9O4TnyHRNSszW9tINASoGK9ijT3jhQLGpFoCYVClCtXDmlpaT9vTAgpsup1qIfgJ8F49c8rtB3elu9wSD7x+NWD7xAIKTC5rgyfmpqK1atX48aNG2oNZMyYMdi8eTOio6PVel5CSOFhXtIco9aPwl///AVtES0cXZi9uvMKyQnJfIdBCO9y3aOlq6uL33//HatXr0aTJk3UFohEIoFIJIKjoyO6d+8OOzs76OnpybXhOA4TJkxQ2zUJIZpJV1+X7xBIHjy+/BhLei+BfXV7zDw+E/pGdHMDKb5UKu9Qp04duLu7Y/78+WoLRCD4eecax3FUGZ6QIujl7ZdwaeACjuP4DoXk0aOLj7C0z1JkpGcAACrWq4iZx2dCz1DvJ48kpHDJ1/IO8+fPR58+feDm5oaWLVuqcgoFISEhajkPIaRweX7jObzbe6NCnQoYtWEUSlcozXdIJA/ev3wvS7IA4EvIF8R+iaVEixRbKiVaa9euhbm5OTw8PGBvbw97e3ulw3wnT57M8TnLlaNbfAkpjo4vPw4AePf8HXQNaciwsOs8vjMkGRIcmHsAZjZm8D7rjZKOJfkOixDeqJRoPX36FBzHoWzZspBIJHjz5o1CGxoCIITkxKQ9k3Dsr2MwMDWARSkLvsMhatBtSjeIDESo2aomSpenHkpSvPG6BM/3nj59ijVr1uDRo0eIi4uDVCqVO85xHN6+fZurc547dw6LFy/Gy5cvER8fj9KlS6Nz586YPXs2TEz+q0Z8+vRpzJw5E4GBgShbtiz++OMPeHl5yZ0rPT0dM2bMwJ49e5CQkIAGDRpg7dq1qFixosrPmeZoEUIIIYVPTj+/c13eIb9cu3YNdevWxZkzZ1CqVCkEBwfDwcEBpUqVwrt372BoaKjSXY7R0dGoV68eNm7ciAsXLmDixInYvXs3evToIWtz69YtdOnSBfXr14efnx969uyJX3/9FUeOHJE719ixY7FlyxYsWLAAx44dQ1paGlq0aIG4uLg8P39CCClsnt98LrekDiFECaYisVjMDhw4wIYNG8Y6d+7Mnj59yhhjLDY2lh09epR9/vw5V+dr3Lgxc3FxYXFxcezr16+M4zh25coVxhhjd+/eZWZmZuzcuXOqhitn8+bNDAD7+PEjY4wxd3d31qBBA7k2vXv3Zi4uLrLtsLAwJhQK2aZNm2T7oqKimIGBAVu8eLHKsdjb2zN7e3uVH09IYfQl9As7ve40y0jP4DsUoqI7J+8wTzNP5t3em6Ump/IdDiEFLqef3yr1aMXGxqJhw4bo06cPDhw4gFOnTuHr168AAENDQ4wdOxarVq3K1TkfPXqEX3/9FcbGxhAKhQAgK+VQr149/Pbbb/jzzz9VCVeBhUXmPJD09HSkpaXh6tWrcj1cANCrVy+8evUKoaGhAICLFy9CKpXKtTM3N4e7uzvOnTunlrgIKS52Td+FndN2YkrDKUhNTuU7HJJLt4/exopBKyARS/Ds+jMs6rmIerYIyYZKida0adPw4sULXLhwAcHBwWDfTPMSCoXo3r17rpMPLS0tGBkZAQBMTU2hra2NiIgI2XEHBwe8fPlSlXABZCZtqampePToEebMmYOOHTvCzs4Ob9++RUZGBpydneXau7i4AAACAgJk/7W2toaZmZlCu6w22XFwcMj2X1hYmMrPiZDCKCkuCe9fvgcA2Newp+KkhdCnN58gEf9X0zD8TTgSohJ4jIgQzaVSonXixAmMGTMGrVq1Unp3YYUKFWQ9QTnl5OSEoKAgAJmT3p2dnXH8+HHZ8bNnz6JEiRKqhAsgs3yEnp4eXF1dUbJkSezfvx8AEBMTAyAzuftWVkKVtSRQTEyMQpusdrRsECE5Z2BigOX3lmPAvAHo59OP73CICrpP7Y5O4zMX/La0tcQcvzmwtLXkOSpCNJNK5R3i4uJgb2+f7fGMjAyIxeJcnbNt27bYvn07Fi5cCC0tLUycOBFeXl4oX748AODt27dYuHChKuECyLz7MCkpCS9evMC8efPQoUMHXLp0SeXz5caP7kjIumuBkOJEW0cbHcd25DsMoiKO49DPpx/0DPXQrE8zSrII+QGVEi1HR0c8evQo2+MXL15EpUqVcnXOP//8E+PGjZPNzxo4cCCEQiGOHj0KoVCIGTNmYNCgQaqECwCoVq0aAKB+/fqoU6cOatSogePHj8vi/P7OwayeLnNzcwCZPVfK7i6MiYmRtSGEkOKC4zh0n9qd7zAI0XgqDR0OGTIE27dvh6+vr2x+FsdxSEtLw4wZM3D+/Hn89ttvuTqntrY2LCws5IYi+/Xrh+PHj+PIkSN5SrK+V61aNWhra+PNmzdwdHSEtra2wjyrrO2suVvOzs748uWLLAH7tt3387sIIYq2T92O/XP2IzWJJr8XFowxXNh6gSa6E5IHKiVa48aNw4ABA9C7d29UqFABANCnTx8YGRlh4cKFGDZsGH799ddcndPBwQGnTp3K9viZM2fUNsx27949ZGRkwMHBASKRCG5ubgo1s3x9feHi4gI7OzsAgLu7OwQCAY4ePSprExMTg4sXL6Jt27ZqiYuQoirYPxh+m/xw7K9j2DxhM9/hkByQSqXYPH4ztkzcgmX9l8mtX0gIyTmVhg45jsOWLVswcOBAHDlyBEFBQZBKpXB0dISnp6dKhUVDQ0ORmJiY7fHExES8e/cu1+ft2rUrateujWrVqkFPTw/+/v5YunQpqlWrhs6dOwPIHLZs1qwZRo4cCU9PT1y9ehX79++Hr6+v7Dy2trYYMmQIpkyZAqFQiNKlS2PBggUwMTHJde8dIcUNx3FwrOmIkKch6Da5G9/hkJ+QSCRYN3wdbvjeAAA8uvgIq35dhQk7JkCoJeQ5OkIKF5USrSyNGjVCo0aN1BXLD9dHvH//vtK7/n6mbt268PX1xaJFiyCVSmFnZ4ehQ4di8uTJ0NHRAZD5PI4dO4aZM2di27ZtKFu2LLZu3apQW2vVqlUwNDTEtGnTkJCQgIYNG+Ly5ctyS/kQQhTZV7PHgr8XIPhJMEpXoLXvNJ1AIICJtfz7WnpqOiRiCSVahOQSr2sdrlq1SlbY9N27d7C0tISBgYFCu7i4OMTGxqJPnz7Ys2dPQYeZr2itQ0KIJmKMYcvELbi47SIadGmAMVvGQFtHm++wCNEYOf38zlGPlr29PQQCAQICAqCtrQ17e/sf9j4BOVsA2traGpUrVwaQOXRYunRplC4t/22X4zgYGBjA1dUVI0eOzEm4hBANERcZBxNL6vEtjDiOw5BlQ+BY0xHN+jSjnixCVJSjRKtp06bgOA4CgUBuO6969+6N3r17AwDc3Nwwc+ZMtGjRIs/nJYTw70voF0ysNxFNejVBrz97UcJVCAkEArQYQO/JhOQFr0OHhIYOSdG1bMAy3DlxBwCw4MoCVKhTgeeIiDJxkXE4seIE+szuQ0ODhORCTj+/VSrvkB+ePHmCAwcOyO27cOECmjRpgnr16uV6kWpCCL96zeyFGi1roEmvJpRkaajo8GjMbjMbp9ecxpqha+TWLySEqIdKidaBAwd+WEDUy8sLhw4dytU5p06dKldOISQkBF26dEFISAgAYOLEidi8mervEFJYlK5QGjOOzsCINSP4DoUoER8Vj1mtZ+FD4AcAwD/H/8GG0RtAgxyEqJdKidaKFSsgEomyPa6np4cVK1bk6pz+/v5ypSJ2794NoVCIx48f4969e+jevTs2btyoSriEEJ5wHAdtEQ1HaSIjcyNUaVpFbl/52uXVMv+WEPIflRKtwMBA1KxZM9vj1atXV1jS5mfi4uJgYWEh2z537hxatWoFS8vMxUpbtWqFN2/eqBIuIaSAxH2Ng/9Vf77DIDnAcRyGrhiKxp6NIRAIMHrjaHgM8eA7LEKKHJUKljLGEBsbm+3xmJgYZGTkbrmGkiVL4tWrVwCA8PBwPHz4EF5eXrLjiYmJsrseCSGaae/svbi69yrqdayHcVvHQUdXh++QyA8IhUKM3jgarQa3QqUGlfgOh5AiSaVEq2bNmjhw4AAmTpwoq66eJS0tDfv37/9hj5cynTp1wpo1a5Camop79+5BJBKhS5cusuP+/v5qW+uQEKJ+cZFxuHfyHgBAnC6mJKuQEGoJKckiJB+p1EU0bdo0PH/+HG5ubjh9+jSCg4MRHByMU6dOoVmzZnjx4gWmTZuWq3POmzcPXbt2xZ49exAREYGdO3fCxsYGABAfH48jR47A3d1dlXAJIQXAxNIEKx+sRNPeTeG12OvnDyAF5um1p1g/aj0kErqrkJCCpnIdrZ07d2LcuHFyC0EzxmBkZIQVK1Zg8ODBagtSKpUiISEB+vr60NYuWhNrqY4WISQ/PTj/AMv6L0NGWgbc+rlhxNoRNA2DEDXI6ed3ngqWxsfH49KlS7KldhwdHeHu7g4jIyNVT1nsUKJFCMkvQQ+DMLPVTLn6WF0ndUWf2X14jIqQokGtax1mx9jYGN26dcvLKQghhdzBeQdh62yLht0aUmkADeNQwwH1O9fHrSO3AABmNmZo1KPRTx5FCFGnPCVaAJCQkIC4uDhIpVKFY2XLls3r6QkhGuzt47c4uvQoGGN4/+I99ZRoGKFQiNGbRiMtJQ0h/iGYfXo2SjqW5DssQooVlROtDRs2YPny5T/sMqOJl4QUbbERsTCyMEJyXDKa9W3GdzhECS1tLUzcORHxUfGwKGXx8wcQQtRKpRmRGzduxKhRo+Dk5IR58+aBMYbx48dj2rRpKFGiBKpXr45t27apO1ZCiIZx9XDFmsdrMHnfZJRyKsV3OMUaY0zpyAIAaIu0KckihCcqJVpr1qyBh4cH/Pz8MGzYMABAu3btMH/+fLx8+RIJCQmIiopSa6CEEM1kYGKA2q1r8x1GscYYw54/92DTuE20ViEhGkalROvt27fo0KEDAMjKLaSnpwMATExMMGTIEKxfvz7X55VIJNi1axc8PT1Rr1491KtXD56enti9ezcNQxKiQdJS0vgOgfyfVCrF1klbcWr1KVzZdQU7pu2gZIsQDaJSomViYgKxWAwg885DfX19hIWFyY4bGRnh8+fPuTpnXFwcGjZsiMGDB+PixYvIyMhARkYGLl26BC8vLzRq1Ajx8fGqhEsIUaOQpyEY7jIcfpv95MoGEH5c3nkZF7ZekG2f23AOf+/5m8eICCHfUinRqlKlCvz9/1s49pdffsGGDRvw8eNHhIWFYdOmTahQoUKuzjljxgw8fPgQa9aswdevX/Ho0SM8evQIERERWLt2LR48eIAZM2aoEi4hRE0YY9g8fjMSohOwc9pOfA7J3Rcqon7N+zdH7Tb/Dd3Wcq9V7Es4MLEYycePI/n0Gb5DIUS1gqU7duzAxo0bcePGDYhEIty+fRstW7aUDR9qa2vj6NGjaNeuXY7PWbp0aXTv3h2rVq1Senzs2LE4cuQIPn36lNtwNRoVLCWFzeNLj7FlwhbU71of/ef05zscAiA9NR2Lei6CvrE+xm0bB22dorWCRk4xxpBy6hQS1m2A+N07CK2sYHPpAjg9Pb5DI0VQvhYs9fLygpfXf2uZNWzYEC9evMDp06chFArh7u6e6x6tqKgoVKxYMdvjzs7OiI6OViVcQoga1WxVEyvur+A7DPINHV0d/H7wd2hpa0GoJeQ7HF4lHfSF+N07AIDk61ckHToMw4EDeI6KFGd5WoJHnapUqQJbW1ucP39e6fHWrVsjLCwML168KODI8hf1aBFCcio1KRUifRFV4P+B1H/uIMrrv7V2RQ0bwHI7lRsi6pfTz2+NWVl05MiRuHjxItq2bYuLFy8iNDQUoaGhuHDhAtq1a4dLly5h9OjRfIdJSLEU+G8gzcfiWdzXOMx0n4mdf+ws9ncVMqkUki9flB4T1f8FOrVdoV2+PMxXrYDF1i0FHB0h8nI0dCgQCHL9DYrjONmdiTkxcuRIREREYNGiRbhw4YLcMW1tbcyaNQsjRozIVQyEkLxLTU7FSq+ViPsah74+fdFuRM7nXhL1iPwYiTkd5+BT0CeEPguFgYkBPP/w5DusAsekUqReuoSEtesBjoPViWPgBPL9BRzHwXz1KgjMzBSOEcKHHCVas2bNKpCuam9vb4wePRqXL1/Gu/+PsZcrVw4tW7aEpaVlvl+fEKLo8aXH+Br2FUDmci6k4B376xg+Bf13I9ChhYfg2toVjjUdeYyq4EWPGYvUy1dk26mXLkHPw0OhndCCquATzaExc7Ru3LgBFxcXWFlZKT0eGRmJly9fokmTJgUcWf6iOVqkMAi4G4DLOy9j5PqREFAvQYFLT03Hwh4L8ez6M3Ach6ErhsJ9sDvfYRW4pMNHEDvzT9m2dvnysDp1gnquCC8K3RwtNzc3XLp0KdvjV65cgZubWwFGRAjJ4vyLM0ZvHE1JFk+y7ip0qe+CsVvGFsskCwD0u3SGlp0dAECrbFkYDhkMaEZfASHZytU4QFhYGAQCAUqXLg0ASE1NVbrUjq2tLTw9czd/4Gcda2lpaRAKi/dty4SQ4kvXQBc+fj5FPtkVh4Yi9dp1GA4aqHCM09KCyfRpkER8hX6XzuC0aCibaL4c/5Y+e/YMNWvWxMqVK2V3/yUlJWHy5MngOE4uURIKhXBxcUHVqlV/eM73798jNDRUth0QEIAbN24otIuNjcWmTZtQrly5nIZLCMmDyI+RWD9yPQbMGwC7qnZ8h1OsfHz9EaXKl1I6L7YoJ1mS8HAkbNiIpCNHAYkEOq61oKPkM0S3aVMeoiNEdTmeozV69Gj4+fkhKChI9sceFRUFKysr7Nu3Dw0aNACQucBps2bN0KFDB6xdu/aH5/Tx8YGPj89PJ9ozxiAUCrFp0yYMHjz4h20LG5qjRTQNYwwLeyzEo4uPIBAKsPL+SpRyKsV3WMXCvdP3sNJrJbpM6lLs7iqMX7UaCes3yLZFDerDcsd2HiMi5MfUXhn+6tWr6Nq1q9JvVDY2NnK9TX369MGpU6d+ek5PT09UqVIFjDF4enpi7NixaNy4sVwbjuNgYGCAGjVqwMbGJqfhEkJUJJVIYVfNDk+uPEFjz8aUZBWQ6wevY92IdZBKpDi08BD0jPTQYXQHvsMqMIZeg5C0dx+k8fEAgPSHjyD+8AFatrY8R0ZI3uQ40QoNDYWzs7P8g7W0UL16dRgZGcntt7e3l5Vn+BEXFxe4uLgAyFw/sWnTprD7/0RHQgg/hFpC9JnVB/U61oN1OWu+wykWGGO4ffQ2pBKpbN+ZtWfQYmAL6Bvp8xiZ+jGpVOldggJjYxgOG4r4lSth0KMHjEYMh5C+XJMiIFcD/lKpVG7bxMQEjx8/Rp06deT2fz9nKycGDhxISRYhGsSxhiOMzIx+3pDkGcdxmLhrIpxcnQAA1uWsMef8nCKVZDGxGEm+hxDh0QbiT+FK2xj26wsbv3Mw9Z5NSRYpMnKcaNna2sLf3z9Hbf39/WFL3b2EFCqhz0KRkZbBdxjFlq6+LqYfmY667eti7oW5sLErOolG+uPHiGjbHrGzZkP8/j0SN2xQ2o7T04NW2bIFHB0h+SvHiVarVq2wb98+RERE/LBdREQE9u3bh1atWuU5OEJIwYiLjMOcjnMwtfFUBD0M4jucYsvYwhhT90+FRamiVdlcYGEB8ccPsu2ko8cgDgnhMSJCCk6OE63JkycjIyMDLVq0wIMHD5S2efDgAVq2bImMjAxMmjRJbUESQvLX2XVnER8Vj7CAMES8+/GXKZI3MV9icHbDWb7DKFBaZcvCoEcP2bZ2JRdIk1N4jIiQgpPjyfB2dnY4ePAgevfujXr16sHJyQlVqlSBoaEhEhMT8fz5c7x58wZ6enrYv38/7O3t8zNuQogaeU73hMhAhLCXYWjQpQHf4RRZH4M+YkG3BfgS+gUSsQQdx3TkOyS1Sn/xElr2dhDoK84tMxo5AulPn8Jo+G/QbdWqQNbPJUQT5Hqtw+DgYCxevBhnz57Fp0//LXJasmRJtGvXDlOnToWTk5PaAy2qqI4W0SSMMfoAzCfvX77HrNazkBibKNs3bus4NPZs/INHFQ4ZwSFIWLUaKefPw3jCOBgNH853SITkO7XX0fr2xJs2bQIAJCQkID4+HkZGRjA2NlYhzJyRSCT4+PEjAKAsTZQkJN9QkpV/SjqVRLmq5fDi5gsAmVXe01PTeY4q78Tv3yOifQdAIgEAJG7ZBoNevSAwNeU3MEI0RJ7WczAyMkLp0qXzNckCgDdv3sDOzk6WPRJC8u7shrPYOmkr0lLS+A6lWNDW0caUfVNQqnwpiPRFmHpwKloMaMF3WHmmVbYsdBs2lG1LExORuGMnfwERomEKxYqcJiYmGDBgAH3bJkRN3r96j72z9iIjLQOfQz5j5rGZfIdULBiaGmLG0RlIikuCQ/Wi88XRaPw4pN64AU5XF4YDB8BwsBffIRGiMQpFolWiRAns3LmT7zAIKTJ0DXThVMsJgfcC0X1qd77DKXKS45Oha6irfMmyQlgfi6WkIHH/AWiVsYWeu7vCcZ3KlWA6fx50mzaB0MqKhwgJ0Vy5ngxP1IsmwxO+SCQSBNwJQOVGlfkOpUh5/+o9FvdcjMaejdFrZi++w8kTJhYj+cgRJKzbAElEBLTK2MLa7xw4bW2+QyOEd/k2GV5d3r9/r9LjaDI8IeohFAopyVKz++fuY9Wvq5CalIojS47Axt4Gbn3d+A5LdRyHpL37Ifl/oWpx2AckHzkKg96FO4EkpCDxlmjZ2dmpNOdK8v87WwghuRMXGYfAe4Go264u36EUWbcO30JqUqpse/P4zajmVq3QVnrnhEIYTRiP6JGjZPvSHz+mRIuQXOAt0dq+fTtNbiekgEilUqwZtgZPLj9B62Gt4bXIC0ItId9hFTkj1o3Ap6BPCHkaAn0jfYzbPq7QJFnSlBQI9PQU9us2d4NO9eqAVArjSRMgql+fh+gIKbx4S7QGDRrE16UJKXY+B39G0P3MNQwTohIgEOapsgvJhq6+LqYemIrVQ1Zj+JrhKF2hNN8h/VT68xeIX74cLC0Nlnv3KHwB5jgOFps2gDM1pS/HhKhAYyfDx8XFwdDQEEJh0f7WTZPhSUH5GvYV+2bvw7BVw6BvpLhECsmdH1XRLywV9mNneyPpoK9s22LLZug2KfyV6gkpCDn9/Naor7UPHjxA69atoa+vDwsLC1y/fh0AEBkZiU6dOuHatWv8BkhIIWZVxgrjt4+nJCuPJBIJDi08hFW/rkJ231MLQ5IFAFrfFYGOX7ECTCrlKRpCiiaNSbT++ecfNGrUCEFBQejXrx+k3/yxW1paIi4uTrb0DyHk5xhjiPsax3cYRUpcZBzmd52PQwsP4daRWzi/+TzfIeWJQa+eEJYsCQAQGBtDr00b2VI6hBD10JhEa/r06XBxccHLly+xYMECheNubm64d+8eD5ERUjid3XAW42qPwwO/BwV+7eQzZ5ERFFTg181vl3dcxtOrT2Xbu6bvwptHb3iM6Oek8fFIOa88IeREIhhPmgij4b/B5solGA0bSjWyCFEzjUm07t+/Dy8vL4hEIqXd7qVLl8bnz595iIyQwififQT2zNyDxJhEbJ20tUAXL04+dhwxk6cgcuCgIpdsdZ7QGZUaVpJt12xVEyUcSvAYUfZYSgoSNm/BlxatED1+YrY/C/0O7WE8YTwE+bxmLSHFlcYkWtra2nLDhd/7+PEjDA0NCzAiQgov67LWGLdtHIzMjTB572To6OoU2LUlUVEAY2ApqZDGJxTYdQuCUEuI8TvGw6KUBfrP7Y+pB6bC0FQz35cSNm5C/LLlkMbHA4whfuUqvkMipFjSmLsOW7dujcTERNy6dQtRUVGwsrLC5cuX0bx5cyQlJaFy5cqoU6cODh8+zHeoakV3HZL8lJqUCl0D3QK/buKOndCuVg0i11oFfm11yUjPgLaO8mG01ORU6OoX/OuaG5LoaHxp0QosOVm2z+aCH7Ts7PgLipAipNDddejj44MHDx6gXbt28PPzAwD4+/tj69atcHV1xdevX/Hnn3/yHCUhmu37XuGCSrK+/75m6DWo0CZZGWkZ2DV9F+Z0mAOJWPnEcE1PsgBAaG4OQ69BAABRwwawOnqYkixCeKAxiVa9evVw7tw5vHnzBgMGDAAATJo0CcOGDYNEIsG5c+dQrVo1nqMkRHPdOXkHs9vORvTn6AK9bpLvIUSPGQuWXnDzwPLLh8APmNFyBk6vPY1Xd17h6NKjfIeULcYYUm//g8gBgyCJjFTaxtBrECx374Tl9m3QqVKlgCMkhAAaMnTIGENCQgJ0dHSgq6uLJ0+eICgoCFKpFI6OjnB1dS00dWlyi4YOiTqEB4djaqOpSElMQekKpbH83vICKfabcvEioseMAwDod+4Ms8UL8/2a+enagWtY+9ta2bZAIMDci3NRsW5FHqNSlPH6NeLmzkPav/cBAAYD+sN0xnSeoyKkeClUQ4fp6ekwNzfH6tWrAQA1atRAjx490LNnT9SuXbvIJlmEqItlaUs06NoAANB/Xv8CW1FBVL8+dKpVA2doAIM+hX+h4aa9mqJeh3qy7UaejVDGpQyPEWVDIETag4eyzeQDByH+FM5jQISQ7PC21uG3RCIRSpQoAZFIxHcohBRK2iJtDF8zHK0Gt4JTLacCu67AyAgW27dCHPYBOpVcCuy6+YXjOAxbNQzvX76H53RPNO6hmcvRaDs5Qr9DBySfPAkAEJibQ/IhDFqlSvIcGSHkexoxdAgAM2fOhJ+fH+7cuQMdnYK7FZ1vNHRICpuM4BBoO9jzHUaexEbEIj4qHmVdyio9LhFLINTif51V8fv3EFpZgdPTUzwWFobIvv1hONgLBr16gtPV/An6hBQlOf381ogeLQCoWrUqTpw4gcqVK2PQoEGws7ODnpI3l65du/IQHSGa59+z/+Lto7foOaMnBIKCmQWQuHMn4hYvhdmSxdDv0L5Arqlud07ewZbxW2Boboilt5ZCpKfYk853kiX+FI7EDRuQdPQYTKZOhuGgQQpttMqUgc3fl8FpaczbOCFECY3p0crJBwXHcZAUsXW4qEeLqCIsIAx/uP2B1KRUNOreCOO3j8/3a0q+fMEXjzZgKSkQWJjD5tJFCAwM8v266rTzj504s+6MbLvtiLYYvHgwjxEpEoeGIqJ9R7CMDACZw4I2Vy5BoE+LgROiSQpdj9bVq1f5DoGQQkOoJYRFaQt8fP0RDbs3LJhr2tjAYvNGxPz+Byw2rCt0SRYAVG5cWS7RurTtEjqO6QhLW0seo5InLFcOOjVryO4olEZHI2nXbhiNGM5zZIQQVWhMj1ZxRT1aRFXJCcl4fPExGnYrmEQrC0tPB1eI51GuG7kOV/deRRnnMhizZQwcqjvwHZKCtAcPEdm3H6AlhEH37jAaMRzCEpq5piIhxVVOP78p0eIZJVpEUzHGkLhpE/Q6dipSd7MlJyTj7Pqz6DSuU4GuAfktlpKCpAMHoeXoAN2mTZW2Sdy+A7qtWkKrjAaWlyCEFK46Wvnp8OHD6NSpE2xtbWFgYIAaNWpg+/btCkuGbNu2DRUqVICuri6qV6+OM2fOKJwrLi4Ov/76K8zNzWFkZITu3bsjPJxq15CCce3ANTy7/qxArsWkUsTNmYv4FasQNXAQJF++FMh11SE5PhnrR63HkytPlB7XN9JHj9978JJksYwMJO7bjy+tPBC3eAniliwFy2beqeFgL0qyCCkCinyitXz5cujr62PZsmU4ffo02rRpg6FDh2LOnDmyNgcPHsTQoUPRs2dP+Pn5oX79+ujSpQvu3r0rd66ePXvi4sWL2LhxI/bt24fAwEC0adMGYrG4oJ8WKWae33yODaM2YF6Xebi2/1r+X5Dj/hseZFKwbNb80zRPrjzBhHoT8Peev7Fh9AYkxyf//EEFLGnnLki+fgUAiN+8RcrZczxHRAjJT0V+6DAyMhKWlvITXYcNGwZfX1/ExMRAIBCgYsWKcHV1xf79+2VtGjRoAFNTU5w7l/kmeOfOHTRo0AAXLlyAu7s7ACAwMBAuLi44ePAgPD09VYqPhg5JTtw+djtzaRgGzD47G871nPP9mowxJKzfAINuXQvF/CBxhhjja4/H55DPsn3N+zfHyHUjeYxKUfLpM4iZPEW2rd+tK8wWzOcxIkKIKmjo8P++T7IAoGbNmoiPj0dSUhKCg4Px+vVrhUSpV69euHLlCtLS0gAAfn5+MDU1RatWrWRtKlasiBo1asiSMULyS8OuDeFzzgejN43OtySLpabKDWNxHAfjUSMLRZIFAFraWhi5YaRsyS6O46BrqAupVFrgsTDGIE1IUHpMr11baJcvD53q1WG5czslWYQUcRpT3iE7X79+haWlpVrXO7x16xZKly4NIyMj3Lx5EwDg7Cz/4eXi4oL09HSEhITA2dkZAQEBqFixokIcLi4uCAgI+OH1srJeZcLCwlCG5mGQHKhQpwIq1KmQL+eWJiUhesQoCMvYwnTuHHAFVABV3So1qIQ2w9vgod9DjNowCpUaVirQ6zPGkPbPHSSsXAXO2AiW27YqtOEEAljs2gGBuTmt40pIMaCR76aJiYkYNGgQ9PT0UKJECejq6qJPnz6IiorK87lv3bqFgwcPYvLkyQCAmJgYAICpqalcOzMzMwBAdHS0rN33bbLaZbUhRJ3ObzmPuMi4ArlW3PwFSLt3D8lHjiLpwMECuWZevH38VuGGlix9vfti2d1lBZ5kAUDM2PGIGvwr0p8+Rdqt20i7/0BpO6GFBSVZhBQTGplojRgxAiEhIfDz88OrV6/g6+uLu3fvYsiQIXk674cPH9CzZ0+4ublh7Nixaor254KDg7P9R71ZRJmL2y9i66St+KPZH/gQ+CHfr2c8cQK0ypWDbtOmMOimuctcJcQkYO3wtfi96e+4ffS20jYiPRF09flZ90+7SmW57fiVK7NNCAkhxQOvQ4cHDx5Er169FPZfvXoVp06dQq1atQAAFSpUwKdPnzB9+nSVrxUbG4s2bdrAwsICR48elS35k9VzFRcXhxLfzEXJ6ukyNzeXtQsLC1M4b0xMjKwNIeoSdD8IAJCWkgZdg/xPGoSWlrDcuxsCU1ONLUYaFhAGn/Y+iI2IBQBsn7IdVZtVhYmlCb+BfcNgQH8k7toFaVQ0hNbW0G/XDmAMoN4rQootXnu0Jk+ejMaNG+Px48dy+ytUqIA9e/Yg4/9rfcXGxuLYsWMoX768StdJSUlB+/btERcXBz8/P5iY/PfGnDU36/t5VgEBAdDR0ZHNr3J2dkZgYKDCt9OAgACF+V2E5NXI9SPR17svph6Ymi/Lw4hDQpB644bcPqG1tcYmWQBQ0rEkTG1MZdvxUfE49texAo9DHBaG5GPHlR4T6OnBeOJEmPw+FTYXz8OgT+9CO9+NEKIevL4DBAYGolGjRmjUqBGGDh2Kr/+vLbN27VqcOnUKpqamsLW1hY2NDQIDA7Fp06ZcX0MsFsPT0xOvXr3C+fPnUbp0abnjDg4OqFChAg4fPiy339fXFy1atIDO/z942rRpg5iYGFy5ckXW5vXr13j8+DHatm2b67gI+RGO49BlYhdUrFtR7efOCAjA1779ED1qDNK+qxWnybS0tTBy/UgIhAIIBAJ0GNMBfWb3KbDrS8LDETvLG19at0HMzD8hfvdOaTuD7t1gONgLnJ5egcVGCNFcvA4dGhgYYOHChRgyZAgmTZqE8uXLY+bMmRg/fjwCAwNx584dhIeHw8bGBvXr15clPbkxcuRInDlzBsuWLUN8fLxcEdKaNWtCJBLB29sbffv2haOjI9zc3ODr64t79+7hxjff+OvXrw8PDw8MHjwYy5Ytg66uLmbMmIFq1aqha1fNndNCCgeJWIJbR26hSc8m+T5JWvL5M6RxcYBYgvQnTyD65Zd8vZ46OVR3gNdiLzi5OqG8q2o93KpK2LIVSb6+/22vXQezpUsKNAZCSOGjUQVLL126hAkTJiA9PR3Lli1Dhw4d8nxOOzs7vMvmm2dISAjs7OwAZC7Bs2jRIrx//x4VK1bEggUL0L59e7n2cXFxmDhxIo4dOwaxWAx3d3esWbMGpUqVUjk+KlhKAGDblG3w2+SHht0aYuT6kRDpifL1eslnz0EaEQFDr0H5ep3ckkqluLzzMvyv+GPy3skadWee5PNnfHFvDfb/2nqcri5srl6BkOZoElIsFdpFpSUSCdatWwcfHx+4urpi1apVcHFx4TusfEOJFklOSMa0ptPw6c0n2Fezx9wLc9U+AZ6JxeC0NLts3segj9g4ZiNe/fMKAPDb6t/QalCrnzxK/ZhUmu28qriFi5C4dy8MunWD0YjhEJYsOottE0Jyp1BUhheLxVi8eDEaNmyImjVrYvjw4YiIiMDYsWMRGBgIR0dH1KpVC2PHjpXdBUhIUaNvpI95l+ahXod6+P3g72pPspKOHsPX7p6Qxsaq9bzq9vTqU1mSBQB7ZuxB5MfIArs+S0lB4o6diGjdNnNoVQmj4b/Bxu8cTOf4UJJFCMkRXhOtKVOmYOHChXB3d8fgwYNx69YttG7dGlKpFJaWltiwYQPu3r2LZ8+eoXz58li/fj2f4RKSb4wtjDFl3xS132GYevsfxE6fgYxXrxA9foJG13Ry/9UdFer+V/m+bOWyEKcXzILtqTdu4It7a8QtWgzxu3dI3L5DaTuBmRm0ypYtkJgIIUUDr0OHNjY2mDx5MqZMyVxg9dmzZ6hRowaePHmCqlWryrU9fPgwpk6dipCQED5CzTc0dFg8vX/1HvFf41GlSZV8vQ6TSBAzeQrSbtyE+ZbNENWqma/Xy6v3r97Du603es7oiVaDW8nq3eW39Ocv8LVbd9k2p6cHmyuXILSwKJDrE0IKn0IxdKitrY3k5GTZdnJyMhhj0NbWVmjbo0cPvHr1SmE/IYVN1KcoLOi2APO6zMOtI7fy9VqcUAizxYtgdeSQxiRZ/579F+9eKL9BpaxLWWx4uQEeQzwKLMkCAJ0qlaHn/t98MJ2qVcGyWRSaEEJyg9fZsUOHDsXChQsRFhYGMzMz7N+/H40bN862AKiuLj/LahCiTqHPQhH7JRbiDDEi3kWo9dwsPR0pfn7Q69hRdscep6MDLXt7tV5HFdHh0dg2ZRvunboHp1pOmH9lPoRCoUK7/LrjkjGGtOvXIWrYEJySL3NGY8dAEvEVRmPHQNSgvkbd8UgIKbx4v+tw7969OHv2LFJSUlCnTh2MGzcOhoaGfIZUoGjosHh6dv0Znlx5gn4+/dT2gS5NSUHM2HFIvXETRmNGw3j0KLWcVx0kEgnGuY7D5+DPsn2DlwxG2+H5X+yXMYa0m7cQv2oVMp6/gOkcbxj07Jnv1yWEFG2FtrxDcUOJFlEXyZcv+NqzNyTh4dCpVg2We3eDE+VvPa7cuHbgGtb+tla27VTLCQv+XpDvQ4Rp9+4hcsAg2bawRAnYXPADRz3khJA8KBRztAgpLi5uv4iE6Pyd8yO0sYHF9m3Qa9cWFrt2aFSSBQBNezWFSwMXaGlroce0Hph7YW6BzMPSqVsX2lX/u+lA8vkzkk+eyvfrEkIIwGOiValSJezevRvp6ek5fkxaWhp27NiBSpUq5WNkhKiX32Y/bB6/GTNazlD/nKz/VynPou1gD/PlyyDQ11frdXIcD2N4ff+10mMcx2HE2hFYdmcZek7vCW2R4jyp/MBxHIzHjQMACEuWhOncOdDv2qVArk0IIbwlWoMGDcLEiRNhY2ODgQMHYs+ePXjx4oXcXYhJSUl4/vw5du7ciX79+sHa2hpTp07FoEGD+AqbkFxhjCHofhAAICkuSa3nTnv4CF/cWyP9yRO1nldVH4M+wrudN2a0nJFtslXKqRRKVyit9FheZAQFIXrMOKTeVH4Xp6hRQ5gtXwabC34w8OyhdDI8IYTkB17naCUkJGDbtm3YuXMnnj59KpsUrPX/pULE4sxihYwxVKlSBYMHD8bgwYNhbGzMV8hqR3O0ij6pVIpDCw6hTvs6cKzhqJZzSqJj8KVFS7DkZAhMTWFz8TwEJiZqObcqHl54iL/6/oWM9AwAQLkq5bD4+mJoaefvjc2S6BjEzZuHlHN+AGPQrlIZVkcO0x2DhJB8V+gmw4eGhuKff/5BQEAAoqKiAAAWFhZwdnZG/fr1Ya8Bt6fnB0q0iKqSfA8h1mcOTOfOgUG3rvzGEpeEca7jEBsRK9s3ct1INO/fPF+vy9LS8MWjDSTh4bJ95uvWQq9li3y9LiGE5PTzW2NWmbWzs4OdnR3fYRCSZx+DPuLuibvoOrlrvvasGPT0hOiXetAqVy7frpHjWEwM4LXYCyu8VkDPUA99vPugaZ+m+X5dTiSC0YjhiJ01O3NbTw/Sr1/z/bqEEJJTGpNoEVIURH6IxNxOcxH5IRJRH6MwdMVQtSRbLD0dCZs2w3DQQAiMjGT7CzrJYowhPTVdaVHRBl0b4HPIZzTr0wwWpdS7dI34UzgglUDL1lbhmH7XLkjasxeiJo1hOORXCM3N1XptQgjJC0q0CFEjqUQKoVZmtXPTEqZqSbKkKSmIHjkKaf/cQfqDh7DYsgmcjk6ez5tbYQFh2DpxK2zsbTBy3UiF4xzHodvkbmq9puTLFyRs2ozkQ4chatYUFmvXKF5XWxtWJ4+DU1JlnhBC+EaJFiFqZF3OGnMvzsWtQ7fQYUwHtZyT09EBp6cHAGBJSWDJyQWeaB2YewAnVpyARCzBi1sv0LR3U1RuVDlfr8nS0xHRpSukUdEAgNRLl5H+4iV0KiuWd6EkixCiqahgKSF59P39JOYlzNFxbEe1zc/ihEKYL/sLRr8Ng+WeXRCYmqrlvLmRkZYBiVgi2948fjMy0jLy9Zqcjo7CUjkJa9dm05oQQjQTJVqE5EFKYgrmdZmH5zefq/W8GUFBcgkcp6cH44kTZD1bBc3zD0/ZvCt9I320HtYaAq38f/swHDQQAkNDQCiEftcuMJkxPd+vSQgh6kRDh4SoSCqVYpHnIry49QIBdwIw9+JcOFR3yPN5kw4eROyceTCZPAmGg73UEGnOMcaU9sTpGuhi0OJBuH/mPvrP6w8zGzO1XE/8KRyJW7YAWlowVZJECUxMYLp4EbSdHKFFdyUTQgoh6tEiREUCgQCtBreCQCBAlaZVUMa5TJ7PKU1KQsKGTYBEgvhVqyEpwFIFjy8/xu9Nfkf052ilx+t3qo+xW8aqJclijCF2zlxEtHJH0v4DSD5wUK4W1rf0WragJIsQUmhRokVIHjTq3gizTs3C5D2T1bJ2n8DAABabNkCrbFlY7t4JoZWVGqL8scgPkVjSZwnmd52PYP9g7J6xO9+vyXEcWFoaWNbqDxkZSNi6Ld+vSwghBY0SLUJyITU5FcnxyXL7qjSpkqckKyvZyKLt7Axrv7PQqV5d5XPmRnpqOh5deCTbvnX4Fp5df5bv1zX6bRiQdbegUAhIJD9+ACGEFEKUaBGSQ6nJqVjYfSHmdp6rkGypKv35c0S0aYf05/KT6Tmtgps+WcqplFwpChs7G3AC9dwxmfHmDVIuX1F6TKtsWRh06woDzx6wuXgept6z1XJNQgjRJBqz1mFxRWsdFh6HFh3CoQWHAAAdx3bEgHkD8nQ+aUwMPrdoCZaUDKG1NazPnMr3haGlUikEAsXvV6nJqZjScAoa92yMTuM6Ka38nhsZAQFI2LAJKRcuQGBsDJurVyAwMFBol93ke0II0XSFbq1DQjRdl4ld8O7ZO6SlpKHXzF55Pp/AzAzGEyYgbsFCGA4dAs7YWA1RKvfx9Ufs99mPkk4l0c+nn8JxXX1drPh3BbS01fOWEPfXMqTdvAUAkMbFIWnffhgNG6rQjpIsQkhRRz1aPKMercJFnCGGVCKFjq56KrMzxiB+8wba5cur5XzKzr9lwhZc3nkZUmlm3Ksfr4Zlact8uV6WtEePEdm7j2xbWKoUbC5fpAruhJAiI6ef3zRHi5BsRH6IxLmN5+T2aWlrqZxkiT9+QvSEiZAmJsr2cRyXb0lW1vlTElMglUoBZE58P7zosNrOL42LU7pfVKsmRPV/AaenB8Mhv8LqyCFKsgghxRINHRKiRFhAGOZ1mYeoj1EQp4vRcWzHPJ1P/O4dvvbsDWlMDFhKCszXrwOnZK5UfvCc7onbR29DKpFCpC+CRWmLPJ8z7cFDJKxbB8mHj7D2O6t08r6pjzc4I2MIzdVT3JQQQgojSrQIUULXQBdScWYvUMyXmDyfT2hrC52qVZF64waEZcoAUimgxkQrJTEFHwI/oLyrYu9YSYeScP/VHWBA99+7w9TaNE/Xip0zF0n79v937XN+0O+ouIC2VrlyeboOIYQUBTRHi2c0R0tzBfsH4/n15+gwpoNaJm1LExKQdvMW9Nq2UUN0mdJS0nBx20UcX3YcnIDDumfroKuvq9BOnXf3pVy8hOgxY2XbWg72sD5zmoYGCSHFCs3RIiQXGGOIeBcht8+hugM6ju2oUoIi/hSOhE2b5RaGFhgZqTXJAoC1v63Frum7EB8Vj7ivcfDb6Ke0nTrv7tNt2QJa9vYAAIGpKfQ7dQK+K7pKCCEkEyVapNiTiCXYMnELJtWfhNBnoXk+X/qTJ/japSvil69A8kHfvAf4A21+k0/cTq48idTk1DydU5qYiIQtWxE1YiSUdXhzAgGMx4+F8dQpsLl6BUbDfwMnylvdLUIIKaoo0SLFXsDdAFzafgkpiSnYPGGz0uQiN4SlS4PTzlySRxwaqoYIs1epYSVUb565VE/lxpUx7fA0pUOHOZW4Zy++NGuO+L+WIfXvq0i/e1dpO73WrWH062AI9PVVvpY6MGk6WMIrsIjLvMZBCCHZocnwpNir3KgyBswfgOsHrmPynsl5HmYTWlnBbNVKSD58gH6nvN2tKBFLcOvILdw+ehu/H/gdQi3FeVD95/VHx68dUa1ZtTzHzgmFkCYkyLYTNm+BqH79PJ0zv7AP+4Go24A0HQAHZl4PnJYR32ERQogcSrQIAdB+VHt4DPFQqUZWRkAAxB8/Qa9Fc9k+kWstwLVWnmJ6fPkxtk3ehs/BnwEA/xz7B409Gyu0s6til6frfEu/S2fEr1kLaXR05g6xBCwlBZyentquoTac1v+TLABgQEIAYFaH15AIIeR7NHRIip2n155ifrf5cnOZOI5TKclKPnsOX3v2RszEScgIClJnmJCIJbIkCwAOLz4MiUSSp3MyiQQpFy8hbtlypcc5PT0Y9u8H3eZusPI9AMs9uwo8yWJSMVhiINin42CB88DinihvaFRZfjvhRb7HRgghuUU9WqRYeXHrBeZ1mQepRIpVg1dh6oGpeRpuExgbg6WlARyH9EeP1FrlvZZ7LZSuUBofX38EAAi1hIgJj4GlrWrL5ySfOo2EtesgfvcOAKDfsYPSeA1HDOd3DcKE50Dwuv+2418CJjUU2xmWB3QsAMMKmUmXkUuBhUgIITlFPVqkWHH+xRmVG1eGtkgb9bvUz3NCodu4EUx+nwqLbVth0LNnrh//9vFb7J65W+kEfIFAgA5jOqBclXKYtGcSlt1ZpnKSBQDikBBZkgUAidu2K21XEEkWk6SApXxUftCwIsB9Mxct4bnSZpxAB6i0EFy5weDM64HTzr9FuQkhRFVUsJRnVLC04CVEJyDifQQcazjm+rEpFy9Bu2KFPFc9f37jOQ4tPISXt18CAP488afs7sFvScQScAIOAjVUkZdEReGLW4vMHjgAWmXLwvrsaXA66lkg+2cYY8CXc0D8cyA5GNAtCc7ZW3nboCVA4v+HYvVKA+V/ByfUwHlihJBiiwqWEgIg6EEQDi08JLfPyNwo10kWYwxxCxchesxYRI+fAJaat1pVX0K/yJIsADi95rTSdkItYa6SrPQXL5F0SPmi0UILC+h36QxtZ2eYLV0C63NnCizJAv7fUxb3GEh6AzApkPIRLD2b5Y2s3YGyg4AqS8E5e1OSRQgptGiOFimy7p+7j+UDliMjPQOWtpZo3r/5zx+UDY7jgP8PqUnehyHjbTB0KldS+XyNPRtjn/c+xEfGA8is5RUXGQcTSxOVzpd6+x8kbtmCtDt3wWlrQ9etGYRWVgrtTKb9Dujq5svwIJOmA4mvMyel27RVXmrBuAqQ/N/wJRJeAhYNFZpxyuZkEUJIIUQ9WqTIsq9mDz1jPQi1hBBn5H2JGONJE2HQqyesTh7PUZIV7B+M48uPKz2mo6uD1kNbw6K0BfrP7Y9NAZtUTrIAIMXPD2l3MouLsowMJO3Zq7Qdp6eXP0lW5HXg2Xjg7Sog4jKQ8Ep5Q6P/v24iG8DKLXNYkBBCijCao8UzmqOVv17+8xJMylC5UeWfN/4GS0tD0r79MOjXN9fDa/5X/XHsr2N4cTOz3MBf//yltNZVanIqtLS1oKWd947ljLfBiGjbTrYtLFECNn9fVvtCz4xJwXGK389YwkvgzYr/dpg3AFfOS8njxUB6LDiR6pP6CSFEE9AcLVLs3Dt9D/dO35PbV6lBpVwnWZKICHzt1Rtxi5cgPpt6Uz8SdD8oM8limTWvzq47q7Sdrr5urpIsSUQEUm//o/SYtqMDdJu7QWBpAeMJ42B96oRakizGJHI1rfDhoPKGBk6AQPu/7cQA5eskclqUZBFCihWao0WKhIPzD+LI4iPQM9RD2cplUdKhpMrnEpiayuZjpT96DJaWlqtFk1t52uPYonSkp0sBjsP9s/eRlpIGkZ5qCy9nvHmLxB07kHLyFDh9fdhcvwqBkiKipj7eEBgbg9NVfa1DBdL0zJ6q/yeNkCQrbcYJdMBM62S+bv+vacVrLS5CCNEQ1KNFigTHmpl3EXICDhHvIvJ0Lk5HB+bLl8Hot2Gw3LdHIckSZ4hx++htHJynvHfH2LYCmrbRh7mlAH3GOWON/xqVkywAiF++HMlHjoJlZEAaF4fko8eUthNaW6uUZDFJCli88qrqnFAPMPjmDs20r2Bpyl9frpwXuLKDwJnVAadlmOs4CCGkKKI5WjyjOVrq47fZD64errAuZ52rx6XdvYv0J/4wGv7bT9ue3XAWJ1eeRHR4NAQCAdY99IGl3kugZGdw3xTZTHhzBiJjS2hb1VU6pylX8d2/j8h+A2TbWmXKwPrieXB5rK3Fov8Bom4BScGZPVaVF4PTMVds9/ksEH4ic0PPFijTF5yBU56uTQghhV1OP79p6JAUOhnpGTi88DBaDW4FqzL/lTBoM6xNrs+VdOAgYn3mAIxBu2pV6DZs8MP2X0K/IDo8c8FlqVSMK8vnoOcQQ0CvDGBWV9bOyKl9ruKQxsZCHBYGnapVFY7p1K4N7SqVIX4dBP3OnWDg5ZXnJAsAkBbxX1FQ4P+lFhoptjOrA2ibAsaVwWmb5v26hBBSjNDQISlU0lLS8KfHnzi27BiWD8yskZUXogb1wYlE4HR1IY38+tP28smcAP4P/l824tvaULkgDg1FrM8cfG7qllkIVcmi0RzHwWz+PNhcvQLTuXOg7WD/0/MycRJY7EOwsL15XpSZE1mDs2hISRYhhKiAerRIoSLSE8HJ1QlvHr6BVCJFUmwSTK1Nc/x4JpHI3Y2nVa4czJYugZaTE7Qd7BEbEYtLOy6B4zh0n9o98zHSdCDmXyDqNko4jkMt91pIT01H2+FtUauBNqBnDU7FelAxU6ch3d8fACD58BGply9Dz8NDoZ22s3POn2NyKPB6YWb1dSBzQruyAqAG9oBQF9Ayzky6TBSXACKEEJI3NEeLZzRHK/fSU9NxbuM5tBvRDtoi7Z8/IOtxz54h9o8ZMJ48EbrNmskdY4xh/aj1uHXoFjLSM6BnqIfNrzdDz1Avs0coeF1mQ9teyDBqDB1d9Sxdk3z2HGImTpJt69SoASvfAz99HGMMEMeD01YscsqkGZnFQ6XpmTu0TYHKS5TeBcgy4mkxZkIIUQHV0SJFwsegj9g4dqNcZXcdXR10Ht85V0mWNCUFUb8ORUZQEGJneUOakCB3nOM4pCWn/X8okiElMQXX9l/LPGhcDRBZA9pmgEA310lWRlAQ0h4+UnpMz8MdwpIlAS0h9Dt1hMmsP394LhZzDyx0K/BiKvB6ofJaVQJtwLD8fzvEiUB6lNLzUZJFCCH5i4YOicYKuBuAuZ3mIi0lDWYlzNBzek+VzyXQ04Px5EmI85kDfc8eSssgtB5QDf8cuQZACghECH0WCgDgOAGY41hA2wKcIGd/MkwiQcr5C0g6cADp9x9Au5ILrI4dVehV4rS0Mocuy9hCWKLEz08c9U/mpPUs6RGZy9l8z6weICqRueSNYQVwQjXW1iKEEJJjlGgRjeVQwwHWdtb4EPAB4vTcrVUo+fIF4pAQiH75Rbbvk0MNnK3WG44oiw7air1hznXt4VxVC2XstdD6t3Yo13Sg7BinLJn5EYEACWvWQhwSAgDIePkKGU+fQqe64jwoUZ3aAACWEZe5KHNiAGDdGpxIcVFoGDnLJ1rxLwErxdg48/qAef3cxUwIIUTtKNEiGkMqlUKSIZENCero6mD89vFIiEpAlSZVcnye5GPHETt3HjgdHdicPweJviFmt52N1/dfAwAC/N+jTT9HCFODwZX4rwwDZ+CAOXuagNMvA1g2y9Nz4TgOBn16I27+Atm+pP0HlSZawP8XZQ77ZiFovbKAqKliQ8OKmf8V6GQOD+qY5SlOQggh+YvmaBGN8O7FO8x0n4kDc+UngperXC5XSRYAcAb6YMnJkMbGIuXCBWiLtCEy+K8ye2TYZ9zfsQAIPwmWGv7f4zgOAqfx4Ep1A6dj8dPrZAQEIG7BQqT8fVXpcf3OncDp6kJYsiSMJ4yD0bjBYKmflZ9Mr4z8dmKg8nb65YDyU4Gqq8A5jgen7G5CQgghGoN6tIhG2Oe9D6//fY03D9+gSc8msKtql+PHShMSIDAywtewrxDpi2Dk7g6Dnp7QdXeHqGEDsIx4tBzYEs+uPQMAiPT1EB0pzVwEOfkdoJu7dRHFn8IRPXo0Ml5kDuGJ3r6FXnM3hXYCY2NY7t8OLd0H4FLfAl+WAGmugP1wxZPql8sstSBJzdxOegvGmOKcLk4oP9GdEEKIRqNEi2iE3n/2hv8Vf7Qd0RYlHHIwKRyAJCoKn5auwo39V/GsTF28efYO/eb0Q+fxnWE6xydziZmA2QAnxP/au/O4KMv1f+CfZ1bGARlWQVAWlVUQwyXQGEyBcCuTTPN3XHOplONx6dTPUpLSOudl2un4Tf2KVpSKYEdPLkgoJ03IMjWPC26guYWKgMk+zPX9g3h0nEEHc0CG6/168Xo593PP81zX8wzOxT333E/vIW/Cr48fIp6LwNN/ehrt9Mfrb3wss2tyrFJXF+iv3VnctHp/LnRXrkLW0bhgkwf1AP67DqirrG+4fabRAoqcogBBAtgGALZd+abMjDFmBfijQ9asqiur8e+P/41PZnxi0O4T6oMVR1dg/HvjYaM27xtydZcuoShtC766bIszB+vnX+V+lXunQ20pUHUVqLwEed0lLM5ejGEzhkFtr4bg0Oe+RRbpdKjan2t6pXaZDKrnnq1fEJR0ANWi5uvXQQ0LhN7dV5AAd98XUHcLqC4yeUzB44X6jy3bB0OQPPxNqBljjD0+uNBizerLpC/x+fzPsfvz3eLk9AbOns4mn0NEuHHpBqimxqBd0aMHfIdGw8NRBkEmAFSHgiMFuFrw+7wrx0hA5QF4JNSvg2WG2pMnUbowCb9GaVE8aTJqfvzRZL92zz8PWSd7tH/JGx0+iYCqj019UWeKrV/9x5S2/oDbsPqJ7IwxxtoE/uiQNathM4bhm5Rv4Ort+sAlG84dOYfcr3JxYMv3KD5/FUuCrqHjmpVQdL8zOd7hbx/gKZs5SPvkF3h0ViBy7AtQtqsfDRLkGiAgqUnx6QrPo3xj2u+3r9GjYv3foAhdDqFdZ4N+cl8fuKx/F8KV9DuN5WfqC7t7OUcDLgPrFxJljDHWpnChxSyCiHAo6xAO/PsAXvnnK+J8I5dOLliUuQi+Yb6QyqT33ceu/92FPal7ACJQRSWOX6yA7d/mw2nVPyH8/i09QaXCwPHPoPeTW9A5tDsEn8EPnHelLylB3fXrkPv5GW1TaqMgyAVQVTUAoOrb/4JuHjMqtABAsL3rI0GpGtBXmzweLxbKGGNtFxdazCJ2rdmFNXPWAAD6DO2DXvG9xG3det351lxtdS1qqmqgtleLbbrLVyB164C+w/vWF1qCAMhkOFpniwG99aDiXAied1aJdwiMgYN/VP0IViOICLdXrULV7mzU/PcY5L4d4PLF+/ULe95FolZDGdEHVfv2QhnqiHZPuQMV503vVNUJ6DS2fg6WTcf6+ViMMcbYXfidgVlE/xf6Q22vRrv27XCr+JbBturKauzfvB/LJy3HZN/J2LJsCwCg7tdfUZw4E0UDn0ZlejK6RwVDZauCIAgIfKo7whPDoervBqHacC0qQaq6b5EF1K+RVbUnGzWHDwK6KtSevgDdiSyTfdsvWAS3dbFwerNn/fF0l03vUyKH4BwNQeXJRRZjjDGTeESL/SFVFVXYn7Ef+zfvx5ub3hRXdbfV2GLe+nnw6u4FOwfDj/KqyquwfNJy8YbI32/9Hi8tfAmCvT2q9+0FdFUo/2ILnIe+hLlfzkXnoM5w6OAAKi8EpDYQTKx7VXftZ9T+8C2qD/wI9bBQyPrMM+qjjBqAmsM/Ab8ft+o/ByHrZ7zUgrxTZ5B8WP26VuougMrzkZwrxhhjbQ//Gc7+kEO7DuGTGZ/gaM5R7Nu0T2wvu1GGqttVRkUWALR3ao9uAQ6g6kpAX4ur567i4smLkKhUUP+/l6DSusN+chBQdQU9BvSAQ4ffbzOjdKm/UfI9yjd/hV+jRqJ41oe4vWEfqvd9C9IbT7S3idYCkEDmoYZ6SGco/FVAbbHJvAS3IRBcBkJo5w1B4L9HGGOMPRyrL7TOnj2L6dOnIywsDDKZDN27m76dS0pKCvz8/GBjY4MePXpg27ZtRn3KysowefJkODo6ws7ODgkJCbh6tZGv9FuhovNF2P/VfoO23kN6w97FHo7ujpDIJMham4U5EXMw2Xcy3n/xfVy/eB1UfQ3UsGAngJoffoB/wSGgtg5KiQ79RvYDfh9Usp/zVzgsWwP58BQIztGgG/8Bnfk76nJnQLd7ev3aWPeQeXkBdSQ+rj5WDFQbXxd5UBBc/7UcrhuSYf/OciieXQnIH3yrHcYYY+xhWf2f6sePH8f27dvRt29f6PV66PXGi0pu3LgRU6ZMwfz58/H0008jLS0NI0aMwL59+/Dkk0+K/V588UUcP34cK1euhI2NDebPn4/4+HgcPHgQMpl1n8qMv2Vg47sbIZVJoVAq0Dm4Mzp4d4BcIUfS9iS4d3GHTC7Dv5b9CxeOX/j9WYSfV85GpGcZVKPfAhz6AAAUvXqhT2cBnsqL6JHQCU6JSsDtTqEktA8GAOhv30Zp0v+g9uhx6K6Uw6avKxwjrxrdSFkRGgLBRgmqrAAA1JwoAVXfEL+ZKO5XIoG8+zALnSHGGGPMmEANE2WslF6vh0RSP3A3YcIEHDx4EMeOHTPo4+/vj/DwcKxfv15si4yMhEajwY4dOwAAeXl5iIyMxK5duxAbGwsAOHXqFAIDA7Fx40aMGjXqoeLz9fUFABQUFDzU8+/n7twf1K/iVgXKS8txNOcobly6gc5BnetHmn63c/VOrJi+AkQEhY0Cf3r3T3h+zvMAALrxLVDyAyBIcOyiFu88u7h+HlStDuHKYozrcBUdMv4/ZKFTxP1VZf4PZNJcSJ1V0N+uhSRoCgSnfgZxkV6Pq+FhoN/qJ9NLHJTosP1/IHEdaJRDyRuzgbrfoHyyPxT9YiBz6/hQ54wxxhgzh7nv39Y9DAM8sNAoKCjA6dOn8cEHHxi0jx49GvPmzUN1dTWUSiV27twJjUaDmJgYsY+/vz/CwsKwY8eOhy60LGm83WCUVwuQyQR4eCjx4fENEGxscPnMZeR+lYuSX0vw0sKXMMlrHPT6+npbrpCgthYIecrPoNAKedIFUhkglQGCoMPFIz8AqC+09GWXUJubB0hl6DIoBnJpLTy9ZQjylsDnxzIAMlQfEyALvRNb7YXfcDvrJGov3AbV1MFt53Dce2c/QSKBIiQI1bnfA4IAfakO+uIaSEws8u7w/oeP9uQxxhhjj4DVF1oPkp+fDwAICAgwaA8MDERNTQ0KCwsREBCA/Px8+Pv7G31DLTAwUNxHYxqqXlMuXryITp06Nbr9jyirEFAHAbo6QsXlW8DvReflvBykvbMBEAQMfDEYQl01oAcgCJDLJdDV6HG7qNBgRMylkxPkcgIIAAiX8q+Ix7n5+nrUHD0JRffOcHrOFilpDpAWV6L2Sjl0gWFoN/qvkIeEGMRWe+IXVP98ZyK67uwpKEwsqi5/oi9qDp+APLg7FD1CIWjCHvFZYowxxiynzRdaJSUlAACNRmPQ7uBQPw/o5s2bYr97+zT0a+jzOKktKgLdNUaksJFCUNTfY09y4QKoqg4qaR3Kjp2BUKUD6ev7qvW1eC/iOuy6uxmMBuqPFqBz3W2oJHXo5KdAN+2dqkj+RD/UHCtAzekb+G1lOm6v3Ctuc0x+DorQu4ayGp4THIrKnVkAJIAgoPZ6V5i6A6Ddy1PQ/tXXxNgZY4yx1qTNF1rN4X6f395vtOuPoNKbCGxfiYoqAgHo6G4rbuvWwQ4fdjkLmQA4h/uiq00FpCCopHVwVukhuVQFnYfGcIc6YLbT73mUCGjf7s72diNGQNmnD5S9wlH57bf1N1AGAAioq+wKU+QBQYAgg8TJEXJ/f0jsHUz2k9jammxnjDHGWoM2X2g1jFyVlZXBze3OGk0NI12Ojo5iv4sXLxo9v6SkROzzOFH4B+JvZTnQl5Wh5vgJSO4ajVMPSYDCyx9112+AdDZ4pWORuE3m5wuZ5xOQ+/sb7E+iVgMKOSBIAKkEpO5751hBgUBQIABA7u0N3LXulO5yqcn4lL17we27vZC6uPzxZBljjLHHVJsvtBrmZjXMwWqQn58PhUIhjjgFBAQgOzsbRIYriefn5yPknvlHjxOJvT1sIg3v5yfz6AiZR/238nSXr6D97Nmo+7UIdVd/hWrIYLQbbmIJBEGAoFCKD6mm1uTxZN7esNFqIfXqDJmXFxRhYSb7CSoVpCrVwyXFGGOMtRJtvtDy9fWFn58f0tPT8eyzz4rtaWlpGDhwIBS/zw2Kj49HcnIydu/ejUGDBgEATp8+jcOHD+Ovf/1ri8T+KMg8OsJu+vQH9pP7+cHpf1eBqmsAiQSyzqYn8Es0GjitXvmow2SMMcZaJasvtCoqKsS1sC5cuIBbt24hIyMDAKDVauHi4oKkpCSMHTsWXbp0wYABA5CWloYDBw5g7947k7ojIiIQFxeHSZMmYenSpeKCpaGhoXj++edbJLfmJHFwgE1UVEuHwRhjjLUqVr9g6fnz5+Hj42NyW05ODqKjowHU34Ln/fffxy+//AJ/f38sXrwYQ4cONehfVlaG2bNn46uvvoJOp0NsbCw+/vhjdOz48ItjWnLBUsYYY4xZhrnv31ZfaD3uuNBijDHGWh9z37+t/qbSjDHGGGMthQstxhhjjDEL4UKLMcYYY8xCuNBijDHGGLMQLrQYY4wxxiyECy3GGGOMMQvhQosxxhhjzEK40GKMMcYYsxAutBhjjDHGLIQLLcYYY4wxC+Fb8LQwlUoFnU6HTp06tXQojDHGGDPTxYsXIZPJUFlZed9+smaKhzVCqVRaZL8XL14EgDZbwLX1/AE+B5w/5w9w/m01f8Dy50Amk5n1Hs4jWlaqrd+suq3nD/A54Pw5f4Dzb6v5A4/POeA5WowxxhhjFsKFFmOMMcaYhXChxRhjjDFmIVxoMcYYY4xZCBdajDHGGGMWwoUWY4wxxpiF8PIOjDHGGGMWwiNajDHGGGMWwoUWY4wxxpiFcKHFGGOMMWYhXGgxxhhjjFkIF1qMMcYYYxbChZaVyc/PR0xMDNRqNdzc3PD666+jpqampcOyiE8//RSCIBj9vPHGGwb9UlJS4OfnBxsbG/To0QPbtm1roYj/mLNnz2L69OkICwuDTCZD9+7dTfYzJ9+ysjJMnjwZjo6OsLOzQ0JCAq5evWrpFP4Qc/KPjo42+ZrIz8836Nca809PT8ezzz4LT09PqNVqhIWFYe3atbj3i+PWev3Nyd+ar/+OHTug1Wrh4uICpVIJX19fzJ49G2VlZQb9vv76a/To0QM2Njbw8/PDunXrjPZVU1ODefPmwc3NDWq1GjExMTh16lRzpfJQzMl/woQJJq9/Zmamwb6aPX9iVuPmzZvk7u5OUVFRlJmZSSkpKWRvb0+vvfZaS4dmEevWrSMAlJmZSXl5eeLPL7/8IvbZsGEDCYJAb731Fu3Zs4emTZtGMpmM8vLyWjDyh7Nlyxby9PSkkSNHUkhICAUHBxv1MTffuLg48vT0pLS0NNq6dSt1796devToQbW1tc2VTpOZk79Wq6V+/foZvB7y8vKosrLSoF9rzP/JJ5+k0aNH08aNG2n37t30xhtvkEQioaSkJLGPNV9/c/K35uufmppK8+bNo4yMDMrJyaGPP/6YnJycKCYmRuyzb98+kkqlNG3aNNqzZw+99dZbJAgCpaenG+xr2rRpZG9vTykpKZSZmUlPPfUUeXh4UGlpaXOnZTZz8h8/fjz5+voaXf9782ru/LnQsiKLFy8mtVpNxcXFYtuqVatIKpXS5cuXWzAyy2gotK5fv95oHz8/PxozZoxBW0REBMXHx1s6vEeurq5O/Pf48eNNFhrm5Jubm0sAaNeuXWJbfn4+CYJAaWlpFoj80TAnf61WS0OGDLnvflpr/qZe51OmTKH27duL58aar785+Vvz9Tdl9erVBED8/z02NpYiIyMN+owZM4YCAwPFxxcvXiSpVEqrVq0S24qLi0mtVtMHH3zQPIE/Ivfm39j/C3drifz5o0MrsnPnTgwaNAiOjo5i26hRo6DX65GVldWCkbWMgoICnD59GqNGjTJoHz16NHbv3o3q6uoWiuzhSCT3/3U1N9+dO3dCo9EgJiZG7OPv74+wsDDs2LHj0Qf+iDwof3O11vydnZ2N2nr27Ilbt26hvLzc6q//g/I3V2vN3xQnJycA9R+FVVdXIycnBy+88IJBn9GjR+PkyZM4f/48ACArKwt6vd6gn6OjI2JjY1t1/uZqify50LIi+fn5CAgIMGjTaDRwd3c3mqNgTYKDgyGVSuHr64slS5agrq4OAMSc7z0ngYGBqKmpQWFhYbPHaknm5pufnw9/f38IgmDUzxpeJ99++y3UajVsbGyg1Wqxd+9eg+3WlP93330HDw8P2NnZtcnrf3f+Daz9+tfV1aGqqgqHDh3CokWLMHz4cHh7e+PcuXOora01ef2BO/8/5Ofnw9XVFQ4ODkb9WnP+Dc6ePQt7e3soFAqEh4djy5YtBs9vify50LIiJSUl0Gg0Ru0ODg64efNm8wdkYe7u7njnnXfw+eefY+fOnRg8eDDeeust/PnPfwZQfz4AGJ2Thl8wazsn5uZrza8TrVaLjz76CJmZmfjss89QUVGBQYMGIS8vT+xjLfl/99132LhxI+bOnQug7V3/e/MH2sb19/LygkqlQnh4ONzd3bF+/XoAbef6N5Y/UD/CuXTpUmzduhWbNm2Cs7MzRowYgYyMDLFPS+Qvs8heGWsGcXFxiIuLEx/HxsZCpVJh2bJlmD9/fgtGxlrKO++8Y/B46NChCA4ORnJycqv7WOR+Ll26hBdffBEDBgxAYmJiS4fT7BrLvy1c/x07dqC8vBzHjx/Hu+++i2HDhuGbb75p6bCaTWP5S6VS8Y/sBsOHD0dkZCQWLFiAhISEFoqYR7SsioODg9FXfYH6Cv7ueVvWbNSoUairq8ORI0fEv+TuPScNf/lZ2zkxN9+29DpRq9UYMmQIfvrpJ7GttedfWlqK+Ph4ODk5YfPmzeLctbZy/RvL3xRrvP6hoaGIiIjAyy+/jK1btyInJwf/+te/2sz1byx/UyQSCUaOHImTJ0+isrISQMvkz4WWFQkICDC5XszVq1eNPrdvCxpyvvec5OfnQ6FQwNfXtyXCshhz8w0ICMCpU6eM1l8yNcfPGrXm/CsrKzF06FCUlZVh586dsLe3F7e1het/v/zN1Zrzv1doaCjkcjnOnj2LLl26QC6Xm7z+wJ3XR0BAAIqKisQC7O5+rTl/c7VE/lxoWZH4+HhkZ2ejtLRUbEtPT4dEIkFsbGzLBdaMNm7cCKlUip49e8LX1xd+fn5IT0836JOWloaBAwdCoVC0UJSWYW6+8fHxKCkpwe7du8U+p0+fxuHDhzF48OBmjdnSysvLsW3bNvTu3Vtsa63563Q6jBo1CidPnkRmZiY8PDwMtlv79X9Q/qZY0/U35cCBA6itrYWvry+USiUGDBhgMB8JqL/+gYGB4oTx2NhYSCQSbN68WexTUlKCrKysVp2/KXq9Hunp6QgODoZKpQLQQvlbZNEI1iIaFizVarW0a9cuWrt2LWk0GqtdsDQ2Npbef/992r59O23fvp2mTZtGgiDQrFmzxD7r168nQRBowYIFlJOTQ9OnTyeZTEa5ubktGPnDKS8vp/T0dEpPT6fo6Gjq1KmT+PjatWtEZH6+cXFx1KlTJ9q0aRP9+9//ppCQkMd+wcYH5b93714aNmwYrV27lvbs2UNffPEF9ezZkxQKBR04cMBgX60x/ylTphAAWrp0qdGCjFVVVURk3df/Qflb+/UfMWIEvffee/T1119TdnY2LV26lNzc3Cg0NJSqq6uJ6M6Cpa+88grl5OTQggULSBAE2rRpk8G+pk2bRhqNhtauXUu7du0irVb72C9Y+qD8z58/T1qtllauXEnZ2dmUnp5OTz/9NAmCQF999ZXBvpo7fy60rMyJEydo4MCBpFKpyNXVlebOnSv+ElqbxMRE6tatG6lUKlIqlRQSEkIfffQR6fV6g35r1qyhrl27kkKhoJCQEPr6669bKOI/prCwkACY/MnJyRH7mZNvaWkpTZo0iTQaDdna2tLzzz//2C9q+6D8z5w5Q3FxceTm5kZyuZw0Gg0NHjzY6E2WqHXm7+Xl1Wj+hYWFYj9rvf4Pyt/ar/+SJUsoLCyM7OzsSK1WU3BwML399ttUVlZm0G/r1q0UEhJCCoWCunbtSikpKUb7qqqqojlz5pCrqyupVCoaNGgQnTx5srlSeSgPyr+4uJiGDx9Onp6epFAoyNbWlqKjoykzM9NoX82dv0B0zwfVjDHGGGPskeA5WowxxhhjFsKFFmOMMcaYhXChxRhjjDFmIVxoMcYYY4xZCBdajDHGGGMWwoUWY4wxxpiFcKHFGGOMMWYhXGgxxhhjjFkIF1qMscdWUVEREhIS4OTkBEEQsHz58pYOyepkZmYiLCwMNjY2EATB4F6pjwNBEJCUlCQ+/vTTTyEIAs6fP99iMTHWFFxoMdaKxMfHw8HBAUVFRUbbysrK4O7ujr59+0Kv17dAdI/eX/7yF+zatQtvvvkmUlNT8cwzz2DHjh0Gb7yPi8WLF2PLli0W2Xdubi6SkpIeeRFUXFyMUaNGQaVSYcWKFUhNTYVarX6kx2CszbPYzX0YY49cQUEBtWvXjsaMGWO07dVXXyWZTEZHjhxpgcgso0OHDjR27FiDttdee40ex/+61Go1jR8/3iL7/vvf/250T8NHYefOnQSAvvnmm0e630cJAC1cuFB8rNPpqLKy0uiepow9rnhEi7FWxMfHBwsXLsSGDRuQlZUltv/4449YuXIlZs+ejR49elg0hqqqqmYbMbt27Ro0Go3Fj0NEqKystPhxmqq8vNyi+7927RoANMs5flSkUqn4MSdjrUJLV3qMsaapra2l0NBQ6tKlC1VWVpJOp6MnnniCfHx8qLy8nE6ePEkjR44kBwcHUiqVFB4eTlu3bjXYR3FxMc2ZM4e6d+9OarWa7Ozs6JlnnjEaDcvJySEAtGHDBpo/fz517NiRBEGgkpISqqmpoaSkJOratSsplUpydHSkfv36UVZW1n3jN+fY69atIwBGP+PHjzfZ3qCuro6WLVtGQUFBpFQqydXVlaZOnUo3b940iMHLy4uGDBlCmZmZFB4eTkqlkpYtW9ZozKdPn6bnn3+eOnToQEqlkjw8POjFF1+k0tJSIqJGYyUiOn/+PL3yyivk5+dHNjY25OjoSAkJCUajUw05/+c//6FXXnmFXFxcSKPR0MKFC03u/0GjW5s2baInnniCbGxsyMnJicaOHUuXLl0St2u12kZjbsylS5do0qRJ5O7uTgqFgry9vWn69OlUXV0t9jl37hwlJCSQg4MDqVQq6tu3L23bts1oX0VFRTRp0iRydXUlpVJJoaGh9Omnnxr1wz0jWg3n6e78G67nvn37qHfv3qRUKsnHx4c+++wzo/39/PPPFBUVRTY2NuTh4UHJycm0du1ai4wYMkZEJGuWao4x9sjIZDKsXr0akZGRSE5OhqurKw4dOoTMzEwUFhaiX79+8PDwwBtvvAG1Wo1Nmzbhueeew+bNmzFixAgAQEFBAbZs2YIXXngBPj4+KCoqwqpVq6DVanHixAl07NjR4JjJyclQKBSYO3cuqquroVAokJSUhCVLluDll19Gnz59cOvWLRw8eBCHDh1CTExMo/Gbc+yoqCikpqbiT3/6E2JiYjBu3DgAQJcuXXDlyhV88803SE1NNdr3tGnT8Omnn2LixIlITExEYWEh/vnPf+Lw4cPYv38/5HK52PfUqVMYM2YMpk2bhilTpsDf399kvDU1NYiLi0N1dTVmzpwJNzc3XL58Gdu2bUNpaSns7e2RmpoqnoepU6eKsQL1o425ubkYPXo0PD09cf78eXzyySeIjo7GiRMn0K5dO4Pjvfrqq3BxccGCBQtQXl6O+Ph4nD59Ghs2bMCyZcvg7OwMAHBxcWn0HDecg969e2PJkiUoKirCRx99hP379+Pw4cPQaDSYP38+/P39sXr1aixatAg+Pj5izKZcuXIFffr0QWlpKaZOnYqAgABcvnwZGRkZqKiogEKhQFFRESIjI1FRUYHExEQ4OTnhs88+w/Dhw5GRkSG+/iorKxEdHY2zZ89ixowZ8PHxQXp6OiZMmIDS0lL8+c9/bjSOxpw9exYJCQmYPHkyxo8fj7Vr12LChAkIDw9HcHAwAODy5csYMGAABEHAm2++CbVajTVr1kCpVDb5eIyZraUrPcbYw5kxYwbJ5XKytbUV52wNHDiQQkJCqKqqSuyn1+spMjKSunXrJrZVVVVRXV2dwf4KCwtJqVTSokWLxLaGES1fX1+qqKgw6N+jRw8aMmRIk+M299hE9aMZr732mkFbY3O09u3bRwDoyy+/NGjPzMw0avfy8iIAlJmZ+cB4Dx8+TAAoPT39vv0am6N173kjIsrLyyMA9Pnnn4ttDSM1/fv3J51OZ9C/KXO0ampqyNXVlbp3706VlZVi+7Zt2wgALViwwOiYP/744wP3O27cOJJIJCb7NsyXmjVrFgGgffv2idt+++038vHxIW9vb/G6L1++nADQF198YRB3REQE2dra0q1bt8R2mDmiBYD27t0rtl27do2USiXNmTNHbJs5cyYJgkCHDx8W24qLi8nR0ZFHtJjF8Bwtxlqp9957D05OTpBIJFi2bBlu3ryJPXv2YNSoUfjtt99w48YN3LhxA8XFxYiLi8OZM2dw+fJlAIBSqYREUv/rX1dXh+LiYtja2sLf3x+HDh0yOtb48eOhUqkM2jQaDY4fP44zZ840Ke6mHttc6enpsLe3R0xMjJj7jRs3EB4eDltbW+Tk5Bj09/HxQVxc3AP3a29vDwDYtWsXKioqmhzX3eettrYWxcXF6Nq1KzQajcl8p0yZAqlU2uTjNDh48CCuXbuGV199FTY2NmL7kCFDEBAQgO3btzd5n3q9Hlu2bMGwYcPQq1cvo+0N86V27NiBPn36oH///uI2W1tbTJ06FefPn8eJEyfEfm5ubhgzZozYTy6XIzExEbdv38a3337b5BiDgoLw1FNPiY9dXFzg7++PgoICsS0zMxMREREICwsT2xwdHTF27NgmH48xc3GhxVgr1b59e/j7+6NTp07o0KEDzp49CyLC22+/DRcXF4OfhQsXArgz+Vmv12PZsmXo1q0blEolnJ2d4eLigqNHj6KsrMzoWD4+PkZtixYtQmlpKfz8/BASEoJ58+bh6NGjD4y7qcc215kzZ1BWVgZXV1ej/G/fvi3mfr+cTPHx8cHs2bOxZs0aODs7Iy4uDitWrDA71srKSixYsACdOnUyyLe0tNTsc90UFy5cAACTH4UGBASI25vi+vXruHXrFrp37/7AY5s6bmBgoEFsFy5cQLdu3cSCu7F+TdG5c2ejNgcHB5SUlBjE17VrV6N+ptoYe1R4jhZjVqLhm4Bz585tdKSm4Q1l8eLFePvttzFp0iQkJyfD0dEREokEs2bNMvmNwntHswAgKioK586dw9atW5GVlYU1a9Zg2bJlWLlyJV5++eVG42zqsc2l1+vh6uqKL7/80uT2e+c0mcqpMUuXLsWECRPEXBMTE7FkyRJ8//338PT0vO9zZ86ciXXr1mHWrFmIiIiAvb09BEHA6NGjzT7X7MEaGwUkomaOhDFDXGgxZiV8fX0B1H8EM2jQoPv2zcjIwIABA5CSkmLQXlpaKk62NoejoyMmTpyIiRMn4vbt24iKikJSUtJ9C60/euzGvtbfpUsXZGdno1+/fhYpVkJCQhASEoK33noLubm56NevH1auXIl33333vnFlZGRg/PjxWLp0qdhWVVXVpMVHm7KUgZeXF4D6yf5PP/20wbZTp06J25vCxcUF7du3x7Fjxx547FOnThm15+fnG8Tm5eWFo0ePQq/XG4xq3dvvUfPy8sLZs2eN2k21Mfao8EeHjFkJV1dXREdHY9WqVbh69arR9uvXr4v/lkqlRn/pp6eni3O4zFFcXGzw2NbWFl27dkV1dfV9n/dHj92wcvm9hcqoUaNQV1eH5ORko+fodLqHXlX91q1b0Ol0Bm0hISGQSCQGuarVapPHMJXvxx9/jLq6OrNjaCxnU3r16gVXV1esXLnSIL6dO3fi5MmTGDJkiNnHbSCRSPDcc8/h66+/xsGDB422N+Q3ePBg/PDDD8jLyxO3lZeXY/Xq1fD29kZQUJDY79dff0VaWprYT6fT4eOPP4atrS20Wm2TYzRHXFwc8vLycOTIEbHt5s2bjY6CMvYo8IgWY1ZkxYoV6N+/P0JCQjBlyhT4+vqiqKgIeXl5uHTpEn7++WcAwNChQ7Fo0SJMnDgRkZGR+O9//4svv/xSHBUzR1BQEKKjoxEeHg5HR0ccPHgQGRkZmDFjxn2f90ePHR4eDgBITExEXFwcpFIpRo8eDa1Wi2nTpmHJkiU4cuQIYmNjIZfLcebMGaSnp+Ojjz5CQkKC2fk12LNnD2bMmIEXXngBfn5+0Ol0SE1NhVQqxciRIw3iys7OxocffoiOHTvCx8cHffv2xdChQ5Gamgp7e3sEBQUhLy8P2dnZcHJyMjuGhpznz5+P0aNHQy6XY9iwYSZvlyOXy/HBBx9g4sSJ0Gq1GDNmjLi8g7e3N/7yl780+RwA9R/5ZmVlQavVYurUqQgMDMTVq1eRnp6O7777DhqNBm+88QY2bNiA+Ph4JCYmwtHREZ999hkKCwuxefNmcfRq6tSpWLVqFSZMmICffvoJ3t7eyMjIwP79+7F8+XLY2dk9VIwP8vrrr+OLL75ATEwMZs6cKS7v0LlzZ9y8eZMXQWWW0ZJfeWSM/TFarZaCg4MN2s6dO0fjxo0jNzc3ksvl5OHhQUOHDqWMjAyxT1VVFc2ZM4fc3d1JpVJRv379KC8vj7RaLWm1WrFfw/IOppY2ePfdd6lPnz6k0WhIpVJRQEAAvffee1RTU3PfmM09NpHp5R10Oh3NnDmTXFxcSBAEo6UeVq9eTeHh4aRSqcjOzo5CQkLo9ddfpytXroh9Gha4NEdBQQFNmjSJunTpIi44OmDAAMrOzjbol5+fT1FRUaRSqQwW/ywpKaGJEyeSs7Mz2draUlxcHOXn55OXl5fBchAPWmohOTmZPDw8SCKRmLUUQVpaGvXs2VNcTPbeBUvNOea9Lly4QOPGjSMXFxdSKpXk6+tLr732mskFSzUaDdnY2FCfPn0aXbC04bwoFAoKCQmhdevWGfVDExYsvZep19Thw4fpqaeeIqVSSZ6enrRkyRL6xz/+QQDo119/Nes8MNYUAhHPFGSMMdZ2zZo1C6tWrcLt27f/0NIajJnCc7QYY4y1Gffe07K4uBipqano378/F1nMIniOFmOMsTYjIiIC0dHRCAwMRFFREVJSUnDr1i28/fbbLR0as1JcaDHGGGszBg8ejIyMDKxevRqCIOCJJ55ASkoKoqKiWjo0ZqV4jhZjjDHGmIXwHC3GGGOMMQvhQosxxhhjzEK40GKMMcYYsxAutBhjjDHGLIQLLcYYY4wxC+FCizHGGGPMQrjQYowxxhizEC60GGOMMcYs5P8AkeivfZijvwsAAAAASUVORK5CYII=", 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", 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for gdir in gdirs:\n", " plt.figure()\n", " for scen in scenarios.keys():\n", " if 'stab50yr' in scen:\n", " try:\n", " _temp = scenarios[scen]['temperature']\n", " _years = scenarios[scen]['years']\n", " if '0_5C' in scen: \n", " dT = 0.5\n", " elif '1_5C' in scen: \n", " dT = 1.5\n", " elif '2_5C' in scen:\n", " dT = 2.5\n", " else:\n", " dT=None\n", " # last year of stabilisation is beginning of cooling \n", " _branch_yr = int(_years[_temp==dT][-1])\n", " _yr, vol = load_volume(gdir, scen, add=\"\")\n", " vol = vol[_branch_yr:]\n", " vol_rel = 100*vol/vol[0]\n", " #assert np.all(_temp[int(_branch_yr):]==dT)\n", " print(scen, _branch_yr, dT)\n", " plt.plot(vol_rel, **get_scenario_style(scen))\n", " except:\n", " pass\n", " plt.ylabel('Glacier mass\\n(% rel. to start of cooling)')\n", " plt.xlabel('Years after start of cooling')\n", " plt.title(f'Negative CO2 emission scenarios: {gdir.rgi_id}')\n", " plt.savefig(f'figures_2026_08_obergurgl_presi/idealised_negative_zero_emission_scenarios_{gdir.rgi_id}.png')" ] }, { "cell_type": "code", "execution_count": 81, "id": "eb3c9045-a3b5-4cd9-8907-b2ccfbcaf18a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['RGI60-11.01450',\n", " 'RGI60-13.54431',\n", " 'RGI60-16.01251',\n", " 'RGI60-01.13696',\n", " 'RGI60-03.01710',\n", " 'RGI60-04.06187']" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rgi_ids" ] }, { "cell_type": "code", "execution_count": null, "id": "96419907-60ea-49f5-9663-cce6c3aeb623", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "e1396af8-e80d-4b08-aca5-555bf15a2fc2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "3ade6a04-cdae-4f8a-8955-21aa9646689e", "metadata": {}, "source": [ "### Old Schuster et al. 2025 paper idealised scenarios" ] }, { "cell_type": "markdown", "id": "f8e60d6d-430b-4fa4-97d3-154eebc79213", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 10, "id": "1e5285f1-8adc-42e4-8042-50a89fb58fa6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RGI60-11.01450 7 9\n", "RGI60-11.01450 7 9\n", "RGI60-13.54431 7 9\n", "RGI60-13.54431 7 9\n", "RGI60-16.01251 9 11\n", "RGI60-16.01251 9 11\n", "RGI60-01.13696 5 7\n", "RGI60-01.13696 5 7\n", "RGI60-03.01710 4 6\n", "RGI60-03.01710 4 6\n", "RGI60-04.06187 4 6\n", "RGI60-04.06187 4 6\n" ] } ], "source": [ "### save the data ... \n", "roll = 21\n", "\n", "ds_d = {}\n", "ds_lin_d = {}\n", "#ds_step_d = {}\n", "\n", "df_runoff_d = {}\n", "df_lin_runoff_d = {}\n", "#df_step_runoff_d = {}\n", "\n", "df_runoff_d_dry = {}\n", "df_lin_runoff_d_dry = {}\n", "#df_step_runoff_d_dry = {}\n", "#fig, axs = plt.subplots(nrows=4, ncols=6, figsize=(30, 20), sharex=True)\n", "#axs = axs.flatten()\n", "#axs_s = axs[-6:]\n", "for j,gdir in enumerate(gdirs):\n", " with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_oversh_temp')) as ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " ds = ds.isel(time=slice(0, -1)).load()\n", "\n", " with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_lin_temp')) as ds_lin:\n", " ds_lin = ds_lin.isel(time=slice(0, -1)).load()\n", " if do_step_change:\n", " with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_step_temp')) as ds_step:\n", " ds_step = ds_step.isel(time=slice(0, -1)).load()\n", "\n", "\n", " sel_vars_m = [v for v in ds.variables if 'month_2d' in ds[v].dims]\n", " sel_vars = [v for v in ds.variables if 'month_2d' not in ds[v].dims]\n", "\n", " \n", " ds_lin_d[gdir.rgi_id] = ds_lin\n", " #ds_step_d[gdir.rgi_id] = ds_step\n", " ds_d[gdir.rgi_id] = ds\n", " \n", " for _d,_f in zip([ds,ds_lin], #,ds_step],\n", " [df_runoff_d,df_lin_runoff_d]): #,df_lin_runoff_d_dry]):\n", " \n", " \n", " df_annual = _d[runoff_vars].to_dataframe()\n", " # Select only the runoff variables\n", " # Convert them to megatonnes (instead of kg)\n", " df_runoff = df_annual[runoff_vars] * 1e-9\n", " # We smooth the output, which is otherwize noisy because of area discretization\n", " df_runoff = df_runoff.rolling(roll, center=True, min_periods=1).mean()\n", " df_runoff = df_runoff.rename(columns=labels_nice_dict)\n", " \n", " _f[gdir.rgi_id] = df_runoff\n", "\n", " for _d,_f in zip([ds,ds_lin], #,ds_step],\n", " [df_runoff_d_dry,df_lin_runoff_d_dry]): #,df_lin_runoff_d_dry]): \n", " # todo change the numbers \n", " m_last = dry_last_month_glacier_d[gdir.rgi_id]\n", " m_first = m_last-2\n", " print(gdir.rgi_id, m_first, m_last)\n", " df_summer = _d[runoff_vars_monthly].sel(month_2d=slice(m_first,m_last)).sum(dim='month_2d').to_dataframe()\n", " # Convert them to megatonnes (instead of kg)\n", " df_runoff_sum = df_summer[runoff_vars_monthly] * 1e-9\n", " # We smooth the output, which is otherwize noisy because of area discretization\n", " df_runoff_sum = df_runoff_sum.rolling(roll, center=True, min_periods=1).mean()\n", " _f[gdir.rgi_id] = df_runoff_sum#.sum(axis=1)\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "424e24fb-295a-4430-b585-30ed6a1889c4", "metadata": {}, "outputs": [], "source": [ "num_dict = {\n", " 0: 'a', 1: 'b', 2: 'c', 3: 'd', 4: 'e', 5: 'f', 6: 'g', 7: 'h', 8: 'i', 9: 'j',\n", " 10: 'k', 11: 'l', 12: 'm', 13: 'n', 14: 'o', 15: 'p', 16: 'q', 17: 'r', 18: 's',\n", " 19: 't', 20: 'u', 21: 'v', 22: 'w', 23: 'x', 24: 'y', 25: 'z'\n", "}" ] }, { "cell_type": "markdown", "id": "94063989-b5b7-4c35-876b-c5394810b8d9", "metadata": {}, "source": [ "**Important --> trough water definition:**\n", "- We define \"trough water\" to occur if the 21 or 51-year average annual or seasonal glacier runoff from an overshoot scenario is at least 5\\% smaller than in a stabilisation scenario for at least 20 years and if the runoff from the overshoot scenario stays below the baseline period (initial steady state for the idealised experiments, 2000--2020 or 2000--2050 climate for the projections with the ESM)." ] }, { "cell_type": "code", "execution_count": 12, "id": "5a964067-4611-4a2a-a97c-cdbac591961e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Annual runoff', 'Dry-melt season runoff']\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# for Fig. 1 we only show one fast responding glacier (Aletsch glacier) and one slower responding glacier (Wykeham Glacier South)\n", "gdirs_sel_fig1 = [gdirs[0],gdirs[-2]]\n", "\n", "with_step_ch = False\n", "plt.rc('font', size=26)\n", "fig, axs = plt.subplots(nrows=3, ncols=2, figsize=(16.5, 12.5), sharex=True)\n", "axs = axs.flatten()\n", "\n", "j = 0\n", "\n", "if with_step_ch:\n", " temp_bias_step.plot(ax=axs[0], c='C3', ls=':', lw=3, label='step change');\n", "(temp_bias_ts_lin-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', ls='-', lw=3, label='stabilisation');\n", "(temp_bias_ts-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', label='overshoot', lw=3, ls='--');\n", "#axs[0].text(0.99, 0.98, 'Temperature', weight='bold',\n", "# ha='right', va='top', transform=axs[0].transAxes, \n", "# fontsize=22, color='C3')\n", "\n", "#axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", " \n", "\n", "axs[0].annotate('temperature\\ntarget',(480,temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0]),\n", " xytext=(415,(temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0])*1.5),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=18)\n", "\n", "for j,gdir in enumerate(gdirs_sel_fig1): \n", " ds = ds_d[gdir.rgi_id]\n", " ds_lin = ds_lin_d[gdir.rgi_id]\n", "\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff_lin = df_lin_runoff_d[gdir.rgi_id]\n", "\n", " df_runoff_dry = df_runoff_d_dry[gdir.rgi_id]\n", " df_runoff_dry_lin = df_lin_runoff_d_dry[gdir.rgi_id]\n", " \n", " init_vol = ds_lin.volume_m3.isel(time=0)\n", " #if j==0:\n", " # axs[2+j].text(0.99, 0.985, 'Glacier mass',\n", " # ha='right', va='top', transform=axs[2+j].transAxes, \n", " # fontsize=22, color='black', weight='bold')\n", " if with_step_ch:\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls=':');\n", "\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls ='-' , lw=3);\n", " (100*ds.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls='--', lw=3);\n", " axs[2+j].set_ylabel('')\n", " #axs[1].set_title('Glacier mass', fontsize=22)\n", " eq0 = (100*ds.volume_m3/init_vol).isel(time=0)\n", " eq1 = (100*ds.volume_m3/init_vol).isel(time=-1)\n", " if j==0:\n", " axs[2+j].annotate('glacier in\\nsteady\\nstate',(20,eq0), xytext=(-20,eq0*0.76), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " axs[2+j].annotate('glacier in new\\nsteady state',(480,eq1), xytext=(420,eq1*1.1), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " t = 0 #np.abs((temp_bias_ts-temp_bias_ts_lin.max())).iloc[:200].idxmin()\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(t,ds_lin.time.values[-1])), (100*ds.sel(time=slice(t,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(t,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.2, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('overshoot\\nphase', # additional\\nwarming\\nreduces\\nice',\n", " (157,eq1*0.58),color='black',\n", " fontsize=24)\n", "\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(300,ds_lin.time.values[-1])), (100*ds.sel(time=slice(300,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(300,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.4, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('legacy\\nphase', # past warming reduces ice\n", " (320,eq1*0.9), xytext=(340,eq1*0.6), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=24) \n", " ### temporarily irreversible \n", " #axs[4+j].text(0.99, 0.98, 'Glacier runoff\\n(annual)',\n", " # ha='right', va='top', transform=axs[4+j].transAxes, \n", " # fontsize=22, color='C0', weight='bold')\n", "\n", " axs[2+j].set_ylim([axs[2+j].get_ylim()[0],axs[2+j].get_ylim()[1]*1.01])\n", " init_runoff = df_runoff.sum(axis=1).iloc[0]\n", " if with_step_ch:\n", " (100*df_runoff_step.sum(axis=1)/init_runoff).plot(ax=axs[4+j], c='C0', ls=':');\n", " (100*df_runoff_lin.sum(axis=1)/init_runoff).plot(ax=axs[4+j], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " (100*df_runoff.sum(axis=1)/init_runoff).plot(ax=axs[4+j], c='C0', ls='--', lw=3);\n", "\n", " axs[4+j].axhline((100*df_runoff.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " axs[4+j].axhline((100*df_runoff_lin.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " #plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", " #axs[2].fill_between(df_runoff.index,\n", " # df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", " # trough water condition, both diff hast to be <=-5% but also it needs to be smaller than the baseline (initial) \n", " diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", " diff_initial = -df_runoff.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_lin.index, (100*df_runoff_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.3, color='cyan')\n", " pw = (100*df_runoff.sum(axis=1).max()/init_runoff)\n", " tw = (100*df_runoff.sum(axis=1).min()/init_runoff)\n", " axs[4+j].set_ylim([(100*df_runoff_sum.sum(axis=1).min()*0.95/init_runoff),pw*1.1])\n", " pw_ind = df_runoff.sum(axis=1).idxmax()\n", " m = 4+j\n", "\n", " if j==0:\n", " axs[4+j].annotate('peak water',(pw_ind,pw), xytext=(pw_ind*1.24,pw*1.15),\n", " xycoords='data', textcoords='data', va ='top',ha='left',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=18)\n", " pw_lin = (100*df_runoff_lin.sum(axis=1).max()/init_runoff)\n", " pw_ind_lin = df_runoff_lin.sum(axis=1).idxmax()\n", " axs[4+j].annotate('',(pw_ind_lin,pw_lin), xytext=(pw_ind_lin*1.05,pw_lin*1.255),\n", " xycoords='data', textcoords='data',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", " tw_ind = df_runoff.sum(axis=1).idxmin()\n", "\n", " axs[4+j].annotate('trough water',(tw_ind,tw*1.07), xytext=(tw_ind*1.12,tw*0.92),\n", " xycoords='data', textcoords='data', color='cyan',\n", " va='center',ha='left',\n", " arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=24)\n", " #axs[m].text(0.99, 0.01, 'Glacier runoff\\n(dry-melt season)', # here for Aletsch glacier (i.e., driest months of entire RHONE basin)\n", " # ha='right', va='bottom', transform=axs[m].transAxes, \n", " # fontsize=22, color='tab:orange', weight='bold')\n", " if with_step_ch: \n", " (100*df_runoff_dry_step/init_runoff).sum(axis=1).plot(ax=axs[m], c='tab:orange', ls=':');\n", " (100*df_runoff_dry_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='-',lw=3, label='Dry-melt season runoff');\n", " (100*df_runoff_dry.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='--', lw=3);\n", " if j==0:\n", " handles, labels=axs[m].get_legend_handles_labels()\n", " print(labels)\n", " axs[m].legend(handles, labels, bbox_to_anchor=(1.02,-0.02),\n", " handlelength=1.5, handletextpad=0.5, labelspacing=0.3,\n", " loc = 'lower right', fontsize=20)\n", "\n", " axs[m].axhline((100*df_runoff_dry.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", " axs[m].axhline((100*df_runoff_dry_lin.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "\n", " #tw_ind_dry = df_runoff_dry.sum(axis=1).idxmin()\n", " #axs[m].annotate('',(tw_ind_dry,tw_ind_dry*1.01), xytext=(tw_ind_dry*1.2,tw_ind_dry*1.3),\n", " # xycoords='data', textcoords='data', color='cyan',\n", " # va='bottom',ha='left',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=20)\n", "\n", " #axs[m].fill_between(df_runoff_dry.sum(axis=1).index,\n", " # df_runoff_dry.sum(axis=1).iloc[0],\n", " # df_runoff_dry.sum(axis=1).values, alpha = 0.3, color='tab:orange')\n", "\n", " diff = (-df_runoff_dry_lin.sum(axis=1)+df_runoff_dry.sum(axis=1))\n", " diff_initial = -df_runoff_dry_lin.sum(axis=1).iloc[0] + df_runoff_dry.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_dry_lin.index, (100*df_runoff_dry_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff_dry.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.2, color='tab:orange') #, label='')\n", "\n", "\n", " #leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", " #leg.get_title().set_color('C4')\n", "\n", " axs[m].set_ylim([axs[m].get_ylim()[0]*0.6, axs[m].get_ylim()[1]])\n", " #plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", " # c='cyan', ls='-.',lw=0.4)\n", " #ax.set_xticks([])\n", "\n", " fs_ticks=16\n", " axs[0].set_yticks([(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " [(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " fontsize=fs_ticks)\n", " axs[0].set_ylabel('Temperature (°C)', fontsize=fs_ticks+7, weight='bold')\n", " if j==0:\n", " axs[2+j].set_yticks([int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100], # time 550 because time shifted by 50 years\n", " [int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100],\n", " fontsize=fs_ticks)\n", " else:\n", " axs[2+j].set_yticks([int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " [int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " fontsize=fs_ticks)\n", " axs[2+j].set_ylim([30,103])\n", " axs[2].axhline(32, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[2].axhline(76, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[3].axhline(60, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", "\n", " axs[2+j].set_ylabel('Glacier mass (%)', fontsize=fs_ticks+7, weight='bold')\n", " axs[3].set_ylabel('Glacier mass (%)', fontsize=fs_ticks+7, weight='bold')\n", "\n", " axs[4+j].set_ylabel('Glacier runoff (%)', fontsize=fs_ticks+7, weight='bold')\n", " axs[5].set_ylabel('Glacier runoff (%)', fontsize=fs_ticks+7, weight='bold')\n", "\n", " if j==0:\n", " axs[4+0].set_yticks([40,60,80,100,120],[40,60,80,100,120], fontsize=fs_ticks)\n", " else:\n", " axs[4+1].set_yticks([20,40,60,80,100,120,140,160,180, 200],\n", " [20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", "\n", "\n", " #plt.tight_layout();\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Years', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "# reset the time axis to start at zero when the temp. changes are applied\n", "num_text_x = 0.005 -0.135+0.05\n", "num_text_y = 0.92 +0.09#08\n", "for jj,ax in enumerate([axs[0], axs[2], axs[3], axs[4], axs[5]]):\n", " #ax.set_yticks([]);\n", " if jj not in [0,1,2]:\n", " num_text_y_sh = -0.02\n", " else:\n", " num_text_y_sh = +0.02\n", " ax.set_xticks([],[])\n", " ax.text(num_text_x-0.003, num_text_y+num_text_y_sh,\n", " num_dict[jj], fontsize=26, transform=ax.transAxes, weight='bold')\n", " ax.axvline(300, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " ax.set_xlim([-25,525])\n", "for j in [0,1]:\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Year', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "\n", "fig.delaxes(axs[1])\n", "#for ax in [axs[3], axs[5]]:\n", "# ax.set_ylabel('')\n", "#axs[0].set_xlabel('Year\\n', alpha = 1, fontsize=40); # just to fake some space... \n", "\n", "plt.tight_layout()\n", "\n", "#name = 'Aletsch Glacier'\n", "name = 'fast-responding glacier'\n", "axs[2].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "\n", "j = 1\n", "name = gdirs_sel_fig1[j].name\n", "name= 'slow-responding glacier'\n", "axs[2+1].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "\n", "leg = axs[0].legend(fontsize=28, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'upper left', bbox_to_anchor=(1.3,0.9), ncol=1)\n", "for jj in np.arange(0,len(leg.get_lines()),1):\n", " leg.get_lines()[jj].set_color('grey')\n", " leg.get_texts()[jj].set_color('grey')\n", "\n", "plt.savefig('../figures/fig_1.pdf', dpi=300)\n", "plt.savefig('../figures/fig_1.png', dpi=300)" ] }, { "cell_type": "code", "execution_count": null, "id": "af76dbce-1733-46cc-8bb7-705778eb7d37", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "235df6ef-e2a0-4241-a312-4c9e74571c5b", "metadata": {}, "source": [ "## Variants of Fig. 1" ] }, { "cell_type": "code", "execution_count": 52, "id": "02dc8d60-2259-49ed-8019-75bfb34fe3c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Annual runoff', 'Dry-melt season runoff']\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# for Fig. 1 we only show one fast responding glacier (Aletsch glacier) and one slower responding glacier (Wykeham Glacier South)\n", "gdirs_sel_fig1 = [gdirs[0],gdirs[-2]]\n", "\n", "with_step_ch = False\n", "plt.rc('font', size=26)\n", "fig, axs = plt.subplots(nrows=3, ncols=2, figsize=(16.5, 12.5), sharex=True)\n", "axs = axs.flatten()\n", "\n", "j = 0\n", "\n", "if with_step_ch:\n", " temp_bias_step.plot(ax=axs[0], c='C3', ls=':', lw=3, label='step change');\n", "(temp_bias_ts_lin-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', ls='-', lw=3, label='stabilisation');\n", "(temp_bias_ts-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', label='overshoot', lw=3, ls='--');\n", "#axs[0].text(0.99, 0.98, 'Temperature', weight='bold',\n", "# ha='right', va='top', transform=axs[0].transAxes, \n", "# fontsize=22, color='C3')\n", "\n", "#axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", " \n", "\n", "axs[0].annotate('temperature\\ntarget',(480,temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0]),\n", " xytext=(415,(temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0])*1.5),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=18)\n", "\n", "for j,gdir in enumerate(gdirs_sel_fig1): \n", " ds = ds_d[gdir.rgi_id]\n", " ds_lin = ds_lin_d[gdir.rgi_id]\n", "\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff_lin = df_lin_runoff_d[gdir.rgi_id]\n", "\n", " df_runoff_dry = df_runoff_d_dry[gdir.rgi_id]\n", " df_runoff_dry_lin = df_lin_runoff_d_dry[gdir.rgi_id]\n", " \n", " init_vol = ds_lin.volume_m3.isel(time=0)\n", " #if j==0:\n", " # axs[2+j].text(0.99, 0.985, 'Glacier mass',\n", " # ha='right', va='top', transform=axs[2+j].transAxes, \n", " # fontsize=22, color='black', weight='bold')\n", " if with_step_ch:\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls=':');\n", "\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls ='-' , lw=3);\n", " (100*ds.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls='--', lw=3);\n", " axs[2+j].set_ylabel('')\n", " #axs[1].set_title('Glacier mass', fontsize=22)\n", " eq0 = (100*ds.volume_m3/init_vol).isel(time=0)\n", " eq1 = (100*ds.volume_m3/init_vol).isel(time=-1)\n", " if j==0:\n", " axs[2+j].annotate('glacier in\\nsteady\\nstate',(20,eq0), xytext=(-20,eq0*0.67), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " axs[2+j].annotate('glacier in new\\nsteady state',(480,eq1), xytext=(410,eq1*1.13), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " t = 0 #np.abs((temp_bias_ts-temp_bias_ts_lin.max())).iloc[:200].idxmin()\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(t,ds_lin.time.values[-1])), (100*ds.sel(time=slice(t,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(t,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.2, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('overshoot\\n phase', # additional\\nwarming\\nreduces\\nice',\n", " (150,eq1*0.59),color='black',\n", " fontsize=24)\n", "\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(300,ds_lin.time.values[-1])), (100*ds.sel(time=slice(300,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(300,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.4, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('legacy\\nphase', # past warming reduces ice\n", " (318,eq1*0.92), xytext=(340,eq1*0.5), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=24) \n", " ### temporarily irreversible \n", " #axs[4+j].text(0.99, 0.98, 'Glacier runoff\\n(annual)',\n", " # ha='right', va='top', transform=axs[4+j].transAxes, \n", " # fontsize=22, color='C0', weight='bold')\n", "\n", " axs[2+j].set_ylim([axs[2+j].get_ylim()[0],axs[2+j].get_ylim()[1]*1.01])\n", " init_runoff = df_runoff.sum(axis=1).iloc[0]\n", " if with_step_ch:\n", " (100*df_runoff_step.sum(axis=1)/init_runoff).plot(ax=axs[4+j], c='C0', ls=':');\n", " (100*df_runoff_lin.sum(axis=1)/init_runoff).plot(ax=axs[4+j], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " (100*df_runoff.sum(axis=1)/init_runoff).plot(ax=axs[4+j], c='C0', ls='--', lw=3);\n", "\n", " axs[4+j].axhline((100*df_runoff.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " axs[4+j].axhline((100*df_runoff_lin.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " #plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", " #axs[2].fill_between(df_runoff.index,\n", " # df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", " # trough water condition, both diff hast to be <=-5% but also it needs to be smaller than the baseline (initial) \n", " diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", " diff_initial = -df_runoff.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_lin.index, (100*df_runoff_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.3, color='cyan')\n", " pw = (100*df_runoff.sum(axis=1).max()/init_runoff)\n", " tw = (100*df_runoff.sum(axis=1).min()/init_runoff)\n", " axs[4+j].set_ylim([(100*df_runoff_sum.sum(axis=1).min()*0.95/init_runoff),pw*1.1])\n", " pw_ind = df_runoff.sum(axis=1).idxmax()\n", " m = 4+j\n", "\n", " if j==0:\n", " axs[4+j].annotate('peak water',(pw_ind,pw), xytext=(pw_ind*1.24,pw*1.15),\n", " xycoords='data', textcoords='data', va ='top',ha='left',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=18)\n", " pw_lin = (100*df_runoff_lin.sum(axis=1).max()/init_runoff)\n", " pw_ind_lin = df_runoff_lin.sum(axis=1).idxmax()\n", " axs[4+j].annotate('',(pw_ind_lin,pw_lin), xytext=(pw_ind_lin*1.05,pw_lin*1.255),\n", " xycoords='data', textcoords='data',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", " tw_ind = df_runoff.sum(axis=1).idxmin()\n", "\n", " axs[4+j].annotate('trough water',(tw_ind,tw*1.08), xytext=(tw_ind*1.12,tw*0.92-1),\n", " xycoords='data', textcoords='data', color='cyan',\n", " va='center',ha='left',\n", " arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=24)\n", " #axs[m].text(0.99, 0.01, 'Glacier runoff\\n(dry-melt season)', # here for Aletsch glacier (i.e., driest months of entire RHONE basin)\n", " # ha='right', va='bottom', transform=axs[m].transAxes, \n", " # fontsize=22, color='tab:orange', weight='bold')\n", " if with_step_ch: \n", " (100*df_runoff_dry_step/init_runoff).sum(axis=1).plot(ax=axs[m], c='tab:orange', ls=':');\n", " (100*df_runoff_dry_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='-',lw=3, label='Dry-melt season runoff');\n", " (100*df_runoff_dry.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='--', lw=3);\n", " if j==0:\n", " handles, labels=axs[m].get_legend_handles_labels()\n", " print(labels)\n", " axs[m].legend(handles, labels, bbox_to_anchor=(1.02,-0.02),\n", " handlelength=1.5, handletextpad=0.5, labelspacing=0.3,\n", " loc = 'lower right', fontsize=20)\n", "\n", " axs[m].axhline((100*df_runoff_dry.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", " axs[m].axhline((100*df_runoff_dry_lin.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "\n", " #tw_ind_dry = df_runoff_dry.sum(axis=1).idxmin()\n", " #axs[m].annotate('',(tw_ind_dry,tw_ind_dry*1.01), xytext=(tw_ind_dry*1.2,tw_ind_dry*1.3),\n", " # xycoords='data', textcoords='data', color='cyan',\n", " # va='bottom',ha='left',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=20)\n", "\n", " #axs[m].fill_between(df_runoff_dry.sum(axis=1).index,\n", " # df_runoff_dry.sum(axis=1).iloc[0],\n", " # df_runoff_dry.sum(axis=1).values, alpha = 0.3, color='tab:orange')\n", "\n", " diff = (-df_runoff_dry_lin.sum(axis=1)+df_runoff_dry.sum(axis=1))\n", " diff_initial = -df_runoff_dry_lin.sum(axis=1).iloc[0] + df_runoff_dry.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_dry_lin.index, (100*df_runoff_dry_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff_dry.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.2, color='tab:orange') #, label='')\n", "\n", "\n", " #leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", " #leg.get_title().set_color('C4')\n", "\n", " #axs[m].set_ylim([axs[m].get_ylim()[0]*0.6, axs[m].get_ylim()[1]])\n", " axs[m].set_ylim([0, axs[m].get_ylim()[1]])\n", "\n", " #plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", " # c='cyan', ls='-.',lw=0.4)\n", " #ax.set_xticks([])\n", "\n", " fs_ticks=16\n", " axs[0].set_yticks([(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " [(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " fontsize=fs_ticks)\n", " axs[0].set_ylabel('Temperature (°C)', fontsize=fs_ticks+7, weight='bold')\n", " if j==0:\n", " axs[2+j].set_yticks([0,int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100], # time 550 because time shifted by 50 years\n", " [0,int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100],\n", " fontsize=fs_ticks)\n", " else:\n", " axs[2+j].set_yticks([0, #int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " [0,#int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " fontsize=fs_ticks)\n", " #axs[2+j].set_ylim([30,103])\n", " axs[2+j].set_ylim([0,103])\n", "\n", " axs[2].axhline(32, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[2].axhline(76, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[3].axhline(60, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", "\n", " axs[2+j].set_ylabel('Glacier mass (%)', fontsize=fs_ticks+7, weight='bold')\n", " axs[3].set_ylabel('Glacier mass (%)', fontsize=fs_ticks+7, weight='bold')\n", "\n", " axs[4+j].set_ylabel('Glacier runoff (%)', fontsize=fs_ticks+7, weight='bold')\n", " axs[5].set_ylabel('Glacier runoff (%)', fontsize=fs_ticks+7, weight='bold')\n", "\n", " if j==0:\n", " axs[4+0].set_yticks([0,20,40,60,80,100,120],[0,20,40,60,80,100,120], fontsize=fs_ticks)\n", " else:\n", " axs[4+1].set_yticks([0,20,40,60,80,100,120,140,160,180, 200],\n", " [0,20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", "\n", "\n", " #plt.tight_layout();\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Year', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "# reset the time axis to start at zero when the temp. changes are applied\n", "num_text_x = 0.005 -0.135+0.05\n", "num_text_y = 0.92 +0.09#08\n", "for jj,ax in enumerate([axs[0], axs[2], axs[3], axs[4], axs[5]]):\n", " #ax.set_yticks([]);\n", " if jj not in [0,1,2]:\n", " num_text_y_sh = -0.02\n", " else:\n", " num_text_y_sh = 0\n", " ax.set_xticks([],[])\n", " ax.text(num_text_x-0.003, num_text_y+num_text_y_sh,\n", " num_dict[jj], fontsize=26, transform=ax.transAxes, weight='bold')\n", " ax.axvline(300, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " ax.set_xlim([-25,525])\n", "for j in [0,1]:\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Year', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "\n", "fig.delaxes(axs[1])\n", "#for ax in [axs[3], axs[5]]:\n", "# ax.set_ylabel('')\n", "#axs[0].set_xlabel('Year\\n', alpha = 1, fontsize=40); # just to fake some space... \n", "\n", "plt.tight_layout()\n", "\n", "#name = 'Aletsch Glacier'\n", "name = 'fast-responding glacier'\n", "axs[2].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "\n", "j = 1\n", "name = gdirs_sel_fig1[j].name\n", "name= 'slow-responding glacier'\n", "axs[2+1].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "\n", "leg = axs[0].legend(fontsize=28, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'upper left', bbox_to_anchor=(1.3,0.9), ncol=1)\n", "for jj in np.arange(0,len(leg.get_lines()),1):\n", " leg.get_lines()[jj].set_color('grey')\n", " leg.get_texts()[jj].set_color('grey')\n", "\n", "plt.savefig('../figures/fig_1_var2.pdf')\n", "plt.savefig('../figures/fig_1_var2.png')" ] }, { "cell_type": "code", "execution_count": null, "id": "084b3a53-ad11-4ce3-ba40-15af53ca0167", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "19227997-c309-4172-987b-dc78f60065a1", "metadata": {}, "source": [ "### other figure variant..." ] }, { "cell_type": "code", "execution_count": 29, "id": "cb89780e-eaa3-401e-a38c-6a4331915e3a", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# for Fig. 1 we only show one fast responding glacier (Aletsch glacier) and one slower responding glacier (Wykeham Glacier South)\n", "gdirs_sel_fig1 = [gdirs[0],gdirs[-2]]\n", "\n", "with_step_ch = False\n", "plt.rc('font', size=26)\n", "fig, axs = plt.subplots(nrows=3, ncols=2, figsize=(16.5, 12.5), sharex=True)\n", "axs = axs.flatten()\n", "\n", "j = 0\n", "\n", "if with_step_ch:\n", " temp_bias_step.plot(ax=axs[0], c='C3', ls=':', lw=3, label='step change');\n", "(temp_bias_ts_lin-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', ls='-', lw=3, label='stabilisation');\n", "(temp_bias_ts-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', label='overshoot', lw=3, ls='--');\n", "axs[0].text(0.99, 0.98, 'Temperature', weight='bold',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=22, color='C3')\n", "\n", "#axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", " \n", "\n", "axs[0].annotate('temperature\\ntarget',(480,temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0]),\n", " xytext=(420,(temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0])*1.5),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", "for j,gdir in enumerate(gdirs_sel_fig1): \n", " ds = ds_d[gdir.rgi_id]\n", " ds_lin = ds_lin_d[gdir.rgi_id]\n", "\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff_lin = df_lin_runoff_d[gdir.rgi_id]\n", "\n", " df_runoff_dry = df_runoff_d_dry[gdir.rgi_id]\n", " df_runoff_dry_lin = df_lin_runoff_d_dry[gdir.rgi_id]\n", " \n", " init_vol = ds_lin.volume_m3.isel(time=0)\n", " if j==0:\n", " axs[2+j].text(0.99, 0.985, 'Glacier mass',\n", " ha='right', va='top', transform=axs[2+j].transAxes, \n", " fontsize=22, color='black', weight='bold')\n", " if with_step_ch:\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls=':');\n", "\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls ='-' , lw=3);\n", " (100*ds.volume_m3/init_vol).plot(ax=axs[2+j], c='black', ls='--', lw=3);\n", " axs[2+j].set_ylabel('')\n", " #axs[1].set_title('Glacier mass', fontsize=22)\n", " eq0 = (100*ds.volume_m3/init_vol).isel(time=0)\n", " eq1 = (100*ds.volume_m3/init_vol).isel(time=-1)\n", " if j==0:\n", " axs[2+j].annotate('glacier in\\nsteady\\nstate',(20,eq0), xytext=(-20,eq0*0.76), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " axs[2+j].annotate('glacier in new\\nsteady state',(480,eq1), xytext=(420,eq1*1.1), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " t = 0 #np.abs((temp_bias_ts-temp_bias_ts_lin.max())).iloc[:200].idxmin()\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(t,ds_lin.time.values[-1])), (100*ds.sel(time=slice(t,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(t,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.2, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('overshoot\\nphase', # additional\\nwarming\\nreduces\\nice',\n", " (157,eq1*0.58),color='black',\n", " fontsize=24)\n", "\n", " axs[2+j].fill_between(ds_lin.time.sel(time=slice(300,ds_lin.time.values[-1])), (100*ds.sel(time=slice(300,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(300,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.4, color='grey')\n", " if j==0:\n", " axs[2+j].annotate('legacy\\nphase', # past warming reduces ice\n", " (320,eq1*0.9), xytext=(340,eq1*0.6), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=24) \n", " ### temporarily irreversible \n", " axs[4+j].text(0.99, 0.98, 'Glacier runoff\\n(annual)',\n", " ha='right', va='top', transform=axs[4+j].transAxes, \n", " fontsize=22, color='C0', weight='bold')\n", " init_runoff = df_runoff.sum(axis=1).iloc[0]\n", " if with_step_ch:\n", " (100*df_runoff_step.sum(axis=1)/init_runoff).plot(ax=axs[4+j], label = 'Annual runoff', c='C0', ls=':');\n", " (100*df_runoff_lin.sum(axis=1)/init_runoff).plot(ax=axs[4+j], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " (100*df_runoff.sum(axis=1)/init_runoff).plot(ax=axs[4+j], label = 'Annual runoff', c='C0', ls='--', lw=3);\n", "\n", " axs[4+j].axhline((100*df_runoff.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " axs[4+j].axhline((100*df_runoff_lin.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " #plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", " #axs[2].fill_between(df_runoff.index,\n", " # df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", " # trough water condition, both diff hast to be <=-5% but also it needs to be smaller than the baseline (initial) \n", " diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", " diff_initial = -df_runoff.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_lin.index, (100*df_runoff_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.3, color='cyan')\n", " pw = (100*df_runoff.sum(axis=1).max()/init_runoff)\n", " tw = (100*df_runoff.sum(axis=1).min()/init_runoff)\n", " axs[4+j].set_ylim([(100*df_runoff_sum.sum(axis=1).min()*0.95/init_runoff),pw*1.1])\n", " pw_ind = df_runoff.sum(axis=1).idxmax()\n", " m = 4+j\n", "\n", " if j==0:\n", " axs[4+j].annotate('peak water',(pw_ind,pw), xytext=(pw_ind*1.24,pw*1.15),\n", " xycoords='data', textcoords='data', va ='top',ha='left',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=18)\n", " pw_lin = (100*df_runoff_lin.sum(axis=1).max()/init_runoff)\n", " pw_ind_lin = df_runoff_lin.sum(axis=1).idxmax()\n", " axs[4+j].annotate('',(pw_ind_lin,pw_lin), xytext=(pw_ind_lin*1.05,pw_lin*1.255),\n", " xycoords='data', textcoords='data',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", " tw_ind = df_runoff.sum(axis=1).idxmin()\n", "\n", " axs[4+j].annotate('trough water',(tw_ind,tw*1.07), xytext=(tw_ind*1.12,tw*0.92),\n", " xycoords='data', textcoords='data', color='cyan',\n", " va='center',ha='left',\n", " arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=24)\n", "\n", " #plt.legend()\n", " axs[m].text(0.99, 0.01, 'Glacier runoff\\n(dry-melt season)', # here for Aletsch glacier (i.e., driest months of entire RHONE basin)\n", " ha='right', va='bottom', transform=axs[m].transAxes, \n", " fontsize=22, color='tab:orange', weight='bold')\n", " if with_step_ch:\n", " (100*df_runoff_dry_step/init_runoff).sum(axis=1).plot(ax=axs[m], c='tab:orange', ls=':');\n", " (100*df_runoff_dry_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='-',lw=3);\n", " (100*df_runoff_dry.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='--', lw=3);\n", " axs[m].axhline((100*df_runoff_dry.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", " axs[m].axhline((100*df_runoff_dry_lin.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "\n", " #tw_ind_dry = df_runoff_dry.sum(axis=1).idxmin()\n", " #axs[m].annotate('',(tw_ind_dry,tw_ind_dry*1.01), xytext=(tw_ind_dry*1.2,tw_ind_dry*1.3),\n", " # xycoords='data', textcoords='data', color='cyan',\n", " # va='bottom',ha='left',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=20)\n", "\n", " #axs[m].fill_between(df_runoff_dry.sum(axis=1).index,\n", " # df_runoff_dry.sum(axis=1).iloc[0],\n", " # df_runoff_dry.sum(axis=1).values, alpha = 0.3, color='tab:orange')\n", "\n", " diff = (-df_runoff_dry_lin.sum(axis=1)+df_runoff_dry.sum(axis=1))\n", " diff_initial = -df_runoff_dry_lin.sum(axis=1).iloc[0] + df_runoff_dry.sum(axis=1) \n", " axs[4+j].fill_between(df_runoff_dry_lin.index, (100*df_runoff_dry_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff_dry.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.2, color='tab:orange') #, label='')\n", "\n", "\n", " #leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", " #leg.get_title().set_color('C4')\n", "\n", " axs[m].set_ylim([axs[m].get_ylim()[0]*0.6, axs[m].get_ylim()[1]])\n", " #plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", " # c='cyan', ls='-.',lw=0.4)\n", " #ax.set_xticks([])\n", "\n", " fs_ticks=16\n", " axs[0].set_yticks([(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " [(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " fontsize=fs_ticks)\n", " axs[0].set_ylabel('°C', fontsize=fs_ticks+1)\n", " if j==0:\n", " axs[2+j].set_yticks([int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100], # time 550 because time shifted by 50 years\n", " [int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).sel(time=550).round(0).values), 100],\n", " fontsize=fs_ticks)\n", " else:\n", " axs[2+j].set_yticks([int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " [int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " fontsize=fs_ticks)\n", " axs[2+j].set_ylim([30,103])\n", " axs[2].axhline(32, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[2].axhline(76, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", " axs[3].axhline(60, ls=':', lw=0.8, alpha =0.7, color='grey', zorder=0)\n", "\n", " axs[2+j].set_ylabel('%', fontsize=fs_ticks+1)\n", " axs[3].set_ylabel('%', fontsize=fs_ticks+1)\n", "\n", " axs[4+j].set_ylabel('%', fontsize=fs_ticks+1)\n", " axs[5].set_ylabel('%', fontsize=fs_ticks+1)\n", "\n", " if j==0:\n", " axs[4+0].set_yticks([40,60,80,100,120],[40,60,80,100,120], fontsize=fs_ticks)\n", " else:\n", " axs[4+1].set_yticks([20,40,60,80,100,120,140,160,180, 200],\n", " [20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", "\n", "\n", " #plt.tight_layout();\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Year', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "# reset the time axis to start at zero when the temp. changes are applied\n", "num_text_x = 0.005 -0.135\n", "num_text_y = 0.92 +0.07\n", "for jj,ax in enumerate([axs[0], axs[2], axs[3], axs[4], axs[5]]):\n", " #ax.set_yticks([]);\n", " if jj not in [1,2]:\n", " num_text_y_sh = -0.02\n", " else:\n", " num_text_y_sh = 0\n", " ax.set_xticks([],[])\n", " ax.text(num_text_x-0.003, num_text_y+num_text_y_sh,\n", " num_dict[jj], fontsize=26, transform=ax.transAxes, weight='bold')\n", " ax.axvline(300, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " ax.set_xlim([-25,525])\n", "for j in [0,1]:\n", " axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " axs[4+j].set_xlabel('Year', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "\n", "fig.delaxes(axs[1])\n", "#for ax in [axs[3], axs[5]]:\n", "# ax.set_ylabel('')\n", "#axs[0].set_xlabel('Year\\n', alpha = 1, fontsize=40); # just to fake some space... \n", "\n", "\n", "#name = 'Aletsch Glacier'\n", "name = 'fast-responding glacier'\n", "axs[2].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "\n", "j = 1\n", "name = gdirs_sel_fig1[j].name\n", "name= 'slow-responding glacier'\n", "axs[2+1].set_title(name, weight='bold', fontsize=30, color = 'grey')\n", "plt.tight_layout()\n", "\n", "leg = axs[0].legend(fontsize=28, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'upper left', bbox_to_anchor=(1.3,0.9), ncol=1)\n", "for jj in np.arange(0,len(leg.get_lines()),1):\n", " leg.get_lines()[jj].set_color('grey')\n", " leg.get_texts()[jj].set_color('grey')\n", "\n", "plt.savefig('../figures/fig_1_var.pdf')\n", "plt.savefig('../figures/fig_1_var.png')" ] }, { "cell_type": "markdown", "id": "640ce0d3-98b8-433f-820a-9e05c7624539", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 29, "id": "085809e6-7947-4a5d-a00e-203d2c90e4ae", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'volume_m3' ()>\n",
       "array(59.99047395)\n",
       "Coordinates:\n",
       "    time            float64 500.0\n",
       "    calendar_month  int64 1\n",
       "    hydro_month     int64 4
" ], "text/plain": [ "\n", "array(59.99047395)\n", "Coordinates:\n", " time float64 500.0\n", " calendar_month int64 1\n", " hydro_month int64 4" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(100*ds.volume_m3/init_vol).sel(time=500)" ] }, { "cell_type": "code", "execution_count": 26, "id": "361c25fb-46be-41c2-8f09-65ef7a8ff684", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:                       (time: 4001, month_2d: 12)\n",
       "Coordinates:\n",
       "  * time                          (time) float64 0.0 1.0 2.0 ... 3.999e+03 4e+03\n",
       "    calendar_year                 (time) int64 0 1 2 3 4 ... 3997 3998 3999 4000\n",
       "    calendar_month                (time) int64 1 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1\n",
       "    hydro_year                    (time) int64 0 1 2 3 4 ... 3997 3998 3999 4000\n",
       "    hydro_month                   (time) int64 4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4\n",
       "  * month_2d                      (month_2d) int64 1 2 3 4 5 6 7 8 9 10 11 12\n",
       "    hydro_month_2d                (month_2d) int64 4 5 6 7 8 9 10 11 12 1 2 3\n",
       "    calendar_month_2d             (month_2d) int64 1 2 3 4 5 6 7 8 9 10 11 12\n",
       "Data variables: (12/21)\n",
       "    volume_m3                     (time) float64 1.326e+12 ... 8.077e+11\n",
       "    volume_bsl_m3                 (time) float64 1.028e+11 1.028e+11 ... 0.0 0.0\n",
       "    volume_bwl_m3                 (time) float64 1.028e+11 1.028e+11 ... 0.0 0.0\n",
       "    area_m2                       (time) float64 3.068e+09 ... 2.447e+09\n",
       "    length_m                      (time) float64 5.76e+04 5.76e+04 ... 3.52e+04\n",
       "    calving_m3                    (time) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    ...                            ...\n",
       "    liq_prcp_on_glacier           (time) float64 2.754e+11 ... 2.254e+11\n",
       "    liq_prcp_on_glacier_monthly   (time, month_2d) float64 0.0 0.0 ... 0.0 0.0\n",
       "    snowfall_off_glacier          (time) float64 2.846e+07 ... 3.105e+11\n",
       "    snowfall_off_glacier_monthly  (time, month_2d) float64 1.77e+06 ... 3.117...\n",
       "    snowfall_on_glacier           (time) float64 2.266e+12 ... 1.802e+12\n",
       "    snowfall_on_glacier_monthly   (time, month_2d) float64 1.085e+11 ... 1.22...\n",
       "Attributes:\n",
       "    description:          OGGM model output\n",
       "    oggm_version:         1.6.2.dev21+g390f656\n",
       "    calendar:             365-day no leap\n",
       "    creation_date:        2024-07-25 10:48:33\n",
       "    water_level:          0\n",
       "    glen_a:               2.967375781311223e-24\n",
       "    fs:                   0\n",
       "    mb_model_class:       BiasedConstantMassBalance\n",
       "    mb_model_hemisphere:  nh\n",
       "    mb_model_rho:         900.0\n",
       "    mb_model_ys:          0\n",
       "    mb_model_ye:          4001
" ], "text/plain": [ "\n", "Dimensions: (time: 4001, month_2d: 12)\n", "Coordinates:\n", " * time (time) float64 0.0 1.0 2.0 ... 3.999e+03 4e+03\n", " calendar_year (time) int64 0 1 2 3 4 ... 3997 3998 3999 4000\n", " calendar_month (time) int64 1 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1\n", " hydro_year (time) int64 0 1 2 3 4 ... 3997 3998 3999 4000\n", " hydro_month (time) int64 4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4\n", " * month_2d (month_2d) int64 1 2 3 4 5 6 7 8 9 10 11 12\n", " hydro_month_2d (month_2d) int64 4 5 6 7 8 9 10 11 12 1 2 3\n", " calendar_month_2d (month_2d) int64 1 2 3 4 5 6 7 8 9 10 11 12\n", "Data variables: (12/21)\n", " volume_m3 (time) float64 1.326e+12 ... 8.077e+11\n", " volume_bsl_m3 (time) float64 1.028e+11 1.028e+11 ... 0.0 0.0\n", " volume_bwl_m3 (time) float64 1.028e+11 1.028e+11 ... 0.0 0.0\n", " area_m2 (time) float64 3.068e+09 ... 2.447e+09\n", " length_m (time) float64 5.76e+04 5.76e+04 ... 3.52e+04\n", " calving_m3 (time) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", " ... ...\n", " liq_prcp_on_glacier (time) float64 2.754e+11 ... 2.254e+11\n", " liq_prcp_on_glacier_monthly (time, month_2d) float64 0.0 0.0 ... 0.0 0.0\n", " snowfall_off_glacier (time) float64 2.846e+07 ... 3.105e+11\n", " snowfall_off_glacier_monthly (time, month_2d) float64 1.77e+06 ... 3.117...\n", " snowfall_on_glacier (time) float64 2.266e+12 ... 1.802e+12\n", " snowfall_on_glacier_monthly (time, month_2d) float64 1.085e+11 ... 1.22...\n", "Attributes:\n", " description: OGGM model output\n", " oggm_version: 1.6.2.dev21+g390f656\n", " calendar: 365-day no leap\n", " creation_date: 2024-07-25 10:48:33\n", " water_level: 0\n", " glen_a: 2.967375781311223e-24\n", " fs: 0\n", " mb_model_class: BiasedConstantMassBalance\n", " mb_model_hemisphere: nh\n", " mb_model_rho: 900.0\n", " mb_model_ys: 0\n", " mb_model_ye: 4001" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "code", "execution_count": 25, "id": "612619c5-fd54-4d0d-ba7d-bb2f480b72d7", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with_step_ch = False\n", "fig_1_opt = False\n", "\n", "plt.rc('font', size=22)\n", "fs_ticks=17\n", "\n", "ncols=6\n", "\n", "fig, axs = plt.subplots(nrows=4, ncols=ncols, figsize=(28, 22)) #, sharex=True)\n", "axs = axs.flatten()\n", "\n", "j = 0\n", "\n", "#ds.length_m.plot(ax=axs[1]);\n", "if with_step_ch:\n", " temp_bias_step.plot(ax=axs[0], c='C3', ls=':', lw=3, label='step change');\n", "(temp_bias_ts_lin-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', ls='-', lw=3, label='Stabilization');\n", "(temp_bias_ts-temp_bias_ts.iloc[0]).plot(ax=axs[0], c='C3', label='Overshoot', lw=3, ls='--');\n", "axs[0].text(0.99, 0.98, 'Temperature', weight='bold',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=20, color='C3')\n", "handles, labels = axs[0].get_legend_handles_labels()\n", "#axs[0].get_legend().remove()\n", "\n", "axs[0].set_xlabel(''); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "axs[0].annotate('Temperature\\ntarget',(480,temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0]),\n", " xytext=(420,(temp_bias_ts_lin.iloc[-1]-temp_bias_ts.iloc[0])*1.5),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", "##\n", "for j,gdir in enumerate(gdirs): \n", " ds = ds_d[gdir.rgi_id]\n", " ds_lin = ds_lin_d[gdir.rgi_id]\n", "\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff = df_runoff_d[gdir.rgi_id]\n", " df_runoff_lin = df_lin_runoff_d[gdir.rgi_id]\n", "\n", " df_runoff_dry = df_runoff_d_dry[gdir.rgi_id]\n", " df_runoff_dry_lin = df_lin_runoff_d_dry[gdir.rgi_id]\n", " \n", " init_vol = ds_lin.volume_m3.isel(time=0)\n", " if j==0:\n", " axs[ncols+j].text(0.99, 0.95, 'Glacier mass',\n", " ha='right', va='top', transform=axs[ncols+j].transAxes, \n", " fontsize=20, color='black', weight='bold')\n", " if with_step_ch:\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[ncols+j], c='black', ls=':');\n", "\n", " (100*ds_lin.volume_m3/init_vol).plot(ax=axs[ncols+j], c='black', ls ='-' , lw=3);\n", " (100*ds.volume_m3/init_vol).plot(ax=axs[ncols+j], c='black', ls='--', lw=3);\n", " axs[ncols+j].set_ylabel('')\n", " #axs[1].set_title('Glacier mass', fontsize=22)\n", " eq0 = (100*ds.volume_m3/init_vol).isel(time=0)\n", " eq1 = (100*ds.volume_m3/init_vol).isel(time=-1)\n", " if j==0 and fig_1_opt:\n", " axs[ncols+j].annotate('glacier in\\nsteady\\nstate',(20,eq0), xytext=(-20,eq0*0.76), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " axs[ncols+j].annotate('glacier in new\\nsteady state',(480,eq1), xytext=(420,eq1*1.1), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", " t = 0 #np.abs((temp_bias_ts-temp_bias_ts_lin.max())).iloc[:200].idxmin()\n", " axs[ncols+j].fill_between(ds_lin.time.sel(time=slice(t,ds_lin.time.values[-1])), (100*ds.sel(time=slice(t,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(t,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.2, color='grey')\n", " if j==0:\n", " axs[ncols+j].annotate('Overshoot\\nphase', #additional\\nwarming\\nreduces\\nice',\n", " (210,eq1*0.58), xytext=(60,eq1*0.1),color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5},\n", " fontsize=20)\n", "\n", " axs[ncols+j].fill_between(ds_lin.time.sel(time=slice(300,ds_lin.time.values[-1])), (100*ds.sel(time=slice(300,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(300,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.4, color='grey')\n", " m = ncols*2+j\n", "\n", " if j==0:\n", " #if fig_1_opt:\n", " axs[ncols+j].annotate('Legacy\\nphase', # past warming reduces ice\n", " (320,eq1*0.8), xytext=(400,eq1*0.6), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=20) \n", " ### temporarily irreversible \n", " axs[m].text(0.99, 0.98, 'Glacier runoff\\n(annual)',\n", " ha='right', va='top', transform=axs[m].transAxes, \n", " fontsize=20, color='C0', weight='bold')\n", " init_runoff = df_runoff.sum(axis=1).iloc[0]\n", " if with_step_ch:\n", " (100*df_runoff_step.sum(axis=1)/init_runoff).plot(ax=axs[m], label = 'Annual runoff', c='C0', ls=':');\n", " (100*df_runoff_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " (100*df_runoff.sum(axis=1)/init_runoff).plot(ax=axs[m], label = 'Annual runoff', c='C0', ls='--', lw=3);\n", "\n", " axs[m].axhline((100*df_runoff.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " axs[m].axhline((100*df_runoff_lin.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", " #plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", " #axs[2].fill_between(df_runoff.index,\n", " # df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", "\n", " diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", " diff_initial = -df_runoff.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", " axs[m].fill_between(df_runoff_lin.index, (100*df_runoff_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.3, color='cyan')\n", " pw = (100*df_runoff.sum(axis=1).max()/init_runoff)\n", " tw = (100*df_runoff.sum(axis=1).min()/init_runoff)\n", " axs[m].set_ylim([(100*df_runoff_sum.sum(axis=1).min()*0.95/init_runoff),pw*1.1])\n", " pw_ind = df_runoff.sum(axis=1).idxmax()\n", "\n", " if j==0:\n", " if fig_1_opt:\n", " axs[m].annotate('Peak water',(pw_ind,pw), xytext=(pw_ind*1.35,pw*1.1),\n", " xycoords='data', textcoords='data', va ='top',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", " pw_lin = (100*df_runoff_lin.sum(axis=1).max()/init_runoff)\n", " pw_ind_lin = df_runoff_lin.sum(axis=1).idxmax()\n", " axs[m].annotate('',(pw_ind_lin,pw_lin), xytext=(pw_ind_lin*0.95,pw_lin*1.23),\n", " xycoords='data', textcoords='data',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", " tw_ind = df_runoff.sum(axis=1).idxmin()\n", "\n", " axs[m].annotate('Trough water',(tw_ind*0.9,tw*1.09), xytext=(tw_ind*1.45,tw*0.93),\n", " xycoords='data', textcoords='data', color='cyan',\n", " va='center',ha='left',\n", " arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 1.5}, fontsize=20)\n", " \n", " axs[m].text(0.99, 0.08, 'Glacier runoff\\n(dry-melt season)', # here for Aletsch glacier (i.e., driest months of entire RHONE basin)\n", " ha='right', va='bottom', transform=axs[m].transAxes, \n", " fontsize=20, color='tab:orange', weight='bold')\n", " if with_step_ch:\n", " (100*df_runoff_dry_step/init_runoff).sum(axis=1).plot(ax=axs[m], c='tab:orange', ls=':');\n", " \n", " m_last = dry_last_month_glacier_d[gdir.rgi_id]\n", " if m_last == 9:\n", " ms = 'JAS'\n", " elif m_last == 6:\n", " ms = 'AMJ'\n", " elif m_last == 11:\n", " ms = 'SON'\n", " elif m_last == 7:\n", " ms = 'MJJ'\n", " else:\n", " print ('sth. wrong')\n", " axs[m].text(0.98, 0.005, f'{ms}',\n", " ha='right', va='bottom', transform=axs[m].transAxes, \n", " fontsize=18, color='tab:orange')\n", " (100*df_runoff_dry_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='-',lw=3);\n", " (100*df_runoff_dry.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='--', lw=3);\n", " axs[m].axhline((100*df_runoff_dry.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", " axs[m].axhline((100*df_runoff_dry_lin.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "\n", " #tw_ind_dry = df_runoff_dry.sum(axis=1).idxmin()\n", " #axs[m].annotate('',(tw_ind_dry,tw_ind_dry*1.01), xytext=(tw_ind_dry*1.2,tw_ind_dry*1.3),\n", " # xycoords='data', textcoords='data', color='cyan',\n", " # va='bottom',ha='left',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=20)\n", "\n", " #axs[m].fill_between(df_runoff_dry.sum(axis=1).index,\n", " # df_runoff_dry.sum(axis=1).iloc[0],\n", " # df_runoff_dry.sum(axis=1).values, alpha = 0.3, color='tab:orange')\n", "\n", " diff = (-df_runoff_dry_lin.sum(axis=1)+df_runoff_dry.sum(axis=1))\n", " diff_initial = -df_runoff_dry_lin.sum(axis=1).iloc[0] + df_runoff_dry.sum(axis=1) \n", " axs[m].fill_between(df_runoff_dry_lin.index, (100*df_runoff_dry_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff),\n", " (100*df_runoff_dry.sum(axis=1).where((diff<=-5)&(diff_initial<=-5))/init_runoff), alpha=0.2, color='tab:orange') #, label='')\n", "\n", "\n", " #leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", " #leg.get_title().set_color('C4')\n", "\n", " axs[m].set_ylim([0, axs[m].get_ylim()[1]])\n", " #plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", " # c='cyan', ls='-.',lw=0.4)\n", " #ax.set_xticks([])\n", " num_text_x = 0.009\n", " num_text_y = 0.92\n", " axs[0].set_yticks([(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " [(temp_bias_ts.values.min()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts.values.max()-temp_bias_ts.iloc[0]).round(1),\n", " (temp_bias_ts_lin.values.max()-temp_bias_ts.iloc[0]).round(1)],\n", " fontsize=fs_ticks)\n", " axs[0].set_ylabel('°C', fontsize=fs_ticks+2)\n", " if fig_1_opt: \n", " if j==0:\n", " axs[ncols+j].set_yticks([int((100*ds.volume_m3/init_vol).min().round(0).values),\n", " int((100*ds_lin.volume_m3/init_vol).min().round(0).values), 100],\n", " [int((100*ds.volume_m3/init_vol).min().round(0).values), int((100*ds_lin.volume_m3/init_vol).min().round(0).values), 100],\n", " fontsize=fs_ticks)\n", " else:\n", " axs[ncols+j].set_yticks([int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds_lin.volume_m3/init_vol).min().round(0).values), 100],\n", " [int((100*ds_d[gdirs[0].rgi_id].volume_m3/ds_d[gdirs[0].rgi_id].volume_m3.isel(time=0)).min().round(0).values),\n", " int((100*ds.volume_m3/init_vol).min().round(0).values), 100],\n", " fontsize=fs_ticks)\n", " axs[ncols+j].set_ylim([0,103])\n", " axs[ncols+j].set_yticks(np.arange(0,105,20), np.arange(0,105,20),fontsize=fs_ticks)\n", " \n", " axs[ncols+j].set_ylabel('%', fontsize=fs_ticks+2)\n", " axs[m].set_ylabel('%', fontsize=fs_ticks+2)\n", " \n", " if fig_1_opt:\n", " if j==0:\n", " axs[ncols*2+0].set_yticks([40,60,80,100,120],[40,60,80,100,120], fontsize=fs_ticks)\n", " else:\n", " axs[ncols*2+1].set_yticks([20,40,60,80,100,120,140,160,180, 200],\n", " [20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", "\n", " axs[ncols*2+j].set_yticks([0,20,40,60,80,100,120,140,160,180, 200],\n", " [0,20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", " #plt.tight_layout();\n", " #axs[4+j].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", " # reset the time axis to start at zero when the temp. changes are applied\n", " axs[m].set_ylim([0,210])\n", " if j!=0:\n", " axs[m].set_ylabel('')\n", " axs[ncols+j].set_yticklabels([])\n", " axs[m].set_yticklabels([])\n", " axs[ncols+j].set_ylabel('')\n", " \n", " \n", " \n", " ###\n", " m_c = ncols*3+j\n", "\n", " if j == 0: \n", " axs[m_c].text(0.99, 0.98, 'Glacier runoff components\\n(on and off glacier,\\nannual)',\n", " ha='right', va='top', transform=axs[m_c].transAxes, \n", " fontsize=17.5, color='C0', weight='bold')\n", " roll=21\n", " ds_lin_r = ds_lin.rolling(time=roll, center=True, min_periods=1).mean().dropna(dim='time')\n", " ds_r = ds.rolling(time=roll, center=True, min_periods=1).mean().dropna(dim='time')\n", "\n", " axs[m_c].plot(100*(ds_lin_r.melt_off_glacier + ds_lin_r.melt_on_glacier)/ds_lin_r[runoff_vars].to_dataframe()[runoff_vars].sum(axis=1).iloc[0], \n", " label='Ice and snow melt', lw=3, ls='-', color=sns.color_palette('Blues')[1])\n", " axs[m_c].plot(100*((ds_lin_r.liq_prcp_on_glacier + ds_lin_r.liq_prcp_off_glacier))/ds_lin_r[runoff_vars].to_dataframe()[runoff_vars].sum(axis=1).iloc[0],\n", " label='Liquid precipitation', ls='-', color=sns.color_palette('Blues')[-3], lw=3)\n", " #axs[m_c].set_title(gdir.rgi_id)\n", " if j==0:\n", " axs[m_c].legend(loc='upper right', fontsize=16, bbox_to_anchor=(1.02,0.75))\n", " axs[m_c].set_ylabel('%', fontsize=fs_ticks+2)\n", " axs[m_c].set_yticks([0,20,40,60,80,100,120,140,160,180, 200],\n", " [0,20,40,60,80,100,120,140,160,180,200], fontsize=fs_ticks)\n", " else:\n", " axs[m_c].set_ylabel('')\n", " axs[m_c].set_yticklabels([])\n", "\n", "\n", " # title='runoff components\\n(on and off glacier):\n", " axs[m_c].plot(100*((ds_r.liq_prcp_on_glacier + ds_r.liq_prcp_off_glacier))/ds_r[runoff_vars].to_dataframe()[runoff_vars].sum(axis=1).iloc[10],\n", " label='Liquid precipitation', ls='--', color=sns.color_palette('Blues')[-3], lw=3)\n", " axs[m_c].plot(100*(ds_r.melt_off_glacier + ds_r.melt_on_glacier)/ds_r[runoff_vars].to_dataframe()[runoff_vars].sum(axis=1).iloc[10], \n", " label='Ice and Snow melt', lw=3, ls='--', color=sns.color_palette('Blues')[1])\n", " axs[m_c].set_ylim([0,210])\n", " axs[m_c].axhline(100, color='grey', ls=':')\n", " axs[m_c].set_xlabel('Year', fontsize=fs_ticks+2); #axs[0].set_ylabel('Temperature bias (°C)');\n", " if j in [4,5]:\n", " axs[m_c].set_xticks(np.arange(50,4051,1000), np.arange(50,4051,1000)-50, fontsize=fs_ticks)\n", " axs[m].set_xticks(np.arange(50,4051,1000), np.arange(50,4051,1000)-50, fontsize=0)\n", " axs[ncols+j].set_xticks(np.arange(50,4051,1000), np.arange(50,4051,1000)-50, fontsize=0)\n", " else:\n", " axs[m_c].set_xticks(np.arange(50,1051,200), np.arange(50,1051,200)-50, fontsize=fs_ticks)\n", " axs[m].set_xticks(np.arange(50,1051,200), np.arange(50,1051,200)-50, fontsize=0)\n", " axs[ncols+j].set_xticks(np.arange(50,1051,200), np.arange(50,1051,200)-50, fontsize=0)\n", " axs[0].set_xticks(np.arange(50,1051,200), np.arange(50,1051,200)-50, fontsize=0)\n", " axs[m].set_xlabel('')\n", " axs[ncols+j].set_xlabel('')\n", " axs[0].set_xlabel('')\n", "\n", "\n", "\n", "for jj,ax in enumerate(axs):\n", " #ax.set_yticks([]);\n", " #if jj < ncols*2:\n", " #ax.set_xticks([],[])\n", " if jj < ncols:\n", " jj0 = jj\n", " else:\n", " jj0 = jj-ncols+1\n", " ax.text(num_text_x, num_text_y-0.05,\n", " num_dict[jj0], fontsize=22, transform=ax.transAxes, weight='bold')\n", " ax.axvline(300, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " if jj in [10,11,10+6,11+6,10+2*6,11+2*6]:\n", " ax.set_xlim([-200,4055])\n", " else:\n", " ax.set_xlim([-45,1055])\n", "\n", " from matplotlib.ticker import MultipleLocator\n", " ax.xaxis.set_minor_locator(MultipleLocator(50))\n", "\n", "for j in np.arange(1,6):\n", " fig.delaxes(axs[j])\n", "plt.tight_layout()\n", "for j,gdir in enumerate(gdirs):\n", " delta_t = dict_delta_t_rgi_eq[gdir.rgi_id]\n", "\n", " if gdirs[j].rgi_id == 'RGI60-11.01450':\n", " name = f'Aletsch Glacier\\n{gdir.rgi_id}, '+r't$_{ss}$='+f'{delta_t}°C'\n", " axs[ncols+j].set_title(name, weight='bold', fontsize=18, color = 'grey',y=0.96)\n", " elif gdirs[j].rgi_id == 'RGI60-04.06187':\n", " name = f'Barnes Ice Cap S Dome N Slope\\n{gdir.rgi_id}, ' +r't$_{ss}$='+f'{delta_t}°C'\n", " axs[ncols+j].set_title(name, weight='bold', fontsize=17, color = 'grey',y=0.96)\n", " else:\n", " axs[ncols+j].set_title(f'{gdir.name}\\n{gdir.rgi_id}, '+ r't$_{ss}$='+f'{delta_t}°C',\n", " weight='bold', fontsize=18, color = 'grey',y=0.96)\n", "\n", "\n", "\n", "leg = axs[0].legend(handles, labels, fontsize=28, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'upper left', bbox_to_anchor=(1.3,0.9), ncol=1)\n", "for jj in np.arange(0,len(leg.get_lines()),1):\n", " leg.get_lines()[jj].set_color('grey')\n", " leg.get_texts()[jj].set_color('grey')\n", "plt.savefig('../figures/ED_fig_1_idealised_exps_other_glaciers.pdf')\n", "plt.savefig('../figures/ED_fig_1_idealised_exps_other_glaciers.png')\n", "plt.savefig('../figures/ED_fig_1_idealised_exps_other_glaciers.jpg')" ] }, { "cell_type": "code", "execution_count": null, "id": "9dd7f78c-4219-492d-a2da-ff95c5f1c87b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "95356629-a67d-4934-af70-ad58ed9e2352", "metadata": {}, "source": [ "## Idealised experiments with precipitation dependence... \n", "- here we only use Aletsch glacier " ] }, { "cell_type": "code", "execution_count": 15, "id": "34a974e7-e451-4f7f-883a-069468926ea2", "metadata": {}, "outputs": [], "source": [ "m_s, m_e = 7, 9 # Aletsch glacier driest melt months" ] }, { "cell_type": "code", "execution_count": 16, "id": "d313cae8-e034-4295-9232-4ebe6290fd8e", "metadata": {}, "outputs": [ { "data": { "image/png": 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NL7zwAtu3b6dfv37s3LnTJecXKZfzrs+oUVDO75a4QWKieZw3z4QgERE3cnufn5r4v//7v5Lt/v37ExsbS3R0NE8++SSzZ8+u0blPDFAni4qKqtG5xYtlZ8Pbb5vtiRPtrcWfjBhhZn3etQvWrYOhQ+2uSER8mNvv/ISHh5OXl1dmf05OTql+QJURGRlJv3792Lx5s1vOL8Jrr8GxY2YdrwsvtLsa/9GgAYwZY7bnzrW3FhHxeW4PP+X1vcnLyyMrK6tMXx1Xnd+yLLZu3eqS84sfsSzT7AJm5XF1dK5dzqavJUvg11/trUVEfJrbw098fDxr1qwhNze3ZF9KSgoBAQHExsZW6Vz79u1j/fr1XHjCX+Tx8fF89dVXfP/99yX71q5dy2+//cawYcNqXL/4kc2b4dtvzTIWo0fbXY3/6d4devSA/HzN+CwibuX28DNx4kRCQ0MZPnw4qampzJ8/n2nTpjFx4sRSc/wMGTKENm3alDx/6623GDNmDAsWLCAtLY158+ZxySWXEBgYWGrSwxEjRtCpUyeuvfZali9fzttvv824ceO47LLLNMePVM38+ebx6qvV0dku48ebx7lzNeOziLhNrfT5Wbt2LUFBQQwfPpwZM2aQmJjI008/Xeq4oqIiCgsLS56fd9557Nu3j7vuuovY2FhmzJhBz5492bhxI+edd17JcXXq1GHVqlW0bduW0aNHM2HCBGJiYkhKSnL3RxNfcvTo8Rmd//xne2vxZ6NHmykGvvsOPv7Y7mpExEc5LEt/Xp3MOdrrdCPCxMe8/TZcdx00bw67d0NgoN0V+a+xY+H1180Ek3Pm2F2NiHiRyn5/a1V3ETg+ud7YsQo+dvvTn8xjcrIZeSci4mIKPyJ798Lq1WZ77Fh7axEYONDcgcvNBS1OLCJuoPAj8uabZlbhfv2gbVu7q5HAwONz/rz+ur21iIhPUvgR/2ZZx5u8brrJzkrkRM411VasgF9+sbcWEfE5Cj/i3z7/HDIyzNw+I0faXY04deoEPXtCYaHp+yMi4kIKP+LfnFMiXHklNGpkby1SmvPuj5q+RMTFFH7EfxUVHZ/b5/rr7a1Fyho92vT/+fRTSE+3uxoR8SEKP+K//vtfyMqC8HCIj7e7GjnZWWcd/99Fy12IiAsp/Ij/cjZ5jRgBdevaW4uU74YbzOPChVruQkRcRuFH/NPRo7Bokdl2DqsWz3P55RASArt2meYvEREXUPgR/7RyJeTlQbNm0L+/3dXIqYSEmM7oYO7+iIi4gMKP+KcFC8zj6NEQoP8beLRRo8xjcrKZjFJEpIb0X33xP3l5x5dNUJOX54uLg8aNYd8+WL/e7mpExAco/Ij/efdds2BmdDR07Wp3NVKR4GC45hqzraYvEXEBhR/xPykp5vG668DhsLcWqRxn01dKipn1WUSkBhR+xL8cOHB8BfcRI+ytRSpv8GA480z49VdYt87uakTEyyn8iH9Ztgzy802TV6dOdlcjlRUUdHztNTV9iUgNKfyIf3HO7TNihJq8vI2z6WvxYhNgRUSqSeFH/Mfvv5v5fUAruHujfv2gaVMzWk9NXyJSAwo/4j/ee8+M8mrbFjp3trsaqaqAALj6arP9zjv21iIiXk3hR/yHc5TXyJFq8vJW115rHv/zH436EpFqU/gR/3DwIKxYYbY1yst7DRgAERFm1NeHH9pdjYh4KYUf8Q8rVpjFTFu3hm7d7K5GqisoCK66ymyr6UtEqknhR/yDRnn5DmfT1+LFWutLRKpF4Ud83+HDprMzaJSXLxg6FBo1gqws+Phju6sRES+k8CO+b9UqE4BatYIePeyuRmoqOBguv9xsq+lLRKpB4Ud833/+Yx6vuUZNXr7C2fT1zjtgWfbWIiJeR+FHfFth4fEmL2dHWfF+l14KDRrAnj3wxRd2VyMiXkbhR3zbRx9BdrYZHt23r93ViKs0aABxcWZ72TJ7axERr1Mr4ScjI4OYmBhCQkJo2rQp06dPJ7+CtXmysrKYPn063bp1IzQ0lObNm3P99dezZ8+eUsd98MEHOByOMj+jnOsAiX9butQ8Xn65GSYtvuPKK83ju+/aW4eIeB23fxvk5OQwePBg2rZty+LFi9m7dy+TJ0/m8OHDPP/886d83ebNm1m8eDHjxo2jd+/e/Prrr/zjH/+gV69efPPNNzRp0qTU8fPnzyc6Orrk+Zlnnum2zyRewrKOhx81efmeyy4zfbg+/xwyM6FFC7srEhEv4fbwM2fOHA4cOMCSJUuIiIgAoLCwkEmTJjFz5kzOOeeccl/Xr18/MjIyCDrhr/W+ffty7rnn8vrrrzNlypRSx59//vlccMEF7vsg4n2++w527jSjg2Jj7a5GXK1JE9OU+dFHpulr0iS7KxIRL+H2Zq+VK1cydOjQkuADkJCQQHFxMampqad8XVhYWKngA9C8eXOaNGnCvn373Fav+BDnXZ8hQ6BhQ3trEfdQ05eIVIPbw09GRkap5igwwSYyMpKMjIwqnWvbtm3s37+fDh06lPm3YcOGERgYSPPmzZk2bRpHjhw57bmioqJO+ZOZmVmlusRDqcnL9znDz7p1cOCAvbWIiNeolT4/YWFhZfaHh4eTnZ1d6fNYlsUdd9zBOeecw+jRo0v2N27cmOnTp3PJJZdQv3591q1bx5NPPkl6ejrLly93xUcQb7RvH2zaZLadE+KJ72nfHtq2he+/h9RULVorIpXiNcNfHnjgAdauXcuqVasICQkp2d+9e3e6d+9e8nzw4MFERkZy2223sWnTJnr16lXu+Xbu3HnK94qKinJd4WIP5/DnXr3gFP3KxAc4HObuz1NPmaYvhR8RqQS3N3uFh4eTl5dXZn9OTk6pfkCn88orr/DQQw/x0ksvMWTIkAqPT0hIAMyIMfFTzj4gavLyfc6mr/feM5NaiohUwO3hJzo6ukzfnry8PLKyssr0BSrPkiVLuPXWW3nooYcYN26cu8oUX3LwIKxda7adX4ziu/r2NZNYZmfDhg12VyMiXsDt4Sc+Pp41a9aQm5tbsi8lJYWAgABiKxh+/MEHHzB69GjGjx/PfffdV+n3XLhwIQAXXnhhtWoWL7d6NRw7BlFR0KmT3dWIuwUFmTl/QKO+RKRS3N7nZ+LEiTz33HMMHz6cmTNnsnfvXqZNm8bEiRNLzfEzZMgQ9uzZw/bt2wFIT09n+PDhtG3blhtvvJGPP/645NgmTZrQunVrAG644QbatGlDjx49qFevHuvWrWPWrFkMHz5c8/74K+daXldeqYVM/cWVV8Ibb5gRfv/6l/53F5HTcnv4CQ8PZ+3atdx+++0MHz6c0NBQEhMTeeSRR0odV1RUROEJ7fWffPIJeXl55OXlcfHFF5c6duzYsbz66qsAdOrUiQULFvDUU09x7NgxzjvvPGbOnMk999zj7o8mnqi4GFauNNvDhtlbi9SeuDioWxe2b4eMDChnOgwRESeHZVmW3UV4Gudor9ONCBMP9cUX0KOHWfgyO9vM7iz+IS7ODHd/8kk4aQZ4EfEPlf3+1qru4ltWrDCPQ4cq+Pib+Hjz6LzzJyJyCgo/4luc4UdNXv7HGX4+/NCM+BMROQWFH/Ed2dng7Bjv/CIU/9GuHZx3HuTnm+UuREROQeFHfEdqqunw3KkTnHuu3dVIbXM41PQlIpWi8CO+Q01ecmL40VgOETkFhR/xDcXFsGqV2Vb48V+DBpkh73v2mCHvIiLlUPgR37B5M/zyC4SGwknzQokfCQmBAQPMtpq+ROQUFH7ENzibvGJioE4de2sRe6nfj4hUQOFHfIP6+4iTM/z8738a8i4i5VL4Ee/3yy/w6admW0PcpX17aNXKDHlPS7O7GhHxQAo/4v1WrzYje7p2hRMWyxU/pSHvIlIBhR/xfs5RXrrrI04a8i4ip6HwI96tuBjWrDHbcXH21iKeY/BgM+R9927YutXuakTEwyj8iHfbsgV+/tms4t6nj93ViKc4cci7886giMgfFH7Eu73/vnkcOFCruEtpsbHm0XlnUETkDwo/4t2c4Scmxt46xPMMHWoeP/jAjPwSEfmDwo94r6NHzVwuoPAjZXXpAk2awKFD8PHHdlcjIh5E4Ue81/r1JgCdcw507Gh3NeJpAgKO3/1x3iEUEUHhR7zZiU1eDoe9tYhnct4RVL8fETmBwo94r9RU86gmLzkV552fTZsgN9fWUkTEcyj8iHfavx++/NJsO7/gRE7WooVZ7qK4WEtdiEgJhR/xTmvXmseuXeHss+2tRTyb886g+v2IyB8UfsQ7Ob/InHO5iJyK886g+v2IyB8UfsT7WJb6+0jlDRwIgYHw/fewZ4/d1YiIB1D4Ee+TkQF795oZnfv1s7sa8XSNG8NFF5ltNX2JCAo/4o2cX2CXXAL169tbi3gH9fsRkRMo/Ij3cfbdUJOXVJaz38/atWbkl4j4NYUf8S6FhfDf/5rtIUPsrUW8x0UXQWgo/Pbb8SkSRMRvKfyId/n8czhwAMLCzDB3kcqoU8d0fAY1fYlI7YSfjIwMYmJiCAkJoWnTpkyfPp38SqyybFkWjz/+OOeeey7169enT58+fFzOAoX79u3j2muvJTQ0lIiICBITEzlw4IA7PorYzTlR3YABZgSPSGU57xRqskMRv+f28JOTk8PgwYPJz89n8eLFPProo7z88stMnjy5wtc+8cQT/P3vf+fuu+9m+fLlREZGEhsby86dO0uOKSgoIC4ujm3btpGUlMSLL77I6tWruf766935scQu69aZx8GD7a1DvM+gQeZx/XooKLC3FhGxVZC732DOnDkcOHCAJUuWEBERAUBhYSGTJk1i5syZnHPOOeW+7ujRozz22GNMmTKFu+++G4D+/fvTrl07nnzySWbPng3AokWL+Pbbb0lPT6d9+/YAhIeHExcXx6ZNm+jVq5e7P6LUlvx888UFx7/IRCrr/PPhjDNMv59PP4W+fe2uSERs4vY7PytXrmTo0KElwQcgISGB4uJiUp0T1ZVjw4YNHDhwgISEhJJ9devW5ZprrmHFihWlzt+lS5eS4AMQExNDREREqePEB3z6KRw+DE2aQKdOdlcj3iYgwDSXgpq+RPyc28NPRkYG0dHRpfaFhYURGRlJRkbGaV8HlHlthw4d+OGHHzhy5Mgpz+9wOIiOjj7t+aOiok75k5mZWaXPKLXE2eQ1cKD5IhOpKucdQ4UfEb9WK31+wsLCyuwPDw8nOzv7tK8LDg6mXr16ZV5nWRY5OTk1Or94IecXlvr7SHU5w89HH8GxY/bWIiK2cXufH091Yqfpk0VFRdViJVIpR4/Chg1mW/19pLo6doSzzoL9++GTT8ws4SLid9x+5yc8PJy8vLwy+3Nyckr1AyrvdceOHePo0aNlXudwOAgPD6/R+cXLbNxo/lKPjIR27eyuRryVw3F8vp8PPrCzEhGxkdvDT3l9b/Ly8sjKyirTV+fk1wFs3bq11P6MjIySeX9OdX7Lsti6detpzy9e5sQh7g6HvbWId1O/HxG/5/bwEx8fz5o1a8jNzS3Zl5KSQkBAALGxsad8Xd++fWnUqBEpKSkl+woKCli8eDHDhg0rdf6vvvqK77//vmTf2rVr+e2330odJ17O+UWlJi+pKefv0MaNpjlVRPyOw7Isy51vkJOTQ6dOnWjXrh0zZ85k7969TJ48mTFjxvD888+XHDdkyBD27NnD9u3bS/Y9/vjjPPDAAzzxxBN07tyZ2bNnk5qaypdfflnSL6egoIAePXrgcDh49NFHOXz4MFOnTqVLly4sX768WjU7z326fkFSiw4ehPBws67Xzp1w3nl2VyTezLKgWTPIyjJ3FBWoRXxGZb+/3d7hOTw8nLVr13L77bczfPhwQkNDSUxM5JFHHil1XFFREYWFhaX2/fWvf8WyLJ588kl++eUXunXrxurVq0t1SK5Tpw6rVq3ijjvuYPTo0QQFBXHNNdcwa9Ysd380qS0ffWSCT8uWCj5Scw6HCTxJSeaOosKPiN9x+50fb6Q7Px7mr3+Ff/4TbroJ5s+3uxrxBXPnwvjx0K8ffPih3dWIiItU9vtbM8WJ53OOytFf6OIqzt+lTz4xs4aLiF9R+BHPdvAgbN5stp1DlEVqKioKWrQwC5x+9JHd1YhILVP4Ec+2cSMUFZn+Pueea3c14iuc/X5AQ95F/JDCj3i2//3PPGomXnE1551E5++YiPgNhR/xbAo/4i79+5vHTZvgj4WSRcQ/KPyI5zp61HRIBYUfcb3Wrc1yKQUFJgCJiN9Q+BHP9emnZj2vs8+Gtm3trkZ8jcNx/O6PhruL+BWFH/FcJzZ5aT0vcQdn+FG/HxG/ovAjnkv9fcTdnL9bGzaYWcRFxC8o/IhnKiw8Pv+Kwo+4y/nnQ1gYHDoEX3xhdzUiUksUfsQzffGF+UIKCzNfUCLuEBBglrgA9fsR8SMKP+KZnE1e/fubLygRd1G/HxG/o28V8Uzq7yO1xfk7tn49FBfbW4uI1AqFH/E8xcXmiwgUfsT9evSA+vXht98gPd3uakSkFij8iOf57jvIzoaQEOje3e5qxNfVrQu9e5tt9fsR8QsKP+J5nE1efftCnTr21iL+wXmHUf1+RPyCwo94HvX3kdp24kzPlmVvLSLidgo/4lksq/RIL5Ha0Ls3BAXBjz/Cnj12VyMibqbwI55l927IyjLNXb162V2N+IuQEOjZ02yr6UvE5yn8iGdxzursHIEjUlvU70fEbyj8iGfZsME89u1rbx3if5wzPTsDuIj4LIUf8SzOL56LL7a3DvE/zsCdkWHm/BERn6XwI54jLw+2bDHbCj9S2848E9q1M9sff2xvLSLiVgo/4jk+/tiM9oqKgqZN7a5G/JEzdKvpS8SnKfyI53B+4ai/j9jF+bvn7HsmIj5J4Uc8h/MLR01eYhfn796mTVBQYG8tIuI2Cj/iGQoLj/ezUPgRu7RvD+HhcOQIfPml3dWIiJso/Ihn+PprOHQIGjeGTp3srkb8VUAA9OljttX0JeKzFH7EMzj7+/TpY76AROyiTs8iPq9WvmWWLVtG165dqVevHu3atWP+/PkVvubTTz9l3LhxtGnThgYNGtC2bVvuueceDh06VOq4Bx54AIfDUeZnzpw57vo44g6a3FA8hfN38KOPtMipiI8KcvcbrF+/nquvvprExESeeeYZ1q1bx80330xoaCgjRow45euSk5P5/vvvmT59Ou3atePbb7/l/vvv55NPPmHdunWljq1fv36ZfVFRUW75POImmtxQPMWFF0JgIOzbB5mZcO65dlckIi7m9vDzj3/8g4suuqjkTsygQYPYsWMH999//2nDz1//+leaNGlS8nzgwIGEh4czZswYNm/eTE/nIoRAQEAAvXv3dt+HEPfKzDQ/gYFw0UV2VyP+LiQEuneHzz4zoVzhR8TnuLXZ69ixY6SlpTFy5MhS+0eNGkV6ejq7d+8+5WtPDD5O3bt3B2Dfvn0urVNs5rzr062b+eIRsZvm+xHxaW4NPzt27KCgoIDo6OhS+zt06ABARkZGlc63fv16gDLnO3LkCE2aNCEoKIiOHTvyyiuv1KBqqXWa3FA8jbP5VeFHxCe5tdkrJycHgLCwsFL7w8PDAcjOzq70uX799VceeOABrrrqKtq2bVuyv02bNjzxxBN0796do0ePkpSUxC233EJeXh5Tp0495flO1ycoMzOTFi1aVLo2qSFNbiiexhnEv/oKDh6Ehg3trUdEXKrK4ScvL4+srKwKj3Nlh+OCggJGjRoFwIsvvljq32644YZSzy+77DLy8/N5+OGHufPOO6lTp47L6hA3OHTIfMGA7vyI52jeHFq0MH3RNm2CwYPtrkhEXKjK4SclJYXx48dXeFx6enrJHZ68vLxS/+a8IxQREVHheSzLYty4cWzatIkPP/yQyMjICl+TkJDAokWL2L59e0kT28l27tx5ytdrpFgt+uwzKCo6/mUj4ikuvhgWLjR3JhV+RHxKlfv8JCYmYllWhT/R0dG0bt2aOnXqlOnb43x+ct+d8kydOpW3336bJUuW0LVr16qWK57OuaSFRuuJpzlxvh8R8Slu7fAcHBzMoEGDWLRoUan9ycnJdOjQgVatWp329Y8//jizZs3i1VdfZciQIZV+34ULFxIWFkabNm2qU7bUJoUf8VTO8PPJJ1BcbG8tIuJSbp/n57777mPgwIFMmjSJhIQE0tLSSEpKIjk5uXQhQUGMHTuWefPmAZCUlMQ999zDDTfcwHnnncfHzi9JoHXr1iVD4Xv27MnYsWOJjo7myJEjLFiwgMWLF/PMM8+ov4+ns6zj4Ufz+4in6dIF6tWDnBz4/nuz6KmI+AS3h59+/fqxePFi7r33XubNm8e5557L3Llzy8z9U1RURFFRUcnz1NRUAN58803efPPNUsfOnz+fm266CTCjvWbNmsVPP/2Ew+Ggc+fOvPnmm4wZM8a9H0xq7ocf4KefICgIevSwuxqR0urUgZ49TbPXxx8r/Ij4EIdlafGakzk7PJ+uU7S4QHIyjBplvmA++8zuakTKmjoVnnoKbr0VZs+2uxoRqUBlv7+1fLbYR/19xNM5m2NPaHYXEe+n8CP2UfgRT+f83fz6azh82N5aRMRlFH7EHseOweefm22FH/FUzZvDOeeYuag2b7a7GhFxEYUfsceXX0J+PpxxBrRubXc1IuVzOI43fX3yib21iIjLKPyIPU5s8nI47K1F5HScdybV70fEZyj8iD3U30e8he78iPgchR+xh8KPeIsLLoCAAPjxR9i71+5qRMQFFH6k9v30E+zebZq7LrzQ7mpETi8kBDp3Ntu6+yPiExR+pPY5v0A6doTGje2tRaQy1O9HxKco/EjtU5OXeBvn76ru/Ij4BIUfqX3OLxCFH/EWzk7Pn30GhYX21iIiNabwI7WrqAg2bTLbCj/iLdq3N020hw/DN9/YXY2I1JDCj9Su776DQ4egYUPo0MHuakQqJyAAevUy2+r3I+L1FH6kdjnv+vTsCYGB9tYiUhXq9yPiMxR+pHZ9+ql5dP4VLeIttMK7iM9Q+JHa5Qw/mt9HvI0z/GRkQF6evbWISI0o/EjtOXoUvv7abCv8iLc580xo1cpsa4V3Ea+m8CO156uvzDDhM8+Eli3trkak6pyh3XkHU0S8ksKP1J4Tm7y0krt4I4UfEZ+g8CO1R/19xNsp/Ij4BIUfqT0KP+LtevY0dy1/+AH277e7GhGpJoUfqR0HDphRMqDwI94rNBSio8227v6IeC2FH6kdmzeDZcG558LZZ9tdjUj1qelLxOsp/EjtUJOX+AqFHxGvp/AjtUPhR3zFieHHsuytRUSqReFHaofCj/iKrl0hKAh++cV0fBYRr6PwI+73yy+wZ4/Z7tnT3lpEaqpePejSxWyr6UvEKyn8iPs5vyDat4fGje2tRcQV1O9HxKsp/Ij7bdpkHrWSu/gKZ/hx/m6LiFeplfCzbNkyunbtSr169WjXrh3z58+v8DW7d+/G4XCU+endu3eZYzds2ECfPn2oX78+LVu25IknnsBSR0TPof4+4mucv8ubN0Nxsb21iEiVBbn7DdavX8/VV19NYmIizzzzDOvWrePmm28mNDSUESNGVPj6Rx99lEGDBpU8Dw0NLfXv27dvJy4ujpiYGB5++GG+/vprZsyYQWBgIFOnTnX555EqsiyFH/E9HTtC/frw+++wdSt06GB3RSJSBQ7LzbdI4uLiOHjwIB999FHJvuuvv54vv/yS77777pSv2717N+eddx4pKSmnDUkTJkxg9erVbNu2jbp16wIwc+ZMXnzxRX766SeCg4OrXHNUVBQAO3furPJr5SR79kCrVmZ0zO+/m86iIr6gf39Yvx5eew3+9Ce7qxERKv/97dZmr2PHjpGWlsbIkSNL7R81ahTp6ens3r27xu+xcuVKhg8fXhJ8nOfPzc1l48aNNT6/1JDzrk/nzgo+4lvU6VnEa7k1/OzYsYOCggKinWvh/KHDH7eIM5xrPZ3GrbfeSmBgIGeddRbjx48nOzu75N8OHTpEZmZmmfNHR0fjcDgqdX5xMzV5ia9S+BHxWm7t85OTkwNAWFhYqf3h4eEApYLMyYKDg7n11luJi4sjLCyMTz75hEceeYTPPvuMTZs2UadOHXJzc8s9f926dWnQoMFpz++8NVaezMxMWrRocZpPJpWm8CO+yvk7/eWXUFAAderYWo6IVF6Vw09eXh5ZWVkVHne6cFEZkZGRzJ49u+T5gAED6NSpE5dffjlLliwhISGhRueXWlBcbEbDgIa5i+9p3RrCwiA3F779Frp1s7kgEamsKoeflJQUxo8fX+Fx6enpJXd48vLySv2b845QREREld572LBhhISEsHnzZhISEkru+Jx8/vz8fA4fPnza85+uM1RNg5v8Yft2OHDA9PXp2NHuakRcy+EwM5avXQuffabwI+JFqhx+EhMTSUxMrNSxx44do06dOmRkZBAXF1ey39kX5+S+OlUVEhJCixYtyvTt2bp1K5Zl1fj8UkPOuz7OtZDE7QoKYO9eu6vwI22GwtrtsOI7iP7R7mpEvEpklyYEN6r6iGxXcOs3UnBwMIMGDWLRokXceeedJfuTk5Pp0KEDrVq1qtL5li9fzqFDh7jwhP4j8fHxLF26lH/+85/U+aPNPTk5mbCwMPr27euSzyHV9Pnn5lHredWKb76BYcMgM9PuSvzJDPOzBPMjIpX2eVIG3Ufbc5PC7X+O33fffQwcOJBJkyaRkJBAWloaSUlJJCcnly4kKIixY8cyb948AKZMmUJAQAC9e/cmLCyMTZs28dhjj3HBBRcwfPjwktdNmzaNBQsWMHr0aCZNmsSWLVv417/+xSOPPFJq+LvYwBl+evSwtw4/sGkTxMdDdrbpd6sbbbXFgqNHzWSeIlIljgCHbe/t9v9E9uvXj8WLF3Pvvfcyb948zj33XObOnVtm7p+ioiKKiopKnnfs2JHZs2fz8ssvc/jwYZo1a8bNN9/Mgw8+SNAJ/2Vv06YNqampTJ48mWHDhtGkSRMefPBBpkyZ4u6PJqdjWbrzU0s++ACuuAIOHoTevWHFCviju524nQOob3cRIl6qvW3v7PYZnr2RZnh2gZ07zWiYunXNzM66C+cWy5fDiBFw7BgMHgxLl0LDhnZXJSJiD4+Y4Vn8mPOuT+fOCj5usnAhXH21CT5XXgnvvafgIyJSGQo/4h7OkV5q8nKLl1+G66+HwkIYMwYWLdLqISIilaXwI+6hzs5u869/wYQJplvVrbfC669rcmERkapQ+BHXs6zjd34UflzGsuDee2H6dPN8xgx44QUI0P+LRUSqRANixfUyM+G338x4686d7a7GJxQXw113wXPPmeePPWbCj4iIVJ3Cj7ies8mrUyd1RHGBwkJITITXXjMrKrzwgmnuEhGR6lH4EddTk5fLHDtmOjYvXgyBgfDqq3DDDXZXJSLi3RR+xPU0uaFLHDoE11wDqalmtoC334arrrK7KhER76fwI66nkV41lpsLl18OH30EISFm8sIhQ+yuSkTENyj8iGvt2wc//WSGIHXtanc1Xmn/foiLgy+/hLAws1xFnz52VyUi4jsUfsS1nHd9OnSABg3srcULZWZCTAxs3QpnnWWavJQhRURcS+FHXEtNXtX2/fcwdCj88AOcey6sWQNt29pdlYiI79H0aOJaWtaiWrZsgf79TfBp1w4+/FDBR0TEXRR+xLV056fKPvkEBgyAn382TVz/+5+58yMiIu6h8COus38//PijmYmvWze7q/EKaWlmFFdOjunUnJYGZ59td1UiIr5N4Udcx3nXp107CA21txYvsGwZxMeb+XyGDjWdm8PD7a5KRMT3KfyI66jJq9KSkuDqq80MzsOHmyDUsKHdVYmI+AeFH3EdLWtRKS+9ZJaoKCqCG2+ElBQtgSYiUpsUfsR1tKxFhf75T5g4ESwLJk0ya3UFacIJEZFapfAjrpGTA7t3m211di7DsuBvf4O//tU8v+ceeP55MxG2iIjULv3NKa7x9dfmsWVL9do9SXEx3HEHvPCCef7448dDkIiI1D6FH3GNL780j7rrU0phIYwbB2+8YWYAmD3bNHuJiIh9FH7ENRR+yjh2DEaNgv/8BwID4fXX4frr7a5KREQUfsQ1FH5KOXTIDGFfswaCg82IriuusLsqEREBhR9xhfx8+PZbs63wQ24uDBsGGzdCSAi8+y4MHmx3VSIi4qTwIzWXng4FBdC4senw7Mf274fYWPjqK9Pve+VKuOgiu6sSEZETKfxIzZ3Y5OVw2FmJrTIzzTIV27aZ9blSU6FLF7urEhGRkyn8SM199ZV57NrV3jps9P33Jvj88INZkX3NGmjb1u6qRESkPJpiTWrOzzs7f/019O9vgk+7drB+vYKPiIgnq5Xws2zZMrp27Uq9evVo164d8+fPr/A1DzzwAA6Ho9yfiSdMlHKq4+bMmePOjyROluXX4efjj2HAAPj5Z/PxP/wQWrSwuyoRETkdtzd7rV+/nquvvprExESeeeYZ1q1bx80330xoaCgjRow45esSExO59NJLS+373//+x1//+lfi4+NL7a9fvz7r1q0rtS8qKsp1H0JOLTPTLG0RFAQdO9pdTa1auxauusoMa+/bF957D8LC7K5KREQq4vbw849//IOLLrqo5E7MoEGD2LFjB/fff/9pw0/z5s1p3rx5qX1z5swhPDy8TPgJCAigd+/eri9eKua869Oxo5nQxk8sXQoJCWaUf0wMLFlihrWLiIjnc2uz17Fjx0hLS2PkyJGl9o8aNYr09HR2OxfCrISjR4+yZMkSRowYQd26dV1cqVSbHzZ5LVgA115rgs/VV8OyZQo+IiLexK3hZ8eOHRQUFBAdHV1qf4cOHQDIyMio9LmWL1/OgQMHuL6c9QGOHDlCkyZNCAoKomPHjrzyyis1K1wqz8/Cz4svwo03QlER/OlP8PbbfnXDS0TEJ7i12SsnJweAsJM6QoT/sep3dnZ2pc+VlJREs2bNuOSSS0rtb9OmDU888QTdu3fn6NGjJCUlccstt5CXl8fUqVNPeb7T9QnKzMykhXqtVo4fhZ/HH4d77jHbt90Gzz4LARovKSLidaocfvLy8sjKyqrwOFd2OM7NzWXFihXcdtttBJz0bXPDDTeUen7ZZZeRn5/Pww8/zJ133kmdOnVcVoecJC8Pdu0y2z48x49lwcyZJvwA/O1v8I9/+PV8jiIiXq3K4SclJYXx48dXeFx6enrJHZ68vLxS/+a8IxQREVGp93znnXc4duwYY8aMqdTxCQkJLFq0iO3bt5c0sZ1s586dp3y9RopV0tdfm8cWLaCS/1t6m+JiuP12mD3bPP/nP2HaNHtrEhGRmqnyTfvExEQsy6rwJzo6mtatW1OnTp0yfXucz0/uC3QqSUlJREdH071796qWK+7k401ehYUwdqwJPg4HzJmj4CMi4gvc2mMhODiYQYMGsWjRolL7k5OT6dChA61atarwHFlZWXzwwQfldnQ+lYULFxIWFkabNm2qWrJUhQ+Hn6NHYcQIePNNCAw0I7wmTLC7KhERcQW3z/Nz3333MXDgQCZNmkRCQgJpaWkkJSWRnJxcupCgIMaOHcu8efNK7V+4cCHFxcWnDD89e/Zk7NixREdHc+TIERYsWMDixYt55pln1N/H3Xw0/Bw8CMOHm0kMg4MhJQWuuMLuqkRExFXcHn769evH4sWLuffee5k3bx7nnnsuc+fOLTP3T1FREUVFRWVen5SURK9evWjdunW552/Tpg2zZs3ip59+wuFw0LlzZ958881K9w+SaioogG++Mds+FH5ycmDYMLNsRcOG8O67MGiQ3VWJiIgrOSzLsuwuwtM4OzyfrlO039uyBbp0gUaNTGLwgTHfP/8MsbGmH3d4OKxaBb162V2ViIhUVmW/v91+50d8lLPJq0sXnwg+P/wAQ4fC999D06bw/vtw/vl2VyUiIu6g8CPV89VX5tEHmry2bTPBJzMTWraENWtAfeVFRHyX9//JLvbwkc7OX30F/fub4BMdDevXK/iIiPg6hR+pOss6Hn68eGbnjRth4EDYvx+6d4f//Q+aN7e7KhERcTeFH6m6n36C334zfX06dbK7mmpZswZiYiA3Fy6+GNatgyZN7K5KRERqg8KPVJ1zWYu2baF+fXtrqYalS+Gyy+DQITO6a/VqOGntXRER8WEKP1J1W7aYxy5d7K2jGt54A669FvLzzeO770JIiN1ViYhIbVL4kapz3vnxsvAzezb86U9QVAQ33QQLF5oZnEVExL8o/EjVOcNP58721lEFjz0Gf/mL2b7jDpg3D4I00YOIiF9S+JGqKSiA9HSz7QV3fiwLZsyAmTPN8/vug2ee8Yl5GUVEpJr0t69UzbZtpsNMw4ZmRkAPVlxs7vbMmWOeP/kkTJlib00iImI/hR+pGmdn586dPfr2SUGB6deTlAQOB7z0Eowfb3dVIiLiCRR+pGq8oLPz0aNw3XVmJFdQkBnhNWqU3VWJiIinUPiRqvHwzs4HD8JVV5lJC+vVg0WLzJw+IiIiTgo/UjUePMdPdjYMGwaffGK6JC1bZpavEBEROZHCj1Rebi788IPZPv98W0s52U8/mdmat2yBiAhYuRJ69bK7KhER8UQKP1J5zrs+LVpAeLi9tZxgzx4YOhS2b4fISEhN9bhsJiIiHkThRyrPA5u8tm41wefHH6FVK7NgaevWdlclIiKezHPHKovn8bDOzl9+Cf37m+DToQOsX6/gIyIiFVP4kcrzoDs/GzaYzsy//AI9esB//wvNmtldlYiIeAOFH6mc4uLSExza6P33ISYG8vKgXz8zrL1JE1tLEhERL6LwI5WzZw/8/jvUqQPt29tWxpIlcPnlcPgwXHoprF4NjRvbVo6IiHghhR+pHOddn44dTQCyweuvw8iRZmmxESNg6VJo0MCWUkRExIsp/Ejl2NzZ+YUXYOxYKCqCP/8Z3noL6ta1pRQREfFyCj9SOTZ1drYsePRRuO028/zOO2HuXLNml4iISHUo/Ejl2HDnx7Jgxgz429/M87//HWbN8ujF5EVExAvo72ep2JEjsG2b2a6lOz9FRfCXv8BLL5nnTz8Nd99dK28tIiI+TuFHKpaeboa6n3GGWT/CzQoKTP+et94ChwNeeQVuvtntbysiIn5C4UcqdmKTl8Ph1rc6cgQSEmD5ctOvZ8EC81xERMRVFH6kYs7w4+Ymr99/h6uugrQ0qFcP3nkHhg1z61uKiIgfcnvX0ffff5/rr7+e1q1b43A4uM05bKcS8vLyuPnmm4mIiCA0NJQRI0aQlZVV5rgNGzbQp08f6tevT8uWLXniiSewLMuVH8O/1cJIr+xss0BpWhqEhsKqVQo+IiLiHm4PP6tWreKrr75iwIABhIWFVem11113HampqcyZM4cFCxawdetW4uPjKSwsLDlm+/btxMXFERkZyfLly7nrrru4//77eeqpp1z8SfzYN9+Yx/PPd8vps7JgwADYtAkiIsxyFQMGuOWtREREcFhuvkVSXFxMwB9jk1u1asXll1/O888/X+HrNm7cSN++fVm9ejWxsbEAbN26lQ4dOrBw4UIS/ugIMmHCBFavXs22bduo+8esdzNnzuTFF1/kp59+Ijg4uMo1R0VFAbBz584qv9bn/Prr8YWzfv8dGjZ06el37zZ3fHbsMH2p338fOnVy6VuIiIifqOz3t9vv/ARUc1KWlStXEhYWRkxMTMm+9u3b061bN1asWFHquOHDh5cEH4BRo0aRm5vLxo0bq1+4GN9+ax5btXJ58MnIgP79TfA57zxYv17BR0RE3M9jOzxnZGTQvn17HCeNLurQoQMZGRkAHDp0iMzMTKKjo0sdEx0djcPhICMjg4EDB5Z7fmc6LE9mZiYtWrSo2QfwFc7w4+JU8sUXEBcHv/xilgtLTYVmzVz6FiIiIuXy2Llyc3Jyyu0jFB4eTnZ2NgC5ubkAZY6rW7cuDRo0KDlOasAN/X3Wr4eBA03w6dkT/vtfBR8REak9Vb7zk5eXV+6Iq5NFRUWVaoryNKdrDzzdXSG/4+I7P6tXw9VXm/l8LrkEli2DRo1ccmoREZFKqXL4SUlJYfz48RUel56eXqY5qirCw8PJzMwssz8nJ4eIiAjg+B2fvLy8Usfk5+dz+PDhkuOkmizLpXd+3nkHRo82MzjHx8OiRdCgQY1PKyIiUiVVbvZKTEzEsqwKf2oSfMD029m6dWuZ+XoyMjJKzh0SEkKLFi1K+gA5OV9X0xr83s8/mwl4AgKghtfytdfMTM0FBTByJPznPwo+IiJiD4/t8xMfH09OTg5r164t2bdt2za++OILhp0w+118fDxLly6loKCgZF9ycjJhYWH07du3Vmv2Oc67Pq1bQ/361T7Nc8/BTTeZ5cFuvtms2eXBLaIiIuLj3B5+9uzZw6JFi1i0aBGHDx9mx44dJc9PFBQUxM0nrF7Zp08f4uLiGDduHCkpKSxbtowRI0bQpUsXrrnmmpLjpk2bxv79+xk9ejTr1q3j2Wef5V//+hd/+9vfPLrPkVdw9vepZpOXZcHDD8Mdd5jnd99tFikNDHRRfSIiItXg9qHuaWlp/PnPfy55vmrVKlatWgVQqkmrqKiIoqKiUq9NTk5m8uTJ3HLLLRQWFhIbG8tzzz1HUNDxstu0aUNqaiqTJ09m2LBhNGnShAcffJApU6a4+ZP5Aeedn2p0drYsmD4dnnzSPH/gAbj/freviyoiIlIht8/w7I00w/Mf+vSBjz+GhQvhuusq/bKiIpg0CV5+2TyfNQvuuss9JYqIiDhV9vvbYyc5FJtZVrWGuRcUwJ/+ZPJSQIBp5ho3zk01ioiIVIPCj5QvM9Os5RUUBO3aVeolR46YkVzvvQd16sCCBea5iIiIJ1H4kfI57/q0b1+poVkHDsCVV5rZmuvXh8WL4dJL3VyjiIhINSj8SPmq0Nn5t9/MpIWffgqhoebOT//+bq5PRESkmhR+pHyVHOaelQUxMebwM84wy1f07FkL9YmIiFSTwo+UrxJ3fnbtgqFDYedOOOcceP99s0K7iIiIJ/PYGZ7FRsXF8N13ZvsUd37S003T1s6dEBVlVmpX8BEREW+g8CNl7dplhm4FB5ulLU7y+edmRfa9e03g+fBDOO88G+oUERGpBoUfKcvZ5NWhQ5m1KNavh0GD4Ndf4YILzOiuc86xoUYREZFqUviRsk7R2Xn1aoiNNcPaL7kE1q6FM8+0oT4REZEaUPiRssrp7LxoEVxxhWkNGzYMVq2CRo1sqk9ERKQGFH6krJPu/Myfb5b2Kigwj0uWmIkMRUREvJHCj5RWWAgZGWa7UyeefdaszVVcDImJZsmKSkz4LCIi4rEUfqS07dshPx+rQQgPvd6yZDX2KVPMKu0n9X8WERHxOgo/Uto332ABUxu9xN8fML8eDz0E//oXOBz2liYiIuIKmuG5Fh3NPYpVbNldxmkVf/odd/Eyc38aA8Azz8Cdd9pbk4iIiCsp/NSii8/ZxedHOthdRgXuByDAUczceQH8+c82lyMiIuJiavaSMsLIJfnpfQo+IiLik3TnpxZ9+ENLigsP2l1GhYIbhVCnQZjdZYiIiLiFwk8tanBmA7tLEBER8Xtq9hIRERG/ovAjIiIifkXhR0RERPyKwo+IiIj4FYUfERER8SsKPyIiIuJXFH5ERETEryj8iIiIiF9R+BERERG/ovAjIiIifkXhR0RERPyKwo+IiIj4FYUfERER8SsOy7Isu4vwNPXr16ewsJAWLVrYXYqIiIhUUmZmJkFBQRw5cuS0xwXVUj1eJTg42C3nzczMBFCoqiFdR9fRtXQNXUfX0HV0DX++jkFBQZX6Dtedn1oUFRUFwM6dO22uxLvpOrqOrqVr6Dq6hq6ja+g6Vkx9fkRERMSvKPyIiIiIX1H4EREREb+i8CMiIiJ+ReFHRERE/IrCj4iIiPgVDXUXERERv6I7PyIiIuJXFH5ERETEryj8iIiIiF9R+BERERG/ovAjIiIifkXhpxZkZGQQExNDSEgITZs2Zfr06eTn59tdlkfZvn07EydOpFu3bgQFBXH++eeXe9y8efNo164d9erVo2vXrixfvrzMMXl5edx8881EREQQGhrKiBEjyMrKcvdHsF1KSgpXXXUVzZs3JyQkhG7duvHvf/+bkwd06hqe3ooVKxgwYABNmjQhODiYqKgoJk+eTF5eXqnjli1bRteuXalXrx7t2rVj/vz5Zc6Vn5/PtGnTaNq0KSEhIcTExLB169ba+ige5eDBgzRv3hyHw8Fnn31W6t/0O3l6r776Kg6Ho8zPjBkzSh2n61gFlrhVdna2FRkZaV1yySXWqlWrrHnz5lmNGze2/vKXv9hdmkf5z3/+YzVv3ty69tprrc6dO1udOnUqc8xbb71lORwO695777XWrVtnTZgwwQoKCrI2btxY6ri4uDirefPmVnJysrV06VLr/PPPt7p27WoVFBTU1sexRe/eva1Ro0ZZCxcutNauXWvNmDHDCggIsB544IGSY3QNK/bGG29Y06ZNsxYtWmSlpaVZzz33nHXGGWdYMTExJcd8+OGHVmBgoDVhwgRr3bp11r333ms5HA4rJSWl1LkmTJhgNW7c2Jo3b561atUqq3///lazZs2s3Nzc2v5Ytps+fbp19tlnW4D16aefluzX72TF5s+fbwHWqlWrrI0bN5b8/PDDDyXH6DpWjcKPmz366KNWSEiI9dtvv5Xse+mll6zAwEBr7969NlbmWYqKikq2x44dW274adeunTV69OhS+/r06WPFx8eXPN+wYYMFWKtXry7Zl5GRYTkcDis5OdkNlXuOX375pcy+8ePHW40aNSq5vrqG1fPyyy9bQMn/Z2NjY62+ffuWOmb06NFWhw4dSp5nZmZagYGB1ksvvVSy77fffrNCQkKsJ554onYK9xDp6elWSEiINWfOnDLhR7+TFXOGn/L+P+6k61g1avZys5UrVzJ06FAiIiJK9iUkJFBcXExqaqqNlXmWgIDT/yru3LmTbdu2kZCQUGr/qFGjWLt2LceOHQPM9Q4LCyMmJqbkmPbt29OtWzdWrFjh+sI9yJlnnllmX/fu3Tlw4ACHDh3SNayBM844AzDNWMeOHSMtLY2RI0eWOmbUqFGkp6eze/duAFJTUykuLi51XEREBLGxsX53HW+//XYmTpxI+/btS+3X76Rr6DpWncKPm2VkZBAdHV1qX1hYGJGRkWRkZNhUlfdxXquTr2WHDh3Iz89n165dJce1b98eh8NR5jh/vN7r16+nWbNmhIaG6hpWUVFREUePHuXzzz/noYce4sorr6RVq1bs2LGDgoKCcq8jHP9dzcjI4KyzziI8PLzMcf50HRctWsSWLVu4//77y/ybfierplOnTgQGBhIVFcVjjz1GUVERoOtYHUF2F+DrcnJyCAsLK7M/PDyc7Ozs2i/IS+Xk5ACUuZbOLxbntdT1Pm79+vUsXLiQp556CtA1rKqWLVuyd+9eAC699FKSkpIAXceqOHz4MJMnT+bRRx+lUaNGZf5d17JyIiMjefDBB7noootwOBy8++673Hvvvezdu5fnn39e17EaFH5EfNCPP/7Iddddx6BBg7jjjjvsLscrrVixgkOHDvHtt9/y8MMPc8UVV/D+++/bXZZXefjhhzn77LP585//bHcpXi0uLo64uLiS57GxsdSvX59Zs2bxt7/9zcbKvJeavdwsPDy8zBBZMAn8xH5AcnrOv2BOvpbOv3ic11LXG3Jzc4mPj+eMM87gnXfeKelPpWtYNV26dKFPnz4kJiaydOlS0tLSWLJkia5jJe3Zs4ennnqKBx98kLy8PHJzczl48CBghr0fPHhQ17IGEhISKCoq4ssvv9R1rAaFHzeLjo4u05aal5dHVlZWmfZZOTXntTr5WmZkZFC3bl2ioqJKjtu6dWuZuW3K63vli44cOcLll19OXl4eK1eupHHjxiX/pmtYfV26dKFOnTps376d1q1bU6dOnXKvIxy/ztHR0fz8888lX0AnHucP13HXrl3k5+dz2WWXER4eTnh4OFdccQUAgwYNYujQofqddBFdx6pT+HGz+Ph41qxZQ25ubsm+lJQUAgICiI2Nta8wLxMVFUW7du1ISUkptT85OZkhQ4ZQt25dwFzvnJwc1q5dW3LMtm3b+OKLLxg2bFit1lzbCgsLSUhIID09nVWrVtGsWbNS/65rWH2ffPIJBQUFREVFERwczKBBg1i0aFGpY5KTk+nQoQOtWrUCTNNEQEAA77zzTskxOTk5pKam+sV17NatG2lpaaV+Zs2aBcCcOXOYPXu2fidrYOHChQQGBtK9e3ddx+qwd6S973NOcjhgwABr9erV1r///W8rLCxMkxye5NChQ1ZKSoqVkpJiDRw40GrRokXJ8/3791uWZVlJSUmWw+Gw7r//fistLc2aOHGiFRQUZG3YsKHUueLi4qwWLVpYb7/9tvXuu+9anTt39otJvMaPH28B1lNPPVVqIrSNGzdaR48etSxL17Ayrr76auuRRx6xli1bZq1Zs8Z66qmnrKZNm1pdunSxjh07ZlnW8UkOb731VistLc26//77LYfDYb399tulzjVhwgQrLCzM+ve//22tXr3aGjBggN9OcmhZlpWWllZmnh/9TlYsNjbWevzxx6333nvPeu+996wJEyZYDofDuuuuu0qO0XWsGoWfWvDdd99ZQ4YMserXr2+dddZZ1tSpU0v+IyrGrl27LKDcn7S0tJLj5s6da7Vp08aqW7eu1blzZ2vZsmVlzpWbm2uNGzfOCgsLsxo2bGhdc801fjGhZMuWLU95DXft2lVynK7h6T322GNWt27drNDQUCskJMTq1KmTdd9991l5eXmljlu6dKnVuXNnq27dulabNm2sefPmlTnX0aNHrSlTplhnnXWWVb9+fWvo0KFWenp6bX0Uj1Ne+LEs/U5W5I477rDatm1r1a9f3woODrY6d+5sPfvss1ZxcXGp43QdK89hWSc1/omIiIj4MPX5EREREb+i8CMiIiJ+ReFHRERE/IrCj4iIiPgVhR8RERHxKwo/IiIi4lcUfkRERMSvKPyIiIiIX1H4EREREb+i8CMiIiJ+ReFHRERE/Mr/A8p16IY/y4dBAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gdir = gdirs[0] # Aletsch\n", "delta_t = dict_delta_t_rgi_eq[gdir.rgi_id]\n", "\n", "# let's define our overshoot (temperature bias series that we apply on th 2009+/-10 yr climate)\n", "x = np.arange(0,250,1)\n", "ny_s=50\n", "t0 = ny_s\n", "ny_e=250\n", "t1 = ny_e +ny_s\n", "a = -0.00010772\n", "b = 0.0024\n", "c = delta_t\n", "\n", "t = np.arange(t0, t1, 1)\n", "y = a * (t - t0) * (t - t1) + b * (t - t0) + c\n", "\n", "ys = np.concatenate([np.full(ny_s, y[0]), y, np.full(ny_e, y[-1])])\n", "temp_bias_ts = pd.Series(ys-(y[0]-delta_t), index=np.arange(0,250+ny_s+ny_e,1))\n", "temp_bias_ts = pd.concat([temp_bias_ts, pd.Series(index=np.arange(550,250+ny_s+ny_e,1), dtype='float64')])\n", "temp_bias_ts.loc[550:] = temp_bias_ts.loc[549]\n", "temp_bias_ts.plot(color='red'); \n", "\n", "yr_max_os = temp_bias_ts.idxmax() - 50 \n", "x = np.arange(0,yr_max_os,1)\n", "y2 = (y[-1]-y[0])/yr_max_os*x + y[0]\n", "ys2 = np.concatenate([np.full(ny_s, y2[0]), y2, np.full(ny_e+250-yr_max_os, y[-1])])\n", "\n", "# now create a stabilisation timeseries that stabilises at the same final temp. level as the overshoot experiment\n", "# (but without peaking and then declining). We define that it stabilised at the year where the overshoot peaks. \n", "temp_bias_ts_lin = pd.Series(ys2-(y2[0]-delta_t), index=np.arange(0,yr_max_os+ny_s+ny_e+250-yr_max_os,1))\n", "#temp_bias_ts_lin = pd.Series(ys2-(y2[0]-delta_t), index=np.arange(0,250+ny_s+ny_e,1))\n", "temp_bias_ts_lin = pd.concat([temp_bias_ts_lin, pd.Series(index=np.arange(550,250+ny_s+ny_e,1), dtype='float64')])\n", "temp_bias_ts_lin.loc[550:] = temp_bias_ts_lin.loc[549]\n", "temp_bias_ts_lin.plot(color='blue'); \n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "30abb628-63bd-4039-ae80-c510788b07d2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#f = np.array([-4.36202118e-12, 5.34151857e-09, -2.03858079e-06,\n", "# 1.76227795e-04, 2.0097832e-02, -6.39048239e-01])\n", "#y= f[5] + f[4]*x + f[3]*x**2+f[2]*x**3+f[1]*x**4 + f[0]*x**5\n", "# yr_max_os = 250 # this was before \n", "# -50 because of the first 50 years that are added later\n", "yr_max_os = temp_bias_ts.idxmax() - 50 \n", "\n", "delta_p = -0.452\n", "ys = np.concatenate([np.full(ny_s, y[0]), y, np.full(ny_e, y[-1])])\n", "delta_all = -(ys*0.05-y[0])[0]\n", "\n", "prcp_fac_os = pd.Series(ys*0.05-y[0] + delta_all,\n", " #delta_p)-0.64,\n", " index=np.arange(0,250+ny_s+ny_e,1))\n", "#prcp_fac_os = pd.Series(ys*0.1-(y[0]-delta_p)-0.58, index=np.arange(0,250+ny_s+ny_e,1))\n", "\n", "prcp_fac_os.plot(color='red',ls='--'); \n", "\n", "\n", "y2 = (y[-1]-y[0])/yr_max_os*x + y[0]\n", "ys2 = np.concatenate([np.full(ny_s, y2[0]), y2, np.full(ny_e+250-yr_max_os, y[-1])])\n", "\n", "prcp_fac_lin = pd.Series(ys2*0.05-y2[0]+ delta_all, index=np.arange(0,yr_max_os+ny_s+ny_e+250-yr_max_os,1))\n", "prcp_fac_lin.plot(color='blue'); \n", "\n", "prcp_fac_step = np.concatenate([np.repeat(prcp_fac_lin.iloc[0], ny_s),\n", " np.repeat(prcp_fac_lin.iloc[-1], ny_e+250)])\n", "prcp_fac_step = pd.Series(prcp_fac_step, index=np.arange(0,250+ny_s+ny_e,1))\n", "prcp_fac_step.plot(color='grey', ls=':'); plt.xlabel('Year'); plt.ylabel('Precipitation factor change');\n", "(-prcp_fac_step).plot(color='grey',ls=':'); plt.xlabel('Year'); plt.ylabel('Precipitation change change');\n", "(-prcp_fac_lin).plot(color='grey',ls=':'); plt.xlabel('Year'); plt.ylabel('Precipitation change change');\n", "(-prcp_fac_os).plot(color='grey',ls=':'); plt.xlabel('Year'); plt.ylabel('Precipitation change ');\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "1d455f27-d1ab-4d69-942c-580ab1fc172e", "metadata": {}, "outputs": [], "source": [ "add = ''\n", "# We are using the task run_with_hydro to store hydrological outputs along with the usual glaciological outputs\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts, # the temperature bias timeseries we just created\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix=f'_spinup{add}', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix=f'_oversh_temp{add}_short'); # an identifier for the output file, to read it later\n", "\n", "# linear temp. change\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts_lin, # the temperature bias timeseries we just created\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix=f'_spinup{add}', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix= f'_lin_temp{add}_short'); # an identifier for the output file, to read it later\n", "\n", "# We are using the task run_with_hydro to store hydrological outputs along with the usual glaciological outputs\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts, # the temperature bias timeseries we just created\n", " prcp_fac_ts = prcp_fac_os,\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix='_spinup', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix='_oversh_temp_prcp_inc'); # an identifier for the output file, to read it later\n", "\n", "# linear temp. change\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts_lin, # the temperature bias timeseries we just created\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " prcp_fac_ts = prcp_fac_lin,\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix='_spinup', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix= '_lin_temp_prcp_inc'); # an identifier for the output file, to read it later\n", "\n", "# We are using the task run_with_hydro to store hydrological outputs along with the usual glaciological outputs\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts, # the temperature bias timeseries we just created\n", " prcp_fac_ts = -prcp_fac_os,\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix='_spinup', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix='_oversh_temp_prcp_dec'); # an identifier for the output file, to read it later\n", "\n", "# linear temp. change\n", "tasks.run_with_hydro(gdir,\n", " temp_bias_ts=temp_bias_ts_lin, # the temperature bias timeseries we just created\n", " run_task=run_constant_climate_with_bias, # which climate scenario? See following notebook for other examples\n", " prcp_fac_ts = -prcp_fac_lin,\n", " y0=2009, halfsize=10, # Period which we will average and constantly repeat\n", " store_monthly_hydro=True, # Monthly ouptuts provide additional information\n", " init_model_filesuffix='_spinup', # We want to start from the glacier in equibrium we created earlier\n", " output_filesuffix= '_lin_temp_prcp_dec'); # an identifier for the output file, to read it later" ] }, { "cell_type": "code", "execution_count": 19, "id": "3d32c925-cfbe-4e7e-8812-e6b0a1dda1a5", "metadata": {}, "outputs": [], "source": [ "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_oversh_temp_short')) as ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " ds = ds.isel(time=slice(0, -1)).load()\n", " \n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_lin_temp_short')) as ds_lin:\n", " ds_lin = ds_lin.isel(time=slice(0, -1)).load()\n", "\n", "sel_vars_m = [v for v in ds.variables if 'month_2d' in ds[v].dims]\n", "\n", "\n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_oversh_temp_prcp_inc')) as _ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " ds_prcp_ch_inc = _ds.isel(time=slice(0, -1)).load()\n", " \n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_lin_temp_prcp_inc')) as ds_lin_prcp_ch:\n", " ds_lin_prcp_ch_inc = ds_lin_prcp_ch.isel(time=slice(0, -1)).load()\n", "\n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_oversh_temp_prcp_dec')) as _ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " ds_prcp_ch_dec = _ds.isel(time=slice(0, -1)).load()\n", " \n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_lin_temp_prcp_dec')) as ds_lin_prcp_ch:\n", " ds_lin_prcp_ch_dec = ds_lin_prcp_ch.isel(time=slice(0, -1)).load()\n" ] }, { "cell_type": "code", "execution_count": 20, "id": "64cc8059-c90b-490f-af39-b2d5cca08ab2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rgi_id = gdir.rgi_id\n", "fig, axs = plt.subplots(2,1, figsize=(10, 7), sharex=True)\n", "ax = axs[0]\n", "sel_vars = [v for v in ds.variables if 'month_2d' not in ds[v].dims]\n", "df_annual = ds[sel_vars].to_dataframe()\n", "\n", "# Select only the runoff variables\n", "runoff_vars = ['melt_off_glacier', 'melt_on_glacier', 'liq_prcp_off_glacier', 'liq_prcp_on_glacier']\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff = df_annual[runoff_vars] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff = df_runoff.rolling(roll, center=True, min_periods=1).mean()\n", "\n", "labels_nice_dict = {'melt_off_glacier': 'melt off glacier',\n", " 'melt_on_glacier': 'melt on glacier',\n", " 'liq_prcp_off_glacier': 'liquid precipitation off glacier',\n", " 'liq_prcp_on_glacier': 'liquid precipitation on glacier'}\n", "\n", "df_runoff = df_runoff.rename(columns=labels_nice_dict)\n", "df_runoff.sum(axis=1).plot(ax=ax);\n", "plt.ylabel('30-yr avg. Runoff (Mt)'); plt.xlabel('Years'); plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", "\n", "df_annual_prcp_ch_inc = ds_prcp_ch_inc[sel_vars].to_dataframe()\n", "df_runoff_prcp_ch_inc = df_annual_prcp_ch_inc[runoff_vars] * 1e-9\n", "df_runoff_prcp_ch_inc = df_runoff_prcp_ch_inc.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_prcp_ch_inc = df_runoff_prcp_ch_inc.rename(columns=labels_nice_dict)\n", "\n", "df_annual_prcp_ch_dec = ds_prcp_ch_dec[sel_vars].to_dataframe()\n", "df_runoff_prcp_ch_dec = df_annual_prcp_ch_dec[runoff_vars] * 1e-9\n", "df_runoff_prcp_ch_dec = df_runoff_prcp_ch_dec.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_prcp_ch_dec = df_runoff_prcp_ch_dec.rename(columns=labels_nice_dict)\n", "\n", "##############_\n", "ax = axs[1]\n", "sel_vars = [v for v in ds_lin.variables if 'month_2d' not in ds_lin[v].dims]\n", "df_annual_lin = ds_lin[sel_vars].to_dataframe()\n", "\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff_lin = df_annual_lin[runoff_vars] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff_lin = df_runoff_lin.rolling(roll, center=True, min_periods=1).mean()\n", "\n", "df_runoff_lin = df_runoff_lin.rename(columns=labels_nice_dict)\n", "df_runoff_lin.sum(axis=1).plot(ax=ax);\n", "\n", "df_annual_lin_prcp_ch_inc = ds_lin_prcp_ch_inc[sel_vars].to_dataframe()\n", "df_runoff_lin_prcp_ch_inc = df_annual_lin_prcp_ch_inc[runoff_vars] * 1e-9\n", "df_runoff_lin_prcp_ch_inc = df_runoff_lin_prcp_ch_inc.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_lin_prcp_ch_inc = df_runoff_lin_prcp_ch_inc.rename(columns=labels_nice_dict)\n", "\n", "df_annual_lin_prcp_ch_dec = ds_lin_prcp_ch_dec[sel_vars].to_dataframe()\n", "df_runoff_lin_prcp_ch_dec = df_annual_lin_prcp_ch_dec[runoff_vars] * 1e-9\n", "df_runoff_lin_prcp_ch_dec = df_runoff_lin_prcp_ch_dec.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_lin_prcp_ch_dec = df_runoff_lin_prcp_ch_dec.rename(columns=labels_nice_dict)\n", "\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "8a0d318e-97d2-4828-b79c-d3e78a79084d", "metadata": {}, "outputs": [], "source": [ "#roll = 1 # just for suppl. fig. S1\n", "roll = 21 #21 #21 # 21 #1 #31\n", "if roll == 1:\n", " roll_info = '_no_rolling_average'\n", "elif roll == 21:\n", " roll_info = '_21_year_rolling_average'\n", "\n", "df_summer = ds[sel_vars_m].sel(month_2d=slice(m_s,m_e)).sum(dim='month_2d').to_dataframe()\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff_sum = df_summer[runoff_vars_monthly] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff_sum = df_runoff_sum.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_sum = df_runoff_sum.rename(columns=labels_nice_dict)\n", "\n", "\n", "##############_\n", "df_summer_lin = ds_lin[sel_vars_m].sel(month_2d=slice(m_s,m_e)).sum(dim='month_2d').to_dataframe()\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff_sum_lin = df_summer_lin[runoff_vars_monthly] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff_sum_lin = df_runoff_sum_lin.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_sum_lin = df_runoff_sum_lin.rename(columns=labels_nice_dict)\n", "\n", "\n", "####\n", "df_dry = ds[sel_vars_m].sel(month_2d=slice(m_s,m_e)).sum(dim='month_2d').to_dataframe()\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff_dry = df_dry[runoff_vars_monthly] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff_dry = df_runoff_dry.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_dry = df_runoff_dry.rename(columns=labels_nice_dict)\n", "\n", "##############_\n", "df_dry_lin = ds_lin[sel_vars_m].sel(month_2d=slice(m_s,m_e)).sum(dim='month_2d').to_dataframe()\n", "# Convert them to megatonnes (instead of kg)\n", "df_runoff_dry_lin = df_dry_lin[runoff_vars_monthly] * 1e-9\n", "# We smooth the output, which is otherwize noisy because of area discretization\n", "df_runoff_dry_lin = df_runoff_dry_lin.rolling(roll, center=True, min_periods=1).mean()\n", "df_runoff_dry_lin = df_runoff_dry_lin.rename(columns=labels_nice_dict)\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "2bd4b2fa-9b20-4f62-8a32-340d54ca5235", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_2659775/3372020488.py:379: UserWarning: Tight layout not applied. tight_layout cannot make axes height small enough to accommodate all axes decorations.\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.rc('font', size=26)\n", "fig, axs = plt.subplots(nrows=4, ncols=2, figsize=(16, 18), sharex=True)\n", "axs = axs.flatten()\n", "#ds.length_m.plot(ax=axs[1]);\n", "#temp_bias_step.plot(ax=axs[0], c='C3', ls=':', label='step change');\n", "temp_bias_ts.plot(ax=axs[0], c='C3', label='overshoot', lw=3, ls='--');\n", "temp_bias_ts_lin.plot(ax=axs[0], c='C3', label='linear stabilisation', lw=3,ls='-');\n", "\n", "\n", "#(temp_bias_ts-temp_bias_ts_lin).plot(ax=axs[0], c='C3', label='overshoot', lw=3);\n", "axs[0].text(0.98, 0.98, 'Temperature (°C, bias\\non 1999-2019 climate)',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=20, color='C3')\n", "leg = axs[0].legend(fontsize=18, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'lower right', ncol=1) # bbox_to_anchor=(0,1.01), ncol=3)\n", "axs[0].set_xlabel(''); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "for j in np.arange(0,2,1):\n", " leg.get_lines()[j].set_color('grey')\n", " leg.get_texts()[j].set_color('grey')\n", "\n", "\n", "axs[0].annotate('temperature\\ntarget',(480,temp_bias_ts_lin.iloc[-1]), xytext=(420,temp_bias_ts_lin.iloc[-1]*0.6),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=16)\n", "\n", "diff_temp = temp_bias_ts - temp_bias_ts_lin.max()\n", "nyears_temp = len(diff_temp.where(diff_temp >0.01).dropna())\n", "axs[0].fill_between(temp_bias_ts.index, np.repeat(temp_bias_ts_lin.max(), 550), #temp_bias_ts_lin.where(diff_temp >0.01),\n", " temp_bias_ts.where(diff_temp >0.01), alpha=0.1, color='red',\n", " label='overshoot\\n'+f'for {nyears_temp} years\\n'+r'$\\Delta_{max}=$+'+f'{np.round(diff_temp.max(),1)}'+r'$^\\circ C$')\n", "handles, labels = axs[0].get_legend_handles_labels()\n", "axs[0].legend([handles[-1]], [labels[-1]], loc = 'upper right', bbox_to_anchor=(1,0.85), fontsize=16)\n", "axs[0].add_artist(leg)\n", "\n", "\n", "#ds.length_m.plot(ax=axs[1]);\n", "ax = axs[2]\n", "prcp_fac_lin.plot(ax=ax, c='navy', ls='-', label='linear change',lw=3);\n", "prcp_fac_os.plot(ax=ax, c='navy', ls='--',label='overshoot', lw=3);\n", "\n", "ax.text(300,prcp_fac_step.iloc[-1]*1.72,'with increasing\\ntemperatures, assume ...', fontsize=16, color='black')\n", "ax.annotate('precipitation increase',(480,prcp_fac_step.iloc[-1]), xytext=(300,prcp_fac_step.iloc[-1]*1.3),\n", " color='navy',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=16)\n", "\n", "\n", "(-prcp_fac_lin).plot(ax=ax, c='deepskyblue', ls='-', label='linear change',lw=3);\n", "(-prcp_fac_os).plot(ax=ax, c='deepskyblue', ls='--',label='overshoot', lw=3);\n", "ax.annotate('precipitation decrease',(480,-prcp_fac_step.iloc[-1]), xytext=(300,-prcp_fac_step.iloc[-1]*1.6),\n", " color='deepskyblue',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=16)\n", "\n", "\n", "(-prcp_fac_lin*0).plot(ax=ax, c='C0', ls='-', label='linear change',lw=3);\n", "(-prcp_fac_os*0).plot(ax=ax, c='C0', ls='--',label='overshoot', lw=3);\n", "ax.annotate('constant precipitation ',(480,0), xytext=(300,0.01),\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=16)\n", "\n", "\n", "ax.text(0.98, 0.98, 'Precipitation (added ratio)',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=20, color='grey')\n", "#leg = ax.legend(fontsize=18, frameon=True,handlelength=1.2, columnspacing=1,\n", "# handletextpad=0.6,\n", "# loc = 'lower left', bbox_to_anchor=(0,1.01), ncol=3)\n", "ax.set_xlabel(''); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "#for j in np.arange(0,3,1):\n", "# leg.get_lines()[j].set_color('grey')\n", "# leg.get_texts()[j].set_color('grey')\n", "\n", "\n", "\n", "###\n", "ax = axs[3]\n", "ax.text(0.98, 0.98, 'Glacier mass (km³)',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=20, color='grey')\n", "#(ds_step_prcp_ch_inc.volume_m3/1e9).plot(ax=ax, c='navy', ls=':');\n", "(ds_lin_prcp_ch_inc.volume_m3/1e9).plot(ax=ax, c='navy', ls ='-' ,lw=3);\n", "(ds_prcp_ch_inc.volume_m3/1e9).plot(ax=ax, c='navy', ls='--', lw=3);\n", "\n", "diff = (-ds_lin_prcp_ch_inc.volume_m3.min()/1e9+ds_prcp_ch_inc.volume_m3/1e9)\n", "vol_perc_min_inc = int(np.round(100*diff.min() / (ds_lin_prcp_ch_inc.volume_m3.min()/1e9), 0))\n", "\n", "diff_scen = (-ds_lin_prcp_ch_inc.volume_m3+ds_prcp_ch_inc.volume_m3)\n", "\n", "ax.fill_between(ds.time, (ds_lin_prcp_ch_inc.volume_m3/1e9).where(diff_scen<-0.01), # (ds_lin_prcp_ch_inc.volume_m3.min()/1e9).where(diff<-0.01),\n", " (ds_prcp_ch_inc.volume_m3/1e9).where(diff_scen <-0.01), alpha=0.1, color='grey') \n", "\n", "\n", "#(ds_step_prcp_ch_dec.volume_m3/1e9).plot(ax=ax, c='deepskyblue', ls=':');\n", "(ds_lin_prcp_ch_dec.volume_m3/1e9).plot(ax=ax, c='deepskyblue', ls ='-' ,lw=3);\n", "(ds_prcp_ch_dec.volume_m3/1e9).plot(ax=ax, c='deepskyblue', ls='--', lw=3);\n", "diff = (-ds_lin_prcp_ch_dec.volume_m3.min()/1e9+ds_prcp_ch_dec.volume_m3/1e9)\n", "vol_perc_min_dec = int(np.round(100*diff.min() / (ds_lin_prcp_ch_dec.volume_m3.min()/1e9), 0))\n", "diff_scen = (-ds_lin_prcp_ch_dec.volume_m3+ds_prcp_ch_dec.volume_m3)\n", "ax.fill_between(ds.time, (ds_lin_prcp_ch_dec.volume_m3/1e9).where(diff_scen<-0.01), #(ds_lin_prcp_ch_dec.volume_m3.min()/1e9).where(diff<-0.01),\n", " (ds_prcp_ch_dec.volume_m3/1e9).where(diff_scen <-0.01), alpha=0.1, color='grey') #, label =f'Mass trough\\n'+add_text)\n", "\n", "#(ds_step.volume_m3/1e9).plot(ax=ax, c='C0', ls=':');\n", "(ds_lin.volume_m3/1e9).plot(ax=ax, c='C0', ls ='-',lw=3);\n", "(ds.volume_m3/1e9).plot(ax=ax, c='C0', ls='--', lw=3);\n", "diff = (-ds_lin.volume_m3.min()/1e9+ds.volume_m3/1e9)\n", "# how do you define it .. \n", "\n", "#diff.where(diff<-0.01).dropna(dim='time')\n", "diff_scen = (-ds_lin.volume_m3+ds.volume_m3)\n", "vol_perc_min = int(np.round(100*diff.min() / (ds_lin.volume_m3.min()/1e9), 0))\n", "add_text = r'$\\Delta_{max}=$'+f'{vol_perc_min} [{vol_perc_min_inc}, {vol_perc_min_dec}]'+r'$\\%$'\n", "\n", "ax.fill_between(ds.time, (ds_lin.volume_m3/1e9).where(diff_scen<-0.01), #(ds_lin.volume_m3.min()/1e9).where(diff<-0.01), # (ds_lin.volume_m3.min()/1e9).where(diff<-0.01), not the minimum but all ... \n", " (ds.volume_m3/1e9).where(diff_scen <-0.01), alpha=0.1, color='grey',\n", " label='Mass trough') \n", "# , label =f'Maximum mass difference\\n(overshoot vs linear)\\n'+add_text)\n", "# this is just confusing\n", "ax.legend(loc='lower right', fontsize=16)\n", "ax.set_ylabel('')\n", "\n", "\n", "###\n", "ax = axs[4]\n", "ax.text(0.98, 0.98, 'Annual runoff (Mt)',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=22, color='grey')\n", "#df_runoff_step.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='C0', ls=':');\n", "df_runoff_lin.sum(axis=1).plot(ax=ax, label = 'linear stabilisation', c='C0', ls='-',lw=3);\n", "df_runoff.sum(axis=1).plot(ax=ax, label = 'overshoot', c='C0', ls='--', lw=3);\n", "#leg = ax.legend(fontsize=18, frameon=True,handlelength=1.2, columnspacing=1,\n", "# handletextpad=0.6,\n", "# loc = 'lower left', ncol=3)\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "for j in np.arange(0,2,1):\n", " leg.get_lines()[j].set_color('grey')\n", " leg.get_texts()[j].set_color('grey')\n", "\n", "\n", "diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", "diff_initial = -df_runoff_lin.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin.index,\n", " df_runoff_lin.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "\n", "\n", "#df_runoff_step_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='navy', ls=':');\n", "df_runoff_lin_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='navy', ls='-',lw=3);\n", "df_runoff_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='navy', ls='--', lw=3);\n", "diff = (-df_runoff_lin_prcp_ch_inc.sum(axis=1)+df_runoff_prcp_ch_inc.sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_inc.sum(axis=1).iloc[0] + df_runoff_prcp_ch_inc.sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin_prcp_ch_inc.index,\n", " df_runoff_lin_prcp_ch_inc.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff_prcp_ch_inc.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " alpha=0.1, color='cyan')\n", "\n", "\n", "#df_runoff_step_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='deepskyblue', ls=':');\n", "df_runoff_lin_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='deepskyblue', ls='-', lw=3);\n", "df_runoff_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='deepskyblue', ls='--', lw=3);\n", "\n", "\n", "#plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "#ax.fill_between(df_runoff.index,\n", "# df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", "diff = (-df_runoff_lin_prcp_ch_dec.sum(axis=1)+df_runoff_prcp_ch_dec.sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_dec.sum(axis=1).iloc[0] + df_runoff_prcp_ch_dec.sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin_prcp_ch_dec.index,\n", " df_runoff_lin_prcp_ch_dec.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff_prcp_ch_dec.sum(axis=1).where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "ylim_4 = axs[4].get_ylim()\n", "\n", "\n", "\n", "\n", "\n", "ax = axs[6]\n", "ax.text(0.98, 0.98, 'Annual runoff difference (Mt):\\novershoot-linear stabilisation',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=20, color='grey')\n", "\n", "\n", "\n", "#df_runoff_step_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='C0', ls=':');\n", "#df_runoff_lin_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='C0', ls='--');\n", "(-df_runoff_lin_prcp_ch_inc.sum(axis=1)+df_runoff_prcp_ch_inc.sum(axis=1)).plot(ax=ax, label = 'precipitation increase', c='navy', ls='-', lw=3);\n", "#(-df_runoff_step_prcp_ch_inc.sum(axis=1)+df_runoff_prcp_ch_inc.sum(axis=1)).plot(ax=ax, label = 'Annual runoff', c='C0', ls='-', lw=3);\n", "diff = (-df_runoff_lin_prcp_ch_inc.sum(axis=1)+df_runoff_prcp_ch_inc.sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_inc.sum(axis=1).iloc[0] + df_runoff_prcp_ch_inc.sum(axis=1) \n", "\n", "nyears_inc = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff_inc = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "ax.fill_between(df_runoff_lin_prcp_ch_inc.index, np.repeat(0,549), diff.where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "\n", "#df_runoff_step.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='black', ls=':');\n", "#df_runoff_lin.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='black', ls='--');\n", "(-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1)).plot(ax=ax, label = 'constant precipitation', c='C0', ls='-', lw=3);\n", "diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", "diff_initial = -df_runoff_lin.sum(axis=1).iloc[0] + df_runoff.sum(axis=1) \n", "\n", "nyears = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "ax.fill_between(df_runoff_lin.index, np.repeat(0,549), diff.where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "#(-df_runoff_step.sum(axis=1)+df_runoff.sum(axis=1)).plot(ax=ax, label = 'Annual runoff', c='black', ls='-', lw=3);\n", "\n", "#df_runoff_step_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='brown', ls=':');\n", "#df_runoff_lin_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='brown', ls='--');\n", "(-df_runoff_lin_prcp_ch_dec.sum(axis=1)+df_runoff_prcp_ch_dec.sum(axis=1)).plot(ax=ax, label = 'precipitation decrease', c='deepskyblue',\n", " ls='-', lw=3);\n", "diff = (-df_runoff_lin_prcp_ch_dec.sum(axis=1)+df_runoff_prcp_ch_dec.sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_dec.sum(axis=1).iloc[0] + df_runoff_prcp_ch_dec.sum(axis=1) \n", "\n", "nyears_dec = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff_dec = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "add_text = f'for {int(nyears)} [{nyears_inc},{nyears_dec}] years,\\n' + r'$\\Delta_{max}$='+f'{int(water_trough_max_diff)} [{int(water_trough_max_diff_inc)}, {int(water_trough_max_diff_dec)}]'+r'$\\%$'\n", "ax.fill_between(df_runoff_lin_prcp_ch_dec.index, np.repeat(0,549), \n", " diff.where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan', label='trough water\\n'+add_text)\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend([handles[-1]], [labels[-1]], loc='lower right', fontsize=16, bbox_to_anchor=(1,0.48))\n", "#(-df_runoff_step_prcp_ch_dec.sum(axis=1)+df_runoff_prcp_ch_dec.sum(axis=1)).plot(ax=ax, label = 'Annual runoff', c='brown', ls='-', lw=3);\n", "ax.axhline(0,lw=2,color='grey', zorder=-1, alpha =0.5)\n", "#plt.legend(title='with increasing temperature, \\nassume that...', loc='lower right')\n", "\n", "\n", "\n", "# Melt water\\n(off and on glacier)\n", "melt_cols = ['melt off glacier','melt on glacier']\n", "ax = axs[5]\n", "ax.text(0.98, 0.98, 'Melt water (Mt)', #':\\non and off glacier',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=20, color='grey')\n", "df_runoff_lin[melt_cols].sum(axis=1).plot(ax=ax, label = 'linear stabilisation', c='C0', ls='-',lw=3);\n", "df_runoff[melt_cols].sum(axis=1).plot(ax=ax, label = 'overshoot', c='C0', ls='--', lw=3);\n", "\n", "for j in np.arange(0,2,1):\n", " leg.get_lines()[j].set_color('grey')\n", " leg.get_texts()[j].set_color('grey')\n", "\n", "\n", "diff = (-df_runoff_lin[melt_cols].sum(axis=1)+df_runoff[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin[melt_cols].sum(axis=1).iloc[0] + df_runoff[melt_cols].sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin.index,\n", " df_runoff_lin[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "\n", "df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1).plot(ax=ax,label = 'Melt water', c='navy', ls='-',lw=3);\n", "df_runoff_prcp_ch_inc[melt_cols].sum(axis=1).plot(ax=ax,label = 'Melt water', c='navy', ls='--', lw=3);\n", "\n", "diff = (-df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1)+df_runoff_prcp_ch_inc[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1).iloc[0] + df_runoff_prcp_ch_inc[melt_cols].sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin_prcp_ch_inc.index,\n", " df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff_prcp_ch_inc[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "\n", "\n", "df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1).plot(ax=ax, label = 'Melt water', c='deepskyblue', ls='-',lw=3);\n", "df_runoff_prcp_ch_dec[melt_cols].sum(axis=1).plot(ax=ax, label = 'Melt water', c='deepskyblue', ls='--', lw=3);\n", "\n", "diff = (-df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1)+df_runoff_prcp_ch_dec[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1).iloc[0] + df_runoff_prcp_ch_dec[melt_cols].sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin_prcp_ch_dec.index,\n", " df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)),\n", " df_runoff_prcp_ch_dec[melt_cols].sum(axis=1).where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "ylim_5 = axs[5].get_ylim()\n", "\n", "\n", "####################\n", "ax = axs[7]\n", "ax.text(0.98, 0.98, 'Annual melt water difference (Mt):\\novershoot-linear stabilisation',\n", " ha='right', va='top', transform=ax.transAxes, \n", " fontsize=20, color='grey')\n", "\n", "\n", "\n", "#df_runoff_step_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='C0', ls=':');\n", "#df_runoff_lin_prcp_ch_inc.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='C0', ls='--');\n", "(-df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1)+df_runoff_prcp_ch_inc[melt_cols].sum(axis=1)).plot(ax=ax, label = 'precipitation increase', c='navy', ls='-', lw=3);\n", "#(-df_runoff_step_prcp_ch_inc.sum(axis=1)+df_runoff_prcp_ch_inc.sum(axis=1)).plot(ax=ax, label = 'Annual runoff', c='C0', ls='-', lw=3);\n", "diff = (-df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1)+df_runoff_prcp_ch_inc[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_inc[melt_cols].sum(axis=1).iloc[0] + df_runoff_prcp_ch_inc[melt_cols].sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin_prcp_ch_inc.index, np.repeat(0,549), diff.where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "#ax.axvline(diff.idxmax(), alpha=0.1, ls='-', c='navy', zorder=-1)\n", "#ax.axvline(diff.idxmin(), alpha=0.1, ls='-', c='navy', zorder=-1)\n", "nyears_inc = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff_inc = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "\n", "#df_runoff_step.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='black', ls=':');\n", "#df_runoff_lin.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='black', ls='--');\n", "(-df_runoff_lin[melt_cols].sum(axis=1)+df_runoff[melt_cols].sum(axis=1)).plot(ax=ax, label = 'constant precipitation', c='C0', ls='-', lw=3);\n", "diff = (-df_runoff_lin[melt_cols].sum(axis=1)+df_runoff[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin[melt_cols].sum(axis=1).iloc[0] + df_runoff[melt_cols].sum(axis=1) \n", "\n", "ax.fill_between(df_runoff_lin.index, np.repeat(0,549), diff.where((diff<=-5)&(diff_initial<=-5)), alpha=0.1, color='cyan')\n", "#ax.axvline(diff.idxmax(), alpha=0.1, ls='-', c='C0', zorder=-1)\n", "#ax.axvline(diff.idxmin(), alpha=0.1, ls='-', c='C0', zorder=-1)\n", "nyears = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "\n", "#df_runoff_step_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='brown', ls=':');\n", "#df_runoff_lin_prcp_ch_dec.sum(axis=1).plot(ax=ax, label = 'Annual runoff', c='brown', ls='--');\n", "(-df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1)+df_runoff_prcp_ch_dec[melt_cols].sum(axis=1)).plot(ax=ax,\n", " label = 'precipitation decrease',\n", " c='deepskyblue', ls='-', lw=3);\n", "diff = (-df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1)+df_runoff_prcp_ch_dec[melt_cols].sum(axis=1))\n", "diff_initial = -df_runoff_lin_prcp_ch_dec[melt_cols].sum(axis=1).iloc[0] + df_runoff_prcp_ch_dec[melt_cols].sum(axis=1) \n", "\n", "nyears_dec = len(diff.where((diff<=-5)&(diff_initial<=-5)).dropna())\n", "water_trough_max_diff_dec = np.round(diff.where((diff<=-5)&(diff_initial<=-5)).min(),0)\n", "\n", "add_text = f'for {int(nyears)} [{nyears_inc},{nyears_dec}] years,\\n' + r'$\\Delta_{max}$='+f'{int(water_trough_max_diff)} [{int(water_trough_max_diff_inc)}, {int(water_trough_max_diff_dec)}]'+r'$\\%$'\n", "ax.fill_between(df_runoff_lin_prcp_ch_dec.index, np.repeat(0,549), diff.where((diff<=-5)&(diff_initial<=-5)),\n", " alpha=0.1, color='cyan', label='melt trough water\\n'+add_text)\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend([handles[-1]], [labels[-1]], loc='lower right', fontsize=16, bbox_to_anchor=(1,0.46))\n", "#ax.axvline(diff.idxmax(), alpha=0.1, ls='-', c='deepskyblue', zorder=-1)\n", "#ax.axvline(diff.idxmin(), alpha=0.1, ls='-', c='deepskyblue', zorder=-1)\n", "\n", "#(-df_runoff_step_prcp_ch_dec.sum(axis=1)+df_runoff_prcp_ch_dec.sum(axis=1)).plot(ax=ax, label = 'Annual runoff', c='brown', ls='-', lw=3);\n", "ax.axhline(0,lw=2,color='grey', zorder=-1, alpha =0.5)\n", "#plt.legend(title='with increasing temperature, \\nassume that...', loc='lower right')\n", "\n", "for j,ax in enumerate(axs):\n", " #ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", " ax.axvline(300, ls='-', lw=0.5, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.5, alpha =0.4, color='grey', zorder=0)\n", "#axs[2].set_xlabel('Time', fontsize=22); #axs[0].set_ylabel('Temperature bias (°C)');\n", "\n", "\n", "axs[6].annotate('glacier in\\nsteady state\\n(difference=0)',(20,0), xytext=(-20,0-50), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=16)\n", "\n", "\n", "ylim_4_5 = [np.array([ylim_4[0], ylim_5[0]]).min(), np.array([ylim_4[1], ylim_5[1]]).max()]\n", "axs[4].set_ylim(ylim_4_5)\n", "axs[5].set_ylim(ylim_4_5)\n", "\n", "ylim_6 = axs[6].get_ylim()\n", "ylim_7 = axs[7].get_ylim()\n", "ylim_6_7 = [np.array([ylim_6, ylim_7]).min(), np.array([ylim_6, ylim_7]).max()]\n", "axs[6].set_ylim(ylim_6_7)\n", "axs[7].set_ylim(ylim_6_7)\n", "\n", "\n", "fig.delaxes(axs[1])\n", "\n", "num_dict = {0:'a', 1:'b', 2:'c', 3:'d', 4: 'e', 5:'f', 6:'g', 7:'h', 8:'i', 9:'j', 10:'k', 11:'l', 12:'m'} \n", "\n", "plt.tight_layout();\n", "\n", "\n", "num_text_x = 0.01\n", "num_text_y = 0.9 \n", "ax.text(num_text_x, num_text_y,\n", " num_dict[0], fontsize=24, transform=axs[0].transAxes)\n", "for j,ax in enumerate(axs[2:]):\n", " ax.text(num_text_x, num_text_y,\n", " num_dict[j+1], fontsize=24, transform=ax.transAxes)\n", "\n", "axs[-2].set_xlabel('Years', fontsize=24); #axs[0].set_ylabel('Temperature bias (°C)');\n", "axs[-1].set_xlabel('Years', fontsize=24); #axs[0].set_ylabel('Temperature bias (°C)');\n", "axs[-2].set_xticks(np.arange(50,551,100), np.arange(50,551,100)-50, fontsize=18)\n", "axs[-1].set_xticks(np.arange(50,551,100), np.arange(50,551,100)-50, fontsize=18)\n", "\n", "plt.tight_layout()\n", "plt.savefig('../figures/suppl_conceptual_model_w_prcp_ch_w_melt_no_xkcd.png')\n", "plt.savefig('../figures/suppl_conceptual_model_w_prcp_ch_w_melt_no_xkcd.pdf')" ] }, { "cell_type": "code", "execution_count": null, "id": "2c655501-3020-4c1d-b78a-fb8ab8a874d9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "33dde999-7ce5-400e-90db-d296ca565b14", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "ad92c311-a132-440b-a1b3-88cfdc647649", "metadata": {}, "source": [ "# OLD --> REMOVE from here onwards ..." ] }, { "cell_type": "markdown", "id": "e32f2cd8-98ea-4356-8fac-0704fec37f3e", "metadata": {}, "source": [ "### Older figure variants" ] }, { "cell_type": "code", "execution_count": 92, "id": "4cf00f99-576e-4746-8566-10ab42759d32", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fac = 1.35\n", "delta_runoff = -95.5# 60# -80\n", "dry_season = True\n", "\n", "eq1=(ds.volume_m3/1e9).isel(time=-1)\n", "eq0=(ds.volume_m3/1e9).isel(time=0)\n", "\n", "eq1_ind = 520\n", "eq0_ind = 30\n", "\n", "runoff_dry_sum_lim = [(df_runoff.sum(axis=1).min()/1.35 )+ delta_runoff-19, (df_runoff.sum(axis=1).max()*1.25) + delta_runoff-19]\n", "runoff_lim = [df_runoff.sum(axis=1).min()/1.35-19, df_runoff.sum(axis=1).max()*1.25-19]\n", "volume_lim = [#(ds.volume_m3/1e9).min()- , #/1.05,\n", " (ds.volume_m3/1e9).min() - 1*(ds.volume_m3/1e9).max(),\n", " (ds.volume_m3/1e9).max()*1.01]\n", "temp_lim = [temp_bias_ts.values.min()*1.05, \n", " temp_bias_ts.values.max()*6 #1.5\n", " ] #1.25\n", "\n", "plt.rc('font', size=26)\n", "\n", "#with plt.xkcd():\n", "for only_upper_plots in [True,False]:\n", "\n", " if only_upper_plots:\n", " fig, axs = plt.subplots(nrows=1, ncols=3, figsize=(23.5, 8*fac), sharex=True)\n", " add = '_only_upper_plots'\n", " else:\n", " fig, axs = plt.subplots(nrows=2, ncols=3, figsize=(23.5, 15*fac), sharex=True)\n", " add = ''\n", "\n", " ###################\n", " # step change\n", " if do_step_change:\n", " if only_upper_plots:\n", " ax = axs[0]\n", " else:\n", " ax = axs[0][0]\n", " temp_bias_step.plot(ax=ax, c='C3', label = 'Temperature',ls='-', lw=3);\n", " ax2 = ax.twinx()\n", "\n", " (ds_step.volume_m3/1e9).plot(ax=ax2, c='black', label ='Glacier mass', lw=3);\n", " ax.set_ylabel('')\n", " #ds.length_m.plot(ax=axs[1]);\n", "\n", " ax3 = ax2.twinx()\n", " df_runoff_step.sum(axis=1).plot(ax=ax3, label = 'Glacier runoff\\n(annual)', c='C0', lw=3);\n", " ax4 = ax3.twinx()\n", " if dry_season:\n", " df_runoff_sum_step.sum(axis=1).plot(ax=ax4, label = 'Glacier runoff\\n(dry-melt season)',\n", " #\\n(JJA for Aletsch glacier)',\n", " c='tab:orange', lw=2, ls='--');\n", " else:\n", " df_runoff_sum_step.sum(axis=1).plot(ax=ax4, label = 'Glacier runoff (melt season)', c='tab:orange', lw=2, ls='--');\n", "\n", " plt.ylabel(''); #plt.xlabel('Time'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #ax.set_title(f'{rgi_id}');\n", " ax2.set_ylabel('')\n", " ax.set_xticks([],[])\n", " ax.set_yticks([])\n", " ax2.set_yticks([])\n", " ax3.set_yticks([])\n", " ax4.set_yticks([])\n", "\n", "\n", " handles = []\n", " labels = []\n", " for axi in [ax2,ax3,ax4,ax]:\n", " handi, labeli = axi.get_legend_handles_labels()\n", " #if axi == ax3:\n", " # handles.append(handi[0])\n", " # handles.append(handi[1])\n", " # labels.append(labeli[0])\n", " # labels.append(labeli[1])\n", " #else:\n", " handles.append(handi[0])\n", " labels.append(labeli[0])\n", "\n", " plt.legend(handles, labels,fontsize=22, loc = 'upper right', bbox_to_anchor=(1.009,0.76))\n", " #ax.legend(loc='upper left', bbox_to_anchor=(0.65,1))\n", " #ax2.legend(loc='upper left', bbox_to_anchor=(0.65,0.95))\n", " #ax3.legend(loc='upper left', bbox_to_anchor=(0.65,0.9))\n", " #ax3.axhline(df_runoff.iloc[0].sum(), c='C0', ls=':', lw=3)\n", " if dry_season:\n", " ax4.fill_between(df_runoff_dry_step.index,\n", " df_runoff_dry_step.iloc[0].sum(), df_runoff_dry_step.sum(axis=1).values, alpha = 0.1, color='tab:orange') \n", " else:\n", " ax4.fill_between(df_runoff_sum_step.index,\n", " df_runoff_sum_step.iloc[0].sum(), df_runoff_sum_step.sum(axis=1).values, alpha = 0.1, color='tab:orange')\n", " ax3.fill_between(df_runoff_step.index,\n", " df_runoff_step.iloc[0].sum(), df_runoff_step.sum(axis=1).values, alpha = 0.3, color='C0')\n", " #ax3.fill_between(df_runoff_sum_step.index,\n", " # df_runoff_sum_step.iloc[0].sum(), df_runoff_sum_step.sum(axis=1).values, alpha = 0.1, color='C4')\n", " # this is the same for all\n", " ax4.set_ylim(runoff_dry_sum_lim)\n", "\n", " ax3.set_ylim(runoff_lim)\n", " ax2.set_ylim(volume_lim) \n", " ax.set_ylim(temp_lim)\n", "\n", " ax3.annotate('peak water',(df_runoff_step.sum(axis=1).idxmax(),df_runoff_step.sum(axis=1).max()*0.97),\n", " xytext=(df_runoff_step.sum(axis=1).idxmax()*1.05,df_runoff_step.sum(axis=1).max()*1.05),\n", " color='C0',\n", " arrowprops={'arrowstyle':'->'}, fontsize=24)\n", "\n", "\n", "\n", " ax2.annotate('glacier\\nin steady\\nstate',(eq0_ind,eq0), xytext=(-24,eq0*0.73), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax2.annotate('glacier in new\\nsteady state',(eq1_ind,eq1), xytext=(400,eq1*0.8), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax.annotate('temperature\\ntarget',(eq1_ind,temp_bias_ts.values[-1]), xytext=(390,temp_bias_ts.values[-1]*2.05), color='C3',\n", " arrowprops={'arrowstyle':'->'}, fontsize=22)\n", "\n", " ax.set_xlabel('Time', fontsize=24); \n", "\n", " if only_upper_plots:\n", " pass\n", " else:\n", " ax = axs[1][0]\n", " df_runoff_step.plot.area(ax=ax, color=sns.color_palette('Blues_r')); \n", " handles, labels = ax.get_legend_handles_labels()\n", " ax.legend(handles[::-1], labels[::-1],\n", " title='Annual glacier runoff:\\nsum of 4 components',\n", " loc='upper right', fontsize=16,\n", " title_fontsize=18, framealpha = 0.6)\n", " #ax.set_ylim([ax.get_ylim()[0], ax.get_ylim()[1]*1.12])\n", " ax.set_ylim([-5, df_runoff.sum(axis=1).max()*1.25])\n", " #plt.xlabel('Years'); \n", " #plt.ylabel('Runoff (Mt)');\n", " ax.set_ylabel('');\n", " ax.set_xlabel('Time', fontsize=22);\n", " #ax.set_xticks([])\n", " ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", "\n", " ###################\n", " # linear temp change\n", " if only_upper_plots:\n", " ax = axs[1]\n", " else:\n", " ax = axs[0][1]\n", " temp_bias_ts_lin.plot(ax=ax, c='C3', label = 'Temperature',ls='-', lw=3);\n", " ax2 = ax.twinx()\n", "\n", " (ds_lin.volume_m3/1e9).plot(ax=ax2, c='black', label ='Mass', lw=3);\n", " ax.set_ylabel('')\n", " #ds.length_m.plot(ax=axs[1]);\n", "\n", " ax3 = ax2.twinx()\n", " df_runoff_lin.sum(axis=1).plot(ax=ax3, label = 'Annual glacier runoff', c='C0', lw=3);\n", " \n", " ax4 = ax3.twinx()\n", " if dry_season:\n", " df_runoff_dry_lin.sum(axis=1).plot(ax=ax4, label = 'Dry-season glacier runoff', #\\n(JJA for Aletsch glacier)',\n", " c='tab:orange', lw=2, ls='--');\n", " else:\n", " df_runoff_sum_lin.sum(axis=1).plot(ax=ax4, label = 'Melt-season glacier runoff',\n", " c='tab:orange', lw=2, ls='--');\n", "\n", " plt.ylabel(''); #plt.xlabel('Time'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #ax.set_title(f'{rgi_id}');\n", " ax2.set_ylabel('')\n", " ax.set_xticks([],[])\n", " ax.set_yticks([])\n", " ax2.set_yticks([])\n", " ax3.set_yticks([])\n", " ax4.set_yticks([])\n", " \n", " #handles = []\n", " #labels = []\n", " #for axi in [ax,ax2,ax3]:\n", " # handi, labeli = axi.get_legend_handles_labels()\n", " # handles.append(handi[0])\n", " # labels.append(labeli[0])\n", "\n", " #plt.legend(handles, labels,fontsize=18)\n", " #ax.legend(loc='upper left', bbox_to_anchor=(0.65,1))\n", " #ax2.legend(loc='upper left', bbox_to_anchor=(0.65,0.95))\n", " #ax3.legend(loc='upper left', bbox_to_anchor=(0.65,0.9))\n", " #ax3.axhline(df_runoff.iloc[0].sum(), c='C0', ls=':', lw=3)\n", " if dry_season:\n", " ax4.fill_between(df_runoff_dry_lin.index,\n", " df_runoff_dry_lin.iloc[0].sum(), df_runoff_dry_lin.sum(axis=1).values, alpha = 0.1, color='tab:orange')\n", " else:\n", " ax4.fill_between(df_runoff_sum_lin.index,\n", " df_runoff_sum_lin.iloc[0].sum(), df_runoff_sum_lin.sum(axis=1).values, alpha = 0.1, color='tab:orange')\n", " ax3.fill_between(df_runoff_lin.index,\n", " df_runoff_lin.iloc[0].sum(), df_runoff_lin.sum(axis=1).values, alpha = 0.3, color='C0')\n", "\n", " ax4.set_ylim(runoff_dry_sum_lim)\n", " ax3.set_ylim(runoff_lim)\n", " ax2.set_ylim(volume_lim) \n", " ax.set_ylim(temp_lim)\n", "\n", " #ax.annotate('peak water',(220,-0.09), xytext=(140,0.15), color='C0',\n", " # arrowprops={'arrowstyle':'->'}, fontsize=22)\n", " ax3.annotate('peak water',(df_runoff_lin.sum(axis=1).idxmax(),df_runoff_lin.sum(axis=1).max()*0.98),\n", " xytext=(df_runoff_lin.sum(axis=1).idxmax(),df_runoff_lin.sum(axis=1).max()*1.03),\n", " color='C0', ha='center',\n", " arrowprops={'arrowstyle':'->'}, fontsize=24)\n", " \n", " \n", " ax2.annotate('glacier\\nin steady\\nstate',(eq0_ind,eq0), xytext=(-24,eq0*0.73), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax2.annotate('glacier in new\\nsteady state',(eq1_ind,eq1), xytext=(400,eq1*0.8), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax.annotate('temperature\\ntarget',(eq1_ind,temp_bias_ts.values[-1]), xytext=(390,temp_bias_ts.values[-1]*2.05), color='C3',\n", " arrowprops={'arrowstyle':'->'}, fontsize=22)\n", "\n", " ax.set_xlabel('Time', fontsize=24); \n", "\n", " if not only_upper_plots:\n", " ax = axs[1][1]\n", " df_runoff_lin.plot.area(ax=ax, color=sns.color_palette('Blues_r'), legend=False); \n", " #handles, labels = ax.get_legend_handles_labels()\n", " #ax.legend(handles[::-1], labels[::-1], title='Annual glacier runoff: sum of 4 components', loc='upper right', fontsize=16,\n", " # title_fontsize=18, framealpha = 0.6)\n", " #ax.set_ylim([ax.get_ylim()[0], ax.get_ylim()[1]*1.12])\n", " ax.set_ylim([-5, df_runoff.sum(axis=1).max()*1.25])\n", " #plt.xlabel('Years'); \n", " #plt.ylabel('Runoff (Mt)');\n", " ax.set_ylabel('');\n", " ax.set_xlabel('Time', fontsize=22);\n", " #ax.set_xticks([])\n", " ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", "\n", "\n", "\n", " ####################\n", " if only_upper_plots:\n", " ax = axs[2]\n", " else:\n", " ax = axs[0][2]\n", " temp_bias_ts.plot(ax=ax, c='C3', label = 'Temperature',ls='-', lw=3);\n", " ax2 = ax.twinx()\n", "\n", " (ds.volume_m3/1e9).plot(ax=ax2, c='black', label ='Mass', lw=3);\n", " ax.set_ylabel('')\n", " #ds.length_m.plot(ax=axs[1]);\n", "\n", " ax3 = ax2.twinx()\n", " df_runoff.sum(axis=1).plot(ax=ax3, label = 'Annual glacier runoff', c='C0', lw=3);\n", " ax4 = ax3.twinx()\n", "\n", " df_runoff_sum.sum(axis=1).plot(ax=ax4, label = 'Melt-season glacier runoff',\n", " c='tab:orange', lw=2, ls='--');\n", " \n", " plt.ylabel(''); #plt.xlabel('Time'); #plt.title(f'Total annual runoff for {rgi_id}');\n", " #ax.set_title(f'{rgi_id}');\n", " ax2.set_ylabel('')\n", " ax.set_xticks([],[])\n", " ax.set_yticks([])\n", " ax2.set_yticks([])\n", " ax3.set_yticks([])\n", " ax4.set_yticks([])\n", "\n", " handles = []\n", " labels = []\n", " for axi in [ax,ax2,ax3]:\n", " handi, labeli = axi.get_legend_handles_labels()\n", " handles.append(handi[0])\n", " labels.append(labeli[0])\n", "\n", " leg=plt.legend(handles, labels,fontsize=20)\n", " leg.remove()\n", " #ax.legend(loc='upper left', bbox_to_anchor=(0.65,1))\n", " #ax2.legend(loc='upper left', bbox_to_anchor=(0.65,0.95))\n", " #ax3.legend(loc='upper left', bbox_to_anchor=(0.65,0.9))\n", " #ax3.axhline(df_runoff.iloc[0].sum(), c='C0', ls=':', lw=3)\n", " ax4.fill_between(df_runoff_sum.index,\n", " df_runoff_sum.iloc[0].sum(), df_runoff_sum.sum(axis=1).values, alpha = 0.1, color='tab:orange')\n", "\n", " ##########NEW \n", " diff = df_runoff.sum(axis=1) - df_runoff.sum(axis=1).iloc[0]\n", " ax3.fill_between(df_runoff.index,\n", " df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).where(diff<0).values, alpha=0.3, color='cyan')\n", " ax3.fill_between(df_runoff.index,\n", " df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).where(diff>=0).values, alpha=0.3, color='C0')\n", " \n", " #ax.fill_between(df_runoff.index, np.repeat(0,549), diff.where(diff <-5), alpha=0.1, color='cyan')\n", " #ax3.set_ylim([ax3.get_ylim()[0], ax3.get_ylim()[1]*1.025])\n", " #ax2.set_ylim([ax2.get_ylim()[0], ax2.get_ylim()[1]*1.03])\n", " #ax.set_ylim([ax.get_ylim()[0], ax.get_ylim()[1]*1.03])\n", "\n", "\n", " #ax.annotate('peak water',(140,1.23), xytext=(68,1.7), color='C0',\n", " # arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax.annotate('trough water',(300,0.5+0.4), xytext=(330,0.4), color='cyan',\n", " arrowprops={'arrowstyle':'->'}, fontsize=28)\n", "\n", "\n", " ax2.annotate('glacier\\nin steady\\nstate',(eq0_ind,eq0), xytext=(-24,eq0*0.73), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax2.annotate('glacier in new\\nsteady state',(eq1_ind,eq1), xytext=(400,eq1*0.8), color='black',\n", " arrowprops={'arrowstyle':'->'}, fontsize=20)\n", "\n", " ax.annotate('temperature\\ntarget',(eq1_ind,temp_bias_ts.values[-1]), xytext=(390,temp_bias_ts.values[-1]*2.05), color='C3',\n", " arrowprops={'arrowstyle':'->'}, fontsize=22)\n", "\n", " ax.annotate('overshoot',(173, temp_bias_ts.values.max()*0.9), xytext=(120,temp_bias_ts.values.max()*0.0), \n", " color='C3', arrowprops={'arrowstyle':'->', 'alpha':0}, fontsize=24, va='center')\n", " ax.set_xlabel('Time', fontsize=24); \n", "\n", " ax4.set_ylim(runoff_dry_sum_lim)\n", " ax3.set_ylim(runoff_lim)\n", " ax2.set_ylim(volume_lim) # max ds_lin???\n", " ax.set_ylim(temp_lim)\n", "\n", " \n", " if not only_upper_plots:\n", " ax = axs[1][2]\n", " df_runoff.plot.area(ax=ax, color=sns.color_palette('Blues_r'), legend=False); \n", " #handles, labels = ax.get_legend_handles_labels()\n", " #ax.legend(handles[::-1], labels[::-1], title='Annual glacier runoff:\\nsum of 4 components', loc='upper right', fontsize=16,\n", " # title_fontsize=18, framealpha = 0.6)\n", " ax.set_ylim([-5, df_runoff.sum(axis=1).max()*1.25])\n", "\n", " #plt.xlabel('Years'); \n", " #plt.ylabel('Runoff (Mt)');\n", " ax.set_ylabel('');\n", " #ax.set_xticks([])\n", " ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", "\n", " #num_dict = {0:'(a)', 1:'(b)', 2:'(c)', 3:'(d)', 4: '(e)', 5:'(f)', 6:'(g)', 7:'(h)', 8:'(i)', 9:'(j)', 10:'(k)', 11:'(l)', 12:'(m)'} \n", " #num_text_x = 0.007\n", " if only_upper_plots:\n", " axss = axs\n", " else:\n", " axss = [axs[0][0],axs[0][1], axs[0][2], \n", " axs[1][0], axs[1][1],axs[1][2]]\n", " for j,axi in enumerate(axss):\n", " num_text_y = 1.01\n", " #axi.text(num_text_x, num_text_y,\n", " # num_dict[j], fontsize=24, transform=axi.transAxes)\n", " if j ==1:\n", " axi.set_title('Temperature stabilisation (linear)', fontsize=24)\n", " elif j ==0:\n", " axi.set_title('Temperature stabilisation (step change)', fontsize=24)\n", " elif j==2:\n", " axi.set_title('Temperature overshoot', fontsize=24)\n", " axi.set_xlabel('Time', fontsize=22)\n", "\n", " plt.tight_layout();\n", " #ax.tick_params(top='off', bottom='off', left='off', right='off', labelleft='off', labelbottom='on')\n", "\n", " num_text_x = 0.007\n", " num_text_y = 0.96\n", " for j,axi in enumerate(axss):\n", " #print(axi)\n", " axi.text(num_text_x, num_text_y,\n", " num_dict[j], fontsize=30, transform=axi.transAxes, fontweight='bold')\n", " ax.set_xticks([],[])\n", "\n", "\n", " #if dry_season:\n", " # plt.savefig(f'conceptual_model_1_no_xkcd_w_dry_season{add}{roll_info}_v2024-06_v1.png')\n", " # plt.savefig(f'conceptual_model_1_no_xkcd_w_dry_season{add}{roll_info}_v2024-06_v1.pdf')\n", " # plt.savefig(f'conceptual_model_1_no_xkcd_w_dry_season{add}{roll_info}_v2024-06_v1.svg')\n", "\n", " #else:\n", " # plt.savefig(f'conceptual_model_1_no_xkcd{add}{roll_info}_v2024-06.png')\n", " # plt.savefig(f'conceptual_model_1_no_xkcd{add}{roll_info}_v2024-06.pdf')" ] }, { "cell_type": "code", "execution_count": 73, "id": "ee5d66c2-cabc-4d87-8da0-5a56ba4dd48f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with_step_ch = False\n", "plt.rc('font', size=26)\n", "fig, axs = plt.subplots(nrows=3, figsize=(9, 13), sharex=True)\n", "\n", "#ds.length_m.plot(ax=axs[1]);\n", "if with_step_ch:\n", " temp_bias_step.plot(ax=axs[0], c='C3', ls=':', lw=3, label='step change');\n", "temp_bias_ts_lin.plot(ax=axs[0], c='C3', ls='-', lw=3, label='stabilisation');\n", "temp_bias_ts.plot(ax=axs[0], c='C3', label='overshoot', lw=3, ls='--');\n", "axs[0].text(0.99, 0.98, 'Temperature', weight='bold',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=22, color='C3')\n", "leg = axs[0].legend(fontsize=20, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6,\n", " loc = 'upper right', bbox_to_anchor=(1,0.8), ncol=1)\n", "axs[0].set_xlabel(''); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "for j in np.arange(0,len(leg.get_lines()),1):\n", " leg.get_lines()[j].set_color('grey')\n", " leg.get_texts()[j].set_color('grey')\n", " \n", "\n", "axs[0].annotate('temperature\\ntarget',(480,temp_bias_ts.iloc[-1]), xytext=(420,temp_bias_ts.iloc[-1]*2.1),\n", " color='C3',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", "###\n", "init_vol = ds_lin.volume_m3.isel(time=0)\n", "axs[1].text(0.99, 0.98, 'Glacier mass',\n", " ha='right', va='top', transform=axs[1].transAxes, \n", " fontsize=22, color='black', weight='bold')\n", "if with_step_ch:\n", " (100*ds_step.volume_m3/init_vol).plot(ax=axs[1], c='black', ls=':');\n", "\n", "(100*ds_lin.volume_m3/init_vol).plot(ax=axs[1], c='black', ls ='-' , lw=3);\n", "(100*ds.volume_m3/init_vol).plot(ax=axs[1], c='black', ls='--', lw=3);\n", "axs[1].set_ylabel('')\n", "#axs[1].set_title('Glacier mass', fontsize=22)\n", "eq0 = (100*ds.volume_m3/init_vol).isel(time=0)\n", "eq1 = (100*ds.volume_m3/init_vol).isel(time=-1)\n", "axs[1].annotate('glacier in\\nsteady\\nstate',(20,eq0), xytext=(-20,eq0*0.78), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", "axs[1].annotate('glacier in new\\nsteady state',(480,eq1), xytext=(420,eq1*1.1), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1.5}, fontsize=17)\n", "\n", "t = 0 #np.abs((temp_bias_ts-temp_bias_ts_lin.max())).iloc[:200].idxmin()\n", "axs[1].fill_between(ds_lin.time.sel(time=slice(t,ds_lin.time.values[-1])), (100*ds.sel(time=slice(t,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(t,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.2, color='grey')\n", "axs[1].annotate( 'additional\\nwarming\\nreduces\\nice', (165,eq1*0.53),color='black',\n", " fontsize=24)\n", "\n", "axs[1].fill_between(ds_lin.time.sel(time=slice(300,ds_lin.time.values[-1])), (100*ds.sel(time=slice(300,ds.time.values[-1])).volume_m3/init_vol),\n", " (100*ds_lin.sel(time=slice(300,ds_lin.time.values[-1])).volume_m3/init_vol), alpha=0.4, color='grey')\n", "\n", "axs[1].annotate('past warming\\nreduces ice', (320,eq1*0.9), xytext=(340,eq1*0.6), color='black',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=24) \n", "### temporarily irreversible \n", "axs[2].text(0.99, 0.98, 'Glacier runoff\\n(annual)',\n", " ha='right', va='top', transform=axs[2].transAxes, \n", " fontsize=22, color='C0', weight='bold')\n", "init_runoff = df_runoff.sum(axis=1).iloc[0]\n", "if with_step_ch:\n", " (100*df_runoff_step.sum(axis=1)/init_runoff).plot(ax=axs[2], label = 'Annual runoff', c='C0', ls=':');\n", "(100*df_runoff_lin.sum(axis=1)/init_runoff).plot(ax=axs[2], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", "(100*df_runoff.sum(axis=1)/init_runoff).plot(ax=axs[2], label = 'Annual runoff', c='C0', ls='--', lw=3);\n", "\n", "axs[2].axhline((100*df_runoff.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", "axs[2].axhline((100*df_runoff_lin.sum(axis=1).iloc[0]/init_runoff), color='grey', ls=':')\n", "#plt.ylabel('Runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "\n", "#axs[2].fill_between(df_runoff.index,\n", "# df_runoff.iloc[0].sum(), df_runoff.sum(axis=1).values, alpha = 0.3, color='C0')\n", "\n", "diff = (-df_runoff_lin.sum(axis=1)+df_runoff.sum(axis=1))\n", "axs[2].fill_between(df_runoff_lin.index, (100*df_runoff_lin.sum(axis=1).where(diff<-5)/init_runoff),\n", " (100*df_runoff.sum(axis=1).where(diff <-5)/init_runoff), alpha=0.3, color='cyan')\n", "\n", "\n", "pw = (100*df_runoff.sum(axis=1).max()/init_runoff)\n", "tw = (100*df_runoff.sum(axis=1).min()/init_runoff)\n", "axs[2].set_ylim([(100*df_runoff_sum.sum(axis=1).min()*0.95/init_runoff),pw*1.1])\n", "pw_ind = df_runoff.sum(axis=1).idxmax()\n", "axs[2].annotate('peak water',(pw_ind,pw), xytext=(pw_ind*1.35,pw*1.1),\n", " xycoords='data', textcoords='data', va ='top',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", "pw_lin = (100*df_runoff_lin.sum(axis=1).max()/init_runoff)\n", "pw_ind_lin = df_runoff_lin.sum(axis=1).idxmax()\n", "axs[2].annotate('',(pw_ind_lin,pw_lin), xytext=(pw_ind_lin*0.95,pw_lin*1.23),\n", " xycoords='data', textcoords='data',\n", " color='C0',\n", " arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 1}, fontsize=16)\n", "tw_ind = df_runoff.sum(axis=1).idxmin()\n", "\n", "axs[2].annotate('trough water',(tw_ind,tw*1.07), xytext=(tw_ind*1.12,tw*0.92),\n", " xycoords='data', textcoords='data', color='cyan',\n", " va='center',ha='left',\n", " arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=24)\n", "\n", "#plt.legend()\n", "m = 2\n", "axs[m].text(0.99, 0.01, 'Glacier runoff\\n(dry-melt season)', # here for Aletsch glacier (i.e., driest months of entire RHONE basin)\n", " ha='right', va='bottom', transform=axs[m].transAxes, \n", " fontsize=22, color='tab:orange', weight='bold')\n", "if with_step_ch:\n", " (100*df_runoff_dry_step/init_runoff).sum(axis=1).plot(ax=axs[m], c='tab:orange', ls=':');\n", "(100*df_runoff_dry_lin.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='-',lw=3);\n", "(100*df_runoff_dry.sum(axis=1)/init_runoff).plot(ax=axs[m], c='tab:orange', ls='--', lw=3);\n", "axs[m].axhline((100*df_runoff_dry.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "axs[m].axhline((100*df_runoff_dry_lin.sum(axis=1)/init_runoff).iloc[0], color='grey', ls=':')\n", "\n", "#tw_ind_dry = df_runoff_dry.sum(axis=1).idxmin()\n", "#axs[m].annotate('',(tw_ind_dry,tw_ind_dry*1.01), xytext=(tw_ind_dry*1.2,tw_ind_dry*1.3),\n", "# xycoords='data', textcoords='data', color='cyan',\n", "# va='bottom',ha='left',\n", "# arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=20)\n", "\n", "#axs[m].fill_between(df_runoff_dry.sum(axis=1).index,\n", "# df_runoff_dry.sum(axis=1).iloc[0],\n", "# df_runoff_dry.sum(axis=1).values, alpha = 0.3, color='tab:orange')\n", "\n", "diff = (-df_runoff_dry_lin.sum(axis=1)+df_runoff_dry.sum(axis=1))\n", "axs[2].fill_between(df_runoff_dry_lin.index, (100*df_runoff_dry_lin.sum(axis=1).where(diff<-5)/init_runoff),\n", " (100*df_runoff_dry.sum(axis=1).where(diff <-5)/init_runoff), alpha=0.2, color='tab:orange') #, label='')\n", "\n", "\n", "#leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", "#leg.get_title().set_color('C4')\n", "\n", "axs[m].set_ylim([axs[m].get_ylim()[0]*0.85, axs[m].get_ylim()[1]])\n", "#plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "#plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", "# c='cyan', ls='-.',lw=0.4)\n", "#ax.set_xticks([])\n", "num_text_x = 0.005\n", "num_text_y = 0.92\n", "fs_ticks=13\n", "axs[0].set_yticks([np.round(temp_bias_ts.min(),2), np.round(temp_bias_ts.max(),2), np.round(temp_bias_ts.max(),2)],\n", " [np.round(temp_bias_ts.min(),2), np.round(temp_bias_ts.max(),2), np.round(temp_bias_ts.max(),2)], fontsize=fs_ticks)\n", "axs[0].set_ylabel('°C', fontsize=fs_ticks)\n", "axs[1].set_yticks([int((100*ds.volume_m3/init_vol).min().round(0).values), int((100*ds_lin.volume_m3/init_vol).min().round(0).values), 100],\n", " [int((100*ds.volume_m3/init_vol).min().round(0).values), int((100*ds_lin.volume_m3/init_vol).min().round(0).values), 100], fontsize=fs_ticks)\n", "axs[1].set_ylabel('%', fontsize=fs_ticks)\n", "axs[2].set_ylabel('%', fontsize=fs_ticks)\n", "axs[2].set_yticks([40,60,80,100,120],[40,60,80,100,120], fontsize=fs_ticks)\n", "# reset the time axis to start at zero when the temp. changes are applied\n", "for j,ax in enumerate(axs):\n", " #ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", " ax.text(num_text_x, num_text_y,\n", " num_dict[j], fontsize=26, transform=ax.transAxes, weight='bold')\n", " ax.axvline(300, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.8, alpha =0.4, color='grey', zorder=0)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " #ax.set_xlim([0-20,550+50+5])\n", "plt.tight_layout();\n", "axs[2].set_xticks([50,150,250,350,450,550], [0,100,200,300,400,500], fontsize=fs_ticks)\n", "axs[2].set_xlabel('Years', fontsize=fs_ticks+1); #axs[0].set_ylabel('Temperature bias (°C)');\n", "#plt.savefig('overshoot_conceptual_model_variant_june_2024.pdf')\n", "#plt.savefig('overshoot_conceptual_model_variant_june_2024.png')" ] }, { "cell_type": "code", "execution_count": null, "id": "43af507d-7b0f-4329-ad9d-224edfc15cb2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "4f74817a-d263-4332-bcc8-2e9b32a75715", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "5cfc4a6d-5fc4-40fd-b833-0ef2039bcfb9", "metadata": {}, "source": [ "# OLD" ] }, { "cell_type": "code", "execution_count": 26, "id": "b43838b2-1db5-4ebc-9920-b585298d38ba", "metadata": {}, "outputs": [ { "data": { "image/png": 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P1WQy6amnnlJmZqZ27typjRs3aufOnTp27Jj27Nmjt956S9dff32ZC3WgChk4a1x33XWGJJevbt26GRaLpdTxpUuXVthfo0aNSl33+OOPl3uNw+EwvvjiC2PMmDFGu3btjOjoaMPHx8eIiIgw2rRpY4wdO9b44YcfPBqzoq8RI0aU6mfHjh3Go48+avTp08eIi4szAgMDDavVatSvX99o1aqVcckllxj33nuv8dZbbxm7du2qcC4yMzONV155xbj++uuNxMREIyIiwvDx8TEaNGhgtGvXzrj22muNWbNmGcnJyR7NY1pamjFlyhSjQ4cORmhoqBEYGGi0atXK+Oc//2kcPny4wlyecDgcxttvv23079/fiI6ONvz9/Y1GjRoZw4cPN1avXm0YhmEsW7bM7RwnJSV5dLtOVlxcbPz888/GK6+8YowePdro0aOH0bx5c6NevXqGj4+PERgYaMTGxhoXX3yxMX78eGeWyqqu+6a8eTyT7/ESffr0KfN7+cCBA8ZDDz1ktG3b1ggLCyvz+7yyBgwYUGqsdevWVXhdVfwcHThwwPjPf/5jTJo0yRg4cKDRvn1747zzzjNCQkIMq9VqREREGC1atDCuu+4649VXXzUyMzPLzfTWW2+5/R41DMMoKCgwXnzxRaNbt25GeHi4ERoaalx44YXGCy+8YOTm5rr08+effxr33HOPkZiYaPj5+RlRUVFG//79jXfffddwOByVmtfc3Fxj7ty5xo033mgkJiYa4eHhho+Pj1G/fn2jW7duxv/93/8ZO3bsqFRflVFdP0sZGRnGzJkzjauuuspo2rSpERISYlgsFiMiIsJITEw0evToYYwYMcKYOXOmsWHDBsNut5/R7XD3vX8mv2548rhVorCw0HjppZeMiy66yIiIiDACAgKMxMRE4+677za2bNliGEb532ve9vjjj5fK1ahRI4/7ad26tUsfZrPZOHDgQNUHPofdfPPNlfq9xZ2UlBRj//79bs+NGDGiVL99+vRx29aTn5GkpCSPnxcra8aMGW5zTJ482TAMw1i0aJHb89dcc81pjXc6z/Hu2O12o0ePHi79TJ8+3W3WZcuWnVbWk11++eVu+z548GCptvfcc0+pdkFBQUZ6enqptt27dy/Vtk2bNqXavffee27HP3LkSKm2H3/8sdu2KSkp5d7GzZs3u73uoosuKnWsR48eFc7Zv/71r1LXmUwmY/v27aXa3nTTTaXaRkVFGQUFBS7t1q5d6zbjnDlzSvX52muvuW1bmd+1SnjyM30mqvo5uERRUZHx/vvvGyNGjDBatWplREZGGlar1YiOjjY6duxojB8/3li/fn2l+zt27Jgxbdo0o0OHDkZISIgREhJitG3b1njkkUec31+n+1y4a9cuY+rUqcaAAQOcv5P6+fkZCQkJRufOnY3Ro0cb7777rpGdne1ynbvHx5N/7jdv3mzcfffdxvnnn2/4+/sbYWFhRvfu3Y0XX3zRKCwsrNF5LO/x79ChQ8YjjzxiXHDBBUZISEil//705Lnku+++MwICAtw+5hw6dKhU+6SkJGPKlClG//79jfj4eCMgIMDw9/c34uLijN69exuTJk1y+/MMAAAAALVNdf0v8GRn+reju//L+Pv7u/3bdeTIkaX+35KWllaq3fjx40v1OWrUKJc2R48eNb744gtj6tSpxuDBg42OHTsajRs3NsLCwgyr1WqEhYUZTZs2Na655hrjueeeM1JTU8udh4r+Tv3kk0+MQYMGGQ0bNjR8fHzK/Bt2w4YNxsiRI43zzjvP8PPzMxo0aGD079/fePvtt52vhVTV/xlPNmHCBLf54+LijI0bN1a6n99//91YvHix23O8jnv2vI4L4Ozl7nWNyy67rFS7U5+3Tn18i4+PL3VNamqq2+eKt956y9mmbdu2pc4/8cQT5WYeO3ZsqWuuvPJKlzYVjVsiOTnZaNq0aam2oaGhxsqVK0u1r6r3V5SXb9++fcbEiRONVq1aGUFBQUZISIjRoUMHY+rUqaX+73+y6ng+LO95bMOGDcaIESOcv4Ocd955xk033WSsXbvWpQ+bzWbMnz/f6N27txEdHW0EBAQYzZo1M+69915j3759FWaojN9//90wm81u5/Vf//pXpfvJzMw0Zs+e7facJ6/p7N692/jggw+MiRMnGpdddplxwQUXGPHx8UZgYKDh4+NjREVFGW3atDFuueUWY8GCBUZeXl6lMzocDuOrr74y7r33XqNTp05GgwYNDF9fXyM0NNRo3ry50a9fP+P//u//3H7/nu7rUjt27DAee+wxo2/fvkbDhg2NgIAAIzAw0DjvvPOMa665xnj11VcrvA3lvXfFZrMZ8+bNM/r372/ExMQ43yN6OmJjYyv1s+/Opk2bKnVfpKamGjNmzDAGDhxoNGrUyAgODjZ8fX2NmJgYo1u3bsY//vGPSr3GWtnHKcOo+HXYsua3oq+T/74ob4zi4mJjzpw5Rp8+fYx69eoZvr6+RkJCgnHbbbcZv//+e4W3FWUr6+/Csv5muOKKK9y2d/f3Z00/L2zbts247777jBYtWhjBwcGlbkd1vP57qh9//NH4+9//bnTq1MmoX7++4ePjY4SFhRnNmzc3RowYYSxcuLBS76ksLi42PvjgA+Pmm292/s1ktVqN4OBgo1GjRkanTp2M6667znjiiSeM77//3qPHcXfcPT5LlXv/zk8//WT84x//MHr06GHExsYa/v7+RlBQkHH++ecbvXr1MsaPH298/fXXhs1mK7OPqvobtLIcDofRuXNnt7f50ksvNY4fP15hH3v37jWmTJlS6nhN/+9m6dKlxg033GAkJCQYfn5+Rv369Y0BAwYYH3744WnNzakKCgpO+3vDMAzj/9m77/Aoiv8P4O9LQjoJECBAIIQQUkiooYn0joKASBNpNkQBxYaVoigKKCodVIoiYqOD0nvvPYCEXkMICITU+f3BL/fNZWev790leb+e554nmZ2dndvb8tnZmd1du3aZlc8e/R1M9UfJy1ibhRDq+4Wpj7nLuH//vpgwYYKoX7++KFGihPD29haVK1cWAwcOFGfPnjVrvZli6TFeiEftgTntgHk/S5YsMbnMVatWiVdeeUXUqFFDf7wPDAwUlStXFs8884yYPn26uHfvntEyCnP/drXtOPdHp9OJffv2KebVot/c+++/b3WZt2/fVl031vYrt1ffKGNx8PHjx8XgwYNFlSpVhK+vrwgMDBR169YV48aNs+h8a6+YwOj3sGlucphbt24JLy8vxUb3888/ixYtWijSe/XqZbJMSxv9d+zYIaKjo806kTVr1kw6CMIeAxRHjBghHZRp7ok1t4yMDDFy5Ejh6+trVV2MrceVK1eKUqVKqZZVunRpcfjwYZO/kzmSk5NFkyZNjB7033nnHU0GKB45csTi37Rdu3YmO7dr+duoscc2nkMtgFu6dKn+Zpap+psjOTlZsT8UK1bM5MnBXvtR165dLSojICBAzJkzR7Veaif38+fPi9jYWNVya9eurd+mfvjhB+Ht7a2a95lnnjF6YSmEEN9//70ICgoy+X3c3d3FoEGDFAMfrKHFvqS2vRn72DoAx9kDFE1tK56enmLixImFYoDi0KFDFeVMmjTJ/hUuxFq3bq1Yx88//7zN5ebHAYpZWVmiUaNG0uPkihUrRHBwsGJaqVKlrH5gg706DuUdWNmtWzeLG4Ys0apVK0W5RYoUUZxHsrOzRYkSJRR5u3btKi33u+++k9Y5702PNWvWSPPJHkQwa9YsRb7ixYubHMj+9ttvK+aLiIgQmzdvli47ISHBaHm1atVSzBMfHy/NqzYQNm9D1LBhwxR53NzcxJ07dxRlpqSkCJ1Op8g/bNgwo/XOLT8PUFy2bJkoX7686nk19+eZZ54RKSkpRsvbvXu39AZozqdEiRJixYoVFp8Lk5KSRM+ePVVvsuf95L2JaWy///zzz1UbOQGIBg0amPze9lyPase/+fPni4CAANVyjV1/mnsu2bBhg/T6rFatWuLmzZsGee/duydeeukls645dDqdePbZZ02uRyIiIiIiImfSqi0wh72uHWXtcFu3blXkq1y5siLfokWLFPlkbTM//fSTQR61AXlqHy8vL/HFF1+orgu169Tjx4+LJ5980qxr2NGjRxttJ2jcuLG4efOm3Qco3rx5U3pP383NTezcudPqcvPifVzjH1e5j0tE+dvw4cMVxwN/f39FX4NPPvnEIM/HH3+sOB/nPU/9/vvv0uNX7vs133//vWJ6aGio6n2a9PR0aR+HP//80yCfbLl528wvX74sIiIiFPlKlCihGGSXU1d79a9Qq9/s2bP1gzpknypVqkgHxAuhzflQ7Tz25ZdfqraLu7u7iylTpgghHg3kMtbPKyAgQGzevFl1+eZS69Pz2muv2Vx2Dkvu6cTHx1v0O5QtW1asXLnSZB02bNggIiMjzS7Xlu8gxKP7h88995xZ96WCg4PFX3/9pVqWWt+VGzduiHr16plVf3PI7nXNmzfPqrLyysjIEO+//740DpZ92rZtK32Abw5zjlM5nDlA8cyZM6JGjRqqZXh4eIiff/7ZLuu4MLLXAEVZh31HnhdmzJgh3TfMGaBoy/3fHCdOnBD169c36zvWqFFD/+B/mYSEBLOvyUz9XuayZoDioUOHVAf5mdrfc7PnNai5li1bJi0/NDTU5ItBTHFU201CQoJ47rnnjJbdpk0bswZbGnP58mVp2faIn4Swb3+H/DRAcffu3SIsLEy1DD8/P7Fu3Tqb1681AxSFEOKbb76Rzle7dm3Vefbv3y+qV69u1joqXry4mDVrlmpZhbl/uzkDFIFHg6nz0qLf3EsvvaQos0WLFjaVKYTlAxTt3TdKNt/s2bPFxIkThaenp2rZ4eHh4sSJE0a/mz1jAlNcoyc+mTR58mTFj+/j4yP+++8/MXPmTOk0U537LGn0X7BggfDw8LDoZBYcHKwYYWzrAMU5c+ZYPL/ageHBgweqnXjNqYux7/TYY48Z7cSa84mOjhbp6elGfydT0tLSRN26dc2qv2zgAOD4AYo5B6+8TwVwxG+j9TaeQ1b/uLg41cYYa29s/frrr4qy2rRpY3Qee+5Hlg5QzPmoNcCondyrVKlissx27dqJ33//XTqIIO/H2MXT4MGDLf4+DRs2tPmJP/belxISEsxu/Mv9yc8DFJOTk41eIOX+PP7443atpz3Za4Ci7E1peZ+QSbbp0qWLYh17eHiI8ePHKwZqWMKRAxSjoqJETEyM/umFpUuXFvXq1RNvvPGG9Ik2xpw9e1Z6Y1DtuCzr8GQue3QcOnbsmMFxMjg4WCQlJWkyQDE5OVmMGjVKWm7Hjh0V+RMSEqR5P//8c2n527dvl+afOXOmQb4HDx5IGyjq168vtm3bJu7duydu374t/vrrL1G6dGmL13FmZqYoU6aMYr6PPvpIZGdnSzvZvf/++6rlPXjwQHoB//LLL0vzX7lyRboePvjgA4N8ed+aCUBERkaq1kN2Q7Nhw4ZG10Vu+XWAouztlaY+kZGRqse/kydPmvXgBC8vL9GyZUuzz4WnT58W5cqVs6ie5g5QNNY5IPfHWIdUe69H2fGvatWqZsXAatef5pxLNm/eLPz8/BR5GjRooLgZcvv2bVGtWjWLv3dERITJJzESERERERE5i1ZtgULY99qxZ8+eirx525TUOnHlfSDTnTt3pJ2u83YmtrSTW85nzJgx0vWhdp1qrINh7mvYL774wqzl16lTRzqg05YOlPPmzZMuq3v37laXKcP7uKY/rnAfl4jytxUrVkiPCXkH6OV9iMGaNWvEM888Y5CWdxDQkCFDFOWWLVvWIE9qaqr0oejLli0zu76lS5dWtAnLvlPuNvMrV65I74uULl1a+jYwe/evkOVv3LixWeWqdUjV4nwoO4+Z069Fp9OJdevWmdXPq0yZMjYNRnj48KH0YQK+vr42x6+5aTlAEXj0sFdj92knT55s9gMscz62fIerV69KB/Ca+t2/+eYbaXlq/aSMxb7WKF68uKKcsmXLit9//12kpqZaVaYQj/otyu7rmfqUKlVKtRO1LL+rDVCMiIgw6/6kt7e3Xd9eVJhYMnhlyZIl0uuFuLg4admOOi/Url1b9R6uqQGKtt7/FeLRG5Jk93eNffz9/cW2bdsUZaWlpYmoqCiL15mjByguWrTI6AAOU/t7Dntfg5rrhRdekJat9hZjSziq7aZBgwZmldu0aVOTD0g35s6dO9Jyo6KixN9//y0yMjKsLtve/R3yywDFmjVrGh0UnfMpVaqUuHXrltXrVwjrByhmZGSojkO5cOGCIv+KFSus6kM9ZMgQ6fILc/92te1Y1ma+evVqg3m16DcnezkBADF8+HDVB9eYw5IBilr0jZLlN/e4GhwcrPoQEHvGBOZwA+ULc+bMUaR16NAB/v7+6Nq1K4oUKWIwLTU1FQsXLrTLsvfs2YN+/fohMzNTMa1kyZKIjY1FUFCQYtr169fRsWNHPHz4UJ9WvXp1xMfHIzIyUrqsatWqIT4+3uBTqVIl/fTJkydL5ytbtiyqV6+OqKgoFC9e3Kzv1b9/f2zatEk6zcPDA1FRUahWrRpKlChhVnm57dixAxkZGQCAypUrIzw8XJrv5MmTWLx4scXl5zZmzBjs2bNHOq1s2bKIi4uDl5cXAGDr1q02LcscAQEBiIyMRM2aNVGtWjWULl1amu/QoUOYMmWKdJqWv42MPbdxY44ePYq0tDQAgI+PD2JjYxEWFgYPDw+r6759+3ZFWv369Y3OY8/9KDd3d3dUqFABsbGxqFWrFqpUqaLf9vIaNmwYHjx4YHbZp0+f1texcuXK0Ol0ijx///03evXqhUfnaKBKlSooVaqUtLwJEyYgPT1dkf7dd99J149Op0P58uVRtWpV+Pn5KaZv374dr7zyitnfxxy27kuzZs3Sb2+5FStWDLGxsYiNjUXZsmXtWmdjdDqdyc+5c+dsWsbrr7+uWkbFihVRtWpVuLu7AwC2bdtm07LyA9mxYOfOnfp9hGwXHx+vSMvMzMQ777yD4OBgxMXFoV+/fvjmm2+wc+dOfWzgShISEnDixAncu3cP6enpuHHjBnbv3o1vvvkG8fHx6NSpE27cuGFWWZUqVcLEiRMV6bJtrn///ujcubOt1bdaZmYm+vXrZ3CcnDFjhvR8b6lNmzahTp06qFOnDmrVqoWwsDCULFkSo0aNUuStWLEivv32W0X6oUOHpGWHhoZK08uXLy9Nz1uOj48PZs2aBU9PT4P0Xbt24fHHH4e/vz+KFy+Op59+WvG7Dx06FB9//LF0OTn+/vtvXLt2TZHeq1cv6HQ6dO/eXTHtp59+QnZ2trS8o0ePIisrS5Guth7KlCkjjavyrgfZ+lUrE5CvX7XfyBVZcw5esmQJhg8fLi2vTJkyiI2NRWBgoGLaqVOn8Mwzz0jnGzBgAO7cuSOtX5UqVRAZGQmdToe0tDSsW7fOrO927949tG3bFleuXJFO9/f3R2xsLKKjo+Hj42NWmblt3rwZAFCkSBFUrVpVNbacN28erl69qkjXYj3KHD9+XH+s1eL6c9u2bXjiiSdw//59g/RmzZphzZo1KFasmEF6jx49cOTIEUU5Ob91dHQ03NyUzVFnzpxBly5dGKsQEREREZFL0qot0N7Xji1atFCkbdmyxej/OXKug3Ns3bpV0W4TFRWFcuXKSecHHl37lStXDlWrVkWtWrUQFRUFX19fad5PPvkEly9fVi0rr7179+r/DgkJQVxcnOJ+1tGjR1XbsPz8/BAXF6e/37J3715cv37d7OWbY82aNdL0Hj162HU51uJ9XHVa3Mclovzt8ccfl7Zj5j5fZmVlYceOHfr/PTw88Nhjj6Fx48YG8+Q99+Y95wJQzOPt7Y1BgwYp8k2bNk1a3wULFijS+vbtq+hPZsz169fRokULnDp1yiA9JCQEmzdvRvXq1Q3SHdW/Imf9ubm5ITo6GiEhIdJ869evV+0/lZs9zocyOf1acu4pFC1aVJFHCIG2bdvq6xkYGIjo6Gjp+ebatWv48ccfzV5+Xtu2bZP2y2nZsiVKlixpdbn2UqRIEYSFhSEuLg41a9ZEeHi4dD1kZGRgyJAh0nsHK1aswJAhQ1TvNYaEhKB69eqoWLGitJ+RpbKystCxY0ecOXNGMc3HxwdRUVEICwvT90vJIYTAm2++afb9L8Aw9g0LC1Pdpswlu565evUqunXrhuLFi6Nhw4Z47bXX8MMPP+DEiRNmlztkyBDV7xUWFobY2FjpcejmzZt48sknLeo7Zo2SJUvq+6D6+/srpgcFBSn6qsbHx6v2d8tx5swZ/f3J4OBgVK1aVXrOePjwIb755hu7fBd6ZObMmfr+GPHx8ShXrhw6deokvV4YMWKEWWVqdV7Yv3+//thVtGhRxMXFoUKFCtJtJS9b7/+eP38enTt3VtzfBf7Xd7BMmTKKaffu3UOXLl0U18pr1qxBQkKCIr+3tzciIyP1x9q8xz9HOnDgAHr16iXtEwoApUuXRvXq1VG5cmWj9XTUNaiMrE1Bra+NLbRsu9m5cyeAR20wxvanTZs2SfuYmSsgIAARERGK9ISEBLRr1w7FixdHs2bNMGzYMPz8889ITEw0u2xX7+9Qrlw5/fkqb/8v4FEfa9m5zZSDBw/i7t27AIAKFSogKipKmu/mzZv44YcfbPsSVvLw8ECnTp2k09auXWvw/+nTp9GjRw9pH+qcNkLZcRAAJk2ahOnTp5tdr8LYvz3HK6+8YjDOBwDee+89zfcDtW36yy+/RIUKFRAZGYlevXph3Lhx2Lhxo03HZjWOOlbkHFfd3d0RExOjWN85rl+/joEDByrS7R0TmMWqYY3kUEePHpWOTP3zzz/1eZ544gnF9Mcee8xoueY+lVD2JKoqVaqIrVu3GuRbtmyZ9I0YX3/9taJMS972k1veJzv5+/uLnTt3KvJdvXpV/Pnnn2LQoEGidOnSZi/fy8tLTJgwQfH66EOHDonBgwdL39aiNho/NDRU7N27V59v3rx50jfAGHvbhil3796VPrHA29tb/PHHH/p8ycnJ0lHqxta7udvH6dOnRb9+/cSiRYvE9evXpfU8e/asaNGihaK86OhoRV6tfxtHbeNqTw7V6XRizJgxBk/TuXXrlti1a5d03ZkiW86vv/5qdB577UdCCDFq1Cgxfvx4sW/fPulTR9LS0sSPP/4ofQqFrJ5qTx9wc3MTP/zwg8jOzhZCCLFq1SrV7blUqVJiz549+jJfe+01ab4tW7YYLPvWrVvS37dDhw7i33//1ed7+PCh6tN3LX3bWG723pdk54Xp06crnjxz584dsW7dOvHRRx+J6Ohozd6gaM5Hdiwy93xx9uxZ6VPxgoKCxMaNG/X5Ll26pPo2WcA1wiJ7vUFRCCF9Hbypcy2Z79KlS9J1rPbx8/MTPXv2FOvXrzdariPfoGjOJyIiQvW4JNOhQwej5VWsWFHcuXPH7PJkbH2D4qeffmowb9++ffXTbH2D4qJFi0yu04CAAPHiiy+qPp106tSp0vlWrlwpzX///n1p/h49ekjzb9261ewnlD7xxBNix44dZn33vE8EBiCqVaumn757927pMv755x9peStXrpTmN/Z0ONnThOvXr6+f/uDBA2mZxp5i361bN+k85j5N1NlvUDTnk/uYkZ6eLsLDw6XrMffTkbOyssTs2bOlb47/66+/DOq2bt066XKjo6PF8ePH9fnOnDkjatWqpXrsyEvtyXAhISFi0aJFBvFpenq6WLt2rejYsaOYM2eOQTnGjo8tW7YUV69eFUI8ekvoK6+8Is2X9wnYWqxHIbS5/jR2LtmxY4coWrSoYlq7du2kT1hT22/j4+PF6dOn9fkuXLigGpMtWLBAUS4REREREZGzadEWqMW145kzZxR5AgICDO4NvPrqq9I6u7u7i7t37+rzDR8+XJFn0KBBiu8xZcoUMXr0aLFt2zbx8OFDxfTMzEyxZMkS6VtbZE8EV7tOBSCqV6+uuBezbds2fb379OkjnW/QoEH6e3PZ2dni119/VX2Cui1veFBrn5E9xV0IISZNmiTi4+ONfmRvyuJ93PxxH5eI8r+aNWsqjhWdOnXST9+zZ4/BtLp16wohhDhw4IDqMTUlJUV6X3vSpEmK5V+7dk1xvnJzcxPnzp0zyJeamiptx5W9nUx2/Js9e7a4ceOGiI2NVUwLCwsTZ8+eVZSjVf8KtRigRo0aBm3Mn3/+uTTfJ598oijT3udDIdTb6uvXry+uXLmi/12aNWum+p0GDhyoj51OnjwpjZVatmwpXb451PrfyNaREEKcO3fOZFwiO6db0r9hyJAhYsqUKeLYsWPStybdu3dPjBs3Tvpmmbz9mjIyMlTfZPjUU0+JkydPGuRPSkoS06ZNE2FhYVZ/hx9++EGRz93dXUycONHgnkliYqJ0e6pRo4a+31MOY2/4a9asmcHbuLKyshRvpDHXH3/8oboc2ads2bJi6NChBvtdXkePHpUezypVqmSwfyclJYmnn35aupyxY8cqylU7TslYch/W1Bup1MiWAUB4enqK+fPn63/TAwcOSO9Vh4eHm1wGKRm7LjT1KVq0qNE+BY48L3h5eYmZM2cavOXw8uXLBtf8Wtz/lV0bly5dWqxYscLgOLRt2zZRoUIFRd6hQ4calDdu3DhFnv79+yveKJmWlib27t0rvvrqK9GkSRPVc465LHmDotp13uOPP27Ql1SIR/2uf/rpJ1GtWjVF/yotrkHNkZWVJT2m2usY4si2m9dff11/XjTWBhMcHCzS0tKs/k4TJkyw6NgQHh4uPvjgA32sJqNFfwd7v0ExN2v7z6ntL8WKFTOINdasWSN9I7fam8vNZe0bFIV4dCw0Z97u3btL8w0fPtygv9eyZcuEv7+/Il/JkiUN2kmFKNz9241tx/Pnz1ekz58/Xz+vFv3m7t+/L4KDg83e/z09PUXHjh3F4sWLFfF4bua+QVGrvlFq9W/WrJnB2xH379+vGj8cPHjQoEx7xwTmcI2e+GTUO++8o/ixAwICDA6QagfchIQE1XLNOTGdOHFCkUen06mW+9133ynyR0VFKfLZa4BidHS00QOFEI8Cp7x69uwpXX7uQZ8yssBMbQdfu3atIm+bNm0U+XJ3mLbUggULpMueMGGCtO5hYWFmr3dbO/7ntX//fumyk5KSDPJp/ds4ahtXC+BGjBhhYk1ZRnYyWLNmjdF57LUfWeKpp55S1FP2Gmy1k/uLL76oyCtrHAcgfv75Z4N8169fl+abPn26Qb5p06Yp8oSFhRk0EOQmazwbOHCgDWvJPObuS7IBijmd642x9bd21gDFsWPHSvPlHqyd48aNG6qvo3cF9hygWK5cOUVZpgbHkWXUGgBNfTp06CBu3bolLdNRAxQ9PDxEeHi4qFatmrSBKffnySefNHudXLt2Tdo4kfNZtWqV2WWpsSVOOXTokPD09NTPV758eZGSkqKf7ogBik2aNBELFiyQ3ngTQv2Ytm7dOmn+zMxMaf62bduq1nPVqlWievXqJuvq4eEhevToobjZnVdycrK0QfHzzz83yFe5cmVFnl69eknLVIt1f/jhB9V6lC9fXpE/d6x29epVaZl9+vRRLfO5556TzmPOeVWI/DdAUdZQ5u/vL5KTk6XLffPNN01uey+99JJ0uYcPH1aUd/bsWeHh4aHIKzsXys5zgYGBBo1vMnmvHdT2+6JFi4rbt28b5E1PT5c2Tg4fPtwgnxbrUQhtrj/VziW//fabtIGzc+fOqjcKunbtqsjv7e0tLl68qMh78+ZNafmtWrWSlk1ERERERORs9m4L1OraMTQ0VJFv//79+unVqlXTp+e9z/T333/r8z322GOKcn7//Xer19/QoUMV5XXs2FGRT+06tWTJkuLGjRuq5WdkZEjbJevUqSO9D/bJJ59Il2PL/dCqVatKy1R70JVsEGjej6wzNu/j5o/7uESU/8nOXUFBQfrzytdff20w7c033xRCPOpgXqxYMYNpOeew5cuXS49BBw4ckNZBdo/hgw8+MMjz+++/K/I8/vjj0vJkyx4/frxBfJDziYyMlLbtCqFd/wpZ/dzc3AwGaeWIjIxU5FV7eKc5zD0fCiE/j3l4eCju0cp+m5zzU96+GYMGDVLkK1OmjNXfRzaYBICYNm2aNL/svJv3I7u/Zc/+DTlk9zC/+uorgzx///23tI5PPfWU0T5QsrjE3O9Qv359k/tjjuTkZOm1Q94Hw6r1k4qKijL7YanmUrtfZ+zj7u4u3n//fel97bfeeks6T96BQEI8Wu+yh7NEREQo8srKdMUBih999JEir9rgadlDP8k4WwYoPvXUU+LYsWM218HW8wIA8eOPP5pcjr3v/969e1f6gCO1Ac5Lly5V5PX39zc4p8vOKeY8dNbWfojmDlA8efKkNF+dOnWkx/3c9cv90GOtrkHNcePGDel3sKV/uTVsbbtp0qSJtFy1Nhhb+pBlZGSI9u3bW3yM8Pb2Ft9++620TC36O+SnAYrff/+9Iu/LL7+syBccHGxyGcbYMkBRbfDfq6++qs+TkpIijcPU+j/OmjVLWmbevuiFuX+7se04Oztb1K5d2yA9PDxc369Iq35za9euteiBgjmfxx57TJw/f15aprkDFLXqGyVbdrFixaT3FjZv3izNn7v/mhYxgTk8QC4tKysLP//8syK9c+fO8Pb2Vvyf9xWkc+fOxWeffWb18vO+8hZ49IrcZ599Vpo/5/W+uSUkJODy5csICQmxuh45atasie3bt+v/P3nyJJo2bYonn3wSUVFRiIqKQuXKlQ1eWyx7HbfsVdj169fH008/bXT5Xl5eZtWzWrVqaNmypSI9Ojoaq1evNki7ffu2WWXK5F4XOXQ6HZ5//nlFupeXF/r27YtPPvnE6uUZc/DgQfzxxx/YuXMnzpw5g+TkZNy/fx/Z2dlG57ty5YrBK8+1/m3ycuQ27uPjg7feesuqeqpJSkpSpMleIZ+bvfajHPfv38eff/6J1atX4/jx47hw4QLu379v8pXIlrz6/bnnnlOkhYeH49ixYwZp3t7e6Nq1q0Fa6dKlERgYiDt37hikJycnG/wv2xbu3r2Lxx57TFonWf3XrVsn/wIWsNe+VLNmTaxcudIgT6NGjdCrVy9UrVoVUVFRiIyMhL+/v0EeY7+1Lcx5Tby1+zEgPx4GBQWhc+fOivRSpUqhc+fOmDdvntXLyy+CgoJw5coVg7Rbt245qTYFU58+fRASEoKhQ4cqjknGLF++HB07dsTmzZs12+9kqlSpgp49e6Jdu3aIj4832O/+/fdffPzxx1iwYIFivhUrVmDPnj2oW7euyWVs3rwZDx48UJ2+atUqtGvXzrovYKOMjAz069cP6enp+rQffvgBgYGBDq3H5s2bsXnzZkyZMgVLlixBiRIlzJrv0XWo+ekyly5dQq9evbB161aDdA8PD4SFhSEtLQ2XLl3Sl5mZmYmFCxdi9erVWLNmjerxfMGCBUhLS1Ok9+zZ0+D/Hj164PPPPzdIW7x4Me7evYuAgACzvoOx72vJutC6TFdh6TlYFhMBQOvWraXpsnh08+bNyMzMhIfHoyaHHTt2SOtVrVo1RXqlSpXQpEkTrF+/3midjx49qjjHAcArr7yC8PBwo/OaG3P069cPxYoVM0grUqQIwsPDcfjwYYP0vNd1WqxHNVpdfz733HMGx0sAePbZZzF37lzVOsl+t3bt2qF8+fKK9JIlS6Jz586YO3euQfrWrVuRkZGBIkWKmF1XIiIiIiIiR7B3W6BW144tWrTAnDlzFPlq1aqF27dv4+jRo/r0IUOG4OOPP9a362zevBlt27ZFamoq9u7da1CGTqdD8+bNpXXLyMjA0qVLsXLlShw5cgTnzp3DvXv3kJqaKs2fw5J7RQMHDkSpUqVUpx86dEjaLtmvXz/odDpFev/+/TFixAizl5+f8T6uc+7jElH+16RJE3z33XcGabdu3cLx48cRGxuLLVu2GExr3LgxAMDNzQ2PP/44VqxYoZ+2detWdOnSRTEPAAQGBqJ69erSOgwbNkzRhvrDDz9g1KhR+jZU2b29F154wYxv+MiHH36oaAuuVq0a1qxZg+DgYOk8juxf8cQTT6BKlSqK9OjoaJw6dcogzVgbuL3Oh2oaNWqEsLAwgzS1+xW9evVS3COOjIxU5Mvbr6UgSE5Oxu+//461a9fi5MmTuHLlCu7fvy+9z5hb3m1IFpcAwJdffimN/XJYG5fcuXMHe/bsUaT/8ccf+Oeff6TzuLm5ISsryyBt3bp1aNCggcnlvf322wZ9Q+1h5syZqFmzJkaOHCm9tpDJysrC2LFjkZ2djS+++MJgmuyeUM2aNVGnTh1FupeXF/r06YPRo0cbpJ85cwYXL15EhQoVLPgmzufu7o4hQ4Yo0qOjo6X5U1JS4OPjo3W16P/lXJsuWLAAzzzzjGo+rc8LFSpUQL9+/SyuP2Db/d9NmzYhIyNDMe/777+P999/X5EuO/7eu3cPu3fvxuOPPw7g0b6d16BBg7Bt2zbUrFlT3+c07zW7o/pDqZ0TPv30U6PH/bz1c7X+8vbmiLYbtRhUrQ1mx44dVvch8/DwwNKlS/H5559j3LhxuH//vlnzPXz4EK+//jo8PT3xyiuvGEwrzP0dgoKC0KdPH0W67Nxmy7gHW6kdo3PHf5s2bVLEYADw0ksvSed97rnnMGTIEEWf9/Xr16N3794m61SY+rfL6HQ6fPHFF2jTpo0+7ezZs5g+fTqGDh2qyTIBoGXLltixYwdeffVVab80NTt27EDLli2xf/9+FC1a1KplO/JY0aVLF2nf0saNGyM8PBxnz541SM+9LrSICczBAYou7p9//sHVq1cV6b169TL4v2jRonjiiSfw119/GaT/9NNP+PTTT+Hm5mbV8s+fP69Iy8jIwL59+ywuxx4B15tvvqkYhLJlyxaDBjx3d3fExMSgSZMm6Nmzp74BMMf9+/elgzNatGhhc/1yyAJyAIqBQIB8ZzbXxYsXFWmhoaEoXry4RfWyxX///Yfnn38ef/zxh1Xzp6Sk6P92xG+TlyO38fj4eLM73ptLtv2YOmHaYz/KsWTJErz88su4ceOGxXXP/dubIuu8LvueVapUkTbQFStWTBHA5V13sm0hOTnZogbfCxcumJ03L3vuSwDw8ssv49tvvzW48Pr3338xZswYg3wVK1ZEw4YN0aVLF3Tu3FmzC6O8HRnsTXY8jIuLU23oqFmzZqEYoCg75phqVCDLtWjRAkeOHMG6devwxx9/YMOGDYqbYTLbt2/H77//rhjApZWKFSsarVflypXxyy+/wN/fH7NmzVJMX758uckBiteuXcOgQYOM5pk0aRI6deqk6fldzZgxY3Dw4EH9/wMHDjS4OLaHzp076we0paen48aNG9i9eze+++47bNq0ySDv1q1b8fTTT2Pjxo0G6WoDJvPeHM6hFk/mHVh17949tGzZUrEdvPjii5gwYYJ+uf/++y/69u1rEC/cvn0bzzzzDE6ePCltwM3b6Q141DmpUqVKBmk9e/ZUDFBMTU3FwoULFQ1Blq4HQL4ucq8He5WZt1xXZuk5WBYT3bt3z6L4ODU1FTdu3EC5cuUAPBoYm5csvss9zdQARVk9AfteO9SqVUuabs51nRbrUY1W159594uePXvip59+Um1fuHfvnrQhukaNGqrLkE17+PAhbt68afJ7ExEREREROYM92wK1unaUDVDcsmULXn/9dWzdutXgYUytWrXCsmXL9PeINm/eDOBRR4a8nReqV68u7YS5Y8cO9O7dG4mJiWbXO4cl94rUBkfmkLU/AOptEBUqVJB2ALKF2gDKpKQkaQcVrfE+7v/KccZ9XCLK/9T6SWzevBmxsbGKh0E2atTIYN7cAxS3bNmCLl266M+1uTVs2FC13bVGjRpo3rw5NmzYoE+7fv06Fi1ahO7du+Pu3buKBxcXLVoU3bt3N/0F/1/etuCYmBhs3LjR6AM2Hdm/wpa2esD+fTHUmNuvRS2v7L6TsftXphiLS5xl5syZeOedd6QDOkzJ+zvItsGyZcuqDhCz1aVLl6Qd4s25FshN7f5WXqZiX2u9+uqrGDBgAP766y8sXboUmzZtwvXr103O99VXX+G1114zGEgo24ctvScEIF8OUCxXrhxKly6tSJcdlwDb+oeSoZEjR2LUqFH6/69fv44dO3bgnXfewZkzZ/TpmZmZ6NWrF6pVq4aoqCiDMhx1XmjatKnV/bZtuf+rdpyx5joqZzBCixYtUKNGDRw6dEg/PSUlBZMnTzaYp0SJEmjQoAHat2+PZ5991uyHddtK9p11Oh2aNWtmczmO6i8fFBQENzc3xbnm5s2bFpWjxlFtN2oP3VBrg5H1+bSEh4cHRowYgaFDh2LhwoVYuXIltmzZYtYAug8++AB9+/aFr68vAPZ3qFq1qsFLbXLIjju2xKi2Uotlc8e+atcZar+lt7c3IiMjFQ8qN3f7LAz9201p3bo1WrVqZTCQ8tNPP8WAAQM0Wybwvxc27dy5EwsXLsT69etx9OhRkw8bOHPmDKZMmYL33nvP4mU6+lihdlwFHm17eQco5t5utYgJzGFd9EMOI+voW7JkSbRq1UqRnnfQIvBoI7NlxLMlgYUx9npbU9euXTF9+nSjA7CysrJw9OhRTJ06FU2aNEGHDh0Mnpap9p3sGQyrBZem3nxhqf/++0+RZmzdWDvS25iuXbtafbEGwOApBY74bfJy5DauxY1H2QABUw159tiPgEcN6E8//bRVgxNzlmEuWUOsbCCdLQMF7LEtpKenS/dLc9hzXwIeDUT6+++/FQND8jp//jwWLFiA7t27Iy4uDqdPn7a6Ds7kCsdDVyTrWMGnsmlDp9OhVatWmD59OhISEnDr1i38/fff+Oijj4xeJCxbtsym5VpywW/sSZG5vfPOO9L0kydPmpz3hRdeMHlOFEJgwIABVt14slXugXGVKlXChAkTNF2ep6cnypcvj6effhobNmxAjx49FHk2bdqkiNdLliwpLU9t3aql5y1nypQpiptkcXFxmD59usHAvcqVK2PhwoWKc+25c+ewePFixXKOHz8ufWKobPBttWrVEBsbq0hXu+6RUfu+2dnZ0vN57nJ8fHz0jYvmlKk2zc/Pz+5PLXUVWsTHsvO02g06wLzztKtf1znyOsNR15+7du2SPkAph1qHTmtiMnutPyIiIiIiIi3Yqy1Qq2tH2VsWcgZQ5H5YZUBAAGrUqIEmTZro0/bs2YO0tDTp4AlZuadPn0arVq2s6uAGWHavyNR9NrX7M7a2QVgiNDRUmq72AKkvvvgCQgj9x954H/cRZ93HJaL8r3Tp0opBDcCj8+nJkycNOozHxMQY3I/IfX7NmSc1NVXaEVBtIGSOYcOGKdKmT58OAFi8eLHiTR89e/aEn5+f0TKNSUxMNHjgp4wj+1fY2gZu774Yaszt16KW194sjUuio6MN4hJr3/qlZv78+Rg4cKDV94jz/g6ybbCgxCWAtrGJj48PevfujYULF+LatWtITEzEwoUL8eqrr6p2kM7MzMTff/9tkCa7L+Toe0LOGiDhqHtzZFpwcDA6d+6MpUuXKh5in5mZifHjxyvmcdR5wZb92NXuU7u7u2PFihUmB/wlJydj5cqVGDJkCCpXrowlS5bYpS6myL6zr6+vxX06nNlf3s3NTbrNJCYm2tz/3pFtN5aeB6zta5tXsWLFMHDgQCxZsgS3bt1CQkIC5s2bhwEDBqjGB7dv38a2bdv0/7tKfwee24yT9U8DHvWXzmGv39Lc37Ew9G83R943mSclJWHcuHGaLS+3Bg0aYOLEiTh06BBSUlKwfv16jBkzRvUNk4D1/XYdfayw5bjqrPMaByi6sNu3b2Pp0qWK9KSkJBQpUgQ6nc7g061bN2k5ss6+5rJXg4glAYopAwcOxKVLlzB79mz06dMH1apVMzrYYsWKFRg+fLj+f7XvZMkoclPUXgtu7sAAc8kOLPfu3VPNb+8Ty8aNG6WvR+/cuTN27dqFlJQUfcPVv//+a7I8R/w25i7TUuZs48ZeF28t2ZNqzVlftu5HAPDxxx8rnjIQGBiIWbNm4dKlS8jIyND//rJXf1vC3KcJWfvUIcC5xzt770s5GjVqhFOnTmH58uUYPHgw6tevr/qGVeDRk92eeeYZTW6Ca83Zx0NXJQsMHfV0qsKuRIkSaNu2LT799FMcOnQI8+bNk8YB5jb+yF61Dtj+JCmZ3BfsuZm6YJk1a5biCa2A/CkuFy5cwNChQ62qny0yMzP1fycmJqJo0aKKmFptYHfz5s31eXI/kc9cOp0Ob775pnRa3jfFqT0NT+1JRmrbQd5ycj+pN0fTpk2lb5stX748qlSpokjfvXu3Ik3temPYsGGK9avT6XDs2DFF3u3btysGycfFxUkbutTWw9WrVw1+4xx514Ns/Rp7SpRs/WrxZnJXoUVMpMV52tWv61zhOsPW68+88ycmJqJly5aqDyhRe0Opsd9TbVp+eUMpERERERERYH1boFbXjuXKlVMMprh+/ToSEhIMBh7mvK0p9wCKtLQ07Nq1SzpAUfamvM8++0zxgEtPT09MmDABiYmJSEtL09/f+Pjjj636fjlM3WdT66zhyHsFsocMA8Bvv/1m1+WYg/dx/8dZ93GJqGCQDR7csmWLwaB/Wb46deoY9ME4cOAA1q5dK+1wbGqAYocOHRT3bDZs2ICEhAQsWLBAkf+FF14wWl5eeeOWhw8f4qmnnsL27dtV53GFY7Q5beBa9cWQsaS/ii19W8zVsGFDaT+gtWvXmvVWIXv76KOPFGkVKlTAr7/+imvXriErK0v/W5jaJwD5NlhQ4hLAsbFJWFgYunfvjilTpuDcuXN45ZVXpPnyXs/I7gtpdU/Ikf0lzOGovqFkvpiYGERERCjS877t2JHnBVv2Y1e8Tx0SEoINGzZg9+7d+Oijj9CiRQuUK1dOtU4pKSno1asXLl26ZJf6GCP7zg8ePFA8xMGacqxhbX95WZuCEAILFy60qT6ObLuxtA1Gi5dM6HQ6REZGok+fPvjxxx9x8eJFPPXUU9K8uc9tju7vwHOb5TIyMqQP1gcM9x97/ZbmHhMKev92c9WuXVvxMoOJEyfi2rVrmi1TpmjRomjevDk+/PBDbN++HWvXrpVu39YO2nb0scKW46qzthsOUHRhCxYssMvr3RctWmT104dkHdSLFy9uMPDInE/nzp1t/BaGAgIC0L9/f8ybNw+HDx/GgwcPcP36daxfvx5du3ZV5P/555/1A6n8/Pykb2PJ2zE8P5A97erChQuqBzJTTzizVO5X8eYoV64c/vjjD9SrV8/gIGzOq4Gd8du46jZuLtkgCnNHqtuyH6Wnpysa3IFHT3p98cUXERISYjCgQMtXQ9uLbFvo0KGDRduBEMKqE7q996XcPDw88OSTT2LSpEnYuXMnkpOTcefOHezduxcffvih4gLi8OHDOHDggMXfwdlkx8Pjx4+rDra09/HQVcka4E29VZO00adPH+lb42QX8Z6enoo0tQuNI0eO2F65PNRe7W5scGtiYqJ08F14eDi2bduGTp06KabNnTtXtdGgoJK9uQ+AwRN2ASAiIkK6vmVP1TWWXr9+fYP/ZW8+M9aQJJuWd1vMysrCzz//rFqGJfIOdPTx8UG1atUU+WxdD3n/B4B///1X+oSjlJQU6Y0HWRkFhSwmiouLszgmyj2Is0KFCooyjR2/zDm2hYWFSdNd5bpOi/XoaGPHjlU0kCYkJKB169bSzgv+/v7Sh2EcOnRIdRmyad7e3ihVqpQVNSYiIiIiInIN5rYFanntKBtM+Pfff2P//v36/3MGJjZs2NDgAVZr167Fzp07Deb18PBQvAkqJ29ew4YNw1tvvYWwsDCDtk6t7xXJ2h8A9XaGixcvqj7x2lrt27eXdnj5/fffHX7vhfdxnX8fl4gKBtn579KlS5g7d65BWt4BVUWKFEGDBg30/2dlZeHLL79UlOXl5YW6desarYNOp5M++HPMmDGK431cXJzF9zDeffddxcOx79+/jyeeeMIgdsjNmf0rLKFlXwxX5+3tjXbt2inS79+/jzFjxji0LmfOnMG5c+cU6TNnzkSPHj0QHBxscD/CnN9Cdp/o6tWrOHnypC1VVVW+fHlpp/I//vjDom3e1e+PFylSRHX7yHs9I+unY+k9IUAZx8veOCTrL5GRkaHZ7035k+xteXmPJ4XhvCA7R7u5ueHGjRsWHa/eeOMNafl169bFp59+inXr1uHy5ctITU3F8ePHMXPmTMW94tTUVIc8sEd2ThBCYOPGjRaV4+xrULX5vvjiC5veguXItpvDhw9L09XaYNTacuzJ19cXI0aMkE7LfW7Tqr+DrB8gID+3JSUlSft20SPfffeddNBznTp1DN5AqvYmcbXfMjU1FadOnVKkO2L7NFd+uf4aM2aMwTZ///59/PPPP5ou05SWLVuidevWinRrB986um+U2nEVkLd7595utY4J1HCAogvL25hlLVuCvJYtWyrSbt++LX0Cl8yFCxewd+9eRbraSPu8T2nI6/79+6rTSpcujebNm+P7779XTEtJSUFSUpL+f9mBZteuXSZfKW7pEzW01rBhQ0VadnY2fvnlF0V6WloafvrpJ7suX/bmjBIlSkjfwjN16lSzynT0b6PVNu4osrdSyd5KlJs99qOkpCTF2xMBSE+WR44cUTyNyBXJtoW1a9dKA0+ZPXv2WP30Ei32JWO/c0BAAOLj4zFmzBjpNnTmzBmzluFKZMfDGzduYPXq1Yr0pKQkixp958yZI30DmKs7c+aM4kEHxYoVUx3QQZYbM2YMPvjgA7Oe8pKdna0YhAYAZcqUUaTJLmBkv+fdu3ctelP2q6++isuXL5vMN378eGm6rFMV8Oi79evXT9Fw4ubmhrlz58Lf3x8zZ85E6dKlFfO+/PLLqm/iyi/+++8/nDhxwqy8ak81y3v+1Ol06NWrlyLfP//8Ix14LItb4uLiFIP7ZE/w2bx5s/ScfuXKFcUbDWV1Xb16td0ax3766SdFXZ599llFvv379yMhIUGRLlsPQUFBaNOmjckys7Oz8euvvyrSFy5cKB3sLiujoJDFREePHpU+nELm5MmTOH78uEHaY489psi3b98+aSPK2bNnpW9pyCs2NhblypVTpM+YMUN6kzs3R1zXabEeHa1Hjx6YPHmyIv3w4cNo27at9ME4ah1gZY3Et27dksZkjRo1kt58JiIiIiIiciYt2gK1vHaUXZ9NnDjR4OnsOQMp/P39UatWLX369OnTkZqaajBvnTp1pE+1l7Xtye4VXbt2DYsWLVL5JvZRvXp1+Pn5KdLnzp0rbd+xpG3VXKVKlcKgQYMU6ZmZmXj66aelbVpa4X1c59/HJaKCQTZAEQC2bdtm8L/sjW955807DwDUq1fPrDcsDRgwQNGZ9Oeff0ZmZqZBmqVvTwSA6OhorFy5Ev7+/gbpd+7cQZs2baR9UJzZv8ISWpwP85OPP/5Y2rdh4sSJmD59usPqoXY/WBY3rly5UvWBurnJ4hIAeP/9943OZ21cEhgYiDp16ijSZ8yYIb3XmldaWhpWrFhh1bLtoWfPnpg+fbpZ3//69evS9LzXM7JrjoMHD0rjr/T0dGm/xYiICEXnf1l/iaNHjyrSfvnlF4P+oKbIjrWm+qpS/nHz5k3p9Vbeh0gXhvNCkyZNFPdas7OzzT7u37x5U9Eu8fDhQ9VjnZeXF2JiYvDSSy+hb9++iumO6Ieodk4YOXKk9O3VObKysgzaSZx9DdqhQwfpuebixYvo1q2b0bdo5Th37hxGjx5tkObItpsff/xRmq7WBiPr82muVq1a4ZdfflHEwzK2nNts7e+gNiBMdm6bMmWKRW8qK0zntt9++w3vvfeedNrIkSMN/m/atKn0uD5r1izp/PPnz5fGSLLtwVnyy/VXeHi46tu47enHH3/Ea6+9hrNnz5qVX3YMkPXbNZcj+0YtWrRI+hD5LVu2SL9/7uOqFjGBOThA0UWdOHECu3fvVqRHREQgPj7e6Ed2kWbtDZaYmBg8/vjjivSXXnoJX3/9teKJBtnZ2UhISMC0adPQrl07hIeHY/ny5Yr5ZXUEgGXLlhmtT6dOndC+fXtMnz4dCQkJihNxWlqatAMlYPgUgoEDB0rz9OzZE998841iYM+JEyfw5ptv4vXXXzdaP0d78sknERAQoEh/9913DUacp6Sk4LnnnrP6dbRqZJ3cjx07ZjC49v79+xg2bBh+//13s8p09G+j1TbuKLLO3rJjR2722I/UXlE8fvx4gxP59u3b0aFDB01fC20v3bt3V+xPDx8+RJs2bfD7778rLmQePnyIPXv2YMyYMahduzbq1asnfcOSObTYlyZMmIBatWph7Nix2LNnjyKAFkJg1apV0qeJqT21xZX16NFD+rS6F154AXv27NH/f+XKFXTt2tXqNwvnJ7t27VKkNWjQIF8MrswvUlJSMHbsWISGhuLJJ5/EnDlzpAO6Lly4gD59+kgvdGQ3NatWrapIe/DgAYYMGaI/nt68eRPdu3e36Anf06ZNQ+XKldGzZ0+sWLFCsR/8+++/ePbZZ6UX4zqdTvp2XQD46quvpBcib731Fho1agTg0QB4Wbk3b95UPfdrwVQcHR8fL31jHwBERkbq8+QeFHXr1i3ExsaiTZs2+OGHH6RPE7t69Sref/99fP7559KyZQ1ur7zyiqKx5P79++jTp4/+yWiZmZkYOXKk4on2APDaa68p0nJ3NMtx+PBhvPrqqwbbQ2JiInr06CFtqM39tF9Afp3h6+trcj3LBrxevHhR8cT1fv36KW6IA8Bzzz2nH3ArhMCsWbOkA0BffPFFRYNcnTp1UK9ePUXeDz/8EDt27ND/v2PHDnz44YeKfPXr10d8fLwivaBo2bKl9G27nTp1wo8//qiIKTIyMnD48GF8/fXXaNy4MWJiYhTxaM+ePaXL6tGjh0EscvbsWTzzzDNmNSADjwY555WSkoImTZpg6dKlBjFoZmYmNm/ejC5duqgOFrYnLdajMwwaNEhxAwN41HjZoUMHRYfV559/XpH34cOH6Ny5s0GsfPHiRXTp0kV6HpOVQURERERE5GxatAVqee3YvHlzRVtw7o7eed/WlHtQhWxwpVqHHNn9jalTpxp0jjh+/DjatWunebu8h4eHtA1z7969GDx4sP4aVgiBhQsX4rPPPtOkHh9++CFCQkIU6efOnUPdunUxcuRIaecRe7/9hfdxnX8fl4gKhooVK5p8c0aFChWkbyZQG9yYm2xgo4yfnx9eeuklo3k8PT3Rp08fs8rLq169evjrr78UfQVu3bqFVq1aKQYXOLN/hSW0OB/mJ7Vq1ZLeSxFCYNCgQejUqRM2b95sMDgDeBT7qnXkt4ZaH6NPP/3UIEZcvnw5nnvuObPKbNGiBapUqaJIX7x4MZ5++mlFrJ6SkoLvv/9e9aG85pDtg2vWrEG3bt2kgwxu3ryJZcuWYeDAgQgJCZHev3WUM2fOYNCgQShTpgwGDBiAJUuWSH/jvXv3onfv3tIy8h7T+vfvL+2n0717d4O3hycnJ+PZZ5+VxsCye0Ky/hILFiwweED5xo0b8eabb0rrqUbWX3X79u24deuWReWQ6zl//jx69eolHVySd58vDOeFgIAAdO/eXZE+cuRIfPTRR4p9XwiBxMREzJ07F127dkWFChXwww8/GOTZuXMnQkND8fbbb2P16tXSt/mdPHlSOhDbEf0QIyMj0axZM0X67t270bp1a8Uboe/fv4+FCxeiTp06Bg96d/Y1qE6nw7fffisdsLJ27VrUrl0bv/zyi2Kg4v3797F69Wo899xziI6OVgwydGTbzcaNG/HWW2/p90djbTDBwcFo3ry51cs6ePAgevfujZCQEAwePFj60HchBDZs2CB9mJS7u7vi99aiv4Ovr6/0hRLffvutwfny999/x9ixY+VfVoXs3LZ+/foCM0gxIyMDW7ZsQY8ePdCjRw9pX6LOnTujQ4cOBmmBgYF4+umnFXlXrFiB999/3+B8sXz5cmlMERQUhKeeesoO38I+8sv1F/DoISmyB93Z04MHDzB16lRUqVIFzZo1w7Rp03D06FHFYPobN27gzTffNOhDnsOc63U1juwbdfv2bXTr1s3gBRIHDx5UvfbP/VIMLWICswhySe+++64AYPBxc3MTV65cMTnv559/rpgXgDh9+rRBvooVKyryjBw5UlHerl27hKenp7RMd3d3ERISImrUqCHCw8OFj4+PWWVmZGRI8wIQISEhonbt2iI+Pl7Ex8eLc+fO6edr2rSpQV5PT09RqVIlUaNGDREdHS38/PykZVauXFlRh+7du0vzAhBFihQR0dHRolq1aiIoKEif3q9fP0U55q5HIYQYOXKkIm/FihWN/ZwmjRgxQvV7hISEiLi4OOHl5aWaB4BITEy06nstW7ZMtczg4GBRrVo11d8557NhwwbFsh3922ixjefdVtXqaKsbN24INzc3g+WUKFHC6Dz22o/i4+Ol+Tw9PUVMTIwIDQ01+ts3bdpUUbfZs2dL88r069fPrDKFMH9bmDhxomp9vby8RHh4uKhevboIDQ0V7u7uZm3P5tBiX8p7vHFzcxPly5cXcXFxIi4uzmD/yf3R6XTi/PnzVn0PIeTbvtpvaI4NGzaYfdzq27ev6vqpVKmSqFq1qvDw8DC6HmUs2S4tNWrUKP35LudTtmxZ6X6VN1/Hjh2Nlj1kyBBFOd9++61d6k2PvPXWW9Jto2jRoqJy5cqievXqoly5ckKn06nmu379uqLcK1euSI8xAESpUqVEXFycKFKkiNFtWbaP5M3j5uYmQkNDRbVq1USJEiWMlvfCCy9I18GRI0ekcUa1atXEw4cPFflfeOEFafmzZ89WXc95t/34+Hjpebts2bKKfDNmzDD798yRmJho1nHWWP7ixYuLmJgYUbNmTVG+fHmj67Zq1aoiIyNDWrbaNubj4yNiY2NVf7f69euLrKwsRXlbt25VrUeRIkVElSpVRGhoqOo2GxYWZvC73r59W/r7Dxo0yOR6fvjwoQgICFDM27t3b0XeSZMmqda5atWqokyZMqr1vXfvnnT5+/fvVz0nVK5cWUREREineXh4iAMHDqh+r5dfflmxHcrOuf7+/op8L7/8ssn1Zow9z8F//fWX0W0lNDRU1KhRQ4SFhUn3R9k+/dhjj0nL0+l0IjIyUkRFRalue4D8uum///4T4eHhqvMULVpUxMXFiZiYGIMYN2/9LN3vzY31tViPWlx/mhNvDR48WJqnTZs2iuN9q1atjP7W0dHRimsYU8cvIiIiIiIiZ9OqLVCLa8ccNWrUUC27cePGBnkXLVqkmheAWLt2rXQZXbt2leZ3d3cXVapUUW1jsfU6Vc2RI0dU2079/PxEtWrVRHBwsNE6qV1nW+LQoUPStq/cn1KlSonY2FhRtWpVUapUKdV81rYP8D6uepmOuo9LRAVH7969jR4vn332Wel89+/fN3lPb9WqVWbX48KFC0bvd3fv3t1kGabONb/99pu0/TY0NFTRj0CL/hXmnguFMK/PiFbnQ3PPY5bcf9CqX0J6erpo3bq10e/o6+srIiIi9HGn2r1qWZ8cc+5FZGVlqcY7vr6+IjY2VtpPwtS5evny5UbvLZUvX17UqFFDVKpUySCfNd9BCCEyMzNV+0oBj+4Rx8bGiujoaOn3lZWpZX+U3NTqXbJkSREdHS1iY2NV+xEBj+7fyLz44ouq81SqVEnExsaqxnKVKlWS3ssdN26caplRUVHS/c/UdiqEEJ999pk0v4+Pj6hatar+nu0HH3xgMJ8l/dNsuZYhQ2rrMm+/kAoVKqjedwSg6DPi7POCjBb3fxMTE0VgYKC0/jqdTpQpU0ZUr15dREREiKJFi5o85sp+j1KlSomYmBhRo0YNo/1ifvrpJ7PWg7nfV+032L9/v/D29jb6+9aoUUNEREQYxFN5908trkEtNW/ePKPbYJEiRUR4eLioUaOGCA0NVcSHNWrUMCjPkW03OR9/f3+TbTATJkywaT2pnbeCg4NF1apVRUxMjOp+AED06NFDWq4W/R1effVV1d/A2jhICCFeeuklaf6cvjI5x8pJkyYZzGdJu4gWsYqpY3zt2rVF5cqVTR6Pa9eurdovLCEhQbUvfM72aWy9T5kyxaZ1UZD6twtheb+qTz75xOhvp7YuzKXWl9DX11c/HqJChQqq1zXu7u7iyJEjinIt+Y21OFYYW2ceHh6iatWqonLlyqp5OnTooCjT3jGBOThA0QVlZmaKcuXKWb0znj59WroRffjhhwb5LAlsf/nlF5ODOtQ+amU+++yzZs1/4sQJ/TxqnW5NfX788UfF8h88eGBxea44QDEtLU3UrVvXrPq3a9dOmp57EKgl3ysrK0vUrl3brGW//vrr0nTZyckZv429t3FH3thq0aKFYln79+9XzW+v/cjUzeqcT+XKlUWHDh0U6a44QFEI9YsBcz7WBnBa7EtqF+imPn379rXqO+Rw5gDF5ORkERYWZvI76nQ60aZNG7PrqWWDsGw7Nvdj6vwRExNjkN/NzU1cvHjRLvWmR9Q6JZnz0el0Ys6cOaplDxgwwKxyqlatavY+Ym1dmzVrJu7fv68oLz09XdSsWVORv0iRIqoDuO7evSsqVaqkmCcgIEB1cLS19Qasa/izxwBFcz/BwcHSi90cqampon379haVWalSJaM3ON544w2r6urt7S3Wr19vUNbUqVMtWld5yW7o+/r6ijt37hjky87OFs8//7xF9Q0KChL79u0zuvwff/zR6M2KvB83NzfpdUVu1sZZgO2NL/Y+Bxu7+WfqI+sscPLkSaONv7nXsywuUjvvnT59Wnr9bEn9tBqgqMV6dNYAxezsbNGrVy9pvk6dOhkMtL5165bq+cnYJzw8XFy9elX6XYiIiIiIiJxNy7ZAe1875hg2bJjqfHnvGyclJal27vby8hKpqanSZezZs8es+2tBQUHiueees9t1qjFffPGF2dehsgeA2aMzoRCPBilGR0db/dva2j7A+7jqZXKAIhFZasaMGUaPNdOmTVOdt0GDBqrzubm5Ke6JmNKjRw/V8lavXm1yfnPONdOmTZPmi4iIUDxY3979K8w9FwphXp8Rrc6H+WmAohCPBsuqPUjWko+1AxSFMN6hOvenQYMGon79+mafqydNmmTR/T7ZOrWkP9+VK1eMdgo29nHFAYrmfIoVKyYOHTokLffhw4eiWbNmFpcZFBQkjh07Ji0zKSnJ6AM8cj5FihSR/hZq91xPnjxpdEBrzifvgBUOUHQOU4OfzPk0adJEZGZmGpTr7POCjFb9jzds2CB8fX2tWnfmDFA05xMVFSUePHhg1now9/uq/QZCPOrPqja4UO0j2z+16C9vqT///FMUK1bMqjrkHaDoyLYbWT9h2adp06aK/dNSxgbWm/pUqFBBtR+lFv0dEhISjA6gzfkEBASIkJAQk/tkjtWrV5tVt+HDhxvM56oDFC359O7dW/z3339Gl7N06VKLjwmA+oP5C2v/diEs71d179491RcOGFsX5lIboGjuZ/To0dJyLfmNtThWyPI/8cQTZsWwwcHB4vLly9Jy7RkTmEP5jnVyutWrV+PKlSuK9B49epg1f0REBGrWrKlI/+mnnxSvLjVXr169sHXrVsUrz02pWbOm9JXXAPDll18iJCTEovIsfd23t7c3vvrqKwwYMEAxzcfHB2vXrsXIkSPh6+trUbmuxNPTE//88w8aN26smsfd3R2jRo3CG2+8IZ2e97W/5nJzc8OiRYsQFRVlNM/o0aNVly3jjN9Gi23cUWTb9y+//KKa3177UefOnTF27Fi4uamfSmJiYrBq1SoEBQVZtExnmjJlCmbPno2SJUuaPY+7uzvatm2LSpUqWbVMLfYlS39nAOjbty+mT59u8Xyuonjx4ti4cSOqVq2qmsfb2xszZsxA165dFdOsPRa6ooMHD+LEiRMGaa1bt0b58uWdVKOCqU6dOqhcubLF85UpUwYLFy5Ev379VPNMnDgRDRo0UJ3u5uaGN998E5MmTTJ7uS1btoS7u7vZ+T09PfHBBx/g77//lp6PR40ahYMHDyrSR44cKY1FAaBo0aKYO3eu4txx9+5d9O/fH4+us/IXY+dBNTqdDt26dcOePXsQFxenms/b2xuLFy/G0KFD4eHhYbLcdu3aYcuWLQgLC1PNM3HiRIwbNw7+/v5m1zc6Ohpr1qxB8+bNDdLnzJmjyFu2bFk0adLErHK7deumSHvw4AF+++03gzSdTofvv/8eY8aMMSs2rF+/PjZv3ozatWsbzTdgwAD89ddfZh0by5cvj0WLFknjroLqnXfewYoVK1CxYkWz59HpdHj88cdRvXp1xbSoqCisWbMGZcuWVZ3fz88Pc+bMQceOHc1eZkREBA4dOoQePXpYtT9qzd7r0Vl0Oh3mzp2Ltm3bKqYtWbIEffv21bc3lChRArt27cKAAQPM+k10Oh26d++OvXv3okyZMnavOxERERERkT1o2Rao1bVjixYtVKflva8YFBSEmJgYad7HHnsM3t7e0ml16tTBjz/+CC8vL9VlhYSEYMWKFVatP2sMHz4co0ePNnpNWr16daxfvx5FixbVrB7Vq1fHvn37MGLECIvuOeWoWbMmvv32W3Tp0sWq5fM+rmvcxyWigsFYfxxT043dM6lRo4bF96jVjtkVK1ZEy5YtLSpLzSuvvIJPPvlEkX7mzBm0bt0at27d0qc5o3+FJbQ6H+Y3vr6++P7777FkyRLUrVvX4vmDgoIwePBgi+5N5/XGG2/g1VdfNZrn8ccfx5IlS1RjT5nBgwdj3bp1iIyMtLpulihbtiz27duH/v37W3TvPSgoCD179tSwZsa1bt3aqr5btWvXxsaNG1WvO7y8vLB69Wq8++67ZvdTatmyJQ4ePKjatycoKAi//vor/Pz8VMsIDg7GihUr0KhRI7OWCTy6VzlixAiz81P+5ebmhueffx6rVq1S7KeF6bzQrFkz7N+/3+JroipVqqBNmzYGaUWKFLF4+XXr1sU///wDHx8fi+e1VufOnbFnzx7UqVPHpnJc4Rr06aefxqFDh/D8888bbXPJy9fXF+3btzdIc2TbzbfffoshQ4YYzdOmTRssX77covOozJNPPmlVu07Lli2xefNm1b5CWvR3iIyMxPfff2+071flypWxceNGREREmPdF8Oj8bqzNsSCqX78+Fi5ciJ9//tlk37eOHTti+/btZu/LgYGBmDZtGqZOnWqPqmrC1a+/cvj5+WHkyJGalV+1alWjfS7VBAQEYPLkyXaJCR3VN6pbt26YM2eO0dg4PDwcGzduRLly5aTT7RkTmMN0L1dyuLlz5yrS3N3dpYMp1HTr1k3RYfzChQtYv349WrVqZVW96tevj6NHj2Lt2rVYsmQJdu7ciQsXLuDOnTsQQiAgIAChoaGoWrUqGjZsiFatWqFKlSqq5ZUvXx4HDx7Et99+i1WrVuHMmTP477//jA6iXLVqFfbs2YNt27Zh//79OHXqlL4OGRkZ8PX1RenSpREVFYUWLVqgd+/eRjvAenh46Afu/fzzz9i0aRMOHjyIpKQk3Lt3DyVKlEBwcDBiY2PRunVrtGvXzqp1p7XixYtj06ZNmDdvHubOnYvDhw/j3r17KFu2LJo1a4bXXnsNderUweTJkxXzenl5oXjx4lYvOzQ0FPv27cPUqVPx+++/48SJE8jMzETZsmXRuHFjDBo0CA0aNMC5c+csKtcZv429t3FH6d69O959911cvXpVn/brr7/iyy+/lJ707Lkfvffee2jevDm+/fZbbNmyBdevX0dAQAAiIiLQvXt3vPLKK/lyAHD//v3Rq1cv/P7771izZg327NmD69ev4+7du/D09ESxYsUQHh6OuLg4NGnSBK1atUKpUqVsWqa996UPPvgAXbt2xaZNm7Bv3z4cP34c58+fx61bt/Dw4UP9vh8REYGGDRuiZ8+eqFGjhk3fwRVUrFgRBw4cwPTp07FgwQKcOHEC6enpCAkJQdu2bTFkyBBERUXh7bffVsxbkDrEywYpDx061Ak1Kdh69uyJnj174tSpU9i2bRt2796NhIQE/b52//59uLm5oWjRoihfvjyqV6+O9u3bo1OnTiaPjYGBgdi0aZN+Wz5+/DjS0tJQrlw5tGjRAq+++qr+ZoC51q5dixs3bmDNmjXYunUrjh07hrNnz+L27dtIS0uDv78/SpYsiRo1aqBp06bo3bu36k2KXbt24csvv1Sk169fH++9957RejRu3Bhvv/02xo0bZ5C+YcMGfPvtt/mukTc0NBRXrlzB2rVrsWvXLhw5cgTnz59HUlISUlNT4enpCX9/f5QtWxbR0dF4/PHH8dRTT5l90e/p6Ylvv/0Wr732Gn7++WesXr0a586dQ3Jysr7cpk2bonv37mjWrJlZZb7zzjt4/vnn8ccff2DdunU4evQorl69qt9mAwICULFiRdSqVQudOnVC27ZtFY1kJ0+exO7duxVld+3a1exBYm3btkXRokXx33//GaTPmTMHL774okGaTqfDhx9+iP79+2PevHn4+++/cebMGSQlJcHHxwfBwcFo2LAhunTpgo4dO0Kn05lVh06dOqF169aYP38+li9fjsOHD+PGjRsAgFKlSqF69ero2LEjevfunS9jGls98cQT+Pfff7F06VKsWrUKu3btwpUrV3Dnzh24u7sjMDAQYWFhiI2NRaNGjUwOhq9bty5OnjyJb775BosWLcKZM2cghECFChXQvn17DB06FGFhYRg1apRF9SxZsiR+/fVXfPbZZ5g/fz62bduGEydO4Pbt20hPT0fp0qVRpkwZ1K1bF61bt0br1q1tXDOWsfd6dJYiRYrgzz//RKtWrbBz506DaQsWLICvry9mzZoFnU4Hf39//Pjjj/joo48wb948bN68GadOncKtW7cghEDx4sVRpUoVNGrUCH369FHtBEtEREREROQqtGwLBLS5dmzatCk8PDyQmZlpkO7u7o6GDRsq8jdp0gTHjx9XpBsb6AgAffr0QZ06dfD1119j3bp1uHz5Mnx9fREWFoYuXbrgtddeQ1BQEFatWmVyPdjLiBEj8OSTT2LSpEnYsGEDrl27hoCAAFStWhU9evTASy+9ZFUHS0v5+vpi9OjReO+997B8+XJs3rwZO3fuxLVr15CcnIz09HT4+fmhWLFiqFSpEqKiolC/fn20atUKFSpUsHn5vI/r/Pu4RFQwxMTEoFSpUrh586ZiWokSJYw+QLdJkyaKe2I5LBlYk6NBgwaoV6+e4h6NuZ0izfXxxx/j5s2bigFpx44dQ5s2bbB+/XoEBgYCcE7/CktodT7Mj5566ik89dRT2LVrl/6e8ZkzZ5CcnIy7d+/C29sbRYsWRbly5RAZGYnq1aujRYsWqFOnjs2DCIBHHao7deqEqVOnYufOnUhOTkbx4sURExOD3r17Y8CAAWY9tDWvZs2a4eTJk/j777+xfPly7Ny5E5cuXUJKSgq8vLxQpkwZhIaGolmzZna5RxQYGIjZs2dj9OjR+Omnn/T33m/fvo3U1FT4+/ujdOnSiIyMRHx8PFq0aIGGDRs6JP5UM3bsWIwZMwb79u3Djh07sHfvXvz777/6eOrBgwfw8vJCQEAAKleujFq1aqFLly5o3ry5yWNLkSJF8OWXX2LYsGGYO3cuNm7ciGPHjiE5ORkZGRkoVqwYwsLC8Pjjj6Nnz56oV6+eyfq2aNECR44cwfjx47F69WpcvnwZXl5eiIiIQJcuXTB48GAEBgZi/vz5Fq2HUaNGoX79+vj++++xZ88e3LhxA2lpaRaVQa7F3d0dfn5+KFmypL4/Rrdu3YxeCxSm80JUVBS2bt2KXbt24Y8//sD27dtx9uxZpKSkICsrC0WLFkVISAhiYmLQoEEDtGzZUjog+fHHH8e1a9ewceNG7N69G0eOHEFiYiKuX7+OBw8ewMPDA0WLFkVYWBji4+PRuXNntG3b1ux+G/ZUvXp17NmzB1u3bsVff/2FHTt24Ny5c7h9+zY8PDwQHByM8uXLo3HjxmjdurXqtbcrXIOGhobihx9+wNixY7F06VJs2bIFBw4cwM2bN3H79m19PSpVqoRq1aqhdevWaN++vT5Gy81RbTdubm747rvv8Mwzz2D69OnYtm2bvk9x7dq10b9/f7sN2J87dy5mzZqFnTt3YufOndi/fz/Onj2Lixcv4r///kNqaip8fHwQGBiIKlWqoG7dunjmmWdQv359k2Vr0d+hd+/eqF69OsaPH4+NGzfi+vXr8Pf3R0xMDLp3746XX37Zooc05JgzZw7atm2Ln376CQcOHNC3N+VXbm5uKFKkCHx9fVGsWDEEBwcjLCwMNWvWRJs2bVCrVi2LyouPj8eRI0ewatUq/b58+fJl3LlzBz4+PihZsiRq1aqFVq1aoU+fPhY98N9ZXP36K8eLL76IiRMn4tSpU3YvOydWvHDhArZs2YLdu3fjxIkTOHfuHG7evIn79+8DeLQvlylTBtWrV0erVq3wzDPPoFixYnarh6P6RvXt2xeNGjXCpEmTsGrVKly8eBEeHh6IiopCt27dMHjwYJMPBLBXTGAOnciPrykhIos9fPgQderUwbFjxwzSW7ZsibVr1zqpVmQv48ePx7vvvmuQtmbNGqsHJBMVZMnJyYiJidEPQMnxwgsv4Pvvv3dSrewnMzMTlSpVwqVLl/RpcXFxOHz4sFMafoiIiIiIiIiIiIiIiIiIyHbZ2dmIjIzEv//+q09zc3NDYmIiQkNDnVgzIiIiIiosNm7ciObNmyvSExMTERYW5vgKEREVALL+3bNnz0b//v0dXxkb2O/RSUTkNIMHD8ZHH32EnTt3IiMjw2CaEAI7duxA69atFYMTAeDZZ591VDVJQ4MHD1a8mlf2Ziuigq5Hjx4YO3YsDh48iKysLINpWVlZWL16NZo2baoYnAgUnOPhL7/8YjA4EQDGjBnDwYlERERERERERERERERERPlUZmYmPv30U4PBiQDw5JNPcnAiERERERERETkd36BIVAB06NABK1asAAB4eHggNDQUAQEBSE9Px4ULF3Dv3j3pfDVr1sTevXvh7u7uyOqSRn788Ue88MILBmm7du1CvXr1nFQjIseLi4vTD8b28vJCaGgo/Pz88PDhQ5w/fx6pqanS+Tp27IilS5c6sqqaEEIgNjYWJ06c0Kc1btwYmzdvdmKtiIiIiIiIiIiIiIiIiIjIUsuXL8eoUaOQkZGBixcv4vbt24o8W7ZsQaNGjZxQOyIiIiIqjPgGRSIi+ysob1D0cHYFiMi+MjMzcfbsWZP5KlWqhOXLl3NwYgEyYMAAzJo1Czt37tSnjRkzpkAMuiKyRlpaGk6fPm0yX506dfDzzz87oEba++uvvwwGJ7q7u2Py5MlOrBEREREREREREREREREREVkjKSkJ+/btU53eq1cvDk4kIiIiIiIiIpfAAYpEBYBsxLQad3d39OvXD1999RWKFSumXaXI4XQ6HXbs2OHsahA5lSXHQy8vL7z++usYPXo0vL29NayV43Tt2hV8OTYRERERERERERERERERUcHWoEEDTJ8+3dnVICIiIiIiIiICwAGKRAXCggULsGrVKmzYsAH79+/HuXPncPv2bWRlZSEgIABBQUGoXr06GjZsiF69eqFcuXLOrjIRkSY2btyIFStWYOPGjTh06BAuXLiAO3fuAAACAgJQunRp1KxZE40bN0aPHj1QokQJJ9eYiIiIiIiIiIiIiIiIiIjINH9/f8TGxqJXr1549dVXUaRIEWdXiYiIiIiIiIgIAKATfM0OERERERERERERERERERERERERERERERERERERWcjN2RUgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKi/IcDFImIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiMhiHKBIREREREREREREREREREREREREREREREREREREFuMARSIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIrIYBygSERERERERERERERERERERERERERERERERERGRxThAkYiIiOj/paSk4N1330XlypXh5eWF0NBQDBs2DDdu3HB21YiIiIg0wfiHiIiISB1jJSIiIiI5xklEREREtmNMRURERKSOsVL+oxNCCGdXglzHxo0b0bx5c6N5dDodfH19ERgYiIiICNSuXRudO3dG06ZNrVrm8ePH8c8//2D79u04duwYkpOTcfv2beh0Ovj7+6N06dKoUqUKqlevjsaNG6NRo0bw9fW1qP4jR47EqFGjTNYlOTkZf/zxB/755x8cPXoUN27cwIMHDxAUFISSJUsiNDQU9erVQ7t27VC3bl3odDqTZZ46dQq//PIL/vnnH5w/fx63bt1C0aJFUbZsWTRt2hTPPPMMmjVrZrIca5w5cwZ79+7Vf/bv34///vtPkS8xMRFhYWFOL9ca9ly/jvpely9fRlxcHFJSUhTT+vXrhzlz5qjO26xZM2zatMniZX744YcYM2aMyXzO3F7NJduXO3fujJo1azq8LvmFK+yz9q6DFvvC1atX0bRpU5w+fVoxrWzZsli/fj2io6MtWt7evXuxZs0abNmyBWfOnEFycjLu3LkDb29vlCxZEtHR0ahXrx7atm2Lxx57zKzzCuUPjKkYU5myZ88ebN26FYcOHcLp06eRlJSE5ORkpKSkwNPTE/7+/ggLC0NsbCzatm2Lzp07w8vLy67fS+u4Ijdb4h8tytRq/bvCOddcjKms52oxsy37gr3jH8Y+ZC7GSoyVLKXFOrOEK7c//ffff9i0aRN2796NgwcP4t9//8XVq1dx7949uLu7IzAwEFWqVEGDBg3Qu3dvs871WsWJjJUKh4J0PGKsRM7AOKlgxUla1cEVzqn2roMj2srsuX3du3cPP//8M1avXo0DBw7g1q1bSE9PR8mSJVG5cmW0b98ezz33HMqXL29RHe1dTy0wTrKeKxyPAPtsY4yTyN4YAzEGMsUV7qtp9d3sGVfZenxs2rQpNm7cqHk983KF7dUUxkDWc/Tvq0V7KZA/+ikxpiqYGCcxTrKWFv10zKHVd7PXtqBVTHP27Fn89ttv2LRpExISEpCUlIQHDx7Ay8sLAQEBCA8PR3x8PDp37owWLVqolqNlPKcVxkmW0SpWsZa99tn8ECsBjJccQhDlsmHDBgHAqk+jRo3EhQsXzF7W+vXrRcuWLS1ejr+/v3jxxRctqv/IkSON1iUzM1N8/vnnIjAw0Ox6XL161WiZaWlp4o033hAeHh4my2rfvr24dOmS2evOHJ988onZ3yUxMdHp5VrK3uvXkd+rffv2qmX369fP6LxNmza1av/88MMPjZbr7O3VErI6zZ4922n1cXWusM9qUQct9oW2bdsKAMLLy0t8+eWXYvfu3WLatGn6c0ONGjVEdna2WfVbtWqVaNiwoUV1i4iIEBs2bDCrfHJ9jKkYUxnz33//Wfx7lStXTixatMiu302ruELGlvjH3mVqtf5d4ZxrCVm9GFMZ5+zjkRpb9i97xT+MfchSjJUYK5lLi3VmCVdvfxo3bpwoUqSIRdt2165dxY0bN4yWq0WcyFip4CuIxyPGSuQMjJMKTpykVR1c4Zxq7zpo3VZm7+1r9uzZolixYibL8PX1FZ9++qnZ9xWcHfuaS1YPxknGucLxSAj7bmOMk8jeGAMxBjLGVe6rafHd7B1XWbsf5XyaNm3qkHpqtT61JKsTYyDjnPH7atVeKoRr91NiTFWwMU5inGQtLfrpGKPVd7PntqBFTJOeni6GDBli1vfO+dStW1ecPn1aWp61+3vORy2e05KsHoyT5LSMVSxl733WlWMlIRgvORIHKJIBW4JZACIsLEzcvXvX6DIePnwoXn/9daHT6axeTmBgoEX1NxbM3r1712ggpvYxFsympqZaXGZ4eLhdbxSOHDnS7GVbslytyrWEFuvXUd9r1qxZRst2xgBFV9heLSGrD4NZda6wz2pRB3vvC6dOndLn+e677wymLVq0SD9t/fr1Ruv18OFD8dprr1lVNwBi4sSJZn1/cn2Mqcz/FMaYypobqQCETqcTixcvttt3c9QARVvjH3uXqdX6d4VzriVk9WJMpc4VjkcytuwL9oh/GPuQtRgrmf8pjLFSDi3WmSXyQ/vT66+/btW2HRMTI5KSklTL1SJOZKxUsBXE4xFjJXIWxknmf1w9TtKqDq5wTrV3HbRsK7P39vXBBx9YXFbfvn1FVlaWQ+upJVk9GCepc4XjkRD23cYYJ5EWGAPZ59jvCsccLergKvfV8kNbkS37EQDRrFkzh9RTq/WpJVl9GAOpc9bvq1V7qRCu2U+JMVXhwDjJ/E9hjJPUaNFPxxnfzd7bghYxTc+ePa3aZ4KDg6X1tGV/B9TjOS3J6sE4SU7LWMUSWuyzrhgrCcF4yRk8QGSGsmXLoly5cgAevSb50qVLyMjIUOQ7d+4cvv76a4wcOVJaTlZWFrp164Zly5apLqtIkSIICQlBYGAg7t27h5s3b+Lu3bv2+SJ5CCHQs2dPrFq1Sjq9RIkS+u998+ZNXL9+3axyP/roI2mZPj4+CA8Px9WrV5GcnGww7ezZs+jZsye2b98ONzc3C7+Jeby8vJCWlpZvylXjqPVr7+914cIFvPXWW3YrDwA8PT1RrVo1k/lCQkJUp7nq9kracfQ+64g62LovHDx4UP93jx49DKZ16tQJvr6+ePDgAfbv34/mzZtLy8jKykLXrl2xYsUK1eUHBASgXLly0Ol0uHnzJpKSkkzWmQoWxlSMqWSKFi2KcuXKwdvbG7dv38bVq1el24UQAsOGDcNTTz0FnU5nt+XnsEdckZcW8Y+9y9Ry/bvCOZfswxWPR7buC7bGP4x9SAuMlRgr5dBqnVkiv7Y/BQYGIiQkBLdu3VJdLydOnMDbb7+N2bNnm1WmFnEiwFipICmIxyPGSuRqGCflvzjJkXVwhXOqPetgr7Yae29fS5Ysweeffy6dFhwcjMDAQCQmJirqOm/ePNSoUQNvvvmmdF5XiH1JO65wPLL3NsY4iRyJMRBjIBln3VfLD21F8fHxZuW7ffs2zp49q0hv3bq12cuyNf5zhe2VtONKv68W7aWA8/spMaYixkmMk9Ro0U/HFC2+m6PaS2yJabZt24Zff/1VOi0wMBAVKlRAcnIyrly5oph+/fp1TJgwARMmTDBId2Q8R65Bq1jFGEccj5wdKwGMl5zGCYMiyYWZ+7SKW7duid69e0vz1qxZU7X8IUOGqI4wbtGihVi5cqV48OCBYr7ExEQxf/580aNHD+Hn52e3p21MnDhRmr9nz57i4MGDivxJSUli8eLF4oUXXhC3bt2SlnnkyBHh7u6uKPOJJ54Qt2/fFkIIkZGRofokhqlTp6quP0tMmDBBNGnSRLz55pvil19+EadOnRLr16+XLtOSJ2xoVa65tFq/Wn+v7Oxs0apVK4NyPD09FWVb+gbFihUrWlyX3Fxle7WErB582oY6Z++zWtXB3vvCb7/9pi8r75NGsrOzhb+/vwAgxo8fr1qGsXNc165dxa5duxRPSb5w4YKYOXOmqFOnDp+2UcAwpmJMZcyDBw9E3759xW+//SYuXbqkmH779m3xzTffiCJFikiXc+rUKbt8N3sfS/OyV/xj7zK1Wv+ucM61BGMq87nK8Sg3e+wLtsY/jH3IFoyVGCuZosU6s0R+aX/KecpmqVKlxAcffCD2798vsrOz9dMTEhIU54ucT5EiRURKSoq0XC3iRMZKBVdBPR4xViJnYZxUMOIkLevgCudUe9dBq7Yae29fVatWVZRVvHhxg6d0Jycni6eeekqRz9vbW1y+fNkh9dQa4yTzucLxSAj7b2OMk0gLjIEYAxmrgyvcV8svbUXmev755xXl+/n5ieTkZIfU0xW2V0sxBjKfM39frdpLhXC9fkqMqQoPxkmMkyypgxb9dJz13bTYFuwd03z44YfSeb/55huRkZGhz7dhwwYREBCgyFenTh3TK1iFpfGclhgnmU/LWMVcWu2zrhYrCcF4yVk4QJEMWBIM3rt3T79z5/4EBARIyz506JBwc3OTlj9u3Diz63j79m3Vg5sl9U9NTRWlSpVS5P3444/NrovMq6++Kj3pywKeBg0aKPLGxsbatHxj1NaPrY1YWpUr48j1a8/vNXXqVIMy2rVrJ32dsaMHKLry9ppbv379VIMEtY+9B1kUJI7cZ7Wqg733hZMnT+rLmjJlisG0pUuX6qetW7dOOr+xc5y5DQRLliwRixYtsul7kOtgTMWYyh5efvll6XK2bdtml/K1HqBor/hH6zLV2GP9u8I5NzfGVNZxxeORPfYFW+Ifxj5kK8ZKjJWM0WqdWSK/tD+NGDFCjB07VqSmpqrmSU9PF3FxcdJlrFmzRjqP1nFiDsZKBUNBPR4xViJnYZxUMOIkR9fBFc6pjqiDJW019t6+EhISpMv+4osvFHmTkpKEj4+PIu/o0aM1r6dWGCdZxxWOR1psY4yTSAuMgRgD2aMOWt5Xyy9tRea4evWq8PLyUpQ/ZMgQi8qxpZ7O3lbMxRjIOs78fbVqLxXCtfopMaYqXBgnMU6ypA6O7FOj5XdzZHuJLTHNSy+9pJivatWq0ryy9RQVFWVVne0Vz9mCcZJ1tIxVzKXV8ciVYiUhGC85E991T1bz8/NDlSpVFOkPHz6U5v/kk0+QnZ2tSH/ttdfwzjvvmL3cYsWKYdCgQeZXVMWCBQtw8+ZNg7TIyEjVV5mbQwghfV1zu3btUKJECUX6s88+q0g7duwYDh8+bHUdCrL8un7Pnj1rsI0XK1YM33//vUPrIJNf1yeRFqKiotCiRQsAwFtvvYUJEyZg7969mDlzJvr27QsAiIuLQ7NmzaTzq53jhg4davY566mnnkLnzp2tqj/lb4yplHiOekT2OwNA2bJlHVwTy2kR/zg6psrP65/sxxWPR/baF2yJfxj7kCMxVlJyxWOTPWmxziyRn9bv6NGj8d5778Hb21s1T5EiRdC7d2/ptKSkJK2qRoVEftpfLMVYifIDxklKrnBccoU6FFSWtNXYe/tKSEiQpterV0+RFhQUhIiICEW6bLtwduxL2nGVY4EW2xjjJHI2xkBKrnDMcYU6aHVfxxW+mz1NnjwZaWlpBmnu7u4YNmyYQ5Zf0NYnGXL275uf2ksZU5EWGCcpOfu45Mg6OKOfslbfLb+0l5QuXVqRdu/ePQghFOl37txRpEVHR1u1XGfHc2Q9Z8cqrnBMNBf7dOdfHs6uAOVvssA1JCREkZaWloZVq1Yp0n19fTFq1CgtqmbS6tWrFWndunXDvn37MGPGDGzevBmXLl2Cm5sbypQpg8ceewzPPfcc2rVrp1rm6dOnkZycrEiPj4+X5q9Tp440fdeuXahevbqZ36TwyI/rVwiBAQMG4P79+/q0SZMmSfcTayQlJaFRo0Y4efIk7ty5A39/f5QuXRrx8fF48skn0a1bN3h6ekrnzY/r05UNHDgQ+/bts0tZo0aNQocOHexSVmFhy76QY86cOWjSpAnOnTunaGQpU6YMFi5cCDc35bMd0tLS8PfffyvSfXx8MGLECNu+GBUajKkMFfZz1P379zF37lzMnTtXMa169eqoVKmSJsu1x7EU0Cb+0Tqmys1Z658ecbWYytWOR/beF6yJfxj7kDMwVjLkascme9NinVmiIK7fgIAAabq5HfTsFSeS7RgrORZjJcoPGCcZcoXjkivUoaCxpq3G3tvXvXv3bP4eJ0+exN27dw1iM2fHvgUJ4yQ5rbYxxknkbIyBDLnCMceZddD6vo4rrF97efDgAaZNm6ZI79q1q8PufxWk9ekKGANZx9b2UsB5/ZQYU5EpjJMMucJxyRF1cGSfmty0+m75pb2kU6dO+OyzzwzSLly4gP79++ODDz5AWFgYkpOTMX/+fCxYsMAgn06nw+uvv27xMl0hnssvXC1OsoQ9YhUZRx4T2ae78OIARbLapUuX8O+//yrSW7VqpUjbtm0bHjx4oEhv2bIlSpYsqUn9TNm2bZsibfHixYpgAXj0ZImzZ89i/vz5aNGiBX755RcEBwcr8h06dEi6rNDQUGl6+fLlpelq5RR2+XH9fvfdd9i8ebP+/y5duuC5556zW/n379832JZTUlKQkpKCU6dOYcGCBXjvvffw448/onXr1op589P6rFSpkj4AkgWMYWFhCAoKMkgrV66c5vXKLSEhwW7BLN9gYDlb9oUcFSpUwN69ezFmzBgsWrQIV65cQZkyZdClSxd88MEH0uM+AGzfvt3g4j5Hq1atFNslkQxjqsIdU506dUr/tKHs7GzcvXsX58+fR2ZmpiJviRIlNH26mT2OpYA28Y9WMZUrrX9HYExlOVc7Htl7X7Am/mHsQ47GWKnwxUparDNLFMT1u3v3bkWal5cXqlWrZtb89ooTXR1jJcsVxP0lN8ZK5OoYJ7lmnOQKdcjP7NVWY+/tS/ZEfADYs2cPmjdvbpCWnJyMM2fOKPIKIXD06FE0bNhQs3pqhXGS5VzlWKDVNsY4iZyJMVDhjoGccV/HFdavvcyePVvaIfntt992WB3y0/pkDGS5/PL72tpeCjivnxJjKjKGcVLhjZO07qesRqvvll/aS+rWrYu3334bEyZMMEifN28e5s2bpzqfj48PZsyYoWhTMocrxHMA4ySt2SNWkXHkMZF9ugsvDlAki92+fRsHDx7Eu+++i/T0dINpPj4+0ld7X7hwQVpW3bp1pennz59H165djdYjPj4eM2bMMLPWhrKzs3Hp0iVF+rFjx0zOu379ejRr1gzbt29H8eLFDaapnYBkr70FoHqQ4+Akufy2fk+fPo33339f/3+pUqUwffp0hyw7x6VLl9CuXTv8+uuv6Natm8G0/LQ+R44cqX89u06nk07v37+/5vWg/MvYvpBbUFAQJk6ciIkTJ5pd9vnz56Xpauc4ohyMqRhTAY+ebGWqMcTb2xudOnXC2LFjnfq0K3OOpVrEP1rGVPlp/dsDYyrLudLxSKt9wdL4h7EPOQpjpcIZK2m1zixR0NbvyZMnsXDhQkX6s88+q/qdLGXuNberY6xkuYK2v8gwViJXxDjJteMkV6hDfmaPthottq8GDRrA29tb8SaKL7/8Eg0aNECTJk0APNo/X3zxRaSmpkrLz92BzBViX3MxTrKcKxwLtN7GGCeRozEGYgwEOOe+jiusX3vIzs7GN998o0hv0qSJQ4/F+Wl9MgayXH74fR3RXgpo10+JMRXJME4q3HGSM/spa/Hd8lN7CQCMHz8eUVFRGD16tLTeubm5uWHIkCF44403EBYWZvGyXCWeAxgnaUnLWMUVjok52Ke74OIARTLL6NGjMXr0aKN5/P398euvv6JKlSqKaTdv3pTOU6pUKWl6amqqyQYlf39/o9ONuX37NoQQRvNUqFABAHDx4kXFtJMnT2LYsGGYM2eOQfqdO3ekZXl5eVmUnpKSYrRuhVV+Wr/Z2dno37+/wQ3IadOmqT5h1VrBwcEoXbo07ty5g0uXLiE7O1tal759+6JBgwb67RrIX+uTyBRb9gVbWXqOo8KNMZUhxlTmiYmJQYsWLTR/kpStx1It4h9HxVTGOGr9k2tyleORK+wLORj7kJYYKxkqjLGSVuvMEgVp/V6/fh1dunRRdKQvWbIkxowZY3Y5zrzmJtdWkPYXe2GsRFphnGTIleMkV6hDQWeqrUaL7cvPzw8vvPACpkyZYpA3OTkZTZs2RZkyZRAYGIjExERFZ9Dc7t69q2k9yXW4wrHA1bYxxklkDcZAhhgDmcfe93Vc6bvZYsmSJdK3PMsGrWipoKxPknP139de7aWA89pMGVNRDsZJhgprnOTsfgRafDdXu5Y1x3PPPYfs7Gx88MEHuHXrlmq+7OxszJ49Gz4+Pvj444/h6+tr0XJcJZ4j7dgzVpFx5DGRfboLLzdnV4DyPy8vL7z00ks4evQonnzySWdXxyx5D9y5lS9fHvv27cOFCxdw4cIF7Nu3T/qK2p9++gmXL182a3lqwZKpIAoAli9fjjp16pj8FGa2rF+tfPXVV9i+fbv+/169epl8gow5AgIC0LdvX/z222+4ceMGrl27hsOHD+P8+fO4d+8evv76awQGBirme/jwIb744guzluGK6zM/2LhxI4QQdvnkfXIIjwNKjtgXiByNMZVphTWmOnDgAAYOHIjatWsjMTHRbuXa+1iqRfyjVUxlCa3WP8nll5jK0TGzK+wLRM7GWMm0ghArOXqdWSK/tZecPXsWTZo0wcmTJw3SfX19sXTpUqOd9HjN7boYKxGRDOMk01whTuKx0X5MtdVotX199tlnqFatmrTca9euISEhwejgRODRmyu0rmdhxThJidsYFXSMgUwrrDGQo+7r5Lf4bsKECYq0mJgYl9l/8tv6dBWMgcxnS3spwDZTyl8YJ5lWUOIkV+1HYMt3y2/Xslu2bEFkZCQGDhxoMDjR19cXMTExijfQ3b17F1988QUaNmyI5ORki5bl6vGcq8kvcVIOW2MVW9jjeMRYiXLwDYpks7S0NBw+fFh1VDWgPuLYHq94tUZAQIDqtDFjxqB27dr6/2vXro0xY8YoTi7Z2dlYs2aNQbrswAlA9WZUWlqaNL1YsWL6v5OSkkw+eaSw0GL9auHEiRMYMWKE/v+yZcti8uTJdil78eLFcHOTjy338fHBsGHDULduXTRp0kQRGCxfvtzgya75ZX0SjwMy9twXbKV2jlN7CgeRGsZU/0svTDFVzZo19cepzMxMJCUl4cCBA5g1axYWLVpkkPf48eNo3749Dh48CG9vb5uXbc9jqRbxj5YxVQ5nrn9yPGuOA64QMztiX7AEYx9yFsZK/0svyLGSVuvMEq5w7LfV7t270bFjR9y4ccMg3c/PD8uWLcNjjz1mdH5XuuYmx8mvsZKrYaxEzsA46X/prhAn8dhoG3u01Wi5fa1btw79+/fHypUrjX6PWrVq4cCBA4r0EiVKaF5Psr/8Gie52jbGOInsjTHQ/9ILUwzkjPs6rnBMt9XOnTsNBi/kePPNN6HT6Rxal4KwPguL/BoDydjaXgq4TpspYyoyB+Ok/6UX5DjJFfoRaPHdXO1a1pjDhw+jbdu2Bm+wdHNzw6RJkzBw4EC4u7sDADZs2IBnn30W165d0+c7dOgQBg8ejF9++cWsZblSPEf2v7duj1jFHFrGaq4SKwGMl5yNb1Aks5QtWxbx8fGIjo6WNtrs2rULDRs2xKFDh6Tzh4aGStP37t0rTY+OjjYYed6vXz/rKy9RtGhRFClSRDqtRYsWirTmzZtL8547d87g/5IlS0rzqb2yWS1drZzCLr+s36+//trgKR6zZs0yuOFoC7WTd26NGjWSBiMXLlwwCITzy/okkrHnvmCrihUrStP37Nljt2VQwcGYijGVMR4eHihTpgzat2+Pv/76C++++64iT0JCAubPn2+X5dnzWKpF/KNlTCXj6PVP+YMrHI8cvS+YwtiHtMRYibGSVuvMEvl9/S5btgzNmzdX3MAKCgrCunXrVNdZbq50zU2uLb/vL1pgrERaYZyUf+IkV6hDQWFtW42WMWWpUqWwYsUKbNiwAQMGDEBUVBT8/f1RpEgRhISE4Omnn8bSpUvx3XffScsMCwtzSD3J+VzhWOBq2xjjJLIGYyDGQMY46r6OK6xfW8nethMcHIw+ffo4vC4FYX2SOlf8fe3RXgq4TpspYyrKwTiJcZIr9CPQ4ru52rWsMcOHD1cc3wcOHIhXX31VPzgReFTHb7/9VjH/woULcfXqVbOW5UrxHNmXvWIVc2h5THSVWAlgvORsfIMimeXll1/GqFGjADx6vfAnn3yCr776yiDP/fv38fTTT+PYsWOKgLdhw4bw8fFRHDzWrl2L27dvo3jx4prWXyY2NhYHDx5UpJcuXVqRFhwcLC0j78jwmjVrSvNduHBBmn7x4kVpulo5hV1+Wb8ZGRkG/3fo0MHseefOnYu5c+cCeHSCtDZIrlixovRpGSkpKfDx8QGQf9ZnfjFw4EC7PRFj1KhRFm03pM6cfcFWDRs2hK+vLx48eGCQvnbtWty6dQtBQUF2WQ4VDIypGFNZ4q233sK4ceMU6evXr8cLL7zgsHqYcyzVIv5xdkzlKuu/sHG1mMoVjkfO3hfyYuxDWmKsxFgJ0GadWSI/r9+pU6di6NChyMrKMkgPDw/HqlWrEBkZadflOeKamwwxVnJ9jJVIK4yT8k+c5Ap1KKgsaavROqZs1qwZmjVrpjp9zJgxirTy5csrOsc4O/YtSBgnybnSNsY4iazBGIgxkCW0uq/jCt/NFmfPnlW8XRIAhgwZAi8vL4fXJ7+vT1fDGMg4R7eXAtq3mTKmohyMkxgnuUI/Aq2+mytdy6pJS0vDunXrFOmyQZSAfCBldnY29u7di44dOxpdlqvFc/mFq8VJMo6OVVzhmMg+3QUf36BIFgsICMCECRPQu3dvxbSzZ8/iyy+/VKR7e3ujXbt2ivT79+9Lb9A4Qv369aXpeUegA8D169elefMGOxEREdInUKid4NTSc9etf//+Bk8eUfsUBlqs34Lq/Pnz0vTc668wrs9z585h8ODBiIqKgo+PD3x9fREWFoYuXbpg6dKlVucFHj15b9++fXb5JCUlGZTN44D1zNkXbOXl5SU9x6WmpmL06NF2Ww4VPIyp/ocxlZyvr680/ebNmw6thyOOpa7IVda/KypMMVVhjJlNYexDjsJY6X8KW6ykxTqzRH489gshMHz4cLz22muKG1gNGjTAzp07NelsU1jjRFMYK7n2/qI1xkrkCIyT/scV4yQeG7VjSVuNM2PKjIwM/PDDD4r0Nm3aKNKcHfs6GuMkxx8LXGkbY5xEtmIM9D+MgeS0uq/jCt/NFt988w2ys7MN0vz8/DBo0CCn1Ce/r09rMAZy/O/rrPZSQPs2U8ZUJMM46X8YJzmWVt/Nla5l1SQlJSkGiQKATqeT5ldLv3fvnslluVo8Z0+FKU7KzVmxiiscj9inu+DjAEWy2ldffQU/Pz9F+oQJExQHYgD4+OOPpSfYiRMnYvr06ZrU0Zju3btL09evX69I27BhgzRv3gOsTqdDr169FPn++ecfJCcnK9IXLFigSIuLi0O1atWkyyuowsLCoNPpDD45T3fJrbCv30mTJmHt2rUm823duhU7duxQpFeuXNngaRlar09zf1dLeXp6KtLyPuVAZtu2bahWrRqmTJkCb29vdOjQAW3atEGxYsWwZMkSg1c3W5K3MNLqtzWXvfcFexgxYoT0FeWTJk0y+xy3ZMkSLF682K71ovyBMVXhi6l2795tVr6FCxdK00uVKiVNt+T47IrHUkfRav1rhTGVc2l5PHJ2TGULxj7kSIyVCl+spMU6Awpu+1NaWhqeffZZ6RsCunbtivXr11sUv+S3OJGxknMxVpJjrESOwjjJNeMkV6iDpZx9zNWirUarmDJvZzCZt99+W/rmgddff12RplU9AcZJzuYqcZKW25g1GCeRPTAGKnwxkLPvq7nC+rXW7du38eOPPyrSBwwY4LQHTLGvEmOg3LSIgezdXgq4XpspYypSwzip8MVJWnF2nORq17IygYGB0nS1+mzcuFGabuqcZM94jnGSa9AiVnH2PutqsRLAeMmpBFEuGzZsEAAUn5EjR0rzv/POO9L8b7/9tjT/wIEDpfkBiKeeekps2rRJpKenG8xz+/Zt0a5dO0X+pk2b2lT/7OxsUbVqVUXeChUqiP379+vz7d+/X5QvX16RLywsTGRmZirKPXLkiHB3d1fkf+KJJ8Tt27eFEEJkZGSIESNGSOs6bdo0+Y9jB2rrJzEx0anlVqxY0extzpHr19rvNWrUKBEfH2/y4+/vryg7KChIP71jx44G5fbr108AELVr1xaTJ08W//77r8H01NRUMXHiRFGsWDFpvYcPH+7Q9WnJ72qJ4OBgRbkdO3ZUHDvyioyMFF5eXmLdunWKaWfPnhWnT5+2Km+Opk2bqh7fLP3Mnj3b8hVjAUfus1rUQYt9wR5effVV1d/0mWeeEbt37xbZ2dkG81y4cEHMnDlTxMfHCwBi4sSJmtSNHI8xFWMqYwCIxx57THz33Xfi9OnTimPDrVu3xPjx44WXl5d0OZMnT5aWa8nx2d7HUi3iH61iKq3Wv4w94m/GVM6PqbQ6Hpn722q1L9iKsQ/ZgrESYyVjtFpnBa39SQghkpOTRZMmTaTzv/nmm4rjsDkcec3NWImxkrH9xdntT7ZirETWYpxUMOIkR9chv7f5A/Zvq9Fq+6pTp4746KOPxIEDB0RWVpbBtEOHDokuXbpI69itWzfpd9eqnkIwTrLlU5DiJC23MWsxTiIZxkCMgYzVAXD+fbX80laU1+eff64ox93dXdHeYw1b6sm+So8wBrJ/DKRFe6kQrtlPiTFV4cE4iXGSWh207Efg7DjJkdeytsQ0ERERivnc3d3F9OnTDdqNNm7cKMqVK6fI6+HhoV9HauwZzzFOcn6cpFWs4ux91hVjJSEYLzkLByiSAUuD2Rs3bgg/Pz9Ffl9fX3Ht2jVF/vT0dNG6dWujB3FfX18REREhatSoIcLCwqQHQcD2YFYIIbZs2SLc3Nyk81SoUEFUqFBBtZ4LFy5UXY9vvfWWdB4fHx8RGxsrSpQoIZ1ev359xc0say1btkwRaEZGRkqXW61aNUXeK1euOKxcS4MeLdavVuvLGFnw069fP9X8OSfw3J+goCARGxsrKlasqLotAxClSpUSycnJDlufQmgXzKodQ4oXLy6qV6+u/03+/PNP/TwXL14UAES9evVMlm9J3vzAFfZZe9dBq33BVhkZGdLGl9yfwMBAERMTI6pWrSpKlSqlmM5gtuBgTMWYythxNO98RYsWFZGRkaJmzZoiLCzM6HEsODhY9ThmzQBFRx9LLY1/tChTq/WvVTzJmMo1aHE8svdvq8X+ZQxjH7IFYyXGSqbOf1qss4LY/vTSSy9J5/Xy8jLrpvSMGTMUddQqTmSsZIixkv1jJWe07xrDWImsxTip4MRJWtWhILb5553HXm01WmxfISEh+jx+fn4iOjpaVK9eXXocz/mEhYUZ7Wym1X7AOMk1uEKcpNU2Zi3GSSTDGIgxkLE65M3rjPtqWn03La9l09LSRNmyZRXlqD04wRgt6sm+SoYYA9knBtKivVQI1+ynxJiq8GCcxDjJ1jpY04/AFeIkLbYFe8c0n332mWod/Pz8VI+/OZ9evXoZ/R3sGc8JwTjJFWgVqzh7n3XFWEkIxkvOwgGKZMDSYFAIId59913pPG+88YY0//3798ULL7xgdGc352OPYFYIIb799luh0+ksWvZ7771ndD2mpqaK9u3bW1RmpUqV7Prk5tmzZ9u0ftXqokW5lp4YtVi/Wq0vY+wxQNGcT0BAgNi5c6dD16cQ2gWzM2fONKuOuZ/ScOfOHeHu7i7c3NzE559/bjSYsSRvfuAK+6y966DVvmAPDx48EC+//LLV35XBbMHBmMq8T2GNqawtq2jRomL9+vWqdbV1gKIjjqWuOEDRXutfq3iSMZVr0OJ4lN8HKArB2Iesx1jJvE9hjZW0WmcFsf3J2pjO2PfXKk5krGSIsZL9YyVntO+awliJrME4ybxPfoiTtKpDQWzzt7YcU201Qth/+8o9QNGcT1RUlFlPtNdiP2Cc5BpcIU4SQpttzBaMkygvxkD22S8Lagxk7W9lz/tqWn03La9l1cretWuX6jyOrCf7KhliDGSfGEiL9lJbytW6nxJjqsKBcZJ5n8IaJ5nDEQMUtfpu9t4W7B3TPHz4UNSvX9+qssLCwkw+ONGe8ZwQjJNcgVaxirP3WVeNlYRgvOQMbiCy0TvvvAM/Pz9F+vTp03H16lVFuq+vL77//nssWbIEdevWtXh5QUFBGDx4MCZNmmRVffMaOnQofvnlFwQHB5vMGxAQgJkzZ2Ls2LFG83l7e2Px4sUYOnQoPDw8TJbbrl07bNmyBWFhYeZWu1ArrOu3bt26KFGihEXzNGvWDHv27EH9+vVV82i1Ph8+fKhIK126tMnyTRkwYABatmxp0TwBAQH46quv4O7ujg8++AClS5dGixYt8O233+LWrVtW5yXn0GpfsAcfHx/MmDEDy5cvR4MGDSyat3LlyqhZs6Y2FaN8gTGVUkE957u5WX4Z1rp1a+zYsQPNmze3Sx1c+ViqNVdY/5ZgTOUaCurxyFaMfciRGCspFfRjkxbrzBIFff2qyW9xImMl11BY9xdTGCuRozBOUnKF45Ir1CG/0LKtxlkxpYeHBwYOHIgdO3YgPDzcZH4t6sk4yTW4yrHA2ddXeTFOIntgDKTkCsccLergKvd1XGH9WuLrr79WpDVu3Bj16tVzQm2U2FeJMVBuzt5fTHHVNlPGVKSGcZKSKxyXXKEOWtHqu7natWxeXl5eWLt2Lfr37w+dTmf2fO3bt8eWLVtQtmxZo/nsHc8xTqIc9t5nXTVWAhgvOYWzR0iSa7HmaRVCCDF8+HDpfIMHDza5zJ07d4pPP/1UtG3bVlSuXFkUL15cuLu7Cz8/P1GmTBlRu3Zt0bNnT/H555+LnTt3iszMTLvXXwgh/vvvPzF16lTxxBNPiNDQUOHj4yN8fHxE+fLlxZNPPim++eYbkZKSYrKcvBISEsTHH38s6tevL4KDg0WRIkVE8eLFRdWqVcWgQYPEhg0bLC7THAX5DYq52Wv95oc3KAohRHp6uli3bp34+OOPxZNPPikiIyNFYGCgcHd3Fz4+PqJs2bKiSZMm4p133hF79+61uE72Wp+nTp1SfLdatWqJ9PR0i+skk5GRIaZNmyaaN28uSpYsKTw8PBTLy/20jRwXLlwQX331lWjTpo0oUqSI/gkMW7ZssSmvK3OFfVaLOmi9L9jL7t27xZgxY0S7du1E5cqVRYkSJfTnuNDQUNG6dWvxwQcfiC1btojs7Gyn1ZPsjzEVYypjx7Bbt26J3377TQwbNky0aNFChIeHi6JFiwp3d3fh6ekpSpQoIWJiYkTnzp3F2LFjxbFjx8yqq6XHZ2ccS13hDYparX8tthXGVK7JXsejgvAGxbwY+5C5GCsxVjJ2/svLXuusILY/afWUTS3iRMZKjJW0jpVc8Q2KeTFWInMwTio4cZJWdSiIbf5atdXkZq/t6+TJk2Lq1KmiR48eokaNGiIkJER4e3sLPz8/ERYWJlq1aiXGjRsnzp49a3Ed7VlPxkmuyRXalLQ61tqKcRIxBmIMZIyr3FfT4rtpdS37zz//SPMvWbLErHo5qp452FfJurz5hSNjIK3aS4XIH/2UGFMVTIyTGCfZyhFvUMxNi+9mr21By5jm1KlTYsyYMaJ9+/YiLCxMH6/6+vqKsmXLiqZNm4p33nlH7Nmzx6zvbO94jnGSa3CVNyjmZq99Nj/ESkIwXnIEnRBCgIiIyI6mTp2K1157Tf+/p6cn9uzZg+rVqzuxVoZu3ryJQYMG4c8//0S7du2watUqu+QlIiIishfGVERERETqGCsRERERyTFOIiIiosKIMRARERGRHOMkInIUN2dXgIiICp41a9YY/P/xxx+7VCALAKVKlcLgwYMBANnZ2XbLS0RERGQvjKmIiIiI1DFWIiIiIpJjnERERESFEWMgIiIiIjnGSUTkKBygSEREdpWVlYUNGzbo/4+Pj8d7773ntPr8888/WL58OTIzMw3SU1JSMGbMGABA586dLc5LREREpCXGVERERETqGCsRERERyTFOIiIiosKIMRARERGRHOMkInIkD2dXgIiICpbdu3fjzp07AB69BnzOnDnw8HDe6WbhwoWYPXs2ihUrhvj4eAQHB+PWrVvYtm0b7t27h27duuHll1+2OC8RERGRlhhTEREREaljrEREREQkxziJiIiICiPGQERERERyjJOIyJF0Qgjh7EoQERFpZc2aNVi8eDG2b9+OS5cuISUlBYGBgYiPj8fzzz+PHj16WJWXiIiIqDBhTEVERESkjrESERERkRzjJCIiIiqMGAMRERERyTFOIirYOECRiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiILObm7AoQERERERERERERERERERERERERERERERERERFR/sMBikRERERERERERERERERERERERERERERERERERGQxDlAkIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIii3k4uwKUfxUrVgxpaWkoW7ass6tCRETkEq5evQovLy+kpKQ4uyrkAhgrERERGWKsRLkxViIiIjLEWIlyME4iIiIyxDiJcmOsREREZIixEuXGWImIiMgQYyXH4gBFslpaWhoyMzOdXQ0iIiKXwfMi5cZYiYiIyBDPi5QbYyUiIiJDPC9SDsZJREREhnhepNwYKxERERnieZFyY6xERERkiOdFx+IARbJazhM2zp496+SaEBERuYbw8HBnV4FcCGMlIiIiQ4yVKDfGSkRERIYYK1EOxklERESGGCdRboyViIiIDDFWotwYKxERERlirORYbs6uABEREREREREREREREREREREREREREREREREREeU/fIMiuaTExERkZmbCw8MDlSpVcnZ1yEr8HYmIiLTBc2zBwN+RiIhIGzzH5n/8DYmIiLTBc2zBwN+RiIhIGzzHFgz8HYmIiLTniPMtz+lERET5D9+gSC4pOztb/6H8i78jERGRNniOLRj4OxIREWmD59j8j78hERGRNniOLRj4OxIREWmD59iCgb8jERGR9hxxvuU5nYiIKP/hAEUiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKyGAcoEhERERERERERERERERERERERERERERERERERkcU4QJGIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgsxgGKREREREREREREREREREREREREREREREREREREZDEOUCQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKLcYAiERERERERERERERERERERERERERERERERERERWYwDFO3gxo0bWL58OUaMGIH27dujZMmS0Ol00Ol06N+/v8XlrVq1Cl26dEH58uXh5eWF8uXLo0uXLli1apXZZWRmZmL69Olo3LgxSpUqBR8fH1SuXBkDBw7EsWPHLK4TERERkbUYKxERERHJMU4iIiIiUsdYiYiIiEgdYyUiIiIiOcZJRERERM7h4ewKFATBwcF2KSc7Oxsvv/wyfvjhB4P0y5cv4/Lly1i8eDFefPFFzJgxA25u6mNLk5KS8MQTT2DPnj0G6WfPnsXMmTMxd+5cTJ48GS+++KJd6k1ERERkDGMlIiIiIjnGSURERETqGCsRERERqWOsRERERCTHOImIiIjIOfgGRTsLDQ1FmzZtrJr3ww8/1AeytWrVwoIFC7B7924sWLAAtWrVAgB8//33+Oijj1TLyMrKQpcuXfSB7NNPP41Vq1Zh165d+O6771C6dGmkpaVh4MCBFj29g4iIiMgeGCsRERERyTFOIiIiIlLHWImIiIhIHWMlIiIiIjnGSURERESOwzco2sGIESNQt25d1K1bF8HBwTh37hwqVapkURmnTp3ChAkTAAB16tTB5s2b4ePjAwCoW7cunnrqKTRt2hR79+7F+PHj8fzzzyMiIkJRzty5c7F161YAwKuvvoopU6bop9WrVw/t27dHfHw87t69i6FDh+LEiRPw8OBmQERERNphrEREREQkxziJiIiISB1jJSIiIiJ1jJWIiIiI5BgnERERETkH36BoB6NHj0aHDh1sei34N998g8zMTADApEmT9IFsDl9fX0yaNAkAkJmZiYkTJ0rLyQmIS5QogfHjxyumR0RE4P333wcAnDlzBosWLbK6zkRERETmYKxEREREJMc4iYiIiEgdYyUiIiIidYyViIiIiOQYJxERERE5BwcougAhBJYsWQIAiI6ORoMGDaT5GjRogKioKADAkiVLIIQwmH7q1CmcOHECANC9e3f4+vpKy+nfv7/+bwazRERE5OoYKxERERHJMU4iIiIiUsdYiYiIiEgdYyUiIiIiOcZJRERERNbhAEUXkJiYiCtXrgAAmjZtajRvzvTLly/j3LlzBtNyXgNuqpwyZcogMjISALBt2zZrqkxERETkMIyViIiIiOQYJxERERGpY6xEREREpI6xEhEREZEc4yQiIiIi63CAogs4fvy4/u/o6GijeXNPz3myhi3lXLx4Effv3ze7rkRERESOxliJiIiISI5xEhEREZE6xkpERERE6hgrEREREckxTnokIyMDly5dcnY1iIiIKB/xcHYFCAYBXPny5Y3mrVChgv7vixcv2lyOEAKXLl3Sv2bcUpcvX0ZsbCx0Oh08PDzg7u4OnU4HnU4HAMjKytJP8/b21k/T6XR4+PAhAECn0ymmFS1aFB4eHihWrBg6d+6Mdu3a6cskIiKiwiU/x0qXLl1CXFwcdDodPD09DeIdIQSys7P1sZCHhwd0Oh3c3NwghEB6ejoAwMPDQzGvv78/PD094e3tjVq1aqFLly4ICQmxqo5ERESUf+XnOClnubGxsXBzc4O7uzsA6Nt/MjIy9Pl8fHwM5svMzERmZiaAR7GSm9v/nsEmhEBQUBAqVKiAfv36oXLlylbXj4iIiPK3/BwrXb58Wd+mVKRIEbi5uRncf8tpU5Ldf0tLSwNgeP8tZ/6iRYvq7+UVKVIEdevWRdOmTfX3+oiIiKjwyM+xUs68Qgi4ubkhOztb/8nIyEBGRgays7Ph6elpMD0zMxOpqan6WCqnLtnZ2RBCIDQ0FB4eHsjIyMC1a9cQFhaG8PBw1KlTBxUqVICHhwcCAwPh7e0t/QQGBsLf39+grYqIiIjyn/wcJ9nTzp070aRJE0RGRqJ58+Zo2bIlmjVrhlKlSjm7akREROSiOEDRBfz333/6v/39/Y3m9fPz0/997949TcrJLTw8XHXaxYsXkZmZafCUD3spX748PDw8kJmZiZkzZ6JHjx6YM2cOvL29AQCHDh1CXFycvvMauSZPT0+4u7vzdyIiIpvk91jp2LFjRpdljdyx0o8//og333wTzz//PD799FMcPHgQX3/9NcqVK4eIiAj9p0qVKia/NzkWYyUiIrKVK8dJgHPblc6cOYNNmzbhr7/+Qo0aNey+DNIW4yQiIrIHV46VXKFN6dKlS5g7dy4AoFq1aujduze++eYbFCtWDIGBgQgICECJEiVQpkwZlClTBmXLltX/XaVKFfj6+tq9fmQexkpERGQP+T1WOnXqlNFlWSM1NVUfK927dw9Hjx7F0aNHsXTpUrPLCA0Nxfnz5w3Sxo0bh4SEBJQpUwbBwcEGnzJlyqBYsWJ8WIQdMVYiIiJbuXKcBJiOlXIPmrTF+vXrAQCnTp3CqVOnMGPGDABATEwMnnjiCTRs2BB16tSxy7JkeE4nIiLKfzhA0QXkvEkQeBRQGePl5aX/OzU1VZNyXEHe14IvXLgQ//33H5YuXYqHDx+idu3aKFasGNq2bYtevXqhffv28PDg5uxq7HWhQ0REhRtjJaW8sVJGRgZmzJiBxYsXo2vXrvj7778V8+h0OkRGRiI+Ph7x8fGoW7cuHn/8cT7F1YkYKxERka0YJ8nljpVWr17NAYr5EOMkIiKyB8ZKSnnblHIcOXIE7733HgDg2rVrJsvZtGkTmjRpov//5MmTWLt2LapUqYLY2FiEhISwk72GGCsREZE9MFZSUouVLBEQEKBIW7t2LdasWaM6j4+PDypWrIgBAwbg3XffNZh27do1BAcHM7ayAGMlIiKyFeOkR3IGKOZ14sQJnDhxAl999RXatGmDlStXajKIkOd0IiKi/IcjulxAzlsBASA9Pd1o3rS0NP3fPj4+RsvJ/b8l5eR29uxZ1Wnh4eFITEw0Wl97WrlyJT799FO0bt0a2dnZSE5OxoIFC7BgwQIEBwejX79+GDp0KEJCQhxWJyIiItIeYyXzXb9+HdOmTZNOE0IgISEBCQkJ+OWXX1C2bFlcvnzZofUjIiIi+3LlOAlwjVhp5cqVeOeddzRfDhEREbkeV46VXCFOskWlSpUM/t+4cSOGDBmi/z8wMBBVq1ZFbGwsYmNjUaNGDdSuXRuBgYGOrioRERGpYKxkH56enoiLi0NoaCju37+PihUrKvLcuXPHaBmpqak4efIk7t69a5Cenp6OkJAQ+Pr6IjIyElFRUYiOjkZUVJT+Y6p9joiIiCznynESYDpWsgdz31i9evVqVK1aFcuWLUNkZKRdlk1ERET5FwcouoCiRYvq/zb1au779+/r/877yu+85RgLZo2VY4lSpUph3LhxEELY7QMAmzdvxsOHD7Ft2zaDun722WeoVasWunXrhtWrV+sb8a5fv45x48Zh4sSJ6NevH4YPH46IiAirvxcRERG5jvwcK5UsWRJffvmlXWMlIQT27duHjIwM+Pj44M8//zRoqMyJp0aOHInY2FicOXMGp0+fxtGjR3Ho0CF942mLFi0UT1t9/vnn4evri65du6Jx48Z8QzUREZGLy89xEvC/diV7mjp1Kvbs2aP/f9u2bUhLS4OXlxeEEMjKymKMQ0REVEjk51ipVKlSRtuUsrOzjbYdGZu+a9cuVKxYEcnJydiwYYPqm4L8/f0xfvx4VKtWDdeuXTP4lCtXziBv3o5xd+7cwY4dO7Bjxw6D9KZNm2Ljxo1WrxciIiKyn/weK3311Vdwc3Oz+0cIgczMTDx8+BCJiYk4fPgwtm7dir1790rrkp6ejv379yMpKQnTp09H+/btFXmWL1+Oq1ev4vr167h+/TquXbtm8PelS5dw/vx5hIWFGcx36dIlZGdn4969e9i/fz/2799vMN3NzQ2RkZGoWbMmPv30U/aTIiIispP8HCfZi4eHBy5duoRDhw5h/fr1+Oeff7BlyxaD/kk5Tp06hWrVquH7779Hn+u+aDMAAQAASURBVD59nFBbIiIichXsjeMCypcvr/9b7SZgjosXL+r/zvv66rzllCxZ0mQ5Op3OYD5L+fv7o3///lbPr+att94CAGzZsgUtWrRAZmYmgEdP5ZgxYwZWrlyJjIwM/PPPP5g9ezaWLVuGjIwMZGRk4Pvvv8ecOXMwePBgfP3114qO90RERJS/5OdYqWjRonj++eetnt8c48aNw8svv4yVK1capH/22WdYuXIl3n//fX1aeno6jh07hn379iEqKsogf0pKCn7++WdkZGRgypQpKFmyJHr27IkXXngBNWvW1PQ7EBERkXXyc5wEaNOu9PTTTxu8mScjIwNHjhxBtWrVMHDgQADA7Nmz2V5ERERUCOTnWMnf3x8DBgywen5zZWdnY+PGjfjyyy+xevVqg2n37t3DoEGD8Nlnn+H99983Gj/17dsXUVFROHnyJI4dO4Zjx47hwoULinwBAQGKtPfeew9+fn5o1qwZ6tWrBy8vL9u/GBEREZmU32MlR3R+b9asGQBg3rx56NevHwCgePHiuH37tiLvhQsX8MQTT6B379747rvvUKJECf20UqVKoVSpUkaXlfNgrdyys7PxxBNPICEhAYmJicjOzlZMP3nyJE6ePIkvv/zSYNq2bduwbt06NGjQAPXq1UOxYsXM/dpERESFXn6Ok+zJ3d0dtWvXRu3atfH2228jPT0de/bswa+//orJkycb5E1PTze4P0dERESFEwcouoCqVavq/z558qTRvLmnx8TEGC3HWEfynHIqVKgAPz8/S6rrEFevXkVWVhYiIiLw9ttv44svvtBPW7VqFXbv3o169eqhQ4cO6NChA65fv45vvvkGU6dOxd27d5GZmYn09HR2NnOynN/R3d0dZcuWdXZ1iIgon2KspJT7HBsSEoLly5dj+PDhGD9+vD5PZmYmunfvjoMHD6JixYoAAE9PT9SqVQu1atVSlLl//36D2CkpKQmTJ0/G5MmTUbt2bbzwwgvo27evSzypraBgrERERLZinKQUEBCA+vXr4/Lly8jKysLVq1exd+9efPDBB1izZg0AIDY2Fu+8846Ta0rGME4iIiJ7YKyklPcc6+bmhubNm+PPP//EkSNH4O7uruh49+GHH+LOnTv44osvVO+7xcXFIS4uziDtv//+w4kTJ3D06FHs27cPe/bsweOPP26QJyMjA5MmTcKDBw8AAD4+PmjRogU6duyIDh06ICQkxI7fvuBgrERERPbAWElJ7Rxbp04d9O7dG7/++iuWLl0KLy8vjBs3Dn/88YeijPnz52PLli349ddf8dhjj5m9bJ1OBw8Pw258ERERWLFiBQAgLS0NZ86cQUJCAhISEnDy5EkcPXoUR48ehZ+fn2JAxOLFizFhwgR92TExMWjQoAEee+wxNG3aFBEREQW2TxVjJSIishXjJDlPT088/vjjqFGjBv7880+4u7vr78VVrVoVTz31lF2Xx3M6ERFR/uPm7AoQUKlSJZQrVw4AsGnTJqN5N2/eDAAICQlBWFiYwbRGjRrp/zZWzrVr13Dq1CkAUNwIdBUPHjzA/fv38eDBA3z00UcoXbq0wfS8T/4KDg7G2LFjceHCBYwcORJly5bFyJEjDfIIISCE0Lzu9D+5f0ciIiJrMVZSynuOvXjxIoKCgvD2228b5EtJScGzzz6rfxu1MS1atMDNmzfxyy+/oGvXrvD29tZP279/P1577TWEhITgzTffRGpqqn2/UCHFWImIiGzFOEkuJiYGvr6+8PHxAQCcOXMGL730kn768OHDsXHjRifVjszBOImIiOyBsZKS7Bw7efJkTJ06FVevXkVmZiZ69eqlmG/cuHEWP+ChaNGiqFevHp5//nlMmTIFu3fvxvDhww3yHDhwwKAuqampWLFiBV555RWUL18etWvXxqhRo3Do0CHe48uFsRIREdkDYyUltXNs1apV8fPPP+PChQto1KgR6tati99//x27d+9GfHy8opwLFy6gcePG+Oabb+wWw3h5eSE2NhZPP/003n//fcydOxf79u3DvXv3sHfvXsVgwx07duj/FkLg+PHj+PHHH/HSSy8hMjISoaGh6Nu3L5YtW2aX+rkSxkpERGQrxknG+fv7IzIy0uBe3Llz5+zel4jndCIiovyHAxRdgE6nQ6dOnQA8egrGzp07pfl27typf0pGp06dFI1LkZGR+idw/Pbbb6pB2Zw5c/R/d+nSxdbqa0YIgatXr+Kvv/7CoEGDDKYtXboUV69eVcwTGBiIUaNGITExUTGocdasWWjTpg3Onj2rab2JiIjIvhgrGTdjxgzExMTgvffeQ6NGjdC1a1eD6du3b8dXX31lVlkBAQHo1asX/vjjD1y9ehVTp05FnTp19NPv3r2L1atXGwxeJCIiIudhnCSXc9M4x7///otu3brpH2YlhMBzzz2H5ORkZ1SPiIiIHISxknm6dOmif/vhuHHjMH/+fHz99deKfF999ZXZbUzmqlevHhITEzF79mz069dP8TT8AwcOYPTo0ahZsyZOnDhh12UTEREVdoyVLJe3zalu3boIDw+X5s3KysKwYcPw6quvmvUgUWsVKVJEWod58+Zh/vz5GDx4MOrUqaN4O+OlS5fw008/Yf369Yp5Hz58qFl9iYiI8gPGSab17dvX4Ps+ePAAW7Zs0f+/du1a7Nu3zxlVIyIiIifiAEUX8cYbb8Dd3R0AMGTIEMWTJFJTUzFkyBAAgIeHB9544w1pOTlvzUlOTsa7776rmP7vv/9i7NixAICIiAiXDWYrVaqE3377DU2bNkXfvn0RHh6uf9IGAGRmZhoE5Xl5eXkZ/H/lyhW88847WLt2LeLi4vDVV18hKytLq+rT/6tUqRKqVKmCSpUqObsqRESUzzFWMpT7HBsYGKhvxPziiy/www8/KG5Ejh49GomJiRYto1ixYhg0aBD27NmDAwcO4IUXXoCXlxeGDh2qaFRdsmQJ36poBcZKRERkD4yTDHXr1g1ffPEFzpw5g3PnzgF49AZFAPj444/RvHlzAMDly5fx8ssv8008LopxEhER2QtjJUOyc2z58uWxZcsWzJ8/H3369IFOp8OwYcMwZ84cuLkZ3kp+++23sXDhQrvWKSwsDP3798ecOXPwf+zddVxU2f8/8NfQIQi2oCLYCnZ3FwbmmivmGh+71lpd7GAtdNcWc+3GVhAsFFtKUVkLAxQUpIb7+8Mf9+tlQBFmuAO8no/HPJx7zo33zJ3de7j3vM958eIFbty4gdmzZ6N69eriOqVLlxY79CXz8PDAqVOnEB8fr9Z4sgO2lYiISF3YVpL62WusIAhwcHCAhYUF8ufPj0aNGqms888//8DR0RFRUVHqDve77Ozs0KdPH6xevRo3btxAVFQUvL29sWDBArRq1Ursg5V8ryxZWFgYLC0t0bZtW6xevTpbDgLPthIREakD20nf5+zsjHz58onP4gDAx8cHgiBgyZIlaNOmDfr06ZOpvkS8phMREWU/CoG9cDLNx8dH7OgEAO/fv8fkyZMBfJ1ue8iQIZL1nZ2dU93PtGnTsGjRIgBAtWrVMHXqVJQqVQohISFYvHgxbt++La63YMGCVPehVCrRpEkTXL58GQDQrVs3DB06FJaWlvD19cXcuXPx9u1b6Ojo4Pjx42jXrl2GP3dyx3dN3Yw6ceIEOnToAOBrYz8yMhJbtmwR621tbfH48WOVh6Op8fX1Rffu3fH8+XOxrEWLFti+fbvKaKxEREQZpelrY3bFtpJmfw+CIKBt27YoV64c5s6di7x58+LatWuoX7++pMN9+/btcfz4cZXkwp/x/v17mJqaSgaOuHXrFmrUqIHChQvj999/x2+//SapJyIiSsa2kqrc2k4CNPd76N27N/79919JmbGxMaKjo6FQKPDy5UtUqVIF4eHhAIADBw6ga9euao2BiIgoI9hWUpVb20ra9FtYunSpSuc5ExMTXL9+XZx1UZNevHiBI0eOwMjICIMHD5bU1ahRA7du3YK5uTk6dOiArl27om3btjA1NdV4XERElLW06dqoTdhW0p7fQ2RkJAICAlCrVi24uLjAxcVFZZ1atWrh9OnTsLS0lCFCVfHx8fD19UWVKlVgZmYmlm/ZsgWDBg2SrGtvb48ePXqgR48eKoNGEBGR/LTx2ii33NpOArL29zB58mQsW7ZMXG7RogU8PDzQsGFD3LhxA8DXBM2lS5dqPBYiIqK0sK2UxQTKtAEDBggA0v1Ki1KpFAYNGvTdbQcPHiwolcrvxvPu3TuhVq1aae7D0NBQ2LBhQ6Y/t62trWBra5vp/aQlIiJCaN26teDi4iL4+voKV69eVfksV65cSff+oqKihNGjRwsKhULcvmDBgoKHh4fGPgMREeUumr42ZldsK2leYmKiStnIkSNVPtuJEyfUfuyU57do0aLCqlWrhC9fvqj9WERElL2xraQqt7aTBEFzv4fZs2cLNWrUUIn95cuX4jp79+6VtF0+fvyo9jiIiIh+FttKqnJrW0lbfgtXr14VjI2Nhbp166p81rJlywqRkZGyxfbs2bNUz4GRkZHg5OQk7N+/X4iNjZUtPiIiUi9tuTZqG7aVtNfevXsFIyMjle+gWrVqwrt37+QO77vWr18vFCtWLM3zWKlSJWHOnDnCgwcP5A6ViIj+v+xwbcxqubWdJAhZ+3s4dOiQ5HOYmpoKCQkJgr+/v2BoaCgAEHR0dAQ/P78siYeIiCg1bCtlrR9PPUdZRkdHB5s2bcKJEyfQuXNnWFlZwcDAAFZWVujcuTM8PDywcePGH84YWKBAAVy5cgVr165Fw4YNkT9/fhgZGcHOzg5Dhw6Fn5+fyggg2sjS0hKnT5/GrFmzUKtWLdSpUwfly5eXrHPgwIF078/MzAyrVq3ChQsXYGVlBQB49+4d2rdvj1mzZiEpKUmt8RMREZF6sa2UNl1dXZWyBQsWoEiRIpKy6dOnq73NM2rUKHTv3l1cfv36NcaMGYMyZcpg586dklkciYiISDPYTvo/c+bMga+vL4yMjCTl346U2717dzg6OgL42naZMWNGlsZIREREWYttpZ8XGRmJjh074suXL7h27Rrq1q0rqQ8ODsbo0aNlig4oVKgQDh48iP79+8PCwkIsj42NxeHDh9G9e3dYWVlh1KhRePXqlWxxEhERZQdsK6lfjx49sH79epXv7Pbt22jevDnev38vU2Q/NnToUPz333+4e/cuFixYgDp16kjqHz58iDlz5mDo0KEyRUhERJR12E76vpT3i6KjoxEYGIgKFSpgzpw5AICkpCRMmDCBfYeIiIhyCYXAqz5lkCanO/3w4QOUSiV0dXVhaWkpls+aNQvz5s0Tl21sbPD06VMoFIqf2v/79+/h7OyMEydOiGUdOnTAjh07kDdv3sx/AAKQ9nkkIsqpOBU4fUuOtlKy2NhYhISE4ObNm3B2dpbU7d69G7169VJ7TPfu3cOff/6JgwcPSsrr1q2LFStWqDzAJLaViCj3YVuJvqXptlK7du0QHByMDx8+AADc3d3x66+/iuuEhoaiYsWKiImJgYODA27evAkDAwO1x0IZw3YSEeVGbCtRMjnvKX1r586dcHZ2RuPGjXHw4EG0aNECfn5+knUOHjyILl26qD3OnxEfHw9PT08cOnQIhw4dwps3b8Q6PT09vH79GgUKFJAxQvVjW4mIchu2k+hb2tJWSo+7d++icePGiIqKkpTXrl0bAwYMQPfu3VGoUKFMH0fT/vvvPxw4cAD79u3D1atXAQB//fUXxo8fL64jCAI2bdqEDh06qAygmtXYViKi3IZtJfpWVv0ePnz4gNevX6Nhw4biszjg6/2kPn36ID4+Hvb29nj06BEA4NChQ3BycvrpY/CaTkREmcW2UtbiDIqklSIiIhAeHo6IiAhJebdu3STLoaGhuHXr1k/vv0CBAjh27BiWLFkijl5y7do1REZGZjxoUpHWeSQiIqLM+d411sPDA/b29mjbti2cnJxQsWJFSf2sWbOQmJio9pgqV66MAwcO4Pbt22jfvr1YnjzK/sWLF9V+zOyObSUiIiLNiIiIgI2NjeRh5evXryXr2NjYYOnSpdiwYQNu3brF5EQtw3YSERGRZvzMNbZv3744f/48Dh06hLx582L//v0wNzeXrPPbb7/h7du3mgo3XQwMDNC6dWv8/fffePnyJU6fPo0+ffrA2NgYjo6OKsmJFy9exMuXL2WKVj3YViIiItIMdV9jq1Spglu3bqFEiRKScl9fX4waNQq2trZwdXVVy7E0qUSJEhg/fjyuXLmC58+fY8WKFejRo4dknZs3b2Lo0KGwtrZGmzZtsG/fPsTHx8sSL9tKREREmhcREQFdXV1YW1tLyu/evQvg6/2apUuXiuVTp06FUqn86WPwmk5ERJS9MEGRsoWoqCjcvHkTVapUQalSpSR1hw8fztA+FQoFJk+ejFOnTqFQoULYt2+fyk1BIiIiouxm9erVCAkJwYsXL7Bo0SLJ7NMA8PjxYxw4cEBjx69atSpOnDiBU6dOoUKFCgCAatWqoXHjxho7JhEREVFK+fLlkyynTFAEgJEjR2LIkCHQ09PLqrCIiIiIspXGjRuLSYklS5bE6tWrJfXv3r3DsGHDIAiCHOGp0NXVRevWrbFz506EhYVhxYoVkvq4uDj88ssvsLGxQefOnXHs2DGNDORFRERElKxUqVLw8vJC8eLFVepiYmKy3aBZxYoVw9ixY1GsWDFJ+e7duwEASUlJOHPmDHr27Alra2tMmjQJAQEBcoRKREREWaBy5cqS5eQERQDo1KmT2FcoODhYbC8QERFRzsUERdJ6jo6OsLS0RLNmzaBUKtGlSxdJ/cmTJzO1/1atWuHJkydo2rSppPzLly9ISkrK1L6JiIiIstqqVatgYGCAJk2aoG/fvnByckLNmjUl6yxZskTjHcfatGmDe/fuwc3NDatWrYKurq6kng8jiYiISBMOHTqEhQsXIigoSFKeWoIiEREREf2cnj17qsxIeOTIEbi7u8sUUdrMzc1RsmRJSdmePXvw7t07KJVKHD16FJ06dUKJEiUwY8YMhISEyBMoERER5XglS5bEmTNnkD9/fpW69+/fS5YTExO1ZvCHnzFs2DDMnDlT0v56//49XF1dUbFiRTRs2BDbtm1DXFycfEESERGR2rVo0UKy/G2CokKhgIuLi7js4uLCgaKIiIhyOCYoktbLkycPkpKS8PnzZ9y/fx/t27eX1Pv5+eHNmzeZOoapqalkWRAE9O/fH126dEFUVFSm9k1ERESUlcqUKYMbN27g4sWLsLe3h0KhwNSpUyXr3Lp1CxcuXNB4LHp6ehg1ahQaNmwoKb9+/ToqVaoEZ2dnfPjwQeNxEBERUe7x8OFDXLx4ES9fvpSUpydBMSgoCI8fP9ZUaERERETZ3pIlS1Q60QPAxIkT8e7dOxki+jnNmzfHrFmzYGVlJZa9fv0aCxYsQOnSpdG6dWt4eHhwAFMiIiJSu/Lly8PDw0Olf5KLiwsOHjwoLq9cuRJ169bFpUuXsjrETClfvjzmzp2LkJAQnDt3Dr169ZLMDnn58mUMGDAAAwcOlDFKIiIiUrdSpUpJlsPCwhAeHi4uN2nSBM2aNROXnz9/nmWxERERUdZjgiJpvcaNG6Ny5coYOXIkTExM0KBBA+TJk0eyzunTp9V6zIULF+LAgQM4evQo6taty1FTiYiIKFupXLkyFAqFuNylSxeVm4JLly7N6rAAAEqlEqNGjYIgCHB3d0elSpVw7NgxWWIhIiKinOfbjk/f+l6C4uvXr9G1a1dUqFABM2bM0FRoRERERNnepEmT4OTkpNLmioiIwJQpU2SKKv2KFSsGFxcXhIaG4vjx43BycoKenp5Yf/bsWTg6OqJRo0bZcuYiIiIi0m61a9fG/v37oaMj7a7Xv39/3L17FxEREZg3bx58fX3RtGlTPH36VKZIM05HRwctWrTA7t278erVK6xYsQKVKlUS6wcMGCBZXxAEtruIiIiysaJFi0rurQDAo0ePJMsLFy7Etm3b4O/vD1tb26wMj4iIiLIYExRJ640cORJ3797FmjVrUK5cORgYGKBly5aSdU6ePKnWY9aoUQMWFhYAgICAANSpUwdeXl5qPQYRERFRVtHV1cWECRMkZadPn8a9e/eyPBaFQoHhw4fD3NwcwNeEgE6dOqF///6IiIjI8niIiIgoZxkyZAjc3d0xbdo0Sfn3EhQtLCxw+fJlCIKA/fv3q8y+SERERERfmZiYYP/+/fD19cUvv/wiqdu6dWu2eZamp6cHR0dHHDp0CM+fP8fixYthZ2cn1jdq1Egy+BcRERGRurRt2xaurq6SspiYGDg5OSEoKAjFihUDAPz666/ZvgN//vz5MXbsWNy/fx8+Pj4YO3YsWrVqJVnn0KFDqF69OrZs2YIvX77IFCkRERFllK6ursqA6UFBQZLlOnXqoH///iqJjERERJTzMEGRtF5qDwDbt28vWT5//rxaR9Rq06YNbty4gfLlywMAwsPD0bJlS2zbtk1txyAiIiLKCiEhIejQoQOePn2KggULSurWrFmT5fHo6OhgyJAhePjwIdq1ayeW79ixA5UqVcLRo0ezPCYiIiLKOfLly4eiRYuqdOCKjo7Gp0+fUt3G2NgYw4cPBwAkJSVhy5YtGo+TiIiIKLvS1dVFlSpV8Ndff4kDUCUbOnQoEhMTZYosY4oUKYIpU6YgODgYhw4dQrNmzfC///1Psk5kZCRWrlzJTvNERESkFmPHjsWgQYMkZc+ePcPSpUtx+/ZtbN68GS4uLirbubu7IyoqKqvCVBuFQoEGDRpgxYoVKrNHrlq1Cnfu3MGgQYNQvHhxzJ49G+Hh4TJFSkRERBmRPBlMsuDgYHkCISIiItkxQZGypZQzKL579w4BAQFqPUbp0qVx7do1tGnTBgCQmJiIAQMGYMmSJWpNhiQiIiLSlKioKNSoUQMnTpzAypUr0bNnT0n9jh07EBkZKUtsxYoVw4kTJ7B161bxZmVYWBg6d+6Mfv36cTZFIiIiyhRLS0uVsu/Nojho0CBxkKxNmzYhKSlJY7ERERER5QRWVlaYN2+epOzRo0cqM1lnF7q6unBycsKFCxfEmYuSrVixAuPGjYOdnR1WrFjBREUiIiLKFIVCgbVr16J+/fqS8kOHDmHt2rUYOHAgSpQoIanz9PSEs7MzSpUqhe3bt2dluBoTHR0taVeFh4fDxcUFJUqUwPjx4/HixQsZoyMiIqL0qlWrlmT5RwmKQUFBuH79uiZDIiIiIpkwQZGyFaVSiaioKJQsWTLVm3HqljdvXhw/fhwjR44Uy6ZOnYrx48ezoxoRERFpPXNzc3HE90KFCqFJkybQ1dUV62NiYmR9iKlQKDBgwAA8fPgQjo6OYvnOnTvRu3dv2eIiIiKi7M/Q0BAmJiaSsu8lKNrY2KB169YAvo5Yf/HiRY3GR0RERJQTjBw5ElWrVpWUrVu3Ls2Zq7OjL1++YOXKlQC+Dq41fvx42NnZYdmyZTnqcxIREVHWMjQ0xJ49e5A/f35J+aRJk3Djxg2V9WfNmgUAeP/+PRISErIkRk0zNTXF9evXce3aNfTp00d8hhkTE4MVK1bAzs4OgwcP5ixMREREWq5y5cqS5bSu3Z8+fYKjoyPKly+PkSNHcqIYIiKiHIgJipQthIaGon379sifPz+mTJkChUKBJk2aSNbx8vLSyLH19PTg5uaG+fPni2UrV67EggULNHI8IiIiInWaPn06XFxcEBgYiB49eqBz586S+r///lv2m35WVlY4duwY3N3dYWFhAT09PSxatEjWmIiIiCh7evPmDW7cuIHr16/DzMxMUhceHv7dbQcPHiy+37dvn0biIyIiIspJdHV18ddff0nKPn36hCVLlsgUkfoZGxvDy8sL3bt3F8vCwsIwefJk2NjY4M8//0RERISMERIREVF2VaxYMZWBRBMSEtC3b19ER0dLyt3d3dGrVy9Uq1YNAwYMyMowNa5OnTrYuXMnQkJC8L///Q9GRkYAvn4XmzdvRoUKFfDkyROZoyQiIqK0lC1bVrL86NGjVCeAyZMnD8LCwgAAt27dwuXLl7MkPiIiIso6TFCkbCF//vw4c+YMIiMj4ePjAwBo2rSpZB1PT0+Nda5XKBSYPn06Nm/eDF1dXdjb22PUqFEaORYRERGROpmYmGDWrFnIkycPAGDEiBGSen9/f1y5ckWO0CQUCgV+/fVXPHz4ENu3b0e1atUk9Zy9moiIiNLjypUrmDFjBubPn6/SfvhRgmL79u1hbGwMADh8+DCUSqXG4iQiIiLKKZo1a4aOHTtKylxdXfHy5UsAkH1gLHVwcHDAvn37cO/ePXTr1g0KhQIA8OHDB8yZMwc2NjaYNm0aIiMjZY6UiIiIspt27drh999/l5Q9evQIkydPlpTZ2dlh9+7d8PHxEWcaTLZ48WKMGjUK79+/13i8mmRjY4PVq1cjNDQU06dPR968eQEArVu3hp2dnczRERERUVrKlCkjWf7y5QtevXqlsp5CocC4cePE5ZUrV2o6NCIiIspiTFCkbCFPnjyoVq0aChcujAoVKkCpVKrMoPj27VsEBQVpNI6BAwfi+PHjOH36NCwtLTV6LCIiIiJNaN68ucrNwZSjs8rJysoKvXr1kpQlJCSgRYsWcHNzyxGd2oiIiEhzDA0NxfcGBgaSuh/NbGNqaoo2bdoA+DoT49WrV9UfIBEREVEOtHjxYklH+S9fvmDWrFm4f/8+atSogYCAABmjUx8HBwfs378fDx8+xK+//ip+5s+fP2PNmjWIj4+XOUIiIiLKjubOnYu6detKyv7++2+cPHlSZV0TExPJ8qtXrzB37lysXbsWFSpUwKdPnzQaa1YoVKgQ5s+fj//++w+LFi3CnDlzJPVJSUkYPXo0bty4IU+AREREJFG0aFFxBuRkoaGhqa7bs2dPFClSBABw8OBBvHjxQuPxERERUdZhgiJlG2fOnMHr16+xb98+6Orqws7ODtbW1pJ1rl27pvE42rZtCysrK0nZ+/fvxZFgiYiIiLTZly9fVNoye/bsQVxcnEwR/dicOXPg6emJ0aNHw8nJ6YezHxEREVHuVbZsWfz666/49ddfxQecydLThujatav4/sCBA2qPj4iIiCgnqlChAoYOHSop27p1K9q2bYvbt2+jTp068PPzkyk69atQoQLc3d3x+PFjjBw5EgYGBpg6dSoKFiwod2hERESUDenp6WHbtm0qyYeDBg364f2sW7duie9/+eUXmJmZaSRGOZibm2Pq1KmoU6eOpPzIkSNwc3ND7dq10bVrV/j7+8sUIREREQFfZ0a0sbGRlD148CDVdQ0NDfHbb78B+DrogLu7u8bjIyIioqzDBEXKNiwtLaFQKMRlhUKhMoJYViQopvTp0ye0b98eDRo0wKNHj7L8+ERERETp9eDBA1SsWBFeXl6S8o8fP+L48eMyRfV9giAgNjZWXD569CiqVKkCHx8fGaMiIiIibVW6dGn069cP3bt3R/HixSV16UlQ7NChA0xMTNCkSRNUqFBBU2ESERER5Thz5sxBnjx5xGVBEBAVFQUAKFeuHCpVqiRXaBpTsmRJrFmzBsHBwRg3bpykLiIiAi1btsSFCxfkCY6IiIiylTJlysDV1VVSFhYWht9++w2CIKS5XYcOHRAcHIwRI0aozDQoCEKO7Me0efNm8f2hQ4fg4OAAZ2dnPHv2TL6giIiIcrmSJUtKli9evJjmugMHDhT7gm/ZsuW7bR0iIiLKXpigSNlaylGyrl+/nuUxjBs3Djdu3EBoaCgaNGiA27dvZ3kMREREROlhZ2cnvv924AcA2LZtW1aHky4KhQKurq44duwYChQoAAB4+fIlmjZtiuXLl/NGJREREaXJ3NxcshwREfHDbSwtLREREQFPT08MGzZMU6ERERER5TiFCxfG1KlTJWWfP39Ghw4dsH//fhgZGckUmebZ2NjA1NRUUjZ//nycP38eLVq0QIcOHTizDxEREf3Qb7/9hnbt2knKDhw4gL179353OysrK6xdu1Z8jpbs5MmTKFeuHIYMGYKwsDC1xyuXAwcOYO3atShatCiA/5t9qWzZshgzZgw+fPggc4RERES5T8oExbt376a5ro2NDVq0aAEACAkJgbe3tyZDIyIioizEBEXK1lImKN6/fx/R0dFZGsO8efPg4OAAAHj37h2aNGkCT0/PLI2BiIiIKD1MTEywYsUKtG7dGvPmzZPUeXh44P379zJF9mMdOnTA3bt30bRpUwCAUqnEhAkT0LNnT3E0fiIiIqJvmZmZSZbTM4MiABgaGmoiHCIiIqIcb8KECbCyspKUffnyBTY2NpKyjx8/4v79+1kZWpZSKpW4cuWKuHzixAk4ODhg+PDhOSo5gIiIiNRLoVBg06ZNyJ8/v6R8zJgx6Rp461sJCQmYOHEiBEHApk2b4OXlpc5QZWVgYIARI0bg8ePHWLRoESwtLQF8/cyrV6/Gr7/+iu3bt+Pz588yR0pERJR7pExQNDY2/u76gwYNEt9v2rRJEyERERGRDJigSNmKl5cXBg4ciDJlyuDKlSuoUaMGdHV1xXqlUgk/P78sjalo0aLw8vJCgwYNAACfPn1C27ZtceTIkSyNg4iIiCg9nJyccOrUKfzvf/+TjFyfmJiIPXv2yBjZj1lZWeHs2bP4/fffxbL9+/ejdu3aePjwoYyRERERkTbKyAyKRERERJRxJiYmmD59uqTs/PnzuHz5sriclJSEfv36oU6dOti2bVtWh5gldHV1cfnyZbi7u8Pa2hrA18+9bt06lC5dGi4uLlk+4CoRERFlD0WLFsXff/8tKXv79i0mT578U/sRBAGDBw+Gubk56tevj549e6ozTK1gYmKCqVOn4smTJ5g+fTpMTEwAAHFxcdi3bx8HhiAiIspCKRMUfzTQuJOTEywsLAB8nR35y5cvGoqMiIiIshITFEkrFS1aFMWKFUPRokUl5cHBwdi6dSseP34MHx8fmJqairMXJrt+/XpWhgoAsLS0xJkzZ9C+fXsAX292de3aFVu2bMnyWLRJWueRiIiIMicz11iFQgGFQgFzc3M4OTlJ6vbt26emCDVHT08PCxcuxJEjR5A3b14AQFBQEDZs2CBzZD+PbSUiIiL1e/LkCZo0aYLGjRvj8OHDkrr0zqCYTBAEPHv2TH3BUbqxnURERKQZWXGNHTx4sMr+586dK75fv349Tpw4gS9fvmDixIn48OGDxmKRk46ODn799VcEBwdj3rx5yJMnDwAgOjoas2fPRpkyZbBt2zYIgvDT+2ZbiYiISDO05RrbvXt3dOrUSVK2efNmXLx4Md37MDAwwKRJk/Do0SNs3boVCoVCUr9x40bcuHFDLfHKzcLCAvPnz0dISAj+97//4f3796hevToaNWokd2hEREQ5Vsp2U8oExf/++w9KpTLN7Y2NjdGrVy+0a9cObm5u6ToGERERaT8mKJJWMjExgampqTi6VbKGDRsC+HojLblTWZ06dSTryJGgCHyN+fDhw+jXrx+AryOhDho0CEuWLMnQw8WcIK3zSERERJmjrmtsr169JMuXLl3CmzdvMrXPrNKpUyf4+fmhSpUqqFWrFhYvXix3SD+NbSUiIiL109XVxcuXL/H27VvExcVJ6sLDw9N9j2bKlCkoWLAgbG1tfzqxkTKP7SQiIiLNyIprrJGREaZMmSIpO336NHx9fQEAzs7OGDp0KBQKBXbt2gVLS0uNxaINTExMMGPGDISEhGDkyJHQ1dUFALx+/RpjxozJUFuTbSUiIiLN0JZrrEKhwJo1a2BmZiYpHzZs2E/PLlSoUCGUKVNGUvb06VOMGjUKtWvXxtChQ3NMn6YiRYpg9erVuHv3LhYtWiQ5j0qlEs7OzvDy8pIxQiIiopwjZbspZYJiQkICXr9+/d19rF27Fh4eHnB2doaxsfEPj0FERETajwmKlK2UL18ePj4+iIyMFDuh161bV7LOtWvX5AgNAKCvrw93d3eMHTtWLJs6dSoOHDggW0xEREREabGxsRE7RQFfZwk6dOiQjBH9nFKlSuHq1as4evQoDA0NJXU55WEqERER/RxjY2OUKlUKFSpUQPHixSV1CQkJiI6OTtd+EhISxM7iyZ3piYiIiCh9hg0bhkKFCknKkmdRNDIywvr163Hnzh20atVKsk5SUlKOvadTqFAhrFmzBg8ePEDnzp0BAPPnz0eBAgVkjoyIiIi0UbFixbBw4UJJ2ePHj7FgwYJM73vVqlWIj48HAOTPn19ldsXsrmTJkrCxsZGU7dixA+7u7mjatCk6deqEgIAAmaIjIiLKmQoXLgwjIyNJ2blz5767TU5rgxARERETFCmbUSgUaNCggaQhm3IGxZcvXyIsLCyrQxPp6Ohg+fLlmD9/PgCgS5cu6NKli2zxEBEREaXlyZMnUCqVkrL9+/fLFE3GGBsbo0iRIpKygIAA1KhRAw8fPpQpKiIiIpJLoUKF8PjxY/j7+2P58uUq9emdoebbAbHkHAyLiIiIKDsyMTHBpEmTJGXHjx/HrVu3xOXKlSurbPfHH3+gf//++PTpk8ZjlEv58uVx+PBheHp6Yvjw4ZK69+/fY/fu3Tk2SZOIiIh+zogRI1CvXj1J2dKlSxESEpKp/S5ZsgSrVq1ChQoVMH36dEmdIAhISkrK1P610b59+8T3x44dg4ODA4YPHy5r/zIiIqKcRKFQoFixYpKygQMH4tWrVzJFRERERHJggiJppZiYGERHRyMmJuaH65YrVw6mpqaSstu3b2sqtHRRKBSYPn06Dh8+jF27dklmJspNfuY8EhERUfqp6xrbpUsXVKlSRVLm6emJd+/eZWq/coqMjISTkxNu376NOnXq4ODBg3KHlCa2lYiIiDQj+Rqrp6enck/mw4cP6drHtwNiXb9+Xa3x0Y+xnURERKQZWXmNHTFiBPLnzy8pmzdvXprrnzt3DgsWLMDOnTtRp04dcVafnKpJkyYqbdXp06ejT58+aN68+XcH3mJbiYiISDO07Rqro6OD9evXS9oMcXFxGDduXKb2q6+vj9GjR+PBgwcwNzeX1O3btw916tSBj49Ppo4hp9TO45EjR7BlyxZYW1sDAJRKJdatW4fSpUvDxcUF0dHRcoVLRESULaV2vU2ZoAh87YP0I/Hx8Th37hzc3d1/eAwiIiLSbkxQJK30+vVrvHjxAq9fv/7hujo6Oqhataqk7NsRWOXUuXNnlWnL/fz88PjxY5kiylo/cx6JiIgo/dR1jVUoFDh48CBMTEzEMqVSiSNHjmQ2RNl8/vxZHLwiOjoa3bp1w/Tp01VmitQGbCsRERFpRvI1NiwsTKWTVVRUVLr2YWNjg0KFCgH4mqCYE0eO12ZsJxEREWlGVl5j8+TJg4kTJ0rKDh8+jEePHqW6/ufPn2FmZgYAcHZ2hoGBgcZj1CZBQUHYuHEjgK+d96pWrYrJkyenOpsk20pERESaoY3XWHt7e4wZM0ZSdvz4cRw/fjzT+9bRkXYbjI2NxdSpU3Hz5k00atQIfn5+mT6GHFI7j7q6unB2dkZwcDDmz58vtjujo6Mxe/ZslClTBhs3btTK54lERETaKLXrbcoExdKlS6No0aLf3Y8gCChbtixatWqFsWPHIiEh4bvHICIiIu3GBEXKlk6fPo1p06ahV69eAIBq1apJ6uWeQTEtT58+Rfv27VGvXj3cvHlT7nCIiIiIYGdnh/bt20vK9u/fL1M0mWdtbQ0fHx/06dNHLFu4cCHatWuH8PBwGSMjIiIiOWQ0QVGhUKB27doAgI8fP+LZs2fqDo2IiIgoxxs1apSkPSYIAlasWJHquk5OTrh9+zYmTJiASZMmZVGE2qNcuXI4duwY7OzsAACJiYlYtmwZypcvjz179kAQBJkjJCIiIrnMnj0bhQsXlpSNHTsWsbGxaj3Oq1evxMS9Vq1aoXr16mrdvzYwMTHB9OnT8fjxY4waNUqcnfL169f47bffEBQUJHOERERE2VfKBMWqVauiWbNm391GoVCgQYMGAIDIyEhcvnxZY/ERERGR5jFBkbRSvnz5kD9/fuTLly/V+nnz5mHRokXYs2cPwsLCVG6KacsMiilNnjwZb9++xfv379GsWTNcuHBB7pA06kfnkYiIiDJG3dfY7t27S5bPnz+PiIgItexbDiYmJtixYwf++usv8cHi2bNnUaNGDa0a7ZVtJSIiIs1Yv3491qxZg507d2Y4QRGQDojl6emprvAoHdhOIiIi0oysvsaam5tj2LBhkrItW7akOYiUnZ0dXF1dVWbz2b17NzZs2JDjk/QcHR3x8OFDzJkzB4aGhgC+Jgr06tULrVq1woMHDwCwrURERKQp2nqNzZs3L5YuXSope/LkiUpZZtnZ2eH27dtYt24d/vrrLygUCkn9lStXssUMg+k5j4UKFYKbmxsePnyILl26AAAGDhyIihUrZlWYRERE2Vpq19uUCYovXrxI1746dOggvj927Nh3j0FERETajQmKpJUsLS1RoEABWFpaplrfsGFD8b2fn5/KDIpPnz7Fhw8fNBpjRmzcuBGNGjUCAHz+/Bnt2rXDwYMHZY5Kc350HomIiChj1H2NdXR0hJGRkbicmJiIw4cPq2XfclEoFBg/fjzOnz+PQoUKAQBCQ0NRv359rF27Vis6tLGtREREpBlr1qzB6tWrsXfv3kwlKH47INaQIUMwadKkbNEJKydgO4mIiEgz5LjGjhkzBnp6euLyly9f8Pfff6d7++fPn2PEiBEYNmwYHB0dERcXp4kwtYaRkRFmz54Nf39/ODo6iuXnz59HlSpVMGvWLLaViIiINESbr7H9+vUTZxdKtmDBAjx79kytx9HV1cWwYcNgb28vKff390fjxo1RvXp1XLx4Ua3HVLefOY/lypXDwYMH4e3tDRcXF0ldQkICJk2ahP/++09ToRIREWVbqV1vUyYovnz5Ml37atOmjTj4+PHjx797DCIiItJuTFCkbKlv377Yv38/Xr9+DUdHR1SsWBH6+vqSde7cuSNPcN9hYWGB06dPo2PHjgCA+Ph49OjRAxs2bJA5MiIiIsrN8uTJg1atWknKXF1dZYpGvZo0aQI/Pz/UrVsXwNf215gxYxAYGChzZERERKQpybPNxMfHZypBsUOHDmjatCkAQBAEeHp64tOnT2qLk4iIiCg3KF68OHr16iUpW716NWJjY9O1/eHDhxEZGQkAyJ8/v9jWy+ns7Oxw7NgxHDlyBCVLlgQAJCUlwdbWVt7AiIiISBYKhQJubm6SmaZjY2MxZcqULDn+5MmToVQqce/ePfj4+GTJMbNSw4YNYWVlJSlbv349XF1dUbZsWUydOhUfP36UJzgiIqJsImWC4qtXr6BUKhEdHf3d7fLlyycOxBAcHIzg4GCNxUhERESaxQRFypbs7e3RrVs3FClSBABgYGAABwcHyTq3b9+WI7QfMjY2xsGDBzFgwAAAXx8mDhs2DIsWLdKKmXyIiIgod+rQoYNk+cmTJ0hISJApGvUqVqwYvLy8MG7cOADA/PnzUaFCBXmDIiIiIo05ffo0bt68iaNHj2YqQVFPTw9nz57F4sWL0aFDB3h6esLCwkLN0RIRERHlfBMnTpQsv337Fjt37kzXtqNHj8bx48dRq1YtrF69WhPhaS2FQoFOnTrB398fCxYsQPPmzeHs7CxZJz4+Xp7giIiIKMtVrVoVI0aMkJTt27cPV69e1fixp06diurVq6NYsWIqbbucKCkpCW5ubgCAuLg4LFmyBKVLl8bKlSvZ/iIiIkpDygRFpVKJUqVKoX79+j/c9ts+S9/OokhERETZCxMUSSslJSWJr/SqVq2aZPnWrVvqDktt9PT0sHnzZslNu2nTpmHSpEk/9Zm1XUbOIxEREf2YJq6xjo6OkuXY2FhcuXJFbfuXm4GBAZYvX45Lly5h8uTJkrrExERZ2itsKxEREWlG9erVUa1aNZQtWzZTCYrA13s4U6ZMwdGjR5EnTx51hknfwXYSERGRZsh1ja1atSpatmwpKXN1dU13HI6Ojrh+/brKYBEnT55E9+7d8eTJE3WFqpWMjY0xbdo0nDt3Djo6OpLzOHDgQLRs2TJHzmRERESU1bLD/QgXFxdYWlpKyiZNmqTxAdEbN26MGzdu4NKlSzAxMZHU/fvvv3Bzc9OagU/VcR51dHRw9epVTJ48WZzBOzw8HOPGjUPFihWxf/9+DkJPRES5WmrX24IFC0JfX1+yXmhoKO7fv4+IiIjv7u/bBMWjR4+meQwiIiLSbkxQJK309OlTPHr0CE+fPk33NtWrV5csa+sMisl0dHSwdOlSLFq0SCz766+/cOHCBRmjUq+MnEciIiL6MU1cY62trVUGfMiJo5I1atQIOjrSP4NcXFzQsmVLPH/+PEtjYVuJiIhIM769xmY2QTGZQqGQLAuCgMTExAzHSN/HdhIREZFmyHmNTTnTTkBAAE6dOpXu7VO2xxITEzFx4kQcOHAAFSpUwN27d9USpzZL/g6Sz+Px48exa9cunD9/Ho0aNUKDBg1w7NgxdtwjIiLKoOxwPyJfvnyYNWuWpOzKlSs4ePCgxo+to6MDW1tbSdmnT58wfvx4jB49GlWqVEFkZKTG4/gRdZ1HCwsLLFmyBEFBQejbt69YHhISgh49eohJm0RERLlRatdbHR0dWFtbS9bT09NDgwYN8O7du+/ur3z58ihTpgwAwNvbG+Hh4dmibUZERERSTFCkbCsxMRE3b97EihUrsH//flStWlVSHxQUhLi4OHmCSyeFQoGpU6di48aN0NHRwZw5c1RGkCUiIiLKKt+OSAbkzATFlC5fvoz58+fj4sWLqFy5Mvbu3St3SERERKRG6kpQ/Ja/vz+aN2+OBQsWZHpfRERERLlFmzZtYG9vLylbvXp1hvf36NEjhIeHA/g6iGnlypUzFV929OXLF9jZ2YnLV65cQadOneDg4AB3d3etmcWIiIiI1GvkyJGSNgAATJ06FfHx8Vkey8mTJxEWFgYAKFeuHPLmzZvlMWiajY0NduzYgZs3b6JZs2ZiuY+PDxo2bIg3b97IGB0REZF2KVasmGR50aJF8Pb2Rrly5b67nUKhQOfOnQF8nTnxxIkTGouRiIiINIcJipRtPX/+HLVq1cL48eOxfv16VKpUSVKvVCoRFBQkU3Q/Z/DgwfDz88Mff/whdyhERESUi6VMUAwMDMSiRYswbdo0mSLSPEEQYGVlBQD4+PEjfvnlF/z6669aMcIrERERZczz588RHByMBw8eqD1B8f3796hZsyY8PT2xcOFCjtpKRERElE4KhQLjxo2TlJ06dQqPHj3K0P4qVKiAR48eYdq0aVi+fLnKDIuHDh1CRERERsPNFmrWrInAwEC4u7tLnpP6+/vD2dkZpUqVwsqVKxEdHS1jlERERKRuhoaGWLRokaQsJCQEf//9d5bH0rNnT1y7dg1NmjTB0qVLVepzUjukRo0aOH/+PI4ePSomWYwYMQKFCxeWOTIiIiLtkTJB8WcS+Tt37gwbGxuMGTMGVapUUXdoRERElAWYoEjZVsmSJcXO5FevXoWpqSlKlCghWef+/ftyhJYhVatWVXl4eurUKbx+/VqmiIiIiCi3qVmzJgoVKiQpmzZtmjiiWU7UsGFD3Lt3D7/88otYtn37dlSpUgU+Pj4yRkZEREQZtXTpUkyaNAkTJkyAmZmZpC6zCYoFChTAyJEjAQCxsbGYPXt2pvZHRERElJv06dMH+fLlk5RlpiO9ubk5FixYgLp160rKnzx5gh49esDGxgZ//fVXhvefHejr6+PXX3/FvXv3cPToUTRo0ECse/78OcaNG4ehQ4fKGCERERFpQvfu3VXaQC4uLvjw4UOWx1KnTh14enqidOnSkvJbt26hePHicHV1RVxcXJbHpQkKhQIdO3bE/fv34ebmpjIQfWxsLHbs2AGlUilThERERPJKmaD44sWLdG/boEEDPH36FCtXrmSCIhERUTbFBEXKthQKBSZOnIjVq1fj+vXr0NXVhb29vWSdBw8eyBRd5l24cAGdO3dGw4YNERISInc4RERElAvo6OjA0dEx1brTp09ncTRZx9LSErt378b27dvFWZZCQ0PRpEkTzJo1CwkJCTJHSERERD9DX19ffG9qaiqpy2yCIgD88ccfYsf6HTt2wN/fP9P7JCIiIsoNjI2NMXjwYEnZ5s2b1T6zzpIlS6BUKvH582cIgqDWfWsrHR0ddOzYET4+PvDx8UHHjh3Fut69e0vWTUhIkCV5gYiIiNRHoVDA1dVVUhYREYEFCxbIFJGUIAgYP348Pnz4gEmTJmHLli1yh6RW+vr6GDVqlMrgG6tWrUL//v1Ro0YNXLhwQaboiIiI5JOZBEWFQqEyyQsRERFlL0xQpGxtwoQJ+N///oeKFStCoVDAwcFBUp9dExSVSiXGjh2L+Ph4PHnyBA0aNMDdu3flDouIiIhygQ4dOkiWdXR0cODAAcybN0+miLKGQqFAv379cPfuXTRq1AgAkJSUhHnz5qFx48YICwuTOUIiIiJKr4YNG6JTp07o0aOH2mdQBL7O1DN16lQAXztbubi4ZHqfRERERLnFiBEjJJ3NIiMjsXPnTrUeY+rUqRg+fDjy5MmDfv36Seo+fvyIwYMH49KlSzk2ebFBgwY4evQo7t+/j1GjRqFdu3aS+mPHjqFo0aLo06cPzpw5g/j4eJkiJSIiosyoX78+unfvLilbtWoVnj17Jk9A34iNjUXp0qWhUChQunRpDBo0SO6QNC4qKgrz588HANy9exctWrRAp06dEBQUJHNkREREWSdlgmJoaCimTZuGBg0aiNdJIiIiyrmYoEg5SsoZFO/fvy9TJJmjq6uLU6dOoWLFigCAN2/eoEmTJvD29pY5MiIiIsrpWrZsCT09PXE5KSkJRkZGMkaUtUqWLImLFy9i3rx50NXVBQDExMTAwsJC3sCIiIgo3bp06YIhQ4Zg6NChyJ8/v6ROHQmKADBq1CgUKlQIALB//348f/5cLfslIiIiyulsbW3h6OgoKXNzc1NrsqCtrS3+/vtvhIWFoXDhwpK63bt3Y/PmzWjSpAlWrlyptmNqI3t7e7i5uUnu9QFfZ62Mi4vD7t270aZNGxQoUADdunXDpk2b8Pr1a5miJSIiooxYuHAh9PX1xeX4+Hj8+eefMkb0lbGxMTZt2gQ/Pz9s3rwZBgYGkvrz58/nuHaHubk5jh49iurVq4tlx44dg729PcaOHYvw8HAZoyMiIsoaKRMUw8LCsGjRIly5cgWnT59O935ev34NHx8fdYdHREREGsYERcpRUs6gGBoaqraOZ1nN2toa3t7eqFu3LoCvI8i2bt0ax44dkzkyIiIiysnMzc1Rr149SdmZM2dkikYeurq6mDFjBi5fvgx7e3vs2rUrVyVpEhER5STm5uaS5ejoaCiVykzv19TUFCNHjgQAKJVKrFmzJtP7JCIiIsot/ve//0mW79+/r5FBOk1NTVXK9u/fL75v1qyZpC4yMhLu7u54+/at2mPRFoIgoFy5cpKBPD59+oSDBw9iyJAhsLKyQvXq1TFr1iw8ePBAxkiJiIgoPUqXLo0RI0ZIyrZt24aAgACZIpKqVq0aGjVqJCmLiIhAz549UaZMGSxYsCBHzWrdpEkT3LhxA1u3boWVlRUAIDExEatWrUKZMmWwYsUKzl5NREQ5WsoExfj4eNjY2AD4et8lPc/o+vXrBysrK7i4uCAiIkIjcRIREZFmpCtBUVdXVyOvlKM1EmXUq1evsH37dgiCIM50k+zhw4cyRZV5+fLlw7lz59C2bVsAQGxsLLp06YJt27bJHBkRERHlZK1bt5Ysf5ug6Ovri127dmV1SLKoU6cO7t69i0qVKknKAwICcOXKFZmiIiIiop+RMkERUN8sisOHDxdHf1+/fj1iYmLUsl8iIiKinK5Vq1YoU6aMpMzNzS1Ljn38+HHs3LkTvXv3RuXKlSV1Z86cgbOzM4oUKQJXV9csiSerKRQKuLq64uXLl9i/fz/69eunMuv47du3MW/ePJVBy5RKJZKSkrIyXCIiIkqHGTNmSAZmSEpKwqxZs2SM6PsWLVqEiIgIREdHIyAgAAqFQu6Q1EpHRwcDBgxAcHAw5syZAxMTEwDAhw8fMH78eNSqVUstA6gRERFpoyJFikBHR5qaMHfuXLx69Qp3795V6d+dGltbW/H97du31R4jERERaU66EhQFQdDYiyizDh06BGtra/z66684cOAAypYtK6nP7qN7mpqa4siRI+jduzeArw//BgwYgL/++kvmyIiIiCinSpmgGBAQgP/++w8TJ05E3bp1MXToUDx9+lSm6LJWyhuncXFx6N27Nxo3bgwXFxckJibKFBkRERGlR548eVTKPn/+rJZ9Fy5cGL169QLwtYPRsWPH1LJfIiIiopxOR0cHo0aNkpQdPHgQL1++1PixjY2N0adPH+zatUulM/zx48cBfH02njJ5MSIiAkOHDsX69esRGBio8Tg1zdDQEN26dcP27dvx5s0bXL16FTNnzkT16tXFddq3by/Z5vTp08iXLx9atmyJadOm4cCBA/jvv//4zJ+IiEhmhQoVwvjx4yVlBw4cwM2bN2WK6PsmT56MESNGwMzMDAsXLpQ7HI0xNTXF7NmzERwcjAEDBojlHTt2TFdyBhERUXakq6uLwoULS8oKFCiAokWLpnsfyRO6AMCtW7fUFhsRERFpXrqmMGzcuHGOG62Ico7atWuL7y9cuAB7e3sEBASIZffv35cjLLUyMDDAjh07kD9/fnEE2enTp8PJyQl2dnYyR0dEREQ5TY0aNWBpaYkPHz6IZefOnUNcXBwEQUBMTAzc3Nxy7Ejy37Nu3TrcvXsXADB79mycPXsWO3fuRIkSJWSOjIiIiJK5u7vD29sbsbGx2Lhxo0q9uhIUAcDZ2Rnbtm1D9erVYWxsrLb9EhEREeV0AwYMwIwZMxAdHQ3g6wCd69atg4uLi2wx/e9//4O1tTUuXLiAxo0bS+pu3ryJjRs3YuPGjRgzZgxWrlwpqQ8NDUWxYsWyZWdzXV1d1K1bF3Xr1hVnNfD09ES5cuUk6928eRORkZE4f/48zp8/L5YXKlQINWvWRK1atVCrVi3UrFlTpTMiERERadbEiROxZs0aybO9mTNn4tSpUzJGlbqCBQti7dq1mD9/PiwtLSV1Pj4++Oeff7Bw4UIUL15cpgjVy9raGlu3bsXo0aOxYMECTJkyRVL/6dMnvH37FqVKlZIpQiIiIvUqUqQIXr9+LS6HhYX91PZ16tSBmZkZAODevXscGImIiCgbSVeCoqenp4bDIMo4a2tr9O7dG6VLl0bLli3h5eWFffv2ifXZfQbFZDo6Oli1ahUKFiwIFxcX/Pvvv0xOJCIiIo3Q1dVFy5YtJW2qM2fOYP369Th9+jSGDBmCSZMmyRihfEaOHImPHz/CxcUFSqUSPj4+qFKlCjZs2IDu3bvLHR4REREBiIqKwqtXr5CYmIj4+HgYGhoiLi5OrFdngmKTJk3g7++PChUqqG2fRERERLmBhYUF+vfvj3/++Ucs27BhA2bOnAkDAwNZYkpOsEvNjRs3JOt9S6lUolKlSlAoFOjUqRN27twpqf/8+TNMTU2zzYDAVlZW6NOnj0q5jo4OihQpotKx8O3bt/Dw8ICHhwcAoGbNmpLvCwAuXryIfPnywcbGBhYWFhqLnYiIKLeysLDA77//jqlTp4plp0+fhpeXF5o0aSJjZGlLmZyYlJSEcePGwc/PDwcPHoS3tzdq1KghU3TqV6NGDRw4cEClfMmSJVi8eDFGjRqFmTNnIn/+/DJER0REpD4pBy362QRFPT09NGrUCIGBgYiMjMTz589RunRpdYZIREREGqIjdwBE6rBr1y64uLigcePGsLe3l9TllARFAFAoFPjjjz/w4MEDODk5yR0OERER5WCtW7eWLJ89exampqZ48OABpk6dmi1Hg1cHPT09/PHHH7h06RJsbGwAAB8/fkSPHj0wbNgwcdR/IiIiko+xsTHMzMyQL18+AECePHkk9epMUNTR0WFyIhEREVEGjRgxQrIcFhaGw4cPyxPMD4wfPx4+Pj5Yvnw5mjZtKqkLDAxEdHQ0Pn/+jPj4eJVtnZycYGJignLlyqncOwoPD8d///2HxMRETYavFjNnzsTr16/x4sULHD58GDNmzEDr1q3FdneymjVrqmzbrVs3VK1aFZaWlsibNy+qVKmCTp06YcyYMXB1dcX+/ftx8+ZNtbbViYiIcpv//e9/KFq0qKRs+vTp2WbWocePH+Pp06cAgNKlS6Nq1aryBpQFXrx4AVdXVyQkJGDFihUoXbo0li5dii9fvsgdGhERUYYVKVJEshwWFoZnz55hxYoV6Nq1K3x8fH64j2/vvdy7d0/dIRIREZGGMEGRchwHBwfJ8rt37/DmzRuZotGM8uXLq5S5u7sjKipKhmiIiIgoJ2rVqpVkOSIiArdv34ahoaFMEWmX+vXr486dO/jll1/Esg0bNqBmzZq4e/eujJERERHRkCFDsHPnTvz777+oVq2aRhMUiYiIiCjjKleujIYNG0rK1q5dK1M032diYoIGDRpg3LhxKFasmKQuKSkJXbt2RfHixVOdgTE0NBSxsbF4/fo1TExMJHXbtm2DjY0NjIyMVGbUiY+Px7lz5/Do0SPExsaq/0NlkLW1NTp37ox58+bh9OnTeP/+PUJCQrBnzx5MmjQJnTp1kqwfFRWFDx8+SJbv3buHY8eOYfXq1Zg0aRJ69OiBWrVq4cKFC5JtQ0JCsGjRIuzevRtXrlzBq1evkJSUlCWfk4iIKLsxMTHBrFmzJGVXrlzBiRMnZIro55QtWxaPHz/GuHHjsHz5cpXBUkNCQrJNsmV65c2bF5MmTYKxsTGAr4OiTpkyBWXLlsWWLVugVCpljpCIiOjnpZagePnyZYwfPx6HDh3CmTNnfriPZs2aie/v3Lmj7hCJiIhIQ/TkDoBI3ezs7GBkZCR5UBcQEKAybXhOsmrVKowdOxarV6+Gh4cHChUqJHdIRERElM3Z2NigXLlyCAoKEsvOnDmjMgL648ePsXz5cqxcuRJ6ernrzwsLCwvs3r0brVu3xujRoxETE4PAwEDUq1cPT58+zdHtTyIiouwkKxMUHz9+jOLFi3NQByIiIqJ0GjlypGTkfC8vLzx8+BCVKlWSMaqf4+DgICYXptaJ3N7eHgYGBjAzM4NCoZDUhYaGitulfL737NkzcRCxX375Bf/++6+kfvHixXj69CkKFiyIXbt2Sep8fX1x8+ZNGBsbo3Xr1rC2thbr4uLi8PDhQxgZGSF//vyZvoelUChgZ2cHOzs79OzZU6VeEATMmTMHoaGhCA0NxbNnz/D8+XMkJCSorGtjYyNZvnHjBqZNm6ZyPBMTE+TJkwempqbIkycPSpQogWPHjknW2717N4KCgsT1jIyMUn1ZWVmpHDcmJgaGhoYqiRFERETabvDgwVi6dKk4EyEAzJgxA+3bt4eOjvbPY2BpaYnly5erlIeFhaFKlSqoVasWFi9ejNq1a8sQnfqZmZnBxcUFv/32G2bNmoWtW7dCEAS8ePECgwYNwrJly7Bw4UJ07NhRpR1JRESkrVJLUGzcuLG47Ofn98N9VK1aFSYmJoiPj8fdu3chCAKvhURERNlA7upBTDledHQ0fHx8ULp0aTx48EAsDwwMlEz5nZN8+PABLi4uAL423Bs1aoQzZ86oPEgjIiIi+lmtWrWSJCieO3cO06dPF5cvXbqELl26ICIiAjo6Oli9erUcYcpKoVBg0KBBaNCgAXr37o3bt29j0qRJTE4kIiLSIlmRoLhz507Mnj0bISEhOHv2LFq2bKn2YxARERHlRF27dkWhQoXw9u1bsezvv/+Gm5ubjFFlXGoJbYcOHUpz/cqVK8PJyQmhoaGwtbWV1CUnLwJAyZIlVbZ98OABrl69mup9qOPHj2Pu3LkAvg469m2C4n///YcaNWoAAPr3749t27ZJtm3YsCHu3LkDY2NjvH37VtIBcN++fVi5ciUMDAwwc+ZMNG/eXKyLiYnB+PHjYWBggMqVK2Po0KEAvs4MNHv2bBw7dgwvX76EgYEBevXqhQ8fPuDZs2cIDQ3Fw4cPcf/+fYSHh+Pt27disua330EyQRAQHR2N6OhosSy1Nv6ePXtw5MgRlfKUhg8fjr///ltSlj9/fsTGxkJfXx+GhoZiMqOBgQEMDAxgaGgIAwMDLFu2TNLJ0t/fH/PnzxfXS7n+t6+RI0dKBnwLCAhAaGjod7czNDSEsbExzMzMfvi5iDIrp81SRpRbGBgYwMXFBf379xfL7t27h71796JXr14yRpY5Li4uiI6OhqenJ7Zv355jEhSTWVtbY/PmzZgwYQKmT58uDrzg7++Pzp07o0OHDiqDMRAREWmr1BIUixcvjo0bN6JmzZpwcHD44T709PTg4OAAPz8/REZGIiAgABUrVtRUyERERKQmak1QvHr1Kq5du4YXL14gKioq1REiv6VQKLBp0yZ1hkC52Jo1azB+/HgkJCSgXr16krqAgACZotI8S0tLXLp0Ca1bt8bLly8RHByMBg0a4PTp09lqdFkiIiLSPi1btpR0Brty5QpiY2NhZGQkln369AkAcOHCBURFRcHc3DzL49QG5cqVw9WrV/HPP/9g1KhRkjqlUgkdHR2O5kZERCSTlAmK33ZkVhc9PT2EhIQAAE6ePMkERSIiIqJ0MjQ0xJAhQ7BgwQKxbNu2bVi4cGGuSMIaNGgQBg0alGpdsWLFMGXKFISGhqJOnToq9bGxsQAAU1NTlbpv27zf3sv7drvU6oCvyX7R0dFQKpUq97OeP3+Oy5cvAwBGjBihst369esBAJ06dRITFJO5ubnhzJkzAIDu3bvD2toa1tbWaNCgAXbs2IEFCxbg2LFjcHNzE++v9ezZE7a2tvjll18AABYWFihTpoyYoPj582d8/PgRz58/R+nSpXHu3DkxmTO97X4/Pz+sWLEC48aNA/A1KSsuLg4AkJCQgISEhDQHOTl79iwsLS3FzpWvXr1Smc0yLcWKFUODBg3EBNMtW7Zg6dKlP9zOwcEBc+fORadOncTz06BBA/j7+wP4miRrbGwMAwMD6OrqQkdHBzo6OoiOjkbFihVhb28Pa2trxMfHIyoqCqdOnUJ0dLQ4o+W3M30qFAokJCQgOjoaefPmhbm5OQwNDaFUKhEdHY2oqCixX4hCoYChoSGSkpLEV3x8PBITE2FgYAAjIyMoFArx+42PjxePqaOjA11dXTEhThAEJCQkQKFQQFdXF3p6ehAEAYIgID4+Xty/IAjibGDJ9YIgICkpCQqFQnwlS94mWcrfd/L2Ke/lfrvv7237vfK06tNT96P65PKcnlCYMombiNLWu3dvLFq0CA8fPhTLZs2ahe7du0uS47OTFi1a4OzZswgLC8OsWbPkDkdj7O3tcfToUXh7e2Pq1Km4evUqAKBRo0YyR0ZERJR+qSUoAl9nev4ZVapUwd27d1GxYkWNPNsjIiIi9VPLXQcPDw9MmDABjx49+ultmaBIqTExMYFSqUx1lNG0lC9fXnyIkbIxGhgYqNb4tE3FihVx+fJltG7dGsHBwXj58iUaNWoEDw8P1K1bV7a4MnIeiYiI6Mey6hrbuHFjsdMIAMTFxeHatWvizNSNGzfGunXrsGfPHuzZsyfXJicmMzQ0xNixY1XKFy1ahCtXrmDDhg2wsrISy9lWIiIi0oynT5/iypUrSEhIQPfu3bNkBsVWrVpBR0cHSUlJOH36NFxdXdV+jNyE7SQiIiLN0NZr7LBhw7Bw4ULxHtSnT5+wbds2lUGgcpsKFSpg8eLFKuXJ5/HIkSPImzevmEz3rX79+qFy5cqIjY1FmTJlJHUWFhYYMWIEYmNj0aBBA5VtS5cujcTEROjr66vUxcfHi+8NDQ3TrDMwMPjutinr06qztbVFsWLFxGUHBwdcunRJsm2vXr2wZ88ehISESBK4li1bhiNHjmD27NkAviZNNm/eHHFxcYiNjUVsbCz++usv3LhxAx8/fhQTFJVKJZo1a4aAgAC8fv0awNdkwuTkuPj4eMTGxiIuLg7z5s3Dp0+fsGLFCgBI9VykpVu3bvDw8EC7du0AAF++fEnXdvfv34eTkxNsbW3FZNKYmJh0bfvff//h1KlT6Y4xt0pKStLYvr+XRPijBMO06nN6YiJRVtLWttLP0tXVxfz58+Hk5CSWPX78GDt27ICzs7NscWVGt27d0KlTJ9y9e1ecaTnZqVOncP36dUyYMAFmZmY54jw2atQIly9fxpEjR7BmzRqMHj1aUh8eHo6YmBgUL15cpgiJiCi3+971NmWCYlRUFGJiYmBiYvJTx+jWrRu6d+8OExMTFC1aNFPxEhERUdZQCJm8W7l582YMGzZMZcS4VA/2Tefm5OUfzbJI2svOzg4A8OTJE5kj+So+Ph7VqlVDw4YNUbBgQcyfP1+sK168OP777z8Zo8sa7969Q7t27eDn5wfg6x8BBw8eRJs2bWSOjIgod9C2ayPJK6f8HmrWrCm2LYCvI6y6uLhI1klKShJHqiapu3fvolatWkhISICFhQVWrlyJ/v37czZFIsqVcsq1kdRDk78HNzc3sdPO9u3bcerUKezcuVOsnzp1KhYtWqT249aqVQs3b94EAHz48AEWFhZqPwYREeVcbCtRstz6W+jcuTOOHj0qLpctWxYBAQG856SFEhMTER8fD319fUkSY3x8PAIDAxEXF4e8efOibNmyku3Onj2LV69eIT4+HoMHD5acW19fX+zfvx/x8fHo1auXZADWuLg4dO3aFfHx8bC3t8fy5csl+/3tt99w7NgxxMfH48GDB5KOkIcOHULXrl0BAIsXL8aUKVMk2+bJkwfR0dGwt7fH/fv3JXUjRozAP//8AwC4ffs2qlatKtZdv35djHHs2LFigmJMTAxCQ0PRqlUrvHz5Eqamppg5cyYiIiLw8eNHfPz4EX5+fuJ/38nJoBEREYiKivrxl0+Ui9na2ua6ayOlLre2lX6WIAioW7cufH19xbJSpUohMDAw286imBqlUokqVarg4cOHKFSoEK5fvy7OppyTjR07FuvXr8fo0aPx+++/I1++fHKHREQy4rWRvqUNv4fIyEiVZ2RPnjzhrOhERCQLbbg25iaZuuPw4sULjBw5EklJSShUqBAWLlyI+vXro0KFClAoFFi3bh3q16+Pp0+f4uTJk3B3d0dMTAycnZ0xa9YsdsoltTIwMMDDhw8BAPfu3ZMkKD5//hyfP39WGTE/pylYsCAuXrwIJycnXLhwATExMejYsSO2bduGXr16yR0eERERZUPNmjWTJChevHhRZZ2UHcWUSiWePn2K0qVLazw+bffhwwfkz58fYWFh+PjxIwYMGIA9e/Zg3bp1ktHfiYiISH2+nXElPj4+S2ZQBID69euLCYrXrl1D27ZtNXIcIiIiopxozJgxkgTF4OBgnDlzhm0qLaSnp5dqYoOBgQEqV66c5natWrVKs6527dqoXbt2qnWGhoY4ceJEmtuuW7cO69atS7WuQ4cOiIiIQHx8fKozNZw5cwaxsbEwMjJSqevVqxcqVaqEuLg4mJqa4t69e3j+/DmeP3+O4OBg1K1bFzExMfD29ka1atUQHh4uzmaULDo6GtOmTUsz9sePH6dZR0RElBkKhQJz5sxB+/btxbKQkJBsPYtianx9fREUFATgawKmjY2NzBFp3pMnT/D3338jISEBS5cuxfr16zFu3DiMGzeOA6YREZFWMDc3h5GREWJjY8WysLAw2Nra4tWrV/Dy8sLly5exfPlyycBHRERElP1lKkFx7dq14uiIZ86cUXngUKhQIVSsWBEVK1aEo6MjJkyYgI4dO2Lr1q0wNzdXGd2QSF3Kli2rMmNnUFAQatSoIWNUWcPMzAwnTpxA3759cfDgQSQkJGDSpEno2LEjTE1N5Q6PiIiIsplmzZph2bJl4vL169cRExOTaoce4OuI5v3798fp06dx6tQp1KtXL6tC1UpNmzbFw4cPMWbMGHHmJg8PD1SqVAmurq4YPHgwB24hIiJSs7Zt2+LEiRMwMDBAxYoV4e/vL6nXVIJivXr1sGrVKgDA1atX2ZmeiIiI6Cc0b94clSpVEgcjBYCVK1eyTUWZoq+vD0tLyzTr69evL76PiYlBYGAgAgICxFdgYCBCQ0MxadKkrAhXrUxNTcWXkZERDAwMYGhomOa/377X19eHnp4edHV10/1KbX0dHR3o6OhAoVCk6wUg3ev+zD5/5Gfuz6p7nzllPU1r06aN3CEQZUtt27ZF7dq1JbMozps3D/369csxsyjWq1cP/v7+mD59OsaMGaPy/63AwECUK1dOa/5/pg6WlpYYO3YsVq9ejbi4OERGRuLPP//EihUrmKhIRERaQaFQoEiRInj27JlYFhYWBgCYPHkydu3aBQDo378/6tSpk659JiUlISoqitc4IiIiLZepuw0XLlyAQqGAk5PTd0dDTGZnZ4eTJ0+iUqVKWLVqFbp06YLGjRtnJgSiVBkZGcHW1lYyFWtgYGCuSFAEvn7+vXv3YsSIEdi3bx9OnTrF5EQiIiLKkEaNGkFXVxdKpRIAkJCQgMuXL6c54vmff/6Jffv2AQCcnJzw5MmTXN8OyZcvH3bs2IGePXti+PDheP36NaKiojB06FDs2bMHGzZsQMmSJeUOk4iIKMcoUaIESpQoIS5n1QyK3w7McPXqVY0cg4iIiCinUigUGDNmDH777Tex7NSpUwgMDET58uVljIxympiYGAQEBODhw4eS17cdJ+WWJ08e5MuXT3zlz59fZdnS0hJmZmYwNTVFnjx5JAmJxsbG0NHRkftjEKkNZ1UhypjcMotimTJlxGeT33r69CkcHBxQv359zJ8/Hw0bNpQhOvWztLTE0qVLMXr0aMydOxdbt25FYmKiJFFx/PjxGDduHPLmzSt3uERElEullaDYpEkTMUHRy8vrhwmKERERGDZsGLy8vNC4cWMcOHBAYzETERFR5mUqQTEkJAQA0kwyTEhIUCkrUaIE+vXrh3Xr1mHz5s1MUKRUPX/+HEqlErq6uihevPhPb69UKlGoUCFJgmJAQIA6Q9R6urq6WLduHaZPny5bh/fMnkciIiJKXVZeY83MzFCzZk1cv35dLLt48WKaCYozZsyAr68vfHx8sHPnzlyfnPitTp06oVGjRpg4cSK2bNmCYsWK4fHjx2jdujW2bduGunXryh0iERFRjpCyrZRVCYolSpRA0aJF8fr1a1y7dk2MgX4e7ykRERFphrZfY/v164dp06YhIiJCLFu9ejXWrFkjY1TaR9vPo7aIj49HYGAg7t+/jwcPHoiJiE+fPoUgCFkSQ968eZEvXz5YWlpKEgy/fVlaWiJ//vxiEqKlpSUMDQ2zJD4iIpLKidfY3DCLYkrJ53Hx4sVITEzEpUuXcPbs2RyToJisRIkS2LBhA6ZPn44FCxZIEhXnzJmDAwcO4O7duzlq9kgiItIeP2o3FSlSRLKcnKDYqlUrzJw5E40bN5YM/JnWMeLj4+Hv74/379/D09MTSUlJHJCHiIhIi2XqTkNkZCQA1YaEoaEh4uPjER0dnep29erVw7p163D58uXMHJ5ysPj4eCQmJmboZpiHhwcGDRqEN2/eSMpzW4Ii8HU0tJTJiUqlErt370bfvn01fhMqM+eRiIiI0pbV19hmzZqpJCimxdTUFMeOHcOdO3d+eDMxN7K0tMTmzZvRs2dPzJkzBx8+fICVlRWqVq0qd2hEREQ5Rsq2UlYlKCoUCtSvXx8HDhzAp0+f4O/vDwcHB40cK6fjPSUiIiLN0PZrrImJCYYOHYrFixeLZe7u7pg/fz4sLCzkC0zLaPt5lIMgCAgKCoK3tze8vb3h5+eH4OBgJCYmqvU4RYoUQbFixVCsWDEULFgQBQoUEJMLk18FChRAvnz5YGFhwXNERJTN5MRrbG6ZRfFbyeexTp068PT0xNu3bzF+/Hi5w9IYW1tbbNiwAdOmTRMTFZVKJUaMGMHkRCIi0pgftZvSSlC0tbXF3Llzf+oYNWrUQEBAACIiInD//n1UqVIlc8ETERGRxmTqjoqRkRGio6NVbuybm5vj/fv3ePHiRarbJY8cntzgIEpJR0dHfP2skiVLqiQnAkBgYKA6QsvWkpKSMHjwYLi7u+PKlStwc3PT6GgimTmPRERElLasvsY2a9YMixYtEpdv3LiBT58+wczMLNX1jY2NU01O9PT0ROPGjdk2wNcRa4sXL47169ejdevWMDIyEusEQcDp06fRsmXLHPUQnIiIKKskJibi3bt3EAQBZmZmWZagCAB169bFgQMHYGBggJCQECYoZhDvKREREWlGdrjGjho1CsuWLYNSqQQAREdHY8OGDZg8ebLMkWmP7HAeNU0QBDx58gTnz5/HuXPn4OnpiXfv3mV6v8mDv1aoUEF8lSlTBsWLF4e1tTUMDAzUED0REWmrnHqNzW2zKCafw6ZNm6J///4IDAxUGexi27ZtOHr0KP78809UqlRJnkDVzM7ODhs3bsT06dPh5uaGQYMGSeqfPn2KI0eOYPjw4ZLnkkRERBnxo3ZTWgmKGTlGlSpVsGPHDgBf+x0xQZGIiEh7ZeouQ/HixREYGIj3799LysuUKYP3799Lbmx8KzfOZEc/x9bWNsPbVqxYEdWrV4epqSm8vb3F8kePHuW4kc5+1tWrV7Ft2zYAwN9//43ExET8888/Gru5mpnzSERERGnL6mtsgwYNoK+vj4SEBABfZ2T28fFBu3bt0r2PgwcPolu3bnBycsLWrVuRN29eTYWbbVSqVAkrV65UKff09ES7du1gbW2NQYMGoW/fvihXrpwMERIREWVPr1+/RrNmzQAAv//+O2rXri2p12SCYu/evdGsWTM4ODiw83Im8J4SERGRZmSHa2zx4sXRtWtX7Nu3TyxbsWIFxo4dy/bV/5cdzqMmvHnzBhcuXBCTEkNDQzO8L4VCATs7O1SqVEnyKlu2LExMTNQYNRERZSc59Rqb22ZRTHke7e3tJcsJCQmYM2cOnj59ioMHDyIgICBHPYezs7PDX3/9pVLu4uKCrVu3YtmyZZgxYwYGDx7M9jUREWXYj9pN6khQTD5Gq1atxLKLFy9i7NixP70vIiIiyhqZykqqXLkyAMDf319SXq9ePQiCgFOnTuHJkyeSuoiICKxfvx4KhQKlS5fOzOGJ0nTjxg0cOnRIUpaQkKDye8xtGjRogO3bt4sJiRs2bMCQIUPEUWiJiIiIUmNqaqrSsf/SpUvp3v7Dhw8YOHAgAODw4cM4efKkWuPLadavXw8AePnyJebOnYvy5cujWrVqWLx4MZ4+fSpzdERERNrv2441cXFxWTqDorW1NWrUqMHOPURERESZMHHiRMnyq1evsGvXLpmiITkFBwdjwYIFqFGjBooUKYI+ffpg06ZNP5WcWKJECTg6OmLKlCnYtm0b/Pz88PnzZzx+/BhHjhzBggUL0LdvX1StWpXJiURElGMlz6L4rXnz5iExMVGmiOQTHByMmJgYAEDLli1zVHJiWsLCwsSZp16+fImRI0eiXLly2LJlS678DRARkeb9KEExJiYGFy5cwO7du3+4LwcHB+TPnx/A175KSUlJ6guUiIiI1CpTCYqNGzeGIAjw9PSUlPfr1w8KhQIJCQlo2rQp1q5dizNnzmDt2rWoWbOmOONi165dM3N4CaVSiUuXLmHJkiXo168fGjZsiIoVK8LW1hYVK1ZEw4YN0a9fPyxduhTe3t5MyMrhdHR0kD9/fhQsWFBSztk7gb59+2LXrl3Q1dUFAGzZsgUDBw7kDSciIiL6riZNmkiWv52p+kcsLS3x77//wsLCAj169MAvv/yi7vBylAEDBqBTp06SWa7v3LmD33//HXZ2dqhbty6WL1+Oly9fyhglERGR9ipUqBB69eqFX3/9FTVr1szSBMXU/P3331iwYEGWHpOIiIgoO6tTpw4aN24sKVu6dCk7oOUS/v7+cHFxQeXKlVGuXDnMmDEDt27dSte2VlZW+OWXX7B69Wr4+Pjg48ePCA0NxfHjx7F48WL0798f1atXZyIiERHlOsmzKH4reRbF3KZSpUp48uQJli5divnz56vUu7u757hncEWKFIGfnx86d+4slj179gyDBg1CxYoVsWvXLvalJCIitUotQVEQBACAIAgoVaoUWrRogf/9738/vN+jo6Mj9ln68OED7t69q5mgiYiIKNMUQvIVPwNevnyJ4sWLQ6FQ4M6dO3BwcBDrfvvtN2zYsAEKhUJlO0EQYGdnh9u3b8PMzCyjhwcAnD17Fu7u7jh+/Dg+ffqU7u3MzMzg6OiIAQMGoHXr1pmKIbeys7MDAK2elbBx48aSzvOLFi3C1KlTZYxIe+zfvx+9e/cWExOdnJywe/duGBkZyRwZEVH2lR2ujZR1ctrv4eTJk2jfvr24bGBggMjIyJ9qO4SGhsLMzAz58uWTlE+ePBnFihVDu3btULZsWbXFnN29fPkSe/bswb///osbN26o1M+aNQsuLi4yREZElDE57dpImZOVv4f79++jcuXK4rJCoUBiYqJkMABNmTRpElxdXQEAJ06ckLSniIiIvsW2EiXjb+GrEydOoEOHDpKyY8eOqZRR9icIAu7du4f9+/fjwIEDPzXgbKFChdCiRQu0aNECzZo1g62tbar9E4goe+O1kb7F30PGCYKAunXrwtfXVywrU6YMAgICxEHOczt/f3/Y29vDwMAA06ZNw+zZs+UOSe1u3LiBP/74A6dOnZKUV6pUCS4uLujSpQvbU0TZDK+N9C1t+T2EhoaiZMmSkrKIiAhYWloC+Npf+ciRIwCAe/fuSfIPUrN69WqMGTMGALB8+XKMGzdO7TETEVHOpC3XxtwiU71wrK2tcfHiRXh4eMDCwkJSt3btWowYMQIKhQKCIEhederUwfnz5zOcnKhUKrFhwwZUqFABbdu2xe7duxEVFaVynO+9oqKi8O+//6Jdu3YoX748NmzYwJGAtMi7d+8QFhaGd+/eZWo/FSpUkCxzBsX/0717d+zduxcGBgYAgMOHD8PR0fGnEn1/RF3nkYiIiKTkuMbWr19f8jAqPj5e8gAzPWxsbFSSE2/evIlly5Zh3Lhx+P3339USa3bxo/NobW2NCRMmwNfXFyEhIViwYAGqVKki1rdp00ayflBQENq2bYvly5fD39+fswoQEVGulfIam3IGRUEQ8OXLlyyJpVChQuL7wYMH4/3791ly3OyO95SIiIg0IztdY9u3bw97e3tJ2ZIlS2SKRrtkp/P4PcHBwZg2bRrKli2LqlWrYt68eT98lmtmZoYOHTpg+fLluHfvHsLCwrBr1y4MHjwYdnZ27ExPRESZklOusWlRKBQqCXePHj3C/v37ZYpIMzJzHhcuXAhBEBAXFwdjY2MNRCe/WrVq4eTJk/D29hZnowKAhw8fYvLkyeJA90RERN/zo+tt4cKFVcrCwsLE9926dcOQIUOwfft2FCtW7IfH+Paa5eXllcnoiYiISFMyPUx4kyZN0KZNGxQvXlxSrqurizVr1uDZs2fYvHkzFixYgJUrV+LKlSu4evUqbGxsMnS8vXv3onz58hg+fDiCgoIgCAJ0dHRQuXJlDBs2DFu2bMG1a9cQHByM8PBwJCQk4P379wgKCsLVq1exadMmDB06FA4ODtDR0YEgCAgODsbw4cNRvnx57N27N7NfCalBVFQUIiMjERUVleF9hIeHw8PDQ1IWGBiY2dBylC5duuD48eMwNTUFAFy4cAGTJ09W2/7VcR6JiIhIlRzX2Lx580qS4wDAx8cn0/vdsmWL+D5lwh0A9O7dG+PHjxdHTstJfuY82tnZYdq0abhz5w4CAgIwd+5c1K5dW7LOyZMncfr0aUyYMAGVKlVCvnz50KJFC/z+++84cOAA/vvvPwiCoKmPQ0REpDVSXmNTJigCwOfPn7MklsmTJ6Ndu3YAvj54nTBhQpYcN7vjPSUiIiLNyE7XWIVCofLMytvbWy33o7K77HQeU0pMTMThw4fRunVrlCtXDosWLcLjx4+/u02RIkUwatQoXLhwAeHh4Th27BjGjRsHBwcHJiQSEZFaZedrbHq1a9cO1apVk5QtWLAgRz0/ysx5XL58OaZMmQJbW1uMGjVKUhcfH5+jfhsNGzbExYsXce7cOdStWxcAMGfOHOjr68scGRERZQc/ut4aGRnB3NxcUvZtMmP//v2xYcMG9OvXT5xV8XvHsLe3FwdE9/f3z1FtFyIiopwk0wmKP1KsWDE4Ozvj999/x+jRo8U/aDOiRYsW6N27N0JCQiAIAho2bIgNGzYgLCwMd+7cwT///IMBAwagdu3aKF26NCwtLaGrq4t8+fKhTJkyqFOnDgYOHIh169bh7t27ePPmDTZu3IhGjRpBEASEhISgd+/eaNGihRq/AZJLvnz5oKMj/YkHBASwYZpCq1atcO7cOVhaWqJixYqYP3++3CERERGRlmrUqJFk2dvbO9P7dHNzw71797B06VI4OjpK6p49e4Z///0XK1aswD///KOy7d27d/Hq1atMx5DdlC9fHjNnzlR5QHjjxg3JcmRkJC5cuIDFixeje/fusLGxQZEiRTBy5MisDJeIiEh2ciYoKhQKbNq0SXy4un37dly5ciVLjk1ERESU3fXq1UtlFH0+x8qe3rx5g3nz5sHW1hZdunTB2bNnv7u+tbU1xo4dC29vb7x48QJubm5o1qwZO8wTERFlkkKhwIwZMyRl9+7dw/Hjx2WKSLsUKFAAixcvRlBQkDjYe7KNGzfCzs4OS5cuRUxMjEwRqpdCoUCLFi1w5coVnDlzBn369JHUBwQEoGPHjrh9+7ZMERIRUXZWqFAhyfLbt28zvC8dHR1s27YN9+/fR0BAAAcsIiIi0lIaT1BUp4sXL0JXVxf9+/fHgwcPcOnSJQwePBj58+fP0P7y5cuHQYMGwcvLCw8fPkT//v2hq6sLT09P9QZOslAoFOjdu7ekLCoqSjJNOH1Vt25dXLp0CWfOnMnwf09ERESU86VMULxy5QqUSmWm9qlQKODg4IBJkyapdDi7fPmy+D7lbIEAMGDAAFhbW8PGxgYJCQmSutjY2Fw3MMWOHTvw4MEDuLq6onPnzrCyslJZ5+3bt4iMjFQpnzhxImbPng13d3d4e3vj5cuXSEpKyoqwiYiI1C46OhpTp07F6NGjMXbsWBgZGakMYpVVCYoAULRoUcybN09cHjNmDK+zREREROlgYGCgMoviqVOnVAZpIu11+/Zt9O7dG8WLF8esWbPw4sWLNNe1sbHBxIkTcfXqVfz3339YsWIFGjZsCF1d3SyMmIiIKOfr0qULKlSoICmbN29ernuu9j0pB0WIiYnBvHnzEB4ejilTpsDf31+myDRDoVCgVatWKu2uP/74A8ePH0f16tXxyy+/ICgoSKYIiYgoO1JngiIAODo6wt7eXuWZHxEREWmPbHWV7tGjBwICAuDu7o6KFSuqdd8VKlSAu7s7AgIC0L17d7Xum+Qzd+5cGBsbS8oCAgJkika72dvbw9raWlL24sULLFu2jDchiYiICADQsGFDyXJUVBTu3bunseP17dsX7969w8mTJ1VG7IyJicGDBw8AABYWFioPCqdMmYI8efLA3t5e5SFhfHw8vnz5orG45aJQKFCpUiVMmDABhw8fxsuXL/HixQscOnQI06dPR6tWrWBpaYlatWpJtouOjsaKFSvg4uICZ2dnNG7cGMWKFYOJiQkqVKgAR0dHjB49GsuXL8+VM1YSEVH2FBAQgKCgIAQGBkKhUKjMopiVCYoAMGzYMDg4OAAA/Pz8cOTIkSw9PhEREVF2NWTIEJUObZxFUftdv34dHTt2RPXq1fHvv/+qDC6WLF++fJgwYQJu3LiBp0+fYtmyZahbty47GxIREWmQjo4Opk2bJinz9fXF+fPnZYpI+8XExKBFixZQKBTo0qULatasKXdIGhcVFSUZGGTv3r2oVKkShgwZgv/++0/GyIiIKLtIT4JiUlISHj58yH7dREREOUS2urO/Z88elCpVSqPHKFWqFPbs2aPRY1DW0dfXR7ly5SRlwcHBMkWTvcTGxqJbt26YPHkyevfujZiYGLlDIiIiIpkVLVpUpT3u7e2t0WMWKFAAbdu2VWnTxcbGYvLkyWjevDlatGihst2TJ08QExODhw8fwsLCQlJ38eJFmJiYwNraGv/884/Kth4eHrh8+TJCQkLU+lnkYG1tDScnJ8yfPx9nzpxBeHg4Ro4cKVnn9u3bqc7iFBcXh8DAQHh4eMDNzQ0TJkxQmY3cy8sLffv2xcyZM7Fy5Uq4u7vj6NGjuHTpEu7fv4/nz5/j8+fPHPCCiIiyVPLABQqFQrwGyZ2gqKenhwULFojLLi4uvD4SERERpYOJiQkmTpwoKTty5IhGB82ijPP29kbr1q1Rt25dHD9+PM31ateuja1bt+LFixdwdXVFzZo1oVAosjBSIiKi3K13796wtbWVlHEQiLQVKFAA27dvx/3797FkyRKV+kmTJmHPnj2pPm/LrszNzREUFISVK1eiYMGCAAClUolNmzahTJkyGDduXKZnwiIiopytcOHCkuU3b95IlgMDA1GwYEHY29tj0aJFWRkaERERaYheelZq3rw5gK+der4dLSm5PKNS7o9IE8qWLYs7d+6Iy0xQTJ8LFy6II2Ht2bMHjx8/xpEjR1RmWSQiIqLcpVGjRpLEPR8fH4wZMybL48iXLx8WLlyYZn3x4sVRvnx5hIWFoUiRIpK6J0+eAABevXoFXV1dSV1sbCwcHR0BfP2sly5dktRPmjQJPj4+sLS0hLu7u2TEt6dPn+LixYswNzdHtWrVVJI5ExMToaeXrj/BNEahUMDAwEBSVrduXTx8+BAhISF48uSJyis2NlZc187OTrLtjRs3sGvXrh8e18HBQaXj4MKFC/H06VOYm5vDzMwszX+trKxQoECBTHxqIiLKbfT19XHo0CEYGBigdOnSAORPUAQAR0dH1KhRA35+frhz5w5OnDiBDh06ZHkcRERERNnNiBEjsHjxYkRERIhl8+fP56CzWkIQBFy4cAFz586Fl5dXmusZGRmhd+/eGDlyZK6YdYiIiEib6enpYerUqRg+fLhY5unpiStXrqB+/foyRqbdKlWqpFLm5+cHV1dXAIC7uzs8PDyyOiyNMTQ0xJgxYzBo0CCsXLkSS5cuRWRkJOLj47Fy5Ups3LgRY8eOxR9//AFDQ0O5wyUiIi3zoxkUbW1tER0dDSD9g6Pfu3cPhw4dgpeXF9asWYMKFSqoJ1giIiJSi3T1jvX09Ex1xMK0ytNDEASOgpiG+Ph4bNu2Dfv27cO9e/cQEREBfX19WFtbo379+hg6dGi6bgadPHkS69evx40bN/Du3TsULFgQtWrVwrBhw9CuXbss+CTaoWzZspLlu3fvyhRJ9tK+fXscPnwYffv2xefPn+Hn54datWrh8OHDqF27ttzhERFRLsV2kvwaNWqErVu3isve3t5a2bb/+++/AaT+d0fevHlRr149PHnyRCXh7uPHj+L7lDMvAsCDBw9w/fp1AP83O1Oya9euYfDgwQCA5cuXY9y4cZJ6ExMT6Orqon79+ioDtWzcuBE3btyAubk5Jk+eLLlR++zZM3h4eEBXVxe1a9dGtWrVJNseOXIESUlJyJs3r8ogMo8fP0ZYWBh0dXXh4OAgSc6IiYnBs2fPoKOjgwIFCqBixYqSbZ8/f47ExEREREQgNjYWoaGh4nfy6dMnREdH48GDByrfUWrMzMzE9/Hx8RAEAYcPH4avr+8Pt505cybmzp0rLn/58gWVKlVSSWT89n3yd92/f3/Jd/no0SP4+PhAV1f3uy9jY2M0bdpUEkdISAg+fPggWU+hUIgvHR0dKBQKmJubq4wE+OLFC/G3mNo2yS8zMzPJA1ylUokvX76obJfaK3lfBCQlJSExMfG7L6VS+cN1ktcTBAFJSUk//W9GtvnetgDE2dbS+jc96/zsv+rc1/v375lwrGFsK32lUCjE/08n04YERYVCgVmzZqFbt25wcnKClZVVlsdARESUm7GtlH2ZmZlh3Lhx+OOPP8SyvXv34vfff1e5T0JZ6/bt25gwYQI8PT3TXCd//vyYMGEChg8fjnz58mVdcERElG5sJ+VOzs7OcHFxwatXr8Sy+fPn48SJEzJGlf3s27dPfJ9TByPLkycPZsyYgREjRmDp0qVYuXIlvnz5gujoaBw/fhzz5s2TO0QiIo1iWyljfpSgaGhoiPbt20OpVKJRo0ZQKpUqg4yndPbsWcyZMwcAcPHiRSYoEhERaRshHRQKhaBQKAQdHZ1UyzP6Srm/rBAZGSmEh4dn+XHT69mzZ0KlSpUEAN99jR49WkhKSkp1H0qlUhg8ePB3tx8yZIigVCozFautra1ga2ubqX2k5fHjx0JgYKDw+PHjTO/L3d1d8tktLS3VEGHuce/ePaFkyZLi92dkZCRs3bo1Xduq8zwSEWUHmrw2UvZqJwlC9mkr/azg4GCV7+zRo0dZHoemRERECH/++acwfvx4YcOGDSr1zZs3Fz93YmKipG7dunVi3aZNmyR1sbGxYl3jxo0FQZCex19++UWsf/r0qWTbw4cPi3ULFixQicnMzEwAIFSoUEGlbsSIEeK2N2/elNT5+PiIdRMmTFDZ1tbWVgAgFCxYUKVu1qxZ4rYbNmwQPDw8hB07dghubm7CuHHjxLrixYsLzZs3F8aMGSNuW7t27R/+d/zta8mSJYIgCMKHDx8EhULxU9veuXNHEARB2LNnj6Cnpyfo6Oika7vChQuL8Q4bNkwwMjJK97bOzs7itmXKlBHy5MmT7m13794tCIIgPHz4UMibN69gamqa7s8aEREhCIIguLm5CZaWloKRkdEPt1EoFEKdOnWE+Ph44cOHD0Lbtm0Fc3NzQVdXV9DR0VF5fbudrq6u4OjoKKxatUpYunSpYGxsLB5TV1dX8vr2vCXvq0WLFkK3bt2E+vXrC/r6+uJ6aR0z+bg6OjpCsWLFhCJFigjGxsY//ZvgS/4X20qaw7bS/0mtrdS4cWPJ53Bzc9PIsX9EqVQKL168kOXY2QnvKRFRbsT7SpqVndpKOfWeUmZ9+PBByJs3r+T7btOmjdxhyUIbzmNYWJgwZMiQ7/5dXrhwYWHZsmXCp0+fZIuTiHIGtpM0Kzu1kwSBbSV1W758ucq5unXrltxhZUpWn8ekpCThzJkzQteuXYXY2FhJXXR0tODl5ZXmfzvZ1atXr4RRo0YJ+vr6wr59+1TqtblvJlFOxLaSZrGtlLr0XG/37Nkj+Yxly5bN9DFu3rwp7q9Hjx4Zjp+IiHIPtpWylg7SIXn0fqVSmWp5Rl8p95dRiYmJuHXrFm7duoXw8PBU17lw4QKqVKkCS0tLFCxYEDY2Nli/fr1ajq8uCQkJcHR0xMOHDwEAlStXxtatW3H16lWcOXMGf/zxB0xNTQEAq1evxuLFi1Pdz4wZM7Bp0yYAQLVq1bB79274+vpi9+7d4iiiGzduxMyZM7PgU8kv5QyKHz58EKcFpx9zcHCAr68vGjVqBACIjY2Fs7Mzhg8fjri4OJmjIyKi3ILtJO1RunRplVHOvL29ZYpG/SwtLfHHH3/gr7/+wpAhQ1Tqz58/L84qmHLktkaNGuGff/7BkiVLVGacjouLQ/369eHg4IAyZcqo7DcqKkp8/+1sgwAkfzelNlpccv336gBAT09PUid8MztaajPvJdfr6Kj+2fjttjY2NmjXrh369u2LUaNGYfjw4WJd06ZNcf78eaxcuTLVbe/cuQNvb2+cOHEC//77L3r16iXWtWvXDkOGDJHMhJC8rb6+PgwMDFTiSin5OxEEAYmJieIsdOndDvj6/5/Y2Nh0b/vtd/n582d8/vxZ8pnTs61SqURkZORP/d3y/Plz3Lx5E3fv3sWHDx8QGxv7w20EQYCvry8MDAxgaWmJU6dOISoqCkqlMtW/4b/dTqlU4sSJExgzZgwmT56ML1++iMdUKpWS17efP3lf58+fx4EDB3DlyhUkJCRIZipM7ZjJx01KSsKLFy8QFhaGL1++pPu7Jcrp2Fb6MW2YQRH4el21traW5dhERES5FdtKOYOFhQWmTp0qKTt9+jQuXrwoU0S5U3x8PBYvXowyZcpg48aNqf5dbm1tjVWrVuHp06eYOHGiSluciIi0B9tJNHToUBQoUEBSNn/+fJmiyZ4UCgVatWqFAwcOwNDQUFLn5uaGJk2aoE6dOvDz85MpQvUrWrQo3Nzc8PjxY3Tt2lVS5+vri6JFi2Lw4MHw9/eXKUIiIvVgWylzfjSDYkZUrVoV5ubmAAAvLy/2FyAiItIyCiEHXJ3379+Pnj17QqFQ4OHDhyhfvrykPjm5KjExUaUT7vz58/H7779ndcip2r9/P3r06AEAqFevHry9vVU6Gfv5+aFevXpISEiAhYUF3r17J+loHBwcjEqVKiExMRE1a9bEpUuXYGxsLNbHxMSgSZMmuHnzJvT09BAQEIDSpUtnKF47OzsAwJMnTzK0/feEhIQgMTERenp6KFWqVKb2FRERgfz580vKgoODU+0YTmmLj4/HmDFjsG7dOrGsdu3auHDhgvhHVkrqPI9ERNmBJq+NuV12aycB2aetlBHdu3fHgQMHxOWBAwdi8+bNWR5HdvfteTQyMsK7d+8QFRWFBg0aSH7foaGh8PLyglKpRM2aNeHg4CDZz4oVKxAXF4cCBQpg8ODBkroDBw7g6tWrUCqVmDx5MqysrMS64OBgLFy4EIIgoG3btpLkQAAYM2YM3r59i7x580ragACwa9cu7N27F4Ig4M8//0TVqlXFuufPn2PIkCEQBAGtWrXC5MmTJdsOHz4c/v7+UCgU8PLyktTt27cPf/31FwBgzpw5aNOmjVj36dMntGzZEgBQt25drFy5EnFxcfj06RM+ffqEWbNm4ebNm1Aqlfjjjz9gZGSE1q1bI2/evDhz5gymTZuG2NhY1K1bFzVq1JAk0K1YsQJKpRIFCxZE165dkSdPHkycOBEAMHv2bBw5cgTh4eFo1qwZTE1Nxe3evn2Ly5cvQxAElClTBuXKlUPjxo0xdOhQAECzZs3w7t07hIeHo0GDBhAEQXw9evQIoaGhAL7eRM+bNy+mTJmCatWq4caNGxg0aJCYgGdhYYH4+HgkJCQgISEBHz58kCSf5oA/6ykXsbW1ZVtJA9hWkgoJCcHZs2cRExMDMzMzDB06FL/88gv27t0rrjNz5kzMnTtX7ccm9ZC7vUtEJAfeV9Kc7NZWysn3lDIrOjoapUuXRlhYmFhWu3ZtXLt2LdXBl3Iquc7jtWvXMGTIELFjZkolSpTA9OnT4ezsrNI5n4goM9hO0pzs1k4C2FbShAULFmDGjBnicnL/uwoVKsgYVcZpy3mMjIyEnZ0dIiIioKOjg+Dg4Fzxu+rYsSOOHz8uLrdv3x6TJk1C06ZNc1WbnSgrsa2kOWwrpS0911t/f39UqlRJUhYXF5euwai/dwxHR0d4eHgAAAICAlRyBoiIiL7FtlLW0vvxKtrv1KlTAIAqVaqk2tCYOHEiEhISAAAFCxaEtbU17t27h6SkJMyZMwc9evTQihsAV65cEd9PmzYt1RlQatSogQ4dOuDQoUP4+PEjAgICJB2UV6xYgcTERABfR+T4tiELACYmJli9ejXq1auHxMRELF++HGvWrNHQJ9IO+fLlQ/78+SWzazJB8ecZGBjgn3/+Qb169TB8+HDExsaidu3aMDExkTs0IiLKBdhO0i6NGjWSJCj6+PjIGE3OYG1tneZsSjY2Nvj111/T3HbcuHFp1nXr1g3dunVLta5s2bLYsmVLmtuuWrUqzbo+ffqgT58+qdYVL14cp0+fTnPbf/75J826Hj16iDf4UzIzM8P169clZYaGhjA0NESBAgWwY8eONPfbunVrtG7dOs365GTE1Pz555/4888/06z/npMnT+LNmzd49+4d3r9/j/fv3yM8PBzv379HkSJFULFiRbH8yZMnaNWqFeLj41X28+7duwwdn35MR0cHenp6qb50dXWhq6sLHR0dKBSKn/o3I9v8aNvkB/cp/02tTFvX3b59+8+eIkontpVUbd++HWFhYYiLi8PQoUNVBlf6mVlqNSUuLg6nTp2CnZ2dygAEREREpD5sK+UcpqammD17NkaMGCGW+fr64vDhw+jSpYuMkeVsnz59wsyZM7F69epUB0kyNTXFtGnTMGHCBJX/NoiISLuxnUQAMGrUKCxZsgSRkZEAvg6KuHDhQmzbtk3myLI3U1NTrFy5Eq6urihdurRK30R/f3/kz58fhQsXlilC9UtKSoK9vT28vb3F35OHhwc8PDxQo0YNTJo0Cd27d5ck7hARaTO2lTIn5QyKwNe+D2n1jXn37h3y5Mnzw3sLTZo0ERMUvby8mKBIRESkRTL1117yjYjmzZujWLFi6d7u1atXOHfuHAB8t6Ntet27dw8KhQLNmjVTqQsODsbly5ehUCjQo0cP7NixA3p6erh8+TKaN2+OhIQEbNq0CQsWLMh0HJn1bUfU5Ezd1Hx7w+LbbQRBwJEjRwAA5cuXR926dVPdvm7duihXrhyCgoJw5MgRuLm55fgRisqUKSNJUHz06JGM0WRvAwYMQJUqVbB+/XqsWLEix/92iIhIO7CdpF0aNWokWX706BHCwsJQpEgRmSIiynqCIODNmzcICgpCcHAwgoOD8fz5c4SFhYmv5Iev2ZGBgYHkpa+v/90yfX196Ovrp5ns96OXrq5uhrfN6L6Skw8p6yQ/KCL1Y1tJVXInl7i4OABAnjx5JPWfP3/O8pi+df36dbRu3RpRUVH47bffvpvAT0RERJnDtlLOMnjwYLi6uuLx48di2fTp09GxY0d2dNYADw8PjBgxAv/991+q9c7Ozpg/fz6srKyyODIiIlIHtpMIAPLmzYvRo0dj3rx5YtmuXbswZ86c7/4u6Pv09PTQr18/9O3bN9V7kSNGjMD169fRv39//PXXXzAzM5MhSvXS0dHBwoULMX36dGzevBnLly9HaGgogK8zjPXu3Ru///47xo0bh8GDB+eIz0xEORvbSpmTL18+6OrqQqlUimVv375VSVDcu3cvZs+ejcDAQBw7dgwdOnT47n6bNGkivvfy8sJvv/2m3sCJiIgowzL1lMbZ2RkKhQKHDh36qQTF+/fvw9nZGTo6OmpJUEyeTaJChQoqdcmzKyoUCixbtkx8MNWgQQN06tQJBw4cgKenZ6ZjUIdy5cqJ7588eaIytXWykJAQAF8/07ezAD59+hSvXr0CIG2ApaZJkyYICgrCy5cv8ezZM9ja2mY2fK1WtmxZXLt2TVwODg6GIAgQBIEdUjOgatWqWLt2rUp5eHg48ufPL0NERESU07GdpF2qVKkCMzMzfPr0SSzz8fFB9+7dZYyKSDOio6Px6NEjBAUFicmIyf9GRUXJHZ6Evr4+8ufPjwIFCqBAgQIq783MzGBiYgJTU1OYmJiIr5TLhoaGOeKBB1FuwraSqoEDByIhIUEcnVXbEhQrVaqEhIQEAMCBAwfg5ubGDvVEREQawrZSzqKvr4958+ahV69eYllgYCDc3d0xePBgGSPLWd69e4exY8di9+7dqdZXq1YN69evR82aNbM4MiIiUie2kyjZ2LFj8ddffyEmJgYAoFQqsWTJEg6qpQYKhUIlEc/X1xeXLl0CAFy+fBmmpqZyhKYxZmZmGDt2LEaNGoX9+/dj6dKluHXrFgAgNDQU48ePR7Vq1X74/w0iIrmxrZQ5Ojo6KFiwIMLCwsSyt2/fqqynq6uLwMBAAF/7Hv0oQbF69eowNTVFdHQ0vLy8IAgC+zcQERFpCVkzswRBUMt+kmfGs7S0VKnz9vYG8LVBkjKJMrnBpy2z6fXu3Rvm5uYAgMWLF0tGjUh2+/ZtnDhxAgDQp08fcX0A8Pf3F9//aMrqb+sDAgIyFXd2ULZsWcny5cuXUbNmzTQfqtHPu3XrFkqVKoXly5er7b9tIiKiZGwnaRddXV3Ur19fUpbc7ibKjpRKJZ48eYKTJ09i5cqVGDlyJFq2bInixYsjT548qFatGnr16oXZs2dj586duHnzpsaTE/X19VG0aFHY29ujadOm6N69O3777TfMmDEDy5cvx7Zt2+Dh4QFfX1+EhIQgMjIScXFxeP36Ne7fv4+LFy9i//79+OeffzBv3jyMHz8eQ4YMQZ8+fdC5c2e0atUKDRo0QLVq1VC2bFkUK1YM+fLlg5GREW/eE2VDbCupqlevHpo3b47OnTsD0L4ExTx58sDR0REA8P79e8nAWkRERKRebCvlPD169ED16tUlZXPmzMGXL19kiihnOXv2LBwcHFJ9jmpkZITFixfD19eXyYlERDkA20mUrECBAhg+fLikbMuWLXj58qVMEeVsxYsXx5QpU2Bubo6JEyeqDK5/+/ZtJCYmyhSd+ujp6aFXr164efMmLl68KN4PrVWrFho3bixZl215ItJGbCtlXvJAoslSS1Bs2LAh9PT0UKdOHdjY2Pxwn/r6+mjQoAEA4NWrV2KCKBEREclPlmG5k5OX1NXpMS4uDsDXmS1SunLlChQKRaqjTxQuXBgAtGbWiwIFCmD79u3o3bs3Ll++jFq1amHcuHEoW7YsPn/+jMuXL8PV1RXx8fGoXr06XF1dJdu/ePFCfP+jGS2LFy8uvn/+/Ll6P4gWSpmgeO/ePQDAjBkz0KVLF5iYmMgRVo4RFhaGdu3aITIyEhMmTMC1a9ewceNGucMiIqIchO0k7dOoUSOcPn1aXGaCImUHiYmJePjwIW7fvo3AwEBxNsTHjx8jPj5eY8fV19dPc1bD7812yERBIkovtpV+TNsSFAGgffv22L9/P4CvncAbNmwoc0REREQ5E9tKOY+Ojg4WLlyINm3aiGUvXrzAmjVrMGnSJBkjy97i4+Mxc+ZMLF26NNX6Zs2aYf369ShdunQWR0ZERJrCdhJ9a+LEiXBzcxOfl8THx2PZsmVYvny5zJHlPEWLFsXixYsxY8YMGBoaSurCw8PRoEEDFClSBNOnT8eQIUNkilJ9FAoFmjZtiqZNm8Lf3x+fP3+WPAMTBAFNmzZFvnz5MGnSJDRv3pzPyIhIK7CtlHnpSVAsXLgwoqKiYGxsnO79NmnSBGfOnAEAeHl58V4FERGRlpAlQfHdu3cAVDsGZZSlpSXevXunMmpTUFAQXr9+DYVCgXr16qlsl3xDRU9Plq8hVZ06dYKfnx9cXV2xadMmDBgwQFJfuHBhzJ07F0OHDlVJqvv06ZP4/kfframpqfj+ex2y7Ozs0qx7/vy5pFGszb6dNv1bJUqUQEREBBMUM6lw4cIYOnQo5s+fDwDYu3cv7t+/jzVr1sDKykrm6IiIKKfQtnYSkHPaShmRsgP93bt3ERUVJRkNjkhOSUlJCA4Oxs2bN3Hjxg3cuHEDd+7cUfsIrEZGRihTpgzKlSsHOzs7WFlZoXDhwihSpIj4yps3Lx+kEpHGsa30fdqYoNiqVSvx/dmzZ/Hnn3/KGA0REVHOpm1tJW1qJ2VXrVq1QvPmzXHhwgWxbP78+XB2dkaBAgVkjCx7evr0KXr27ImbN2+q1FlYWMDV1RUDBw7k/Q0iohxI29pJANtKcrGyssLgwYPx999/i2Xr1q3D9OnTUbBgQRkjy7lSe666du1afPnyBU+fPsX9+/dliEqzKlasqFLm4+MDX19fAMCpU6dQrVo1TJw4ET179oS+vn5Wh0hEJMG2UuakJ0ERwE8lJwJA27ZtERoaiiZNmqBly5YZjo+IiIjUSyerDxgXF4dt27YBAGxtbdWyz4oVK0IQBBw6dEhSvnv3bvF9o0aNVLZLTmjUppso8fHx2LZtG44cOSLONPmtN2/eYMeOHTh37pxKXWxsrPjewMDgu8f5dvQldXfQ1UapjY4xf/58eHl5/XBkEvoxhUKBefPm4dChQ+LNs4CAAIwZMwZ3796VOToiIsop2E7SLrVr15Y8EEpKSsKVK1dkjIhyuzdv3uDAgQOYOnUqmjdvDktLS1SoUAH9+/fHqlWrcPXq1Qz/N61QKGBjY4PWrVvjf//7H1avXo3Tp0/j2bNniI6Oxr1797Bv3z4sXrwYY8eORa9evdC0aVOUL18eFhYW7LxHRFmCbSWphIQEfP78GW/fvkVSUpJWJigWK1YM5cuXBwD4+voiMjJS5oiIiIhyLraVch6FQoFFixZJyj5+/Ig//vhDpoiyr9OnT6NGjRqpJie2b98e/v7+GDRoEO9vEBHlUGwn0bemTJkCXV1dcfnLly+cQTGLNWnSBG3atIGuri7Gjx8vqVMqlQgMDJQpMs2JjIxEyZIlxeXbt2+jX79+sLOzw7Jly3jflIhkxbZS5qQ3QfFnVa9eHevWrUOfPn1UjkFERETySffUge7u7nB3d0+1bubMmVixYsV3txcEAdHR0QgMDER0dDQUCoXaRi1wdHSEp6cn/Pz8MGXKFAwaNEgcsUKhUKB+/fqpJiHeunULAFC2bFm1xJFZ0dHRaNeuHby9vaGrq4spU6Zg4MCBsLOzQ2xsLK5fvw4XFxf4+PjAyckJy5Ytw4QJE8TtjYyMxPfJs0OmJS4uTnz/vZEnnjx5kmbd90bhyKzixYtDEAS1PejKkycPrK2tJbNslitXjg/S1MzJyQk3b95Et27dcP/+fQQHB2PgwIFwc3NDqVKl5A6PiIiyMW1sJwE5p62UEcbGxqhVq5YkKdHb2xtt27aVLabsRhvOY3YWHh6OM2fO4Pz58/D29kZwcHCm92lhYYFy5cqJr7Jly6JcuXIoXbr0T4/YR0SUldhWkipevDicnJxw/vx5xMfH4+PHj1qZoAgArVu3RmBgIJRKJS5evAgnJye5Q9IKbCcREZE6aWNbKTffU1KnWrVqoXfv3pJBa9etW4fhw4ejcuXKMkamWeo6j4IgYOHChZg5c6ZKJ0sDAwMsWbIEY8aMyTG/FyIiUqWN7SSAbSU5lSxZEv369ZP0EXRzc8PkyZNhaWkpY2Tpl93PY+PGjdG4ceNUZ8A6duwYunTpAkdHR/z555+oUaOGTFGqV4cOHdC2bVscPHgQS5cuFQfOePHiBSZPngwXFxcMGTIEY8eOhY2NjczRElFuwrZS2tJ7vU2ZPPjmzZsf7jsxMRF6enrZ/ppORESUG6U7QfHZs2fw9PRUudALgoCHDx+m+4DJDzeKFCmCiRMnpnu77xk2bBiWLVuGt2/fwtXVFa6uruKxFAoFfv/9d5VtEhIScPr0aSgUCtSsWVMtcWTWnDlz4O3tDQAqU4EbGBigVatWaNasGVq3bo2LFy9i8uTJaNGiBapUqQIAMDMzE9f/USer6Oho8f2Ppg6Xw49GC8mIsmXLShIUU3Zg/vz5M5RKJfLmzav2Y+cmZcqUwdWrV9G7d28cO3YM8fHxGDRoEEJDQzF79mz+sUBERBnCdpKUJtpKGdGoUSOVBEVKP205j9lFUlISbt26hZMnT8LDwwO+vr5ISkrK0L7s7Ozg4OCgkoxYoEABtleJKFtiW0nKwMAAenp64sPe+Ph4rU1QbNWqFVatWgUA8PT0ZILi/8d2EhERqRPbSv8nJ15jFy9ejMOHD4uzCyQlJWHcuHE4f/58jv0bXx3nMSoqCs7Ozjh06JBKXdmyZfHvv/+iWrVqmT4OERFpN7aTpHJiWykjpk+fjm3btol9/D59+oRVq1Zh9uzZMkeWPjnlPKZMTgQg9ok8ceIERo0aldUhaZSenh569uyJHj164NKlS3B1dcWxY8cAfP0NLl++HM+ePcPBgwdljpSIchO2ldKW3uvtz8yguHr1ahw8eBD37t3D69evc8w1nYiIKDfR+dkNBEEQX6mV/T/27juuifuNA/gnYQqCE1RERVDBPXAPBBdu6x6tWretWrVWrXvVUau1jlZrtWprHdW6qlJwgCgucA8QFLcigggIyEjy+8MX9+MIICPJhfB5v155mXvuLvfEQ+9Lcs/3ye4BfBg01atXD19//TWuXLmC8uXLa+RNWFlZ4ejRo7CzsxMdUyaTYe7cuejWrZvaPocPH0ZsbCwAwMPDQyN5FIRKpcLvv/8O4MOXPhkHshkZGxtjyZIlAD58wbZ9+3Zhnb29vfD82bNnOR7v6dOnwvOsPtAwRNWrVxcth4WFCc8fPXqEVq1awcPDQ2MtxIsyS0tLHDx4UPRh2NKlS/NUzExERJSO4yT91aZNG9Hy5cuXRbO6EWnC7du38e2336JKlSpo0qQJ5s+fj4sXL+a6ONHOzg69evXCkiVL8N9//yEqKgoPHjzAoUOH8P3332PkyJFo1aoVbGxsDPbGRSIybBwrZa1Ro0bo3LkzevbsCblcrrcFii1atBCeX758WcJMiIiIDBPHSoavUqVKmDlzpijm6+ubZeEdfRASEoJmzZpl+XfUt29fBAUFsTiRiKgI4DiJslOjRg0MHDhQFFu7di3i4uIkyoiAD//++vTpg8qVK6NWrVro3LmzaP3r168N4hzJZDK0bdsWR44cQUhICMaNGyd0IMvYlQwAFApFviczJSL6GI6VNCMvBYqBgYHw8/PDmzdvEBgYmKvXj4qKwoEDB7Br164C5UlERESakesOigsWLFCbCUkul0Mmk+HgwYPo2bOnxpPLC1dXV4SGhuL48eO4f/8+LC0t0aFDB7i4uGS5/cuXLzF8+HDhl1qpvXr1Cm/evAGAj37h4+rqKjwPCQkRnteqVSvLeFYyrq9Zs2aeci2satSoIVpO76CYlpaGrl27Ijg4GADw5ZdfYv/+/TrPz9AYGRlh/fr1cHR0xDfffINff/0VderUkTotIiIqhDhO0l+tWrWCTCYTJiRJTk5GUFAQWrVqJXFmVNi9ffsW27dvx/bt23Hjxo1c71e8eHG0aNECzZo1Q+PGjdGkSRPY2dlpMVMiIulxrJS1hQsXipajo6NFy6mpqUhJSZF89tUyZcrA2dkZxsbGvAmciIhICzhWKhqmT5+OrVu3im7mmzx5Mjp16lQoug7oko+PD/r3769287pcLsfSpUsxc+ZMTuBERFREcJxEOZkzZw727NkjLMfExGDjxo1qE0OQ7sjlckydOhWTJk3C06dP1cZs8+fPx65duzB27FjMmjULpUuXlihTzXF2dsamTZuwZMkSHDhwQO076H379mHhwoWYOnUqhg0bhmLFikmUKREZIo6VNCOrAsX0BkSZtW3bFn/++SccHByEv/ucpKSkoFKlSnj//j0cHR0xZMgQjeVNRERE+ZPrAsXsZOykKLVixYqhb9++udp20qRJWs4mb4yN/38q0tLSctw2NTU1y/2qVq0KOzs7vHjxAmfOnMnxNfz9/QEAFStWhIODQz4y1q64uDhhEGptba2R18yuQNHY2BgHDhxAx44dYWRkhHXr1mnkeATEx8dj1KhRcHNzQ+PGjUXrIiMjYWZmhhIlSkiUHRERFRYcJ6nTxlgpP0qWLIm6devi5s2bQuzs2bMsUMwlfTmP+uT+/fv46aefsH37diQkJHx0+2LFiqFdu3Zo37493NzcUL9+fdG/fSKiooBjJXVZXWOzujH93bt3enGjzs2bNyUvlNQ3HCcREZGmcKwkZqjXWAsLC6xcuRKDBw8WYs+ePcOCBQuwevVqCTPTjvyex19//RUTJkyAQqEQxUuXLo3du3ejU6dOmk6ViIj0GMdJ6gx1rJQfderUQe/evUUdl1evXo2JEyfC0tJSwsw+ztDPo7GxMapWrSqKvX79Gtu3b8f79++xadMmzJkzR6LstMPGxgbjxo0TxVQqFVavXo179+5h/PjxmDt3Lr744gt8+eWXKF++vESZEpEh4VgpZ7m93pYrV060nJycjPj4+Cz36du3Lzp27IjKlSvn6himpqZo2rQp/P39ER4ejufPn6NixYoFfGdERERUEPKC7KxUKqFUKiXvnmgISpcuLQygLly4kOOANuNANeMHDjKZDL169QLwYTaNixcvZrn/xYsXhdk2evXqpZezYL5+/RoRERF4/fq1xl4zc4Hi69ev8fbtWwCAi4sLAgIC4O3tzQ4rGpR+HkuVKqW2burUqahRowZ+++03tS9CiYiIMuI4SZ02xkr51aZNG9Hy2bNnJcqk8NGn8yi1Bw8e4PPPP4eLiwt+/vnnHIsTq1evjsmTJ+O///7DmzdvcPToUUydOhWurq4sTiSiIoljJXVZXWOzKlDMTTG8LrA4UR3HSUREpCkcK4kZ8jV24MCBaN++vSi2du1aXL9+XZqEtCiv51GlUmHevHkYP3682ndyDRs2xJUrV1icSERUBHGcpM6Qx0r5kbnI7fXr1/jtt98kyib3iuJ5TE1NxWeffQYzMzOMGTMGJUuWFK1/+vQplEqlNMlpSVxcnOgz36ioKCxZsgRVqlTByJEjcfv2bQmzIyJDwLFSznJ7vbWxsVGLRUZGZrltyZIlheLE3B4j4z1L586d+1jaREREpGUFKlAsbBQKBW7evImrV6/qzQ1I6eRyObp16wYAePHiBZYuXZrldjExMZg5c6aw3L17d9H6KVOmwMjICMCHLpFJSUmi9UlJSUL3SGNjY0yZMkVTb0HvVa1aFXK5+Ec+LCxMeF65cmU4OzuL1sfExKB///6irkBUcBcuXMCuXbsQGRmJsWPHwtXVFX5+flKnRUREeorjJP2WuUAxICCAkw9QroWHh2PkyJFwdnbGjh07sv3ZsbOzw/Tp03Hjxg2Ehobip59+gqenJ8zNzXWcMRGR/uFYKXeymtn93bt3EmSSM46jiIiINItjpaJDJpPhl19+EU3+oFAoMG7cuCI9xlIqlZg4cSK+++47tXUDBgzAuXPnCkVnBiIi0jyOk+hjXF1d0bVrV1Fs5cqVeP/+vUQZUXbs7Ozw22+/4fHjx/j2229F6xQKBdzd3VGnTh1s3boVKpVKoiw1q0SJEvD19UVQUBCGDBkiTGKakpKCbdu2oW7duvD09IS3t7fBvGci0i2OlTTD0tJS7Tu67AoU86N169bCc06oTkREJD2DKFBMSEjAgQMHcODAATx58iTLbf744w+UL18eDRs2RJMmTWBra4vZs2fr1S+g8+fPh4WFBQBg4cKF6NmzJ/755x9cu3YNFy5cwJo1a9CgQQPcvXsXANC+fXu12Sxr1KiB6dOnAwCCgoLQqlUr7N27F0FBQdi7dy9atWqFoKAgAMD06dNRvXp1Hb7D3LOxsUH58uWznD0jv0xNTUWzkwBAaGhojvssXboU+/fvR4MGDfD7779rLJeiIrvzaGdnh/79+wvLN27cgIeHB/r06fPRc0JEREUTx0li2hgr5VfmAsXY2FjcunVLomwKF306j7r2/PlzjB49Gs7Ozti2bVuWNwoaGRmhX79+OHnyJJ48eYKVK1eiXr16EmRLRKT/OFYSs7Gxwblz5zB9+nR4enri1q1bMDIyQrFixUTb6VuBYkpKCnr27AlPT08EBwdLnY6kivI4iYiINI9jpf8z9GtsjRo1MHv2bFHs8uXLWLt2rUQZaUduz2NKSgo+/fRT/PLLL2rr5s6di927dwv/NoiIqGjiOEnM0MdK+TF37lzR8suXL7Ft2zaJssmdonwey5UrB1tbW1Hs8OHDCA8PR3BwMPbs2VMounLlhaurK/766y+Eh4djxowZKFGihLDOx8cHXbp0waNHj6RLkIgKNY6VspeX623ma1NuCxRzc4yWLVsKjWtYoEhERCQ9mSoXFXr+/v7Cczc3tyzj+ZXx9fJrx44dGDFiBIyMjBAeHo5KlSqJ1v/333/o2rUrZDKZqCBRJpNh4sSJevWl1MmTJzF48GBERUXluF27du2wf/9+lCpVSm2dUqnEmDFjciyoGzVqFDZv3qzWUTAvHB0dAXzoelJYdO3aFV5eXsLy/PnzsWjRoiy3TUlJQb169XDv3j2Ym5sjNDRU7WeLCsbf3x9TpkzBtWvXRPHGjRujU6dO6NWrF5o2bSpRdkREeVcYr42FSWEaJwFF6+ehevXquH//vrC8du1afPXVVxJmRPoqMTERq1evxooVK5CYmJjlNpaWlvjiiy8wadIkVK5cWccZEpE2FaVroxQ4VhKbPXs2li9fDgA4ffo0PDw8YGtri9evXwvbpMf1QXJyMvr3749///0XAGBhYYH9+/ejS5cuEmdGRES6wrGSdhWmsRJ/FgomOTkZ9erVE02IaWZmhqtXr6JWrVoSZqZbiYmJ6Nu3L/777z9RXCaTYdOmTRg7dqxEmRER5R2vjdpVmMZJAH8epNChQwecOnVKWK5cuTLCwsJEnatJf509exZz5szB2bNn4eXlhc6dO4vWv3jxAnZ2dhJlp3nv3r3D77//jp9++gkPHz5E7969ceDAAdE2aWlpQsdFIkPAa6N2caxUcM2bN8elS5eE5U2bNmHcuHFZbvv+/Xts3boVZ8+eRdmyZbFhw4aPvn6jRo1w7do1yGQyvHnzBiVLltRU6kREZAD08dpoyHL1m5a7uztkMhlkMhnS0tLU4vmV+fXy6+TJkwCApk2bZllAlt4+W6VSoX79+qhatSpOnTqF+Ph4/Pzzzxg5ciTq169f4Dw0oUOHDggJCcHWrVvh5eWFO3fu4O3btzA2Nkb58uXRpEkTDBkyBD179sz2714ul2Pr1q3o27cvNm/ejMDAQERFRaFs2bJo0qQJxo0bV2RvbqpRo4aoQDGnbn2mpqa4fv06NmzYgLS0NLWfrW+//RY3b95Ehw4dMGrUKNEMTJQ7bm5uCAwMxB9//IHZs2cjIiICwIeZYoKCgvDmzRu1AkWlUlngX8KIiKhw4jhJf7m5uYkKFP39/VmgSCIqlQp79uzBzJkz8fTp0yy3sbCwwIQJEzB9+vQiOastEVFBcawklvEGqZSUFAAfiuAzFijqUwdFhUKBevXq4dq1a3j27BkSExPRu3dv+Pn5oXnz5lKnR0REVOhxrFR0mJmZ4bfffoO7u7swcW1ycjKGDh2KixcvwsTEROIMtS8mJgbdu3fH+fPnRXETExP89ddf6N+/v0SZERGRPuI4iT5m7ty5ogLFJ0+eYOfOnRg5cqSEWVFutWnTBv7+/rh69SoaNmwoWhcSEoLatWujW7dumDVrFlq0aCFRlppTvHhxfPXVV5gwYQIOHz4MBwcH0frU1FTUrl0b7u7umDp1KmrWrClNokRUaHCsVHCZOyhm/K4uMxMTE8yaNQvx8fEoX7481q9f/9E6hTZt2uDatWtQqVQICAhAt27dNJI3ERER5V2uOiimFwPJZDIoFAq1eL4Pnun18svV1RXXr1/HjBkzhJnR012/fh2NGjVS65YYGhoKV1dXJCYm6l0XxcKiMFYT//zzz5g4caKw3KhRI1y5ciVfr1WzZk2EhITAyMgIb968gbW1tbAuNjYW5ubmMDMzK3DORUV8fDw2btyIv/76Czdv3gQA/PPPP+jTp4+wzYsXL1C7dm20bt0abm5uaNu2LRo2bFgkvkwmosKhMF4bSXuK0s/Djh078PnnnwvLNjY2ePXqVYEmMyHDcePGDXzxxRe4cOFCluuLFSuGL7/8EjNmzFD7YJqIDEtRujbSx2n75yE+Ph7v37+HmZkZLCwsYGxsjLp16+L27dvCNrt27cLgwYO1cvz8SkpKwrBhw7B//34AH760DQoKynJSNiIiMiwcK1E6/ixoxrRp0/Djjz+KYgsWLMDChQulSUhHIiIi0KlTJ9y6dUsUt7CwwMGDB9GpUyeJMiMiyj9eGykj/jzonkqlQps2bRAQECDEqlWrhuDgYHahK+TGjRuHzZs3AwDWrFmDKVOmSJuQDuzevRtDhgwRlrt06YKJEyfC09MTRkZGEmZGlH+8NlJG+vjzMHr0aGzdulVYnjRpEtatW5ft9p07d4a3tzeKFy+O0NBQVKhQIcfX379/vzAZ08yZM7FixQrNJE5ERAZBH6+NhixXnxIsWLAgT3FdS2+d7ezsrLbOx8cHAGBsbIz58+cL8Ro1aqBfv37YsWOH6AMU0g8pKSlQqVSQyWSiGe8LqkaNGqLl0NBQ4Th5ERcXh9jYWAAfOndmLE4EgFWrVuGHH35A06ZN8fPPP6Nu3bqifaOjo1GyZEmUKFHCoLsB5uU8WllZYcaMGZgxYwZevnyJkydPol27dqJt/P398fbtWxw9ehRHjx4F8KH7QatWrdCyZUuUK1cOpUqVQoUKFeDm5qa190VERCQ1bY2V8ivzdff169e4d+8eXFxcJMqocNC386hp79+/x5IlS7By5UqkpaWprZfL5Rg9ejQWLVqE8uXLS5AhEREZqpSUFJiamsLMzEx0jS1evLhoO33qoJiuWLFi+OuvvxAdHQ1fX19ERkZi5MiR8PHxKVKTPxj6OImIiEgqRekau3TpUvz333+4e/euEPvuu+/QrVs3NGnSRMLMCi678/jy5Uu4u7sjNDRUtH2pUqVw/PhxduYmIiL6iKI0VsoLmUyGefPmoXPnzkLs/v372Lt3Lz799FMJM8saz2Pu1a1bF/b29oiJicGIESNE6+Li4hAZGYlq1apJlJ12REdHw8rKCvHx8QAALy8veHl5wcHBAWPHjsWoUaM4oSoRUS7k5Xqb+f/VyMjIHLdfvHgxli5dipo1a8LIyEj43i87bdq0EZ6fPXs2F9kTERGRthhUgWLmIjEAOHfuHACgefPmKFOmjGhd06ZNsWPHDlbD6qGnT58iLS0NxsbGcHJy0tjrZi5QfPfuHV69epXnG6Ktra3x/PlzBAcHIy4uTm39uXPnkJycjLNnz6JUqVKidUeOHMHQoUMBAOvWrcOkSZOEdWlpafD09ISFhQUaNmyIxYsXi/Y9evQowsPDYWZmhs8++wyWlpbCulevXuHWrVswMzODo6MjKlasKNr3xYsXkMvlMDMzU8tJoVBAJpNpvFgyv+exQoUKwt9RRnFxcShbtqzwbx4AEhIS4OPjIxQjA0CdOnXUZobt06cPgoKCULJkSVhYWGT76NSpk2j22NTUVOzduxempqbCw8TEJMvlKlWqoFixYsK+KSkpSEpKgpGRkeghl8uL1E2FhYlKpUJ6Y+H059nFCrqc230y58eYfsc+9oEIkaZoa6yUXw4ODrC3t8ezZ8+EmL+/PwsUP0LfzqMm+fv7Y8yYMWo3xKXz8PDAmjVrUL9+fR1nRkRERUF219jCUKAIAKampti/fz/q1auH58+f4+TJk9i0aRO++OILqVPTGUMeJxEREUmpKF1jzc3N8ccff6B58+bCxEkKhQLDhg3D1atXRd/nFDZZnceXL1/Cw8ND7bMYOzs7+Pj4oHbt2lKkSkREVKgUpbFSXnXq1AmNGzdGUFCQEFu6dCkGDx6sdxOz8zzm3sSJEzFu3DjcvHkTJUqUEK3btm0bpk6dig4dOuCHH34wmO/0Jk6ciGHDhmHr1q1Yu3YtHj9+DAB49OgRZs+ejQULFqBv376YNGkSWrZsKXG2RET6Ky/X28wFiq9evcpx+6ZNmwIAHjx4kKtjlCtXDrVr14a1tTXat2+fy3dARERE2pCrAkV9p1QqAUDoaJfRhQsXIJPJRDMkpLOxsQGgvzcjkeZVqlQJZmZmSE5OFmJhYWH56tgik8lQq1atLNe5uLjgyZMnUCgUsLe3F62LiYkRnmcuFExKSsLp06cBfOg4k9nWrVtx6NAhAEDv3r1FBYpnz54V2pSvWrUK06ZNE+3r4OCA1NRUNGzYEFevXhWtGzt2LH7//XcAwJ07d0Tv69y5c+jVqxeMjIwwefJkzJkzR7Svm5sbXr9+DTs7O5w6dUq07uDBgzh16hRUKhWWLVuGRo0aCesePHiA4cOHQyaToWfPnpg+fbpo3/HjxyM8PBzm5uY4cuSIkOeYMWOwYcMGbNmyBdHR0UhOThYVLAJAREQEBg0ahKZNm+Lrr78GADx79gxPnz7F06dP1f5eMzpx4gR27tyJESNGwMPDAwkJCVkWS2alR48eKFeuHJYvX46yZcvin3/+wZAhQ7LcVi6XCwWLxsbGGDp0KGxtbbFw4UIAwLRp0/D3338jKSkJKSkpAIASJUrAyMhIeI20tDSYmJjA0dERVapUQc2aNZGWloZt27YhMTER8fHxQvFpxgJulUqF5ORkWFlZwdLSElWrVoWlpSViY2Nx7do1KJVKJCQkAPjQfdbc3FzYD/jwc2ptbQ25XI5KlSpBpVLhzZs3iI6ORmpqqpCviYmJkG96wV1qairMzc1hbGyM4sWLQ6lUIjY2FikpKVAoFFAqlVCpVDA2Fl+e0v+fl8vlwuuqVCokJSUB+HBTQca/24z5KpVKoSBULpeL4lkVmBEVVNWqVaVOgUjnZDIZ3NzcsGvXLiHm7++PsWPHSpgVSSExMRHffPMNNm7cmOV6JycnrFq1Cr169eKEDUREpHOFpUARAEqXLo3ff/8dnp6eAIDZs2djwIABahOwEREREVH2XF1dMW/ePNGkuyEhIRg3bhx27NhhMJ9NpBcn3rt3TxR3cnLCiRMn+Jk1ERERFVh6F8VevXoJseDgYPzzzz/CvUpUOJmYmMDV1VUUUyqV2LBhA1QqFU6cOFGoJ/fIirW1NaZOnYpJkybh+PHj2LhxI7y9vYX7mvbs2QN7e3sWKBIRaUi5cuVEyx/roJgfN27cEN1bS0RERNIwiALFMmXK4OXLl8KMNumuX7+O6OhoyGQytGjRQm2/9MIWdjoqOuRyOapVq4Y7d+4IsdDQ0CwLWAsi/YbsrLorOjo6YuDAgYiJiVH7QjAxMVF4nrH4MKv1mX9u04vCsloH/L+AK6tBeFbFXenev3+PN2/eAPj/v5mMwsLCEBERIcotXVRUFMLDw5GWliYUvKVLSEhAQEAAAKBmzZpq+54/fx63bt1S+5BLJpPh/fv3uHnzJgAIHQVu376NmJgYPHnyBIsWLcLevXuRkpIiFCiWKVMG5cuXR2RkpFDslpWbN2/i5s2baNWqFTw8PJCamprttpn9+++/AIA5c+agbNmyOR5HqVRCqVQKr79x40ZYWlri+PHjiIyMxMuXL0XnFADi4+OzfK1Hjx59NLesbrpMP693797Ncd+sjpt+Pp8/f57tfhkLgTNKL77NXFiaUcafydy+brqs/t4zFiUSEZF2ZC5QPHPmDFQqlcHc6EUfd+PGDQwePBjBwcFq64yNjTFr1izMnj1bmPyAiIhIm16/fo3Q0FBcuHABjRs3houLS6EqUAQ+zEw/bNgw/PHHH3j79i02btyIuXPnSp0WERERUaEya9Ys/Pvvv6JuP3/++SdcXV0xefJkCTPTjIiICLRr106tOLF69erw9fVFxYoVJcqMiIiIDE337t1Rr1494X4dAFiwYAH69OnDggADk5qaitGjR2Pz5s2wt7dHjRo1ROv9/Pzw+PFj9O/fHxYWFhJlWXDGxsbo2bMnevbsifDwcGzevBlbt25FVFQUxo0bJ9o2KioKjx8/VivmJCKij8vcQVEbBYocixAREekHgyhQrFevHl68eIF9+/YJ3ccAYMeOHQA+FFy1bt1abb8nT54AACpUqKCTPEk/VK9eXVSgGBYWprVjZexal65bt27o1q1bltvb2tri3bt3SEhIyPJm/lmzZmH48OFISUlRK2CsVasW5syZg5SUFFGnwnS9e/dGWloaqlWrprauWrVqaNGiBRQKhdoHR+bm5qhWrRoUCkWWs/RbW1sjMTERVlZWauvkcjmMjY2hVCrVCh8zdq7L6r2mr89qXcYiM7lcjurVq6N69eoAPswSu2jRIrV9vLy8AAAdOnQQOj0+evQIMpkMiYmJSExMxP79+7F8+XLRfhYWFli/fj2SkpIwY8YMAIC9vT2GDBmClJQUoWPgiRMn1AoFy5cvj44dO+Lp06cICQkB8KF4VKFQZFmAl5CQgMDAQLU4ERFRYeDm5iZafvbsGR4/fgwHBwdpEiKdUalU2LBhA6ZPn57lRAJNmzbFli1bULduXQmyIyKiourOnTtYuXIlwsPDsX79+kJZoAgAy5cvx9mzZzFz5kyMGjVK6nSIiIiICh0TExPs3LkTTZo0EU3IOG3aNNSrVw8eHh4SZlcwMTEx6N69u/AdVLpq1aqxOJGIiIg0Ti6XY968eaKOicHBwfjrr78wbNgwCTMjTTMzM8PMmTMxffp0REdHq61fsWIFvL29MXnyZFy+fFmtgLEwcnR0xIoVK7Bo0SKcPXtW7f66zZs3Y86cOWjUqBFGjhyJIUOGoFSpUhJlS0RUuGQuUIyOjkZaWhqMjbMvYXjz5g3Onj2L27dvo3nz5nByctJ2mkRERKQBBlGg2KtXL/z3338ICQnB4MGDMXz4cFy5cgU///wzZDIZOnTogBIlSqjtl14I5OzsrOuUSUKZPxQJDQ2VKBN1MpkMlpaWWXZPBAB3d/ds923QoAEaNGiQ7fr9+/dnu27u3LnZzsDfunXrHIs4M8/ImtGoUaMwfPhwGBsbq/2CUK9ePaSmpmbbWenixYtQKBSiQsZ0EydOxOeffw6lUqn2YY+NjQ0ePnwIAGrdFwHgjz/+EDpBVqpUSVQ46eTkhM8//xzA/38psrS0xMSJE6FSqdC9e3fhdTMXWzx9+hSxsbFITExEaGgodu/ejQsXLuD69et4/fq1sF3mrohEpDvZdXHLGM+pODpjLP25TCYT9lGpVDl2/yQydC4uLihbtqyoQ66/vz8LFA1cbGwshg4dKnSSzsjCwgJLly7FpEmTOFsdERHpnImJifA8/XfxwligaGdnh7CwMF5LiYiIiArA2dkZO3fuRK9evYSYQqHAgAEDEBQUhCpVqkiYXf7ExcVhxowZWRYn+vn5sTiRiIiItKJPnz5o0KABrl+/LsQWLlyIQYMGwdTUVLrESCvkcjlsbGxEsadPn8LHxwcAULp06Swnyi/MzMzM0KFDB1FMoVDg119/BQBcvXoVV69exbRp09C7d2+MHDkS7dq14+e3REQ5yFygqFKpEB0djXLlymW7z8WLF7FkyRIYGxtDpVKhX79+uTqWSqXC/fv34eDgIPqukIiIiHRDIwWKsbGx2LZtG7y8vHD79m3ExMRk2TkjM5lMhrS0tAIff8SIEfjxxx8RFhaGv//+G3///TeADwMNIyMjzJs3T22fxMREnDx5EjKZDE2bNi1wDlR4pHfaS6fNDoqUPZlMluMMKNkVaaavy269sbFxjoUQdnZ22a4rUaJElsXMwId8a9asKYqpVCqEh4cjICAAFy5cwMWLF3Hz5k1Rh0dNsrCwQLFixWBubi48zMzMhOempqYwMTGBkZERjI2N8/Rn5udGRkaQyWSQy+WQy+U6e57+Z/rfefoj83JWMUPeJrOPFc/lNWaIrykVR0dHqVMgkoxMJoObmxsOHDggxPz9/TljqgF78OABevTogeDgYLV1jRo1wq5duzgZDBERSaZq1aoYN24cLC0t0apVKwDqBYoJCQlSpJZnvLmFiIiIqOB69uyJBQsWYNGiRUIsKioKvXv3xrlz52BhYSFhdnmTkJCABQsW4MmTJ6K4k5MTOycSERGRVsnlcnz33XfCBN8A8PDhQ/z+++8YP368hJmRrtjb2+PcuXP47bffULduXdHE8MCHTuVv377F6NGj0bx5c726nyO/lEol5s6di19//RVXrlwBACQnJ2PPnj3Ys2cPKlWqhM8//xyff/457xkhIspCmTJlRE0AACAyMjLHAsVWrVoJ15Bbt27l6ji//PILli5dihcvXiAgIAAtW7YsWOJERESUZwUuUPT398egQYPw6tUrAMiy25m2mZqawtvbG3379sW1a9eEuIWFBdauXZvlIGPPnj1ITEyETCZDu3btdJkuSSxzB8X79+9DqVSqfWBClJXExET8+++/OHbsGHx9ffHs2bN8v5apqSmqV68OBwcH2NnZoUKFCrCzs0P58uVRsmRJlChRQvjT2tqaNyQSEZHey6pAkQzTmTNn0KdPH7x580Zt3bRp07B06VKYmZlJkBkREdEHdnZ26Nu3L5ycnIRYYeygmBWFQsHPCIiIiIjyYf78+bh69Sr+/fdfIXbt2jUMGTIE+/fvz3FiTX2RmJiI+fPn48GDB6K4k5MT/Pz8YG9vL1FmREREVFR07doVLVq0wIULF4TYkiVLMHz4cBQrVkzCzEgXZDIZWrZsmeX9mO/evcPmzZvx7t077N27FxEREWqfyRZGJiYmGDNmDMaMGYObN29i27Zt2LlzJ6KiogB86Cq5ZMkSLFmyBMeOHUPXrl0lzpiISL8YGxujTJkywv+bwIcCxZyUKFEC48aNg52dHerUqZOr45iamuLFixcAAD8/PxYoEhERSaBA37I8evQI3bp1Q2JiolCYaG9vD3t7e53fjOrg4IArV67gypUruH//vjA7eqlSpbLc3tzcHAsWLBB+aaaiI3MHxffv3+PZs2eoXLmyRBlRYXD37l2sWrUK+/bty9cNjDY2NmjRogVatGiBBg0awNnZGZUrV+YNhUREZFDc3NxEy2FhYXj58iUqVKggUUakDdu3b8eYMWOQlpYmitvY2ODPP/+Ep6enRJkRERHlrLAXKF64cAG//vorAgICEBwcXChuoCciIiLSJ3K5HH/++SeaNWuGe/fuCfHDhw9j3Lhx+O233/R6QtOUlBT069cP9+7dE40Fq1SpAl9fXxYnEhERkU7IZDIsXbpU1BDgxYsX2LhxI77++msJMyOp3bx5UxhPDx48WO3z2ODgYDg6OhbqSU7r1auHNWvW4Pvvv8fRo0fx+++/w8vLC0qlEsWLF0fbtm1F28fFxcHKysogOkkSERWEra1tngoUAaBPnz5IS0vL9fdh7u7uwnM/Pz/Mnj07z3kSERFRwRToLpaVK1ciISEBMpkMnTt3xpo1a+Ds7Kyp3PLF1dUVrq6uH91uyJAhOsiG9FH58uVRvHhx0U1oYWFhLFCkLAUGBmL58uU4ePBgrvcxMjJCgwYN0KJFCzRv3hwtWrRA1apV+WETEREZvHr16sHa2hpxcXFC7OzZsxgwYICEWZEmrVu3DpMnT1aL16tXD0eOHEGVKlUkyIqIiCh3Mt8QEx8fL1Em+bNy5UocOnQIAHD8+HH07NlT2oSIiIiICqESJUrg0KFDaNGiBd6+fSvEf//9d8jlcvz66696WaSYkpKCwYMHw8vLC46OjkK8XLlyOHnyJCpVqiRhdkRERFTUeHh4oH379jh16pQQW758OcaMGQMrKysJMyMptWzZEi9evMD+/fvRqFEj0TqlUonOnTsjPj4en376KdatW1eo76MyNTVFnz590KdPH7x48QJ//vkn3r9/D0tLS9F248aNw6VLlzBkyBAMGTIEtWrVkihjIiJp2dra4u7du8JybgoU88rJyQkVK1bE8+fPERAQgNTUVJiYmGj8OERERJS9An27cuLECchkMjRq1AhHjx6VvDiRKDdkMplaF8XQ0FCJsiF95e/vj06dOqFp06YfLU60tbXFJ598gu+//x7+/v6Ii4tDUFAQ1q9fj08//RSOjo6F+kM1IiKi3DIyMkLr1q1FMX9/f4myIU1bsWJFlsWJPXv2REBAAIsTiYhIL6lUKigUCgCFv4PimDFjhOe//fabhJkQERERFW4uLi44cuSIWueWLVu24IsvvoBSqZQos6y9f/8effv2xYEDB0RxKysrnDhxAtWqVZMoMyIiIirKli5dKlqOiorC2rVrJcqG9IWlpSWGDx+OunXriuLnzp3DkydPEBMTgwcPHhjUfVR2dnaYOXMmFixYIIq/e/cOhw8fxsOHD7F06VLUrl0bDRo0wMqVK/HkyROJsiUikoatra1oWRsFijKZTOhkm5iYiKtXr2r8GERERJSzAhUoPn/+HAAwfPhwvZxJkig7mQsUw8LCJMqE9M25c+fQvn17tG3bFidOnMhyG7lcjo4dO+Lnn3/G3bt3ERERgYMHD2LGjBlo06YNLCwsdJw1ERGR/nBzcxMts0DRMCxYsACzZs1Si3/zzTc4cOCAWsEHERGR1B49eoSuXbtCLpdjwoQJAAp/gaKnpyfs7e0BAP/99x9iYmIkzoiIiIio8GrTpg327dunNpP+5s2bMW7cOKSlpUmUmVhiYiJ69eqFo0ePiuLm5ub47rvv1G78JiIiItKVZs2aoUePHqLYqlWr+JkVZalkyZL49NNPYWFhgc8++0xt/bBhw/D9998jPDxcguy0IzIyEq1btxbdV3vjxg3MnDkTVapUgZubG3799VdER0dLmCURkW7kt0AxNTUVt2/fxrJly3L1vV7Ge5Z4vxIREZHuFaiqML0Ip0KFChpJRtPi4+Px/PlzPHny5KMPKlpq1KghWmYHRbp16xY6deqENm3a4PTp01luU7JkScyfPx/Pnj2Dj48PvvzyS9SsWdOgZvUiIiIqqMwFirdu3cKbN28kyoY0YcWKFVi8eLFafPny5fjhhx9gZGQkQVZEREQ5MzIyEm4qT0lJAfChw0xGha1A0cjICP369QMApKWlqd2kTkRERER506NHD+zbtw/Gxsai+JYtW9CrVy/Jx4tRUVHw9PSEj4+PKG5ubo558+ahZs2aEmVGRERE9MGSJUtEy7Gxsfjhhx8kyob0Wb169bBz505ERESgT58+onX379/Hn3/+iW+//RYDBw6UKEPNc3R0hI+PD54/f461a9eiWbNmovVnz57F+PHjUb58eYMqzCQiykp+CxS3bt2Kr7/+GnPmzMHFixc/uj0LFImIiKRVoALF9CKvV69eaSSZglIqldi1axc8PT1RqlQplCxZEpUrV0bVqlVzfDg6OkqdOukYOyhSOoVCgUWLFqFRo0bZdkwsV64cvv/+ezx+/BiLFi3S26JsIiIifeDq6opixYqJYvzQr/DatGlTlp0T165di2+//VaCjIiIiHLH3NwcTk5OaNq0KapWrQpAvYNiYmIiFAqFFOnlW9++fYXnBw4ckDATIiIiIsPQq1cv/P3332pFisePH4e7uzueP38uSV537txB06ZNce7cOVHcysoKy5cvZ+dEIiIi0gv169dXKyhbu3at3txLSPrHysoK5ubmopifn5/wfMCAAWr7/PPPP4W6AUX58uXx1Vdf4eLFiwgLC8PixYvh7OwsrK9evbrwGXa6e/fuISkpSdepEhFpTX4LFDNOznT27NmPbu/i4oKyZcsCAM6dOwelUpmHLImIiKigClSgOGjQIKhUKr2YrTsyMhJubm4YOnQoTp48idjYWKhUqlw/qGjJ3EExPDxcmFWfio7IyEh4enpi4cKFWZ5/Ozs7rF+/Hg8fPsSMGTNgbW0tQZZERESFi6mpKVq2bCmKnTx5UqJsqCB2796NL7/8Ui2+efNmfPXVVxJkRERElHs2NjbYuHEjLl26hHnz5gFQL1AEgISEBF2nViAtWrRAuXLlAAD//fef5F19iIiIiAxB7969sW/fPpiZmYniV65cQYMGDXDs2DGd5aJSqbBlyxY0b94cDx8+FK0rVaoUTp06hdq1a+ssHyIiIqKPWbRoEeTy/9+CmJiYiKVLl0qYERU2o0ePxoMHD7BixQq1AsWYmBgMGjQIVapUQf/+/SXKUHOqVauGefPmITg4GFevXsU333yDSZMmQSaTibbr168fbGxs0L9/f+zZswdxcXESZUxEpBmZCxRzO5lBnTp14Onpia1bt2LEiBEf3V4mk6FNmzYAgLdv3+L27dt5T5aIiIjyrUAFiuPGjUOdOnXg7e2NgwcPaiqnPFOpVOjTpw/Onz8PlUqFKlWqYNCgQQA+DDY8PDzQr18/uLq6CrNfymQyeHp6Yvjw4Rg2bJhkuZM0MndQTEtLw6NHj6RJhiQREBCARo0a4dSpU2rrypcvj3Xr1uHBgweYOHGiWhcoIiIiylnHjh1Fyz4+PhJlQvl17NgxDBs2TG0yl7Vr12LMmDESZUVERFQwVlZWarH4+HgJMsk/IyMj9O7dGwDw/v17nD59WuKMiIiIiAzDJ598glOnTqF06dKieFRUFLp3746vv/4aycnJWs3hyZMn6NGjB8aMGaM2EUXFihXh6+uLJk2aaDUHIiIiorxydnbG8OHDRbFNmzYhPDxcooyoMHJ0dMTMmTNRpUoVUfzQoUPCpPOVK1dW26+wfb6bTiaToWHDhvjhhx/wxRdfiNaFhobi9u3bSEhIwP79+zF48GDY2Nige/fu+P333xEVFSVR1kRE+ZffDoplypTBtGnTMHLkSDg4OORqHzc3NwAfvhfkfeFERES6VaACRTMzMxw5cgQuLi4YNGgQFi9ejLdv32ootdw7cOAAzp8/D5lMhgkTJiAsLAy7du0S1k+ePBl///03AgMD8eTJE4wbNw4qlQq3bt3C5MmTsW3bNp3nTNIqU6aM2heMoaGhEmVDuqRSqbB27Vq4u7vj+fPnonVGRkaYPXs2wsPDMWnSJJibm0uUJRERUeGWuUAxLCxMbcZ30l+XL19Gv3791DpML1y4kJ0TiYioULO0tFSLFcYOhJ07dxae+/r6SpgJERERkWFp1aoVLly4AEdHR7V1a9asQe3atXHo0CG1CZ0KKikpCYsXL4aLi0uW3RqbNm2KwMBA1K9fX6PHJSIiItKUBQsWwNTUVFhOTU3F/PnzJcyIDIW7uzuWLFmCunXrqnVXTElJQdWqVdGqVSts3LhRogw1TyaTYeTIkShTpowQS0lJwbFjxzBq1CiUK1cO7dq1w4YNGwrl59tEVDSVK1dOtJyQkICEhAStHGvgwIG4cuUKYmJi0LNnT60cg4iIiLJWoALFdu3aYeTIkTA3N0dqaioWLVoEGxsb1KlTB+7u7mjXrl2Oj/bt22vkTezduxcA4OTkhLVr18LIyCjbbcuXL4+NGzfihx9+wIsXL9C3b1/ExcVpJA8qXDJ3UQwLC5MoE9IVlUqFWbNmYcqUKWo33NvZ2cHPzw9Lly5lx0QiIqICatCgAcqWLSuKnThxQqJsKC+ePXuGXr164f3796L45MmT+UUyEREVeqampqIbpYDCWaDYtm1byOUfPtYNDAyUOBsiIiIiw1KjRg0EBgYKXaszevDgAXr37o327dvj6tWrBT7W+/fv8csvv8DZ2RkLFixAUlKS2jZjxoyBn58fKlSoUODjEREREWlLlSpVMGHCBFFs165duHHjhkQZkaGoWrUq5s6di5s3b6Jp06aidadOnUJ0dDTOnz+Pixcvqu2r6YlFdKV69erYunUrIiIicPr0aUycOBEVK1YU1iuVSvj6+mL69OkSZklElDeZOygCwOvXr7VyrAoVKqBRo0Y51hIQERGRdhgXZGc/Pz/IZDIAEP5UKBQIDg7+6L4qlUrYp6ACAwMhk8nQv39/4eaczMfKbNq0adi7dy+uXLmCzZs345tvvtFILqQZ1tbWUCgUWh0g1qhRA5cuXRKW2UFR83RxHnNLqVRi8uTJ2LBhg9q69u3bY9euXVn+EkRERKSP9OkamxW5XI6OHTti9+7dQszHxwdjx46VMCv9o2/nMSEhAT179kRERIQoPnz4cPz4448a+/2NiIhI26ytrZGamorFixcjMTERjo6OWLhwIQDAysoK0dHRwrbx8fESZZl/JUuWxJYtW1C3bl00bNhQ6nS0Qt/GSURERIaC19jcKV26NP755x9s3LgRX3/9NZKTk0XrfX194erqimbNmmHUqFEYOHAgrK2tc/36Dx48wNatW7Ft2za1z2HSlStXDlu2bEH37t3V1vE8EhERaQevsQUze/ZsbN26VWgUoFKpMHv27Cw7RGsTz6PhyvxdZXJyMmrVqoW7d++qdchSqVRo1KgR6tSpg759++KTTz7RYaaaYWxsDA8PD3h4eGDt2rUIDAzEgQMHcODAAdy/fx+enp4oXry4aJ+5c+dCLpeja9euaNKkCf8dEJHW5PV6a2VlBTMzM9FnLJGRkXBwcMjVMVQqFe7fv4/Hjx+jQ4cOBU2fiIiItKRABYpA1sV/up59Jn0WhZo1a4ri6b+UZu7+kW7gwIEICgrCgQMHWKCoZ2xsbLR+DHZQ1D5dnMfcUCgUGDt2LH7//Xe1dXPnzsXChQv5gQwRERUq+nKNzUmnTp1EBYqnTp1CWloajI0L/CuIwdCn86hSqTBixAhcu3ZNFG/fvj1+++23LCeCISIi0lc2NjZQqVT49ddfAQBNmzYVChSLFy8uKlAsjB0UAWDEiBFSp6BV+jROIiIiMiS8xuaeTCbDl19+idatW2P8+PG4cOGC2jaXLl3CpUuXMGXKFLRv3x7NmjVDtWrV4OTkhNKlS6NkyZIwMTHB69evcf36dVy8eBFeXl64fft2tseVy+UYP348Fi9ejDJlymS5Dc8jERGRdvAaWzBly5bF9OnTMW/ePCF2/Phx+Pv7w83NTWd58DwWHZ988gk++eQTPHjwQK3j+PXr14VHVFRUoSxQzEgul6NZs2Zo1qwZVqxYgTt37iAtLU20TXJyMtavX4+4uDgsWbIEZcqUgaenJ7p06QJPT0/+2yAijcrr/ykymQy2trZ4+vSpEIuMjMz1MWrVqoXg4GCULVsWkZGRnGCbiIhITxXo7mClUqmpPAokNTUVAGBpaSmKFy9eHO/evUNUVFSW+1WuXBkAEB4ert0ESS/VqFFDtMwCRcOUlpaGYcOGiQokgA8f3GzduhWff/65NIkREREZuI4dO4qW3759i6CgIDRv3lyijCgnGzZswL59+0SxGjVqYN++fTAxMZEoKyIiovyTyWQwNTVFSkoKUlJShHjmGaULa4EiEREREelGvXr1EBAQgL1792LGjBmiG+nSJSYm4t9//8W///5boGO1bdsWP/30Exo0aFCg1yEiIiKSypQpU7Bhwwa8evVKiM2cORPnz59nIQFpjZOTk1rs/v37sLa2RlxcnFp3RQD47LPP4OTkhJ49e8LV1VUXaWqMTCZDnTp11OJBQUFCB1MAiI6Oxq5du7Br1y7IZDI0adIEXbt2RZcuXdC4cWNOUEtEOpfXAsWMnJycEBwcjKioKNy7dw8uLi45bh8XF4cNGzbA398f1atXx/r16/OdNxEREeWeQfyWkT57ZHx8vCherlw5AEBoaGiW+6V/GPL27VvtJUd6K3MHxcePH2fbbZMKr2nTpqkVJxobG2PXrl0sTiQiItKiihUronbt2qKYj4+PRNlQTq5cuaLWUb5kyZL4999/UapUKYmyIiIiKrirV6/i3r17OHr0qBCzsrISbZP580QiIiIiosxkMhkGDRqEe/fuYenSpWrdWQrKw8MDvr6+8PPzY3EiERERFWrFixcXdVAEgIsXL+LIkSMSZURFVf/+/fH69WucOHECffv2Fa179uwZ/vrrLyxevBhjx46VKEPNa9WqFZ4/f44tW7agT58+os/CVSoVLl++jIULF6JZs2bZ3k9LRKRNtra2ouW8FCh27twZXbp0wbJly2Btbf3R7c3MzLB48WJ4e3vj2LFjec6ViIiI8scgChTTO+E9fPhQFK9bty5UKhX++++/LPdLj5cuXVq7CZJeylygqFKp2E3TwGzatAnr1q0TxUxNTfHPP/9g4MCBEmVFRERUdHTq1Em0fOLECYkyoezExsZiwIABos5SALBr1y61juNERESFTe3atVGjRg1UrFhRiBlSB8WLFy9i+fLl6NevHyfdIiIiItKBYsWKYfbs2Xjy5AmOHDmCXr16wcjIKF+vVaZMGUyePBk3b97E6dOn4e7urtlkiYiIiCQyZswYODo6imKzZ8+GQqGQKCMqqkxNTdGhQwe1gpjz588Lz7Pqrjhq1ChMnjwZR48ehUql0nqemmRnZ4dRo0bhn3/+QXR0NPz8/DBjxgzUrVtX2KZq1apwdnYW7bd161YsXrwYQUFBUCqVuk6biIqIghQoTpgwAcePH8esWbNgZ2f30e3NzMzQvHlzAB9qC548eZK3ZImIiChfjKVOQBOaNWsGf39/XLlyRRTv0aMHDh48iPv372POnDn47rvvIJPJAAA//vgjjh8/DplMhhYtWkiRNuXg4cOHSEtLg7GxMapWraqVY1hZWaF8+fKIiIgQYqGhoahVq5ZWjlcU6eI8ZufkyZOYOHGiKGZqaop///1XrViCiIiosJHyGpsXHTt2xJo1a4TlCxcuIC4uLlezmRUFUp9HlUqFMWPGqE3SMXPmTHTp0kXn+RAREWlKTtfYzB0UC3OB4i+//II///wTADBjxgw0bdpU4ow0R+pxEhERkaHiNVYzjI2N0aNHD/To0QOvX7+Gj48PAgICcP/+fYSFheHp06dqN+CXLl0aDRs2RIsWLdClSxc0a9Ys38WNPI9ERETawWusZpiamuK7777DkCFDhNjdu3fxxx9/YMSIEVo/Ps8jfcyAAQPQunVrHD16VG2ikHfv3uHPP/9Eamoqjh07hu7du0uTpAaYmJigbdu2aNu2Lb7//ns8e/YMXl5ekMlkwj206TZu3IgrV65gwYIFsLW1haenJ7p27YoOHTqgbNmyEr0DItJn+bne5rVAsaDX9LZt2+LMmTMAgDNnzmDo0KF5fg0iIiLKG4PooNixY0cAgJ+fn2i28IEDB8Le3h4AsGLFCtjZ2aFly5YoV64cpk+fLmz31Vdf6TZh+iilUik8tClzV5iwsDCtHq+o0dV5zCw0NBT9+/dX+/L3999/Z3EiEREZBKmusXnl5uYGU1NTYVmhUMDX11fCjPSL1Odx8+bN2LdvnyjWsmVLLFmyRJJ8iIiINCWna2zmDorx8fG6SkvjmjRpIjwPDAyUMBPNk3qcREREZKh4jdU8GxsbfPrpp/jll1/g4+ODhw8fIjU1Fe/evcOzZ8/w6NEjvH79GlFRUTh58iSWLFmCli1b5rs4EeB5JCIi0hZeYzVn4MCBaNCggSi2YMEC0X192sLzSLlhZ2eHsWPHqt07eP36deFnJ/2e1IzGjBmDPn364JdfftHJz7Mm2dvbY8yYMRg9erQoHhUVhatXrwrLkZGR+PPPPzF48GDY2NigXr16mDx5Mg4dOoTY2Fhdp01Eeio/19u8FigW9Jretm1b4Xl6oSIRERFpV646KP7xxx/C82HDhmUZz6+Mr5dfHh4ecHd3R1JSEs6fP4927doBAIoVK4Y9e/agc+fOePfuHV69eoXIyEioVCph3wULFogGIaQfTE1NYWRkVKAv53KjevXq8Pf3F5ZDQ0O1eryiRlfnMaOEhAT07NkTb9++FcXnzJmDTz/9VGd5EBERaZMU19j8sLS0ROvWrXH69Gkh5uPjg169ekmYlf6Q8jzeu3cPU6dOFcVKlSqF3bt3w8TEROf5EBERaVL6NTY0NBTh4eFQqVTChEWZCxQLcwfFjAWKQUFBEmaieYVlvEtERFTY8BqrGzKZDJaWlrC0tNTK6/M8EhERaQevsZojl8uxfPlydOnSRYg9ffoUP/74I2bPnq3VY/M8UkG0bt0a0dHR8PX1RZUqVUTrFAoF/vnnH8TExMDX1xfjxo0TrVcqlZDLC1+/kLJly+LRo0fw8vKCl5cXTp48iYSEBGH9rVu3cOvWLaxbtw7//vtvoe4qSUSak5/rbV4LFLM7RkxMDBITE1GxYsUc92/evDlMTEyQmprKAkUiIiIdyVWB4ueffy60ds9YUJgez6/Mr5dfRkZGopueM2rZsiVu3ryJpUuX4sSJE4iIiIClpSWaNGmCKVOmoHPnzgU+PmlepUqVdHIcdlDULl2dx4y++eYb3Lt3TxTr27cvFi9erPNciIiItEWKa2x+derUSTRW9/b2ljAb/SLVeUxNTcXQoUORlJQkiu/YsQOVK1eWJCciIiJNSr/G9ujRA7dv34alpaVQiGhlZSXatjAXKDZo0ADGxsZIS0szuA6KhWm8S0REVJjwGmsYeB6JiIi0g9dYzfL09IS7uzv8/PyE2NKlSzFs2DDY29tr7bg8j1RQJUqUwCeffKIWf/z4sVCA2K5dO7WCmcmTJ+P8+fPo0KEDZs6cidKlS+siXY2oXLkyxo0bh3HjxiE5ORnnzp3Df//9B19fX1y7dk0ovmzTpo1ov507d2LdunXw8PCAh4cHWrdurTZJIBEZpvxcbzMXKL569SpPx3jw4AH69u2LmzdvYtSoUfjtt99y3N/CwgJNmzZFQEAA7t+/jxcvXsDOzi7PeRMREVHu5apAEYCo62Bu4vrEwcHhowMRKpqqV68uWmYHxcLt2LFj2LRpkyjWsGFD7Nixo1DOUEVERGQIOnXqhG+//VZYfvDgAcLDw+Ho6ChhVkXbd999p1bEMGHCBPTo0UOijIiIiLTD1NQUAJCcnCzEMt8cER8fr9OcNMnc3Bx169bFtWvXcPfuXbx79443fxARERERERERkV6QyWT48ccf4erqKtxfmJiYiBkzZmDXrl0SZ0eUd46OjoiMjMT169ezbOrh7e2NsLAw3Lp1CwsXLhSte/nyJRQKhVaLczXFzMwM7du3R/v27QEAb9++xdmzZxEWFoYSJUqItj1x4gQCAwMRGBiIlStXwtjYGE2aNBEKFlu2bAkLCwsp3gYR6aHMBYqvX7/OU/dZOzs7BAcHQ6VSiSZAyIm7uzsCAgIAAGfOnMHgwYPzlDMRERHlTa4KFLdt25anOFFhkbmD4suXL3kzVyH1+vVrjBo1ShSztLTE33//DUtLS4myIiIiovr168PGxgavX78WYj4+Phg/fryEWRVdFy9exNKlS0UxZ2dnrFy5UqKMiIiItGfkyJHo2rUrTE1NoVKpIJPJ1D7zKcwdFAGgcePGuHbtGlQqFQYOHIjdu3fD2tpa6rSIiIiIiIiIiIjQsGFDjB07Fr/++qsQ2717N8aPHw83NzcJMyPKH7lcjkaNGqnF4+PjhUK8xo0bo1ixYqL1P//8M5YuXQoHBwfs2bMHzZo100m+mlCyZMlsJ7qNjIwULaelpeHChQu4cOECli1bBlNTUzRr1gwTJkzAwIEDdZEuEemxzAWKCoUCMTExKFOmTK72L1asGFq0aIG4uDi0bdsWaWlpMDbOuQyibdu2wj0y/v7+LFAkIiLSslwVKA4fPjxPcaLCwsnJCTKZTNQJNCwsDA0bNpQwK8orlUqFsWPHqrV8X7NmDapVqyZRVkRERAR8+JKmU6dO+Ouvv4SYt7c3CxQlkJCQgKFDh0KhUAgxY2Nj7Ny5kzNXEhGRQZowYYJazMrKSrRcmDsoAkCTJk3w22+/AQCOHz+OmjVr4vDhw2jcuLHEmREREREREREREQHfffcd9u7di7dv3wqxcePG4fr16zAzM5MuMSINsrKywvXr1xEZGal2/xoAnD17FgDw6NEjtS6K9+/fx6FDh9CmTRs0atQIJiYmOslZE7y8vBAZGYkzZ87A19cXvr6+CAkJEdanpKTg7Nmz6Nmzp2i/5ORkbNy4Ec2aNUPDhg1hbm6u69SJSAKZCxSBD4XOuS1QBICTJ09+tCgxoxYtWsDIyAgKhUL4v5iIiIi0J3d9kYl07OXLl3j27Blevnyp1eOYm5ujcuXKolhYWJhWj1mU6Oo87tu3D4cOHRLFunfvjtGjR2v1uERERFLR1TVWUzp16iRaPn36NFJTUyXKRn/o+jzOmjUL9+/fF8Xmz5/PAgYiIjI4OV1jDa2D4oABA0QTbSUlJaFUqVISZqQZhW28S0REVFjwGmsYeB6JiIi0g9dY7ShbtiyWLFkiioWEhGD58uVaOR7PI0nJ1tYWdevWVYt36tQJbdu2Ra1atVCxYkXROi8vL0yfPh3NmzfHxo0bRetUKpWo8YI+srW1Rf/+/fHLL78gODgYL168wK5duzB69Gg4OTkBgFrHyOvXr2Pq1Klo2bIlrK2t0bRpU0yaNAk7d+7E/fv39f49E1H+rrempqYoWbKkKJa5E+vHjpGX4kTgw/eC8+fPx/bt23HkyJE87UtERER5l7crdSGQlpaGS5cu4e7du4iJicH79+9ztd/8+fO1nBnlRWJiYq7ab2tC9erV8fjxY2GZBYqao4vzGB8fj6lTp4piZcuWxZYtWyCTybR2XCIiIinpcqykCR07dhQtx8XF4dKlS2jdurVEGekHXZ7Hs2fPYv369aJY8+bNMWvWLK0fm4iISNdyusYaWoFiiRIlcOXKFdy7dw8TJkzArFmzhJs+CrPCNt4lIiIqLHiNNQw8j0RERNrBa6z2jB8/Hjt27EBQUJAQW7ZsGQYMGIBatWpp9Fg8j6SP5syZgzlz5kCpVKqty9jRK/P35w8fPkSzZs3g6uqKzz77DJ999pnWcy2oChUqYPDgwRg8eDAA4NmzZ7CxsRFtc/HiReF5amoqAgMDERgYiA0bNgAAypQpg6ZNm6JZs2aYN28e5HL2YSHSN/m93tra2oq6KudUoKipazrrA4iIiHTHYH4TT0lJwbJly7BhwwbExMTkeX8OQIquGjVq4OTJk8JyaGiohNlQXi1atAgvXrwQxX755ReUK1dOooyIiIgoswoVKqBevXq4efOmEPP29i7yBYq6kpiYiFGjRoli5ubm2LFjB7+cJSKiIsfKykq0HB8fL1EmmiOTyeDi4oKTJ09ysiYiIiIiIiIiItI7xsbG2LJlC1xdXaFQKAB8KEoaM2YMzp49y+IjKjKy+llfsmQJ2rVrh0uXLqFevXqidVeuXEFUVBS8vb3VuhACwJo1a1CpUiU0btwYDg4O2kq7QOzt7dVi3bt3h5mZGS5evIhLly4hJCREtD46OhpeXl4ICQnBggULROv8/f1haWmJunXrwtTUVKu5E5Hm2draiu7RzqlA8WPS0tKgUqlgYmKiidSIiIhIAwzit/vU1FR06dIFS5YswZs3b4TW9rl9UNFWvXp10TI7KBYet2/fxk8//SSKeXp6ol+/ftIkRERERNny9PQULfv4+EiUSdEzf/58tTHud999hxo1akiUERERkW6sX78e5cuXR+nSpfHkyRMAhtdBMaOsihODgoL4+ScREREREREREUmufv36+Oabb0Sx8+fPY9OmTRJlRKQfnJ2dMX78eGzbtk1tctm4uDiULVsWAODq6ipal5iYiG+++Qb9+/dH79691V739evXSEtL017iBeDk5ITx48dj+/btCA4ORkxMDLy9vbF48WJ069ZNeM/NmzdX23fq1Klo3LgxihcvjgYNGmDYsGFYvXo1Tp48WaBCJyLSDVtbW9Fyfv7d+vj4oFOnTihVqhS8vb01lRoRERFpgEG0y1i3bh18fX0BfOgE8umnn6JNmzYoX748zMzMJM6O9F3mAkV2UCwcVCoVJkyYIMysBgCmpqZYv349uwUQERHpIU9PT/zwww/CcmBgIKKjo1GmTBkJszJ8Fy9exJo1a0Sx5s2bY8qUKdIkREREpENJSUl49eoVACA5ORmAeoFiSkoKUlJSDG6m5Tdv3uDrr7/Gjh07sGfPHgwcOFDqlIiIiIiIiIiIqIhbsGAB9u/fjwcPHgixb7/9Fj179syyyxpRUTdq1CiMHDkST58+Vfte/caNG1AqlQCARo0aqe07aNAgnDt3DjVr1kRAQAAsLS11knN+lCxZEp06dUKnTp0AfLgv8OHDh0hNTRVtl5iYiBs3bgD40NTkxo0buHHjBv78809hm/Lly6N+/fqYPXs23NzcdPcmiChXNFGgGB8fjxMnTgAAzp49i+7du390n5iYGAQEBMDf3x/z589X+76QiIiINMMgChR37twJAChdujTOnj2LmjVrSpwRFSaZO8dER0fjzZs3KF26tEQZUW4cOXIE/v7+otjMmTPVCk6JiIhIP7Rq1QrFihVDUlISgA9fKpw6dQoDBgyQODPD9f79e4wYMUL4YgoAzMzM8Pvvv8PIyEjCzIiIiHSjZMmSqFKliqj40MrKSm27d+/eGdznQH5+ftixYwcAYOLEiejQoQMnhiAiIiIiIiIiIkkVK1YMmzdvRvv27YVYfHw8JkyYgEOHDnFCcqIsyGQyVK5cWS1eq1YtHDp0CFevXkWzZs3U1t++fRspKSl4+fKlWnHi5s2bsX37dtSpUwdTpkxBrVq1tJZ/fshkMjg6OqrFFQoFfvzxR1y+fBnXr19HSEiIqLkBAERERCAiIkKtY+utW7ewatUq1KxZE7Vq1ULNmjXh6OjI782JdEwTBYqtW7cGANjZ2aFYsWK52mfWrFn49ddfAQAdO3ZEx44d83xcIiIi+jiDKFAMCwuDTCbDpEmTWJxIeebg4AAjIyPRL6thYWFZ/uJO+iEtLQ2zZs0SxRwcHNRiREREpD/Mzc3h7u4OLy8vIebt7c0CRS36/vvvERISIootXLiQvzMREVGRMXbsWHz//feiWFYzohpigWKfPn3Qt29f/PPPP4iKisLixYuxdu1aqdMiIiIiIiIiIqIirl27dhgxYgS2bdsmxI4cOYK//voLn332mYSZERUuJUqUQK9evdCrVy+1dcnJyXB3d8etW7dQqVIltfWXL1/GhQsXcOHCBYwePVq07unTp1i9ejXq1q2L1q1bw9nZWWvvIa+srKzw1VdfCcvv37/H3bt3cePGDdy8eVPoqPjmzRvUr19ftO/58+fxxx9/iGJmZmZwdnYWChZr1aqF2rVr8/t0Ii3SRIFiuXLl8OTJE9jb2+d6cgM3NzehQPHs2bMsUCQiItISgyhQNDc3R1JSEmrXri11KlQImZiYwNHREWFhYUKMBYr6bceOHQgODhbFli1bluvZUIiIiEganTp1EhUo+vj4QKVScTZULXj48CFWrFghirm6uqrNFElERFTUZJ4pGvhQoGiI1q5dCy8vLyQmJuKXX37Bl19+qVc3kxARERERERERUdG0atUqHDt2TFSUMHHiRLi7u8Pe3l7CzIgMg5mZGfbu3QsAUKlUauujoqIAfOhUmPme26CgIGGyu/nz52PRokWi9fv27UOVKlVQq1atLCcE1CVzc3M0atQIjRo1EmIqlQovXryAjY2NaNsbN26o7Z+cnIybN2/i5s2bQqxGjRq4d++eaLuAgABYWlrC2dmZ9ycSFZAmChQBZFl8nZM2bdoIz8+ePZuvYxIREdHHyaVOQBPS27nHxsZKnAkVVtWrVxcth4aGSpQJfUxiYiIWLFggijVs2BADBw6UKCMiIiLKLU9PT9Hys2fP1CYdIM2YOnUq3r9/LywbGRlh69atMDY2iDlqiIiI8s3IyAgWFhaiWHx8vETZaFfFihUxY8YMAEBaWhrmzZsncUZERERERERERERA6dKlsXHjRlEsNjYWo0aNyrKYiojyL6vJgg8dOoTY2FgEBgaqTep3+/Zt4Xnm4sX3799j0KBBaNasGdq2bav2us+fP5d8QkCZTIaKFSuqxVevXo1r167hr7/+wty5c9GnTx/UrFlT7fvzrLonTpgwAQ0bNoSlpSWqVauGHj16YObMmdi+fTsuX75ssN8xEGlD5gLFV69e6eS4lSpVgoODAwDg4sWLSE5O1slxiYiIihqDKFAcNGgQVCoVTpw4IXUqVEjVqFFDtJyxmyLpl/Xr1+P58+ei2Pfffw+53CD+OyMiIjJoLi4uarOe+vj4SJSN4fLy8sLhw4dFsQkTJqB+/foSZURERKRfMs/qLPUNE9r0zTffoFy5cgCA/fv3IyQkROKMiIiIiIiIiIiIgD59+uCzzz4TxXx8fLBp0yaJMiIqWqytreHq6qoW//LLL3Hy5En89NNPaNmypWhdSEgIlEolAPXiRQAYOXIkrKysUKlSJcTFxYnWpaSkSFqAXKxYMTRo0ABDhgzBkiVL8M8//+Du3btISEjAnTt3sH//fixevBiDBg0S7adQKITP1VUqFR48eICjR49i5cqVGDFiBJo1awZra2tUqlQJ//zzj2hflUrFomuiTDIXKMbGxuqsWNDNzQ3Ah2LrwMBAnRyTiIioqDGIip4xY8agWrVq2L9/P06dOiV1OlQIsYNi4fDu3Tv88MMPoliHDh3QsWNHiTIiIiKivJDJZGpdFL29vSXKxjAlJyfjq6++EsVsbW2xaNEiiTIiIiKSzo0bNzB9+nRMnjwZt27dEuKZCxQNeXZjS0tLfPPNNwA+3AyxbNkyiTMiIiIiIiIiIiL6YN26dWqdzr755hvet0UkoTJlyqB9+/aYPHmy2uTD5cqVw5o1azB69Gi17/0B4M6dOwCAxMREWFlZidb9/PPPKF68OBo2bIgzZ85o7w3kkampKWrVqoW+ffti3rx5agWKKSkpWLRoEYYNG4bGjRurdZxM9+zZM7XvHgICAlC6dGk0b94cw4cPx7Jly/DPP//g9u3beP/+vdbeE5E+y1ygCACvX7/O12vt2bMHQ4cORZ06dZCamvrR7d3d3YXnvr6++TomERER5cwgChStrKxw9OhR2NnZoWfPnli1apVB31hEmpe5g2JoaChnr9FDmzZtQnR0tCi2YsUKibIhIiKi/Mj8RcWZM2f44bsGrVmzBvfv3xfFvv/+e5QsWVKahIiIiCR07949rFq1CuvWrRNdHzPfGGHIHRQBYPz48ShdujQAYPfu3Xj58qXEGREREREREREREQGlSpXC1q1bRbHExEQMHjxYZ92UiCj3KlSogClTpuC3337Dp59+KlqnUCjQuXNntGzZEi1atIBMJhOtv3fvHhITE3H9+nWYmZmJ1oWFhaFChQpwd3fH5s2btf4+8qJYsWKYOXMmduzYgcDAQMTFxeHRo0fw8vLCjz/+iNGjR6NVq1YoVaoUatWqJdr33r17ePv2LS5duoQ//vgDc+bMQb9+/VC3bl1YWFjA0dERXbp0wbRp03ivKhUZpUqVgpGRkSgWGRmZr9c6fPgwdu7ciTt37uDq1asf3d7Dw0N47ufnl69jEhERUc6MNf2CKSkpuHbtGl6+fIn4+HhYWVnBzs4ODRs2hImJiaYPJ6hRowZu3bqFDh06YObMmZg9ezacnZ1RpkwZyOU512HKZDJ2XiziXFxcRMvv3r3Ds2fPUKlSJYkyosySkpKwatUqUaxHjx5wdXWVKCMiIiLKj/bt20Mul0OpVAL4cI0/d+4cOnToIHFmhV90dDSWL18uirVo0QLDhg2TKCMiIiJpGRv//6PPlJQU4XnmWYwNvUCxePHi+OKLL7B06VKkpaVhx44d+Pbbb6VOi4iIiIiIiIiICJ6enhg/fjw2bdokxK5evYrZs2dj9erVEmZGRHlhZGSELVu2ZLu+TJkyqF69OsLDw+Hs7Cxad+/ePURERCAiIgKtW7dW27dbt24wNTVFgwYNsGDBAo3nnhdyuRxVqlRBlSpV0LlzZyGeVYGhUqlE5cqV8eTJE7V1KpUKDx8+xMOHDxEaGqr2/93ChQtx//59uLi4oGbNmnBxcUG1atXUijuJChu5XA4bGxtEREQIsfwWKLq7u2PPnj2wsLBAeHg4mjVrluP2Dg4OqFKlCh4/fozz588jOTmZ/6aIiIg0TGMFipcvX8b333+P48ePi274SWdqaoru3btjxowZaNKkiaYOK3j+/DmGDh0qzIKQlpaGu3fvfnQ/lUqlNlsLFT0VK1aElZWVqPNmSEgICxT1yNatW/Hq1StRbO7cuRJlQ0RERPlVunRpNGnSBJcuXRJi3t7eLFDUgOXLlyMuLk4U27Bhw0cnbCEiIjJUbm5u8Pf3h5mZGapVqybEM3dQzPh5kKEaO3YsAgICMG7cOPTp00fqdIiIiIiIiIiIiASrV6/GmTNnEBwcLMR+/PFHdOjQAV26dJEwMyLSlKVLl2Lp0qVITU1Va3Ty7t072NraIjIyUq14MSUlBd7e3lAoFHj06JFageIvv/yCa9euwdnZGSNGjECZMmW0/l6yktU9yGPGjMGYMWOQmJiIsLAw3Lt3T+0RHx+v9p4B4OjRo7hy5YooZmRkBEdHR7i4uAiPNm3aaO09EWlLuXLlNFKg2Lt3b9StWxeNGzeGqalprvbx8PDA9u3b8f79e1y8eBFt27bN17GJiIgoaxopUFywYAGWLVsGpVKZbavx5ORkHDhwAIcOHcLcuXM1OpPJmzdv0LZtWzx8+FB0fLY9p9ySyWRwcXFBYGCgEAsODkbHjh0lzIrSKRQK/Pjjj6JYp06d0LRpU4kyIiIiooLo1KmTqEDRx8cHP/zwg4QZFX5PnjzB+vXrRbEhQ4agUaNGEmVEREQkvbJly8LJyUktXtQ6KAJA5cqV4evrK3UaREREREREREREaiwsLLB79240a9YMycnJQnz48OG4ceMGKlSoIGF2RKRJmYsTAWDQoEEYNGgQYmJi1NY/f/4cxsbGUCgU2RbyeXl5Afjw/XhGN27cwJ49e1C9enW4u7vD0dFRg+8k9ywsLFC/fn3Ur19fFFepVIiIiEBiYqJa/P79+2qvo1AoEBYWhrCwMPz7778AwPssqFCytbUVLee3QNHW1lbttT6mffv2uHHjBjw8PFC+fPl8HZeIiIiyV+ACxaVLl2LJkiWQyWRQqVSwsrJC69atUaNGDRQvXhzv3r1DaGgozp07h/j4eCgUCixevBgmJiaYPXu2Jt4DVq9ejfDwcMhkMtSpUwfffvstWrdujfLly+d6VgSizAWKISEhEmZDGR06dAgPHz4UxTT1/wcRERHpnqenJ5YsWSIs37x5Ey9fvuSXiwWwYMECUSd7ExMT0d8xERER/V9RLFAkIiIiIiIiIiLSZ/Xr18eqVaswadIkIfb69Wv07dsXvr6+MDMzkzA7ItKFUqVKqcWqVq2KhIQEPHnyBAqFQm39vXv3AHz43D/z/Qbnzp3DihUrAAC//fabqEBRoVBg4cKFqFatGurXr48GDRpo8J3kjkwmy/IeCZlMhoiICNy/fx8hISEIDg5GSEiI8MhY0FizZk1dpkykEZoqUMyPzz77DJ999pnOjkdERFTUFKhAMSwsDIsWLYJMJoOpqSkWLVqEiRMnwsLCQm3bpKQkbNiwAQsWLMD79++xaNEiDBgwANWqVStICgA+FC8BHwbbFy9ezPL4RB+T+Ze14OBgiTKhzDJ3T3R1dYWbm5tE2RAREVFBNWvWDNbW1oiLixNiJ06cwLBhwyTMqvC6c+cO/vjjD1Fs/Pjxks0ASUREpO+srKxEy/Hx8RJlQkREREREREREROkmTJgAHx8foTMYAFy4cAETJ07E5s2bIZPJJMyOiKRiZGSEqlWrZrnu6tWrCA0NxatXr9T+j0gvXgSA6tWri9Y9ffoU3333HQDgk08+wcGDB0Xrd+/ejbS0NDg6OqJFixaQy+WaeCu5Zm5ujjp16qBOnTqiuFKpxLNnz4RiRVdXV53mRaQJUhYoEhERkXYVqEBx06ZNSEtLg1wux6FDh+Dp6ZnttsWKFcP06dNRr149dO3aFWlpadi0aRNWrVpVkBQAAI8ePYJMJsPYsWNZnEj55uLiIlpmB0X9cOnSJZw/f14UmzZtGj90JCIiKsSMjY3Rvn170Yf83t7eLFDMp9mzZ0OpVArLxYsXx9y5cyXMiIiISD8kJSXh5s2bSElJQYUKFVCxYkUARbuDYkpKCnx8fLB3714MGjQI3bp1kzolIiIiIiIiIiIiAB+6hm3btg2NGzfGo0ePhPiWLVvQsGFDfPnll9IlR0R6qUSJEmjSpEmW62bOnImuXbsiLCwMdevWFa0LCwsTnmcuXgSA7777Dnfv3oW5ubmoYyEAnDlzBpcvX4aDgwPatm2rVmylTXK5HJUrV0blypXRqVMnnR2XSJM0WaCoVCpx/Phx+Pn5ISUlBevWrStoekRERFQABSpQPHnyJGQyGfr27ZtjcWJGnp6e6N+/P/7++2+cOHGiIIcXWFtb4/3797Czs9PI65H0spvxRpsyd1CMiIjA27dvUbJkSZ3nYig0cR43btwoWra3t0e/fv0K/LpERESFmRRjJU3z9PQUFSj6+PhAqVTqfOZBKWniPAYEBODIkSOi2LRp03T6JQgREZG+Sb/GHj9+HD169AAALFmyRCjgL8oFin5+fsLfSVpamt4WKBrCeJeIiEgf8RprGHgeiYiItIPXWP1QpkwZHDp0CC1bthQVBX311VdwcHBA165dc9yf55GI0lWsWBEVK1ZE586d1da5urri33//RVhYmFqBo1KpxIMHDwB8+D8lcyOFf//9F6tXrwYAnD59WvTd/MuXL7F06VI4ODigVatWaNGihabfFpFeKMj1NrcFirk5hkwmw/jx4/H8+XNYWFhg9erVMDExyVUejx8/xps3b9CwYcNcbU9EREQfV6C7f58+fQoAuS5OTJc+c0f6/gVVu3ZtAMDz58818nokPblcLjx0xcnJCcbG4ppddlEsmIKex5iYGOzdu1cUmzhxYq5/gSAiIjJUUoyVNC3zbH5RUVG4fv26NMlIpKDnUaVS4dtvvxXFbGxsMG3aNE2kR0REVGilX1/NzMyEWEpKivDcyspKtH18fLzOcpOah4eHMBmXt7c3FAqFtAllwxDGu0RERPqI11jDwPNIRESkHbzG6o/69etj27ZtophCoUD//v1x6dKlHPfleSSi3ChdujS6d++OqVOnonXr1qJ1SqUSe/fuxZo1a/DVV1+p7Zuxw6uDg4NoXUhICH7++WdMnz4d+/fvV9v3iy++wMSJE7F+/XqNvA8iqRTkepvbAsXcHEMmk8Hd3R0AkJiYiNu3b3/0+PHx8ahatSocHBwwadKk3CdOREREH1Wg38STkpIAqM86/jHp26fvX1DDhg2DSqXC33//rZHXo6LJxMQE1apVE8WCg4MlyoYA4K+//sL79++FZRMTE4wYMULCjIiIiEhTqlatiurVq4ti3t7eEmVTOB09ehTnzp0TxebOnatWdEFERFRUVapUCWPGjMHEiRPRtGlTIV6UOyiamJigffv2AD5MDBUUFCRxRkREREREREREROoGDBiA2bNni2KJiYno1q1brooPiIjyy9jYGL169cKUKVMwfvx4tfULFizA7t27sWzZMtjb24vWZSxezNz9TaVSYceOHfj555/x888/q73u6tWr0aVLF3zxxRcaa/5CpI8yFyi+evUKKpUq3683YcIEHDhwAFFRUbnqhmhlZSU0Sbl8+TISEhLyfWwiIiISK1CBYtmyZQHkvcvcvXv3RPsX1LBhw9CxY0dcuHABS5Ys0chrUtHk4uIiWmYHRemoVCps3rxZFPvkk0/UfjkhIiKiwitzJ3YfHx+JMil8FAoFZs2aJYo5ODhg3LhxEmVERESkf1xcXLB582asX78e3bt3F+JFuUAREI/BOEEEERERERERERHpqyVLluCzzz4TxaKjo+Hu7o4bN25IlBURFXV169bFoEGDMGvWLKHIKV3v3r1x/vx57Nq1S+1+iKioKKGpS+bOiwBw8eJF/Pfff9i0aRPS0tJE606fPo2yZcuiYcOG2L59u0bfD5GuZb4HOCUlBXFxcfl+vRYtWqB3794oU6ZMrvfx8PAAAKSmpiIgICDfxyYiIiKxAhUoNmrUCCqVCtu3bxd1OctJUlIStm3bBplMhkaNGhXk8CIHDhxA//79sXDhQnTp0gXHjh1DdHS0xl6fdCsmJgZRUVGIiYnR6XFr1qwpWmYHxYIpyHm8fPkybt26JYqNGTNGU6kREREValKNlTStU6dOouWAgIAiVSBQkPO4c+dO3LlzRxRbsmQJzMzMNJUeERFRofWxa2zmbsPx8fG6SEtvZLwpQl8niDCU8S4REZG+4TXWMPA8EhERaQevsfpHLpfj999/VyvyiY6OhoeHB65cuaK2D88jEUmpZMmSaNGiBQYPHozq1auL1pUpUwbPnz9HQEBAlo1YXr58KTy3s7MTrXv69Cmio6Nx/fr1IvedBumnglxvbWxs1GKRkZEaPcbHpBcoAoCvr6/GX5+IiKioKlCBYp8+fQAAjx8/xoABAz56M/G7d+8wcOBAoY153759C3J4gZGREaytrbF//36oVCr4+PigZ8+esLW1hZGR0UcfxsbGGsmDNOfNmzeIjo7GmzdvdHpcdlDUrIKcx8zdE6tWrYr27dtrKjUiIqJCTaqxkqZ5eHiIZhRMTU0tUh/85fc8vn//HvPnzxfF6tWrhyFDhmgyPSIiokLrY9fYot5BsXLlysJnYBcvXizQrLTaYijjXSIiIn3Da6xh4HkkIiLSDl5j9ZOJiQn279+P1q1bi+IxMTHw8PDAf//9J4rzPBKRvpLL5bCzs0PLli3RpEkTtfVnz57Fq1evcOXKFbWJiVUqFSpXrgwjIyNUqlRJtE6pVGo1b6KsFOR6a2lpCUtLS1EsqwJFbV7T3d3dhedF6T4lIiIibStQgeLQoUNRq1YtAMCxY8fg4uKCpUuX4vLly3j79i1SU1Px9u1bBAYGYunSpXBxccGxY8cgk8lQq1YtfPbZZxp5EyqVSnhkXs7tgwhQ76D44MEDJCcnS5RN0RUXF4c9e/aIYmPGjIFcXqD/soiIiEjPFC9eHC1bthTF9LWLjz7ZuHEjnjx5IootX76cYyUiIqJcylygGB8fX+Q+H2zXrh0AQKFQ4PLlyxJnQ0RERERERERElL3ixYvDy8tLVEwAfPhcr1u3bvj555+L3Od7RGR4ZDIZbG1t0ahRI7V1n3/+OR4/fozk5GR0795dtI7//1FhZGtrK1rOqkAxL9LS0nD58mWsXLkSe/fu/ej25cuXF+4XDwoKYmdSIiIiDSlQ60C5XI7Dhw+jVatWiIyMxMuXLzF//ny1bh4ZqVQqlCtXDocPH9bYDbRubm6QyWQaeS3SDxUqVIBKpdL5eXV2dhYtK5VK3L9/H7Vr19ZpHoYiv+fx0KFDSExMFJaNjIzw+eefazg7IiKiwkuqsZI2eHp64syZM8Kyt7e3hNnoVn7OY3x8PJYtWyaKubm5oUuXLppOj4iIqNBKv8YmJSXB1dUVCQkJaNy4MXbu3AkAsLKyEm2vVCrx/v17FCtWTIp0JdGiRQv88ssvAIALFy6gQ4cOEmckZkjjXSIiIn3Ca6xh4HkkIiLSDl5j9Vvx4sVx7Ngx9OzZE6dOnRLiSqUSEydOREBAADZu3MjzSEQGzcjIKFcxIm0r6PXW1tYWDx8+FJazKlDMyzGePn2KZs2aAQDat2+PgQMHfnQfDw8PBAcHQ6FQ4Ny5c7zvhoiISAMKVKAIAE5OTrh27RpGjx4NLy+vj27frVs3bN68GRUqVCjooQV+fn4aey3SDxYWFpIc19raGhUrVsTz58+FWHBwMAsU8ym/53H37t2i5S5dumj0/wwiIqLCTqqxkjZ4enpi9uzZwnJYWBgePnyIqlWrSpiVbuTnPG7YsAFRUVGi2Pfff88vWYmIiDJIv8aamZnh6tWrAICyZcsK6zN3UAQ+TAJQ1AoU0124cEHCTLJmSONdIiIifcJrrGHgeSQiItIOXmP1n4WFBY4ePYoRI0Zgz549onW7d+/GxYsXsXnzZr2bjIuIiMjQFHTcVK5cOdFyVgWKeTmGg4MDKleujCdPniAgIADJyckwMzPLcR8PDw9hMk9fX18WKBIREWlAgQsUgQ+zFBw7dgy3b9/GgQMHcOnSJbx8+RLx8fGwsrJChQoV0KxZM/Tt25eFXqT3XFxc1AoUSXdev36NEydOiGKDBw+WKBsiIiLStgYNGsDGxgavX78WYj4+Phg3bpyEWemnuLg4rFq1ShTr0aMHmjdvLlFGRERE+s3Y2BjFixeHkZGRqPiwRIkSatvGxsbC1tZWl+lJytHREX379kWtWrXg7u4udTpERERERERERES5Ym5ujr/++gvVq1fHkiVLROsePnyIjh07YtCgQVi1ahUqVqwoUZZERESUk8zfyWVVoJgXMpkM3377LeRyOdzd3WFqavrRfTJ+P+br61ug4xMREdEHGilQTFenTh3UqVNHky9JpHM1a9bEqVOnhOWQkBAJsyl69u/fD4VCISwXK1YMPXv2lDAjIiIi0ia5XI6OHTti165dQszb25sFillYv3493rx5I4otWrRIomyIiIgKh/j4eLWYubk5zMzMkJycLMTevn2rw6ykJ5PJsH//fqnTICIiIiIiIiIiyjO5XI7Fixejfv36GD16tNpne3v27MHhw4cxdepUzJw5E9bW1tIkSkRERFnSdIEiAHzxxRd52r5s2bKoW7cuHjx4ABsbGygUChgZGRU4DyIioqJMLnUCRFlJTExEQkICEhMTdX5sFxcX0TI7KOZffs7j7t27Rcs9e/ZE8eLFNZ0aERFRoSblWEkbPD09RcunTp1CamqqRNnoTl7OY2xsrFr3xE8++QQNGzbUVnpERESFVm6usZm7KMbGxmo7LcoDQxvvEhER6QteYw0DzyMREZF28Bpb+PTt2xc3btxA69athVixYsVgYWEBAFi2bBmcnJywfv160WRlREREVDAFHTflpkBRF2OzI0eOICYmBsePH2dxIhERkQYUqECxXbt2aN++Pc6fP5+n/QIDA4V9ibLy8uVLPHv2DC9fvtT5sWvWrClavnfvHpRKpc7zMAR5PY9Pnz7F2bNnRbHBgwdrIzUiIqJCTcqxkjZ07NhRtBwXF4fLly9LlI3u5OU8rl27Vm3214ULF2onMSIiokIuN9fYkiVLipaLWgdFfWdo410iIiJ9wWusYeB5JCIi0g5eYwunypUr48yZM9i0aRNKliyJChUqwN7eHhUqVAAAREVF4auvvoKTkxN+/vlnvH//XuKMiYiICr+CjptyU6Coi7GZg4MDTE1Ntfb6RERERU2BChT9/Pzg5+eHqKioPO335s0bYV8ifZO5g2JiYiKePn0qUTZFy759+0TLJUuWROfOnSXKhoiIiHSlQoUKqFevnijm7e0tUTb65+3bt/jxxx9Fsb59+6J+/foSZURERFT4sUDxg7S0NNy9exc+Pj5Sp0JERERERERERJQvcrkc48aNw71799C9e3fI5eq3RD5//hwTJ06Ek5MTlixZwkJUIiIiCeWmQDG/Hj16hO3btyM4OFhjr0lERES5U6ACRSJDVKFCBVhbW4tiISEhEmVTtBw6dEi03Lt3b5iZmUmTDBEREemUp6enaJkFiv+3Zs0axMbGimILFiyQKBsiIqLCZf/+/Vi2bBnmzJmDlJQUIV6iRAnRdpmvtUVFrVq1ULt2bfTr1w9KpVLqdIiIiIiIiIiIiPLN1tYWX331FTZs2ICWLVtmuc2LFy8wf/58VKpUCZ06dcKvv/6KiIgIHWdKRERUtGUuUIyOjkZaWlqBX3fv3r2oWrUqRowYgb///jtP+yoUCqSmphY4ByIioqJMkgLF9Au4iYmJFIcnypFMJlProsiZNLQvMjISAQEBoljfvn0lyoaIiIh0LXOBYmBgIKKjoyXKRn+8efMGP/30kyjWv39/1K1bV5qEiIiICpmtW7dizpw5WLZsGd69eyfE2UHxg/TPwOLj4/Ho0SNpkyEiIiIiIiIiItIAe3t7LFy4EGfPnoWHh0eW2ygUCpw4cQLjx4+HnZ0d2rRpg9WrV+P+/fs6zpaIiKjoyVygqFKpEBUVVeDXbd68ufDc19c3V/v4+/ujZ8+eKFOmDI4ePVrgHIiIiIoySQoU7927BwAoVaqUFIcvNJ48eYIFCxagceN8EMxiAAEAAElEQVTGsLGxgbm5OSpVqoQ2bdpg/vz5uH37do77e3l5oXfv3rC3t4eZmRns7e3Ru3dveHl56egdFF41a9YULbNAUfuOHj0qmqnf0tIS7du3lzAjIiLSZxwnGZ5WrVqhWLFiwrJKpcKpU6ckzEg//Pjjj4iLixOWZTIZuycSEdFHcaz0f8WLFxeeJyQkCM9ZoPhBgwYNhOeXL1+WLhEiIiId4liJiIiIKGscJ5Ghad26NU6fPg0/P79sCxWBD99Lnjt3Dt988w2qV6+O2rVrY/bs2bh06ZLoXiYiIiraOFbSnDJlykAmk4likZGRBX7dKlWqYPDgwVi0aBGWLVuWq31iY2Px77//IjY2NtdFjURERJQ149xuGBcXl+2NOpGRkXjy5EmO+6tUKiQkJODq1atYtWoVZDIZ6tSpk6dki5L169dj1qxZohunAODZs2d49uwZzp07h7i4OLVuKgCgVCoxduxYbN26VRR//vw5nj9/jkOHDmH06NH49ddfIZdLUqOq92rVqiVavnv3rkSZFB2HDh0SLXfp0gXm5ubSJENERHqN4yTDZG5uDnd3d9EHr97e3hgwYICEWUkrOjoaa9euFcUGDhyI2rVrS5QREREVBhwriU2bNg1Dhw6FpaUlypYtK8RLlCgh2i42NlbXqemFNm3aCM+/+eYbNGvWDFWrVpUwIyIiIu3iWImIiIgoaxwnkSFr27YtTp8+jStXrmDjxo3YtWsXkpKSst3+7t27uHv3LpYvX44KFSqgR48e6NWrF9q1a8d7mYiIiiiOlTTL2NgYZcqUEXVN1ESBIgDs2rUrT9u7ublBLpdDqVSyQJGIiKiAcl2guGbNGixevFgtrlKpMG7cuDwdVKVSQSaTYfDgwXnar6j47rvvMG/ePABAjRo1MGbMGDRp0gQlSpRAdHQ0rl27hoMHD2Y7EJ0zZ44wkG3YsCFmzJgBJycnPHjwACtXrsS1a9ewZcsW2NjY5HqGiKImc4HinTt3hJ9b0rx3797Bx8dHFPvkk0+kSYaIiPQax0mGzdPTU61AsSiPwVavXo13794JyzKZDPPnz5cwIyIi0nccK6lr3rx5lnF2UPzAw8MD9vb2ePbsGZ4/fy7MKu/s7Cx1akRERBrHsRIRERFR1jhOoqLC1dUVW7ZswU8//QQvLy8cOHAAR48eFX0fl9nLly+xefNmbN68GcWLF0fbtm3h7u4Od3d3NGjQAMbGub79koiICimOlbTD1tZWKwWKeVWiRAk0atQIQUFBuH37Nl6/fg0bGxtJciEiIirsZCqVSpWbDRctWoRFixZp7MBDhw7Fjh07NPZ6huLUqVPo0KEDAGDYsGHYsmULTExMstw2JSUFpqamolhoaChq166NtLQ0NG7cGP7+/ihWrJiwPjExEW3btkVQUBCMjY0RHByMatWq5StXR0dHAEB4eHi+9s/JgwcPkJaWBmNjYzg5OWn89T8mPDxc7bgREREoV66cznMpzHJ7Hg8dOoTevXsLy8bGxoiMjESpUqV0kSYRkcZo89pIhWucBBj2WElbgoODs5woInPMUOR0Hl+/fo2qVauKZt/79NNPsXPnTl2nSUSkMRwraRfHSv+Xm7HShg0bMGnSJGHZzc0NZ86c0XguhcG1a9cwYMAA3L9/HwBQoUIFBAUFwc7OTrKcDHW8S0SUE46VtKswjZWkHieR/uN5JKKihuMk7SpM4ySAYyX6uLyex/fv3+PUqVM4fPgwjhw5glevXuX6WNbW1mjTpg0LFolIUhwraRfHSlnTxLjJw8MDfn5+wvKaNWswZcoUjR4jt2bMmIEffvgBAPD333+jf//+Wj0eERHpDsdKupXrXtANGjTA8OHDRQ/gQxcPDw8PtXWZHyNGjMCkSZPw448/4ubNmyxOzIJSqcQXX3wBAKhfvz62bt2a7UAWgNpAFgB++uknpKWlAfjQUjzjQBYALCwssH79egBAWloa1qxZo6n0DUqVKlVgbm4uit29e1eibAzf8ePHRctubm4sTiQiIhGOk4oGFxcXVKpUSRTz9vaWKBtprVq1SlScKJfL2T2RiIiyxbFS3rGD4v81bNgQFy5cQIMGDQB8mBW+X79+SE5OljYxIiIiDeFYiYiIiChrHCcRAebm5ujWrRs2b96MFy9e4Pz585g5cyZcXFw+um9cXByOHTuG6dOno0mTJihTpgzat2+P6dOnY9euXQgJCYFCodDBuyAiIm3gWEm7bG1tRcua7qAYHx+P48ePIykp6aPbenh4CM99fX01mgcREVFRkuspe3r16oVevXqJYulFhpMnT0bPnj01m5kGpKSk4M2bN0hJSUHlypWlTuejfHx8EBYWBgCYOXNmnmdUUqlUOHz4MIAPN3c3b948y+2aN28OZ2dn3Lt3D4cPH8aGDRsgk8kKlryBMTIygouLC65fvy7EgoODRYNQ0gyVSqVWoNi1a1eJsiEiIn3FcVLRIJPJ4OnpiS1btgix//77D1OnTpUwK92LjIzEhg0bRLFPP/0UNWrUkCgjIiLSdxwrZS8pKQnR0dF49+4dypUrJ0yIxAJFsbJly8LHxweurq54+vQpLly4gEOHDmHgwIFSp0ZERFRgHCsRERERZY3jJCIxuVyOFi1aoEWLFlixYgVCQ0Nx+PBhHD58GOfPn4dKpcpx/7i4OJw+fRqnT58WYpaWlqhfvz4aNmyIBg0aoHr16qhatSoqVqwIIyMjbb8lIiIqAI6VtEubBYrfffcdFi5cCIVCgVOnTqFdu3Y5bt+6dWsYGRlBoVCwQJGIiKgA8jZaymTYsGGQyWR6VfwXGhqKtWvXwtvbGw8fPgTw4Ubn9Bko0u3Zswfh4eEoX748Ro4cKUWqavbt2wfgQ77du3cX4m/evEF0dDTKlCmD0qVLZ7v/w4cP8eLFCwBA27ZtczxW27Ztce/ePTx//hyPHj1C1apVNfAODEutWrVEBYrsoKgdt2/fxvPnz0UxFigSEVFmHCcVHZkLFP38/BAfHw8rKysJs9KtlStXIjExUVg2MjLCvHnzJMyIiIj0HcdK2du2bRsmTJgAANi+fTuGDx8OAChRooRou9jYWJ3npm9sbGxw8OBB9OnTB+vWrVObrI6IiKiw4liJiIiIKGscJxHlrEaNGpg+fTqmT5+OyMhI+Pr6ws/PD35+fggJCcnVayQkJOD8+fM4f/68KG5iYoIqVarAwcEBdnZ2KF++vPAoU6YMSpUqhdKlS6N06dIoUaIE5HK5Nt4iFREqlQoKhQJpaWlQKBRqz3Nal9vtslpWKpXCQ6VS5fp5XraV6rlKpRIe6X/H+X0UdP+nT5+iUqVKUv6IGSyOlbSrXLlyomVNFig6ODgIXYz9/Pw+WqBoZWWFJk2a4OLFiwgJCUFERATKly+vsXyIiIiKigIVKG7fvl1DaWjG999/j3nz5kGhUHx0xqKEhATMnTsXxsbG6N69u9pMDFK4ePEigA8DIysrK+zatQvLly/H7du3hW1q1KiBMWPGYNKkSTAzMxPtn7GAzsXFJcdjZVwfHBxcJAazeVWrVi3RMgsUtSNz98QqVap89OeXiIiKHo6Tio6OHTvCxMQEqampAD50Rffx8UHfvn0lzkw3IiMj8csvv4hiQ4cORfXq1SXKiIiICgOOlbJXvHhx4XlCQoLwPHMHxdjYWCiVyiJ/o4+rqyvu378PExMTqVMhIiLSGI6ViIiIiLLGcRJR7tna2mLgwIEYOHAgACAiIgJnzpzJc8FiutTUVNy/fx/379//6LYymQwlS5ZE6dKlUapUKVhaWsLCwgLFihXL15/m5uaQy+XCQyaTZbucn3Xa7PqVXmiXn4I5TRTd6eNr5Ob1P3YvLRFljWMl7dJmB0UPDw/UqlULHh4eHy1OzLhP+jn38/PDoEGDNJYPERFRUVGgAkV9smLFCsyZMwcqlQpGRkZo2rQpjIyMcO7cuSy3Hzx4MCZNmoTk5GQcOXIEo0eP1nHGYkqlUvigomzZspg8eTLWrVuntl1oaCimT5+OgwcP4tixY6KbqZ49eyY8t7e3z/F4GWdMefr0aQGzN0wsUNQNLy8v0XLXrl2LRHt6IiLKPY6TipYSJUrA3d0dJ06cEGKHDx8uMgWKa9euRVJSkrBsZGSEuXPnSpgRERHpO46Vcubo6Ig+ffrA0tJSVPCfVXfmhISEItW1OTssTiQiIkPCsRIRERFR1jhOIiqY8uXLqxUsXrhwAdeuXcPVq1dx7do1oWtWQalUKsTExCAmJkYjr6cLBSl6zKnQTqlUSv3WiKiI4FhJ+7RZoFixYkXcuXMnT/t4eHhg+fLlAIDAwEAWKBIREeWDQRQohoWFYd68eQCAOnXqYN++fXB2dsbhw4ezLVC0sLBAu3bt4OXlBT8/P8kLFNNnaQeAW7duITAwEBUqVMAPP/yArl27wtzcHIGBgZg5cyYuXryI8+fPY+TIkThw4IDwGvHx8cLzjLPDZ8XS0lJ4/u7du2y3c3R0zHadobeGz1yg+OrVK6EtO2lGbGys2r/Rrl27SpQNERHpK30dJwFFe6ykTT179hQVKB47dgxpaWkwNjaIX1+yFRcXh59//lkUGzp0KJycnCTKiIiICgOOlXLWunVrtG7dWi1ubW2tFouLi2OBYhZ8fHzQunVrWFhYSJ0KERFRnunrWEkfxklERERUtOnrOAngWIkKp/Lly6N3797o3bu3EHv16pWoYDEkJATh4eFITEyUMFPdyNjpkIioMOJYSfu0WaCYH61atcKmTZvg4eEhmvSUiIiIcs8g7vDdsGEDFAoFSpYsCW9vb1SoUCFX+zVu3BjHjx/HrVu3tJzhxyUkJAjP379/DwsLC/j6+sLZ2VmIu7m54fTp02jRogVu3LiBgwcP4tKlS2jWrJmwXzpTU9Mcj5exlXjGDi30f05OTjAxMUFqaqoQCw4OzvKmNsqfkydPij6IMjU1hYeHh4QZERGRPuI4qejp2bMnJk2aJCy/efMGJ0+eROfOnSXMSvs2btyI2NhYYVkmk2HmzJkSZkRERIUBx0r5k1UhYsYviunDpHCTJk2Ct7c31q9fj4kTJ0qdEhERUZ5xrERERESUNY6TiLSvXLly6Ny5s+g7TpVKhdevXyM8PBwPHz7EkydPEBERgZcvXyIiIgKvXr1CTEwM3rx5I7pnjUgKRkZGMDY2hpGRkdrznNYZGxtDLpfDyMgo2+6ZH3uu6/1y+xoZt8nuASDH9Zp+jB07VuKfFMPEsZL2ZS5QTEhIQEJCgqhYU5csLCwwbtw4SY5NRERkKAyiQPH06dOQyWQYNmxYrosTAaBq1aoA9KMdtrm5uWh59OjRooFsumLFimHp0qXo3r07AGDv3r3CYDbja6SkpOR4vOTkZNFrZic8PDzbdTnNwmEIjI2N4ezsjNu3bwuxu3fvskBRg44fPy5adnd3l+yXCyIi0l/6Ok4CivZYSZsqV66Mxo0bIygoSIht27bNoAsU379/jzVr1ohivXv3houLi0QZERFRYcGxUv6YmJjA3Nxc9OUwCxTFEhMT4e3tDQBYtWoVxo0bBxMTE4mzIiIiyht9HSvp8ziJiIiIigZ9HScBHCuRYZPJZLC1tYWtrS2aN2+e7XYqlQqJiYl48+aNULAYExODmJgYJCYmIikpKd9/FsXCx4xFdR8rrMvNdgUp3NOH18jN68vlcqlPG+XSlClTpE7BIHGspH2ZCxSBD10U0+/t1xSFQoGwsDDef0NERKQDBlGgmF5g2Lhx4zztlz5T+sfaYetC5lnbO3XqlO227du3h7GxMdLS0hAYGJjla3zsPWWc3eNjrcOLspo1a6oVKJJmqFQqeHl5iWJdu3aVKBsiItJnHCcVTZ9//rmoQPHQoUN48+YNSpcuLWFW2rN9+3a8evVKFPv2228lyoaIiAoTjpXyz8rKSlSgGBcXJ2E2+qd+/fro2rUrjh8/jsePH2Pv3r347LPPpE6LiIgoTzhWIiIiIsoax0lE+k0mk8HS0hKWlpaoVKmSRl9bqVRCqVRCpVJl+VzqdZou3EvvdkdElBccK2mflZUVzMzMRMWZr1690miB4sSJE7Fz504kJibi7du3sLCw0NhrExERkTqDKFBMH5xknrHiY9IHfPrQsc3MzAw2NjZ4/fo1AOT4wYK5uTnKli2LiIgIYXsAsLe3F54/e/Ysx+Nl7Bqp6Q8xNKF06dJQKBQwMjKSNI9atWqJloODgyXKpHDK6TzeuHEDL1++FMW6dOmiq9SIiKgQ4ThJnb6MlbRp8ODB+Prrr4VZ5FJSUrBnzx58+eWXEmemOennUaVSYeXKlaJ17du3R5MmTSTKjIiIChOOldRlHCslJyeje/fuiI2NRe3atbFt2zZhOysrK9HfAzsoqvv2229x/PhxAMDGjRt1VqBYFMa7RESkGxwrifEaaxh4HomISBM4TlLHa6xh4Hn8OLlczu54REQfwbFSzjRxvZXJZChXrhyePHkixCIiIjR6jNTUVMTGxgIAAgIC0LFjx4/u4+vrixMnTiA0NBT79+/P97GJiIiKIoP4TdPGxgYA8Pz58zztl94Nr1y5chrPKT9q164tPFcoFDlum77e2Pj/NaYZi+lCQkJy3D/j+po1a+YpT10oVaoUypYti1KlSkmaR+YCRXZQzJuczmPm7olOTk6oXr26rlIjIqJChuMkMX0ZK2lT6dKl0atXL1EsY0GBIUg/jydOnMDDhw9F62bNmiVRVkREVBhxrCSWcaxkamoKX19fBAYG4tatW6LtrK2tRcvsoKiudevWqFOnDgDg/PnzuHPnjk6OWxTGu0REpDscK/0fr7GGgeeRiIg0heMkMV5jDQPPIxERaQrHStnT1PXWzs5OtPzixQuNHsPd3R02Njbo37+/WlfM7CxatAjLly/HP//8IyqeJCIioo8ziALF+vXrQ6VS4eTJk7neR6VS4eDBg5DJZGjWrJkWs8s9Nzc34Xl4eHi228XFxSEqKgoAULFiRSFetWpVYbB25syZHI/l7+8v7O/g4JDflA1e5gLFZ8+e8WY1Dcn877Vz586QyWQSZUNERPqO46Si6fPPPxctBwUF4fbt29IkoyUqlQorVqwQxZo0aYJ27dpJlBERERVGHCtlTyaTwdraGjKZDEqlUrQu8xeR7KCoTiaTYcyYMcLyli1bJMyGiIgofzhWIiIiIsoax0lERERE2eNYSfsy/n0B4gJFTejfvz9evXqFv//+G82bN8/VPh4eHsJzX19fjeZDRERk6AyiQLFHjx4AgP/++w+BgYG52mf9+vUICwsDALXOLFLp27ev8PzgwYPZbnfw4EGoVCoAQJs2bYS4TCYT3ktISAguXryY5f4XL14UZtvo1asXi8JyUL16dbX24MHBwRJlYzgSExNx7tw5USw3rdOJiKjo4jipaOrUqRMqVKggihnaTfHHjh1T6+Y0a9Ys/uwREVGecKyUsydPniAtLQ1Xr14VxTN3UGSBYtY+++wzmJmZAQB27tyJtLQ0iTMiIiLKG46ViIiIiLLGcRIRERFR9jhW0r6cOihqgrGxcZ7/PlmgSERElH8GUaA4fPhw2NnZQalUomfPnjh//ny226ampuL777/HtGnTIJPJ4OzsjD59+ugw2+zVq1cPXbp0AQDs3r0bp06dUtsmIiICc+fOBQC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Y5iSJrHS1wpyTJLKSX0VgVuJvSiIrXY2sZENWclJHslIkKsxZiZzkZ2QlshJZyRFZiawUhlmJnJQbWYms5BcRmJMkvn8jJ12FnGRDTnJSx/DPSRJZ6WqFOSdJwXs/BCM3FXg2i9CslCeyElkpL2QlshJZCW7wPsVIatGihQYNGqQHHnhACQkJ/qpTWPnhhx/yfLxChQp69913dccdd0iSpk2b5jTMfvDBB8rMzJQkffTRRw5BVpKKFSumjz76SJ06dVJmZqbef//9XEFVkt555x1JUrly5fT222/nerx+/fp6/vnn9fzzz2v37t2aOXOm7r77bveeLEKH/ewOmZeCe+7TSdLX90vHf7/q/r3Smr3SxinS/VPyDtAXk6UpD0n7l+V+LPm8lLzTdI7tH5Z6vSVF5f6gGLb2/CpNG2qCZF7WTZBm/03KSHG8/8Ix87N3kbT0Q2nABPcCjzVLmvG4tGmy4/2nEs3PlhnSoO+lhGtMQJt8n3RoreO+J3dJi9+Wtv0gDflJKlYu//MGyu5fpOkP534dj242P5u/Mc+nVNX8yzq9T/r6Xun41rz3u3RGmvm4tHNO7sfOHTI/2743H8bumWCCkyvHtkpTB5n3+tVO7jY/68ab8Hbrm77/Hzi1V/qqv2lre8k7zM/6CdLd4zwvd8kH0i//Mu8vXyUtkaY/Kp0/7Hh/Vpp04px0Ypv5cHfDC9L1f3FexuH10qQB5v+IvfQME7LP7jf7rP9KenSBfz8swCWyEoKOnBS+yEn+QU7yDDmJnFSAyEkoEGSl8EVW8g+ykmfISmSlAkRWQoEgK4UvspJ/kJU8Q1YiKxUgshKCjpwUvshJ/kFO8gw5iZxUgMhJKBBkpfBFVvIPspJnyEpkpQjm0wDFLVu26G9/+5uee+459ezZU4MGDVK/fv0UF8fSuPZ69OiRs71nz55cj1utVn377beSpMaNG6tjx45Oy+nYsaMaNWqkHTt26Ntvv9XIkSNlsRvRvXPnTm3btk2SdM8996hYsWJOyxk8eLCef97MLECYDUNZmVLyLtvt0jWCd+60c9LEe0znV+8GqWEvqURFE342TjIzOGRcNGHtT6tclHFB+rKXrRMvVsGMyq/cXMpKl/YtMzMZXM4wHVfaean/aNvxxStKAyaa7S3Tpd9nmO0eL0qVmtj2K1bezB6Qve+v/zadoWS7L1uFhu6/Bnd8YGYtOL5NWvBvc1+z/tI1f8j/2FOJ0jeDzHNq0keq212KL2Nm3Iiy+3W8brz03VO223V7mNk1ipWTzuw3HxhObJPOHZTG9pYenmtCaF7mv2pmWajYWGoxwMyIknJS2jhZOrRGunRKmvKg9ORyadI90pENpo0b3WZeyzP7pFWfmcB2Yps053mp/yj3X7ds2e138YT0wwhzX+3rpQ7Dcu9bqanzMo5ulpZ9ZN4jrR6QanaUYkuYALj6cxNkTu6WZj0pDZyVd32y0szzPr5Vqt5eanqnCcCXTkvHt9v2Sz0njbnFzN4gSeXqmZlHKjSSoouYD3lbppsZIvYtlcbfKT0y3/nS80c2Sl/eLqWfN7drXic1vNn8X7ZaTRkbJkkXj5vZRLLSpTv+m/fzyMulM9K4PrZZYkpVk1o/aN736RekXfPMjB/fDJQSmrtf7u8zpd3zzGvf8l6pWlspqoh5jUpU9qyOu+ZJX99n2tQSZWbDqNvdzOKTmWYC6MbJUtpZE56l3IE2PUWa/IAtyFZpJTXpLZWsKsUWM69D8k4zc8uxq2bMuOYP5rnn9TtFynt2G/iErAS/CaecFF/WSRnkJHISOYmcdBVyUqFHToJfhVNWcloGWYmsRFYiK12FrFTokZXgV2QlshJZiazkCbISWSkMkJXgN+GUk/j+zRE5iZwkkZOcIScVeuQk+BVZiaxEViIreYKsRFaKcD4NUIyOjlZWVpaysrI0b948zZs3TyVKlNBdd92lhx56SN27d/dTNcNbWlpazrazJcP37t2rw4fN6OJu3brlWVa3bt20Y8cOHTp0SElJSapTp07OY0uWLHHYz5WEhAQ1bNhQO3fu1NKlS91+HggRq0ZLqWfMdtHSuX/ZBtLRTSZ03T3OdOT22j8ifT1A2j3fdMLrJ0qVe+UuY/4rtiBbpZX04AzHWQlaPyBd+4g0vq95npumSA1vla7pbx6PLWY6KMm2JLpkAo2zGT7KXAn7K+yW2s4+3hv1e5p/4+yWb6/Q0L0yD6yQihQ3Aatud+f7nNkvzf77lRsWqc9HUpuHHPfp9JT0w3AzY0DGRWnGo9KwpVJUlOtzb51lAswdHzrO3NBuqJmFIXGhmTFlzK0mbPX9xCynbq/l/WYp+ovHpc1TpZv+JZX0MLRkt9/pfbb7StfwrE12/GhCzkMzc7//2wySPuthQnfiArNUddVWrsvKnr3kxn+aJdFd+WGELch2f17q+mzuGTA6j5DmvSQtH2nC0uK3pZ4vOe6TnmJCY/p5qUgx6a4xUqOr/5/cLV3/ZxPMkn4zM8807SvV6yGvzH/FFmRrXic98I3jUultB5tl0KcNNedz1+55Uvn60kOzbP/PvHH+qHkPX84wH3bu/Vqq0d5xn1b3SV1GSF/9wXzw+PV1s+x7RbsPorvmmnaXpE5/km553fU5j283S7hnq9jQ/LjzOwUBQVaC34RTTrruT7nLICeRk8hJ5CR75CSInAQ/C6esxN+UHJGVyEpkpdzIShBZCX5GViIrkZXISp4gK+VGVgo5ZCX4TTjlJL5/c0ROIieRk3IjJ0HkJPgZWYmsRFYiK3mCrJQbWSmi5PGbL3+HDh3Se++9p9atW8tqtcpqter8+fMaO3asevbsqTp16ujll1/Wrl278i8sgi1atChnu0mT3MFj61bbErSNGzfOsyz7x7Nn1vClnAMHDujixYt57osQkJ5iOuUf/yrNfcF2f4fHHTulYLj+L7mDrCRFx0i3vGG7vXte7n0uJpsAJpmOfMAE50smV20t9X7PdnvJ+z5VOaTc8KLrICtJK0fZlgBv/3DuICuZ17r3f6VKzczt41ulnbPzPm/FxlLvD3IHsKhoE86yHdkgtRuSO8hKJrhe+5jZtmaZsFhQ+o92/kGuZGXHWRicvQ+v1uj2vIPs0S1mFgZJav2Q1P0558tzR0WZAFXjyoxJqz4zM0XYWzfezMwhmfbIFWSviCst3TNeKlrK3F4+Mv/n4czFZDNzhyTFlpTuHuv8d0azvlKnJz0s3GLCuC9BVjLL2mcv637P+NxBNlupquaDtCXavP9WfuL4uP1S562d/L+xV6mxY5hFgSMrwSfkJJ+qHFLISf5BTnIPOck5clLIISfBZ2Qln6ocUshK/kFWcg9ZyTmyUsghK8FnZCWfqhxSyEr+QVZyD1nJObJSyCErwSfkJJ+qHFLISf5BTnIPOck5clLIISfBZ2Qln6ocUshK/kFWcg9ZyTmyUkTxaYBipUqVNGLECK1du1ZbtmzR3/72N1WvXj1nsOL+/fv1+uuvq3HjxurUqZM+/fRTnT592l91DwuXL1/Wm2++mXP7nnvuybXPwYMHc7arV6+eZ3k1ath+aRw4cMDncqxWq8NxoSI2NlZFixZVbGxsQVelYPyztOPP/1WRRneTVn8mWS+bfVoMMJ1qMFminC/bnK1iQ7PUsCQd35a7HXfNlTJTzXaz/lKZmq7LatZfKntlNpmjm2wBIJzFxEttBua9z7bvrmxYpM7DXe8XHSN1ftruuO/zLrfdULNstTPV2pllnLNlB1ZnanWybWfPPhFsCc2lOl1dP24/K8Xxba73y9bh8bwf3/i1bbvziPzLa3mv+TftrHRwzVVlXQmWJatKze/Ou5xi5aQGN5vtpCW5g7E7dv5slhOXpOZ35T07Sqc/mf/j7qrZSarS0vM62bNaba9v9WulWtflvX/FhmbZcUna/YvjY7HFbdtHNvhWLwQVWck7hTorRUhOkq5qR3ISOckfyEnuIychDJCTvEdWCv+sxN+UrkJW8g+ykvvISggDZCXvFOqcJJGVsh8nK7nej6zk+nGykg1ZCWGArOSdQp2VIiQnSXz/5oCc5B/kJPeRkxAGyEn+EYzcFFLZLIKykgOyElnJH8hK7iMroRCI8VdBTZs21Ztvvqk33nhDCxYs0IQJEzR9+nRduHBBkrRq1SqtWrVKzzzzjG677TYNHDhQt99+u2Ji/FaFkPT+++9r1apVkqT+/furbdu2ufY5f/58znaJEiXyLK94cdt/1uzX1t/l2Ktbt67Lxw4cOOAQrv0pUOVGhBKVpX6fSvVuCP65yzcwHWxeSlU1S/JeOpO7He079vyWNrZYzHNc84Xt2LK1Pa5ySKnSQiqax//NCyfMcuCSWWY5r7AvSfV62rYPrs573+rtXD8WHWPa9cIxs1x5xTxm6ylhF4Yuncn7nIFS/dq8H8/+QCXlX0dLtFSjQ9777Ftq/o2JMwE+vxB//oht+8R2qXZns516zrbcdMnK0o6f8i5HkrKuBNjMVLOEuv3y1+44tNa2Xbdb3vuWTDBtf3xr3vtls/9g460T26VLp8x2fBlp2w/5H5M908mZfVJGqlQkztyu212SRZJV+uHPZvaNa+7y/DVD0JGVvENWciGMcpJ0VTtuJCeRk/yAnOQ+chI5KQyEe06SyEohJ4yyEn9TugpZyT/ISu4jK5GVwkC4ZyVyUggiK4UvspJ/kJXcR1YiK4UBspJ3yEouhFFOkvj+zQE5yT/ISe4jJ5GTwkC45ySp4LKSvUg5h1+EWVZywN+UyEr+QFZyH1mJrFQI+H10oMVi0Q033KAbbrhBH3/8sWbOnKnx48frl19+UVZWltLS0jRr1izNmjVLFSpU0LFjx/xdhZCxaNEiPfecmQ2hUqVK+uSTT5zul5qamrOd30wPRYsWzdm+dOlSQMpBCBgw0badlSadPSht/U46tMYEjsXvmBHncaWDW69iTpbuvlr0lfdWlpOZAS7Y/X8vXz//suz3OX80//1DXamqeT9+we45uvP6lKgoFS1tZnU4n8/v0vh8PoRkt1t8WfNBwuV+dr9bvJn9wR/yex/G2H6/5VvHYuVsYciV7A8YmanSlAfyr5+97GWuJfMhL3u2nMPrfSvLXfb/b8q5/sOEwz7uhtn83s/uyH5tJTMbz665nh1/6bRUpIrZrthI6vqstPgtKeOitOg/5qdEglTjykwe9W+UKjTwvd7wG7ISvEJOyr0POSk3cpJz5CQbchI5KcSRk+A1slLufchKuZGVnCMr2ZCVyEohjqwEr5GVcu9DVsqNrOQcWcmGrERWCnFkJXiFnJR7H3JSbuQk58hJNuQkclKIIyfBa2Sl3PuQlXIjKzlHVrIhK5GVCoGALl8YHx+v+++/X/fff7+OHj2qSZMmafz48dq0aZMkKTk5OZCnL1C///67+vXrp8zMTMXFxWnq1KmqVKmS033j4my/SNPT0/MsNy3N9os5Pj4+z3Lsb3tSjr3ExESXj+U1Cwd81KR37vs6D5eWfyz9/LwZ/T/lIemhWVKUB8v3+sqTpYKdSbPNCOOwdK8r9vuk5z0rTFiIcf1/TZKUZvccY4u5V2ZscRNm83t93G07X9s4GPxZx/zaRJJSz3pfflaGf8qRbMt6e8L+fVHEjfeUO/tkc+e1y4+/X5MbXpCqtZGWvC8dWGnuu3BU2vad+ZGkGh2lW17PewYaBAVZCV4jJ+Xeh5zkHDnJN+QkR+QkBFGk5CSJrFQgyEq59yErOUdW8g1ZyRFZCUEUKVmJnFRAyEq59yErOUdW8g1ZyRFZCUFEVoLXyEm59yEnOUdO8g05yRE5CUEUKTlJIisVCLJS7n3ISs6RlXxDVnJEVkIYCugARXsJCQlq06aNNm/erO3bt+cb2sLZ3r17dfPNN+v06dOKjo7W5MmT1bVrV5f7lyxZMmc7v6W5L168mLN99ZLfV5eTV5jNqxyEsE5PSofXSZunSnsXSSs/kTr90bcyrVn+qZs7itreo0q/6Ho/Z/vEFoL3qf1S4ekp7h2T/RoVhtenoMQWN6Ervqz09yTfysnW5A5pwFc+Vy3/c9q9LzLceE+5s48/2b8mnf5kQqavGvUyPxeOS/uWSQdXS0lLpCMbJVmlAyukMbdKD0yV6vXw/XzwClkJAUFOimzkpNBETgocclKhRU5CwJCVIhtZKTSRlQKHrFRokZUQMGSlyEZWCk1kpcAhKxVaZCUEBDkpspGTQhM5KXDISYUWOQkBQ1aKbGSl0ERWChyyEvwg4MOqd+zYoRdeeEG1a9dWz549NX78eGVkZOR/YJg6fPiwbrzxRh0+fFgWi0VjxozRnXfemecx1atXz9k+ePBgnvseOHAgZ7tGjRo+l2OxWByOCxVHjhzRwYMHdeTIkYKuSui5+d+2Ue6L/iOlnMq9T4zdks35jdBPOem/ul0lVzuWqGx78NSe/As4udu2XTLBv5ULRSXsnqM7r8+FE2amDalwvD4FpVQ182/qWccZUTxV0m757LOHfKuTu0pVsW2fcj1zkkf7+JP9kuJn8+63PFaiktSsrwnIjy+SRmyWmvY1j13OkH7+h3/PB7eRlfyDrORCGOUk6ap2JCfljZwUmshJgUNOKpTISf5DVnIhjLISf1PyEFkpNJGVAoesVCiRlfyDnJQHslLkIiuFJrJS4JCVCiWykn+QlVwIo5wk8f2bR8hJoYmcFDjkpEKJnBQYwchNYZPNwiwrOSAr5Y2sFJrISoFDVoIfBGSA4smTJzVy5Eh16NBBTZs21ZtvvqkDBw7IarXKarWqVq1aeumll7Rz585AnL7AJCcn66abbspZPvujjz7SwIED8z2uadOmOdvbt2/Pc1/7x5s0aeJzOTVq1FDx4m4syxxkKSkpunjxolJSgjzyOxyUTJDaP2y2U89KS97LvU9cGdv2+XzC+YFVfqva1XK1o/3yu3t+zb+AxAW27cKwdG+JilKZmmY7eZd0Zn/e++/5xbYdbq+Pw5Le1gKrhltqdTb/Wi87vuaeKl5eqnjl9/aRjWY2iECr1ta2vXdx3vuePyqd2BHY+lwtoYVUtLTZTvpNykwL3LnK1JD+8LlUrIK5fXyrdOmM4z7h9L4MU2Ql/yEruRBGOUm6qh3JSXkjJ4UmclLgkJMKHXKSf5GVXAijrMTflDxEVgpNZKXAISsVOmQl/yEn5YGsFLnISqGJrBQ4ZKVCh6zkP2QlF8IoJ0l8/+YRclJoIicFDjmp0CEnBU4wclPYZLMwy0oOyEp5IyuFJrJS4JCV4Ad+G6CYkZGh6dOnq2/fvqpWrZqGDx+uNWvW5AxKLFmypIYOHaqFCxcqMTFRr776qurVq+ev0xe4s2fP6pZbbtHWrVslSW+++ab++Ef3lmmuU6eOqlY1I44XLVqU576LF5tfRtWqVVPt2rUdHuvSpUvOdl7lHD16NGdwaOfOnd2qI0LMdU9J0UXN9uovcneKlew+6CQudF3OxZPSxsl+r55LDW6RYq4sU79lRt5h7feZtpH/CS2ksrUDXr2Q0KTPlQ2rtPRD1/tlZUrLPnJyXJiwXwbanaXhC1LL+2zbi96SMlK9L6vVlbKsWdICPyx9nZ8GN0vRV2bf2Twt7wC94mNTr2CKipZa3G22U05Ky0cG9nzRRRxnILl81fN1eF+G+B82whBZCUFDTopc5KTQQ04KHHJSoUJOQlCRlSIXWSn0kJUCh6xUqJCVEFRkpchFVgo9ZKXAISsVKmQlBA05KXKRk0IPOSlwyEmFCjkJQUVWilxkpdBDVgocshL8wOcBisuWLdMTTzyhhIQE3XPPPfr++++Vnp4uq9WqqKgo3XLLLZo4caKOHj2qzz//XF27dvVHvUNKSkqKbr/9dq1bt06S9MILL+jvf/+728dbLJacJcO3b9+uFStWON1vxYoVObNk3HnnnbJYLA6PN2zYMGcGjm+++cblrBFjx47N2e7Xr5/b9QymOnXqqEGDBqpTp05BVyU0lUyQWj9otjNSpCXvOz5era0UX9Zs/z7T+YwaqWelbwZKqWcCVs1c7Vi8vNT6IVu9vxnofDnzIxulH56x3b7+zwGrY8jp8LhUpJjZXvOFtH5i7n2yMqUf/ywd22JuV2oqNbw1eHX0h2LlbLMsHN0sWUN4ZoPqbW3LSB/bIk2+T7qY7Hp/q1Xav0L6+YXcj7V/1Dajytqx0ryXpawM12VlppsPfqs+867uxStIre4322nnpGlDnS9pvu17afn/vDuHr67/ixR35b3w67+l5R9Lly+73j/9orR2nAnn9lZ8an7fZaa7Pnb/CunY72a7VDXzO8le2Vq27SMb3X8OyBdZyf/ISnkIk5wkXdWO5KT8kZNCDzkpsMhJhQI5KTDISnkIk6zE35S8QFYKPWSlwCIrFQpkJf8jJ+WDrBS5yEqhh6wUWGSlQoGs5H9kpTyESU6S+P7NY+Sk0ENOCixyUqFATgq8YOSmsMpmYZSVHJCV8kdWCj1kpcAiK8FHMb4c3KBBg5ylr612v4iuueYaDRw4UA8++KASEhJ8q6EX0tPTtX//fp06dUqXLl1SfHy8ypUrp1q1aqlIkSJ+P1e/fv20dOlSSdLw4cP173//2+NyRowYodGjRysrK0tPPfWUFi9erPj4+JzHL126pKeeekqSFBMToxEjRjgt569//asefvhhnTp1Sn/72980cqTjyOU9e/bojTfekCTVr18/ZMNsVJTfFveMXF1GSOvGS5czpDVjpOueto0ijykqdXzSjOa/nCmN6yO1HSRVb2862qObpA2TpJRkqfk90uZvAlJFp+144z+lvYuk5J3S4fXSyPZSm4ekytdIWenSvmXSpilmW5JaDJCaheb7NCDK1JR6/Uf67imz/PS3T0pbpkuNb5Piy0lnD5gZUo6bmX1UpLjU/zMpHP/P1O1qQtTpvdLUQWbGkLjSkq58UK/WxoTeUHDnSOnkHunYZrOU/QfNTX2rtzOBMStTunjcBKXEhdK5Q1LZOtItV82oEVtMum+y9GUv84Fy6X+lTd9ITe80/weKlpQyLknnDpowlbjIhNDsD4HeuPFVafcv5r2T9Jv0vw7m/1yFBibY7p5n2iGujJTQ3OwTTKWqSnePlSbdK2WlST8/L63+XGrSW6rY2MyAkXZBOrPP/M7Yu1jKTJV6vOhYzpGN0pxJ5kNS/RukKi2lklXNDBsXT0hJS6Qds83/K8n5h+Ranc3sJFnp0rIrs90kXGOb3ahInFS7S+7jkCeyUmCQlfIRBjlJctKO5KS8kZNETiInkZMiCzkpcMhK+QiDrMTflLxAVhJZiaxEVoosZKXAICe5gawUmchKIiuRlchKkYWsFBhkpXyEQU6S+P7NY+QkkZPISeSkyEJOCo5g5Kawy2ZhkpVyISvljawkshJZiawET/g0QHHPnj0525UqVdJ9992nQYMGqVWrVr7WyyPnz5/X7NmzNWfOHK1YsUI7d+50GDCZzWKxqFGjRurYsaNuueUW9erVSyVLlvTp3Pfdd5/mzp0rSbrhhhv08MMPa8uWLS73j42NVcOGDXPd37BhQz377LN68803tWbNGnXu3Fl///vfVa9ePe3Zs0f/+c9/tH79eknSs88+qwYNGjgtf9CgQRozZoyWLl2q//3vfzp69KgeffRRlS1bVqtWrdJrr72mc+fOKSoqSh9++KFiYnx6C6Aglalpgt6Gr8wv9t/elW5/x/Z4l2ekQ+uknbOlzEvSyk/NTzZLtAmW1doFN8wWLSENmS1NeVDav9wE6qtnCzEVlNoNlW57O3h1CxVtBpp/Z//dzEqy5xfzc7VS1aQBE0xnG466PWdCVkaKtPVb82Nv0A9SnesLpm5XK1pSGjpH+vEv5sNWRoq0abL5caVUNef3V24mPbZQmv6odGiNdP6I4//NXCwm8Hkrvow06Dvpqz9IpxJNUF74xlX7lJXuHmc+KBWEejeY13fGY9LJXdKpPSbou2KJlkpUuuq+Kx+C0s6aWTd+n+n82KgiUve/S+0fyf1YsXJS5+HS4rel9AvSwv9zfLx0Tem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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(nrows=4, ncols=6, figsize=(36, 24)) #sharex\n", "plt.rc('font', size=20)\n", "\n", "axs = axs.flatten()\n", "#ds.length_m.plot(ax=axs[1]);\n", "delta_t = dict_delta_t_rgi_eq[gdirs[-1].rgi_id]\n", "\n", "(temp_bias_step-delta_t).plot(ax=axs[0], c='C3', ls=':', label='step change',lw=2);\n", "(temp_bias_ts_lin-delta_t).plot(ax=axs[0], c='C3', ls='--', label='linear change',lw=2);\n", "(temp_bias_ts-delta_t).plot(ax=axs[0], c='C3', label='overshoot', lw=3);\n", "axs[0].text(0.98, 0.98, 'applied temperature:\\n'+r'$T$=t$_{2000-2019}$ + t$_{ss}$ + t$_c$',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=20, color='C3')\n", "\n", "axs[0].set_ylabel(r'Temperature change (°C, $t_c$)', fontsize=22); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "\n", " \n", "\n", "#axs[0].annotate('temperature\\ntarget',(480,temp_bias_step.iloc[-1]), xytext=(420,temp_bias_step.iloc[-1]*2.1),\n", "# color='C3',\n", "# arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", "\n", "fig.delaxes(axs[1])\n", "fig.delaxes(axs[2])\n", "fig.delaxes(axs[3])\n", "fig.delaxes(axs[4])\n", "fig.delaxes(axs[5])\n", "\n", "\n", "###\n", "n1 = 6\n", "for j,gdir in enumerate(gdirs):\n", " _r = gdir.rgi_id\n", " ds = ds_d[_r]\n", " ds_lin = ds_lin_d[_r]\n", " ds_step = ds_step_d[_r]\n", " #axs[3+j].text(0.98, 0.98, 'Volume',\n", " # ha='right', va='top', transform=axs[2+j].transAxes, \n", " # fontsize=22, color='black')\n", " (100*ds_step.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[6+j], c='black', ls=':',lw=2);\n", " (100*ds_lin.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[6+j], c='black', ls ='--',lw=2 );\n", " (100*ds.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[6+j], c='black', ls='-', lw=3);\n", " if j==0:\n", " axs[6+j].set_ylabel('Mass (%, rel. to initial\\nsteady state mass)', fontsize=22)\n", " else:\n", " axs[6+j].set_ylabel('')\n", " \n", " #axs[1].set_title('Glacier volume', fontsize=22)\n", " eq0 = (ds.volume_m3/1e9).isel(time=0)\n", " eq1 = (ds.volume_m3/1e9).isel(time=-1)\n", " #axs[2+j].annotate('glacier in\\nsteady-state',(20,eq0), xytext=(-20,eq0*0.7), color='black',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", "\n", " #axs[2+j].annotate('glacier in new\\nsteady-state',(480,eq1), xytext=(420,eq1*0.7), color='black',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " #if j == 0:\n", " # ylims = axs[4+j].get_ylim()\n", " #else:\n", " axs[6+j].set_ylim([-2,105])\n", " \n", " delta_t = dict_delta_t_rgi_eq[gdir.rgi_id]\n", "\n", " if '1450' in gdir.rgi_id:\n", " axs[6+j].set_title(f'Aletsch glacier (same as Fig. 1)\\n{gdir.rgi_id}, '+ r't$_{ss}$='+f'{delta_t}°C', weight = 'bold', fontsize=22)\n", " else:\n", " axs[6+j].set_title(f'{gdir.name}\\n{gdir.rgi_id}, '+ r't$_{ss}$='+f'{delta_t}°C', weight = 'bold', fontsize=22)\n", " axs[6+j].set_xlabel('Years', fontsize=0); \n", "\n", "###\n", "n2 = 12\n", "for j,gdir in enumerate(gdirs):\n", " _r = gdir.rgi_id\n", " df_runoff = df_runoff_d[_r]\n", " df_runoff_lin = df_lin_runoff_d[_r]\n", " df_runoff_step = df_step_runoff_d[_r]\n", " df_runoff_sum_rel = 100*df_runoff.sum(axis=1)/df_runoff.sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_lin = 100*df_runoff_lin.sum(axis=1)/df_runoff_lin.sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_step = 100*df_runoff_step.sum(axis=1)/df_runoff_step.sum(axis=1).iloc[0]\n", "\n", " axs[n2+j].text(0.98, 0.98, 'Annual runoff',\n", " ha='right', va='top', transform=axs[n2+j].transAxes, \n", " fontsize=22, color='C0')\n", " df_runoff_sum_rel_step.plot(ax=axs[n2+j], label = 'Annual runoff', c='C0', ls=':',lw=2);\n", " df_runoff_sum_rel_lin.plot(ax=axs[n2+j], label = 'Annual runoff', c='C0', ls='--',lw=2);\n", " df_runoff_sum_rel.plot(ax=axs[n2+j], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " if j == 0:\n", " axs[n2+j].set_ylabel(f'Annual runoff (%, {roll}-year avg.,\\nrel. to initial annual runoff)', fontsize=22)\n", " else:\n", " axs[n2+j].set_ylabel('')\n", " axs[n2+j].set_xlabel('Years', fontsize=22); #plt.title(f'Total annual runoff for {rgi_id}');\n", " axs[n2+j].set_ylim([70,210])\n", " #axs[8+j].fill_between(df_runoff_sum_rel.index,\n", " # 100,\n", " # #df_runoff.iloc[0].sum(),\n", " # df_runoff_sum_rel.values, alpha = 0.3, color='C0')\n", " pw = df_runoff_sum_rel.max()\n", " tw = df_runoff_sum_rel.min()\n", " #axs[4+j].set_ylim([df_runoff_sum.sum(axis=1).min()*0.95,pw*1.1])\n", " pw_ind = df_runoff_sum_rel.idxmax()\n", " #axs[4+j].annotate('peak water',(pw_ind,pw*0.96), xytext=(pw_ind*0.2,pw*1.04),\n", " # xycoords='data', textcoords='data',\n", " # color='C0',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " tw_ind = df_runoff_sum_rel.idxmin()\n", "\n", " #axs[4+j].annotate('trough water?',(tw_ind,tw*1.04), xytext=(tw_ind*1.2,tw*0.92),\n", " # xycoords='data', textcoords='data', color='C0',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=18)\n", " \n", "n3 = 18 \n", "for j,gdir in enumerate(gdirs):\n", " _r = gdir.rgi_id\n", " df_runoff = df_runoff_d_dry[_r]\n", " df_runoff_lin = df_lin_runoff_d_dry[_r]\n", " df_runoff_step = df_step_runoff_d_dry[_r]\n", " df_runoff_sum_rel = 100*df_runoff.sum(axis=1)/df_runoff_d[_r].sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_lin = 100*df_runoff_lin.sum(axis=1)/df_lin_runoff_d[_r].sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_step = 100*df_runoff_step.sum(axis=1)/df_step_runoff_d[_r].sum(axis=1).iloc[0]\n", " m_last = dry_last_month_glacier_d[gdir.rgi_id]\n", " if m_last == 9:\n", " ms = 'JAS'\n", " elif m_last == 6:\n", " ms = 'AMJ'\n", " elif m_last == 11:\n", " ms = 'SON'\n", " elif m_last == 7:\n", " ms = 'MJJ'\n", " else:\n", " print ('sth. wrong')\n", " axs[n3+j].text(0.98, 0.98, f'Runoff from three driest\\nmelt months ({ms})',\n", " ha='right', va='top', transform=axs[n3+j].transAxes, \n", " fontsize=22, color='tab:orange')\n", " df_runoff_sum_rel_step.plot(ax=axs[n3+j], label = 'Seasonal runoff', c='tab:orange', ls=':',lw=2);\n", " df_runoff_sum_rel_lin.plot(ax=axs[n3+j], label = 'Seasonal runoff', c='tab:orange', ls='--',lw=2);\n", " df_runoff_sum_rel.plot(ax=axs[n3+j], label = 'Seasonal runoff', c='tab:orange', ls='-', lw=3);\n", " if j == 0:\n", " axs[n3+j].set_ylabel(f'Seasonal runoff (%, {roll}-year avg.,\\nrel. to initial annual runoff)', fontsize=22)\n", " else:\n", " axs[n3+j].set_ylabel('')\n", " axs[n3+j].set_xlabel('Years', fontsize=22); #plt.title(f'Total annual runoff for {rgi_id}');\n", " axs[n3+j].set_ylim([70,210])\n", " #axs[12+j].fill_between(df_runoff_sum_rel.index,\n", " # 100,\n", " # #df_runoff.iloc[0].sum(),\n", " # df_runoff_sum_rel.values, alpha = 0.3, color='tab:orange')\n", " pw = df_runoff_sum_rel.max()\n", " tw = df_runoff_sum_rel.min()\n", " #axs[4+j].set_ylim([df_runoff_sum.sum(axis=1).min()*0.95,pw*1.1])\n", " pw_ind = df_runoff_sum_rel.idxmax()\n", " #axs[+j].annotate('peak water',(pw_ind,pw*0.96), xytext=(pw_ind*0.2,pw*1.04),\n", " # xycoords='data', textcoords='data',\n", " # color='C0',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " tw_ind = df_runoff_sum_rel.idxmin()\n", " \n", "for j,ax in enumerate(axs):\n", " yt = ax.get_yticks()\n", " xt = ax.get_xticks()\n", " ax.set_xticks(xt.astype(int)[1::2],xt.astype(int)[1::2] , fontsize=20)\n", " if j" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(nrows=4, ncols=4, figsize=(28, 24)) #sharex\n", "plt.rc('font', size=20)\n", "\n", "axs = axs.flatten()\n", "#ds.length_m.plot(ax=axs[1]);\n", "delta_t = dict_delta_t_rgi_eq[gdirs[-1].rgi_id]\n", "\n", "(temp_bias_step-delta_t).plot(ax=axs[0], c='C3', ls=':', label='step change',lw=2);\n", "(temp_bias_ts_lin-delta_t).plot(ax=axs[0], c='C3', ls='--', label='linear change',lw=2);\n", "(temp_bias_ts-delta_t).plot(ax=axs[0], c='C3', label='overshoot', lw=3);\n", "axs[0].text(0.98, 0.98, 'applied temperature:\\n'+r'$T$=t$_{2000-2019}$ + t$_{ss}$ + t$_c$',\n", " ha='right', va='top', transform=axs[0].transAxes, \n", " fontsize=22, color='C3')\n", "\n", "axs[0].set_ylabel(r'Temperature change (°C, $t_c$)', fontsize=20); #axs[0].set_title(f'{rgi_id}'); axs[0].set_xlabel('');\n", "#axs[0].set_title('Temperature', fontsize=22)\n", "#leg.get_title().set_color('C3')\n", "\n", "\n", " \n", "\n", "#axs[0].annotate('temperature\\ntarget',(480,temp_bias_step.iloc[-1]), xytext=(420,temp_bias_step.iloc[-1]*2.1),\n", "# color='C3',\n", "# arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", "\n", "fig.delaxes(axs[1])\n", "fig.delaxes(axs[2])\n", "fig.delaxes(axs[3])\n", "\n", "###\n", "for j,gdir in enumerate(gdirs_sel):\n", " _r = gdir.rgi_id\n", " ds = ds_d[_r]\n", " ds_lin = ds_lin_d[_r]\n", " ds_step = ds_step_d[_r]\n", " #axs[3+j].text(0.98, 0.98, 'Volume',\n", " # ha='right', va='top', transform=axs[2+j].transAxes, \n", " # fontsize=22, color='black')\n", " (100*ds_step.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[4+j], c='black', ls=':',lw=2);\n", " (100*ds_lin.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[4+j], c='black', ls ='--',lw=2 );\n", " (100*ds.volume_m3/ds_step.volume_m3.isel(time=0)).plot(ax=axs[4+j], c='black', ls='-', lw=3);\n", " if j==0:\n", " axs[4+j].set_ylabel('Mass (%, relative to\\ninitial steady-state)', fontsize=20)\n", " else:\n", " axs[4+j].set_ylabel('')\n", " \n", " #axs[1].set_title('Glacier volume', fontsize=22)\n", " eq0 = (ds.volume_m3/1e9).isel(time=0)\n", " eq1 = (ds.volume_m3/1e9).isel(time=-1)\n", " #axs[2+j].annotate('glacier in\\nsteady-state',(20,eq0), xytext=(-20,eq0*0.7), color='black',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", "\n", " #axs[2+j].annotate('glacier in new\\nsteady-state',(480,eq1), xytext=(420,eq1*0.7), color='black',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " #if j == 0:\n", " # ylims = axs[4+j].get_ylim()\n", " #else:\n", " axs[4+j].set_ylim([-2,105])\n", " \n", " delta_t = dict_delta_t_rgi_eq[gdir.rgi_id]\n", "\n", " if '1450' in gdir.rgi_id:\n", " axs[4+j].set_title(f'Aletsch glacier (same as Fig. 1):\\n{gdir.rgi_id}, '+ r't$_{ss}$='+f'{delta_t}°C', weight = 'bold', fontsize=24)\n", " else:\n", " axs[4+j].set_title(f'{gdir.name}:\\n{gdir.rgi_id}, '+ r't$_{ss}$='+f'{delta_t}°C', weight = 'bold', fontsize=24)\n", " axs[4+j].set_xlabel('Years', fontsize=0); \n", "\n", "###\n", "for j,gdir in enumerate(gdirs_sel):\n", " _r = gdir.rgi_id\n", " df_runoff = df_runoff_d[_r]\n", " df_runoff_lin = df_lin_runoff_d[_r]\n", " df_runoff_step = df_step_runoff_d[_r]\n", " df_runoff_sum_rel = 100*df_runoff.sum(axis=1)/df_runoff.sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_lin = 100*df_runoff_lin.sum(axis=1)/df_runoff_lin.sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_step = 100*df_runoff_step.sum(axis=1)/df_runoff_step.sum(axis=1).iloc[0]\n", "\n", " #axs[6+j].text(0.98, 0.98, 'Annual runoff',\n", " # ha='right', va='top', transform=axs[6+j].transAxes, \n", " # fontsize=22, color='C0')\n", " df_runoff_sum_rel_step.plot(ax=axs[8+j], label = 'Annual runoff', c='C0', ls=':',lw=2);\n", " df_runoff_sum_rel_lin.plot(ax=axs[8+j], label = 'Annual runoff', c='C0', ls='--',lw=2);\n", " df_runoff_sum_rel.plot(ax=axs[8+j], label = 'Annual runoff', c='C0', ls='-', lw=3);\n", " if j == 0:\n", " axs[8+j].set_ylabel('Annual runoff (%, 31-year avg.,\\nrel. to initial annual runoff)', fontsize=20)\n", " else:\n", " axs[8+j].set_ylabel('')\n", " axs[8+j].set_xlabel('Years', fontsize=20); #plt.title(f'Total annual runoff for {rgi_id}');\n", " axs[8+j].set_ylim([70,210])\n", " #axs[8+j].fill_between(df_runoff_sum_rel.index,\n", " # 100,\n", " # #df_runoff.iloc[0].sum(),\n", " # df_runoff_sum_rel.values, alpha = 0.3, color='C0')\n", " pw = df_runoff_sum_rel.max()\n", " tw = df_runoff_sum_rel.min()\n", " #axs[4+j].set_ylim([df_runoff_sum.sum(axis=1).min()*0.95,pw*1.1])\n", " pw_ind = df_runoff_sum_rel.idxmax()\n", " #axs[4+j].annotate('peak water',(pw_ind,pw*0.96), xytext=(pw_ind*0.2,pw*1.04),\n", " # xycoords='data', textcoords='data',\n", " # color='C0',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " tw_ind = df_runoff_sum_rel.idxmin()\n", "\n", " #axs[4+j].annotate('trough water?',(tw_ind,tw*1.04), xytext=(tw_ind*1.2,tw*0.92),\n", " # xycoords='data', textcoords='data', color='C0',\n", " # arrowprops={'arrowstyle':'->', 'color':'grey', 'linewidth': 2}, fontsize=18)\n", " \n", " \n", "for j,gdir in enumerate(gdirs_sel):\n", " _r = gdir.rgi_id\n", " df_runoff = df_runoff_d_dry[_r]\n", " df_runoff_lin = df_lin_runoff_d_dry[_r]\n", " df_runoff_step = df_step_runoff_d_dry[_r]\n", " df_runoff_sum_rel = 100*df_runoff.sum(axis=1)/df_runoff_d[_r].sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_lin = 100*df_runoff_lin.sum(axis=1)/df_lin_runoff_d[_r].sum(axis=1).iloc[0]\n", " df_runoff_sum_rel_step = 100*df_runoff_step.sum(axis=1)/df_step_runoff_d[_r].sum(axis=1).iloc[0]\n", " m_last = dry_last_month_glacier_d[gdir.rgi_id]\n", " if m_last == 9:\n", " ms = 'JAS'\n", " elif m_last == 6:\n", " ms = 'AMJ'\n", " elif m_last == 11:\n", " ms = 'SON'\n", " elif m_last == 7:\n", " ms = 'MJJ'\n", " else:\n", " print ('sth. wrong')\n", " axs[12+j].text(0.98, 0.98, f'Three driest melt\\nmonths runoff ({ms})',\n", " ha='right', va='top', transform=axs[12+j].transAxes, \n", " fontsize=22, color='tab:orange')\n", " df_runoff_sum_rel_step.plot(ax=axs[12+j], label = 'Seasonal runoff', c='tab:orange', ls=':',lw=2);\n", " df_runoff_sum_rel_lin.plot(ax=axs[12+j], label = 'Seasonal runoff', c='tab:orange', ls='--',lw=2);\n", " df_runoff_sum_rel.plot(ax=axs[12+j], label = 'Seasonal runoff', c='tab:orange', ls='-', lw=3);\n", " if j == 0:\n", " axs[12+j].set_ylabel('Seasonal runoff (%, 31-year avg.,\\nrel. to initial annual runoff)', fontsize=20)\n", " else:\n", " axs[12+j].set_ylabel('')\n", " axs[12+j].set_xlabel('Years', fontsize=20); #plt.title(f'Total annual runoff for {rgi_id}');\n", " axs[12+j].set_ylim([70,210])\n", " #axs[12+j].fill_between(df_runoff_sum_rel.index,\n", " # 100,\n", " # #df_runoff.iloc[0].sum(),\n", " # df_runoff_sum_rel.values, alpha = 0.3, color='tab:orange')\n", " pw = df_runoff_sum_rel.max()\n", " tw = df_runoff_sum_rel.min()\n", " #axs[4+j].set_ylim([df_runoff_sum.sum(axis=1).min()*0.95,pw*1.1])\n", " pw_ind = df_runoff_sum_rel.idxmax()\n", " #axs[+j].annotate('peak water',(pw_ind,pw*0.96), xytext=(pw_ind*0.2,pw*1.04),\n", " # xycoords='data', textcoords='data',\n", " # color='C0',\n", " # arrowprops={'arrowstyle':'->','color':'grey', 'linewidth': 2}, fontsize=18)\n", " tw_ind = df_runoff_sum_rel.idxmin()\n", " \n", "for j,ax in enumerate(axs):\n", " yt = ax.get_yticks()\n", " xt = ax.get_xticks()\n", " ax.set_xticks(xt.astype(int)[1::2],xt.astype(int)[1::2] , fontsize=20)\n", " if j<4:\n", " ax.set_yticks(yt[1::2],yt.round(1)[1::2], fontsize=20)\n", " elif j<8:\n", " ax.set_yticks(np.arange(0,120,20), np.arange(0,120,20), fontsize=20)\n", " else:\n", " ax.set_yticks(np.arange(0,220,25), np.arange(0,220,25), fontsize=20)\n", " \n", " if j not in [7,11,15]:\n", " ax.set_xlim([0,1000])\n", " ax.set_xticks(np.arange(0,1001,200),np.arange(0,1001,200) , fontsize=20)\n", "\n", " ax.axvline(300,color='grey',ls='-.', lw=2, alpha = 0.3)\n", " ax.axvline(50,color='grey',ls='-.', lw=2, alpha = 0.3)\n", " \n", "plt.tight_layout()\n", "\n", "leg = axs[0].legend(fontsize=28, frameon=True,handlelength=1.2, columnspacing=1,\n", " handletextpad=0.6, title='Temperature change scenarios', title_fontsize=28, \n", " #title_fontproperties = {'textcolor':'grey', 'fontsize':28},\n", " loc = 'lower left', bbox_to_anchor=(1.2,0.2), ncol=1)\n", "\n", "for j in np.arange(0,3,1):\n", " leg.get_lines()[j].set_color('grey')\n", " leg.get_texts()[j].set_color('grey')\n", "\n", "plt.savefig('figures/suppl_fig_idealised_1000_sel.png')" ] }, { "cell_type": "code", "execution_count": null, "id": "6e45d833-7bbb-4f82-85fb-41da570c1b62", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "70e97a5d-b503-46e7-9efd-1cb5c346c46d", "metadata": {}, "source": [ "**Only melt analysis**" ] }, { "cell_type": "code", "execution_count": 10, "id": "ca5d7d03-3819-4882-a6a1-05f11d619d7e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['melt_off_glacier',\n", " 'melt_on_glacier',\n", " 'liq_prcp_off_glacier',\n", " 'liq_prcp_on_glacier']" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "runoff_vars" ] }, { "cell_type": "code", "execution_count": 13, "id": "1447a7e8-24e7-4eaa-9b2b-06767db9696a", "metadata": {}, "outputs": [], "source": [ "roll = 1\n", "\n", "\n", "df_runoff_melt_d = {}\n", "df_lin_runoff_melt_d = {}\n", "df_step_runoff_melt_d = {}\n", "\n", "melt_vars = ['melt_off_glacier',\n", " 'melt_on_glacier']\n", "\n", "gdir = gdirs[0]\n", " \n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_oversh_temp')) as ds:\n", " # The last step of hydrological output is NaN (we can't compute it for this year)\n", " ds = ds.isel(time=slice(0, -1)).load()\n", "\n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_lin_temp')) as ds_lin:\n", " ds_lin = ds_lin.isel(time=slice(0, -1)).load()\n", "\n", "with xr.open_dataset(gdir.get_filepath('model_diagnostics', filesuffix='_step_temp')) as ds_step:\n", " ds_step = ds_step.isel(time=slice(0, -1)).load()\n", "\n", "runoff_vars_monthly = ['melt_off_glacier_monthly',\n", " 'melt_on_glacier_monthly',\n", " 'liq_prcp_off_glacier_monthly',\n", " 'liq_prcp_on_glacier_monthly']\n", "\n", "labels_nice_dict = {'melt_off_glacier_monthly': 'melt off glacier',\n", " 'melt_on_glacier_monthly': 'melt on glacier',\n", " 'liq_prcp_off_glacier_monthly': 'liquid precipitation off glacier',\n", " 'liq_prcp_on_glacier_monthly': 'liquid precipitation on glacier'}\n", "sel_vars_m = [v for v in ds.variables if 'month_2d' in ds[v].dims]\n", "sel_vars = [v for v in ds.variables if 'month_2d' not in ds[v].dims]\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "8e72d3be-70d4-40a2-99d7-5a85dac68056", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(ds_lin['melt_on_glacier'].isel(time=slice(0,500)), label='melt_on_glacier')\n", "plt.plot(ds_lin['melt_off_glacier'].isel(time=slice(0,500)), label='melt_off_glacier')\n", "plt.plot(ds_lin['liq_prcp_on_glacier'].isel(time=slice(0,500)), label='liq_prcp_on_glacier')\n", "plt.plot(ds_lin['liq_prcp_off_glacier'].isel(time=slice(0,500)), label='liq_prcp_off_glacier')" ] }, { "cell_type": "code", "execution_count": 19, "id": "9f2efd4f-3871-45cf-ae1c-8fbe9d52fc7d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(ds_step['melt_on_glacier'].isel(time=slice(0,500)))\n", "plt.plot(ds_step['melt_off_glacier'].isel(time=slice(0,500)))" ] }, { "cell_type": "code", "execution_count": null, "id": "331c3e62-1bcc-412c-9944-b217aeb17985", "metadata": {}, "outputs": [], "source": [ "\n", " \n", "for _d,_f in zip([ds,ds_lin,ds_step],\n", " [df_runoff_d,df_step_runoff_d,df_lin_runoff_d]):\n", "\n", "\n", " df_annual = _d[sel_vars].to_dataframe()\n", " # Select only the runoff variables\n", " # Convert them to megatonnes (instead of kg)\n", " df_runoff = df_annual[runoff_vars] * 1e-9\n", " # We smooth the output, which is otherwize noisy because of area discretization\n", " df_runoff = df_runoff.rolling(roll, center=True, min_periods=1).mean()\n", " df_runoff = df_runoff.rename(columns=labels_nice_dict)\n", "\n", " _f[gdir.rgi_id] = df_runoff\n", "\n", "for _d,_f in zip([ds,ds_lin,ds_step],\n", " [df_runoff_d_dry,df_step_runoff_d_dry,df_lin_runoff_d_dry]): \n", " # todo change the numbers \n", " m_last = dry_last_month_glacier_d[gdir.rgi_id]\n", " m_first = m_last-2\n", " print(gdir.rgi_id, m_first, m_last)\n", " df_summer = _d[sel_vars_m].sel(month_2d=slice(m_first,m_last)).sum(dim='month_2d').to_dataframe()\n", " # Convert them to megatonnes (instead of kg)\n", " df_runoff_sum = df_summer[runoff_vars_monthly] * 1e-9\n", " # We smooth the output, which is otherwize noisy because of area discretization\n", " df_runoff_sum = df_runoff_sum.rolling(roll, center=True, min_periods=1).mean()\n", " _f[gdir.rgi_id] = df_runoff_sum#.sum(axis=1)\n", "#df_runoff_d[gdir.rgi_id] = df_runoff\n", "#df_step_runoff_d[gdir.rgi_id] = df_step_runoff\n", "#df_lin_runoff_d[gdir.rgi_id] = df_lin_runoff" ] }, { "cell_type": "code", "execution_count": null, "id": "a81d5783-91eb-48db-aaea-bdf22883b070", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "31118118-4ea5-4ce1-9cf8-a084ecd6c0f7", "metadata": {}, "source": [ "**Old**" ] }, { "cell_type": "code", "execution_count": null, "id": "a794dcdb-2d0e-4ba1-b079-da53cf1dc19e", "metadata": {}, "outputs": [], "source": [ "#plt.legend()\n", "m = 2\n", "axs[m].text(0.98, 0.88, 'Melt-season runoff',\n", " ha='right', va='top', transform=axs[m].transAxes, \n", " fontsize=22, color='C4')\n", "df_runoff_sum_step.sum(axis=1).plot(ax=axs[m], c='C4', ls=':');\n", "df_runoff_sum_lin.sum(axis=1).plot(ax=axs[m], c='C4', ls='--');\n", "df_runoff_sum.sum(axis=1).plot(ax=axs[m], c='C4', ls='-', lw=3);\n", "axs[m].fill_between(df_runoff_sum.sum(axis=1).index,\n", " df_runoff_sum.sum(axis=1).iloc[0], df_runoff_sum.sum(axis=1).values, alpha = 0.3, color='C4')\n", "#leg = axs[3].legend(title='Melt-season glacier runoff', title_fontsize=22, frameon=False)#, fontsize=20)\n", "#leg.get_title().set_color('C4')\n", "\n", "\n", "#plt.ylabel('Melt-season runoff'); plt.xlabel('Years'); #plt.title(f'Total annual runoff for {rgi_id}');\n", "#plt.plot(df_runoff_sum.index, np.repeat(df_runoff_sum.sum(axis=1).iloc[0], len(df_runoff_sum)),\n", "# c='cyan', ls='-.',lw=0.4)\n", "#ax.set_xticks([])\n", "num_text_x = 0.01\n", "num_text_y = 0.9\n", "for j,ax in enumerate(axs):\n", " ax.set_yticks([]);\n", " ax.set_xticks([],[])\n", " ax.text(num_text_x, num_text_y,\n", " num_dict[j], fontsize=24, transform=ax.transAxes)\n", " ax.axvline(300, ls='-', lw=0.5, alpha =0.4, color='grey', zorder=0)\n", " ax.axvline(50, ls='-', lw=0.5, alpha =0.4, color='grey', zorder=0)\n", "axs[2].set_xlabel('Time', fontsize=22); #axs[0].set_ylabel('Temperature bias (°C)');\n", "plt.tight_layout();\n", "#plt.savefig('figures/overshoot_conceptual_model_2.pdf')" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:oggm_gmip3_working]", "language": "python", "name": "conda-env-oggm_gmip3_working-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }