From 91f3f1256a45b75b30c8a61696413f5067bf9c47 Mon Sep 17 00:00:00 2001 From: FedorSarafanov Date: Mon, 10 Feb 2025 17:14:57 +0300 Subject: [PATCH] Add CAPE histograms, diurnal curve; Switch INMCM ver.; Add 600 J/kg thres. --- 0_prepare_data.ipynb | 485 +- 1_earlier_measurements_images.ipynb | 78 +- 2_Vostok_measurements_images.ipynb | 612 +- 3_CAPE_T2_images.ipynb | 377 + 3_WRF_T2_images.ipynb | 194 - 4_IP_simulations_temporal_images.ipynb | 663 +- 5_IP_simulations_spatial_images.ipynb | 352 +- data/INMCM/INMCM_HOURLY_TOTAL_IP_1000.npy | Bin 700928 -> 1436768 bytes data/INMCM/INMCM_HOURLY_TOTAL_IP_1200.npy | Bin 700928 -> 1436768 bytes data/INMCM/INMCM_HOURLY_TOTAL_IP_600.npy | Bin 0 -> 1436768 bytes data/INMCM/INMCM_HOURLY_TOTAL_IP_800.npy | Bin 700928 -> 1436768 bytes data/INMCM/INMCM_IP_1000_LATxMON.npy | Bin 11648 -> 11648 bytes data/INMCM/INMCM_IP_1200_LATxMON.npy | Bin 11648 -> 11648 bytes data/INMCM/INMCM_IP_600_LATxMON.npy | Bin 0 -> 11648 bytes data/INMCM/INMCM_IP_800_LATxMON.npy | Bin 11648 -> 11648 bytes data/INMCM/INMCM_NUMDAYS_MON.npy | Bin 224 -> 224 bytes data/INMCM/INMCM_SCAPE_HIST.npz | Bin 0 -> 27714 bytes data/INMCM/INMCM_SCAPE_RAIN_HIST.npz | Bin 0 -> 27714 bytes .../vostok_2006_2020_results_adjusted.npz | Bin 0 -> 1610 bytes .../Vostok/vostok_daily_pressure_mm_hg_6h.csv | 23434 ++++++++++++++++ data/Vostok/vostok_daily_temp_6h.csv | 23434 ++++++++++++++++ data/Vostok/vostok_daily_wind_6h.csv | 23434 ++++++++++++++++ .../vostok_diurnal_2006_2020_adjusted.npy | Bin 0 -> 320 bytes data/WRF/WRF_CAPE_HIST.npz | Bin 0 -> 27714 bytes data/WRF/WRF_CAPE_RAIN_HIST.npz | Bin 0 -> 27714 bytes data/WRF/WRF_HOURLY_TOTAL_IP_1000.npy | Bin 958592 -> 479360 bytes data/WRF/WRF_HOURLY_TOTAL_IP_1200.npy | Bin 958592 -> 479360 bytes data/WRF/WRF_HOURLY_TOTAL_IP_500_T2_25.npy | Bin 958592 -> 479360 bytes data/WRF/WRF_HOURLY_TOTAL_IP_600.npy | Bin 0 -> 479360 bytes data/WRF/WRF_HOURLY_TOTAL_IP_800.npy | Bin 958592 -> 479360 bytes data/WRF/WRF_IP_1000_LATxMON.npy | Bin 17408 -> 17408 bytes data/WRF/WRF_IP_1200_LATxMON.npy | Bin 17408 -> 17408 bytes data/WRF/WRF_IP_500_T2_25_LATxMON.npy | Bin 17408 -> 17408 bytes data/WRF/WRF_IP_600_LATxMON.npy | Bin 0 -> 17408 bytes data/WRF/WRF_IP_800_LATxMON.npy | Bin 17408 -> 17408 bytes data/WRF/WRF_T2_LATxMON.npy | Bin 17408 -> 17408 bytes figures/cape.eps | 2916 ++ figures/earlier_measurements.eps | 2 +- figures/ip_decomposed.eps | 8009 ++++-- figures/{ip_pg_partial.eps => ip_partial.eps} | 3796 ++- figures/ip_pg_diurnal.eps | 4845 ++++ figures/ip_pg_total.eps | 4956 +++- figures/ip_separate.eps | 4288 +-- figures/new_parameterisation.eps | 3064 +- figures/pg_3_years.eps | 2 +- figures/pg_corrected.eps | 2 +- figures/pg_diurnal_seasonal.eps | 2 +- figures/pg_earlier.eps | 2 +- figures/pg_individual.eps | 2 +- figures/pg_partial_corrected.eps | 4323 +++ figures/pg_total_partial.eps | 2 +- figures/t2.eps | 194 +- readme.md | 91 +- 53 files changed, 98770 insertions(+), 10789 deletions(-) create mode 100644 3_CAPE_T2_images.ipynb delete mode 100644 3_WRF_T2_images.ipynb create mode 100644 data/INMCM/INMCM_HOURLY_TOTAL_IP_600.npy create mode 100644 data/INMCM/INMCM_IP_600_LATxMON.npy create mode 100644 data/INMCM/INMCM_SCAPE_HIST.npz create mode 100644 data/INMCM/INMCM_SCAPE_RAIN_HIST.npz create mode 100644 data/Vostok/vostok_2006_2020_results_adjusted.npz create mode 100644 data/Vostok/vostok_daily_pressure_mm_hg_6h.csv create mode 100644 data/Vostok/vostok_daily_temp_6h.csv create mode 100644 data/Vostok/vostok_daily_wind_6h.csv create mode 100644 data/Vostok/vostok_diurnal_2006_2020_adjusted.npy create mode 100644 data/WRF/WRF_CAPE_HIST.npz create mode 100644 data/WRF/WRF_CAPE_RAIN_HIST.npz create mode 100644 data/WRF/WRF_HOURLY_TOTAL_IP_600.npy create mode 100644 data/WRF/WRF_IP_600_LATxMON.npy create mode 100644 figures/cape.eps rename figures/{ip_pg_partial.eps => ip_partial.eps} (59%) create mode 100644 figures/ip_pg_diurnal.eps create mode 100644 figures/pg_partial_corrected.eps diff --git a/0_prepare_data.ipynb b/0_prepare_data.ipynb index b028b2b..24ff4cb 100644 --- a/0_prepare_data.ipynb +++ b/0_prepare_data.ipynb @@ -44,21 +44,43 @@ "metadata": {}, "outputs": [], "source": [ - "# also available at https://eee.ipfran.ru/files/seasonal-variation-2024/\n", - "# attention: the files are very large (~ 350 GB totally)\n", - "src_path = \"../../shared_files/eee_public_files/seasonal-variation-2024/\"" + "# also available at https://eee.ipfran.ru/files/seasonal-variation-2024\n", + "# attention: the files are very large (~ 300 GB in total)\n", + "src_path = \"/home/shared_files/eee_public_files/seasonal-variation-2024\"" ] }, { "cell_type": "code", "execution_count": 3, - "id": "78a4350c-59fb-479a-b7cd-e2bf9b996d36", + "id": "e85f1bf1-8777-459f-a624-146d1f0440c7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4992\n", + "14965\n" + ] + } + ], "source": [ - "# the number of simulated days used for analysis\n", - "wrf_N_days = 4992\n", - "inm_N_days = 3650" + "# calculating the number of simulated days used for the WRF analysis\n", + "# (every third day is taken, starting with 1 Jan 1980;\n", + "# we limit the data to 1980–2020)\n", + "\n", + "wrf_days = pd.date_range(start=\"1980-01-01\", end=\"2021-01-01\", freq=\"3D\")\n", + "wrf_N_days = len(wrf_days[wrf_days.year <= 2020]) # limiting index for WRF days\n", + "print(wrf_N_days)\n", + "\n", + "# calculating the number of simulated days used for the INMCM analysis\n", + "# (every day is taken, starting with 1 Jan 1979;\n", + "# we limit the data to 1980–2020)\n", + "\n", + "inm_start_year = 1\n", + "inm_end_year = 42\n", + "inm_N_days = 365 * (inm_end_year - inm_start_year)\n", + "print(inm_N_days)" ] }, { @@ -68,9 +90,10 @@ "metadata": {}, "outputs": [], "source": [ - "# dates corresponding to the indices (0 axis) of the data arrays\n", - "# note: in the case of the WRF the dates correspond to real dates\n", - "# note: in the case of the INMCM the are 10 365-day years\n", + "# dates corresponding to the indices of the data arrays\n", + "# (in the case of the WRF the dates exactly correspond to real dates,\n", + "# in the case of the INMCM there are 41 365-day years)\n", + "\n", "wrf_dt_indices = np.array(\n", " [dt.date(1980, 1, 1) + dt.timedelta(i * 3) for i in range(wrf_N_days)]\n", ")\n", @@ -84,7 +107,7 @@ "id": "5e16ee8e-f3b0-4251-9691-19d7dfd4aff7", "metadata": {}, "source": [ - "### Preprocessing T2m data from the WRF" + "### Preprocessing T2 data from the WRF" ] }, { @@ -94,22 +117,23 @@ "metadata": {}, "outputs": [], "source": [ - "# air temperature values (in K) at the height of 2 m with the shape\n", - "# (number of days, number of hours, number of latitudes, number of longitudes)\n", - "# contains temperature values depending on (d, h, lat, lon)\n", + "# `WRF-T2-DAILY.npy` contains WRF-simulated\n", + "# average air temperature values (in °C) at the height of 2 m with the shape\n", + "# (number of days, number of latitudes, number of longitudes);\n", + "# the file contains temperature values depending on (d, lat, lon)\n", "# d (axis 0) is the number of a day starting with 0 and ending with 5113\n", "# every third day is taken\n", "# d = 0 corresponds to 1 Jan 1980\n", - "# d = 5113 corresponds to 30 Dec 2021\n", + "# d = 5386 corresponds to 28 Mar 2024\n", "# d = 4991 corresponds to 29 Dec 2020\n", "# (we will restrict our attention to 1980–2020)\n", - "# h (axis 1) is the hour of the day (an integer in [0, 25])\n", - "# the values corresponding to h = 0 and h = 24 are the same\n", - "# (we delete the 25th value)\n", - "# lat (axis 2) describes the latitude (an integer in [0, 179])\n", - "# lon (axis 3) describes the longitude (an integer in [0, 359])\n", - "wrf_T2_data = np.load(f\"{src_path}/WRF-T2-MAP.npy\")[:wrf_N_days, :24]\n", - "wrf_T2_data_DAYxLAT = wrf_T2_data.mean(axis=(1, 3))" + "# lat (axis 3) describes the latitude (an integer in [0, 179]\n", + "# corresponding to 1° wide cells within 90°S–90°N)\n", + "# lon (axis 4) describes the longitude (an integer in [0, 359]\n", + "# corresponding to 1° wide cells across each circle of latitudes)\n", + "\n", + "wrf_T2_data = np.load(f\"{src_path}/WRF-T2-DAILY.npy\")[:wrf_N_days]\n", + "wrf_T2_data_DAYxLAT = wrf_T2_data.mean(axis=-1)" ] }, { @@ -134,14 +158,290 @@ " ]\n", "\n", " # putting the values for the specific month into the array\n", - " # (also converting the values from K to °C)\n", " wrf_T2_LATxMON[:, month_idx] = (\n", - " wrf_T2_data_DAYxLAT[wrf_monthly_indices].mean(axis=0) - 273.15\n", + " wrf_T2_data_DAYxLAT[wrf_monthly_indices].mean(axis=0)\n", " )\n", "\n", "np.save(\"./data/WRF/WRF_T2_LATxMON.npy\", wrf_T2_LATxMON)" ] }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9942db7c-6d78-4d5e-94b3-acf483cb562a", + "metadata": {}, + "outputs": [], + "source": [ + "del wrf_T2_data" + ] + }, + { + "cell_type": "markdown", + "id": "402dc588-a9ac-4b4f-95fb-bd7f58557643", + "metadata": {}, + "source": [ + "### Preprocessing the values of CAPE and convective precipitation from the INMCM and WRF" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "28ad673c-9668-4cfc-8503-daf42c0e2339", + "metadata": {}, + "outputs": [], + "source": [ + "# `WRF-CAPE-00-12-TROP.npy` contains WRF-simulated\n", + "# average max-theta-e CAPE values (in J/kg) in the tropics with the shape\n", + "# (number of simulations per day, number of days, number of hours,\n", + "# number of latitudes, number of longitudes);\n", + "# the file contains CAPE values for the air parcel at the height of the maximum theta-e\n", + "# depending on (s, d, h, lat, lon)\n", + "# s (axis 0) is the number of simulations\n", + "# 0 corresponds to the start of the model at 0 UTC the day before\n", + "# 1 corresponds to the start of the model at 12 UTC the day before\n", + "# d (axis 1) is the number of a day starting with 0 and ending with 5113\n", + "# every third day is taken\n", + "# d = 0 corresponds to 1 Jan 1980\n", + "# d = 5386 corresponds to 28 Mar 2024\n", + "# d = 4991 corresponds to 29 Dec 2020\n", + "# (we will restrict our attention to 1980–2020)\n", + "# h (axis 2) is the hour since 18 hours after the model initiation\n", + "# (an integer in [0, 24])\n", + "# lat (axis 3) describes the latitude (an integer in [0, 59]\n", + "# corresponding to 1° wide cells within 30°S–30°N)\n", + "# lon (axis 4) describes the longitude (an integer in [0, 359]\n", + "# corresponding to 1° wide cells across each circle of latitudes)\n", + "\n", + "wrf_cape_data = np.load(\n", + " f\"{src_path}/WRF-CAPE-00-12-TROP.npy\"\n", + ")[:, :wrf_N_days].flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9eed46eb-b88a-4e0b-a1da-0fa365225196", + "metadata": {}, + "outputs": [], + "source": [ + "# `INMCM-SCAPE-TROP.npy` contains INMCM-simulated\n", + "# average surface CAPE values (in J/kg) in the tropics with the shape\n", + "# (number of years, number of days in a year, number of hours,\n", + "# number of latitudes, number of longitudes);\n", + "# the file contains CAPE values for the air parcel at the surface\n", + "# depending on (y, d, h, lat, lon)\n", + "# y (axis 0) is the number of a year starting with 0 and ending with 42\n", + "# y = 0 roughly corresponds to 1979\n", + "# y = 42 roughly corresponds to 2021\n", + "# y values in [1, 41] correspond to 1980–2020\n", + "# d (axis 1) is the number of a day (an integer in [0, 364])\n", + "# each model year consists of 365 days\n", + "# h (axis 2) is the hour of the day (an integer in [0, 23])\n", + "# lat (axis 3) describes the latitude (an integer in [0, 39]\n", + "# corresponding to 1.5° wide cells within 30°S–30°N)\n", + "# lon (axis 4) describes the longitude (an integer in [0, 179]\n", + "# corresponding to 2° wide cells across each circle of latitude)\n", + "\n", + "inm_scape_data = np.load(\n", + " f\"{src_path}/INMCM-SCAPE-TROP.npy\"\n", + ")[inm_start_year:inm_end_year].flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5d17f9bd-f86f-4d5b-ac4f-5401d8588ce9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5391360000 0.0 12336.779\n", + "2585952000 0.0 11888.347\n" + ] + } + ], + "source": [ + "for a in [wrf_cape_data, inm_scape_data]:\n", + " print(len(a), np.amin(a), np.amax(a))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "467a1125-5165-404c-862f-47fec5467922", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating histogram parameters\n", + "\n", + "wrf_cape_hist = np.histogram(wrf_cape_data,\n", + " bins=np.arange(0, 17001, 10))\n", + "inm_scape_hist = np.histogram(inm_scape_data,\n", + " bins=np.arange(0, 17001, 10))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "c38a809c-5b40-40e0-b811-4f27c35e5d58", + "metadata": {}, + "outputs": [], + "source": [ + "# saving the data for plotting histograms in other scripts\n", + "\n", + "np.savez(\n", + " \"./data/WRF/WRF_CAPE_HIST.npz\",\n", + " values=wrf_cape_hist[0], bins=wrf_cape_hist[1]\n", + ")\n", + "np.savez(\n", + " \"./data/INMCM/INMCM_SCAPE_HIST.npz\",\n", + " values=inm_scape_hist[0], bins=inm_scape_hist[1]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3388a36e-cd42-4d51-8d66-4e34e24fa015", + "metadata": {}, + "outputs": [], + "source": [ + "# `WRF-RAIN-00-12-TROP.npy` contains WRF-simulated\n", + "# average amounts of convective precipitation in the tropics with the shape\n", + "# (number of simulations per day, number of days, number of hours,\n", + "# number of latitudes, number of longitudes);\n", + "# the file contains hourly values depending on (s, d, h, lat, lon)\n", + "# s (axis 0) is the number of simulations\n", + "# 0 corresponds to the start of the model at 0 UTC the day before\n", + "# 1 corresponds to the start of the model at 12 UTC the day before\n", + "# d (axis 1) is the number of a day starting with 0 and ending with 5113\n", + "# every third day is taken\n", + "# d = 0 corresponds to 1 Jan 1980\n", + "# d = 5386 corresponds to 28 Mar 2024\n", + "# d = 4991 corresponds to 29 Dec 2020\n", + "# (we will restrict our attention to 1980–2020)\n", + "# h (axis 2) is the hour since 18 hours after the model initiation\n", + "# (an integer in [0, 24])\n", + "# lat (axis 3) describes the latitude (an integer in [0, 59]\n", + "# corresponding to 1° wide cells within 30°S–30°N)\n", + "# lon (axis 4) describes the longitude (an integer in [0, 359]\n", + "# corresponding to 1° wide cells across each circle of latitudes)\n", + "\n", + "wrf_rain_data = np.load(\n", + " f\"{src_path}/WRF-RAIN-00-12-TROP.npy\"\n", + ")[:, :wrf_N_days].flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "2c247909-90ce-43d8-9e07-ae0afc34545a", + "metadata": {}, + "outputs": [], + "source": [ + "# `INMCM-RAIN-TROP.npy` contains INMCM-simulated\n", + "# average amounts of convective precipitation in the tropics with the shape\n", + "# (number of years, number of days in a year, number of hours,\n", + "# number of latitudes, number of longitudes);\n", + "# the file contains hourly values depending on (y, d, h, lat, lon)\n", + "# y (axis 0) is the number of a year starting with 0 and ending with 42\n", + "# y = 0 roughly corresponds to 1979\n", + "# y = 42 roughly corresponds to 2021\n", + "# y values in [1, 41] correspond to 1980–2020\n", + "# d (axis 1) is the number of a day (an integer in [0, 364])\n", + "# each model year consists of 365 days\n", + "# h (axis 2) is the hour of the day (an integer in [0, 23])\n", + "# lat (axis 3) describes the latitude (an integer in [0, 39]\n", + "# corresponding to 1.5° wide cells within 30°S–30°N)\n", + "# lon (axis 4) describes the longitude (an integer in [0, 179]\n", + "# corresponding to 2° wide cells across each circle of latitude)\n", + "\n", + "inm_rain_data = np.load(\n", + " f\"{src_path}/INMCM-RAIN-TROP.npy\"\n", + ")[inm_start_year:inm_end_year].flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "74fa8644-6b49-4000-8b10-880378a10b1a", + "metadata": {}, + "outputs": [], + "source": [ + "# retaining only the cells actually contributing to the IP\n", + "\n", + "wrf_cape_rain_data = wrf_cape_data[wrf_rain_data > 0]\n", + "inm_scape_rain_data = inm_scape_data[inm_rain_data > 0]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "340da2f8-f285-451b-b6be-86823dbc1d1d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "899773291 0.0 7764.9863\n", + "919183611 0.0 11888.347\n" + ] + } + ], + "source": [ + "for a in [wrf_cape_rain_data, inm_scape_rain_data]:\n", + " print(len(a), np.amin(a), np.amax(a))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "02ae9453-3af6-4f0c-9269-d2ffd2b8118c", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating histogram parameters\n", + "# (only the cells contributing to the IP are taken into account)\n", + "\n", + "wrf_cape_hist = np.histogram(wrf_cape_rain_data,\n", + " bins=np.arange(0, 17001, 10))\n", + "inm_scape_hist = np.histogram(inm_scape_rain_data,\n", + " bins=np.arange(0, 17001, 10))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "95908fbf-4985-4ef5-9066-ba3d094ae4f8", + "metadata": {}, + "outputs": [], + "source": [ + "# saving the data for plotting histograms in other scripts\n", + "\n", + "np.savez(\n", + " \"./data/WRF/WRF_CAPE_RAIN_HIST.npz\",\n", + " values=wrf_cape_hist[0], bins=wrf_cape_hist[1]\n", + ")\n", + "np.savez(\n", + " \"./data/INMCM/INMCM_SCAPE_RAIN_HIST.npz\",\n", + " values=inm_scape_hist[0], bins=inm_scape_hist[1]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "ae9bccd6-b5f4-4f3a-8ccc-6134292fe963", + "metadata": {}, + "outputs": [], + "source": [ + "del wrf_cape_data, inm_scape_data\n", + "del wrf_rain_data, inm_rain_data" + ] + }, { "cell_type": "markdown", "id": "46d4f093-a420-42c7-b885-a8409d9d8ee4", @@ -152,7 +452,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 20, "id": "052374df-a505-420a-aa69-2902ce5fc23b", "metadata": {}, "outputs": [], @@ -161,44 +461,49 @@ "# dictionary keys represent CAPE threshold values\n", "\n", "# dictionaries to store diurnal average IP values summed over longitudes\n", - "# the dimensions are (4992, 180) for the WRF and (3650, 120) for the INMCM\n", + "# the dimensions are (4992, 180) for the WRF and (365×41, 120) for the INMCM\n", "wrf_daily_lat_ip = {}\n", "inm_daily_lat_ip = {}\n", "\n", "# dictionaries to store hourly IP values summed over longitudes and latitudes\n", - "# the dimensions are (4992, 24) for the WRF and (3650, 24) for the INMCM\n", + "# the dimensions are (4992, 24) for the WRF and (365×41, 24) for the INMCM\n", "wrf_hourly_total_ip = {}\n", "inm_hourly_total_ip = {}" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 21, "id": "d8e43c4f-59af-483c-8979-535c696abb4e", "metadata": {}, "outputs": [], "source": [ - "# iterating over CAPE threshold values (in J/kg) used in modeling \n", + "# iterating over CAPE threshold values (in J/kg) used in modelling \n", "# for each threshold, there are corresponding model data sets\n", - "for cape_thres in [800, 1000, 1200]:\n", - " # grid cell contributions to the IP (not normalised) with the shape\n", + "\n", + "for cape_thres in [600, 800, 1000, 1200]:\n", + " # `WRF-IP-CAPE-{cape_thres}.npy` contains WRF-simulated\n", + " # grid cell contributions to the IP with CAPE threshold = `cape_thres` J/kg\n", + " # (not normalised) with the shape\n", " # (number of days, number of hours,\n", - " # number of latitudes, number of longitudes)\n", - " # simulated using the WRF with CAPE threshold = `cape_thres` J/kg\n", - " # contains values of contributions to the IP depending on (d, h, lat, lon)\n", + " # number of latitudes, number of longitudes);\n", + " # the file contains hourly values depending on (d, h, lat, lon)\n", " # d (axis 0) is the number of a day starting with 0 and ending with 5113\n", " # every third day is taken\n", " # d = 0 corresponds to 1 Jan 1980\n", - " # d = 5113 corresponds to 30 Dec 2021\n", + " # d = 5386 corresponds to 28 Mar 2024\n", " # d = 4991 corresponds to 29 Dec 2020\n", " # (we will restrict our attention to 1980–2020)\n", " # h (axis 1) is the hour of the day (an integer in [0, 24])\n", " # the values corresponding to h = 0 and h = 24 are the same\n", " # (we delete the 25th value)\n", - " # lat (axis 2) describes the latitude (an integer in [0, 179])\n", - " # lon (axis 3) describes the longitude (an integer in [0, 359])\n", + " # lat (axis 2) describes the latitude (an integer in [0, 179]\n", + " # corresponding to 1° wide cells within 90°S–90°N)\n", + " # lon (axis 3) describes the longitude (an integer in [0, 359]\n", + " # corresponding to 1° wide cells across each circle of latitudes)\n", + "\n", " wrf_raw_ip_data = np.load(\n", - " f\"{src_path}/WRF-IP-MAP-{cape_thres}.npy\"\n", + " f\"{src_path}/WRF-IP-CAPE-{cape_thres}.npy\"\n", " )[:wrf_N_days, :24]\n", "\n", " # normalising contributions to the IP to the global mean of 240 kV\n", @@ -211,21 +516,43 @@ " np.save(\n", " f\"./data/WRF/WRF_HOURLY_TOTAL_IP_{cape_thres}.npy\",\n", " wrf_hourly_total_ip[cape_thres]\n", - " )\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "f8501fdb-7414-4ad7-a5d2-c361bef14297", + "metadata": {}, + "outputs": [], + "source": [ + "# iterating over CAPE threshold values (in J/kg) used in modelling \n", + "# for each threshold, there are corresponding model data sets\n", + "\n", + "for cape_thres in [600, 800, 1000, 1200]:\n", + " # `INMCM-IP-CAPE-{cape_thres}.npy` contains INMCM-simulated\n", + " # grid cell contributions to the IP with CAPE threshold = `cape_thres` J/kg\n", + " # (not normalised) with the shape\n", + " # (number of years, number of days in a year, number of hours,\n", + " # number of latitudes, number of longitudes);\n", + " # the file contains hourly values depending on (y, d, h, lat, lon)\n", + " # y (axis 0) is the number of a year starting with 0 and ending with 42\n", + " # y = 0 roughly corresponds to 1979\n", + " # y = 42 roughly corresponds to 2021\n", + " # y values in [1, 41] correspond to 1980–2020\n", + " # d (axis 1) is the number of a day (an integer in [0, 364])\n", + " # each model year consists of 365 days\n", + " # h (axis 2) is the hour of the day (an integer in [0, 23])\n", + " # lat (axis 3) describes the latitude (an integer in [0, 39]\n", + " # corresponding to 1.5° wide cells within 30°S–30°N)\n", + " # lon (axis 4) describes the longitude (an integer in [0, 179]\n", + " # corresponding to 2° wide cells across each circle of latitude)\n", "\n", - " # grid cell contributions to the IP (not normalised) reshaped to\n", - " # (number of days, number of hours,\n", - " # number of latitudes, number of longitudes)\n", - " # simulated using the INMCM with CAPE threshold = `cape_thres` J/kg\n", - " # contains values of contributions to the IP depending on (d, h, lat, lon)\n", - " # d (axis 0) is the number of a day\n", - " # (10 consecutive 365-day years have been simulated)\n", - " # h (axis 1) is the hour of the day (an integer in [0, 23])\n", - " # lat (axis 2) describes the latitude (an integer in [0, 179])\n", - " # lon (axis 3) describes the longitude (an integer in [0, 359])\n", " inm_raw_ip_data = np.load(\n", - " f\"{src_path}/INMCM-IP-MAP-{cape_thres}.npy\"\n", - " ).reshape((inm_N_days, 24, 120, 180))\n", + " f\"{src_path}/INMCM-IP-CAPE-{cape_thres}.npy\"\n", + " )[inm_start_year:inm_end_year].reshape(\n", + " (inm_N_days, 24, 120, 180)\n", + " )\n", "\n", " # normalising contributions to the IP to the global mean of 240 kV\n", " inm_raw_ip_data /= (1/240e3) * inm_raw_ip_data.sum(axis=(-2,-1)).mean()\n", @@ -242,15 +569,15 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 23, "id": "eb28cbc7-eb0a-49be-8cc1-734bba1d06f5", "metadata": {}, "outputs": [], "source": [ - "# iterating over CAPE threshold values (in J/kg) used in modeling \n", + "# iterating over CAPE threshold values (in J/kg) used in modelling \n", "# for each threshold, there are corresponding model data sets\n", - "for cape_thres in [800, 1000, 1200]:\n", "\n", + "for cape_thres in [600, 800, 1000, 1200]:\n", " # initialising arrays to store monthly averaged values\n", " # for different latitudes\n", " wrf_data_LATxMON = np.zeros((180, 12))\n", @@ -280,6 +607,16 @@ " )" ] }, + { + "cell_type": "code", + "execution_count": 24, + "id": "0bfbc02a-8d81-43a2-b60d-c190c6d78d13", + "metadata": {}, + "outputs": [], + "source": [ + "del wrf_raw_ip_data, inm_raw_ip_data" + ] + }, { "cell_type": "markdown", "id": "91bc6d7a-393c-4078-9a6d-1955393d55f5", @@ -290,29 +627,33 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 25, "id": "5bc66a8f-aa8f-4681-91a9-60c9fbdbf8f2", "metadata": {}, "outputs": [], "source": [ - "# grid cell contributions to the IP (not normalised) with the shape\n", - "# (number of days, number of hours, number of latitudes, number of longitudes)\n", - "# simulated using the WRF with CAPE threshold = 500 J/kg\n", - "# and temperature threshold = 25 °C\n", - "# contains values of contributions to the IP depending on (d, h, lat, lon)\n", + "# `WRF-IP-CAPE-500-T2-LIN-25.npy` contains WRF-simulated\n", + "# grid cell contributions to the IP with CAPE threshold = 500 J/kg\n", + "# and temperature threshold = 25 °C (not normalised) with the shape\n", + "# (number of days, number of hours,\n", + "# number of latitudes, number of longitudes);\n", + "# the file contains hourly values depending on (d, h, lat, lon)\n", "# d (axis 0) is the number of a day starting with 0 and ending with 5113\n", "# every third day is taken\n", "# d = 0 corresponds to 1 Jan 1980\n", - "# d = 5113 corresponds to 30 Dec 2021\n", + "# d = 5386 corresponds to 28 Mar 2024\n", "# d = 4991 corresponds to 29 Dec 2020\n", "# (we will restrict our attention to 1980–2020)\n", "# h (axis 1) is the hour of the day (an integer in [0, 24])\n", "# the values corresponding to h = 0 and h = 24 are the same\n", "# (we delete the 25th value)\n", - "# lat (axis 2) describes the latitude (an integer in [0, 179])\n", - "# lon (axis 3) describes the longitude (an integer in [0, 359])\n", + "# lat (axis 2) describes the latitude (an integer in [0, 179]\n", + "# corresponding to 1° wide cells within 90°S–90°N)\n", + "# lon (axis 3) describes the longitude (an integer in [0, 359]\n", + "# corresponding to 1° wide cells across each circle of latitudes)\n", + "\n", "wrf_raw_ip_data = np.load(\n", - " f\"{src_path}/WRF-IP-MAP-500-T2-25.npy\"\n", + " f\"{src_path}/WRF-IP-CAPE-500-T2-LIN-25.npy\"\n", ")[:wrf_N_days, :24]\n", "\n", "# normalising contributions to the IP to the global mean of 240 kV\n", @@ -330,7 +671,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 26, "id": "17036c19-95f8-40df-a6c9-f8a23cf426f6", "metadata": {}, "outputs": [], @@ -352,6 +693,16 @@ "np.save(\"./data/WRF/WRF_IP_500_T2_25_LATxMON.npy\", wrf_data_LATxMON)" ] }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a9f4e443-31bd-4a82-ae8a-b447a9d0f2cb", + "metadata": {}, + "outputs": [], + "source": [ + "del wrf_raw_ip_data" + ] + }, { "cell_type": "markdown", "id": "e24297fc-cf81-4ea7-9a80-cdcaf277474a", @@ -362,7 +713,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 28, "id": "894ad630-17a5-4744-907e-a07768ff7848", "metadata": {}, "outputs": [], diff --git a/1_earlier_measurements_images.ipynb b/1_earlier_measurements_images.ipynb index 0611b8e..a49f172 100644 --- a/1_earlier_measurements_images.ipynb +++ b/1_earlier_measurements_images.ipynb @@ -47,6 +47,52 @@ "month_name = [\"J\", \"F\", \"M\", \"A\", \"M\", \"J\", \"J\", \"A\", \"S\", \"O\", \"N\", \"D\"]" ] }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fd2f56d8-e5e3-46fd-ba85-ff60678c1767", + "metadata": {}, + "outputs": [], + "source": [ + "# a helper function to show the peak-to-peak amplitude\n", + "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", + " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", + " arrow_props = {\n", + " \"patchA\": None, \"patchB\": None,\n", + " \"shrinkA\": 0.0, \"shrinkB\": 0.0,\n", + " \"connectionstyle\": \"arc3,rad=0.\", \"fc\": \"black\",\n", + " \"linewidth\": 0.5\n", + " }\n", + " coords = {\n", + " \"xycoords\": \"data\",\n", + " \"textcoords\": \"data\",\n", + " \"annotation_clip\": False\n", + " }\n", + "\n", + " if inward:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\"arrowstyle\": \"-\", **arrow_props}, **coords)\n", + " \n", + " for y, yt in zip([maxy + exty, miny - exty], [maxy, miny]):\n", + " ax.annotate(\"\", xy=(arrow_pos, y), xytext=(arrow_pos, yt),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + " else:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-|>,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + "\n", + " ax.text(\n", + " text_pos, (miny + maxy) / 2,\n", + " f\"{ampl * 100:.0f}%\",\n", + " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", + " )" + ] + }, { "cell_type": "markdown", "id": "4fac1ed4-536f-4e57-9ea5-820eeb0449e2", @@ -57,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "47ac4d85-be01-4961-b983-6d3b5eecaaf6", "metadata": {}, "outputs": [], @@ -74,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "1fe2e924-d64d-4db7-9d79-8f42c3cd06a9", "metadata": {}, "outputs": [], @@ -92,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "1873f063-f3ad-45ef-b460-310377aba194", "metadata": {}, "outputs": [], @@ -110,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "6583858f-a9ad-4185-833d-a2571a88c78d", "metadata": {}, "outputs": [], @@ -128,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "8c2fb7aa-510d-4169-9894-9b6d56958ee4", "metadata": {}, "outputs": [], @@ -146,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "e17b9fcc-b96b-46f0-a268-8e4188f92a8a", "metadata": {}, "outputs": [], @@ -172,7 +218,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "ecc36887-ab8c-4dae-b3cb-da81c7da33d8", "metadata": {}, "outputs": [ @@ -267,19 +313,13 @@ " fontsize=\"large\", ha=\"center\", va=\"top\",\n", " transform=ax[n].transAxes)\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", " ampl = (np.max(data[n]) - np.min(data[n])) / np.mean(data[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[0], ax[2], ax[4]])\n", "fig.align_ylabels([ax[1], ax[3], ax[5]])\n", diff --git a/2_Vostok_measurements_images.ipynb b/2_Vostok_measurements_images.ipynb index a7e6c23..de898e0 100644 --- a/2_Vostok_measurements_images.ipynb +++ b/2_Vostok_measurements_images.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "113058f9-8324-4368-99ed-b088987c683a", + "id": "07477a15", "metadata": {}, "source": [ "# Analysis of the Vostok data\n", @@ -13,7 +13,7 @@ }, { "cell_type": "markdown", - "id": "5870ae4e-8a7d-4d76-a7e0-a542ee0fbd25", + "id": "202596d0", "metadata": {}, "source": [ "### Importing libraries" @@ -22,7 +22,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "c4d7641a-fe60-4177-95d8-9f10e7622f87", + "id": "4a3a38eb", "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "eb2d634e-ccc5-4fd2-a9e8-05d314f12c1b", + "id": "b2cdc82d", "metadata": {}, "source": [ "### Loading source PG datasets" @@ -46,7 +46,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "80dbd8bc-6286-4b35-8de7-900551e1026e", + "id": "0f350847", "metadata": {}, "outputs": [], "source": [ @@ -64,7 +64,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "27eaf008-0cf7-45f6-a5ee-2b32c4c6d322", + "id": "713909dc", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "c63b60de-82fa-4dcd-af67-a3d4738a0431", + "id": "7623d868", "metadata": {}, "outputs": [], "source": [ @@ -100,17 +100,13 @@ "df_10s = pd.read_csv(\n", " \"./data/Vostok/vostok_hourly_from_10_s_without_calibration_and_empty.tsv\",\n", " sep=\"\\t\", parse_dates=[\"Datetime\"]\n", - ").set_index(\"Datetime\")\n", - "\n", - "# adding a new column \"Mark\" to label this dataframe’s data\n", - "# as originating from 10-s averages\n", - "df_10s[\"Mark\"] = \"10s\"" + ").set_index(\"Datetime\")" ] }, { "cell_type": "code", "execution_count": 5, - "id": "d2d83b75-97ce-42ba-8a99-8597f84d7946", + "id": "a8efc117", "metadata": {}, "outputs": [], "source": [ @@ -119,17 +115,13 @@ "df_5min = pd.read_csv(\n", " \"./data/Vostok/vostok_hourly_from_5_min_without_calibration_and_empty.tsv\",\n", " sep=\"\\t\", parse_dates=[\"Datetime\"]\n", - ").set_index(\"Datetime\")\n", - "\n", - "# Add a new column \"Mark\" to label this dataframe’s data\n", - "# as originating from 5-min averages\n", - "df_5min[\"Mark\"] = \"5min\"" + ").set_index(\"Datetime\")" ] }, { "cell_type": "code", "execution_count": 6, - "id": "26da1848-ad4f-4e58-8a75-d02428fb12c7", + "id": "6d5b55b5", "metadata": {}, "outputs": [], "source": [ @@ -143,7 +135,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "d126b8b1-0b66-4817-a556-8f33860608ae", + "id": "bbd22571", "metadata": {}, "outputs": [], "source": [ @@ -156,7 +148,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "7de3455e-ba80-420d-8fec-8f82ee28804a", + "id": "22ce9cf9", "metadata": {}, "outputs": [], "source": [ @@ -167,7 +159,7 @@ }, { "cell_type": "markdown", - "id": "1f220bf9-7828-4a87-b84b-ab0b62cddcd1", + "id": "7bda7710", "metadata": {}, "source": [ "### Taking form factors into account" @@ -176,7 +168,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "dbe063a2-5d6d-4e02-b10b-1438b3f75eeb", + "id": "1f20d4b7", "metadata": {}, "outputs": [], "source": [ @@ -196,7 +188,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "2c830a98-f5f2-4792-a8eb-4e6ee3170192", + "id": "e14f4fe1", "metadata": {}, "outputs": [], "source": [ @@ -208,45 +200,14 @@ { "cell_type": "code", "execution_count": 11, - "id": "0b0c6844-bcb4-4331-874f-4c1eeeb91a16", + "id": "21414243", "metadata": {}, "outputs": [ { "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Factor
2020-12-312.524273
\n", - "
" - ], "text/plain": [ - " Factor\n", - "2020-12-31 2.524273" + "Factor 2.524273\n", + "Name: 2020-12-31 00:00:00, dtype: float64" ] }, "execution_count": 11, @@ -255,12 +216,12 @@ } ], "source": [ - "factor_df[5478:5479]" + "factor_df.loc[\"2020-12-31\"]" ] }, { "cell_type": "markdown", - "id": "cf820033-d3f9-4432-a425-db7bcf047a4d", + "id": "f50f9930", "metadata": {}, "source": [ "### Helper functions and variables for PG" @@ -269,7 +230,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "42979690-97b5-4e86-8777-db48896539ac", + "id": "776ffe5f", "metadata": {}, "outputs": [], "source": [ @@ -291,7 +252,53 @@ { "cell_type": "code", "execution_count": 13, - "id": "b13f968c-f9db-4b05-86ae-0e997383f9c1", + "id": "cc34c4bb-14c6-49c3-a2a6-0ed03c46d2d5", + "metadata": {}, + "outputs": [], + "source": [ + "# a helper function to show the peak-to-peak amplitude\n", + "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", + " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", + " arrow_props = {\n", + " \"patchA\": None, \"patchB\": None,\n", + " \"shrinkA\": 0.0, \"shrinkB\": 0.0,\n", + " \"connectionstyle\": \"arc3,rad=0.\", \"fc\": \"black\",\n", + " \"linewidth\": 0.5\n", + " }\n", + " coords = {\n", + " \"xycoords\": \"data\",\n", + " \"textcoords\": \"data\",\n", + " \"annotation_clip\": False\n", + " }\n", + "\n", + " if inward:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\"arrowstyle\": \"-\", **arrow_props}, **coords)\n", + " \n", + " for y, yt in zip([maxy + exty, miny - exty], [maxy, miny]):\n", + " ax.annotate(\"\", xy=(arrow_pos, y), xytext=(arrow_pos, yt),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + " else:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-|>,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + "\n", + " ax.text(\n", + " text_pos, (miny + maxy) / 2,\n", + " f\"{ampl * 100:.0f}%\",\n", + " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "559d416b", "metadata": {}, "outputs": [], "source": [ @@ -343,8 +350,8 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "1939dfff-91dc-4dab-959a-23de90a97e0c", + "execution_count": 15, + "id": "80620bdc", "metadata": {}, "outputs": [], "source": [ @@ -384,8 +391,8 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "89b9f394-8d80-4db6-bd44-0b9778b03f9d", + "execution_count": 16, + "id": "5e199dfa", "metadata": {}, "outputs": [], "source": [ @@ -395,7 +402,7 @@ }, { "cell_type": "markdown", - "id": "3f1c0ca4-15bb-448e-b85b-1f6b3a8a555f", + "id": "c9526636", "metadata": {}, "source": [ "### Applying fair weather criteria " @@ -403,8 +410,8 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "d1f85dec-45b7-47b2-b421-d528776fff39", + "execution_count": 17, + "id": "852f0d50", "metadata": {}, "outputs": [], "source": [ @@ -419,7 +426,7 @@ }, { "cell_type": "markdown", - "id": "4aebf84b-3335-450e-8379-bee1f0f01c05", + "id": "d1a33d25", "metadata": {}, "source": [ "### Resampling daily fair-weather datasets " @@ -427,8 +434,8 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "c339ed78-e4ba-43a9-89b8-85e8a0c57236", + "execution_count": 18, + "id": "df03661d", "metadata": {}, "outputs": [], "source": [ @@ -441,21 +448,21 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "a0aa9a7f-c65a-46f7-bb85-fcd1c133e4be", + "execution_count": 19, + "id": "afefbca1", "metadata": {}, "outputs": [], "source": [ "# saving intermediate data for use in other scripts\n", "np.save(\n", " \"./data/Vostok/vostok_diurnal_2006_2020.npy\",\n", - " df.groupby(df.index.hour).mean().dropna().to_numpy().flatten()\n", + " df[\"Field\"].groupby(df.index.hour).mean().to_numpy()\n", ")" ] }, { "cell_type": "markdown", - "id": "e5a58975-053a-4162-bccb-f0dbef39b0ed", + "id": "d3698273", "metadata": {}, "source": [ "### Figure 1.2\n", @@ -464,14 +471,15 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "6d6b5a71-6dd3-4471-b081-f3606c7b6956", + "execution_count": 20, + "id": "504c5e6b", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for specific years: \n", "# the average fair-weather PG, the number of fair-weather days,\n", "# the average square of the fair-weather PG\n", + "\n", "data, data_counter, data_sqr = np.array(\n", " [\n", " calculate_seasonal_var_params(daily_df),\n", @@ -491,8 +499,8 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "4e29c652-918d-47e2-ac67-1d0c2a898eea", + "execution_count": 21, + "id": "f0ed9c03", "metadata": {}, "outputs": [ { @@ -543,21 +551,14 @@ "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", - "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "for n in range(3):\n", " ax[n].bar(np.arange(12), data[n],\n", @@ -586,7 +587,7 @@ }, { "cell_type": "markdown", - "id": "7fe43293-fd43-471a-9bb6-c650bd3c4404", + "id": "8dca286b", "metadata": {}, "source": [ "### Figure 1.S1\n", @@ -595,14 +596,15 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "cfcae28b-0858-4cdf-8201-b5b283244d00", + "execution_count": 22, + "id": "81c958cb", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for specific years: \n", "# the average fair-weather PG, the number of fair-weather days,\n", "# the average square of the fair-weather PG\n", + "\n", "data, data_counter, data_sqr = np.array(\n", " [\n", " calculate_seasonal_var_params(daily_df[daily_df.index.year == Y])\n", @@ -615,8 +617,8 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "fa437c92-5a95-4824-82ac-e4013ad96079", + "execution_count": 23, + "id": "97248e92", "metadata": {}, "outputs": [ { @@ -693,7 +695,7 @@ }, { "cell_type": "markdown", - "id": "b4148467-b663-4f51-881d-06938b39a355", + "id": "6038cf1c", "metadata": {}, "source": [ "### Figure 1.S2\n", @@ -702,14 +704,15 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "0286a8c9-3870-40f9-9c24-50a24f8d4a73", + "execution_count": 24, + "id": "1918b06d", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for specific years: \n", "# the average fair-weather PG, the number of fair-weather days,\n", "# the average square of the fair-weather PG\n", + "\n", "data, data_counter, data_sqr = np.array(\n", " [\n", " calculate_seasonal_var_params(\n", @@ -724,8 +727,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "675a89b6-bfcd-4e39-95ac-a7eb61520c6b", + "execution_count": 25, + "id": "c323ca99", "metadata": {}, "outputs": [ { @@ -774,21 +777,14 @@ "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", - "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "for n in range(5):\n", " ax[n].bar(np.arange(12), data[n],\n", @@ -817,7 +813,7 @@ }, { "cell_type": "markdown", - "id": "1b65fb2a-8f3d-4d23-a8a2-c4c7f031c910", + "id": "ce4a11cd", "metadata": {}, "source": [ "### Figure 1.3\n", @@ -826,13 +822,14 @@ }, { "cell_type": "code", - "execution_count": 25, - "id": "19eddef4-207d-4fcd-af6b-fc3fcd02e7cd", + "execution_count": 26, + "id": "bc6d71a7", "metadata": {}, "outputs": [], "source": [ "# creating a diurnal-seasonal array by grouping the data by hours and months,\n", "# then calculating the mean fair-weather PG value for each combination\n", + "\n", "ds_df = df.groupby([df.index.hour, df.index.month]).mean()\n", "ds_df.index.set_names([\"hour\", \"month\"], inplace=True)\n", "\n", @@ -842,8 +839,8 @@ }, { "cell_type": "code", - "execution_count": 26, - "id": "322f9b08-9e2b-468d-a522-f093e40509be", + "execution_count": 27, + "id": "1608fdb4", "metadata": {}, "outputs": [ { @@ -852,7 +849,7 @@ "108.06793219204636" ] }, - "execution_count": 26, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -863,8 +860,8 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "5fa2223e-3fd8-4795-8857-359bb249108c", + "execution_count": 28, + "id": "a6595162", "metadata": {}, "outputs": [ { @@ -873,7 +870,7 @@ "198.76679783526467" ] }, - "execution_count": 27, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -884,14 +881,15 @@ }, { "cell_type": "code", - "execution_count": 28, - "id": "5b03d7c6-e23e-45a9-8188-024d21851176", + "execution_count": 29, + "id": "85c3c9a6", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for specific hours: \n", "# the average fair-weather PG, the number of fair-weather days,\n", "# the average square of the fair-weather PG\n", + "\n", "data, data_counter, data_sqr = np.array(\n", " [\n", " calculate_seasonal_var_params(daily_df),\n", @@ -907,8 +905,8 @@ }, { "cell_type": "code", - "execution_count": 29, - "id": "762c01a9-2ee5-428c-b331-ef44d1801127", + "execution_count": 30, + "id": "6edf4543", "metadata": {}, "outputs": [ { @@ -1057,7 +1055,7 @@ " (\n", " (wsp - wshift) / tot_width,\n", " (hsp + 2 * heightB + hsep2 + hsep3) / tot_height,\n", - " (width + wsep1 + widthM) / tot_width,\n", + " (width + wsep1 + widthM) / tot_width,\n", " heightC / tot_height\n", " )\n", ")\n", @@ -1116,21 +1114,14 @@ "\n", " axB[n].set_title(captionB[n], fontsize=\"large\")\n", "\n", - " axB[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", - "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " axB[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=axB[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "for n in range(5):\n", " axB[n].bar(np.arange(12), data[n],\n", @@ -1154,7 +1145,7 @@ }, { "cell_type": "markdown", - "id": "7b9bf03b-5a1b-4ccf-aaf7-c47337cd05a1", + "id": "73ce89fe", "metadata": {}, "source": [ "### Data adjustment using meteorological parameters and the solar-wind-imposed potential" @@ -1162,8 +1153,8 @@ }, { "cell_type": "code", - "execution_count": 30, - "id": "d16e0930-f81f-4288-a7a9-2f3942194f81", + "execution_count": 31, + "id": "46481981", "metadata": {}, "outputs": [], "source": [ @@ -1195,13 +1186,13 @@ "# retaining only the days with complete data (4 counts)\n", "pressure_df = pressure_df[pressure_df[\"COUNT\"] == 4][[\"Po\"]]\n", "\n", - "meteo_df = temp_df.join([wind_df, pressure_df, daily_df]).dropna()" + "meteo_df = daily_df.join([temp_df, wind_df, pressure_df]).dropna()" ] }, { "cell_type": "code", - "execution_count": 31, - "id": "c45bdf6b-d725-4d87-b033-d90fa4f3f9a9", + "execution_count": 32, + "id": "b96fb0ac", "metadata": {}, "outputs": [], "source": [ @@ -1229,16 +1220,16 @@ " sum_wind += meteo_df[\"Ff\"].iloc[j]\n", " sum_pres += meteo_df[\"Po\"].iloc[j]\n", " counter += 1\n", - " pg_anom[i] = meteo_df[\"Field\"].iloc[i] - (sum_pg / counter)\n", - " temp_anom[i] = meteo_df[\"T\"].iloc[i] - (sum_temp / counter)\n", - " wind_anom[i] = meteo_df[\"Ff\"].iloc[i] - (sum_wind / counter)\n", - " pres_anom[i] = meteo_df[\"Po\"].iloc[i] - (sum_pres / counter)" + " pg_anom[i] = meteo_df[\"Field\"].iloc[i] - (sum_pg / counter)\n", + " temp_anom[i] = meteo_df[\"T\"].iloc[i] - (sum_temp / counter)\n", + " wind_anom[i] = meteo_df[\"Ff\"].iloc[i] - (sum_wind / counter)\n", + " pres_anom[i] = meteo_df[\"Po\"].iloc[i] - (sum_pres / counter)" ] }, { "cell_type": "code", - "execution_count": 32, - "id": "326311ea-74ce-4de1-ac7a-e30e173fc8d8", + "execution_count": 33, + "id": "550ae408", "metadata": {}, "outputs": [ { @@ -1295,8 +1286,8 @@ }, { "cell_type": "code", - "execution_count": 33, - "id": "9348051d-043c-4a56-9af7-4387ad2e8273", + "execution_count": 34, + "id": "6f7fa06b", "metadata": {}, "outputs": [ { @@ -1322,14 +1313,14 @@ }, { "cell_type": "code", - "execution_count": 34, - "id": "dafd0f56-b6fa-4883-9640-01fdcb4a3870", + "execution_count": 35, + "id": "c7a7004c", "metadata": {}, "outputs": [], "source": [ "# adding the \"CorrectedField\" column (copy of the \"Field\" column)\n", "# in the `meteo_df` by subtracting the linear fit based on\n", - "# temperature and wind anomalies\n", + "# temperature and wind speed anomalies\n", "\n", "meteo_df[\"CorrectedField\"] = (\n", " meteo_df[\"Field\"]\n", @@ -1340,8 +1331,8 @@ }, { "cell_type": "code", - "execution_count": 35, - "id": "8a04eed2-9b02-4620-bfdb-a910c8e63732", + "execution_count": 36, + "id": "558f36b2", "metadata": {}, "outputs": [], "source": [ @@ -1360,13 +1351,13 @@ "swip_df[\"Count\"] = swip_df[\"SWIP\"].resample(\"D\").transform(\"count\")\n", "swip_df = swip_df[swip_df[\"Count\"] == 24][[\"SWIP\"]]\n", "\n", - "solar_df = swip_df.join(daily_df).resample(\"D\").mean().dropna()" + "solar_df = daily_df.join(swip_df.resample(\"D\").mean()).dropna()" ] }, { "cell_type": "code", - "execution_count": 36, - "id": "1fa44180-c420-4b58-9b6d-76eac524e401", + "execution_count": 37, + "id": "3b7dabbb", "metadata": {}, "outputs": [], "source": [ @@ -1388,14 +1379,14 @@ " sum_pg += solar_df[\"Field\"].iloc[j]\n", " sum_swip += solar_df[\"SWIP\"].iloc[j]\n", " counter += 1\n", - " pg_anom[i] = solar_df[\"Field\"].iloc[i] - (sum_pg / counter)\n", - " swip_anom[i] = solar_df[\"SWIP\"].iloc[i] - (sum_swip / counter)" + " pg_anom[i] = solar_df[\"Field\"].iloc[i] - (sum_pg / counter)\n", + " swip_anom[i] = solar_df[\"SWIP\"].iloc[i] - (sum_swip / counter)" ] }, { "cell_type": "code", - "execution_count": 37, - "id": "773d765f-b99b-4058-b825-85005c095339", + "execution_count": 38, + "id": "0e79184d", "metadata": {}, "outputs": [ { @@ -1444,8 +1435,8 @@ }, { "cell_type": "code", - "execution_count": 38, - "id": "14fe35bc-5c96-4ad5-bd2a-f6a89fd94426", + "execution_count": 39, + "id": "906dc060", "metadata": {}, "outputs": [ { @@ -1469,8 +1460,8 @@ }, { "cell_type": "code", - "execution_count": 39, - "id": "c1503b1a-aa4f-4454-9560-e6490fa01618", + "execution_count": 40, + "id": "4014f0c5", "metadata": {}, "outputs": [], "source": [ @@ -1486,8 +1477,8 @@ }, { "cell_type": "code", - "execution_count": 40, - "id": "56903d67-b4a1-4676-a6f4-af2ddacd3180", + "execution_count": 41, + "id": "137f898a", "metadata": {}, "outputs": [], "source": [ @@ -1499,14 +1490,14 @@ }, { "cell_type": "code", - "execution_count": 41, - "id": "4084aaaa-35c2-4437-bd1c-d0f24ed479c3", + "execution_count": 42, + "id": "12541938", "metadata": {}, "outputs": [], "source": [ "# adding the \"CorrectedField\" column (copy of the \"Field\" column)\n", "# in the `meteo_solar_df` by subtracting linear fits based on\n", - "# temperature, wind and solar-wind-imposed potential anomalies\n", + "# temperature, wind speed and solar-wind-imposed potential anomalies\n", "\n", "meteo_solar_df[\"CorrectedField\"] = (\n", " meteo_solar_df[\"Field\"]\n", @@ -1516,9 +1507,41 @@ ")" ] }, + { + "cell_type": "code", + "execution_count": 43, + "id": "da0ae658", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating seasonal variation parameters for specific years: \n", + "# the average fair-weather PG, the number of fair-weather days,\n", + "# the average square of the fair-weather PG\n", + "\n", + "data, data_counter, data_sqr = np.array(\n", + " [\n", + " calculate_seasonal_var_params(meteo_solar_df, key=\"CorrectedField\"),\n", + " calculate_seasonal_var_params(\n", + " meteo_solar_df[meteo_solar_df.index.year <= 2012],\n", + " key=\"CorrectedField\"),\n", + " calculate_seasonal_var_params(\n", + " meteo_solar_df[meteo_solar_df.index.year > 2012],\n", + " key=\"CorrectedField\")\n", + " ]\n", + ").swapaxes(0,1)\n", + "\n", + "data_counter = data_counter.astype(int)\n", + "\n", + "# saving intermediate data for use in other scripts\n", + "np.savez(\n", + " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\",\n", + " mean=data, counter=data_counter, sqr=data_sqr\n", + ")" + ] + }, { "cell_type": "markdown", - "id": "f0590fff-4817-440f-9550-d4438b742769", + "id": "3dadd8ec", "metadata": {}, "source": [ "### Figure 1.5\n", @@ -1527,8 +1550,8 @@ }, { "cell_type": "code", - "execution_count": 42, - "id": "9a209c25-af4a-4c67-80cc-2ce657f9cb3d", + "execution_count": 44, + "id": "0effbd3e", "metadata": {}, "outputs": [], "source": [ @@ -1552,8 +1575,8 @@ }, { "cell_type": "code", - "execution_count": 43, - "id": "64c153c6-92a3-4d1f-bd05-9fde535cf482", + "execution_count": 45, + "id": "e7941fad", "metadata": {}, "outputs": [ { @@ -1616,23 +1639,17 @@ " fontsize=\"large\", ha=\"center\", va=\"top\",\n", " transform=ax[n].transAxes)\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", " if np.sum(data_counter[n]) == 0:\n", " ampl = (np.max(data[n]) - np.min(data[n])) / np.mean(data[n])\n", " else:\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[0], ax[2], ax[4]])\n", "fig.align_ylabels([ax[1], ax[3], ax[5]])\n", @@ -1668,7 +1685,7 @@ }, { "cell_type": "markdown", - "id": "278ea93f-42dc-4228-a326-54b58bb15a11", + "id": "7718481a", "metadata": {}, "source": [ "### Figure 1.S3\n", @@ -1677,8 +1694,8 @@ }, { "cell_type": "code", - "execution_count": 44, - "id": "519d0977-a143-4351-bba5-9506132b401f", + "execution_count": 46, + "id": "60698662", "metadata": {}, "outputs": [], "source": [ @@ -1695,8 +1712,8 @@ }, { "cell_type": "code", - "execution_count": 45, - "id": "9e328d94-f5ff-4ca8-870b-953c078a2aa8", + "execution_count": 47, + "id": "7973430f", "metadata": {}, "outputs": [ { @@ -1742,20 +1759,14 @@ "\n", "ax.set_title(caption, fontsize=\"large\")\n", "\n", - "ax.annotate(\"\", xy=(12, np.min(data)), xycoords=\"data\",\n", - " xytext=(12, np.max(data)), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", "ampl = (np.max(data) - np.min(data)) / \\\n", - " np.sum(data * data_counter) * np.sum(data_counter)\n", - "ax.text(12.2, (np.min(data) + np.max(data)) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data, weights=data_counter)\n", + "draw_arrows(ax=ax,\n", + " miny=np.min(data),\n", + " maxy=np.max(data),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "ax.bar(np.arange(12), data,\n", " yerr=std_error(data,\n", @@ -1772,10 +1783,175 @@ "fig.savefig(\"figures/pg_earlier.eps\", bbox_inches=\"tight\")" ] }, + { + "cell_type": "markdown", + "id": "5b90570f", + "metadata": {}, + "source": [ + "### Hourly data adjustment using meteorological parameters and the solar-wind-imposed potential" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "4badbba1", + "metadata": {}, + "outputs": [], + "source": [ + "# downloading and interpolating 6-hour data on temperature\n", + "\n", + "# reading the CSV file and adding missing hours to the index\n", + "full_temp_df = pd.read_csv(\n", + " \"./data/Vostok/vostok_daily_temp_6h.csv\",\n", + " parse_dates=[\"UTC\"]\n", + ").set_index(\"UTC\").asfreq(freq=\"1h\")\n", + "\n", + "# two-level reindexing (dates and hours)\n", + "full_temp_df[\"Date\"] = full_temp_df.index.date\n", + "full_temp_df[\"Hour\"] = full_temp_df.index.hour\n", + "full_temp_df = full_temp_df.reset_index().set_index([\"Date\", \"Hour\"])\n", + "\n", + "# adding the 25th hour for each day (0:00 of the next day) in the index\n", + "full_temp_df = full_temp_df.reindex(\n", + " pd.MultiIndex.from_product(\n", + " [\n", + " full_temp_df.index.get_level_values(\"Date\").drop_duplicates(),\n", + " np.arange(25, dtype=\"int\")\n", + " ],\n", + " names=[\"Date\", \"Hour\"]\n", + " )\n", + ")\n", + "\n", + "# transferring the values for the 25th hour\n", + "full_temp_df.iloc[24:-1:25, full_temp_df.columns.get_loc(\"T\")] = \\\n", + " full_temp_df.iloc[25::25, full_temp_df.columns.get_loc(\"T\")]\n", + "\n", + "# retaining only the days with 5 values available\n", + "# (at 0:00, 6:00, 12:00, 18:00 and 0:00 of the next day)\n", + "full_temp_df[\"Count\"] = full_temp_df[\"T\"].groupby(level=\"Date\").count().reindex(\n", + " full_temp_df.index, level=\"Date\"\n", + ")\n", + "full_temp_df = full_temp_df[full_temp_df[\"Count\"] == 5][[\"UTC\", \"T\"]]\n", + "\n", + "# linearly interpolating the missing values\n", + "full_temp_df[\"T\"] = full_temp_df[\"T\"].interpolate()\n", + "\n", + "# shifting to interpolated values at 0:30, 1:30, 2:30 etc.\n", + "full_temp_df[\"T\"] = (full_temp_df[\"T\"] + full_temp_df[\"T\"].shift(-1)) / 2\n", + "\n", + "# removing the 25th hour\n", + "full_temp_df = full_temp_df.reindex(np.arange(24, dtype=\"int\"), level=\"Hour\")\n", + "\n", + "# returning to the original index\n", + "full_temp_df = full_temp_df.set_index(\"UTC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "62bc85e7", + "metadata": {}, + "outputs": [], + "source": [ + "# downloading and interpolating 6-hour data on wind speed\n", + "\n", + "# reading the CSV file and adding missing hours to the index\n", + "full_wind_df = pd.read_csv(\n", + " \"./data/Vostok/vostok_daily_wind_6h.csv\",\n", + " parse_dates=[\"UTC\"]\n", + ").set_index(\"UTC\").asfreq(freq=\"1h\")\n", + "\n", + "# two-level reindexing (dates and hours)\n", + "full_wind_df[\"Date\"] = full_wind_df.index.date\n", + "full_wind_df[\"Hour\"] = full_wind_df.index.hour\n", + "full_wind_df = full_wind_df.reset_index().set_index([\"Date\", \"Hour\"])\n", + "\n", + "# adding the 25th hour for each day (0:00 of the next day) in the index\n", + "full_wind_df = full_wind_df.reindex(\n", + " pd.MultiIndex.from_product(\n", + " [\n", + " full_wind_df.index.get_level_values(\"Date\").drop_duplicates(),\n", + " np.arange(25, dtype=\"int\")\n", + " ],\n", + " names=[\"Date\", \"Hour\"]\n", + " )\n", + ")\n", + "\n", + "# transferring the values for the 25th hour\n", + "full_wind_df.iloc[24:-1:25, full_wind_df.columns.get_loc(\"Ff\")] = \\\n", + " full_wind_df.iloc[25::25, full_wind_df.columns.get_loc(\"Ff\")]\n", + "\n", + "# retaining only the days with 5 values available\n", + "# (at 0:00, 6:00, 12:00, 18:00 and 0:00 of the next day)\n", + "full_wind_df[\"Count\"] = full_wind_df[\"Ff\"].groupby(level=\"Date\").count().reindex(\n", + " full_wind_df.index, level=\"Date\"\n", + ")\n", + "full_wind_df = full_wind_df[full_wind_df[\"Count\"] == 5][[\"UTC\", \"Ff\"]]\n", + "\n", + "# linearly interpolating the missing values\n", + "full_wind_df[\"Ff\"] = full_wind_df[\"Ff\"].interpolate()\n", + "\n", + "# shifting to interpolated values at 0:30, 1:30, 2:30 etc.\n", + "full_wind_df[\"Ff\"] = (full_wind_df[\"Ff\"] + full_wind_df[\"Ff\"].shift(-1)) / 2\n", + "\n", + "# removing the 25th hour\n", + "full_wind_df = full_wind_df.reindex(np.arange(24, dtype=\"int\"), level=\"Hour\")\n", + "\n", + "# returning to the original index\n", + "full_wind_df = full_wind_df.set_index(\"UTC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "0da9771d", + "metadata": {}, + "outputs": [], + "source": [ + "# joining everything into a single data set\n", + "\n", + "full_meteo_solar_df = df.join([swip_df, full_temp_df, full_wind_df]).dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "f7d47230", + "metadata": {}, + "outputs": [], + "source": [ + "# adding the \"CorrectedField\" column (copy of the \"Field\" column)\n", + "# in the `full_meteo_solar_df` by subtracting linear fits based on\n", + "# temperature, wind speed and solar-wind-imposed potential anomalies\n", + "\n", + "full_meteo_solar_df[\"CorrectedField\"] = (\n", + " full_meteo_solar_df[\"Field\"]\n", + " - temp_coeff * (full_meteo_solar_df[\"T\"] - meteo_solar_df[\"T\"].mean())\n", + " - wind_coeff * (full_meteo_solar_df[\"Ff\"] - meteo_solar_df[\"Ff\"].mean())\n", + " - swip_coeff * full_meteo_solar_df[\"SWIP\"]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "5e11cf83-aba7-45ff-af95-e04e0933da39", + "metadata": {}, + "outputs": [], + "source": [ + "# saving intermediate data for use in other scripts\n", + "np.save(\n", + " \"./data/Vostok/vostok_diurnal_2006_2020_adjusted.npy\",\n", + " full_meteo_solar_df[\"CorrectedField\"].groupby(\n", + " full_meteo_solar_df.index.hour\n", + " ).mean().to_numpy()\n", + ")" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "5550fe53-9ac0-49c9-bd22-3478a37b5060", + "id": "0b98cfa3-f6a7-43b4-b660-7e6786163e9e", "metadata": {}, "outputs": [], "source": [] diff --git a/3_CAPE_T2_images.ipynb b/3_CAPE_T2_images.ipynb new file mode 100644 index 0000000..d97de89 --- /dev/null +++ b/3_CAPE_T2_images.ipynb @@ -0,0 +1,377 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0f09a974-37fe-440e-8daf-4aa0f2caae69", + "metadata": {}, + "source": [ + "# Figures based on simulated CAPE and simulated air temperatures\n", + "The source code of Figures 1.4, 2.4 and 2.S1" + ] + }, + { + "cell_type": "markdown", + "id": "a464e3d4-2cd3-470e-8f29-7f8f6793eb6e", + "metadata": {}, + "source": [ + "### Importing libraries" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9a80a0a4-ef03-411d-b441-21434947e6ac", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib import transforms\n", + "\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "cabdfa99-6817-4b24-b587-340410217461", + "metadata": {}, + "source": [ + "### Loading data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "56ca6e5b-3400-4ba7-a050-9e241da9dea8", + "metadata": {}, + "outputs": [], + "source": [ + "# montly averaged temperatures at 2 m (T2) for each 1° wide latitude strip;\n", + "# T2 values are calculated with the WRF model, the shape is (180, 12)\n", + "wrf_mon_T2 = np.load(\"./data/WRF/WRF_T2_LATxMON.npy\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4161a87b-68b7-4fc2-aeff-3a05404a4bab", + "metadata": {}, + "outputs": [], + "source": [ + "# area factors for different latitudes\n", + "area_factor = (\n", + " np.cos(np.arange(180) * np.pi / 180)\n", + " - np.cos(np.arange(1, 181) * np.pi / 180)\n", + ") / 2" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "3ce18021-7bed-43a9-ba6d-6a4436700fff", + "metadata": {}, + "outputs": [], + "source": [ + "month_name = [\"J\", \"F\", \"M\", \"A\", \"M\", \"J\", \"J\", \"A\", \"S\", \"O\", \"N\", \"D\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "33118b18-72fc-464a-a710-a7606a031e15", + "metadata": {}, + "outputs": [], + "source": [ + "# boundary latitudes for the plot\n", + "lat = [20, 30, 40, 50]" + ] + }, + { + "cell_type": "markdown", + "id": "149a1d22-3f64-438f-b425-15afbd3692bf", + "metadata": {}, + "source": [ + "### Figure 1.4/2.4\n", + "Seasonal variation of air temperatures averaged over different latitudes" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4ed444ff-2b06-416a-ac08-bf56eda7ae12", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", + "ax = [None for _ in range(4)]\n", + "for n in range(4):\n", + " ax[n] = fig.add_subplot(4, 4, (2 * n + 1, 2 * n + 2))\n", + "\n", + "low = [23, 22, 20, 18]\n", + "high = [27, 26, 24, 22]\n", + "step = [1] * 4\n", + "coeff = [1] * 4\n", + "caption = [f\"WRF, 1980–2020, {lt}° S–{lt}° N\" for lt in lat]\n", + "# thin spaces (\" \") are used between ‘°’ signs and letters\n", + "col = [\"firebrick\"] * 4\n", + "\n", + "for n in range(4):\n", + " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", + " ax[n].spines[axis].set_linewidth(0.5)\n", + " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", + " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", + " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", + "\n", + " ax[n].set_xlim((-0.5, 11.5))\n", + " ax[n].set_xticks(np.arange(12))\n", + " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", + "\n", + " ax[n].set_ylim((low[n], high[n]))\n", + " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", + " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", + " step[n]) / coeff[n]).astype(int),\n", + " fontsize=\"large\")\n", + " ax[n].set_ylabel(\"Mean surface\\nair temperature, °C\",\n", + " fontsize=\"large\")\n", + "\n", + " ax[n].set_title(caption[n], fontsize=\"large\")\n", + "\n", + "fig.align_ylabels([ax[0], ax[2]])\n", + "fig.align_ylabels([ax[1], ax[3]])\n", + "\n", + "for n in range(4):\n", + " # averaging temperature values taking into account\n", + " # variable areas of 1° wide latitude strips\n", + " T_values = np.average(wrf_mon_T2[90 - lat[n] : 90 + lat[n]],\n", + " axis=0,\n", + " weights=area_factor[90 - lat[n] : 90 + lat[n]])\n", + "\n", + " ax[n].bar(np.arange(12), T_values, width=0.8, color=col[n])\n", + "\n", + "for n in range(4):\n", + " ax[n].text(-0.25, 1.05, chr(ord(\"a\") + n),\n", + " fontsize=\"x-large\",\n", + " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", + " transform=ax[n].transAxes)\n", + "\n", + "fig.subplots_adjust(hspace=0.3, wspace=1.0)\n", + "\n", + "fig.savefig(\"figures/t2.eps\", bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "markdown", + "id": "4cc7ee41-cfd1-4fae-be9f-bf0447ba5cfc", + "metadata": {}, + "source": [ + "### Figure 2.S1\n", + "Histograms of hourly CAPE values" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e9b11449-5115-492e-8529-c9bfb01a65f9", + "metadata": {}, + "outputs": [], + "source": [ + "# loading the processed data for histograms\n", + "\n", + "wrf_cape_hist = np.load(\n", + " \"./data/WRF/WRF_CAPE_HIST.npz\"\n", + ")\n", + "inm_scape_hist = np.load(\n", + " \"./data/INMCM/INMCM_SCAPE_HIST.npz\"\n", + ")\n", + "wrf_cape_rain_hist = np.load(\n", + " \"./data/WRF/WRF_CAPE_RAIN_HIST.npz\"\n", + ")\n", + "inm_scape_rain_hist = np.load(\n", + " \"./data/INMCM/INMCM_SCAPE_RAIN_HIST.npz\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "be5b405a-ffe2-4f80-a715-2c8c4be15843", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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r1wstf26xsbEMAFuzZg1jjPtdo6Kiwrp168bMzMyEywUHBzNDQ0Ph91PS75MRI0aIfb9yLyvNZ5Pfd1RdXZ09f/5cOO3OnTsMAFu5cmWRjrcsK1KzRlVVVWGVKgDh1ZWFCxeCx+PRld5yIDw8HGZmZvD29gbAXUX29/fHrl27xJqhFceHDx9w79499O3bF7q6usLpnp6e+Y6v17VrV5iYmBS43Y8fP+L27dsIDAwUqfFp2bIlateuXWi5Tp48iW/fvmHy5Mliba8F1fI3btxAbGwshg8fLrKMr68vatasKda8oaQGDhwofM7n8+Hq6grGGAYMGCCcrq+vjxo1auDly5di6/fr1w/q6urC14IuwwXLCt6nEydO4MePH0Uqm5aWlvD59+/f8eXLFzRp0gSMMdy6dUts+aFDh4q8dnd3Fynz0aNHoaqqKqxJExxzUbs1Hzx4sEgzCnd3d2RlZeH169cAgFOnTiE9PR1jxowRuUdl0KBB0NPTK9FnGBgYKPK+ANzn8+DBAzx79qzY2yWy5+3tjcOHD2P27Nm4cOGCcLqFhQVWrlypwJKR3JKSkgBAJFYIeHl5wcTERPgnaIaVW+7zSX5Keu7Zu3cvnJ2dJdacCM5FR48eRaVKldCjRw/hPDU1NQQHByM5ORnnz5+Xal/S+OWXX0SaQQpqHLt27YoKFSqITc8bO3R1ddG7d2/ha3V1dTRs2FBkOX19fbx7905iE8OC8Pl8YUzKzs5GXFwcMjMz4erqips3b4ot7+/vDwMDA+HrvDGspHFfoHbt2iJDapiYmIjF1aNHj6Jhw4Zo1qyZcJquri4GDx6MmJgYPHz4UOr95aahoSEyBiOQ06z68OHDyMjIkHpbJiYmqFmzpvCcdunSJfD5fEyYMAGfPn0SxqGoqCg0a9asRN3cF/bZFKRFixaws7MTvnZycoKenp5U6/4sinw3+oQJE7B+/XrUqlULampqMDExETaFMjc3l0cZiZLIysrCrl274O3tjVevXuH58+d4/vw53Nzc8OnTJ5w+fbrE+xD8SJbU+2N+PUJWrVpV6u3a29uLzatRo0ah67948QIAhE0BCtqHpO3VrFlTOF9WqlSpIvK6YsWK0NTUhLGxsdh0SR0Y5F1fcCIVLFu1alX8+uuv2LhxI4yNjeHj44PVq1cXer8ZALx58wZBQUEwNDQU3kfm6ekJAGLra2pqiiXXBgYGImV+/fo1KleuLPYjTJrPLrfCjjm/z1BdXR22trYl+gwlfU/nzJmDhIQEVK9eHXXq1MGECROo228lsHHjRqxYsUJ4z4OxsTECAwNx7do1kXuXiGIJkonk5GSxeevXr8fJkyexfft2ieuqqqpK1bStpOeeFy9eFBg3BPuwt7cX67SkVq1awvmyIiluABD7Xgum540dlpaWYj/a856vJ02aBF1dXTRs2BD29vYYMWIELl26JFX5tmzZAicnJ+E9uCYmJjhy5IjEuCPt+by4cT+//Qj2lTdGSdpmST9DCwsLkYuoAHexumvXrpg9ezaMjY3RsWNHhIaGStURn7u7u7DZYlRUFFxdXeHq6gpDQ0NERUUhKSkJd+7cEUlGi6Owz6Yo6wrWL08dMRWrq7DBgwfj4cOHSE9PR2xsLLZv3w4LCwuEhYWBMQbGWKkMNExK15kzZ/Dx40fs2rUL9vb2wr/u3bsDgFw6BpFG3tqIsii/K1QF1Uby+XyppgGQOOyFNMuGhITg7t27+O2335CSkoLg4GA4ODgUOFRGVlYWWrZsiSNHjmDSpEnYv38/Tp48KbyZOO/9gPmVQx6K8v4UpqifmaTvqYeHB168eIHNmzfD0dERGzduRL169bBx48Yil4cUX1BQkDB2McZga2uLUaNG4d69e0hNTcXnz58RFhaW732vRDEqVqyIypUr4/79+2Lz3Nzc0KJFCzRt2lTiuhoaGj9Fb6lFPQ/ldw6U9twozXK1atXCkydPsGvXLjRr1gx79+5Fs2bNCu3Vefv27QgKCoKdnR02bdqE48eP4+TJk2jevLnE+8hleT4viLLFDR6Ph4iICFy5cgUjR47E+/fv0b9/f9SvX1/ihYrcmjVrhvfv3+Ply5eIioqCu7s7eDwemjVrhqioKFy+fBnZ2dklTs5K8p6V1ueqzMr+mYmUmvDwcJiammLPnj1ifz169MC+ffvEeuMrKsE4NHl7DcxvWlG3K6n52JMnTwpdX1DFLulHQN59SNrekydPChxjR3BVKW8PYLKubSuOOnXqYNq0abhw4QKioqLw/v17rFu3Lt/l7927h6dPnyIkJASTJk1Cx44d0aJFixLVrFtbW+Pjx49igUeaz66o+5G03fT0dLFxkgwMDCT22FbUz8zQ0BD9+vXDzp078fbtWzg5OdHgnoRIydfXF8+fP0d0dLRctl/Sc4+dnV2BcUOwj2fPnoklII8fPxbOz4+szkOypqOjA39/f4SGhuLNmzfw9fXFvHnzkJqamu86ERERsLW1RWRkJPr06QMfHx+0aNGiwHUKUtK4X9R9Sdpm3s9QlrG+UaNGmDdvHm7cuIHw8HA8ePAAu3btKnAdQdJ18uRJXL9+Xfjaw8MDUVFRiIqKgo6OTqGdHpWkySMpHCVnRCopKSmIjIxEu3bt4OfnJ/Y3cuRIfPv2TWSoheIwNzeHo6Mjtm7dKhIMz58/L+zutzgqV64MFxcXbNmyRaR5xMmTJ6VqC96qVStUqFAB8+fPFwsUgqs5rq6uMDU1xbp160SaFxw7dgyPHj2Cr69vvtvX09ODsbGxyP0tANelu6IkJSUhMzNTZFqdOnWgoqJSYPMJwVWv3Fe5GGNYvnx5scvStm1bZGZmCrv2BbgrjbK+/6dFixZQV1fHihUrRMq/adMmJCYminyGdnZ2uHr1KtLT04XTDh8+jLdv30q9v69fv4q81tXVRbVq1WicSEKkNHHiRGhra6N///5iQx4AJb/aXtJzT9euXXHnzh2J3bcLyta2bVv8+++/Ir3GZmZmYuXKldDV1RU2CZfEzs4OiYmJIs2hP378WKzu4mUl73lNXV0dtWvXBmOswHukJMWOa9eu4cqVK8UqR0njflG0bdsW0dHRImX9/v07NmzYABsbG+E9boILvbljfVZWFjZs2CD1vuLj48W+14KeLAuLHVWrVoWFhQWWLl2KjIwMYc2yu7s7Xrx4gYiICDRq1KjQ8cd0dHQAiCeZRDZo9DcilYMHD+Lbt2/o0KGDxPmNGjWCiYkJwsPD4e/vX6J9/fHHH+jYsSOaNm2Kfv36IT4+HqtWrYKjo2OhVfYFmT9/Pnx9fdGsWTP0798fcXFxwrFYCtuunp4eli5dioEDB6JBgwbo2bMnDAwMcOfOHfz48QNbtmyBmpoaFi5ciH79+sHT0xM9evQQdqVvY2ODsWPHFriPgQMHYsGCBRg4cCBcXV1x4cIFPH36tNjHW1JnzpzByJEj0a1bN1SvXh2ZmZnYtm0b+Hw+unbtmu96NWvWhJ2dHcaPH4/3799DT08Pe/fuLVF78fbt26Np06aYPHkyYmJiULt2bURGRkp1/1tRmJiYYMqUKZg9ezZat26NDh064MmTJ1izZg0aNGggciP8wIEDERERgdatW6N79+548eIFtm/fLnIjc2Fq164NLy8v1K9fH4aGhrhx4wYiIiIwcuRImR4XIT8re3t77NixAz169ECNGjXQq1cvODs7gzGGV69eYceOHVBRUSlS1+m5lfTcM2HCBERERKBbt27CpmdxcXE4ePAg1q1bB2dnZwwePBjr169HUFAQ/ve//8HGxgYRERG4dOkSli1bJtJRR14BAQGYNGkSOnfujODgYPz48QNr165F9erVJXaiURpatWqFSpUqoWnTpjAzM8OjR4+watUq+Pr6Fngs7dq1Q2RkJDp37gxfX1+8evUK69atQ+3atYsd+0sS94ti8uTJ2LlzJ9q0aYPg4GAYGhpiy5YtePXqFfbu3StsQuvg4IBGjRphypQpiIuLg6GhIXbt2iV2IbQgW7ZswZo1a9C5c2fY2dnh27dv+Ouvv6Cnp4e2bdsWur67uzt27dqFOnXqCGvy6tWrBx0dHTx9+rTA4Q4EBDVrwcHB8PHxAZ/PR0BAgNTHQApGNWdEKuHh4dDU1My3R04VFRX4+vri+PHjYlfNiqp9+/bYuXMn0tPTMXnyZERGRiIsLAw1atQo0Sj1rVu3xp49e5CVlYUpU6YgMjISoaGhcHV1lWr9AQMG4ODBg9DT08Pvv/+OSZMm4ebNm8KxXQDu3pW///4b6enpmDRpEtavX4/OnTvj4sWLhY5xNmPGDAwYMAARERGYOHEisrKycOzYsWIfb0k5OzvDx8cHhw4dwq+//opZs2ZBV1cXx44dQ6NGjfJdT01NDYcOHYKLiwvmz58vHGRZ0qCd0lJRUcHBgwfRq1cvbN++HVOnToWFhYVUg7QW1axZs7Bq1Sq8efMGY8eOxe7duzF48GD8888/IuOz+Pj4ICQkBE+fPsWYMWNw5coVHD58uEg/AoODgxETE4P58+cjODgY58+fx9y5c8UGDieE5K9jx464d+8eevbsiX/++QejR4/G2LFjceDAAfj6+uLmzZvF/uFY0nOPrq4uoqKiMGzYMBw9ehTBwcFYs2YNatSoITxXaGlp4dy5c+jVqxe2bNmCcePGIS4uDqGhoYWOcWZkZIR9+/ZBW1sbEydOxJYtWzB//ny0b9++WMcrC0OGDEFycjL+/PNPjBgxAvv370dwcHC+nbMIBAUF4Y8//sCdO3cQHByMEydOYPv27VLHaElKGvelZWZmhsuXL6Nly5ZYuXIlpkyZAnV1dRw6dEisp87w8HA0adIECxYswB9//AFvb28sWLBA6n15enrC1dUVu3btQnBwMBYtWgR7e3ucOXNGqg7SBE0Zc/csqaqqisaNG4vML0iXLl0watQoHD9+HH369BHpaZSUHI+VpzvsSJnm4uICExMTnDx5UtFFIYQQQgghROao5owonYyMDLEq/nPnzuHOnTvw8vJSTKEIIYQQQgiRM6o5I0onJiYGLVq0QO/evWFubo7Hjx9j3bp1qFixIu7fvw8jIyNFF5EQQgghhBCZow5BiNIxMDBA/fr1sXHjRnz+/Bk6Ojrw9fXFggULKDEjhBBCCCE/Lao5I4QQQgghhBAlQPecEUIIIYQQQogSoOSMEEIIIYQQQpQAJWekXPHy8pK6x0cvLy84OjoWulxMTAx4PB7CwsJKVrhSkpGRgezsbEUXQ2bS0tIUXQRCiJz8TP/f2dnZRRpsWBHCwsLA4/EQExMj9bI3btyQf8GIwpX0tw6Px8OsWbNkWqb8nDt3DjweD+fOnSuV/ckaJWekXPvw4QNmzZqF27dvK7ooIv766y94enrCzMwMGhoaqFq1Kvr165dvwNy0aRNq1aoFTU1N2NvbY+XKlWLLMMYwZswYVKhQAQYGBlixYkWBZUhPT8fy5ctRt25d6OnpQV9fHw4ODhg8eDAeP35cpOMZO3Ys6tWrB0NDQ2hra6NWrVqYNWsWkpOTxZZNS0vDpEmTYG5uDi0tLbi5uUkc2+7r16/w8fGBtrY2qlatWuBJWBBUeDwe9u7dKzZ/1qxZ4PF4+PLlS5GOi5Dy7sGDB+jWrRtsbW2hra0NY2NjeHh44NChQxKXf/ToEVq3bg1dXV0YGhqiT58++Pz5s9hy//zzDywtLaGjo4MOHTogISGhwHJcvHgRbdq0gYWFBTQ1NVGlShW0b98eO3bsKNLx7Nu3Dz4+PjA3N4eGhgYsLS3h5+eH+/fvS1z+4MGDqFevnnCfM2fOlJiALVq0CHp6etDT08OkSZMKLIOXlxd4PJ7EgaQF57IlS5YU6bhKYs2aNWXm4iMpOy5fvoxZs2YV+r9dkJ/2u8kIKUfS0tJYWlqa8PX169cZABYaGiq2rKenJ3NwcCh0m9nZ2SwlJYVlZmbKrJzDhg1jgYGBbMmSJWzTpk1s2rRpzMzMjBkbG7P379+LLLtu3ToGgHXt2pVt2LCB9enThwFgCxYsEFlu+/btzMrKim3bto2tX7+eGRgYsKtXr+Zbhnbt2jE+n8969+7NVq9ezZYtW8aGDh3KLC0tJb5fBWnatCkLDg5mK1asYBs2bGDDhg1jGhoarGnTpiwrK0tk2YCAAKaqqsrGjx/P1q9fzxo3bsxUVVVZVFSUyHIDBw5kHh4ebN++fWzq1KnMxMSEJScnS9z/q1evGAAGgDk5ObHs7GyR+TNnzmQA2OfPn4t0XISUd0eOHGE+Pj5s1qxZbMOGDWzZsmXM3d2dAWDr168XWfbt27fM2NiY2dnZseXLl7N58+YxAwMD5uzsLHJe/vbtGzM0NGTTpk1j+/btYx4eHmzYsGH5lmH37t2Mx+OxunXrsoULF7INGzawKVOmsKZNmzIvL68iHc/s2bOZv78/W7BgAdu4cSObO3cus7W1ZVpaWuz27dsiyx49epTxeDzm7e3NNmzYwEaNGsVUVFTY0KFDRZa7ePEi09fXZ+vXr2fbtm1jVlZW7O+//863DJ6ensLz1Y0bN0TmCc5lixcvLtJxSSszM5OlpKSInCMdHByYp6en2LKhoaEMALt+/bpcykKUS0l/66SkpLCMjAzh68WLFzMA7NWrV8UuU37fzaysLJaSkiL2+6KsoOSMlGuySM5Ky40bNxgANn/+fOG0Hz9+MCMjI+br6yuybK9evZiOjg6Li4sTThsxYgRbtmyZ8PWYMWPYkiVLJO4rOjqaAWDz5s0Tm5eZmcm+fPlS0sNhS5YsYQDYlStXhNOuXbsm9sMjJSWF2dnZscaNG4us7+DgIPJjycXFReyHjIDgB42LiwsDwPbu3Ssyn5IzQmQnMzOTOTs7sxo1aohMHzZsGNPS0mKvX78WTjt58qRYInf9+nXm4uIifH379m3m6OiY7/5q167NHBwcRBI8gU+fPpXkUBhjjP37779MVVWVDRkyRGy/zs7OIj84p06dyng8Hnv06JFw2uLFi9mYMWOEr5ctW8ZGjhyZ7/48PT1ZlSpVmIGBAWvfvr3IPHknZ5JQclZ0+V0oLC0ZGRkS/x+UiTyTs7KOmjWSMufu3bvg8Xg4ePCgcNr//vc/8Hg81KtXT2TZNm3awM3NTfg69z1n586dQ4MGDQAA/fr1EzZ7y1tF/vDhQ3h7e0NbWxsWFhZYtGiRyHxJ7bCDgoKgq6uL9+/fo1OnTtDV1YWJiQnGjx+PrKysYh23jY0NAIg0ATh79iy+fv2K4cOHiyw7YsQIfP/+HUeOHBFOs7W1RXh4OO7cuYOrV6/i4MGDsLe3l7ivFy9eAACaNm0qNo/P58tkvDlJxxMREQE+n4/BgwcLp2lqamLAgAG4cuUK3r59K3I8K1aswIsXL7Bnzx48f/4c1tbWBe4zICAA1atXx5w5c8BoFBFC5ILP58PKykqsudLevXvRrl07VKlSRTitRYsWqF69Onbv3i2cVqVKFTx79gx79uzBixcvsGLFinzPVQB3vmrQoAHU1dXF5pmampb4eExNTaGtrS1yPA8fPsTDhw8xePBgqKrmDBk7fPhwMMYQEREhnGZra4uDBw/i6tWruHPnDsLDwws8HgCoUKECxo4di0OHDuHmzZtFLnO9evXQpUsXkWl16tQBj8fD3bt3hdP+/vtv8Hg8PHr0CID4PWc2NjZ48OABzp8/L4yRee/bTktLw6+//goTExPo6Oigc+fOEpuq5lWUOPn9+3eMGzcOVlZW0NDQQI0aNbBkyRKx8ziPx8PIkSOxf/9+ODo6QkNDAw4ODjh+/LhwmdzN3CX95Xbt2jW0bt0aFStWhLa2Njw9PXHp0iWRZQTN4h8+fIiePXvCwMAAzZo1AwBkZmbi999/h52dHTQ0NGBjY4PffvtNqnspBe/Py5cv4ePjAx0dHZibm4vFr9xNXZctWybc18OHDwEAjx8/hp+fHwwNDaGpqQlXV1eR308CCQkJGDt2LGxsbIRNevv27Sts7l/Qb53Cyij4bAT3nM2aNQsTJkwAAFStWlX43gu+d6GhoWjevDlMTU2hoaGB2rVrY+3atSLbK+i7md89Z3v27EH9+vWhpaUFY2Nj9O7dG+/fv5f4vsvy91tRUXJGyhxHR0fo6+vjwoULwmlRUVFQUVHBnTt3kJSUBIC7+fry5cvw8PCQuJ1atWphzpw5AIDBgwdj27Zt2LZtm8jy8fHxaN26NZydnRESEoKaNWti0qRJOHbsWKHlzMrKgo+PD4yMjLBkyRJ4enoiJCQEGzZskPpYv379itjYWNy4cQP9+vUDAPzyyy/C+bdu3QIAuLq6iqxXv359qKioCOcDwNChQ6GqqgoXFxc0btwYjRo1knhPAwBhkhMeHi6zG9gzMzPx5csXfPjwAf/88w+mTZuGChUqoGHDhiLHU716dejp6YmsK1gm972Bf/zxB44fP45q1aqhZ8+eWLBgAYyNjQssA5/Px7Rp03Dnzh3s27dPJsdFCOF+PH/58gUvXrzA0qVLcezYMZFz1fv37xEbGyt2rgK4/+/c5ypTU1PMmjULAQEBqFatGk6fPo0FCxbku29ra2ucPn0a7969k9nxJCQk4PPnz7h37x4GDhyIpKQkqc695ubmsLS0FDmeTp06wcnJCY0bN4aLiwt0dXVFLkDlZ/To0TAwMChWJwru7u64ePGi8HVcXBwePHgAFRUVREVFCadHRUXBxMQEtWrVkridZcuWwdLSEjVr1hTGyKlTp4osM2rUKNy5cwczZ87EsGHDcOjQIYwcOVKqckoTJxlj6NChA5YuXYrWrVvjzz//RI0aNTBhwgT8+uuvYtu8ePEihg8fjoCAACxatAipqano2rUrvn79CgAwMTERHovgb/PmzahYsSJMTEyE2zlz5gw8PDyQlJSEmTNn4o8//kBCQgKaN2+O6Ohosf1269YNP378wB9//IFBgwYBAAYOHIgZM2agXr16WLp0KTw9PTF//nwEBARI/f60bt0aZmZmWLRoEerXr4+ZM2di5syZYsuGhoZi5cqVGDx4MEJCQmBoaIgHDx6gUaNGePToESZPnoyQkBDo6OigU6dOIjEwOTkZ7u7uWLlyJVq1aoXly5dj6NChePz4caH/V0Upo0CXLl3Qo0cPAMDSpUuFn4Pg/V+7di2sra3x22+/ISQkBFZWVhg+fDhWr14t3IY0383cwsLC0L17d/D5fMyfPx+DBg1CZGQkmjVrJnYhSRa/30pEkdV2hBSXr68va9iwofB1ly5dWJcuXRifz2fHjh1jjDF28+ZNBoAdOHBAuJynp6dIFXhhzRoBsK1btwqnpaWlsUqVKrGuXbsKpwmameTeRmBgIAPA5syZI7LNunXrsvr160t9nBoaGsJ7D4yMjNiKFStE5o8YMYLx+XyJ65qYmLCAgACRaVlZWez27dvs8ePHBe43OztbePxmZmasR48ebPXq1SLNkYrqypUrwmMBwGrUqMHOnj0rsoyDgwNr3ry52LoPHjxgANi6detEpn///p1du3aNffz4scB9524KlJmZyezt7Zmzs7Pwvgpq1khIyQwZMkT4v62iosL8/PxEmlULzrW5z6cCEyZMYABYamqqyPR3796x6OholpKSUuC+N23axAAwdXV15u3tzaZPn86ioqJKdL9JjRo1hMejq6vLpk2bJrI9QZOsN2/eiK3boEED1qhRI7HpDx8+ZHfu3BG75zWv3E3qZ8+ezQCw//3vf4wx6Zs17tmzhwFgDx8+ZIwxdvDgQaahocE6dOjA/P39hcs5OTmxzp07C18LmirmbmpWWLPGFi1aiBzT2LFjGZ/PZwkJCQWWUdo4uX//fgaAzZ07V2Q5Pz8/xuPx2PPnz4XTBN+D3NPu3LnDALCVK1fmW5bhw4czPp/Pzpw5wxjjYqC9vT3z8fERObYfP36wqlWrspYtWwqnCeJHjx49RLZ5+/ZtBoANHDhQZPr48eMZAOG+8iN4f0aNGiWclp2dzXx9fZm6urowXgm+E3p6eiw2NlZkG7/88gurU6eOyP9WdnY2a9KkCbO3txdOmzFjBgPAIiMjxcohOP6CfusUVkbGuM9m5syZwtcFNWv88eOH2DQfHx9ma2srMi2/7+bZs2cZAOFvjPT0dGZqasocHR1FzieHDx9mANiMGTPEjqmkv99KgmrOSJnk7u6Omzdv4vv37wC4K2Vt27aFi4uL8KpgVFQUeDyesHlBcejq6qJ3797C1+rq6mjYsCFevnwp1fpDhw4VK7e06wLAsWPHcPToUYSEhKBKlSrC4xVISUmR2JQH4JoDpqSkiExTUVGBs7MzatSoUeB+eTweTpw4gblz58LAwAA7d+7EiBEjYG1tDX9//2L1rlS7dm2cPHkS+/fvx8SJE6GjoyPWW2NKSgo0NDQkHotgfm7a2tpo2LAhKlWqJHU5ctee7d+/v8jHQQgRN2bMGJw8eRJbtmxBmzZtkJWVhfT0dOF8wf9uUf6/LSws0KBBA+H8/PTv3x/Hjx+Hl5cXLl68iN9//x3u7u6wt7fH5cuXi3U8oaGhOH78ONasWYNatWohJSVFpElTYceT91gArrWGk5OTWNO5gghqz2bPnl2k8ru7uwOAsIVJVFQUGjRogJYtWwpjZEJCAu7fvy9ctrgGDx4sckzu7u7IysrC69evpVq/sDh59OhR8Pl8BAcHiyw3btw4MMbEWrK0aNECdnZ2wtdOTk7Q09PLN/Zu3boVa9aswaJFi+Dt7Q2Aa6Xx7Nkz9OzZE1+/fsWXL1/w5csXfP/+Hb/88gsuXLggNiRN3uM4evQoAIjV7o0bNw4ARG47KEjuWkhBs8309HScOnVKZLmuXbuK1PzFxcXhzJkz6N69O759+yY8BkFPx8+ePRM26du7dy+cnZ3RuXNnsf1L832VtozS0tLSEj5PTEzEly9f4OnpiZcvXyIxMbHI27tx4wZiY2MxfPhwkfOJr68vatasKfGzKOnvt5JQLXwRQpSPu7s7MjMzceXKFVhZWSE2Nhbu7u548OCBSHJWu3ZtGBoaFns/lpaWYicmAwMDkTb7+dHU1BQ5UQrWjY+Pl3r/gkDRpk0bdOzYEY6OjtDV1RWeCLW0tER+AOWWmpoqcoIrKg0NDUydOhVTp07Fx48fcf78eSxfvhy7d++Gmpoatm/fjvT0dMTFxUlcX1dXF7q6usLXenp6aNGiBQCgY8eO2LFjBzp27IibN2/C2dlZeDyS2uKnpqYK58tCr1698Pvvv2POnDno1KmTTLZJSHlWs2ZN1KxZEwDQt29ftGrVCu3bt8e1a9fA4/GE/7vy+v/28fGBj48Pfvz4gf/973/4+++/sW7dOrRr1w6PHz+GqakpPn/+LPGeET6fL3aubty4sfB5QECAsNmfoAv7wo5HVueqihUrYsyYMZg5cyZu3boFAwMDqdYzMzODvb09oqKiMGTIEERFRcHb2xseHh4YNWoUXr58iUePHiE7O7vEyVnuewgBCMsoTayTJk6+fv0a5ubmqFChgshygs8kbxKYtzyStilw+/ZtDB06FD169BBJop49ewYACAwMzLfsiYmJIp9H1apVRea/fv0aKioqqFatmsj0SpUqQV9fX6rkVUVFBba2tiLTqlevDgBiQ+vk3f/z58/BGMP06dMxffp0iduPjY2FhYUFXrx4ga5duxZanpKWUVqXLl3CzJkzceXKFfz48UNkXmJiIipWrFik7Qnea0kXpmvWrCnSBBiQze+3kqCaM1Imubq6QlNTExcuXEBUVBRMTU1RvXp1uLu7Izo6GmlpaYiKiipx0OHz+RKnMyk6k8hv3eKys7ND3bp1ER4eLpxWuXJlZGVlITY2VmTZ9PR0fP36Febm5jLZd+XKlREQEIALFy7A3t4eu3fvRmZmJi5fvozKlStL/CtsHB7Bzeq7du0S2c/Hjx/FlhVMk9XxCGrPbt++jQMHDshkm4SQHH5+frh+/TqePn0KgPvfBpDv/7ehoaHEWqii0tbWhru7O1atWoVp06YhPj5eWLPSoEEDiecqQcdQ+TEwMEDz5s3Fzr0FHY+szlUAV3umr69f5NqzZs2aISoqCikpKfjf//4Hd3d34T3bUVFRiIqKgq6uLurWrVui8ilTnCxom3nLEx8fj65du6J69erYuHGjyDxBrdjixYtx8uRJiX+5Lz4C+V9cKEpNaUnk3b/gGMaPH5/vMeRNHJXBixcv8Msvv+DLly/4888/ceTIEZw8eRJjx44FALEaS3mQx/eyKKjmjJRJguaFUVFRqFKlijAJc3d3R1paGsLDw/Hp06d8OwMRKK2TpqykpKSIXKl1cXEBwFXZt23bVjj9xo0byM7OFs6XFTU1NTg5OeHZs2f48uULnJ2dJQ4QDUDsSlpeaWlpyM7OFmmi4OLigrNnzyIpKUmkU5Br164J58tK7969MXfuXMyePRsdOnSQ2XYJITnN/gT/3xYWFjAxMcGNGzfElo2Ojpb5uQrI6axDkECFh4dLbG4oTS1XSkqK2LkK4M61uTs1+vDhA969eydVhx/SEtSezZo1q8CanLzc3d0RGhqKXbt2ISsrC02aNIGKioowaXv06BGaNGlS6A9RRcdJa2trnDp1Ct++fROpPXv8+LFwflFlZ2ejV69eSEhIwKlTp6CtrS0yX9AsMneLj+KUOzs7G8+ePRPpcOXTp09ISEiQqtzZ2dl4+fKlsCYKgPCCh6DH4/wIYrCamlqhx2BnZ5fvQOvyKmN+36tDhw4hLS0NBw8eFKkFPXv2rNTbyEvwXj958gTNmzcXmffkyZNifYfkiWrOSJnl7u6Oa9eu4ezZs8LkzNjYGLVq1cLChQuFyxRER0cHAEo0Qr2sZWZmSqw6j46Oxr1790R6B2vevDkMDQ3Fuphdu3YttLW14evrW6wyPHv2DG/evBGbnpCQgCtXrsDAwAAmJiYwMDBAixYtJP4JAkNCQgIyMjLEtiW4Upn7ePz8/JCVlSXSI1JaWhpCQ0Ph5uYGKyurYh2PJLlrzyR1K0wIKVzeWnsAyMjIwNatW6GlpYXatWsLp3ft2hWHDx8WGRLj9OnTePr0Kbp161bsMpw+fVridME9P4KmTE2bNpV4rso9ZIik44mJicHp06dFzlUODg6oWbMmNmzYINJUcu3ateDxePDz8yv28UgyZswY6OvrC3sYloYg/i1cuBBOTk7CpmDu7u44ffo0bty4IVXrEh0dHYXGyLZt2yIrKwurVq0Smb506VLweDy0adOmyNucPXs2Tpw4gZ07d4o1BwS4Ho/t7OywZMkSsXujAUg1VIDggumyZctEpv/5558AIHV8zn3cjDGsWrUKampqIr2HSmJqagovLy+sX79eYg1v7mPo2rVrvr0YS1MDWpwy5vf7S3CxIPd+ExMTERoaKnEb0nw3XV1dYWpqinXr1olc4D527BgePXpU7N9K8kI1Z6TMcnd3x7x58/D27VuRAOPh4YH169fDxsYGlpaWBW7Dzs4O+vr6WLduHSpUqAAdHR24ublJPFmXluTkZFhZWcHf3x8ODg7Q0dHBvXv3EBoaiooVK4q0HdfS0sLvv/+OESNGoFu3bvDx8UFUVBS2b9+OefPmFft+uzt37qBnz55o06YN3N3dYWhoiPfv32PLli348OEDli1bJnW1/7lz5xAcHAw/Pz/Y29sjPT0dUVFRiIyMhKurq0iHK25ubujWrRumTJmC2NhYVKtWDVu2bEFMTAw2bdpUrGMpiODes9xd9BNCpDdkyBAkJSXBw8MDFhYW+PfffxEeHo7Hjx8jJCREpOnXb7/9hj179sDb2xujR49GcnIyFi9ejDp16giHCimOjh07omrVqmjfvj3s7Ozw/ft3nDp1CocOHUKDBg3yHTJEkjp16uCXX36Bi4sLDAwM8OzZM2zatAkZGRli3fkvXrwYHTp0QKtWrRAQEID79+9j1apVGDhwYL5d0xdXxYoVMXr06CI1baxWrRoqVaqEJ0+eYNSoUcLpHh4emDRpEoDCL2ACXKKydu1azJ07F9WqVYOpqalY7YM8tW/fHt7e3pg6dSpiYmLg7OyMf/75BwcOHMCYMWNEOv+Qxr179/D777/Dw8MDsbGx2L59u8j83r17Q0VFBRs3bkSbNm3g4OCAfv36wcLCAu/fv8fZs2ehp6eHQ4cOFbgfZ2dnBAYGYsOGDUhISICnpyeio6OxZcsWdOrUSXhPeUE0NTVx/PhxBAYGws3NDceOHcORI0fw22+/id0TJcnq1avRrFkz1KlTB4MGDYKtrS0+ffqEK1eu4N27d7hz5w4AYMKECYiIiEC3bt3Qv39/1K9fH3FxcTh48CDWrVsnvC9clmWsX78+AGDq1KkICAiAmpoa2rdvj1atWkFdXR3t27fHkCFDkJycjL/++gumpqZiSaa03001NTUsXLgQ/fr1g6enJ3r06IFPnz5h+fLlsLGxETaZVBql0ickIXKQlJTE+Hw+q1ChAsvMzBRO3759OwPA+vTpI7ZO3q70GWPswIEDrHbt2kxVVVWkm9jc3RnnFhgYyKytrYWv8+teVkdHR2xdQZe7BUlLS2OjR49mTk5OTE9Pj6mpqTFra2s2YMAAiV3OMsbYhg0bWI0aNZi6ujqzs7NjS5cuLbS75oJ8+vSJLViwgHl6erLKlSszVVVVZmBgwJo3b84iIiKKtK3nz5+zvn37MltbW6alpcU0NTWZg4MDmzlzJktOThZbPiUlhY0fP55VqlSJaWhosAYNGrDjx48X+1gYK7j7aUF30KCu9Akpsp07d7IWLVowMzMz4XmiRYsWIkOY5Hb//n3WqlUrpq2tzfT19VmvXr3Yv//+W+IyBAQEMDs7O+E5pnbt2mzq1KksKSmpSNuaOXMmc3V1ZQYGBkxVVZWZm5uzgIAAdvfuXYnL79u3j7m4uDANDQ1maWnJpk2bxtLT00t0PPnFnvj4eFaxYkWputIX6NatGwPA/v77b+G09PR0pq2tzdTV1cWGKZDUlf6///7LfH19WYUKFRgAYQwVLHv9+nWRbeTtxjw/RYmT3759Y2PHjmXm5uZMTU2N2dvbs8WLF4vFOQBsxIgRYtu0trZmgYGBIuXL7y+3W7dusS5dujAjIyOmoaHBrK2tWffu3dnp06fFyispfmRkZLDZs2ezqlWrMjU1NWZlZcWmTJkiNmxEQe/PixcvhP8zZmZmbObMmSLDOhQ2vMKLFy9Y3759WaVKlZiamhqzsLBg7dq1E4vlX79+ZSNHjmQWFhZMXV2dWVpassDAQPblyxeR/Uj6rVNYGRkT70qfMcZ+//13ZmFhwVRUVES+dwcPHmROTk5MU1OT2djYsIULF7LNmzdL/d3M7zv4999/s7p16zINDQ1maGjIevXqxd69eyfxfc9Lmt9vssJjTIr6SkIIIYQQQkipCAoKQkREhMRmlcqiLJSxLKJ7zgghhBBCCCFECZSp5CwtLQ2TJk2Cubk5tLS04Obmlm9PcbnNmjULPB5P7K+wgS0JIYQQeUpOTsbMmTPRunVrGBoagsfjISwsTOr1ExISMHjwYJiYmEBHRwfe3t64efOm/ApMCCFErspUhyCC6tMxY8bA3t4eYWFhaNu2Lc6ePYtmzZoVuv7atWtFbk5W9DgGhBBCyrcvX75gzpw5qFKlCpydnXHu3Dmp183Ozoavry/u3LmDCRMmwNjYGGvWrIGXlxf+97//wd7eXn4FJ4QQIhdl5p6z6OhouLm5YfHixRg/fjwAIDU1FY6OjjA1NcXly5fzXXfWrFmYPXs2Pn/+DGNj49IqMiGEEFKgtLQ0xMfHo1KlSrhx4wYaNGiA0NBQBAUFFbru7t274e/vjz179gi7bv/8+TOqV6+ONm3aYMeOHXIuPSGEEFkrM80aIyIiwOfzRQZ21NTUxIABA3DlyhWRcVPywxhDUlKSVGM2EEIIIfKmoaGBSpUqFWvdiIgImJmZoUuXLsJpJiYm6N69Ow4cOCAyng8hhJCyocwkZ7du3UL16tWhp6cnMr1hw4YAINU4Rba2tqhYsSIqVKiA3r1749OnT/IoKiGEECJ3t27dQr169aCiIhrKGzZsiB8/fuDp06cKKhkhhJDiKjP3nH38+BGVK1cWmy6Y9uHDh3zXNTAwwMiRI9G4cWNoaGggKioKq1evRnR0NG7cuCGW8OW1c+dO7Ny5M9/5x44dg5GRkdj0eunpOBofjxg+H42MjZGa2hqJiWFQU7sBQ8N2Be6zrEpKSir0/SxP6P3IQe9FDnovRBkZGeHBgweKLkaZ8/HjR3h4eIhNzx0X69SpI3Hd4sa1CtnZePb5MwDA2tQUaTxecYpeptD/qyh6P3LQe5GD3gtRJYlrZSY5S0lJgYaGhth0QY+LKSkp+a47evRokdddu3ZFw4YN0atXL6xZswaTJ08ucN89evRAjx498p1fqVIl/Pvvv+IzoqMBNzfYWFnh31evcO4c4O0N2Nm54tEjCcv/BDp06ICDBw8quhhKg96PHPRe5KD3QlSHDh0UXYQyqSRxsdhxLTkZqFABAPD65UtAR6eIpS576P9VFL0fOei9yEHvhaiSxLUy06xRS0tLYvv51NRU4fyi6NmzJypVqoRTp07JpHwSCZqaZGUBAPT1uZcJCfLbJSGEkPJB1nFRKrl7Of4vthFCCJGdMpOcVa5cGR8/fhSbLphmbm5e5G1aWVkhLi6uxGXLlyCIZWcDAAwMuJfx8fLbJSGEkPJBHnGxUJScEUKIXJWZ5MzFxQVPnz5FUlKSyPRr164J5xcFYwwxMTEwMTGRVRHF5VNzlpYG/HdhkxBCCCkWFxcX3Lx5E9n/XQAUuHbtGrS1tVG9enXZ75SSM0IIkasyk5z5+fkhKysLGzZsEE5LS0tDaGgo3NzcYGVlBQB48+YNHj9+LLLu5/9uXs5t7dq1+Pz5M1q3bi2/QuepOatQARDcO01NGwkhhEjr48ePePz4MTIyMoTT/Pz88OnTJ0RGRgqnffnyBXv27EH79u0l3o9WYrl7hqTkjBBCZK7MdAji5uaGbt26YcqUKYiNjUW1atWwZcsWxMTEYNOmTcLl+vbti/Pnz4uMZWZtbQ1/f3/UqVMHmpqauHjxInbt2gUXFxcMGTJEfoXOU3OmosLVnsXHc3/FHNqGEELIT2TVqlVISEgQ9jp86NAhvHv3DgAwatQoVKxYEVOmTMGWLVvw6tUr2NjYAOCSs0aNGqFfv354+PAhjI2NsWbNGmRlZWH27NnyKSyPxwWz7GxKzgghRA7KTHIGAFu3bsX06dOxbds2xMfHw8nJCYcPH5bYlXBuvXr1wuXLl7F3716kpqbC2toaEydOxNSpU6GtrS2/AuepOQNykjOqOSOEEAIAS5YswevXr4WvIyMjhbVhvXv3RsWKFSWux+fzcfToUUyYMAErVqxASkoKGjRogLCwMNSoUUN+BebzKTkjhBA5KVPJmaamJhYvXozFixfnu8y5c+fEpv31119yLFUB8tScAVynIK9eAV+/KqZIhBBClEtMTEyhy4SFhSEsLExsuoGBATZu3IiNGzfKvmD54fOBjAxKzgghRA7KVHJW5kioOTM15R4l3AZHFOjWrVuYPXs2srKywJPhoKrv37+nMZz+Q+9Fjp/9vWCMgc/nY+bMmahbt66ii0NkTRDbKDlTahTX5I/eixw/+3tRmnGNkjN5klBzJkjOYmMVUB4i0a1btzBp0iTs2rULhoaGii4OIT+FuLg4BAQEYOHChZSg/WwoOVN6FNcIkb3SimtlprfGMqmAmjNKzpTH7NmzKYARImOGhobYtWuX/DqmIIpDyZnSo7hGiOyVVlyj5EyeqOasTMjKyqIARogcGBoaIot+wP98VP9rdEOfrdKiuEaIfJRGXKPkTJ7onrMyQZZt8Qkhouj/6ydENWdKj/7vCJEfef9/UXImT4Kas+xs4L9x16jmjBBCSJlGyRkhhMgNJWfyJAhgACVnhBBCfg6UnBFCiNxQciZPKrne3v+CWO7k7L98jRBCCCk7KDkjhBC5oeRMnnLXnP1335mJCfcyIwNITFRAmQghhJCSoOSMEELkhpIzeZJQc6apCVSowE2ipo2ElK5v375h8ODBMDIygr6+Pvr06YO4uDhFF4uQsoWSM0KUBsW1nw8lZ/IkoeYMoPvOiKjdu3eDx+Nh3759YvOcnZ3B4/Fw9uxZsXlVqlRBkyZNAABhYWHg8XjCP1VVVVhYWCAoKAjv378XWS/vsrn/Jk+eLJ+DVAKMMXTp0gX79u3DxIkTMX36dJw6dQqtW7dGRkaGTPbx4sULDBkyBLa2ttDU1ISenh6aNm2K5cuXIyUlReI6a9asAY/Hg5ubm8T5eT8vTU1NVK9eHSNHjsSnT5/yXS7v39WrV2VyjIRQckYKQ3GtdFBc+znjmqqiC/BTk1BzBnDJ2YsXlJwRTrNmzQAAFy9eROfOnYXTk5KScP/+faiqquLSpUvw9vYWznv79i3evn2LgIAAkW3NmTMHVatWRWpqKq5evYqwsDBcvHgR9+/fh6ampsRlc3N0dJT14SmN/fv349SpU7hy5QoaNWoEAGjRogXq1auHLVu2YODAgSXa/pEjR9CtWzdoaGigb9++cHR0RHp6Oi5evIgJEybgwYMH2LBhg9h64eHhsLGxQXR0NJ4/f45q1apJ3H7uz/bixYtYu3Ytjh49ivv370NbW1tsubzy2y4hRUbJGSkExbXSQXHt54xrlJzJE9WcESmYm5ujatWquHjxosj0K1eugDGGbt26ic0TvBYEQIE2bdrA1dUVADBw4EAYGxtj4cKFOHjwILp3757vsuXB1q1bUb9+fWEAA7gruB4eHti2bVuJgtirV68QEBAAa2trnDlzBpUrVxbOGzFiBJ4/f44jR45IXO/y5cuIjIzEkCFDEB4ejpkzZ0rcR97P1sjICH/++ScOHDiAHj16SFyOELn4iQah/voVSEri4rKOjqJL8/OguFY6KK79nKhZozzlrjmj5IwUoFmzZrh165ZIE4FLly7BwcEBbdq0wdWrV5Gd6zt06dIl8Hg8NG3atMDturu7A+CaJcjTrFmzwOPx8PTpU/Tu3RsVK1aEiYkJpk+fDsYY3r59i44dO0JPTw+VKlVCSEiIyPqvX7/G8OHDUaNGDWhpacHIyAjdunVDTEyMcJmUlBTUrFkTNWvWFHmf4uLiULlyZTRp0gRZBfxYvHz5Mho3biw23c3NDVevXi1w3cIsWrQIycnJ2LRpk0gAE6hWrRpGjx4tNj08PBwGBgbw9fWFn58fwsPDpd5n8+bNAXCBkJBSJUjOMjMVW44SePwY6NMHMDMDbG0BIyOgd2+uVQuRDYprFNcorhUPJWfylHsE8TzNGgFKzpQVY8D377L7k2bIhGbNmiEjIwPXrl0TTrt06RKaNGmCJk2aIDExEffv3xeZV7NmTRgZGRW4XUEQMDAwEJuXmJiIL1++iPyVlL+/P7Kzs7FgwQK4ublh7ty5WLZsGVq2bAkLCwssXLgQ1apVw/jx43HhwgXhetevX8fly5cREBCAFStWYOjQoTh9+jS8vLzw48cPAICWlha2bNmC58+fY+rUqcJ1R4wYgcTERISFhYGfu7Y6l2/fviE2NhYmJiZix2xqaor09HS8e/eu2Md96NAh2NraCu+VkFZ4eDi6dOkCdXV19OjRA8+ePcP169elWlfwwyTvd0DS5/r169cilYuQApXx5OzoUaBhQ2D7di40q6sDaWlAeDjg4gL884+iSyh7FNeKj+IaxbVSx+Tg/PnzBf5duHCBRUdHsw8fPshj96XOzMws/5kqKowBjH38KJy0ahU3qVOnUihcKWvfvr2ii1BkecucnMx9PrL6S04uvAwPHjxgANjvv//OGGMsIyOD6ejosC1btjDGuO/Y6tWrGWOMJSUlMT6fzwYNGiRcPzQ0lAFgp06dYp8/f2Zv375lERERzMTEhGloaLC3b9+KLSvpr7hmzpzJALDBgwcLp2VmZjJLS0vG4/HYggULhNPj4+OZlpYWCwwMFE778eOH2DavXLnCALCtW7eKTJ8yZQpTUVFhFy5cYHv27GEA2LJlywos37t37/I9ZsHfnTt3inXsiYmJDADr2LFjkda7ceMGA8BOnjzJGGMsOzubWVpastGjR4ssJ+mz3bVrFzMyMmJaWlrs3bt3IstJ+tPQ0CjWscmCNOeEsnDeoLiWi7s7d3KLiCi9AsnI1q05YblZM8YuXWIsO5ux6Oicw9LWZuzmzZx1ysL3My+KaxTXKK7Jj7zjmlzuOfPy8gIvd61RAezt7TF79mz4+/vLoyiKp6LCNWnMVXNmbc09vn6toDIRpVOrVi0YGRkJ29zfuXMH379/F16xatKkCS5duoThw4fjypUryMrKEmuXD3A3AudmY2OD7du3w9LSUmzZ1atXo3r16jI9jtzt2/l8PlxdXfHu3TsMGDBAOF1fXx81atTAy5cvhdO0tLSEzzMyMpCUlIRq1apBX18fN2/eRJ8+fYTzZ82ahcOHDyMwMBDJycnw9PREcHBwgeUSnI8GDhwodq45fvw4QkJCpD5n5ZWUlAQAqCAYI0NK4eHhMDMzE94Qz+Px4O/vj+3btyMkJETsamnez9ba2hrh4eGwsLAQmS7pc83vyiuRHsW1XATfpzJWc3b/PjB4MBeS+/cH1q7las0AoEED4NQpoEMH4MQJ7vH2ba65IykeimsU1yiuFY9ckrPjx49j0qRJSEtLw6BBg4S9qTx79gwbN26ElpYWpk2bhtevX2P9+vXo2bMn+Hw+/Pz85FEcxeLzuQCWq101JWfKTVsbSE6W7fYKw+Px0KRJE1y4cAHZ2dm4dOkSTE1Nhf87TZo0wapVqwBwTT8A8ZumgZwTWGJiIjZv3owLFy5AQ0ND4j4bNmwo8xtsq1SpIvK6YsWK0NTUhLGxsdj03E0SUlJSMH/+fISGhuL9+/dgudrMJOYZrV1dXR2bN29GgwYNoKmpidDQ0EIDkJ6eHgDAyspKLBg8fvxYZJmiEqz37ds3qdfJysrCrl274O3tLdK23s3NDSEhITh9+jRatWolso7gs1VVVYWZmRlq1KgBFRXxluny+FwJxTURZbBZY1oaEBAApKYCbdoAf/0lels4wCVqu3YBbm7A06fAhAnA5s2KKa+sUVwrPopr0qG4JjtyS840NTVx7do1qAsuS/1n+PDh8PLywtWrV7Fw4UIMHToUrq6uWLhw4c8ZxARfMgk1Z3FxwLdvOYNSE+XA4ymm165mzZrh0KFDuHfvnrBdvkCTJk0wYcIEvH//HhcvXoS5uTlsbW3FtpH7BNapUyc0a9YMPXv2xJMnT6Crqyv3Y5B0JSu/q1u5A9WoUaMQGhqKMWPGoHHjxqhYsSJ4PB4CAgJEbhgXOHHiBAAgNTUVz549k9jFbm66urowNTXFx48fxea9ffsW6urqEq/CSkNPTw/m5uYi904U5syZM/j48SN27dqFXbt2ic0PDw8XC2LlLTgpG4pruZTB5GzxYuDBA+6e77Aw8cRMQF8fCA0FmjXjHnNVbpRpFNeKj+KadCiuyY5cOgQJDw9Hz549xQIYAGhqaqJXr17YsmWL8HXv3r3x8OFDeRRF8QT/wLn+EfX0uAAAUO0ZyZF7XJhLly6J9FhVv359aGho4Ny5c7h27VqhvVkBXPCYP38+Pnz4ILw6qawiIiIQGBiIkJAQ+Pn5oWXLlmjWrBkSEhLElr179y7mzJmDfv36oW7duhg4cKDYVUhJmjZtihs3bohNF4wPIwi2b968ga+vL4yMjFCrVi0cP3680G23a9cOL168wJUrVwo/WHDnSFNTU+zZs0fsr0ePHti3b1++g3sSxaC4lksZ60r/2TNg7lzu+bJlOZ1y5adJE2DoUO55Pj2AEylRXKO4RnGt6OSSnH3//l1khO+8Pn78iORc9ev6+vo/b9tRCTVnADVtJOJcXV2hqamJ8PBwvH//XuQKo4aGBurVq4fVq1fj+/fvEpt+SOLl5YWGDRti2bJlSE1NlVfRS4zP54tccQSAlStXinUDnJGRgaCgIJibm2P58uUICwvDp0+fMHbs2EL30adPH9y4cQNRUVHCaTdu3MDFixeFbf+zs7PRvn17+Pj44NOnT9i8eTP69OlT4PkMACZOnAgdHR0MHDhQ4rIvXrzA8uXLAXBNXSIjI9GuXTv4+fmJ/Y0cORLfvn3DwYMHCz0mUnooruVShmrOGAOGD+eaNbZqxTVtlMbUqYCaGhAVBcTH28u3kD8ximsU1yiuFZ1cmjU2b94cy5YtQ6NGjdCuXTuReYcOHcLy5cvxyy+/CKfdvn0bNjY28iiK4kmoOQO45OzOHUrOSA51dXU0aNAAUVFR0NDQQP369UXmN2nSRDiOirRBDAAmTJiAbt26ISwsDEMFl4OlxOPx4OnpiXPnzhVpvaJq164dtm3bhooVK6J27dq4cuUKTp06Jdad7ty5c3H79m2cPn0aFSpUgJOTE2bMmIFp06bBz88Pbdu2zXcfnTp1wi+//IJOnTphwoQJUFVVxeLFi+Hq6orAwEAAQHR0NFJSUoQ3Yjdu3Bienp44duwYgoKC8t22nZ0dduzYAX9/f9SqVQt9+/aFo6Mj0tPTcfnyZezZs0e4/sGDB/Ht2zd06NBB4rYaNWoEExMThIeHF6tDiWPHjgnvN8itSZMmEpsMEelQXMulDCVnly9zHX2oqwNr1oiOcFMQCwugRw9g61bg5ctOci3jz4ziGsU1gOJaUcklOVu1ahW8vb3RsWNHWFhYwM7ODgCXZb9//x7W1tZYuXIlAK5t7Zs3b0o0irlSo5ozUgTNmjVDVFSUsLlHbk2bNkVISAgqVKgAZ2dnqbfZpUsX2NnZYcmSJRg0aJDU6wlqASQNPilry5cvB5/PR3h4OFJTU9G0aVOcOnUKPj4+wmVu3ryJP/74AyNHjhT2BAUAkydPxoEDBzBo0CA8ePAA+oI2w3nweDzs27cP48aNw6JFi4RXE5cvXw41NTUAXNOPV69eiWwjMzNT7AeFJB06dMDdu3exePFiHDhwAGvXroWGhgacnJwQEhIifO/Dw8OhqamJli1bStyOiooKfH19ER4eXqxxXGbMmCFxemho6E8ZxEpLeY1rqanA2bOAlxcg7HyuDPXWuGQJ99i3L/DfRya1ceO45OzDhyZ49Qoo5BYgkg+KaxTXKK4VUbE74S/E9+/fWUhICGvVqhWrUaMGq1GjBmvVqhULCQlhydIMkFGGFDgejKkpNyjIvXsik5cs4Sb7+8u5cKXsZxgPhnCOHDnCeDweu3v3rqKLUmouXrzI6tSpo+hi/FR+lnHOGCufcW3wYC5WTZiQa2avXtzEkBDFFE5KT58yxuNxRX34sHjbaNWKW3/cONmWTd7Kyv9UaaO4RmShTI5zBgDa2tr49ddf8euvv8prF2UD1ZyRMurs2bMICAhAnTp1FF2UUuPm5obs7GysXbtWOIbNtWvXYG1tLdadMil/ymNc27CBe1y8GFi06L+JZaRZ47Jl3D1nbdsCtWoVbxvDhwP//APs2AEsXJhTaUjKJoprFNfKArl0CLJ69eoC52dmZqJnz57y2LXyKeCeM4CSM6K8Fi9ejB07dii6GKVKVVUVR44cwYkTJ2BhYQFzc3PMmzdPYrfHpHwpj3EtPT3nucjtc2Wgt8a4OK4rfAAYP77422nTBlBT+4aPH4Hz52VTNqI4FNcorpUFcqk5Cw4OhpaWFvr37y82Ly0tDV27dsXJkyflsWvlk0/NmaCJ7MeP3MCQpTBUByFECtbW1ti/f7+ii0GUTHmMa48e5TyvWDHXjDJQcxYaCqSkAE5O3P1yxaWuDlSufAlv3rRGeDjQvLnMikhIqaG4VrbIpeZs9uzZGDx4MLZv3y4y/fv372jTpg1Onz6NiIgIeexa+eRTc2ZkBJiYcM+fPCnlMhFCCCmS8hjXcg+zFBuba4aSdwiSlcX1zAgAo0ZJ30NjfiwtuSqzyEggI6OEhSOEkELIpeZs2rRpSE1NRb9+/aCuro7u3bsjPj4ebdq0wcOHD3H06FGRXml+avnUnAFAzZrA58/c1UkpOs0hhBCiIOUxrv34kfM8Npa7xqiiAqWvOTt+HHj5EtDXB2TR0tTQ8BGMjYEvX7iu+T09S75NQgjJj9w6BJk7dy5SU1PRp08fJCQkYNWqVXj//j1OnjwJNzc3ee1W+QiuMEpIzmrV4ga4zN10hBBCiHIqb3EtJSXneVYWdx+XsTGUPjlbtYp7HDAA0NYu+fZ4vGy0aQNs2wYcOULJGSFEvuSWnAHAkiVLkJqaimHDhsHMzAznz5+Ho6OjPHepfApJzgBKzgghpKwoT3Etd80ZAHz6pPzJ2evXXM0ZjwcMGya77bZrxyVnhw/n6rWSEELkQCbJmWDUcUl4PB50dHTg4uKCDYI+ef+bvnz5clnsXrlJkZxJGPScEEKIAlFcE605A7hmfQCUurdGQUd83t5FH3S6IK1aceH80SOuyeTPOO4tIUQ5yCQ5WyVoQ1CA48ePi7wuThBLS0vDjBkzsG3bNsTHx8PJyQlz587Nd0Ty/LRs2RKnTp3CiBEjpCp7iRQQxATJ2bNn3E3G/w3mTgghRMHKQlw7deoU5s2bh3v37iEzMxPVq1fHqFGj0KdPnyKVIT95a86EHYQoac0ZY1ztFgD07i3bbevrA82acd3pHznCdTRCCCHyIJPeGrOzs4v8l1WMK25BQUH4888/0atXLyxfvhx8Ph9t27bFxYsXpd5GZGQkrly5UuR9F1sBvVpZWQE6OtysFy9Kr0iEEEIKpuxx7eDBg2jVqhXS09Mxa9YszJs3D1paWujbty+WLl1a3MMWkW9ypqS9Nd66xdVsaWoCXbrIfvvt2nGPR47IftuEECIgs670IyIi8O3bN1ltTkx0dDR27dqF+fPnY/HixRg8eDDOnDkDa2trTJw4UaptpKamYty4cZg0aZLcyimmgGaNPB7XYyMA3L9fekUihBBSOGWOa6tWrULlypVx5swZjBw5EiNGjMDp06dhZ2eHsLAwmZQvb7NGZa8527WLe2zfPs+4bDLi68s9nj3LjU9KCCHyILPkrEePHjA2Nkbz5s0REhKCRzLu5SIiIgJ8Ph+DBw8WTtPU1MSAAQNw5coVvH37ttBtLFq0CNnZ2Rg/frxMy1agApIzAKhXj3u8caOUykMIIUQqyhzXkpKSYGBgAA0NDeE0VVVVGBsbQ0tLSyblK0vNGhkDdu/mnvv7y2cfNWsCVasC6enA6dPy2QchhMgsOfv8+TO2bNkCKysrLFq0CI6OjrC1tcWoUaNw4sQJpKWllWj7t27dQvXq1aGnpycyvWHDhgCA27dvF7j+mzdvsGDBAixcuFBmgUsqhSRn/xUf16+XUnkIIULJyckYOHAgKlWqBB6PhzFjxii6SESJKHNc8/LywoMHDzB9+nQ8f/4cL168wO+//44bN25I3ZqkMGUpObtxg+upUVsbaNNGPvvg8XKaNh49Kp99EFJSFNfKPpl1pa+vr4+AgAAEBASAMYbo6GgcPXoUR48exZo1a6ClpQVvb2+0a9cObdu2hZWVVZG2//HjR1SuXFlsumDahw8fClx/3LhxqFu3LgICAoq0XwDYuXMndu7cme/8+Ph4dOjQQeK8eY8fow6AhX/8gUsSmpokJtoAWIELF76jffue4PFYkcunTKKjo/N9L5TV+/fvFbr/sLAw9OvXD9evX4erqysAYNasWZg9ezZMTU3x6tUraOcZrMfGxgaOjo44fPiwcBqPxwMADBgwABs3bhTbz9SpU/HHH38A4H50Ghsbi8w/d+4cVqxYgcuXLyMuLg76+vpwc3NDv3790OW/GzhiYmJQtWpVAMDvv/+OadOmie2nV69e2LFjB3R0dJCs5G1//vjjD4SFhWH69Omws7NDLUEvPUrmxYsXWLRoEU6ePIkPHz5AXV0dderUQffu3TF48GCxC05ZWVmwsrLCx48fcfToUbSR8GtV8B0T0NLSgo2NDbp06YKJEycKEwbB9zM/V65cQaNGjfKd//79+zJ3ThBQ5rg2ffp0vHr1CvPmzcPcuXMBANra2ti7dy86duxY6L6liWuHDp0C0AJ8fiqysjTx99/H8fjxGrR7+RKDAVw4exZLlOSzffgwCEAX6OtfQEDAEpluO3dc+/ffhgCmITz8HT5+HC7T/cgSxTUOxTWKa2UyrrFS8O+//7LNmzczPz8/VrFiRaaiosIcHR3Z5MmT2ePHj6Xahq2tLWvTpo3Y9BcvXjAAbOnSpfmue+bMGcbj8Vh0dLRwGgA2YsSIIh+LJGZmZvnPbN6cMYCxHTskzs7IYExLi1vk0SOZFEeh2rdvr+giFJmiyxwaGsoAsOvXrwunzZw5kwFgANiSJUvE1rG2tma+vr4i0wAwTU1Npq+vz9LS0sTWqVq1KtPU1GQA2OfPn0XmzZgxgwFg9vb2bMaMGWzTpk1s0aJFzMvLiwFg4eHhjDHGXr16JdxP7dq1xfaRnJzMdHR0mKamJtPR0SnW+1Ga3NzcWNOmTRVdjAIdPnyYaWlpMX19fRYcHMw2bNjAVq1axQICApiamhobNGiQ2Dr//PMPA8BsbGxYr169JG5X8B1bu3Yt27ZtG1u7di3r3LkzA8AaN27MsrOzGWM53885c+awbdu2if3l/S7lJc3/l6L/B4tD0XEtIyODTZs2jXXr1o3t3LmTbd++nXl4eDBdXV125cqV4h6WkJmZGfP352KTrS336O//38xVq7gJfn4l3o8sZGczZm3NFSkiQvbbz/39jItjjMfj9vXhg+z3JSuK/p+iuKY4FNfKflwrleQst4yMDHbmzBk2fvx4Vrt2bTZnzhyp1nNwcGDNmzcXm/7gwQMGgK1bty7f/Tk6OrK+ffuKTC+15KxlS+4svm1bvos0bcotsnWrTIqjUIoOCMWh6DIXFMRcXFyYmZkZ+/Hjh8g6+QWxTp06MRUVFbZ//36ReZcuXWIAWNeuXcWC2J49exgA5ufnx9LT08XKd/z4cXbo0CHGWE4Q69KlCwPAbt++LbJseHg4U1NTY+3bt1faIJaVlcVSUlIYY1xgz/s+KpOXL18yXV1dVrNmTfZBwi/BZ8+esWXLlolN79u3L6tXrx5bvnw509HRYcnJyWLLCL5jeYOQ4LO9fPkyY0zy97MoftbkLLfSjmuMMTZkyBDm7OzMsrKyhNPS09OZvb09a9iwYdEPIg8zMzPWvj0XmwQxysfnv5nr1nETOnUq8X5k4do1rjja2ox9/y777ef9fjo7c/vbtUv2+5IVRf9PUVwrXRTXOD9LXJPZPWfSUlVVhbe3NxYvXowHDx5g8uTJUq1XuXJlfPz4UWy6YJq5ubnE9bZu3YonT55gyJAhiImJEf4BwLdv3xATE4MfeRvWy1Ih95wBOfedXbsmv2KQsmnGjBn49OkT1q5dK9XyFhYW8PDwwA7BSKz/CQ8PR506deDo6Ci2zvTp02FoaIjNmzdDTcJgez4+PmgnuNHiP40bN0bVqlUl7qd169YwNDSUqrz5WblyJRwcHKCtrQ0DAwO4urqK7CsoKAg2NjZi682aNUvYDEaAx+Nh5MiRCA8Ph4ODAzQ0NHD8+HHweDy8evUKR44cAY/HA4/HQ0xMDNLT0zFjxgzUr18fFStWhI6ODtzd3XH27Fmx/WVnZ2P58uWoU6cONDU1YWJigtatW+NGnh5+tm/fjvr160NLSwuGhoYICAiQuhOj5ORkbNq0SWLzt2rVqmH06NEi01JSUrBv3z4EBASge/fuSElJwYEDBwrdl0Dz5s0BAK9evZJ6nfKutONaeno6Nm3aBF9fX6io5IRxNTU1tGnTBjdu3EB6enoxjkSUoLdGwVdPWe8527OHe2zfnrvnTN48PbnH8+flv6+fEcU1imsU1woms3vObt68WaTl+Xw+9PT0YG1tLdXyLi4uOHv2LJKSkkRunr72X0bj4uIicb03b94gIyMDTZs2FZu3detWbN26Ffv27UOnTp2KVH6pSZGcNW4MLF0KXLggnyKQssvd3R3NmzfHokWLMGzYMKk6s+nZsydGjx6N5ORk6OrqIjMzE3v27MGvv/6K1NRUkWWfPXuGx48fo3///qhQoUKRytajRw9s374dCxYsAI/Hw5cvX/DPP/9g27ZtYoPzFsVff/2F4OBg+Pn5YfTo0UhNTcXdu3dx7do19OzZs1jbPHPmDHbv3o2RI0fC2NgYlStXxrZt2zB27FhYWlpi3LhxAAATExMkJSVh48aN6NGjBwYNGoRv375h06ZN8PHxQXR0tMi5ZsCAAQgLC0ObNm0wcOBAZGZmIioqClevXhXeZzFv3jxMnz4d3bt3x8CBA/H582esXLkSHh4euHXrFvT19fMt96FDh2Bra4smTZpIfawHDx5EcnIyAgICUKlSJXh5eSE8PFzq9+7Ff4MuGhkZiUxPTEzEly9fRKbxeDyx5X4myhrXvn79iszMTInjqmVkZBR7zLW8BNctK1XiHpUxOWMsJznr1q109unpCaxYQclZcVFco7hGca0Qxa5zy4PH4zEVFZUi/1WoUIENHTpUrHo7r6tXrzIAbPHixcJpqamprFq1aszNzU047fXr1+xRrpu3Hj16xPbt2yf2B4C1bduW7du3T2K1alEU2KyxY0eu/cP69fkuEhvLLQIw9ulTiYqicIpuSlEcYmXOzmYsOVl2f/+1cc5PQc0/Pn/+zM6fP88AsD///FM4P7/mHyNGjGBxcXFMXV2dbfuvKe2RI0cYj8djMTExYlX+Bw4cKPTeltwEzT8WL17M7t+/zwCwqKgoxhhjq1evZrq6uuz79+8sMDCw2M0/OnbsyBwcHApcJjAwkFlbW4tNFxxfbgCYiooKe/Dggdjykt7HzMxMsXsb4uPjmZmZGevfv79w2pkzZxgAFhwcLLZdQbv2mJgYxufz2bx580Tm37t3j6mqqopNzy0xMZEBYB07dsx3GUnatWsncr/Bhg0bmKqqKouNjRVZTvBePXnyhH3+/Jm9evWKrV+/nmloaDAzMzP2/b/2YYLvp6Q/DQ2NQstTlps1Kmtcy8zMZPr6+qx69eoi39Vv374xS0tLVrNmzRIfu5mZGatbl4tLf/zBPZqb/zdz+3ZuQosWJd5PSQmaNOroyKdJI2Pi38/Pn3Nidp5/K6VBcY3iWm4U18pWXJNZzVloaGiRlmeM4du3b4iOjsaGDRvAGMO6devyXd7NzQ3dunXDlClTEBsbi2rVqmHLli2IiYnBpk2bhMv17dsX58+fB2MMAFCzZk3UFIz0nEfVqlXlV2MmIEXNmYkJ4OwM3LkDnDkDFKNDSSJLP34Aurqy215yMqCjU+zVPTw84O3tjUWLFmHo0KGFXmU0MDBA69atsXPnTvTu3Rs7duxAkyZNJF7NT0pKAoAiX10EAAcHBzg5OWHnzp1o1qwZduzYgY4dO4r1wFVU+vr6ePfuHa5fv44GDRqUaFsCnp6eqF27tlTL8vl88P/7v83OzkZCQgKys7Ph6uoqUpOyd+9e8Hg8zJw5U2wbgiYokZGRyM7ORvfu3UWuzlWqVAn29vY4e/YsfvvtN4nlKM5n8/XrV5w4cQJLly4VTuvatStGjBiB3bt3Y8SIEWLr1KhRQ+S1g4MDtmzZIvY5rl69GtWrVxeZJnifflbKGtf4fD7Gjx+PadOmoVGjRujbty+ysrKwadMmvHv3Dtu3by/eAechqDlT5maNglqzdu1Kp0kjABgbAw4OwIMHQFQU8F+nf8qN4ppUKK5RXFOGuCaz5CwwMLDY6+rr6+Pvv/8uMIgBXDPE6dOnY9u2bYiPj4eTkxMOHz4MDw+PYu9b7qRIzgDgl1+45Oz0aUrOiLhZs2bB09MT69atw9ixYwtdvmfPnujTpw/evHmD/fv3Y9GiRRKXEzSl+vbtW7HK1bNnT4SEhGDs2LG4fPlyvifkopg0aRJOnTqFhg0bolq1amjVqhV69uwpsWmytATdJEtry5YtCAkJwePHj5GRkSFxOy9evIC5uXmB9yE8e/YMjDHY29tLnC/pXgiB4nw2f//9NzIyMlC3bl08f/5cON3NzQ3h4eESg9jevXuhp6cHNTU1WFpaws7OTuK2GzZsKGzSUl4oc1ybOnUqqlatiuXLl2P27NlIS0uDk5MTIiIi0LVr12KXOzfBPWdmZtzj9+9cPqYqZVyTt9xNGrt3L919e3pyydn582UkOVNCFNcorkmjPMY1mSVnJeHt7Y0jR44UupympiYWL16MxYsX57vMuXPnpNqn4Aqk3BUhOfvzTy45Iwqmrc1dFZTl9krIw8MDXl5ewquMhenQoQM0NDQQGBiItLQ0dM/nl4ugVvnevXvFKlePHj0wZcoUDBo0CEZGRmjVqlWxtpNbrVq18OTJExw+fBjHjx/H3r17sWbNGsyYMUM4fknem6MF8rvPpigDz2/fvh1BQUHo1KkTJkyYAFNTU/D5fMyfP1/Ybl1a2dnZ4PF4OHbsmMSrcboFXMnW09ODubk57t+/L/X+wsPDASDfgP/y5UvY2tqKTPPw8BAbG4iUXGnEtZ49exb7fhVpCPoUMTXNmZaUBBgqSc3Z9evcwNM6OvIbeDo/zZoBa9aUoY68KK5JjeJawSiuyZ9SJGddunQRDgb40xEEsUKSMw8PQF0dePUKePIEyFMjS0oTj1ei5hryMmvWLHh5eWH9+vWFLqulpYVOnTph+/btaNOmTb4nqerVq6NGjRo4cOAAli9fXuBJVZIqVaqgadOmOHfuHIYNGwZVVdmcUnR0dODv7w9/f3+kp6ejS5cumDdvHqZMmQJNTU0YGBggISFBbL3Xr1+XeN8RERGwtbVFZGSkSLDM28zDzs4OJ06cQFxcXL5XGe3s7MAYQ9WqVcWaTkijXbt22LBhA65cuYLGjRsXuOyrV69w+fJljBw5Ep6C7uT+k52djT59+mDHjh0SB1glsvczxDVBcqatDWhpcTVpiYnKk5zt3s09tm/Pla80CVqm3brFvU/q6qW7/yKjuCY1imsU1xSt1LvSL3cEVxUKCWK6uoC3N/f84EE5l4mUSZ6envDy8sLChQvFeqeSZPz48Zg5cyamT59e4HKzZ8/G169fhb0y5fXPP//g8OHD+a4/d+5czJw5E6NGjSr8IKTw9etXkdfq6uqoXbs2GGPCphh2dnZITEzE3bt3hct9/PgR+/btK/H+BVcCc9euX7t2DVeuXBFZrmvXrmCMCa965iZYt0uXLuDz+Zg9e7ZYbT1jTOxY85o4cSJ0dHQwcOBAfPr0SWz+ixcvsHz5cgA5VxcnTpwIPz8/kb/u3bvD09NTuAwh0hAkZ+rqQMWK3PPERCjFPWeK6KUxNzs7wMCAe4+KWUFDQHGN4hrFNUmUoubsp1aEtvnt2wMnTgCHDgETJsi5XKRMmjlzJrwFWXwhnJ2d4ezsXOhy/v7+uHfvHubNm4dbt26hR48esLa2xtevX3H8+HGcPn1abNyX3Dw9PcWuaEkSFhaGfv36ITQ0FEFBQfku16pVK1SqVAlNmzaFmZkZHj16hFWrVsHX11d4E3FAQAAmTZqEzp07Izg4GD9+/MDatWtRvXr1Ind/nle7du0QGRmJzp07w9fXF69evcK6detQu3ZtJOdqFuTt7Y0+ffpgxYoVePbsGVq3bo3s7GxERUXB29sbI0eOhJ2dHebOnYspU6YgJiYGnTp1QoUKFfDq1Svs27cPgwcPxvjx4/Mti52dHXbs2AF/f3/UqlULffv2haOjI9LT03H58mXs2bNH+F6Gh4fDxcUFVlZWErfVoUMHjBo1Cjdv3kS9evWK/L4cO3YMjx8/FpvepEkTsSYl5OcguC1FkJz9+6/yJGfR0cCbN4pp0ghwFVENGgD//MM1r6xfv/TL8LOguEZxjeKaKErO5K2IydnIkcClS8CXL1yPUITk5uXlBU9PT5yX8QA7c+fORfPmzbFixQqsXbsWcXFxMDAwQKNGjXDgwAF06NChxPsQBABJg07mNmTIEISHh+PPP/9EcnIyLC0tERwcLNJswcjICPv27cOvv/6KiRMnomrVqpg/fz6ePXtW4iAWFBSEf//9F+vXr8eJEydQu3ZtbN++HXv27BG79yc0NBROTk7YtGkTJkyYgIoVK8LV1VVk/JbJkyejevXqWLp0qfBqpJWVFVq1aiXV+9qhQwfcvXsXixcvxoEDB7B27VpoaGjAyckJISEhGDRoEG7evInHjx8XeDW5ffv2GDVqFLZv316sIDZjxgyJ00NDQyk5+wkxllNzpqaWp+asgnQtQuQp98DTpd2kUSB3cibFLVMkHxTXOBTXKK4JFbsTfiJU4DhnQ4dyg6HMmiXVtlxcuMU3bpRR4UqZso5XVJCyWOayqFu3bqxBgwaKLgYpZWV5nLPyzNTUXDiW19evjLVsyT3fupUxduEC96J6dYWULTubsSpVuCLs3Sv//eX3/dy/nyuDo6P8y1BU9D9VOiiulU9lZpwzgcTERBw5cgS3bt3Chw8fkJKSAi0tLZibm8PFxQW+vr4Fjhz+0yli8w9/f+D2bWDrVmDAAPkVi5DSxBjDuXPnZDb+EiGlqXzGtZzusJXtnjNFN2kUaNiQe3z4kBtmQAn72yByRHGNyItMk7PFixfj999/R3JyMlRUVGBkZARNTU2kpqbi69evyM7Oho6ODqZNm4ZJkybJctfKq4jjwfTuDfz2G3DhAtdzYxGHsSBEKfF4PMTGxiq6GIQUWXmNa4zlJGdizRoVnJwpspfG3CpXBiwsgPfvgZs3AXd3xZWFlD6Ka0ReZNZb46pVqzBp0iR07NgRly9fRkpKCj59+oTXr1/j06dPSElJwcWLF9GpUyf89ttvWLlypax2rdyKmJxZWgItWnDPt2yRU5kIIYQUqnzHtZy+4ZUpOVPkwNOSCLrUj45WbDkIIT8PmSVnK1asQN++fbFt2zY0atRIbIRwNTU1NGnSBNu2bUPv3r1/siBWgCImZwAg6PBn48ac3rIIIYSUrvIc1wR3PaiqAioqypOcXbsGvH3LDT/TunWp716MoGnj9euKLQch5Ochs+Ts7du3cJeyTt/DwwNv376V1a6Vm5SDUOfWtStgaso1lZDB8BaEEEKKoXzHNa7mTJCPiiRnUo7fKQ/K0EtjboKaM0rOCCGyIrPkrGrVqvjnn3+kWvbEiROoWl5upipGENPQyOmWd8UKOZSJEEJIocpzXBPcc6b+X+tGQXKWkACF1ZxlZyt24GlJXF25x5cvgULG3iWEEKnILDkbN24c9uzZg44dO+LEiRP48uWLyPwvX77g+PHj6NixI/bu3Ytx48bJatfKrRjNGgEuOVNT48Y8u3pVDuXKJTGRu8E6OBjo1AlwcwPs7QFPTyAkhAs6PzOWZ4R7QojslOX/r/Id1yQnZ4ps1hgdrVxNGgFAX5+Ll4By1Z6V5f87QpSdvP+/ZNZb44ABA5CZmYlp06bh8OHDAAA+nw91dXWkp6cjKysLjDEYGhpi1apVGFBe+okvZnJWuTLQpw+weTMwfTo30CWPJ7tiMQacOQNs2AAcOACkpYkv8/w512vk+PGAszOwZElOZyU/Ez6fj7i4OBgaGiq6KIT8VOLi4sAXnAPLoPIc1wQ1ZxKbNQomlvJN0YJeGtu1U44mjQKursCzZ8CtW8qTNFJcI0Q+SiOuybQr/SFDhiAwMBBnz57FrVu38PHjR+F4MJUrV4aLiwuaN28OTU1NWe5WuRUzOQO4LvXDw4FTp4CdO4GePUteHMaAgweBOXO4rn8FatYEfHyAGjW4xNDQELhzB9i/Hzh/nnvesiVXhr/+ArS1S14WZTFz5kwEBARg165dFMgIkZG4uDgEBARg4cKFii5KiZTfuCZacyYYxk0sOWNMtlcO85GdnZOcBQTIfXdF4uLCxehbtxRdkhwU1wiRvdKKazIfhFpTUxNt2rRBG0WODKlMitEhiICdHTBtGldzNmYMd0WuJOfYe/e47Zw5w73W0gL69eMGu65bVzy+engAo0YBX74As2YB69YBO3YAjx9ztW2WlsUvizKpW7cuFi5cKLxKzpPhD43379/DwsJCZtsry+i9yPGzvxeMMfD5fCxcuBB169ZVdHFKrDzGtfzuORNJzgAutqnK/KeEmEuXuE6y9PSUp3ZKQPAVV6bkjOJa6aD3IsfP/l6UZlyT/xm1vCthr1YTJ3JX5B4+BAYPBv7+O2eT0oqN5RK8jRu5q48aGsC4ccCvvwJGRoWvb2wMrFrFjSnTtWvOYJvnzwNVqhTrsJRO3bp1sU8OXWN26NABBw8elPl2yyJ6L3LQe0GUn+Rmjd+/A5k8tZwfDxkZpZKc/f0399ipExfDlIngd9rz50BSEpdAKgOKa/JH70UOei9kR2YdghTF9u3b0bx5c0XsuvSVoFkjwF213LSJC5B79wLDh3MJljSSk4F587iblTds4Nbz8wMePeKmS5OY5ebhwd3wbG8PxMQAv/xCvVMRQgjw88U1xrgqs7w1ZwCQlJKr5qwU7jvLzMzppVHZmjQC3AVMQUuSO3cUWxZCSNmnkOTs9evXOH/+vCJ2XfpKmJwBQKNGwPbtXLPDDRu4+76+f89/+aQkYPnynGaRSUncDctRUVyAK0lvzzY2XLNIGxvuKmGPHiU6NEII+Sn8fHGNqw0TJGdqajmdcCT+KN3k7Px5rgWIoaHydkolqD27fVuhxSCE/AQUkpyVKzJIzgCuSeG2bVyA/PtvruOOkBDg/n0uaD18yHXeMWgQYGHB3VsWG8slaDt2ANeuAc2alfhoAHBXCA8c4DoFOXmSazJJCCHk5yGoOct9e5nwvrPkXG3rS6E7/V27uMeuXUXLo0xcXLhHZbrvjBBSNsmsoXhZ7i5ZrmQ4HkyvXlxPigMGcM0Kx4/n/iSpWZNL0Pr3l08wc3Limlv26AHMn8+NiebjI/v9EEKIopTnuJa3QxCAS87+/RdITOJxsS0zU+41ZxkZQGQk99zfX667KhFl7BSEEFI2yTQ5s7OzQwsp2hzcuHED0dHRstq1cpNRzZlA8+bcPWOhoVy3wrducb1nGRhwNVoeHtzVRS8v+fduHBAAXLwIrF7NJYH37sl3f4QQUprKd1yTnJwBuXpsLIXk7NQpIC4OMDXlLgIqK0Fy9uABkJ4u+r4RQkhRyCw5c3JygoqKClauXFnosvPmzfvJglgBZJycAYCmJjBsGPcHcPGxFDrLkmjRIi54PnkCTJmimDIQQog8lOe4lncQakBCcpaSIvfkTNCksVs3xcU5aVhbc2PBJSRwCdpPMIIEIURBZHbPWcOGDXH37l2kpaVJtTxjTFa7Vm5ySM7yUmTA0tbmBqUGuK76k5J+kr71CSHlXvmOa6K9NQL5jHUmx+QsNZW7lxpQ7iaNANdSRXDfGXUKQggpCZn9rO/Xrx/MzMyQlJQEExOTApft06cPmsmqdwplV4JBqMsKd3egSxfuvoCHD/spujiEECIT5TWude4MfPu2AIBik7Pjx7nehi0sgKZN5bYbmXFyAs6d4zrqIoSQ4pJZctagQQM0aNBAqmWrVKmCKj/L6MWFKeEg1GXFwoXAoUPA58/1ceIEdQ5CCCn7ymtcu3o153mBzRoBuSZnYWHco78/oFIG+pZ2dOQeKTkjhJREGTjdlXGl0KxRGVSrBowcyT0fN+6nz0UJIeSnlbuTykJrzuR0sn/7lrvgB3A9FJcFdepwj9Q5FiGkJCg5k7dykpwB3Hhnamrf8OABN9g1IYSQsif3fcyKatb4119AdjbXQ2Pt2nLZhcw5OHCPHz8CX78qtiyEkLKLkjN5K0fJmYEBYGt7EADXzPGnujeeEELKidw1Z5KaNSYkQK7JWUYG18EUkNMrcVlQoQJgY8M9p6aNhJDiouRM3mQ4CHVZYGNzFDo6wJ07wD//KLo0hBBCiqqw5CwxETmxTQ7J2YEDXO2TmRnXOUlZQvedEUJKipIzeStHNWcAoK7+DYMGcc8XLlRsWQghhBSdVMmZHGvO1q7lHgcMKHuDOdN9Z4SQkpJ5cpaWloaDBw/i7t27st502VTOkjMA+PVX7qLq2bPATzQmKyGknCpvcS33PWe5n+vrc4/yTM6ePAHOnOHGDRs8WKabLhVUc0YIKSmZJ2fq6uro1q0bLl++LOtNl03lMDmzsgJ69uSeU+0ZIaSsK29xLXfNWe7nhobcY1wcwOSUnK1fzz36+gLW1jLddKkQ1Jzdv0/3XRNCikfmyRmPx4O9vT2+fPki600jLS0NkyZNgrm5ObS0tODm5oaTJ08Wut6+ffvg4+MDc3NzaGhowNLSEn5+frhfGpe2ysEg1JJMnMg97t8PvHmj0KIQQkiJKGNcE/j777/RuHFj6OjoQF9fH02aNMGZM2dKVKbcCVnumjPBONypqUCWiuyTs7g4YNMm7nlZ6ggktxo1uPcsMRF4907RpSGElEVyuefst99+w6pVq/DkyROZbjcoKAh//vknevXqheXLl4PP56Nt27a4ePFigevdu3cPBgYGGD16NNasWYNhw4bh1q1baNiwIe7cuSPTMoopJ4NQ5+XgAHh5cV0hC3rdIoSQskrZ4hoAzJo1Cz169ICVlRX+/PNPzJ07F05OTnj//n2JypRfcqajA2hrc8/Ts2U/ztmSJUBSEuDkBLRuLbPNlip1dS5BA+i+M0JI8agWvkjRXb16FUZGRnB0dISXlxdsbGygpaUlsgyPx8Py5cul3mZ0dDR27dqFxYsXY/z48QCAvn37wtHRERMnTiywucmMGTPEpg0cOBCWlpZYu3Yt1q1bJ3U5iqwcNmsUGDYMOHeOS864MdAUXSJCCCkeZYtrV69exZw5cxASEoKxY8cW76DykV+zRgAwNQViYoDUbDVoAzKrOfv0CRC8db//DqiU4e7K6tQBHjzgmja2bavo0hBCyhq5JGerVq0SPj99+rTEZYoaxCIiIsDn8zE41x3CmpqaGDBgAH777Te8ffsWVlZWUm/P1NQU2traSEhIkHqdYinHyVmnTlxXyB8/cl0j+/kpukSEEFI8yhbXli1bhkqVKmH06NFgjOH79+/Q1dWVet8Fya9DEIBr2hgTA6RmyrZZ4+zZwI8fgJsb0L69TDapMIJOQajmjBBSHHK5NpWdnV3oX1YRk5Vbt26hevXq0NPTE5nesGFDAMDt27cL3UZCQgI+f/6Me/fuYeDAgUhKSsIvv/xSpHIUWTkb5yw3dXVg4EDuuTwrJwkhRN6ULa6dPn0aDRo0wIoVK2BiYoIKFSqgcuXKIklkcRVWcwYAKVmyS84ePwY2bOCeL1rE9dRYluXuFIQQQopKLjVn8vDx40dUrlxZbLpg2ocPHwrdRqNGjYT3C+jq6mLatGkYMGCAbAualxwH6iwLBg8G5s8HTp8Gnj4FqldXdIkIIUQ5FDeuxcfH48uXL7h06RLOnDmDmTNnokqVKggNDcWoUaOgpqaGIUOGFLtc+d1zBuQkZz8yZJOcMQaMGsU1LunQAfDwKNHmlIKg5uzRI+66bN73kBBCCiLXU8bVq1dx9uxZxMbGYvjw4bC3t8ePHz/w+PFjVK9evUhNMFJSUqChoSE2XVNTUzi/MKGhoUhKSsLLly8RGhqKlJQUZGVlQaWQxu07d+7Ezp07850fHx+PDh06SJxnnpyMdQC+JyaiRz7L/Eyio6PF3gsTk2n49Kkh2raNRO3aYYopmIJIej/KK3ovctB7UXYpQ1xLTk4GAHz9+hW7du2Cv78/AMDPzw916tTB3LlzC03OCoprd+/OBlAXALBu3WocO3ZCOO/hw0AAXfH42QfUAbB10yZEXLhQ4L4K8vq1D+7eHQEVlTR8+xaMDh0+Fntb8lLU/1fGeODzdyEtTQstWw5DhQol66BF2dD5Kwe9FznovZAhJgdpaWmsc+fOTEVFhfF4PKaiosJOnz7NGGMsJSWFGRkZsblz5xZpmw4ODqx58+Zi0x88eMAAsHXr1hVpe3FxcczMzIyNGzeuSOtJYmZmlv/Mly8ZAxjT1i7xfsqC9u3bi03bv597C8zNGcvMVEChFEjS+1Fe0XuRg94LUWXh/VCmuPb582cGgKmpqbHMPCfV2bNnMwDs9evXRSpLbm3acOdsgLFNm0TnLV3KTT9pO5h7Mnt2sfcTE8OYri63maVLi70Zuevapg1j0dGM7djB2IULjMXHF7pOw4bcce3eLf/ylbay8P9aWui9yEHvhaiSvB9yueds+vTpOHz4MNauXYsnT56A5RqJUVNTE926dcOBAweKtM3KlSvj40fxK2qCaebm5kXanoGBAZo3b47w8PAirVdkchqosyxp0wYwMAA+fABKcIGVEEIURpnimqGhITQ1NWFkZAR+npvCTP9rdxgfH1+ksuRW0D1nlpbcY+KPknWln5oK+PsDyclA06Zc00alkpLCdTVcrx52HzsGNGwI9OzJtbs0MADq1gVWrAC+fZO4Ot13RggpLrkkZzt37sSwYcMwePBgGBoais2vVasWXr58WaRturi44OnTp0hKShKZfu3aNeH8okpJSUFiYmKR1yuS3MlZrmBenqir5/TUuGOHYstCCCHFoUxxTUVFBS4uLvj8+TPS09NF5gnuUzMRjBhdDAXdcyboPDI+ufgXHrOzgQEDgGvXuDwnLEw8CVSYtDTuRmkrK2DQIODWLe6HkokJ0KwZYGzMLXf7NjB6NFClCrBtG3dQuVCPjYSQ4pJLchYbG4s6gstGEvD5fPz48aNI2/Tz80NWVhY2CLp0ApCWlobQ0FC4ubkJuxt+8+YNHj9+LFaevGJiYnD69Gm4uroWqRxFlntwr3LYnb5Az57cY0QEF/sIIaQsUba45u/vj6ysLGzZskU4LTU1FeHh4ahdu3aRW5OIHovk50BOcpbwvXjJGWPA8OHchTo+H9izB6hWrdhFla1Dh7gRsH/7Dfj6FbC2BkJCENiyJRAbC0RFcY+xscCqVUDNmkBCAtC3L9Ctm8h7QTVnhJDikkuHIFZWVmKBJLdLly6hWhHPxm5ubujWrRumTJmC2NhYVKtWDVu2bEFMTAw2bdokXK5v3744f/68SJOTOnXq4JdffoGLiwsMDAzw7NkzbNq0CRkZGViwYEHRD7AocidnGRnlttsmd3fAwgJ4/x44fhzo2FHRJSKEEOkpW1wbMmQINm7ciBEjRuDp06eoUqUKtm3bhtevX+PQoUNFP8BcChrnzMyMm5ZWjHHOGAPGjgXWr+e6y9+2DZD3aDZSyc4GZswA5s3jXpuZAYsXAz16AKqqiD93LmdZHo+rRRsxAhgyBFiwAJgzB4iMBPr0AcLDAT5fWHP2/Dk3fpu2dqkfFSGkjJJLzVnPnj2xfv16XLlyRTiN99/AJX/99Rd2796Nvn37Fnm7W7duxZgxY7Bt2zYEBwcjIyMDhw8fhkchfe8OGzYMz549w4IFCzB8+HCEh4ejVatWiI6ORpMmTYpcjiLJm5yVU3w+EBDAPaemjYSQskbZ4pqWlhbOnDmDnj17YvPmzZgwYQJUVFRw5MgRtGnTpsjlyK2gZo18PnehLQNFS84YAyZPBgRjdG/ezOU+CpeUBHTqlJOYjRnDjfvSp0/hF1NVVYFp07jETE0N+PtvoF8/IDsbZmZcDscY16U+IYRITUadkohIS0tjrVq1YqqqqqxOnTpMRUWFOTs7MysrK8bj8Zivr69YD1NlWYG9NWZm5nR79eVL6RVKQQrqneZ//+PeBk1NxpKSSrFQCkS9F+Wg9yIHvReiysL7UZ7iWu/eOWHr4EHx+Z6ejP2GudwCAwdKtc3Q0Jxtrl0r0+IW39OnjNWqxRVKQ4OxbdskLibV9zMykjE+n9vWmDGMMca8vbmXoaEyLLMSKAv/r6WF3osc9F6IUrreGtXV1XH8+HGEhobC1tYWNWvWRFpaGpycnBAWFoZDhw6J9TD10+LzuWYQQLmuOQO4zq1q1uR66dq3T9GlIYQQ6ZWnuFZQzRnA3SMmrDnL0yGJJNHROb0xzpkDDB0qg0KW1IkTXA+Mjx5xVYEXLwK9exd/e507A1u3cs+XLQNWrqT7zgghxSK3G6B4PB569+6N3iU52f0s1NS4AFbOkzMej+sYZMYMrmljMVoAEUKIwpSXuJY7IZOUb1arBnzEf4NnFxLXUlO5835yMnd/2ZQpMixocS1fDvz6K3evWePGXLPESpVKvt2ePbkbqydOBMaPh/tvzbECDtRjIyGkSOTaO0VWVhb+97//ISYmBgBQtWpV1KtX76e5uig1Ss6EevTgkrNTp4BPn7j7rgkhpKwoD3FNmpqz11DnXhTS/e6iRcCLF4C5OZcDKbRPLMaApUuBceO41wMGAKtXAxoastvH+PHAuXPA0aNovSsQqriC+/fVCl2NEEIE5NKsEQDCwsJgaWmJxo0bIyAgAAEBAWjUqBEsLCywefNmee1WOdFA1ELVqnEtSbKygN27FV0aQgiRXnmJawV1pQ8A9vZA+n/JGSugWePLl9yQYQDw55+Anp4sS1kMuROzKVOAv/6SbWIGcE1E/voLMDCA7uP/4Tf8gQ8fgLg42e6GEPLzkktytn79evTv3x+VK1fGmjVrcPr0aZw+fRqrV69G5cqVMWjQIKxbt04eu1ZOlJyJEIx59vffii0HIYRIqzzFtcJqzmrUADJ4XFKTlii55owxIDiYa9bYvDnQvbs8SloEO3bkJGa//871zii4H1zWzM25GjkA0zAX9fA/atpICJGaXJKzhQsXwt3dHdeuXcOQIUPg7e0Nb29vDB06VNh9/aJFi+Sxa+VEyZmIrl25x0uXuOb5hBCi7MpTXCus5kxTEzC15GrOkuMl15wdPAgcOcKFv9Wr5ZcHSeXoUSAwkHs+ahQwdar8CxQQAHTrBjVkYgsC8fAOxX9CiHTkkpz9+++/6N69O9TUxNtZq6mpISAgAJ8+fZLHrpUTJWciLC0BwfBykZGKLQshhEijPMW1ggahFrC042rOUhPEa85+/ABGj+aejxvH9dKrMK9ecdV2mZlAr15cT4qlkSnyeMCaNfiuZQxHPID+nr/kv09CyE9BLslZ3bp18fTp03znP336FC4uLvLYtXKi5ExMt27c4549ii0HIYRIozzFtcKaNQKATXWu5iwlSbzm7I8/gNevgSpVuDGaFeb7dy4x+/4dcHcHQkMBFbndai/O2BiP/GcBAHyuzQa+fSu9fRNCyiy5nKVWrlyJ3bt3Y/ny5UhJSRFOT0lJwdKlS7F7926sWrVKHrtWTpSciRE0bbx4Efj4UbFlIYSQwpSnuFZYs0YAcKjLJWfpyenIzMyZ/vQpsHgx93zZMkBHRz5llMrkycCNG4CRERAWlhOLS5HGqMF4hmowzIgFWxJS6vsnhJQ9cunUNigoCHw+H7/++ismTpwIc3NzAMCHDx+QmZkJc3NzBAraf/+Hx+Phzp078iiO4lFyJsbKCmjUCLh6lWvaOGKEoktECCH5K09xTZqaM9taXLNGtew0XL/ODRfGGDByJDdyTJs2QKdO8i9rvs6fBwTJ8s6dgK2tQopRw1ENfVX+wK7s7mBLloA3bKhsxlQjhPy05JKcGRoawsjICPb29iLTbWxs5LE75UfJmUR+flxytmcPJWeEEOVWnuJaYYNQAwBfi6s5U0c6wsK45GzlSuDkSa53+hUrFNgJyPfvQP/+3PPBg4GWLRVUEEBdHbhf0w/XHjaE249oYM4cYM0ahZWHEKL85JKcnTt3Th6bLbsoOZPIz48br/PCBeDff+liIiFEeZWnuCZNzRnUueRMA2kIDeUmhYVxj4sXc2NaKsxvv3GDrFlZ5bSxVKA6TjxMfLgI5+EFbNgAjBkDVK+u6GIRQpRUKd4ZW45RciaRtTU3IDVjwL59ii4NIYQQQLp7zgSDN+uopSMjg8s50tOBLl24po0KExXFVdsBwMaNSjDyNeDoCFyAJ25Z+AJZWVzySAgh+aDkrDRQcpYvQccge/cqthyEEEI4Rak5q6CRDj8/wNSUq6TauVOBzRmzs3Myw4EDgVatFFQQUXXqcI9zdRZwvUXu3QvcvKnYQhFClBYlZ6WBkrN8CZKzc+eAr18VWhRCCCGQ7p4zQc0ZLy0Ne/YAnz5xzdT/y9kU48AB4O5doEIFYOFCBRZElCA5OxzjiOzuAdyLP/5QXIEIIUqNkrPSIIh0lJyJsbMDnJ25lh4HDii6NIQQQnIPBVZYzRkyMri26YrGGNfZBgAEBwOGhootTy7W1oCuLtfs81XAFG5iZCTw6JFiC0YIUUqUnJUGqjkrEDVtJIQQ5ZE718q35ix3FVm6+EDUpe7AAeD2bS4LGjtW0aURoaLC3XcGAP9Lc+TGGGAMmD9foeUihCgnSs5KAyVnBRIkZ6dOAYmJii0LIYSQHPnWnP3XrBGA4pOz3LVmo0Zxg04rGUFydu8egKlTuRc7dnC9ShJCSC5yTc6uXr2K+fPnY+zYsXj27BkA4MePH7h58yaSk5PluWvlQslZgWrXBmrW5OL7kSOKLg0hhOSvvMW1Qps1AkBaWqmUJV9HjwK3bgE6OsCvvyq2LPkQ3Hd27x4AV1fAx4drz79ggULLRQhRPnJJztLT09GlSxc0bdoUU6dOxYoVK/D27VtuhyoqaNWqFZYvXy6PXSsnSs4KRU0bCSHKrLzGtXybNfL5OTMVXXO2ejX3OHQoYGys2LLkQyQ5A4Dp07nHsDDgzRtFFIkQoqTkkpxNnz4dhw8fxtq1a/HkyROwXA3YNTU10a1bNxwoT70/CJKzzEzFlkOJCZKzY8eA798VWxZCCMmrPMW13Pec5VtzBuTUnikyOYuJAY4f554PHaq4chRCkJy9fAkkJwNo2hRo3py7aKtEPUsSQhRPLsnZzp07MWzYMAwePBiGEnpMqlWrFl6Wp3bWVHNWKBcXoGpVICUlJ84SQoiyKK9xTaWgXwmC5EyRzRo3buSyyV9+AapVU1w5CmFsDFSqxD1/+PC/iTNmcI8bNwLv3yukXIQQ5SOX5Cw2NhZ1BJeJJODz+fjx44c8dq2cKDkrFI9HTRsJIcqrPMU1qXvGF3QKoqias4wMYPNm7vmQIYopQxGINW309AQ8PLj3j2rPCCH/kUtyZmVlhcePH+c7/9KlS6imxFe4ZI6SM6kIkrPDhxV/fzkhhORGcU0CRdecHTkCfPwImJoCHTsqpgxFINJjo8DMmdzjhg3Ahw+lXiZCiPKRS3LWs2dPrF+/HleuXBFO4/F4AIC//voLu3fvRt++feWxa+VEyZlUGjYELCyAb9+AkycVXRpCCMlBcU0CRd9ztnUr9xgUJNp7pJISqzkDAG9v7v6ztDRg8WKFlIsQolwKutW32KZOnYqrV6/Cw8MDtWrVAo/Hw9ixYxEXF4d3796hbdu2GKtkg0TKlaKvLpaWe/fQ/O1bYMoU4PVrrpF9lSpcsw1X10JuXuBmd+kCrFzJNW1s166Uyk0IIYUoT3GtyM0aFRHb4uNzxl7p3bv0918MEpMzHo+rPWvVCli3Dpg0KefmNEJIuSSXmjN1dXUcP34coaGhsLW1Rc2aNZGWlgYnJyeEhYXh0KFD4OfbP+9PSFOTe/wZk7PUVO7qZcOGgJMTxty+zY3bsnMnl2VNmAC4uQF2dtxVwbi4AjfXpQv3eOAAVTQSQpQHxTUJFFlzFhHB7bdOnZysR8nVrs3lYp8/A7GxuWa0aAE0asTF0yVLFFY+QohykEvNGcA19+jduzd6l5ErWnIlSM5SUxVbDll6944bW2bjRuDLF26aujruVqgAJ39/wMaGS8QePwZOn+a6O544kbtCOGMG91xCTZq7O2BiwgWvc+eAli1L86AIISR/FNfyENScKSK2hYdzj716lf6+i0lbm+tQ8tkzrvbsl1/+myGoPWvTBlizhouPpqYKLSshRHHkUnNG8viZkrPsbGDtWqBmTa6G7MsXwMoK+OMP4N07TGvShEvaJkwA5s8H9u0DPn0CNm0CnJ25vvKnTOHaLH79KrZ5Ph/o1Il7Tr02EkKIEtPS4h5LO7bFxgJRUdxzf//S3XcJSWzaCAA+PkCDBlyMDAkp9XIRQpSHXGrOmjdvXuB8Ho8HTU1NWFpawtvbG35+flAtcKTLMu5nSc5evwYGDOBqwgCgcWPuCl+7dgWPVKqlBfTvD/TrxyVpo0Zxo017eQFnznBVZbl07Qr89ReX161ezSVshBCiSOUprkl9z5kgOUtJkVtZJDp4kLtQWL8+10qjDHF0BCIjJSRnPB4wfTrQoQN3AXTyZMDAQCFlJIQollxqzrKzs/H27VucO3cOd+7cQWJiIhITE3Hnzh2cO3cOb9++RWxsLPbu3YuePXvC1dUVXwRN435GZT05Y4xrvlinDpeYaWkBy5cDFy9y1VzS/gDh8YCBA4GrV4HKlYH797l2HXk+e29vQF+fuzh66ZLMj4YQQoqM4poEikrOIiO5R8FNymWIoObs7l0JM319uQW+feOuTBJCyiW5JGdz585FfHw8tmzZgtjYWPzvf//D//73P8TGxiI0NBTx8fFYuXIlPn/+jM2bN+PBgweYMmWKPIqiHMpycvb+PdC2LTBoEBcwmjQBbt8GgoML7X0xX87OwNmzXIImaHif60eMujp38RCgpo2EEOVQnuKapaWUCyoitiUmAqdOcc/LYHLm4sI93r8PZGbmmamiwjX7B4ClS7mYSwgpd+SSnI0fPx79+vVDnz59RHqv4vP5CAwMRFBQEMaOHQsej4egoCD0798fRwRd4v6MympyduUKF0mOH+du/F68GLhwAaheveTbrlGDa9JYqRJ3CbFVKyA5WThbMCB1ZCTXeoUQQhSpPMW17t0Bbe3V2L+/kAUVUXN28iTXlW+NGty9z2WMrS2gq8v9HHj6VMIC3btzMTYuDli1qtTLRwhRPLkkZ3fv3oVNAe3AbWxscOfOHeHr+vXrI66QLtYBIC0tDZMmTYK5uTm0tLTg5uaGk1KMVhwZGQl/f3/Y2tpCW1sbNWrUwLhx45CQkCDN4ZScom6aLomwMK7rxC9fuATt1i1g/HjZ3gBWsyZXg2Zqym2/b19hJtaqFRfA3r0Drl+X3S4JIaQ4lC2u5dWyZUvweDyMHDmyyOvmxecDFSr8jo4dC1lQEcnZ0aPco69v6e1ThlRUuMYjAJDr65KDz+d6NAa4bvWTkkqtbIQQ5SCX5Kxy5cqIiIhAtoQqj+zsbOzevRuVcg2y+PXrVxgaGha63aCgIPz555/o1ev/7d13XBTXFgfw37L0qlghdrGhIXYiGlCxACoaBVuszxqNLZZEY0mMHRuWxBLF3nuviIoNE1tiF8SKHVAUENl5fxx2l5UOOzu7cL6fz7xdZqfcnWc4nJl7z/0OgYGBkMvl8PHxQWhoaKb79e/fHzdv3kS3bt2wYMECeHl5YdGiRWjQoAHidRFUDOnJmSAAkydT8Y7kZMDfn56WVasmzvmqVgV27aK+jDt30rlBl0wZe7lrI2NMavoW11LbsWMHzp07l+3ttUbXsU2hoGJSAHW3N1DK5OzKlQw26NyZYuObN9RjhTFWoIiSnP344484efIkGjZsiJUrV+LkyZM4efIkVqxYATc3N4SGhmLkyJGq7bdu3Yr69etnesywsDBs2rQJ06dPR0BAAPr374/g4GCULVsWY8aMyXTfbdu24dq1a5g8eTL69u2LwMBALF++HLdu3cJ65VwpYjKU5EyhoIIdkybRz6NHA5s3AzY24p63QQNgyRJ6P3kycPIkAHXXxu3bc1A9jDHGRKBvcU0pISEBI0eOxE8//ZSn75crun5yduUK8OwZdato1Eg35xSBctxZhsmZXE7T0wBUVv/pUx20ijGmL0Sp8zt48GAYGRlh4sSJ6Nu3L2QyGQBAEAQUKVIECxYswODBgwFQl4558+Zl2l0EoARLLpejf//+qnXm5ubo06cPxo0bh0ePHqF06dLp7tu4ceM067799lv07NkTN2/ezN2XzAlDSM4EgbotrlxJgWHxYmDAAN2dv3dv4OxZqgrZqxdw7Rq8vW1gbg5ERFD3D2VAY4wxXdO3uKY0a9YsKBQKjBo1ChOV3eF0RdfJmbJLY7Nm6gmwDZAyll2+TKE35Z+SpnbtqADX2bPAr78Cy5bproGMMUmJNgnL999/j759++Lvv//GgwcPAABly5ZF3bp1YWJiotrOzMwMHh4eWR7v8uXLqFy5MmxtbTXWK+9MXrlyJcsgltqzZ88AAEWLFs32PrlmCMnZxIlUHQpQJ0i6NncuVeGKjAR+/BHWy5fDy4t6PW7fzskZY0xa+hbXHj58iBkzZmDlypWwUCZKuqTr8dTKAisG3KURoLnOjIyAly/pQaCDQzobyWTUpbFhQ5ofdPhwwNlZ101ljElA1BkyTUxM0KBBAzRo0CDPx4qKioJDOr/BlOue5vCx/8yZMyGXy+Hn55flths3bsTGjRsz/Dw6Ohq+ytrv6SiUkIA1AJI/fMC3bdpkcJtMOo0fP8aPly8DABZ/+SUO79ihnkcmh8LCwjK9Flmp7uCAqZGRMPrrL0y+dg0PkjoB+BHz5z/E1at5H+iua3m9HvkJXws1vhaGS5/i2siRI1GrVi107tw5x+fOa1wDAO/ISHwP4FxwMKaL/O/Z5uNHrD1/HkYAem/Zgtd794p6vtTE+O/V0nIR4uLKoF27X1GixKUMtxtbsiQaPHuGC02bYmoW3WR1hX9/qfG1UONroUWCiD5+/Chcu3ZNOH36tHDy5Mk0S05UqFBB8Pb2TrM+PDxcACDMmzcv28dav369AEAYM2ZMjtqQkRIlSmS+QXS0IFDvBUH4+FEr59Sa0FBBMDWltv38c54P16ZNm7y3acQIak/JkkJM+CvBxIR+vHkz74fWNa1cj3yCr4UaXwtNhnQ99CWuBQcHCzKZTAgLC1OtAyAMHjw4R23ISJZxTRAEISiIfjl7eWnlnJnaupXOVb26+Of6jBj/Prt2pa8zbVoWG966JQhyOW2cw39fYjGk/17FxtdCja+FprxcD1GenCkUCowdOxZ//PEHPnz4kOF2ycnJ2T6mhYUFEhMT06xPSOlOkd0uHadPn0afPn3QsmVLTJ06NdvnzxNlt0aA+uan6v4iqchI4NtvgY8f6VVX1yMrU6fS3Go3b8Ju3GA0a7YJBw9S18ZffpG6cYyxgkif4tqnT58wdOhQdO/eHfXq1cv2+bROl90ag4Pp1dNT/HPpQM2awIYNmRQFUapSBejXj4pmjR4NnD+vd71vGGPaJUq1xmnTpiEgIADdunXDmjVrIAgCZsyYgSVLlsDFxQVfffUVDh8+nKNjOjg4ICoqKs165TpHR8csj3H16lX4+vqiRo0a2LZtG4yNRe3VqZZ64LK+jDv79InK5L98CdSqBaxdS53g9YGFBbBmDRUm2bwZw532AQC2bJG4XYyxAkuf4tqaNWtw+/ZtDBgwAJGRkaoFAN69e4fIyMhME0itUd541EVBEGVy1rSp+OfSgSwrNqY2aRJgZQWEhQHbtonYKsaYPhDlr/FVq1ahY8eO+PPPP+Hl5QWAJuTs168fLly4AJlMhmDlL9psqlmzJu7cuYO3n03IeOHCBdXnmQkPD4eXlxeKFy+OAwcOwNraOkfnzxOZTJ2g6UtyNm8e8PffQKFCwJ499Itfn9StC6SUpfbc9QNsjT/g2jXg+nWJ28UYK5D0Ka49fPgQSUlJaNiwIcqXL69aAErcypcvjyNHjuTwG+aCrqo1PnkC3L5NNxCzUWjFECjnOrt7F4iLy2LjkiXpqRkAjBtHvV0YY/mWKMnZ48eP0TTl7pZZSlKi7KZhamqKbt26Ye3atTk6pp+fH5KTk7EsVTnZxMREBAUFwdXVVVXR6uHDh7h165bGvs+ePUOLFi1gZGSEw4cPo1ixYrn+brmmTxUb796l6owAVUgsVUra9mRk4kSgTBnIHz3AinK/AwB0MS0dY4x9Tp/iWufOnbFz5840CwD4+Phg586dcHV1zf2XzS5ddWs8cYJea9emG4r5QPHigKMjDUb/999s7DByJFCiBHDvHpfVZyyfE6VfX5EiRRCXcivI2toatra2iIiI0NgmOjo6R8d0dXWFv78/xo4dixcvXsDJyQmrV69GZGQkVqxYodquR48eOHnyJIRUsxZ7eXkhIiICY8aMQWhoKEJDQ1WflShRAs2bN8/N18wZc3MgNlb65EyhoP7rCQk0V4wUJfOzy8oKWLgQaNsW7e/PhjO6YcOG6pg6lbvcM8Z0S5/iWtWqVVG1atV0j1m+fHm0a9cuR+3INV09OctnXRqVatak+aWvXAGyLP5pbU3znX3/PfDbb0CPHsBnUzAwxvIHUZKzWrVq4eLFi6qfmzRpgvnz56NWrVpQKBRYsGABvlI+08+BNWvWYMKECVi7di2io6Ph4uKCffv2wd3dPdP9rl69CoAm6/ych4eH7pIzQPrkbPVq4ORJwNKS7r7pe5bj6wu0bQuj3bux3GggGj04ibNnjdCwodQNY4wVJPoW1/SCLsacCQJw/Di9z4fJ2YED2Rx3BgB9+gDz51MXz0mT1HOTMsbyFVG6Nfbv3x+JiYmqKlRTp05FTEwM3N3d4eHhgbdv32LOnDk5Pq65uTkCAgIQFRWFhIQEhIWFoWXLlhrbhISEaDw1AwBBEDJcQkJCcv09c9h4etXFwOmMxMeruzP+9huQMkZB7y1YAFhawk0Rit4I4q6NjDGd07e4lh5BELBo0aIctyHXdPHk7P594OFDqnLcqJF455FAjoqCAHQNFiyg9wsWACnzkzLG8hdRnpz5+vpqTETn7OyM8PBwhISEQC6Xw83NDfb29mKcWn8pC27oooJWRv74A3j8GChdGvjBgCZ0LlOGksnRoxGA0Wi4qTWSAkvozYwEjLH8j+NaOlLHNUEQpyfGyZP0Wq+e/hWuyiPlg9Z//wWSk6lAcZZatAA6dQI2bwYGDgTOns3mjowxQyHKk7NTp07h5cuXGuvs7OzQtm1btG7dGgqFAqdOnRLj1PpLGVTev5fm/LGxwPTp9P7XXzXnXjMEw4dDqFkL9ojGpOhh0EUhMsYYU+K4lg5lXBME8Z6eKZOzfFKlMTUnJ7qE8fHUUzHb5s6l8WZhYcDy5aK1jzEmDVGSsyZNmuDo0aMZfn78+HE0adJEjFPrL2UQy7JmrkgCA4HXr4GqVWkgsaExNoZsxV9IlsnRGZtxM2Cf1C1ijBUgHNfSYWmpfi/WjUdlwpsPkzMjI3XXxkuXcrCjoyMwZQq9//ln4PlzbTeNMSYhUZKzrPrGJyYmQl7QHsNL+eTs/XtKzgAaRKyrybe1rXZtvOg6AgDQ+dT3iIt6J3GDGGMFBce1dMjl6gRNjBuPjx7RmDO5HHBz0/7x9UCdOvT6zz853HHQINo5NhYYNUrr7WKMSUdrf6U/fPgQkZGRqp9v3bqVbhePmJgYLF26FGXLltXWqQ2DctJrKZKz5cuBN2+oD4W/v+7Pr0Ull/6Gh1t2oExSBK53/wXVjy2QukmMsXyK41o2WFvTmDMxkjNll8batQEbG+0fXw/kOjmTy4ElS4D69YF164DevfNdNUvGCiqtJWdBQUH47bffIJPJIJPJMHXqVEydOjXNdoIgQC6XY+nSpdo6tWGQqltjcrK63O6YMQY/cFhmZYlzPZagzIoWqHZ8EXCuSzYmiGGMsZzjuJYNYvYKycddGpWUydnlyzkoCqJUty49QVu8mOY/u3JFXUGTMWawtJacdezYETVq1IAgCOjYsSOGDh2Kb775RmMbmUwGKysr1KxZEyVKlNDWqQ2DVN0aDx2iMsT29kD37ro9t0g8pjTHmpU90ENYg4Qe/WB+/RJgaip1sxhj+QzHtWxQ9goR88mZIcz5lktVq1LP0Lg44M4doFq1HB5g6lRgxw7aedw4nvuMsXxAa8lZtWrVUC3lt0pQUBDc3d1R3lDm0dIFqbo1/vknvfbubXgVGjNQsiRw1GsuvA4eRPF714FZs4Dx46VuFmMsn+G4lg1iJWfPnlHCIZPlu/nNUpPLqSjI2bPUtTHHyZmdHfDXX0CrVjRBdevWgKenCC1ljOmKKAVBevbsyQHsc1J0a3zwADhwgN7376+78+pAp0FFMBzzAQDC778Dt25J2yDGWL7GcS0DYiVnyqdmLi5A4cLaPbaeqVuXXv/+O5cH8PFRx/gePagyM2PMYIlWtu/mzZsICgpCREQEoqOj01S6kslkOH78uFin1z9SdGtcvpzmn/H0BCpX1t15dcDLCxjg0AUHo9bC++MhCkwhIVSbmDHGRMBxLR1ixbaQEHotANMT1K9Prxcu5OEgc+dSQnv7NtCvH7B9uziTgjPGRCfKX7Jr167Fl19+iYULF+LevXtQKBQQBEFjUSgUYpxaf+k6OUtKoq4OADBwoG7OqUPGxkDv/8kwEEsQL7cCTp/myTgZY6LhuJYBsZ6cKZOzxo21e1w95OpKr5cvAx8/5vIgVlbAhg2AiQmwc6c6/jPGDI4oT85+/fVX1KpVCwcPHkTRokXFOIXhEXPQdHp276aJKUuWBNq21c05dex//wOmTi2LcclTMA8jqBplmzY0QSdjjGkRx7UMiBHbnj+nruoyGfBZAZb8qGJFqtn15g1w9SpQr14uD1S7NjBtGjB6NDBsGF27qlW12lbGmPhEeXL29OlT/O9//+MAlpqun5ytWUOvvXvTnbR8qEIFmtZlAYbgsWM94O1bYMgQqZvFGMuHOK5lQIxiV8rxZl99RVlLPieTaalrIwD8+CPQrBkQHw907QokJua5fYwx3RIlOXNxccHTp0/FOLTh0mVyFh1NJfQB4LvvxD+fhAYOBBSQo3v8cgjGxlRSeOdOqZvFGMtnOK5lQIxiV8oujfl4frPPKbs2hoXl8UBGRsDq1UCRItRPkisZM2ZwREnO5s6dixUrVuDs2bNiHN4w6bJb465dNOasenVa8rFvvwVKlwZCor/Cvy1H08rvvwdevJC2YYyxfIXjWgaUse3dO+0dswCNN1NSJmd5fnIGUNf+FSvo/ezZwNGjWjgoY0xXRBlzNnPmTNjZ2eGbb76Bs7MzypQpA/ln097LZDLs3r1bjNPrJxsbetVmAMvI5s302rmz+OeSmLExMHgw8PPPQP9HE3Cu+h7Irl8HevUC9u3j6o2MMa3guJYBOzt6fftWO8d7/hy4eZP6+uXjyac/p+zWeOcOdX7J8+wBbdtS15IlS4CePWkwW7FieW4nY0x8oiRn165dg0wmQ5kyZRAXF4cbN26k2UZW0Eq8KgPYhw/0VEuscWCvXgHHjtH7Tp3EOYee6dcP+O034MI1C/wTtAl1v68HHDwILFgADB8udfMYY/kAx7UMFCpErzEx2jle6vnNCsB4M6UiRQAnJ+DePera2LKlFg46Zw5dz5s3qYLWnj1cXp8xAyBKchYZGSnGYQ2bra36/du39JtYDNu3A8nJQK1aQKVK4pxDz9jbA927A8uWAdP31sD2OXPocdqYMXTntXZtqZvIGDNwHNcyoO3krAB2aVRydaXk7MIFLSVnlpbApk30WG7fPrphOWyYFg7MGBMT9/nSFRMT+kUJALGx4p2nAHVpTG3oUHrdtQu47/U9delISgK6dNFNV1LGGCuIODnTGq2OO1NycaEnaACV2L90SYsHZ4yJQbTkLDk5GZs2bcKAAQPw7bff4t9//wUAxMbGYseOHXj+/LlYp9Zfyq6NYiVnUVHqwNaxozjn0FPVqwMtWgAKBTB3nowGQ3/xBXXg790bEASpm8gYM3Ac19KhTM6io/N+rAI63kwpdTl9rYasQYOAdu3ohmXnznzDkjE9J0pyFhMTg4YNG6Jr167YuHEj9uzZg5cvXwIArK2tMXToUAQGBopxav0mdnK2bRv9Rnd1BcqVE+cceuynn+h1xQrgpaIIsHUrPbHcvh2YPl3axjHGDBrHtQwok7N374BPn/J2rAI63kypZk3A1BR4/RqIiNDigWUpNyxLlwbu3qVu/4wxvSVKcvbzzz/j+vXrOHz4MCIiIiCkugUkl8vh5+eHAwcOiHFq/SZ2clZAuzQqNWkC1K1Lc28uXAigQQNg8WL6cPx4KhLCGGO5wHEtA8q4BuS9YmMB7tIIAGZmQJ069D40VMsHt7cHNmygCsZr1wJr1mj5BIwxbRElOdu1axeGDBmC5s2bp1u9qnLlygVzcLWYydmjR8CZM3SHzN9f+8c3ADIZldQHgEWLUnpu9OsH9O9PTxS7dqXR1owxlkMc1zJgaqoeT53XcWcFPDkD1L05T50S4eCNGgG//krvBw2ibv+MMb0jSnIWGxuL8uXLZ/h5UlISPuW1+4MhEjM527KFXr/5hsZaFVDt2gGVK9Pwh4ULU1YuWEBP0WJiaAPub88YyyGOa5nQRlGQAj7eTEnU5AwAxo2j5Pf9e+plk5go0okYY7klSnJWsWJFXMqkItCRI0fg7Owsxqn1m5jJmbJLYwGZ2ywjcjkwcSK9DwhI+VvBzIzGnTk4ANev04ScCoWUzWSMGRiOa5nQRnKmzEYK6HgzpYYNKT+9dw94+lSEE8jlwLp1NJ3P5cvqwdqMMb0hSnLWt29frFy5Eps3b1b1y5fJZEhMTMQvv/yCQ4cOYcCAAWKcWr+JlZyFhwMXL1Jf8g4dtHtsA9S5M+DsTH8nzJuXstLBgRI0U1Ng506anJorODLGsonjWiYKF6bXN29yfwzu0giA/kyoWZPenz4t0km++AJYvZreBwYCe/eKdCLGWG6IkpwNGzYMPXr0QJcuXVC5cmUAQNeuXWFjY4Pp06ejf//+6NOnjxin1m/aLDmcmrJLY9OmQIkS2j22AZLLgcmT6f28ecCrVykfNGigDkgLFwIzZkjSPsaY4eG4lolixehV9cs2F06coNcCnpwBgIcHvYrWtREAWrWim5QATTfz+LGIJ2OM5YSxGAeVyWRYvnw5evbsiW3btuHu3btQKBSoWLEiOnbsCPeC2p+8aFF6ff1au8flLo1pfPstUKsW9doICABmzkz5oHNnGtswfDj1vS9WDOjbV8qmMsYMAMe1TCiTsxcvcrf/w4c03szIqECPN1Nydwfmz1fPLCCaGTMoA7x0CfjuOyA4mO5uMsYkJUpyptSoUSM0atRIzFMYFmVylpe7i5+7fRu4ehUwNqaMhAGgGP/770Dr1lQP5PvvU039NmwY8OwZBaYBA2h8Q/v2UjaXMWYgOK6lo3hxek2Z9y3HlNOcNGhQoMebKSn/eV2/Tn8uKP900DozM2DTJqB2bUrSpkwBJk0S6WSMsewSpVvj/fv3sTeTPsx79+4tmCWHxUjOlF0amzenAb5MxceH5j5LSABGjfrsw2nT6ImZQgF06aLuUsMYY+nguJaJvD45U84P5+OjnfYYuGLFaNw0IMJ8Z5+rVAn48096P3myyH0pGWPZIUpyNmrUKCxYsCDDzxcvXoyflRNSFSRiJmcdO2rvmPmETEZjneVyqgVy/PhnH/75Jz1t/PgRaNuWunYwxlg6OK5lIi9PzhITgWPH6D0nZyqil9RPrVs3dRXjrl21P/SCMZYjoiRn586dQ/PmzTP83NPTE6dFK0Okx5TJ2Zs3QHJy3o934wbw33+AiQklFyyNL7+kuTYBYOhQICkp1YfGxsCGDfR47d07wMuLJ+VkjKWL41om8vLk7NQp4MMHqqj71VfabZcBUyZnoo87U1q0iCYJffIE6NOHqxkzJiFRkrPo6GjY2Nhk+Lm1tTVe5+LOTGJiIn766Sc4OjrCwsICrq6uOHr0aJb73b59GyNGjICbmxvMzc0hk8mk6X6i7HaoUGinYqPyqVnLlupSxiyN336jS3/jBsUfDebmwK5d1Of+5UtK1G7flqKZjDE9pm9xbceOHejUqRMqVKgAS0tLVKlSBSNHjkRMXuYay628PDlL3aVRJtNemwycsmjl5cva7WyTIWtrGn9mYgLs3q2ubMwY0zlRkrMyZcrgzJkzGX5++vRplCpVKsfH7dWrF+bOnYvvvvsOgYGBkMvl8PHxQWgWnbLPnTuHBQsW4N27d6hWrVqOz6s1Jibqcvp5/W0rCNylMZsKFwamT6f3EyYADx58toGtLQ1Ir16dZv308KBMjjHGUuhbXOvfvz9u3ryJbt26YcGCBfDy8sKiRYvQoEEDxMfH57gdeaJMzl69Aj59ytm+PN4sXQ4ONB+3IADZyNW1o1Yt9Tw0w4ZRFU3GmM6Jkpx16dIFGzduxIIFC6BQKFTrk5OTERgYiM2bN6Nr1645OmZYWBg2bdqE6dOnIyAgAP3790dwcDDKli2LMWPGZLqvr68vYmJi8O+//+K7777L1XfSGmXXxtxWtVK6fp1KD5uaAr6+eW9XPtenD/DNN8D798DAgen02ChenIqCuLhQqf2mTbmLI2NMRd/i2rZt23Dt2jVMnjwZffv2RWBgIJYvX45bt25h/fr1ufqOuVa8ON18VCjoBld23bxJv2dNTYFmzcRrn4Fq2ZJeDx3S4UlHjQK+/hp4+5bmP0v1b50xphuiJGdjx45FkyZNMHz4cDg4OMDd3R3u7u5wdHTEiBEj4OHhgV9++SVHx9y2bRvkcjn69++vWmdubo4+ffrg3LlzePToUYb72tvbZ9odRaeUk0Q/e5a34yjnNvP2Buzs8nasAsDICFi+nCoHHzoEpPu3S7FiNM+LMkHz9ATu39d5Wxlj+kff4lrjdCZr/jZlOpWbN2/mqB15ZmQElC5N73PytGXnTnr19KQeDEyDlxe9Hj6swxzJ2BhYswawsKB4+McfOjoxY0xJlOTMzMwMR44cwYoVK1C/fn28evUKr169Qv369bFy5UocO3YMZmZmOTrm5cuXUblyZdh+9gu8fv36AIArV65oq/ni+uILen3yJPfH4C6NuVKlCjBxIr3/4YcM/oYoUoT6kFSrBjx+TE/QMvkDiTFWMBhCXHuWctOvqGgTY2WiTBl6zUlytmMHvfI8k+lq2BCwsqJ7hdeu6fDElSoBs2bR+zFjgLt3dXhyxpjWJ6GOj4/HL7/8giZNmqB3797o3bu3Vo4bFRUFBweHNOuV657mpCtFDm3cuBEbN27M8PPo6Gj4ZrNrYZ///kNbADsWLcKq4OBctadcbCwW3LmDRCMj9Fi3DvGbNuXqOGIICwvL9rWQgkJhhEKFZiImpgpq176GBg0mQiZLe0vSvlQpTH/wAA6RkXhSrRrGubkh2tw8x+fT9+uhS3wt1PhaGBZDiWszZ86EXC6Hn59flttqM64BwPB799AUwOrff8f2bMSkoh8+YOU//yAZQK+tWxG7Z0+2z6VrUv73am09Hu/f10eXLqtRqdJ2nZ1XJgiYXLQovnr1CjddXTG2YUMoUgq28O8vNb4WanwttEgQgaWlpbB8+XKtHrNChQqCt7d3mvXh4eECAGHevHnZOk5AQIAAQLh//77W2laiRInsbxwQIAiAIHTpkvsTjh1Lx2jfPvfHEEmbNm2kbkKW7twRBCsruoSTJmWy4YMHglC2LG3o7CwIL17k+FyGcD10ha+FGl8LTYZwPfQ5rgmCIKxfv14AIIwZM0YrbctRXBMEQRg/nn5Xfv999rafMYO2d3fPeeN0TMp/n4sW0WVq3FiCkz94IAi2ttSA6dNVqw3hv1dd4WuhxtdCU16uhyjdGuvUqYP//vtPq8e0sLBAYmJimvUJCQmqzw1CXrs1cpfGPKtUCViyhN5Pnqye/zSNMmVo5mpHR6re2KKFdqZAYIwZHH2Oa6dPn0afPn3QsmVLTJ06VattzLZy5eg1PDzrbQUBWLWK3vfoIVaL8gXluLPQUJqOU6fKlAECA+n9xInAv//quAGMFUyiJGfz58/Hpk2b8Ndff+FTTsvqZsDBwQFRUVFp1ivXOTo6auU8olMmZ7nthnn6NAU/a2ugVSvttauA6dYN6NuX/kbo0iWTvycqVqQErXhx4MoVipRv3+qyqYwxPaCvce3q1avw9fVFjRo1sG3bNhgba320QvZUqUKv2Zkn8uJF4NYtKjrh7y9uuwxcxYq0fPpE9Tl0rmdPoE0bICkJ6N4d+PhRgkYwVrCIkpz16tULRkZGGDBgAGxtbVGpUiW4uLhoLF999VWOjlmzZk3cuXMHbz/7w/jChQuqzw2Cch6cR49yV37pr7/otXNnStBYri1YQHNPv3pFOVeGsxtUrUqP1+ztgbAwSorfv9dpWxlj0tLHuBYeHg4vLy8UL14cBw4cgLWUMUGZnD18CHz4kPm2K1fSa/v2XKUxG5RPz5RTwumUTAYsW0bFsq5eVc+DxhgTjSjJmb29PapUqQJ3d3e4urqiVKlSKFKkiMZib2+fo2P6+fkhOTkZy5YtU61LTExEUFAQXF1dUTqljO/Dhw9x69YtrX4frSpThkrVJibmvGtjTAywdSu979tX600raCwsgP37qTfOvXs0XVyGf1N8+SVVcbSzo/4lbdsCup7olTEmGX2La8+ePUOLFi1gZGSEw4cPo1ixYnn/knlRtCjdwBKEzKv7RUcDa9fS+z59dNM2A9emDb3u2SPRtGMlS6rHAkyfjsrcvZ8xUYnS/yEkJETrx3R1dYW/vz/Gjh2LFy9ewMnJCatXr0ZkZCRWrFih2q5Hjx44efIkhFSzDMfGxmLhwoUAgDNnzgAAFi1ahEKFCqFQoUL44YcftN7eDBkbq7OBe/fUc8Nkx4YNQEICUKMGkFJqmeVNyZLAwYOAmxtw/jzQtSuwfTsgl6ezce3aNEla8+bU1dHPj+bpMTXVebsZY7qlb3HNy8sLERERGDNmDEJDQxEaGqr6rESJEmjevLnW25spmYx6GZw9C1y/DmT0FHHFCroL5uICpDNXG0urSRO6L/jsGcUpNzcJGuHnR2MANm7E8MuX6eakoYz1Z8zASNQ5PXfWrFmDCRMmYO3atYiOjoaLiwv27dsHd3f3TPeLjo7GhAkTNNbNmTMHAFC2bFndJmcAVaS4d4/uLjZpkr19BEHdpbFvXwqETCuqVqU7ks2aAbt30xxof/yRwSX++mt63OblRX1MOnemCcFNTHTebsaY4cttXLt69SoAYJZyPqpUPDw8dJ+cAUCdOpSchYXRna7PJSUBixbR+6FDOY5lk6kp9abfsIGmhpMkOQPo/7uQEJSKigLGjgXmz5eoIYzlb6J0awSAt2/fYsaMGWjZsiVq1aqFsLAwAMCbN28wd+5c3Lt3L8fHNDc3R0BAAKKiopCQkICwsDC0bNlSY5uQkBCNu4sAUK5cOQiCkO4SGRmZ6++Ya05O9JqTiR3PnQMuXwbMzKiaBdOqRo2A9evpb4UlS4BBgzLpPuLuTtmcmRk9OevRA0hO1ml7GWO6p09xLaOYJgiCKE/5ssXVlV5TxsylsXYt8OABFVhKL3ljGVLO071zJ92rlYS9PT35BKiK44kTEjWEsfxNlOTs8ePHqFWrFiZOnIjHjx/j2rVriIuLA0D99pcuXarqZlggKQdO37yZ/X2U5Wy/+44G5jKt69ABWL5cnaD17k0VstLVrBn1fzQxATZtoqeZkgwGYIzpAse1bPj6a3q9dAlIuTYqSUmAssz/mDHcJS6HvLwAc3MgIkLiivbe3jhUpgy9792bqxczJgJRkrPRo0fj3bt3uHLlSpp+8gDQrl07HMtwcqkCQNkX/8qV7G3/6BElAgAwbJgoTWKkTx9g3Toac7ZmDd3czbBycKtWlJjJ5TRnz4gREt7SZIyJieNaNlSoQHXfP35MW1rwjz8osyhWDBg4UJr2GTArK5pqE1D/OSCVoOrVgfLl6Snojz9K2xjG8iFRkrMjR45g6NChcHZ2hiydPuUVKlTAo0ePxDi1YXBxodcnT4DXr7PefsYM6jbXpIl6Xyaarl2pKKaJCb02b07l9tPVvj1lcQDV5k9n/AdjzPBxXMsGmYwKRwDqiowA8N9/wLhx9H7yZMo0WI4pL+2GDdLeB4w3NqYbkjIZdXPcvVu6xjCWD4mSnMXHx2da1vedzqe51zO2tnTXCaBxZJmJjKS+dgAwaZKozWJq334L7N0L2NgAp04B9erR3xfp6toVmDeP3v/8M7B6tc7ayRjTDY5r2dS7N/3Rvm8f8M8/dAOyfXuq0Ni8OdC/v9QtNFjffgtYWlI9sYyG9emMu7v6qVnv3jS/HWNMK0RJzpydnXHq1KkMP9+1axdq1aolxqkNh7Jv/unTmW83aRL11ff0BDw8xG8XU2nZksoWV6xIOXKDBpl0Jxk+HBg9mt736UMVHRlj+QbHtWyqUgXw96f333xDXR3v3qVpYzZsAIxEq0OW71lbqwuDpH4wKZlp04C6dWnuuq5dMxmkzRjLCVF+Sw4fPhybNm3CzJkzERsbCwBQKBS4d+8eunfvjnPnzmHEiBFinNpwKEvoZ1bt6PRpdZe5adPEbxNLw9mZ7lA2aULj2/38gO7dKRalMWOGunKjvz9ldoyxfIHjWg4sWUJ/tMfHU8GIypVpQsmiRaVumcHr3p1eN23KZDy0rpia0lQytrbAmTPcu4cxLRElOevWrRsmT56M8ePHo3LlygBowswqVapg06ZNmDZtGtq1ayfGqQ1H06b0eu5c+gOaEhOpnjsA9OvHk05LqEgR4PBh4Kef6KbvunU0D/ihQ59taGREc9F5e9MfJa1aoQxXsmIsX+C4lgOFC9NdrbNnablxA6heXepW5QuenoCDA/DmDeW7kqtQQT30Yvp0oKAXxWFMC0SbhPqXX35B9+7dsX37dty7dw8KhQIVK1ZE+/btUaFCBbFOazgqVgRq1aIxZ5s20czHqY0dS4OcihalX3hMUiYm9GCsbVugVy/gzh3Kwfr2BebMoRuHqg23bqUIeuECJp8/TwMElHPbMcYMFse1HDAyor7gTKvkcppRZ/ZsYOVKikmS69gROH4cWLaM5mG9ehUoUULqVjFmsLSanCUkJGD37t24f/8+ihQpgtatW3M3j8z06kXJ2YIFVFrYOOX/js2b1QUmgoJ4XjM90qAB/V/2yy/A/Pn0oOzoUbpx2Lx5ykZWVlRGunFj2P/7L82JFhoKlColZdMZY7nAcY3pm759KTnbt4/GQ5crJ3WLQAHx7Fm6qdy9O3Ut4fGFjOWK1v7LefHiBWrUqIGuXbti3LhxGDBgACpVqsTzvmTmf/+jxOvuXaryFx8PzJxJA2sBKjLRurWkTWRpWVpS7hwSop7qpUULGqh9507KRvb2wJEjeGplRRs0awa8eCFlsxljOcRxjemjKlUopCgUNLxPL1hY0I1lCwu6Y6mccJwxlmNaS85+//13REZGYsSIEdi3bx/mz58PCwsLDBgwQFunyH+srdVPyObMob/6f/6ZfuP270+3xpje8vAArl0Dhg6lriY7d1IBke+/B6KiAJQsiQlff01Vym7fpvKPMTFSN5sxlk0c15i+Uo6E+OsvICFB2raoODsDixfT+4kTacgGYyzHtJacHTlyBD169MDs2bPh4+ODoUOHYtGiRYiMjMTt27e1dZr8p3t36hOnrGJVpAjw5590O0wul7ZtLEvW1kBgIHWxb92aCjUuWUJDzCZMAJ6aFKEB0sWLA1euAD4+VPaRMab3OK4xfdW6NVCmDE0jt3mz1K1JpXdv6vUDAD17Upd+xliOaC05e/jwIRo1aqSxrlGjRhAEAc+fP9fWafKnvn2B589pefaMxp/JZFK3iuVA9eo0afXJkzSF3YcPwJQpQHDwMsw/UBnxe44ChQpRdc527fToVidjLCMc15i+ksuplwZAnWwUCmnbo2H2bJox++NHqlii6u/PGMsOrSVniYmJMDc311in/PkTT0yYNSMjerpiLFoBTaYD7u40JnrHDhoX8PGjHUaMAEq3csGy9oegsLSiqlYdO9J0CYwxvcVxjemzAQMAGxuqwbF3r9StSUUupzln6tenmv/e3sDLl1K3ijGDodVMIDIyEpcuXVL9rJyo8+7duyhUqFCa7WvXrq3N0zOmF2QyumnYpg1Qp84ixMX9gIgIYMBKV2w32Yt9cm+Y7N1LG23fTgOoGWN6ieMa01eFCwNDhgDTpgG//w74+upRpxtLS8oYv/4aiIigxgUHc7xjLBu0mpxNmDABEyZMSLN+kHIy5RSCIEAmkyE5OVmbp2dMrxgbA2XLHsHOnT9g504gIAA4EtYEPtiL3WgLy4MH8fxrX9if3AWTQlZSN5cxlg6Oa0yfDR9OVez/+Qc4fBjw8pK6RakUL07Tyri5AefP0xj7zZt5PD1jWdBachYUFKStQzGWr8jlgJ8f0KEDjY2ePbs5vPccxH60Qolrx3C2uA8ODtqH7oNsULmy1K1ljClxXGP6rlgxGqY+dy7Nv9mihZ5NL1a1KrBrF00Eun070K8flZjUq0Yypl+0lpz17NlTW4diLF+SyYBvvqHl3j0PrJt8BF3XecMt6RTkgc3gEbgLVTwc0K8fzZnGvT8YkxbHNWYIfvqJ8p1Ll4A1a4BevaRu0Wfc3YENG2isdVAQlTX+6y/AxETqljGml/jWBWMScHICBq5xg+XZ4/hoXRiuCMPfqIv4kxfQrRvg6Ejzp125AgiC1K1ljDGmr4oXp6lbAGDsWD2draVDB2DtWupKsmYNVXF8/17qVjGmlzg5Y0xCxl/XhemlC0C1avgCT3FG7o6R9kGIiQEWLgRq1aKqj+PG0V1RTtQYY4x9bsgQoGJFmo1nyhSpW5OBrl2B3bupW8jBg0DTpsCrV1K3ijG9w8kZY1KrVAm4cAFo1w7GyR8x+83/EOk7FJ3aJ8HMDLh7F5g+HahTh564/fQTcPEiJ2qMMcaImRmNOwNomrGLF6VtT4ZataKqjfb2QFgYVXO8cUPqVjGmVzg5Y0wf2NjQYOnffgMAlN2zEJteN8ermy+xcSP1CLGwoIrEs2bR9DHlywOjRlERLE7UGGOsYPP1BTp3piFdPXsCCQlStygDX38NnDkDlCsHhIcDrq7Axo1St4oxvcHJGWP6wsgImDiRun3Y2AAnT8LavTY6FzmKbduAFy+ALVtoTLWlJfDgATBnDtCgAVCqFA0CX7cOiIqS+oswxhiTwqJFQMmSwM2bNP5Mb1WtSo/3GjemQXJduwL9+wMfPkjdMsYkx8kZY/rG15e6OVauDDx+TLWRBw6EtfAO/v40TczLl/SgrUsXwNoaePoUWL2appFxdARq1KD5b/btA969k/oLMcYY04UiRYDly+n9/Pl6/kCqaFHg6FFg/HgqZ7x8OfXfDw2VumWMSYqTM8b0UbVqVAHkhx/o56VLAWdnYNs2QBBgaUnl9jdsoCdqR47QWLQ6dSjGXb8OBAYCbdpQ1/5GjYBff6WYl5Qk6TdjjDEmotat1U/N+vQBLl+Wtj2ZMjYGfv+dgljJksCtWzTfTL9+VN2EsQKIkzPG9JWVFZVsDA6mAWaPHwP+/lTh6sIF1WYWFjS/54wZwN9/01O1rVuBAQOoetenT9S9/7ffKOYVLkxjsufNA/79l8erMcZYfvP774C3NxAfT6937kjdoiw0a0aFQfr0oZ//+ouKZU2dyl0dWYHDyRlj+q5JE3oUNnEileQKCaEB1d9+S+s/U6QI4OcHLFkC3LsH3L9Pca5zZ6BYMZpa5sAB4McfARcXwMGBuvsvXEhDAD5+1P1XZIwxpj1yOfWs+Oor4PlzuqcXESF1q7JQuDAFq9BQqnoVF0ddHitXBv78E0hMlLqFjOkEJ2eMGQILC3r0dfs20Ls3FQ/ZtYsGl7VuTU/XMngEVq4c3YzcuJF6iVy5QqWWvbyosMjz5/TZ0KEUD21tATc3St42b6bCI/x0jTHGDEuhQjSky9kZePIEaNgQ+OcfqVuVDQ0bAufOUXZZpgw1ftAg6goybRr15WcsH+PkjDFDUrYssHIl9Uds354GmO3fD3h6AjVr0kCzp08z3N3IiO6kjhxJc4BGRwMnT1Le5+ND49MSEykuzptHT9vKlaOna82bA8OG0fC30FDgzRudfWvGGGO5UKwYcPw43cd79oy6tq9ZI3WrssHIiCpe3b5N3TocHSlJ++UXoHRpqn514gTNG8BYPsPJGWOGyNmZyjXevg0MHkyPwK5doxKNpUpRV8ilS4FXrzI9jKkp4O5OPSb376fN794F1q6lw9apQ+O1nz8Hjh0DFiwABg6kAF+kCCVtnp7AkCHUjfLUKeD1a91cAsYYY1krWZLGHXt50Ri0nj2Bvn2BmBipW5YN5uZUGCs8nLLK+vWp7/26ddRXs3RpinsXLnAXD5ZvGEvdAMZYHlSqRBPbTJ5MwWrzZuDsWRqXFhJCGVbz5lQBxNOT5paRyTI8nEwGODnR0q0brYuPp7zv+nUar33jBr1/+JDuxD57Rr0qUytenPLH6tXVr4mJtqJdBsYYYxmztaWpVaZMoZ4SK1YAe/YA06dTsmas738NmpvT07Lu3YGwMGDZMrpBGRVFPUYCA6mbh5cXxbymTalfJ2MGSN//c2SMZYe9PQ0aGzqUBolt2QJs2kTl+A8dogWgriGenhS46tcHqlShkeOZsLAAXF1pSe3dO5roNHXCduMGEBlJQwJevKD8UG0dihWjRM3JiZri6Ah88YX6ffHiWTaHMcZYLsjlwKRJ1Fti0CCqWt+3LzBzJvUW7NSJciC9V78+LYsXA4cPU6zbvZuCz5IltBgZ0TbNm9NcMnXqUHcPxgyAQSVniYmJmDhxItauXYvo6Gi4uLhgypQpaN68eZb7PnnyBCNGjMCRI0egUCjQpEkTzJs3DxUqVNBByxnTobJlgdGjabl7l+4uHjtGA8WePqU+i2vX0rbW1kDt2kC9ekDdujQwwckpWxHaxkYdI1OLi6Ognzphu36dqka+ekVj3E6eTP+Ycjl1wUkvcUv9vnDhTB8AMmYwOK4xXWvSBLh6lTpdTJtGYaJXLyoC1a0bVft1czOAG2VmZoCvLy3v39PguqNHabl9Gzh/nhalChUoztWtS2O0K1WibpF6/0VZQWNQyVmvXr2wbds2DB8+HJUqVcKqVavg4+ODEydOoFGjRhnuFxcXhyZNmiA2Nhbjxo2DiYkJ5s2bBw8PD1y5cgVF+G4Ky68qVQJ+/pmW+Hjq8nj8OA0Ou3yZMqlTp2hRkskowatShUoYV6lCVbLKlaP1FhaZntLaWh3/UvPx8ceUKVtx/To93HvyhHLFp0/p/fPnNLb7yRNaMmNurk7UPk/eihWj5K1QIfUrx16mrziuMSmYmlIy1q8fPYD64w/g0SMaV7xgAfViaNGCCic2bEg94k1MpG51Jqys1IkaQP3ujx2jeBcWRvPKRETQsmWLej9TU4pvlSrRjclKldTLF19w8GCSMJjkLCwsDJs2bUJAQABGjRoFAOjRowdq1KiBMWPG4OzZsxnu+8cff+Du3bsICwtDvXr1AADe3t6oUaMG5syZg2nTpunkOzAmKQsL6tLo6Uk/JydTv8S//6bln3/o59hY6h4SGUldRj5XtChVAilZUr2UKKHOhAoVAuzs1K92doCJCYyNE1G7Nj2oS8+nT9QVUpmspU7cUr9/8wZISFDH2eywsaHmpU7aUv9sZUWXJyeLiQk/vWN5w3GNSc3Ghu7djR5Nvd83bwb27qXfxevW0QLQmDQnJ0rSbt7sgZUr6WZYiRIUAooV07Nxa2XKAP/7Hy0AlSa+dIli3cWL1J0jPJyKi9y8ScvnjIzoCzo40KL8wsq4ZmeH2i9eUHlj5TpbW7pDycGB5YE+/aeUqW3btkEul6N///6qdebm5ujTpw/GjRuHR48eoXTp0hnuW69ePVUAA4CqVavC09MTW7Zs4SDGCia5nLox1qhBfVoAqnb18iV1Cblzh15v36Y+iffv05O2V69o+fff7J/LygpByck04MzOjoKXuTllOebmgLk5jM3N4Ziy1E1ZB0dzoELKdmZmgFyOj5+M8CZWjtfRRnj5Ro5X0UZ49UaOF6+M8PI1ffY2zgjRb+V4n2CEZMiheGeE5HdyxD80QhzkeAgjKJDyWQ5eBcgAUNA1MlInasqvkt3l3r32WLBAneTJ5bQYG2f9PrvbZbaPXM5/O+gDjmtMX8jlVDeqVSsgKQk4fZq6n585Q4UQld3Vb90CAD/06aO5v0xGN7psbdMuNjbqX+GpF1PTtOtSfs1rLEZGadfleBvjwjD62hPyhp7q34GKZMgePaR+nXfv0tM15fuICLpjGBVFSwZ+BagPaGpGRuovnyqRg5UVfUETE/ryeV1MTOhcykV5IbSxTibjICEhg0nOLl++jMqVK8PWVrPiW/2UAS9XrlxJN4gpFApcu3YN/1PePfls3yNHjuDdu3ewsbERp+GMGRKZjPqzFC9O9fJTEwS6+/joEfVBVJZqfPaMfo6JUS+xsfT6/j3t+/49igA0AC2PTAGUTFmkkKxM7BRyKN4bIfl96sQNWb4CwGDIgGGjs71Pdo6pfK+ADAoAH3NwDJnyZ5n6ZwAQUoKzTPU/6v1Sh20hnSAuy2C9as/UH7Usn852+R/HNaaPTEyoZlTTpvSzIACPH6uTs7lz96NKlVaqMPDiBaBQUHiIjpa27TkjB1AeQHnIZC0gk6nzEmPZJ5QwfQEHRKmWkohCMeElbBELOyEWtkIsrJPfwM7oPWxTfjbBJ7oYyliYDyggg5BqAWQQZJrrBMiwQQDey23SrEc62yqPAaQfx9TrUn6WZb1NRttl9h4pcS/LbdKsSxvfPv8czSsitwwmOYuKioKDg0Oa9cp1TzOYePfNmzdITEzMct8qVapkeO6NGzdi48aNGX6elJQEX2U/5wLuyZMnfC1SKVDXQy6nalipxrrIFQpYfvoEy6QkfHj6FOULF4ZVUhLMkpNhkpwMU4UCpimvyp9NUq0zTU5W/WyiUMBIEGAk0K9A5fvPf1a+lyk/z+znz95n62tCATkUFITzm8+nCdLRtEGXLhnUX3Raw3HNMBSo3+PZYG//BKamS1G6NNXTEAQjfPxoi48frfHpkyU+fbJQvSYlWeLTJ0soFCaqJTnZRONnhcJY470gGEEQ5CmvtABGEASZxjrlNvRZ2iUnU/kKAi0KBf2cBGNEwhGRcMx6Z4XqKLBAPOwQC1u8hR1iNRYrvIcJkmCKj5ku2dlGucggQK66ZUhL5j/n/Jc67fPZfhkdRpHB+gLo0qXYXO9rMMlZfHw8zMzM0qw3T6kqFx8fn+F+AHK1r1KXLl3QpUuXDD/39fXFnj17Mj1GQcHXQhNfDzVfX19M0edroYzMycnpv2b2WXKy+hiZvaa8H/zDD1i8cGH29snmMdN7VSQL1MSU1+RPAn2VZIG+brJ6O0EABIWg+iMl9XvlHyzK7ZXr6b0ACJ+tA4CU/VU/pxxT42eB9q8dvCCj/1fyNY5rhoGvhSZDuR6CoPkr+vNFELJeFIrMPx84cBAWL/4j5WcZBMESgmAJwEHj13F23mf1eYIAJGTxfbO6HsovJRMU6tdUMU4mKCBTaF4cGQT63Z3y/vPPINDnc+fMxsgff8z2vgDocyF1A6HxGaCOG9n9TCndY6d3oTL6LLv7pPOzoBBQ+9w85JbBJGcWFhZITExMsz4hIUH1eUb7AcjVvoyxAkQmUw9QENkjGxsa6yeynN07llABTc44rjEmHplM/CIlNjaP4ews7jm0Swbqzqn9OJe4+TG+7uak9eMaLN/cJ2cGEbcB6qoRlc6gTOU6R8f0Hz3b29vDzMwsV/syxhhjYuG4xhhj7HMGk5zVrFkTd+7cwdu3bzXWX7hwQfV5eoyMjPDll1/i77//TvPZhQsXUKFCBR40zRhjTOc4rjHGGPucwSRnfn5+SE5OxrJly1TrEhMTERQUBFdXV1VFq4cPH+IW1XrV2PfixYsagez27dsIDg6Gv7+/br4AY4wxlgrHNcYYY58zmDFnrq6u8Pf3x9ixY/HixQs4OTlh9erViIyMxIoVK1Tb9ejRAydPnqRB6ikGDRqE5cuXo1WrVhg1ahRMTEwwd+5clChRAiNHjpTi6zDGGCvgOK4xxhj7nMEkZwCwZs0aTJgwAWvXrkV0dDRcXFywb98+uLu7Z7qfjY0NQkJCMGLECEyZMgUKhQKNGzfGvHnzUKxYMR21njHGGNPEcY0xxlhqBpWcmZubIyAgAAEBARluExISku76UqVKYevWraK0K7NyxAUNXwtNfD3U+Fqo8bXQVJCvB8c1/cfXQhNfDzW+Fmp8LTTl5XrIBOHzYv2MMcYYY4wxxnTNYAqCMMYYY4wxxlh+xskZY4wxxhhjjOkBTs4YY4wxxhhjTA9wcsYYY4wxxhhjeoCTM8YYY4wxxhjTA5yc5VJiYiJ++uknODo6wsLCAq6urjh69KjUzZJEXFwcJk2aBC8vL9jb20Mmk2HVqlVSN0vnLl68iB9++AHVq1eHlZUVypQpg44dO+LOnTtSN00S169fh7+/PypUqABLS0sULVoU7u7u2Lt3r9RN0wtTp06FTCZDjRo1pG6KzoWEhEAmk6W7nD9/XurmFVgc19Q4rqlxbFPjuJY5jmvaiWsGNc+ZPunVqxe2bduG4cOHo1KlSli1ahV8fHxw4sQJNGrUSOrm6dSrV68wefJklClTBl999VWGc/LkdzNnzsSZM2fg7+8PFxcXPHv2DIsWLULt2rVx/vz5AvfL6sGDB3j37h169uwJR0dHfPjwAdu3b4evry+WLl2K/v37S91EyTx+/BjTpk2DlZWV1E2R1NChQ1GvXj2NdU5OThK1hnFcU+O4psaxTY3jWsY4rhGtxDWB5diFCxcEAEJAQIBqXXx8vFCxYkWhQYMGErZMGgkJCUJUVJQgCIJw8eJFAYAQFBQkbaMkcObMGSExMVFj3Z07dwQzMzPhu+++k6hV+uXTp0/CV199JVSpUkXqpkiqU6dOQtOmTQUPDw+hevXqUjdH506cOCEAELZu3Sp1U1gKjmuaOK6pcWzLHMc1wnFNe3GNuzXmwrZt2yCXyzXukJibm6NPnz44d+4cHj16JGHrdM/MzAwlS5aUuhmSc3Nzg6mpqca6SpUqoXr16rh586ZErdIvcrkcpUuXRkxMjNRNkcypU6ewbds2zJ8/X+qm6IV3797h06dPUjejwOO4ponjmhrHtsxxXOO49rm8xjVOznLh8uXLqFy5MmxtbTXW169fHwBw5coVCVrF9JEgCHj+/DmKFi0qdVMk8/79e7x69Qrh4eGYN28eDh48CE9PT6mbJYnk5GQMGTIEffv2xZdffil1cyTXu3dv2NrawtzcHE2aNMHff/8tdZMKLI5rLCcKemzjuKbGcU2TNuIajznLhaioKDg4OKRZr1z39OlTXTeJ6an169fjyZMnmDx5stRNkczIkSOxdOlSAICRkRHat2+PRYsWSdwqaSxZsgQPHjzAsWPHpG6KpExNTdGhQwf4+PigaNGiuHHjBmbPno1vvvkGZ8+eRa1ataRuYoHDcY3lREGPbRzX1DiuEW3GNU7OciE+Ph5mZmZp1pubm6s+Z+zWrVsYPHgwGjRogJ49e0rdHMkMHz4cfn5+ePr0KbZs2YLk5GR8/PhR6mbp3OvXrzFx4kRMmDABxYoVk7o5knJzc4Obm5vqZ19fX/j5+cHFxQVjx47FoUOHJGxdwcRxjWUXxzaOa0oc19S0Gde4W2MuWFhYIDExMc36hIQE1eesYHv27BlatWoFOzs71ViOgqpq1apo1qwZevTogX379iEuLg5t2rSBIAhSN02nxo8fD3t7ewwZMkTqpuglJycntG3bFidOnEBycrLUzSlwOK6x7ODYRjiuEY5rmcttXOPkLBccHBwQFRWVZr1ynaOjo66bxPRIbGwsvL29ERMTg0OHDvG/h8/4+fnh4sWLBWqOnLt372LZsmUYOnQonj59isjISERGRiIhIQFJSUmIjIzEmzdvpG6m5EqXLo2PHz/i/fv3UjelwOG4xrLCsS1jHNc4rmUkN3GNk7NcqFmzJu7cuYO3b99qrL9w4YLqc1YwJSQkoE2bNrhz5w727dsHZ2dnqZukd5Tdo2JjYyVuie48efIECoUCQ4cORfny5VXLhQsXcOfOHZQvX77Ajt1ILSIiAubm5rC2tpa6KQUOxzWWGY5tmeO4xnEtI7mJazzmLBf8/Pwwe/ZsLFu2DKNGjQIAJCYmIigoCK6urihdurTELWRSSE5ORqdOnXDu3Dns3r0bDRo0kLpJknrx4gWKFy+usS4pKQlr1qyBhYVFgQruNWrUwM6dO9OsHz9+PN69e4fAwEBUrFhRgpZJ4+XLl2nGJ1y9ehV79uyBt7c3jIz4vqGucVxjGeHYpsZxTY3jmiZtxjVOznLB1dUV/v7+GDt2LF68eAEnJyesXr0akZGRWLFihdTNk8SiRYsQExOjqui1d+9ePH78GAAwZMgQ2NnZSdk8nRg5ciT27NmDNm3a4M2bN1i3bp3G5926dZOoZdIYMGAA3r59C3d3d3zxxRd49uwZ1q9fj1u3bmHOnDkF6ulI0aJF0a5duzTrlXPCpPdZftapUydYWFjAzc0NxYsXx40bN7Bs2TJYWlpixowZUjevQOK4lhbHNcKxTY3jmhrHNU1ajWt5nsa6gIqPjxdGjRollCxZUjAzMxPq1asnHDp0SOpmSaZs2bICgHSX+/fvS908nfDw8MjwGhTE/9Q2btwoNGvWTChRooRgbGwsFC5cWGjWrJmwe/duqZumNzw8PITq1atL3QydCwwMFOrXry/Y29sLxsbGgoODg9CtWzfh7t27UjetQOO4ponjGuHYpsZxLWsc1/Ie12SCUMBKyzDGGGOMMcaYHuKO/YwxxhhjjDGmBzg5Y4wxxhhjjDE9wMkZY4wxxhhjjOkBTs4YY4wxxhhjTA9wcsYYY4wxxhhjeoCTM8YYY4wxxhjTA5ycMcYYY4wxxpge4OSMMcYYY4wxxvQAJ2eMMcYYY4wxpgc4OWMsn2rcuDEaN24sdTNUypUrh9atW2vteL169YK1tbXWjscYY0y/cVxjBQEnZyxfCQ8Px4ABA1ChQgWYm5vD1tYWDRs2RGBgIOLj49Nsn5ycDEdHR8hkMhw8eDDdY/7666+QyWSqxdLSEs7Ozhg/fjzevn2r2m7VqlUa232+nD9/XrTvnZ/IZDL88MMP6X7WoUMH+Pj46LhFjDEmHY5rho/jGssJY6kbwJi27N+/H/7+/jAzM0OPHj1Qo0YNfPz4EaGhoRg9ejSuX7+OZcuWaewTHByMqKgolCtXDuvXr4e3t3eGx//zzz9hbW2NuLg4HDlyBFOnTkVwcDDOnDkDmUym2m7y5MkoX758mv2dnJy092ULoKSkJBw9ehTTp0+XuimMMaYTHNfyN45rLD2cnLF84f79++jcuTPKli2L4OBgODg4qD4bPHgw7t27h/3796fZb926dahduzZ69uyJcePG4f3797Cyskr3HH5+fihatCgAYODAgejQoQN27NiB8+fPo0GDBqrtvL29UbduXS1/Q3b69Gm8e/cOrVq1kropjDEmOo5r+R/HNZYe7tbI8oVZs2YhLi4OK1as0AhgSk5OThg2bJjGuvj4eOzcuROdO3dGx44dER8fj927d2f7nE2bNgVAATSvWrdujQoVKqT7WYMGDTSCYlBQEJo2bYrixYvDzMwMzs7O+PPPP7M8h7J7SmRkpMb6kJAQyGQyhISEaKy/cOECvLy8YGdnB0tLS3h4eODMmTM5/m6ZWb16NYyNjTF69Ogst92/fz+cnZ1Rrly5DLe5cuUKihUrhsaNGyMuLg4AoFAo8Ouvv8LR0RGWlpZo0qQJbty4gXLlyqFXr15a+iaMMaZdHNc4rgEc1woiTs5YvrB3715UqFABbm5u2d5nz549iIuLQ+fOnVGyZEk0btwY69evz/b+4eHhAIAiRYporI+NjcWrV680ltevX2d6rE6dOuH+/fu4ePGixvoHDx7g/Pnz6Ny5s2rdn3/+ibJly2LcuHGYM2cOSpcujUGDBmHx4sXZbntWgoOD4e7ujrdv32LSpEmYNm0aYmJi0LRpU4SFhWnlHMuWLUPv3r3x888/IyAgIMvtDxw4kGm//IsXL6Jp06aoVasWDh48qBpUPXbsWPz222+oW7cuAgICUKlSJbRs2RLv37/XyvdgjDExcFzjuMZxrYASGDNwsbGxAgChbdu2OdqvdevWQsOGDVU/L1u2TDA2NhZevHihsd2kSZMEAMLt27eFly9fCvfv3xeWLl0qmJmZCSVKlBDev38vCIIgBAUFCQDSXczMzLL8DmZmZsLIkSM11s+aNUuQyWTCgwcPVOs+fPiQZv+WLVsKFSpU0Fjn4eEheHh4qH5Wtu/+/fsa2504cUIAIJw4cUIQBEFQKBRCpUqVhJYtWwoKhULjvOXLlxeaN2+e6XfJSNmyZYVWrVoJgiAIgYGBgkwmE37//fc02wEQBg8erLEuIiJCo42CIAg9e/YUrKysBEEQhNDQUMHW1lZo1aqVkJCQoNrm2bNngrGxsdCuXTuN4/36668CAKFnz565+i6MMSYmjmsc1ziuFVz85IwZPGVlKRsbm2zv8/r1axw+fBhdunRRrevQoQNkMhm2bNmS7j5VqlRBsWLFUL58eQwYMABOTk7Yv38/LC0tNbZbvHgxjh49qrFkVDFLydbWFt7e3tiyZQsEQVCt37x5M77++muUKVNGtc7CwkL1Xnk308PDAxEREYiNjc32NcjIlStXcPfuXXTt2hWvX79W3SV9//49PD09cerUKSgUilwff9asWRg2bBhmzpyJ8ePHZ2uf/fv3w87ODo0aNUrz2YkTJ9CyZUt4enpix44dMDMzU312/PhxfPr0CYMGDdLYZ8iQIbluP2OMiY3jGsc1jmsFFxcEYQbP1tYWAPDu3bts77N582YkJSWhVq1auHfvnmq9q6sr1q9fj8GDB6fZZ/v27bC1tYWJiQlKlSqFihUrpnvs+vXr52rgdKdOnbBr1y6cO3cObm5uCA8Pxz///IP58+drbHfmzBlMmjQJ586dw4cPHzQ+i42NhZ2dXY7Pndrdu3cBAD179sxwm9jYWBQuXDjHxz558iT279+Pn376KVv98ZX279+PFi1awNhY81dWQkICWrVqhTp16mDLli1pPn/w4AGAtBXF7O3tc9V+xhjTBY5rahzXOK4VNJycMYNna2sLR0dH/Pfff9neR9kHv2HDhul+HhERkWYgs7u7u6qqlRjatGkDS0tLbNmyBW5ubtiyZQuMjIzg7++v2iY8PByenp6oWrUq5s6di9KlS8PU1BQHDhzAvHnzMr3zl7oscmrJyckaPyuPERAQgJo1a6a7T24nyaxevTpiYmKwdu1aDBgwIN3SzJ/78OEDQkJC0h0cbmZmBh8fH+zevRuHDh3S6mSgjDEmFY5rHNc4rhVcnJyxfKF169ZYtmwZzp07p1H+Nz3379/H2bNn8cMPP8DDw0PjM4VCge7du2PDhg3Z7pqgLVZWVmjdujW2bt2KuXPnYvPmzfjmm2/g6Oio2mbv3r1ITEzEnj17NLqEnDhxIsvjK++oxcTEaKxX3oVTUt45tbW1RbNmzXL7ddJVtGhRbNu2DY0aNYKnpydCQ0M1vl96goODkZiYmO5cPTKZDOvXr0fbtm3h7++PgwcPonHjxqrPy5YtCwC4d++eRsB8/fo1oqOjtfOlGGNMBBzXOK5xXCuYeMwZyxfGjBkDKysr9O3bF8+fP0/zeXh4OAIDAwGo7y6OGTMGfn5+GkvHjh3h4eGRo+pW2tSpUyc8ffoUf/31F65evYpOnTppfC6XywFAo/9+bGwsgoKCsjy2MjidOnVKtS45OTnNBKZ16tRBxYoVMXv2bFXZ3tRevnyZ/S+UjlKlSuHYsWOIj49H8+bNs6z4deDAAdStWxclSpRI93NTU1Ps2LED9erVQ5s2bTSqbnl6esLY2DjN3clFixbl6TswxpjYOK5xXOO4VjDxkzOWL1SsWBEbNmxAp06dUK1aNfTo0QM1atTAx48fcfbsWWzdulU198f69etRs2ZNlC5dOt1j+fr6YsiQIbh06RJq166d47YcPHgQt27dSrPezc0twzlflHx8fGBjY4NRo0ZBLpejQ4cOGp+3aNECpqamaNOmDQYMGIC4uDgsX74cxYsXR1RUVKbHrl69Or7++muMHTsWb968gb29PTZt2oRPnz5pbGdkZIS//voL3t7eqF69Onr37o0vvvgCT548wYkTJ2Bra4u9e/eqtpfJZPDw8Egzn0xmnJyccOTIETRu3BgtW7ZEcHCwaozF5w4cOIDevXtnejwLCwvs27cPTZs2hbe3N06ePIkaNWqgRIkSGDZsGObMmQNfX194eXnh6tWrOHjwIIoWLZphlxjGGJMaxzWOaxzXCihpi0Uypl137twR+vXrJ5QrV04wNTUVbGxshIYNGwoLFy4UEhIShH/++UcAIEyYMCHDY0RGRgoAhBEjRgiCoC45/PLly0zPnVnJYQBCUFBQtr7Dd999JwAQmjVrlu7ne/bsEVxcXARzc3OhXLlywsyZM4WVK1emKSf8eclhQRCE8PBwoVmzZqpyyePGjROOHj2appyvIAjC5cuXhfbt2wtFihQRzMzMhLJlywodO3YUjh8/rtrm3bt3AgChc+fOWX6v1CWHlS5cuCDY2NgI7u7uwocPHwSFQiEAEIYOHSoIgiD8999/AgAhLCwszfFSlxxWevXqleDs7CyULFlSuHv3riAIgvDp0ydhwoQJQsmSJQULCwuhadOmws2bN4UiRYoIAwcOzLLdjDEmJY5r91XbcVzjuFYQyAQh1XNkxhjLgQMHDqB169a4evUqvvzyyzwf7+3bt7Czs8P48ePx+++/Y9asWZg7dy6ioqK0ejcwJiYGhQsXxpQpU/DLL79o7biMMcYMG8c1JjUec8YYy7UTJ06gc+fOWglgAHDx4kUAgLOzMwCgXLlymDdvXp4CWHx8fJp1yjLOqQdZM8YYYxzXmNT4yRljTHLXrl3DsWPHMHfuXCQkJCAiIiLDvvo5tWrVKqxatQo+Pj6wtrZGaGgoNm7ciBYtWuDw4cNaOQdjjDGWGsc1lltcEIQxJrkdO3ZgxowZqFu3LubNm6e1AAYALi4uMDY2xqxZs/D27VvVYOopU6Zo7RyMMcZYahzXWG7xkzPGGGOMMcYY0wM85owxxhhjjDHG9AAnZ4wxxhhjjDGmBzg5Y4wxxhhjjDE9wMkZY4wxxhhjjOkBTs4YY4wxxhhjTA9wcsYYY4wxxhhjeoCTM8YYY4wxxhjTA5ycMcYYY4wxxpge+D8VqtsfvgaoHAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 3), constrained_layout=False)\n", + "\n", + "ax = [None for _ in range(2)]\n", + "for n in range(2):\n", + " ax[n] = fig.add_subplot(1, 2, n + 1)\n", + "\n", + "low = [0, 0]\n", + "high = [5e-3, 10e-3]\n", + "step = [1e-3, 2e-3]\n", + "coeff = [1e-2, 1e-2]\n", + "caption = [\"All grid columns and hours\\nwithin 30° S–30° N\",\n", + " \"Grid columns and hours within\\n30° S–30° N with nonzero precipitation\"]\n", + "# thin spaces (\" \") are used in labels\n", + "\n", + "for n in range(2):\n", + " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", + " ax[n].spines[axis].set_linewidth(0.5)\n", + " ax[n].tick_params(length=6, width=0.5)\n", + " ax[n].grid(color=\"0.\", linewidth=0.5)\n", + "\n", + " ax[n].set_xlim((0, 5000))\n", + " ax[n].set_xticks(np.arange(0, 5001, 1000))\n", + " ax[n].set_xticklabels([f\"{y:d}\" for y in np.arange(6)],\n", + " fontsize=\"large\")\n", + " ax[n].set_xlabel(\"CAPE value, kJ/kg\",\n", + " fontsize = \"large\")\n", + "\n", + " ax[n].set_ylim((low[n], high[n]))\n", + " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", + " ax[n].set_yticklabels([f\"{x:.1f}\" for x in (np.arange(low[n],\n", + " high[n] + step[n] / 2,\n", + " step[n]) / coeff[n])],\n", + " fontsize=\"large\")\n", + " ax[n].set_ylabel(\"Percentage per 10 J/kg\",\n", + " fontsize=\"large\")\n", + "\n", + " ax[n].set_title(caption[n],\n", + " fontsize=\"large\")\n", + "\n", + "for data, col, lab in zip(\n", + " [wrf_cape_hist, inm_scape_hist],\n", + " [\"blue\", \"red\"],\n", + " [\"WRF, max θ$_\\mathregular{e}$ CAPE\", \"INMCM, surface CAPE\"]\n", + "):\n", + " p, = ax[0].plot(\n", + " (data[\"bins\"][:-1] + data[\"bins\"][1:]) / 2,\n", + " data[\"values\"] / np.sum(data[\"values\"]),\n", + " linewidth=1.5, color=col,\n", + " zorder=6, label=lab\n", + " )\n", + " p.set_clip_box(\n", + " transforms.TransformedBbox(\n", + " transforms.Bbox.from_extents(-500, -0.001, 5000, high[0]),\n", + " ax[0].transData\n", + " )\n", + " )\n", + "\n", + "leg = ax[0].legend(loc=\"upper right\", borderaxespad=0.5,\n", + " fontsize=\"large\",\n", + " framealpha=1, edgecolor=\"0.\",\n", + " handlelength=1., handletextpad=0.5)\n", + "leg.get_frame().set_linewidth(0.5)\n", + "\n", + "for data, col, lab in zip(\n", + " [wrf_cape_rain_hist, inm_scape_rain_hist],\n", + " [\"blue\", \"red\"],\n", + " [\"WRF, max θ$_\\mathregular{e}$ CAPE\", \"INMCM, surface CAPE\"]\n", + "):\n", + " p, = ax[1].plot(\n", + " (data[\"bins\"][:-1] + data[\"bins\"][1:]) / 2,\n", + " data[\"values\"] / np.sum(data[\"values\"]),\n", + " linewidth=1.5, color=col,\n", + " zorder=6, label=lab\n", + " )\n", + " p.set_clip_box(\n", + " transforms.TransformedBbox(\n", + " transforms.Bbox.from_extents(-500, -0.001, 5000, high[1]),\n", + " ax[1].transData\n", + " )\n", + " )\n", + "\n", + "leg = ax[1].legend(loc=\"upper right\", borderaxespad=0.5,\n", + " fontsize=\"large\",\n", + " framealpha=1, edgecolor=\"0.\",\n", + " handlelength=1., handletextpad=0.5)\n", + "leg.get_frame().set_linewidth(0.5)\n", + "\n", + "for n in range(2):\n", + " ax[n].text(-0.21, 1.13, chr(ord(\"a\") + n),\n", + " fontsize=\"x-large\",\n", + " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", + " transform=ax[n].transAxes)\n", + "\n", + "fig.subplots_adjust(wspace=0.3)\n", + "\n", + "fig.savefig(\"figures/cape.eps\", bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "dada9371-2e93-412b-8050-beddea5f27d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "480 800\n", + "270 1030\n", + "180 880\n", + "260 1030\n" + ] + } + ], + "source": [ + "# minima and maxima (in J/kg)\n", + "for data in [wrf_cape_hist, inm_scape_hist,\n", + " wrf_cape_rain_hist, inm_scape_rain_hist]:\n", + " print(\n", + " 100 + data[\"bins\"][np.argmin(data[\"values\"][10:80])],\n", + " data[\"bins\"][50 + np.argmax(data[\"values\"][50:])]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bba082aa-9ea5-45f4-b074-308f0b0db60b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/3_WRF_T2_images.ipynb b/3_WRF_T2_images.ipynb deleted file mode 100644 index 14f8454..0000000 --- a/3_WRF_T2_images.ipynb +++ /dev/null @@ -1,194 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "0f09a974-37fe-440e-8daf-4aa0f2caae69", - "metadata": {}, - "source": [ - "# Seasonal variation of air temperatures averaged over different latitudes\n", - "The source code of Figures 1.4 and 2.3" - ] - }, - { - "cell_type": "markdown", - "id": "a464e3d4-2cd3-470e-8f29-7f8f6793eb6e", - "metadata": {}, - "source": [ - "### Importing libraries" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "9a80a0a4-ef03-411d-b441-21434947e6ac", - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "56ca6e5b-3400-4ba7-a050-9e241da9dea8", - "metadata": {}, - "outputs": [], - "source": [ - "# montly averaged temperatures at 2 m (T2m) for each 1° wide latitude strip;\n", - "# T2m values are calculated with the WRF model, the shape is (180, 12)\n", - "wrf_mon_T2 = np.load(\"./data/WRF/WRF_T2_LATxMON.npy\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "4161a87b-68b7-4fc2-aeff-3a05404a4bab", - "metadata": {}, - "outputs": [], - "source": [ - "# area factors for different latitudes\n", - "area_factor = (\n", - " np.cos(np.arange(180) * np.pi / 180)\n", - " - np.cos(np.arange(1, 181) * np.pi / 180)\n", - ") / 2" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "3ce18021-7bed-43a9-ba6d-6a4436700fff", - "metadata": {}, - "outputs": [], - "source": [ - "month_name = [\"J\", \"F\", \"M\", \"A\", \"M\", \"J\", \"J\", \"A\", \"S\", \"O\", \"N\", \"D\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "33118b18-72fc-464a-a710-a7606a031e15", - "metadata": {}, - "outputs": [], - "source": [ - "# boundary latitudes for the plot\n", - "lat = [20, 30, 40, 50]" - ] - }, - { - "cell_type": "markdown", - "id": "149a1d22-3f64-438f-b425-15afbd3692bf", - "metadata": {}, - "source": [ - "### Figure 1.4/2.3\n", - "Seasonal variation of air temperatures averaged over different latitudes" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "4ed444ff-2b06-416a-ac08-bf56eda7ae12", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", - "ax = [None for _ in range(4)]\n", - "for n in range(4):\n", - " ax[n] = fig.add_subplot(4, 4, (2 * n + 1, 2 * n + 2))\n", - "\n", - "low = [23, 22, 20, 18]\n", - "high = [27, 26, 24, 22]\n", - "step = [1] * 4\n", - "coeff = [1] * 4\n", - "caption = [f\"WRF, 1980–2020, {lt}° S–{lt}° N\" for lt in lat]\n", - "# thin spaces (\" \") are used between ‘°’ signs and letters\n", - "col = [\"firebrick\"] * 4\n", - "\n", - "for n in range(4):\n", - " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", - " ax[n].spines[axis].set_linewidth(0.5)\n", - " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", - " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", - " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", - "\n", - " ax[n].set_xlim((-0.5, 11.5))\n", - " ax[n].set_xticks(np.arange(12))\n", - " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", - "\n", - " ax[n].set_ylim((low[n], high[n]))\n", - " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", - " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", - " step[n]) / coeff[n]).astype(int),\n", - " fontsize=\"large\")\n", - " ax[n].set_ylabel(\"Mean surface\\nair temperature, °C\",\n", - " fontsize=\"large\")\n", - "\n", - " ax[n].set_title(caption[n], fontsize=\"large\")\n", - "\n", - "fig.align_ylabels([ax[0], ax[2]])\n", - "fig.align_ylabels([ax[1], ax[3]])\n", - "\n", - "for n in range(4):\n", - " # averaging temperature values taking into account\n", - " # variable areas of 1° wide latitude strips\n", - " T_values = np.sum(\n", - " wrf_mon_T2[90 - lat[n] : 90 + lat[n]]\n", - " * area_factor[90 - lat[n] : 90 + lat[n], np.newaxis],\n", - " axis=0,\n", - " ) / np.sum(area_factor[90 - lat[n] : 90 + lat[n]])\n", - "\n", - " ax[n].bar(np.arange(12), T_values, width=0.8, color=col[n])\n", - "\n", - "for n in range(4):\n", - " ax[n].text(-0.25, 1.05, chr(ord(\"a\") + n),\n", - " fontsize=\"x-large\",\n", - " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", - " transform=ax[n].transAxes)\n", - "\n", - "fig.subplots_adjust(hspace=0.3, wspace=1.0)\n", - "\n", - "fig.savefig(\"figures/t2.eps\", bbox_inches=\"tight\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e9b11449-5115-492e-8529-c9bfb01a65f9", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/4_IP_simulations_temporal_images.ipynb b/4_IP_simulations_temporal_images.ipynb index d82e545..df61676 100644 --- a/4_IP_simulations_temporal_images.ipynb +++ b/4_IP_simulations_temporal_images.ipynb @@ -6,7 +6,7 @@ "metadata": {}, "source": [ "# Seasonal variation of the simulated ionospheric potential\n", - "The source code of Figures 2.1 and 5.1" + "The source code of Figures 2.1, 2.2, 2.S2 and 2.S3" ] }, { @@ -64,6 +64,52 @@ { "cell_type": "code", "execution_count": 3, + "id": "b0f00594-bdde-4af4-8336-6b93cbe8c227", + "metadata": {}, + "outputs": [], + "source": [ + "# a helper function to show the peak-to-peak amplitude\n", + "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", + " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", + " arrow_props = {\n", + " \"patchA\": None, \"patchB\": None,\n", + " \"shrinkA\": 0.0, \"shrinkB\": 0.0,\n", + " \"connectionstyle\": \"arc3,rad=0.\", \"fc\": \"black\",\n", + " \"linewidth\": 0.5\n", + " }\n", + " coords = {\n", + " \"xycoords\": \"data\",\n", + " \"textcoords\": \"data\",\n", + " \"annotation_clip\": False\n", + " }\n", + "\n", + " if inward:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\"arrowstyle\": \"-\", **arrow_props}, **coords)\n", + " \n", + " for y, yt in zip([maxy + exty, miny - exty], [maxy, miny]):\n", + " ax.annotate(\"\", xy=(arrow_pos, y), xytext=(arrow_pos, yt),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + " else:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-|>,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + "\n", + " ax.text(\n", + " text_pos, (miny + maxy) / 2,\n", + " f\"{ampl * 100:.0f}%\",\n", + " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "id": "61405aa1-0b4d-4a8a-85a5-3097d37c644e", "metadata": {}, "outputs": [], @@ -81,26 +127,26 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "2dd01e73-6586-4e1b-b519-4f3e84ae8940", "metadata": {}, "outputs": [], "source": [ "# the number of simulated days used for analysis\n", "wrf_N_days = 4992\n", - "inm_N_days = 3650" + "inm_N_days = 41 * 365" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "2cdc7a8e-8835-4ec6-8f55-bbd3e3e87ab7", "metadata": {}, "outputs": [], "source": [ "# dates corresponding to the indices (0 axis) of the data arrays\n", "# note: in the case of the WRF the dates correspond to real dates\n", - "# note: in the case of the INMCM the are 10 365-day years\n", + "# note: in the case of the INMCM there are 41 365-day years\n", "wrf_dt_indices = np.array(\n", " [dt.date(1980, 1, 1) + dt.timedelta(i * 3) for i in range(wrf_N_days)]\n", ")\n", @@ -111,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "69602993-2005-4fed-b425-69575f9fd2cf", "metadata": {}, "outputs": [], @@ -119,22 +165,22 @@ "# dictionaries where the processed data are saved\n", "# dictionary keys represent CAPE threshold values in J/kg\n", "# 500 J/kg corresponds to WRF simulations with a temperature threshold of 25 °C\n", - "# 800, 1000, 1200 J/kg correspond to usual WRF and INMCM simulations\n", + "# 600, 800, 1000, 1200 J/kg correspond to usual WRF and INMCM simulations\n", "\n", "# a dictionary containing arrays with the dimensions (4992, 24)\n", "# axis 0 indicates the index of the day (see `wrf_dt_indices`)\n", "wrf_hourly_total_ip = {\n", " key: np.load(f\"./data/WRF/WRF_HOURLY_TOTAL_IP_{parameters}.npy\")[:wrf_N_days]\n", - " for key, parameters in zip([500, 800, 1000, 1200],\n", - " [\"500_T2_25\", \"800\", \"1000\", \"1200\"])\n", + " for key, parameters in zip([500, 600, 800, 1000, 1200],\n", + " [\"500_T2_25\", \"600\", \"800\", \"1000\", \"1200\"])\n", "}\n", "\n", - "# a dictionary containing arrays with the dimensions (3650, 24)\n", + "# a dictionary containing arrays with the dimensions (41 × 365, 24)\n", "# axis 0 indicates the index of the day (see `inm_dt_indices`)\n", "inm_hourly_total_ip = {\n", " key: np.load(f\"./data/INMCM/INMCM_HOURLY_TOTAL_IP_{parameters}.npy\")[:inm_N_days]\n", - " for key, parameters in zip([800, 1000, 1200],\n", - " [\"800\", \"1000\", \"1200\"])\n", + " for key, parameters in zip([600, 800, 1000, 1200],\n", + " [\"600\", \"800\", \"1000\", \"1200\"])\n", "}" ] }, @@ -143,42 +189,45 @@ "id": "ae294872-6a91-44d9-8f26-17ab169a9c30", "metadata": {}, "source": [ - "### Figure 2.1\n", - "Seasonal variation of the IP" + "### Figure 2.2\n", + "Seasonal variation of the IP and Vostok PG" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "b57ba36b-077d-4fd0-8d7b-f0755d3c9b45", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for different parameterisations\n", - "# 7 sets for different subplots, each set contains 12 monthly values\n", + "# 10 sets for different subplots, each set contains 12 monthly values\n", "\n", - "# monthly mean values of the IP\n", - "data = np.zeros((7, 12))\n", + "# monthly mean values of the IP or PG\n", + "data = np.zeros((10, 12))\n", "\n", "# monthly counts of days\n", - "data_counter = np.zeros((7, 12), dtype=int)\n", + "data_counter = np.zeros((10, 12), dtype=int)\n", "\n", - "# monthly mean values of the IP square\n", - "data_sqr = np.zeros((7, 12))\n", + "# monthly mean values of the IP or PG square\n", + "data_sqr = np.zeros((10, 12))\n", "\n", - "for j, cape_thres in enumerate([800, 1000, 1200]):\n", + "for j, cape_thres in enumerate([600, 800, 1000, 1200]):\n", " for m in range(12):\n", "\n", " # the index `ax_idx` (0 to 6) corresponds to the subplot:\n", - " # 0: WRF, 1980–2020, CAPE=800,\n", - " # 1: INMCM, 10 years, CAPE=800,\n", - " # 2: WRF, 1980–2020, CAPE=1000,\n", - " # 3: INMCM, 10 years, CAPE=1000,\n", - " # 4: WRF, 1980–2020, CAPE=1200,\n", - " # 5: INMCM, 10 years, CAPE=1200,\n", - " # 6: Vostok station, 2006–2020 (fair-weather PG values)\n", - "\n", - " # axes indices for WRF-based subplots (0, 2, 4)\n", + " # 0: WRF, 1980–2020, CAPE=600,\n", + " # 1: INMCM, 41 years (1980–2020), CAPE=600,\n", + " # 2: WRF, 1980–2020, CAPE=8000,\n", + " # 3: INMCM, 41 years (1980–2020), CAPE=8000,\n", + " # 4: WRF, 1980–2020, CAPE=1000,\n", + " # 5: INMCM, 41 years (1980–2020), CAPE=1000,\n", + " # 6: WRF, 1980–2020, CAPE=1200,\n", + " # 7: INMCM, 41 years (1980–2020), CAPE=1200,\n", + " # 8: Vostok station, 2006–2020 (fair-weather PG values),\n", + " # 9: Vostok station, 2006–2020 (adjusted fair-weather PG values)\n", + "\n", + " # axes indices for WRF-based subplots (0, 2, 4, 6)\n", " ax_idx = j * 2\n", "\n", " # selecting the days belonging to the specific month\n", @@ -193,7 +242,7 @@ " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", - " # axes indices for INMCM-based subplots (1, 3, 5)\n", + " # axes indices for INMCM-based subplots (1, 3, 5, 7)\n", " ax_idx = j * 2 + 1\n", "\n", " # selecting the days belonging to the specific month\n", @@ -208,28 +257,36 @@ " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", - "# the last set is loaded from the processed PG data\n", + "# the last two sets are loaded from the processed PG data\n", "# from the Vostok station generated in script #2\n", - "# the data are loaded as a dictionary with the keys `mean`, `counter`, `sqr`\n", + "# the data are loaded as dictionaries with the keys `mean`, `counter`, `sqr`\n", "# index 0: 2006–2020, index 1: 2006–2012, index 2: 2013–2020\n", - "vostok_results = np.load(\"./data/Vostok/vostok_2006_2020_results.npz\")\n", + "vostok_results = np.load(\n", + " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", + ")\n", + "vostok_results_adjusted = np.load(\n", + " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", + ")\n", "\n", - "data[-1] = vostok_results[\"mean\"][0]\n", - "data_counter[-1] = vostok_results[\"counter\"][0]\n", - "data_sqr[-1] = vostok_results[\"sqr\"][0]" + "data[-2] = vostok_results[\"mean\"][0]\n", + "data_counter[-2] = vostok_results[\"counter\"][0]\n", + "data_sqr[-2] = vostok_results[\"sqr\"][0]\n", + "data[-1] = vostok_results_adjusted[\"mean\"][0]\n", + "data_counter[-1] = vostok_results_adjusted[\"counter\"][0]\n", + "data_sqr[-1] = vostok_results_adjusted[\"sqr\"][0]" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "a2da339e-fd7a-4a90-a79b-b7f81e563d94", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -238,26 +295,28 @@ ], "source": [ "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", - "ax = [None for _ in range(7)]\n", - "for n in range(6):\n", - " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", - "ax[6] = fig.add_subplot(4, 4, (14, 15))\n", - "\n", - "low = [200e3] * 6 + [100]\n", - "high = [280e3] * 6 + [180]\n", - "step = [20e3] * 6 + [20]\n", - "coeff = [1e3] * 6 + [1]\n", - "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", + "ax = [None for _ in range(10)]\n", + "for n in range(10):\n", + " ax[n] = fig.add_subplot(5, 4, (2*n + 1, 2*n + 2))\n", + "\n", + "low = [200e3] * 8 + [100] * 2\n", + "high = [280e3] * 8 + [180] * 2\n", + "step = [20e3] * 8 + [20] * 2\n", + "coeff = [1e3] * 8 + [1] * 2\n", + "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", + " \"WRF, 1980–2020, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", - " \"Vostok station, 2006–2020\"]\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", + " \"Vostok station, 2006–2020\",\n", + " \"Vostok station, 2006–2020 (adjusted)\"]\n", "\n", - "col = [\"royalblue\"] * 6 + [\"orangered\"]\n", + "col = [\"royalblue\"] * 8 + [\"orangered\"] * 2\n", "\n", - "for n in range(7):\n", + "for n in range(10):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", @@ -273,110 +332,282 @@ " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]).astype(int),\n", " fontsize=\"large\")\n", - " if n < 6:\n", - " ax[n].set_ylabel(\"Monthly mean\\nionospheric potential, kV\",\n", + " if n < 8:\n", + " ax[n].set_ylabel(\"Monthly mean\\nionosph. potential, kV\",\n", " fontsize=\"large\")\n", " else:\n", - " ax[n].set_ylabel(\"Monthly mean fair-weather\\npotential gradient, V/m\",\n", + " ax[n].set_ylabel(\"Monthly mean fair-w.\\npotential gradient, V/m\",\n", " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", - " # ampl = (np.max(data[n]) - np.min(data[n])) / np.mean(data[n])\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", - "\n", - "fig.align_ylabels([ax[0], ax[2], ax[4]])\n", - "fig.align_ylabels([ax[1], ax[3], ax[5]])\n", - "\n", - "for n in range(7):\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", + "\n", + "fig.align_ylabels([ax[2*i] for i in range(5)])\n", + "fig.align_ylabels([ax[2*i+1] for i in range(5)])\n", + "\n", + "for n in range(10):\n", " ax[n].bar(np.arange(12), data[n],\n", " yerr=std_error(data[n],\n", " data_sqr[n],\n", " data_counter[n]),\n", " width=0.8, color=col[n])\n", "\n", - "for n in range(6):\n", - " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 3 * (n % 2) + n // 2),\n", + "for n in range(8):\n", + " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 4 * (n % 2) + n // 2),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", - "ax[6].text(-0.3, 1.05, chr(ord(\"a\") + 6), fontsize=\"x-large\",\n", - " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", - " transform=ax[6].transAxes)\n", "\n", - "fig.subplots_adjust(hspace=0.3, wspace=1.6)\n", + "for n in range(8, 10):\n", + " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + n),\n", + " fontsize=\"x-large\",\n", + " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", + " transform=ax[n].transAxes)\n", "\n", - "for m in range(12):\n", - " ax[6].annotate(f\"{data_counter[6, m]}\",\n", - " xy=(m-0.15, ax[6].get_ylim()[0] + 3),\n", - " rotation=270, ha=\"center\", va=\"bottom\",\n", - " fontsize=\"large\", color=\"0.\")\n", + "fig.subplots_adjust(hspace=0.4, wspace=1.6)\n", + "\n", + "for n in range(8, 10):\n", + " for m in range(12):\n", + " ax[n].annotate(f\"{data_counter[n, m]}\",\n", + " xy=(m-0.15, ax[n].get_ylim()[0] + 3),\n", + " rotation=270, ha=\"center\", va=\"bottom\",\n", + " fontsize=\"large\", color=\"0.\")\n", "\n", "fig.savefig(\"figures/ip_pg_total.eps\", bbox_inches=\"tight\")" ] }, + { + "cell_type": "markdown", + "id": "c9b5ac42-69d7-4bd0-83d3-185cf6948130", + "metadata": {}, + "source": [ + "### Figure 2.1\n", + "Diurnal variation of the IP and Vostok PG" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2f194dc6-b509-4bd1-9953-e89d282f08a0", + "metadata": {}, + "outputs": [], + "source": [ + "vostok_diurnal = np.load(\n", + " \"./data/Vostok/vostok_diurnal_2006_2020.npy\"\n", + ")\n", + "vostok_diurnal_adjusted = np.load(\n", + " \"./data/Vostok/vostok_diurnal_2006_2020_adjusted.npy\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "458f41ef-ffb1-4f18-be27-d01dc0f927db", + "metadata": {}, + "outputs": [], + "source": [ + "wrf_diurnal = {\n", + " cape_thres: wrf_hourly_total_ip[cape_thres].mean(axis=0) / 240e3\n", + " for cape_thres in [600, 800, 1000, 1200]\n", + "}\n", + "inm_diurnal = {\n", + " cape_thres: inm_hourly_total_ip[cape_thres].mean(axis=0) / 240e3\n", + " for cape_thres in [600, 800, 1000, 1200]\n", + "}\n", + "vostok_diurnal /= vostok_diurnal.mean()\n", + "vostok_diurnal_adjusted /= vostok_diurnal_adjusted.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5a09c4a4-19ee-4722-abec-401526c17345", + "metadata": {}, + "outputs": [], + "source": [ + "# making cycles\n", + "vostok_diurnal = [\n", + " (vostok_diurnal[0] + vostok_diurnal[-1]) / 2,\n", + " *vostok_diurnal,\n", + " (vostok_diurnal[0] + vostok_diurnal[-1]) / 2]\n", + "vostok_diurnal_adjusted = [\n", + " (vostok_diurnal_adjusted[0] + vostok_diurnal_adjusted[-1]) / 2,\n", + " *vostok_diurnal_adjusted,\n", + " (vostok_diurnal_adjusted[0] + vostok_diurnal_adjusted[-1]) / 2]\n", + "for cape_thres in [600, 800, 1000, 1200]:\n", + " wrf_diurnal[cape_thres] = [\n", + " *wrf_diurnal[cape_thres],\n", + " wrf_diurnal[cape_thres][0]\n", + " ]\n", + " inm_diurnal[cape_thres] = [\n", + " *inm_diurnal[cape_thres],\n", + " inm_diurnal[cape_thres][0]\n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4a1f7ff3-cb34-4e86-ac0a-2e130b65e952", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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cyYYNGxg5ciT58uWLVSeQYL3fq/PSpUtMmzaNtm3bUrNmzSQpU0j/1q9fz9KlSylSpAg6OjqYm5vTrVs3bt68SY4cOVK7eYKQ7KpWrUqNGjV++q2gqakp9evXj0nmsnPnTipWrIiNjU2ccwMDAwF+aXhl4cKFKVasWKx6mjVrhr6+fqLL+taQIUNo0KABdevW/e2yEqJUKunUqRNHjx6NmXYB8vDWihUrkjt3bkDOmq1Wq2nbtm2skUJZsmQhX758saZmfT2yJyQkBG9vbypWrIgkSfGOXhkwYECsz8bGxgD8999/8WaLFTKWRAeCIGfve/r0KREREXh6erJ9+3ayZcvG5s2bkSQJSZJE6lwhQ1AoFFSsWDFmLuDVq1extLQkb968QOxAMPprfIFguXLlOHv2LKdPn2bBggWYmJjg5+cXaz7e14oWLUrt2rVjbUmVAS0h06dPp1evXsybNw87OztKly6NpqYmvXr1AohJwx0QEECVKlWoUKECs2fPplmzZowcOZIDBw5w5coVNm3aFFOmnp5evPMAo4PF6A7Ly8sLDw+PONu32UqjXb58mV69elGvXj1mzZoV61h0mQnVG9/wV4Bnz57RokULihQpwvr165OkTCF96t69e0xfJkkSefLkYfDgwTg5OfH582e8vLzYvHkz2bJlS+2mCkKKmTp1Kh4eHqxevfqnzu/YsSNnz57l3bt3HD58OMHhmtHzrr8OhBKjY8eO7Nu3j1evXnHt2rUkGRa6Z88erl27xsKFC3+7rB/p2rUrYWFhMUtVPX/+nLt378Zapubly5dIkkS+fPliHipHb87Oznh6esac++7dO7p3746ZmRmGhoZYWFhQrVo1gDhz/DQ1NcmePXusfblz52bEiBGsX78ec3Nz6tWrx4oVK8T8wAzqlwJBQfiTVK5cmYCAAJycnGLmB0arWLEib9++5cOHD1y5coWsWbOSJ0+eOGWYm5tTu3Zt6tWrx8iRI9m+fTuHDx9myZIlKXkr36Wtrc369ev5+PEjly5d4vnz5/z3338EBASgVCpjgt8DBw7w6dMnmjZtGuv6atWqYWRkFGtJDWtr63jX5IveFz2KoEyZMlhbW8fZypQpE+fahw8f0rRpU4oUKcL+/fvjLIkRnbQmoXrjG7ng5uZG3bp1MTY25uTJk3GeTP9KmYIgCBlJ1apVqV69+k+/FWzatCk6Ojp069aN8PBw2rZtG+95BQoUAOS52L+iQ4cOeHt706dPHzJnzpwkb/BGjx5NmzZt0NbWxtXVFVdX15j5cW5ubnz8+PG364hWqFAhSpUqxfbt2wE5IYy2tnasn5darUahUHD69Ok4o4XOnj3LmjVrAFCpVNSpU4cTJ04wduxYDh8+zNmzZ9m8eXNMOV/T0dGJM4cfYOHChTx69IgJEyYQFhbGkCFDKFy4sFgjPANKeFExQRCA2OsJXr16lWHDhsUcK1WqFDo6Ojg6OnLz5k0aNmz4U2U2atSIatWq8c8//9CvX78E1ydKDVZWVjEZQVUqFY6OjpQrVy7mjeCnT59ijn1NkiRUKlWsRdvt7e25fPkyarU6Vmdz8+ZN9PX1sbOzA+RhMPH9YfHtm7bXr19Tv359LC0tOXnyZLyLBdvb2wNw584dypYtG7P/48ePvH//nr59+8Y638fHh7p16xIeHo6Dg0NM0Pe1IkWKoKmpyZ07d2J1zhERETx48CDBP3AEQRAykqlTp1K9evWYwON79PT0aN68Odu3b6dBgwaxEnB9zc7Ojvz583PkyBGWLFmS6EXgc+bMSaVKlXB0dGTAgAHfXS/3Z7m5ubFz5844GUkBSpYsSfHixXnw4MFv1xOta9eujBgxAnd3d3bu3EmjRo1iJZOztbVFkiRy584d02/Gx8nJiRcvXrBly5ZYyWHOnj2b6DYVLVqUokWL8vfff3Pt2jUqVarE6tWrmTlzZqLLEtIu8UZQEH6gdOnS6OrqsmPHDj58+BDrjaCOjg4lS5ZkxYoVhISExDssNCFjx47Fx8cnwUXl04IFCxbg7u7OyJEjY/ZFd0JfLykBcPToUUJCQihRokTMvtatW/Pp0ycOHjwYs8/b25t9+/bRpEmTmDl3lSpVijMUtnbt2rGW4fDw8KBu3boolUr+++8/LCws4m1z4cKFKVCgAGvXro0VrK5atQqFQkHr1q1j9oWEhNCwYUM+fPjAyZMnY801/JqxsTG1a9dm+/btsYYvbdu2jeDgYLGovCAIf4Rq1apRvXp15s6dG2s+eEJGjRrFlClTmDRp0nfPmzZtGj4+PvTu3TvWw8RoZ86c4fjx4wleP3PmTKZMmcLgwYN/fBM/4dChQ3G2du3aAbB161YWL16cJPVE69ChAwqFgqFDh+Li4hIrWyhAy5Yt0dDQYNq0aTEZUqNJkoSPjw8AGhoaMfu+Pp6Y0UeBgYFx/hsULVoUpVKZqCWfhPRBvBEUhB/Q1tamTJkyXL58GR0dnThrhlWsWDFmHkFiAsEGDRpQpEgRFi1axMCBA+NdOykhmzdvpkePHmzatInu3bt/99xjx47x8OFDACIjI3n06FHME72mTZtSrFgxQB6OcuDAAapWrYqhoSHnzp1j79699O7dm1atWsWU16RJEwoXLsz06dN5+/Yt5cuX59WrVyxfvhxra+uYOYUgB4Lly5enR48ePH36FHNzc1auXIlKpWLatGk/fb8A9evXx8XFhTFjxnDlypWYBD4gv8WsU6dOzOf58+fTtGlT6tatS/v27Xn8+DHLly+nd+/eFCxYMOa8Tp06cevWLXr27Imzs3OstQMNDQ1p3rx5zOdZs2ZRsWJFqlWrRt++fXn//j0LFy6kbt261K9fP1H3IgiCkF5NmTKFGjVq/NS5xYsXp3jx4j88r127djg5OTFr1izu379Phw4dsLGxwcfHh9OnT+Pg4BDv27lo1apVi5kH9z0/23d+/bs/WvQbwG/fbgYEBLBs2TLg/7kCli9fjomJCSYmJgwaNOiH7bKwsKB+/frs27cPExMTGjVqFOu4ra0tM2fOZPz48bi6usYstfHmzRsOHTpE3759GTVqFAUKFMDW1pZRo0bx4cMHjIyMOHDgAH5+fj9sQ7Tz588zaNAg2rRpg52dHVFRUWzbtg0NDY1YfwsIGUSq5CoVhHRm/PjxEiBVrFgxzrGDBw9KgJQpUyYpKioqzvH4UmxH27x5swRImzZtkiTp/8tH/Cht87Jly356+YXoFNHxbdH1SpK8JETVqlUlU1NTSVdXVypevLi0evVqSa1WxynT19dXGj58uGRnZyfp6OhI5ubmUvv27WNSXX97bq9evaTMmTNL+vr6UrVq1WKlKP9ZCd0DIFWrVi3O+YcOHZLs7e0lHR0dKXv27NLff/8tRURExDrHxsYmwTLjWwLn8uXLUsWKFSVdXV3JwsJCGjhwoBQYGJjoexEEQUhLfrR8xLeqVasmAQkuH/E93yvXwcFBatasmWRpaSlpampKFhYWUpMmTaQjR47EnPP18hHfE9/yEYnpO3+23dHt+dl+JCF79+6VAKlv374JnnPgwAGpcuXKkoGBgWRgYCAVKFBAGjhwoPT8+fOYc54+fSrVrl1bMjQ0lMzNzaU+ffpIDx8+jNPnJ7S8houLi9SzZ0/J1tZW0tXVlczMzKQaNWpI586d++l7EdIPhSR9845ZEIQ0r23btri6unLr1q3UboogCIIgpAtpue88cuQIzZs359KlS1SpUiW1myP8IcTQUEFIZyRJwtHRMSbDmCAIgiAI35fW+85169aRJ0+eRE0xEYTfJZLFAMHBwUyZMoX69etjZmaGQqGISbX7Iw4ODvTs2RM7Ozv09fXJkycPvXv3jjfNvCAkBYVCgaenZ7IucisIQsYj+jrhT5ZW+87du3czYcIETpw4wdChQ1EoFKndJOEPIoaGAq6uruTOnZucOXOSJ08eHB0dfyoJB8gZJX19fWnTpg358uXDxcWF5cuXo6+vz4MHD8iSJUvy34AgCIIg/IDo6wQh7VEoFBgaGtKuXTtWr16dJMtfCMLPEv/a+P+i11myZOHOnTvxLmKdkEWLFlG5cuVYa6TVr1+fatWqsXz5crHeiiAIgpAmiL5OENIe8T5GSE0iEEReC+5Xn2ZWrVo13n1mZmaxUtELgiAIQmoSfZ0gCILwNTFHMBkEBwcTHBwca50ZQRAEQchIRF8nCIKQvolAMBn8+++/RERE0K5du9RuiiAIgiAkC9HXCYIgpG9iaGgSu3TpEtOmTaNt27bUrFnzu+fu2rWLXbt2JXj81KlTZM6cOambmKDAwECMjIwyXF0Zvb6MfG8pXV9GvreUri+l7y1z5sw8efIkxer704m+Lu3VldHry8j3ltL1ZeR7S+n60n1fl4qL2adJt2/flgBp06ZNib7W2dlZMjMzk+zt7aXAwMDfbouVldVvl5EYTZo0yZB1ZfT6MvK9pXR9GfneUrq+jHxvGYHo6zJeXRm9vox8byldX0a+t5SuL73fW7oaGipJEmvWrKFs2bKYm5ujoaERZ0uttLtubm7UrVsXY2NjTp48SaZMmVKlHYIgCEL6Jvo6QRAEISWkq6GhY8aMYdGiRdjb29O5c2dMTU1Tu0kA+Pj4ULduXcLDw3FwcMDa2jq1myQIgiCkU6KvEwRBEFJCugoEt2zZQqtWrdi7d2+q1O/u7k5AQAC2trZoaWkBEBISQsOGDfnw4QMXLlwgX758qdI2QRAEIWMQfZ0gCIKQEtJVIBgWFkbt2rWTpezly5fj7+/Px48fATh27Bjv378HYPDgwRgbGzN+/Hi2bNnCmzdvyJUrFwCdOnXi1q1b9OzZE2dn51jrKRkaGtK8efNkaa8gCIKQMYm+ThAEQUgJ6SoQrFWrFrdv36Zv375JXvaCBQt4+/ZtzOeDBw9y8OBBADp37oyxsXG81z148ACAjRs3snHjxljHbGxsROcoCIIgJIro6wRBEISUkK6SxaxcuZIbN27wzz//4OPjk6Rlu7q6IklSvFv0E9HNmzfH+vyj61xdXZO0jYIgCELGJ/o6QRAEISWkq0Awf/78uLi4MGnSJCwtLTEwMMDIyCjWltDTTEEQBEFID0RfJwiCIKSEdDU0tFWrVigUitRuhiAIgiAkG9HXCYIgCCkhXQWCmzdvTu0mCIIgCEKyEn2dIAiCkBLS1dBQQRAEQRAEQRAE4felqzeC0d6/f8/9+/cJCAhArVbHOd61a9dUaJUgCIIgJB3R1wmCIAjJKV0Fgp8/f6Zbt24cOHAAtVqNQqFAkiSAWPMpROcoCIIgpFeirxMEQRBSQroaGjphwgQOHjzIrFmzcHR0RJIktmzZwpkzZ2jQoAHFixfn4cOHqd1MQRAEQfhloq8TBEEQUkK6CgT3799Pjx49GDt2LIULFwYgW7Zs1K5dm+PHj2NiYsKKFStSuZWCIAiC8OtEXycIgiCkhHQVCHp6elK2bFkA9PT0AAgJCYk53qpVKw4ePJgqbRMEQRCEpCD6OkEQBCElpKtA0MrKCh8fHwD09fUxNTXl+fPnMccDAwP5/PlzajVPEARBEH6b6OsEQRCElJCuksWUK1eOK1euMHbsWACaNGnC/Pnzsba2Rq1Ws3jxYsqXL5/KrRQEQRCEXyf6OkEQBCElJFkgWLNmzURfo1AocHBw+OnzhwwZwr59+wgPD0dHR4cZM2Zw/fp1unTpAoCtrS1Lly5NdDsEQRAE4WeIvk4QBEHIKJIsEIxOcZ0Y0emwf1blypWpXLlyzOccOXLg7OyMk5MTGhoaFChQAE3NdPWSUxAEQUhHRF8nCIIgZBRJ1pM4OjomVVGJolQqKV68eKrULQiCIPxZRF8nCIIgZBTpKlkMyJPk58yZQ7169ShRogS3bt0CwNfXl0WLFvHq1atUbqEgCIIg/B7R1wmCIAjJLUXGlgQFBREQEIBarY5zLGfOnD9dzvv376lWrRpubm7ky5ePZ8+eERwcDICZmRlr1qzh7du3LFmyJMnaLgiCIAg/Q/R1giAIQnqSrIHgqlWrWLRoES4uLgmeo1Kpfrq80aNHExQUxIMHD7C0tMTS0jLW8ebNm3P8+PFfbq8gCIIgJJbo6wRBEIT0KNmGhq5evZqBAweSN29eZs6ciSRJDBs2jHHjxpElSxaKFy/Ohg0bElXmmTNnGDJkCIUKFYp3sn6ePHlwc3NLqlsQBEEQhO8SfZ0gCIKQXiVbILhs2TLq1avHqVOn6Nu3LwCNGjVi1qxZPH36lKCgoJgFc39WWFgYFhYWCR4PCgr6rTYLgiAIQmKIvk4QBEFIr5ItEHz9+jVNmjQBQEtLC4CIiAgAjI2N6d27NytXrkxUmYUKFeLSpUsJHj98+DAlSpT4xRYLgiAIQuKIvk4QBEFIr5ItEDQ2NiYqKgoAIyMj9PX1Yw1lyZQpEx4eHokqc9iwYezevZu5c+cSEBAAyGs6vXr1ii5dunD9+nWGDx+edDchCIIgCN8h+jpBEAQhvUq2ZDFFihTh4cOHMZ/Lly/PqlWraNiwIWq1mjVr1mBnZ5eoMjt37szbt2/5+++/mThxIgD169dHkiSUSiX//PMPzZs3T8rbEARBEIQEib5OEARBSK+SLRDs3Lkzq1evJjw8HB0dHaZNm0bt2rVjUmhraWlx4MCBRJc7ceJEunTpwoEDB3j16hVqtRpbW1tatmxJnjx5kvo2BEEQBCFBoq8TBEEQ0qtkCwR79OhBjx49Yj5XqlSJJ0+ecOzYMTQ0NKhbt26in5JGy5kzpxgWIwiCIKQ60dcJgiAI6VWKLCgfLU+ePAwdOjRJylKr1QQEBCBJUpxjZmZmSVKHIAiCICSW6OsEQRCE9CBFA8HfFRkZydy5c9m4cSNubm6o1ep4z0vMwr2CIAiCkJaIvk4QBEFICUkWCCqVSpRKJaGhoWhra6NUKuNdCPdrCoUiJtvaz+jXrx9btmyhfPnyNG/eHGNj499ttiAIgiD8NNHXCYIgCBlFkgWCkydPRqFQoKmpGetzUtq3bx9dunRh8+bNSVquIAiCIPwM0dcJgiAIGUWSBYJTp0797uekoK+vT/ny5ZO8XEEQBEH4GaKvEwRBEDKKZFtQfvr06Tx+/DjB40+ePGH69OmJKrNDhw4cP378d5smCIIgCElC9HWCIAhCepVsgeDUqVN59OhRgscfP37MtGnTElXmvHnzMDExoXHjxhw8eJDbt29z7969OJsgCIIgpATR1wmCIAjpVaplDfX19UVbWztR14SHh6NWqzl16hSnTp2Kc1ySJBQKhcikJgiCIKQJoq8TBEEQ0qokDQQvXbqEo6NjzOeDBw/y6tWrOOf5+/uzZ88eihYtmqjye/bsyaFDh2jfvj3lypUTmdQEQRCEFCf6OkEQBCEjSNJA8MKFCzFDYBQKBQcPHuTgwYPxnluoUCGWLVuWqPL/++8/Bg8ezOLFi3+7rYIgCILwK0RfJwhCUpHUajzv3EFbvOEXUkGSBoJjxoxh0KBBSJKEpaUlq1evplWrVrHOUSgU6Ovro6urm+jyjYyMyJs3b1I1VxAEQRASTfR1giAkBUmSuDl5Mi6HDtFYqeTRihUU6NoV7UyZUrtpwh8iSQNBPT099PT0AHjz5g0WFhbo6+snWfl9+vRh165d9O/fHw0NjSQrVxAEQRB+lujrBEFICg8XL8bl0CEAtNVqHq9cyYvt2ynYowd2nTqhZWCQyi0UMrpkSxZjY2OT5GUWKlSII0eOULJkSbp160aOHDni7SRbtmyZ5HULgiAIwrdEXycIwq9w3ryZpxs2AFB22jQWr1xJAwMDAl1ceLhkCc+2bqVQr17ka98ezS8PngQhqSVbIChJEmvXrmXDhg24uLjg5+cX5xyFQkFUVNRPl9muXbuY70eNGhXvOSKTmiAIgpBSRF8nCEJivTl6lPvz5wNQfNgw8rZujdvWrTQ8dIi3p07htGIFwe/ecX/BApw3baJQnz7ka9sWDR2dVG65kNEkWyA4ZswYFi1ahL29PZ07d8bU1PS3y7xw4UIStCyu4OBg5s+fz82bN7l16xZ+fn5s2rSJ7t27//Bad3d3lixZws2bN7lz5w7BwcFcuHCB6tWrJ0tbBUEQhLRD9HXVk6WtgpBRfbh0iRuTJgGQv2tXCvXuHXNMqaFB7saNsalfnzfHjvF41SpCPnzg3pw5OG/aRJG+fcnTsiUaiVySRhASkmyB4JYtW2jVqhV79+5NsjKrVauWZGV9zdvbm+nTp5MzZ06KFy8eKy34jzx//py5c+eSL18+ihYtyvXr15OljYIgCELaI/o6QRB+lteDB1wZPhwpKopcTZpQcvRoFApFnPOUmprYtmhBrkaNcDl8mCdr1hDq4cHtGTN4umEDRfr3J3fTpii1tFLhLoSMRJlcBYeFhVG7du3kKj5JWVtb4+7uztu3b5n/5VX9zypVqhQ+Pj68ePGCESNGJFMLBUEQhLRI9HWCIPyMgFevuDhgAKrPn7GuUoXyM2agUH7/z3ANbW3ytW1Lk5MnKTVhArrm5oR8/MjNyZM53qQJb44eRVKrU+gOhIwo2QLBWrVqcfv27eQqPknp6OiQJUuWX7o2U6ZMmJmZJXGLBEFIbhER4O4OTk5w4QLs2wdubjV58gQkKbVbJ6QXoq8TBOFHQj5+5EK/fkQEBpK5eHGqLFoU+21eRMR3r9fQ0SF/p040PX2aEqNHo2NqSrCbG9fHj+fauHGoIyOT+Q6EjCrZhoauXLmSevXq8c8//9CvXz8yZ86cXFUJgiDEiIoCBwdwcwNv77ibl5f8NTAwvquHUaQIWFpC9epQo4a82dlBPKN3BEH0dYIgfNdnPz8u9OtHqIcHRnnyUH3lSjSjl5uJjIQpU2DePOYZGclPJFu0AM34/zzX1NOjYPfu5G3Thhc7dvBoxQrenjhBVGgolRcuFMlkhERLtkAwf/78qNVqJk2axKRJk9DV1Y2T/lqhUBAQEJBcTUjzdu3axa5duxI87ufnR9OmTVOsPbdu3Uqx+lKyroxeX0a+t8TW5+1djMeP+xAU9LMp/VVoawehrR2IZqY3BJmcQa1hhqdGBHtfh7D3bShsD0Wp7Ye2gTtaut5o6PgjaYaiUqhiNgkJLbUWWpJWor4+uPUgzf4s01NdqUn0dT8m+rqMeW8pXV96vDdNtZrqHz9iHh5OqIYGR1Uq1nbtCkCWkBBG3rtHfn9/AAr4+UHbtnjo63Msd27O5cxJWAIBYTRrc3MqffrEhwsXWFqpEpezZCHqB8NNk+reEiMj15fe+7pkCwRbtWoV7wRY4f86dOhAhw4dEjyeJUsWjh49mmLtadq0aYrVl5J1ZfT6MvK9/Wx9b9/CqFEQnb/CzAwqVABzc7CwkL9+vUXvMzHRwCs4nPn/LWWl40pUEWHxlq8GPn/ZEhKpTPzQHGVjJf52/pTPUz5my2qSNdHl/KyM/u8yNYi+7sdEX5cx7y2l60tv96aKiODSoEG4v3mDtrExjbZto7etrXxwxw4YMACCgsDEBP79l92zZtHe15csPj70efKEPu/fQ79+MGQIZMuWYD2fbt3i4sCBWIWG0s/IiBqrVqFtbJys95ZYGbm+9N7XJVsguHnz5uQqOkZAQACGhobxLrQrCELGFxYG8+fDnDny90ol/PUXTJsmB4Pf4xnoydgD81nhuIKwLwGgUaQRDSs2RF9bP2bTVhrg5aHPu9f6vHquj8tzA1Th+hAVvRlgaakkS05/TK38MDL3R8/EDy1DPxS6fkha/oRE+uEX+v/NP9SfoM9BqBVqLr+8zOWXl2PalcMsB+Vz/z8wLJGzBHraYjHhtEr0dYIgfEtSq7nx99+4X72Khp4e1VevxtjWVg78Bg6EbdvkE6tUge3bIWdOdh44QPvdu2HrVli8GF68gHnzYNEiaN8eRo4Ee/s4dVmVLUvNDRtw7NcPn4cPOdejBzXWrkXP3Dxlb1pIl5ItEEwud+7c4e+//+bSpUtERERw5swZatasibe3N7169WL48OFiXSNByOAkCQ4dghEj5LeBANWqwdKlUKzY96/1DPRk/n/zWem4ktCIUADK5i7L1CZTWTlxJbv6JjyEDSAkBK5dkxPMXLgAt2+Dpx94Po/TSjRQoYEKU8MobLKrsMumIkc2FTmto7C2/czqgxPpMK0Wd9/f5IbLDR5/eIybrxtuvm7su7sPAE0NTeyz28d6a5jHIo94C5XBib5OENInSZK4N3cub0+cQKGpSZXFizEvVkzuLDp0gNev5aeWU6bAhAmx5wPq60P//tC3Lxw/DgsXwqVLcrC4fTvUrCkHhPXry2V8YV6sGLW3bOF87974P3/OuW7dqLluHQZZk2+EiZAxJFvWUIB3797Rv39/8ufPj6mpKZcuXQLktYyGDBnC/fv3E1XetWvXqFy5Mi9fvqRz586ov0qZa25uTkBAAGvWrEnSexAEIW158gTq1IFWreQgMHt22LNHDsq+FwR6BnoyZv8Yco/PzYIzCwiNCKVMrjKcGHKCG+Nv0KBoAxT8OLgyMJDr/+cfuL7gKmH1mxOZyZQIHUMiNPWIVGqjQomEkii0CEcXj2BDbj4zZp+DGYu2WjBsrjXthufmwuWdtK85jFH9rrN9Sy4eufbjjtZf7MvSmWHm1cmrZU6UKoo7b++w/MJyOm/oTN6Jeck1LhfjDozD6b1TEv5khV8l+jpBEKI9Xb+e59u3A1B+1iyyVqoEc+dCxYpyEJgzJ1y8CJMnJ5gUBqUSmjaVz7t9W34jqKEB589Do0ZQpAisXw+f/z9hwcTOjjrbtmGQNStBrq6c7dqVwOgnpYKQgGR7I/j06VOqVKmCWq2mXLlyvHr1iqioKEDuyK5cuUJISAgbNmz46TInTJhAwYIFuXHjBkFBQaxfvz7W8Ro1arBly5YkvY+vubu7ExAQgK2tLVpiEU9BSFH+/vKQz2XLQKUCHR0YMwbGjpWDs4R4BXmx4L8FLL+wPOYNYGmb0kxrNo0GRRok/s2aWi0/qZ07F65d41d/E6gUGmhIKowIwijMCd44wRvgLJQCWgOLgQgDI4KsTflgoskT7RBu4ckts3fM85nL3NNzKZKtCB3LdqRD2Q7kMs/1i60RfpXo6wRBiPZq/34e/vsvACXHjiV3yZJQt66cyhqgTRtYswZMTX++0NKlYdcuuc9ZsgTWrQNnZ+jTByZOlJ9K9uwJCgWZbGyovXUr53v3JsjVlXNdulBz/XpM7OyS/maFDCHZAsExY8ZgYmLCjRs3UCgUWFpaxjreqFEj9uzZk6gyb9++zezZs9HR0SE4ODjO8WzZsuHh4fFL7V2+fDn+/v58/PgRgGPHjvH+/XsABg8ejLGxMePHj2fLli28efOGXLlyxVw7c+ZMAJ48eQLAtm3buHLlCgB///33L7VHEASZJCnYsAHGj5eXfgBo3lyeNpE7d8LXeQV5sfDMQpZfWE5IeAggB4BTm06lYdGGiQ8Aw8PlCf7z58OzZ/I+bW3o2lWe0G9mJj+x1dSUv367fb1fqUQDaN2wIf8OX8irc6543nLl83NX9D3ekFNyJReuWOKFdkggmV8FkhkoBkSn3PAy1WNrznC2ez9mwvsJTDg0gUp5K9GxbEfalm6LeSYxPyQliL5O9HWCAODr7MztadMAKNSnDwVMTeVhKj4+8pDPZcugR484axE9ev+I4w+P46HtQWRUJFqaCTx8yZlTHio6ebL8NnDJEnmdpN69YedOOcDMmxcDa2vqbN3Khb598Xv2jHPdulF9zRp5eKogfCPZAsFLly4xefJkLCws8PHxiXM8Z86cfPjwIVFlamlpxRoi860PHz5gaGiY6LYCLFiwgLdfvUI/ePAgBw8eBKBz584YfycD06RJk2J93rhxY8z3onMUhF934wZcvryA48flzwUKyH1f3boJX+Mf6s+cU3NiBYClbEoxtclUGhVrlPgAMCBA7mD//VdegR7A2FjO+DZkCFhbJ/7GvojQ1CR7nYJkr1MwZt/nz/DgAey8AfcvB/Px+lu03eXAMDdvsOU1tXDAwi+IkX4w8iG8s9BnU45QdvpfZeCrqwzdM5S6herSsWxHmtk3w1D3134vCj8m+jqZ6OuEP93TDRuQ1Gpy1KxJ8VevYPhw+YC9PezeDfnzx5yrUqs49vAYSxyW4PjcUd5pCtnGZKND2Q50rdCVkjlLxt9fGRvL8wSHDJE7xMmT5SGjRYvC9OkwfDi6mTNTa9MmHAcMwPvBA8736kW1FSuwKls22X8OQvqSbHME1Wo1+tELZsbDy8sLnUQufFm+fHn2798f77GQkBA2bdpEtWrVElVmNFdXVyRJineLfiK6efPmWJ+jJXSdJEm/1BZBEOSELJUrQ0BAPjJlkh+EPnqUcBCoVqvZfHUz+f/Oz9zTcwkJD6GUTSmODTrG7Ym3aVy8ceKCwA8f5LGnOXLI40/d3eUU3gsWwLt3MHv2bwWBCdHVhfLlYdgw2HLAkLMfC7P+YyPqHBqIz7gF/Fv1ENk0PWnJAfbRmjB0yekVypR78Hw/PD2ux7D7UThdP0nnDZ2xGmlFx3UdOf7wOGoSDi6EXyP6OtHXCULwhw+4nTkDQBFHRxQrVsgHhg+Xn2h+CQL9Q/1ZeGYheSfkpcXKFjg+d0RDqUH9IvXRUengFeTFUoellJ5ZmiJTijD31Fw++CXwIElLS143yckJatWSnyKOGQPlysH9+2gbGVFj7VqsypcnKjSUC/368cHRMQV+GkJ6kmyBYMmSJTlx4kS8x6Kioti9ezfly5dPVJnTpk3jzp07NGrUiFOnTgHw8OFD1q9fT6lSpfDy8orzxFIQhPTp77/luYAWFnd58ULOEJrQdKV7b+9ReV5lemzugWeQJwWyFODIwCO/FgA+fSrPt8idWx4GGhQEhQrB5s3g4iI/iTUySpJ7/FnW1vJw2Nmz5dwBH3x06bS/Jad67KOI+Se6sJUTNCQSTQp6hDH/FrzbDTdP6tL9QSjnLu6iyfImXMx8kTuud1K07Rmd6OsEQXi+bRuSSkWWsDBMHz8GS0s4dUqew6CjwzP3Z/y14y+yjc7GqH2jcPVxJbNhZsY3GM+b2W84NfQUtb1rc3LISdqXaY+uli5P3Z8y7uA4cozNQd3Fddl+Y3vMKJdYbG3h7FnYuFFek/DePShTBsaNQ0uppPrKlWSvWRN1RASXhg7l7ZffKYIAyRgIjh8/ntOnTzNgwAAeP34MwKdPnzh37hx169bF2dmZcePGJarMcuXKcfLkSV69ekXXrl0BGDlyJH379kWlUnHy5EmKiTHQgpDuXbokZwHV0oJixVaQJUv85/mG+PLXjr8oPas0119fx0DHgHmt5/FwykOa2jdNXAD44gUTb92CwoVh0yaIjISqVeXEME5O0K2bPCcwDTAykrOmbtwILz8ZMeRWF25NPkH9Yu70YzWOVEONgrIfP7PiGrjvVOBwWot6bsFU+KccU49OJTIqMrVvI0MQfZ0g/NkiAgN5feAAAAU8PeWhLI8eoa5bl1NOp6j/b30KTi7IKsdVhEaEUiRbEdZ1XYfbXDf+afkPOcxyAKBESYOiDdjVdxceCzxY13UdVfJVQZIkzj49S5cNXbAaaUX3jd0573w+9vBxhUKef+jsLCekUank5DLFiqFx/TqVFy0iV+PGSFFRXB09mjyBganxoxLSoGSbI9igQQM2b97M0KFDWbt2LSDPP5AkCSMjI7Zu3UrVqlUTXW7NmjV5/vw5Dx484OXLl6jVamxtbSlVqpRYV0sQMogv8+3p1Qs+fPCOc1ytVrPhygbGHxqPT7A8L6tD2Q7Mbz2fbKbZEl/hzZvQsCHlfH3lDrVFCxg9Wh6jmcYplfLD3zJlgGnmfPzYj5Mn+7Ft/wfML+ylVcQuykq3qfk+kprvwememhmvp1HxwTG29N5GoayFUvsW0jXR1wnCn+3Vvn1EhYZi/Pkz1pGRBK9dweYn+1h2fhkvPr0AQKFQ0LR4U4bUHEKNAjV++P+wsb4xvav0pneV3rh4ubD9xna2Xt/Ka6/XbLm+hS3Xt5DDLAedy3WmX7V+2GS2kS/MkgX27oUjR+Cvv+DVK6hRA2Xv3lSYOxdNAwNe7dlDWS8vnm3ZQoFu3ZL7xyOkccm6oHyXLl1o2bIlZ8+ejdWR1atXj0yZMv1W2fb29tjb2ydNQwVBSDMuX5bnvWtpyZlCBw2Kffz2m9sM3DmQ2663ASictTDLOy6nev7qv1bhqVPQujWEhvLcxIT8X83nSI+yZpWTyPXunY3w8OFcvDic6dtfkengFnqELKOoXwB7z8Pj+/f453JxSo2YzdB6I1Aqk3VZ2QxN9HWC8GdSRUTErBlY0MeHy/WK02RVFQLD5DduRnpG9KrUi0E1B5HHIs8v1ZHHIg+Tm0xmUuNJXH99na3Xt7Lnzh7cfN2YfWo2c0/PpVXJVgyvM5wKthXki5o1g+rVYdw4WL0a1q9Hcfw4ZZYvR6tnT5w3buTevHlEhoRQZMAA8XDpD5asWUMLFiyIhYUFzZs3j3Pc29ubp0+f/tKT0qdPn+Li4oKfn1+8k9Sjh9IIgpD+RL8N7NlTzpYdzTvImwmHJrD+ynokSSKTbiamNZ3GoBqDEk63/SPbtskVRUVBvXpMUirZm46DwG/p6MjJderWzYvfkhmUL1iJdp9uMpxFFPELZPu5KJ7cGc2MhhvouvAYubPkTe0mpzuirxOEP9e706cJ8/RELzISC1UEpUxuExgGdlZ2DKk1hG4Vun03a/Pnz3JitDt3wN29PH5+CS8xqFAoqJi3IhXzVuTf9v9y/NFxVl9cjYOzA/vu7mPf3X2Uy12O4XWG06pkKzSNjWHVKujYUX46+OIFitatsW/RgqNGRuQLDMRpxQqiQkOxHzlSBIN/qGQLBGvUqMG2bdvo2LFjvMcdHBzo2LEjKpXqp8t8/fo1nTt35tatWwlmKVMoFKJzFIR06soVed3d6LeBABISqx1XM/HwRHxDfAHoUr4L81rPI4txApMHf8aCBfLwT4BOnWDjRj63bv2bd5B2mZpCvjIrydHsKIWGDKV32BKGa8yjsH8ohXc+49kpO84P6kWNyatQaCbrYJEMRfR1gvBnkiQJ5y9LqNj5+vJ30c/468DaLmvpVblXvKMsVCo5l4uDg7xduSIHg7IJmJtDqVJyEtBataBSJdDTi1u3rpYurUu1pnWp1jx6/4h/z/3Ljps7uPnmJu3XtieHWQ4G1xxMnyp9MKlSBR4+hJkzYe5cFIcOMVJTk/cDBnDPwQHnTZuIDAmhzKRJKMTIkD9Osv0X/1E66fDwcDQ0NBJVZr9+/XBycuLff//l3r17vHnzJs7m4uLyO80WBCEVRb8N7NEDbGzgxusbXDa7zIAdA/AN8aVY9mJcHnOZrb22/noQqFbLKbejg8ARI2Dr1jSTCCY5KRTyg+Hz90w4Zj+FXKqPTNIehr+2JgX8JGrOWM/77Cb4rVsh/8Ui/JDo6wThz/Tpxg38X75EU61Gi2BWFZDoVK4Tfar2iQkCJQmeP4cVK6BlSzA3h7Jl5Qed587JQaC1tXzM0NANtRpu34Y5c6BOHfkBXs2aMGuWvApFVFTcdhTLXoyN3Tfybu47pjSZgkUmC9x83RizfwzZx2Rn8M7BvAp8LweCd+5A6dIYRkVRYNkyyllbg0LBq717uT5+POr4KhAytCR97Pvu3TtcXV1jPj979oxLly7FOc/f3581a9ZgY2OTqPKvXr3KhAkTGDx48O82VRCENObKFblj1NSECRPgpstNKs+rjEpLhbGeMTOazWBA9QFoavzGr63ISDkDzbZt8ud58/4fEP5BChSQ/6gYP96YmYsXs5RJTMjbiT5up8nxKQT6DiJw1j8YzZoH7dtDIgOZjE70dYIgOK9eDUAePz/GlAjHInNWlnVYxseP8tu+c+fkrx++WQbQ2Fievle7tvzWr0AB+SFd06YDWbXqKOfP//+N4fv3cgbtCxfkJZWMjKBatf+/MSxcWL4WwMrIiqlNpzKuwTh23tzJ4nOLefzhMcsvLGeF4wqaFm/K8NrDqXrtGjuKFqXz69fYOjigmTMn14yMcD1+nKiwMCotWIDGH/BgVJAlaSC4adMmpk2bhkKhQKFQMGvWLGbNmhXnPEmS0NDQYM2aNYkq39zcHGNj46RqriAIaci3bwMHLp2BSq3CItwCp4VOWBlZ/V4FISFyWu1Tp+TAZsMGeUmIP5SOjrzEVZ060K2bGeNenWKB5U3G2Lag5z13Mr/9CJ07o5o6BY0tW6FixdRucpoh+jpB+LP5v3yJ+507KCSJAA1fjtjA5gYbqFvdlDvfLNWqoyMP8axVSw7+SpaUH3jGJ1s26NJF3iQJXr78f0B54QL4+cGxY/IGYGUF9etDw4byfHATE3nYaM/KPelRqQcOzg4sOruIU49PceTBEY48OEKJnCWgmD7tt15Bs3sPbJyd0TQ05LKNDe8dHLg4cCBVlyxBU18/WX+GQtqQpIFg27ZtKVKkCJIk0bZtW4YMGUKVKlVinaNQKDAwMMDe3h4rq8T9Yde/f3+2b9/OwIEDEz3URhCEtOvq1dhvAx+9f8QJpxMoFUqKBhX9/SDQxwcaNZKXidDTg3375M8CDRrAo0dyTHzmTDnGeL1lT+vJ1Hedy/BHEplfvSaiWRO0nz4DC4vUbm6aIPo6QfizPVu4EIDsQUEMLxNJz4r9WDisPk5O8hu6UqX+/8YvoXl+P6JQgJ2dvP31lzxa/8GD/78tvHwZPn2CLVvkTUNDrqtRIzkwLFxYQe1CtaldqDbO7s4sObeErTe2cv/dfTCGYsd7MHv9ZJruvUG2JUuo/uYNl2xs8Lh2jQv9+lFt5Uq0fzPrsZD2JWkgWLBgQQoWLAjIT0yrVq1K7ty5f7m8gwcPxvqcP39+VCoVxYsXp2fPnuTIkSPeTrJly5a/XKcgCCnv67eBuXJB5/XzAGhdqjVhJ8J+r/B376BePXj2TJ5wceIEVKjwe2VmMFmyyC9K//0Xxo3T4u6+2bgVasXhPp3YveMFRbx9UfXqicaRo/8fh/QHE32dIPy5wjw9cb18GQBXPR/8CubB4+gCnJzkN3Q3bsj9WFLT0JADzFKlYMwYCA+XH6KePClvzs5w6ZK8jR0LOXLIAWGjRlCzZkFWd1nNrBazWH1xNdMOTsPZ3ZnmmzpQPk95Vm9aSPFJi6np6sqFnDnxuneP8z16UH3dOnQTSmMqZAjJlhqu21dDroKDg3FzcwMgR44cGBomnEr3a61bt0ahUMRMxv/6+1GjRsV7jUKhSFR2NkEQUte1a3D27P/fBr7xesPu27sBGFt/LFNPTP31wh8/lsfNfPgA2bPDf/9BIbGAenyUSjlvTvXq0KEDvHhaGs+Xd+nfJC/nD39C+9hx2LhRnmMpxBB9nSD8WZ5PnYoaMAsNpW+FMKpEbGbnEUN0dOR13JMjCIyPjo6cSKZmTTkJ9ps3/w8Kz58HNzdYs0betLXl3+0NG2amXaOJXPG+QqnupVh8bjE3XG5g73KDVn/VYu1tXWqfPMd5Gxt8nZ1xaN+emtu3oydGg2RYyZoj/Pbt24wZM4YrV66gVqsBUCqVVKlShXnz5lG6dOnvXn/hwoXkbJ4gCGlA9NvA7t3lDnTQzoWo1CrqFqpLSZuSv17wlSvQpAn4+8vB3+nT8iNS4btKloS7d2HIENi0yZCr95cxqVRb5t4G9ZAhKKtXB1vb1G5mmiL6OkH4M0QGBPDK0REUCpwz+VDYbiQ7p8nDwjduhHLlUq9tuXPDwIHyFhYmzyk8eVIeBOPqCmfOyNuwYWBgsI7aVbNze/RAll+dwbrL6zjg4sCBzPBv98p0PfAMR1NTAt6/52zTptTcuxdD0X9mSMkWCN68eZPq1aujra1N7969Y4bRODs7s2vXLqpWrYqjoyNly5ZNsIxq1aolV/MEQUgDrl+XO6bot4GegZ5suLIBgHENxv16wceOQdu2cm7uihXlz2ZmSdTqjM/QUP6jpnZt6NSpNQvy16BRlgtU9QiFrl3h4sWEsx38YURfJwh/DpfRo4lQKNCLDGdjraw8nzsTgIkT5XXb0wo9PXlYaMOGsGyZvITFiRNyYHjpEoSEZGfUKJg0yZqOHVdyoPMIdr2YxO7buxmmusLC+pocfmTI+1CJ4MBAzjVsSM01azASScMynGRbR3DixIlky5aN58+fs2rVKoYMGcKQIUNYtWoVz58/J2vWrEycODFRZebJk4ejR48mePz48ePkyZPnd5suCEIKiX4b2K2b/DRzqcNSPkd+pmzuslTPXz3xBYaFyTm2W7SQg8BGjeRxpyII/CUdO0KPHgrUN5bRtaqSQC3ksbxz56Z209IM0dcJwp9B7eOD88WLADgZ+/L+1A4iP+vSogVMn57KjfsOhUJeomLkSDnJjI8PFCu2jOLF5S5zwwZoViMvblt3MavMXWoXrIubbhSlyrhyKcsHjCLCCVWrOdezJ35z58a/mKGQbiVbIHjz5k369etHlixxF322srKib9++3LhxI1Flurq6EhwcnODx4OBg3r59m+i2CoKQ8q5fl6fsRb8NDAwLZIXjCgDG1R+HIrFJSU6ckBdVmjVLTq/WowccOgTJnAI7+MMH3Bwc8LhxA19nZ4I/fCAiKOiHC43/iDoqijBvb/xfveLTrVu8++8/Xu7ejdOqVThv2sT78+cJcHFBFRGRRHcSvzlzwFgqzNu3Qxn05WGwNHUqcXKk/6FEXycIf4ZXf/UjVFMTDVUUG0z64/+qFPb28rK0ymT7azrpGRmBjc1Z7t+XM4+2ayf3w1evwsR+JXGa9x9dMjtgn70MCwuEMbGoKzpRn/msocGZzZu5U7AggWPHgqdnat+KkASSbWyPUqkk6jtPDVQqFcpf+D/ne38c3r59GxMTk0SXKQhCyot+G9i1K+TJAwv+W4t/qD/5s+SnmX2zny/IzQ2GDpWDPpCTwixdCs2bJ1uGS1VEBO/Pn+f1gQN4XL8uL/j0DYWGBtqZMqFlZIR29GZsjLaRETpfvub39+fB4sWE+/nFbJ+/fI0ICPiptiiUSgyyZSNTzpxkypWLTDY2ZLKxwcjGBv2sWVH+5vIDlpYwYwYMGTmF7W130CS3J23eREHnznDvXrIH2mmd6OuEP1XgmzdofJkTm9GpX7/G5fY90NPjibGCdw7TsLKCo0fBwCC1W/drFAqoXFne3N1h7Vo5sYy7O2ybWxMNzZtUbHsQt9wT6J7pFQvv5cAQA15oa/Pi+HGy7tlDAXt7rMaPR5GakyOF35JsgWDFihVZsWIFHTt2xMbGJtaxd+/esXLlSipVqvTDcpYsWcKSJUsAuWMcNmxYvMNsAgIC8Pf3p2NaGqQtCEK8btyQ3wZqaMhzK8Ijw1l0dhEgZwr9qT+cIyPl9Q6mTZMXi9fUhOHDYfJkeZJbMgh49YrXBw/y5uhRwv38YvabFiiAOjKS8IAAIgIDUUdEIKlUhPv7E+7vn2B5JYCn69cnXKFCgY6xMTqmpv/fTEyIDA0l6O1bglxdiQoNJdjNjWA3N9yvXo11uVJLC8McOWKCw8K+vjxeswbFl5+vQqmUv/+yMDpKpfxVoZCPKRQotbXp3qYK69ZZ4HRrHv0rdafyJwXWz5/LOcyXL/+dH2m6J/o64U/0bMsW7s2bRyvgbOfOWJUrh1W5cpgXL46Gjk5qNy/JPerWBl89PZDULHm5AR1tLY4cyTj5x6ytYcoUeXTOoUPyr/XLlxVc29kKFM3IVmMTYytPxcbzLd1dzLCMyMRHAwM+vnyJcceO5DcyItegQWh26gS6uql9O0IiJFsg+M8//1C1alUKFChAixYtsLOzA+D58+ccOXIETU1NZs+e/cNyLC0tKVy4MCAPl8mWLRvZsmWLdU70wr2lSpXir7/+SvqbEQQhSX37NnD95W24B7iTzSQbncp1+nEBly/DgAHw5In8uUoVWLkSihRJ8rZGhYby9r//eL1/P94PHsTs17O0JE/z5ti2bBknm1rU589EBAbKW0CAvEV//mr/RUdH6jRvju7XgZ6pacxnbWNjlN9JyiJJEp+9veWg8O1bAl1dY74PevcOdUQEgS4uBLq4AFAUeLR0aaJ/BlqZMjG3/SgaTuyMb8HVdKt6gzOngRUroHFjeYmOP5To64Q/TfD79zz88ntECXjdv4/X/fs8Xr0aDR0dzO3tYwLDzIULo9TSSt0G/6aPJw8Q+NYLjIx4qM5JoF8lduxI3QyhyUVLS86z1rYtPHwo/4rfvl2TD+f7wMUufC5wiHnl16L+fI0uLqbY+5sSoKvLrYgIHsybR96ZM7Fr0QL94cMzTpScwSVbIFiiRAlu3rzJxIkTOXr0KKGhoQDo6+tTv359Zs6cSaGfWM+rQ4cOdOjQAYAaNWrw999/U6tWreRqtiAIyezmTXklh+i3gSq1inmn5QXkR9YdibamdsIXe3nJb6E2b5Y/m5vD/PlytpkkHAYqSRK+T57w+sABXE+cICokBJCHe2arVg3bVq2wrlw5wSBNU1cXTV1d9C0tv1vPnKZNGT9+/C+3U6FQoGdhgZ6FBZbfLFGgVqkI+/QpVnB44sgR6tWpI9+jWo2kVoMkIUlSrO/56ljg27cEvHyJ344pLCl7gn9uTOJsk8YsLSQx5CnQsyc4OUHmzL98H+mZ6OuEP4kkSdyZNQvV589YlinDhk+fmNm7Nx43b/Lp5k0+e3vz6cv3AJr6+liUKkWWL4GhSf78vz1cPSWpVSo8/urD+0zyHOAdrsvSXIbQ5FK8uDxcdO5cuctdsUKX10864P6kAxi9YF259WgW3EwNNxWNPpqBpjZPNTVxPn2aHPv2UaBoUczHjAGRFTlNS9b834UKFeLQoUOo1Wq8vLwAsLCw+KX5EiDWWhKEjODrt4G2trD/7iFeer7EVN+UPlX6xH+RWg3r18O4cRA9JLNvX/jnnyQNQLRUKp7v2MHrAwfwf/48Zr9hjhzYtmpFnubN083CukoNDQyyZsUga1asv6T8nnbtGpMTmd5OHRXF8+3bebRsGebBt5hj9pD9DxowvsxJGnvqkMfdHfr1g337km1OZlon+jrhT+F25gwfL11CqaVF2SlTWDp0KLatWmHbqhWSJBH45k1MIPjp1i0iAgJwv3wZ98uXAdA2MsKqXDmK/vUXJl/enqdlp6b0xDJcBwwUOIcWpVwjuzSdITQ5mJrKsy6GDpWX5926FfbutSPg7DxQzmC/zRHOlV1DvvDbdHI1wyLCgHdGRrx7+5bMPXqQX1+fOhoaEBEhr2wvpCkpshCUInr+Cd+fAC8IQsZ26xacOvX/t4GSJDHn1BwABtccjKFu3Ll9eQIC5LUAvzxhpnhxWL0aypdPsnZFhoTwePVqmr19y91//gFAqa1Nzrp1sW3VCsvSpWPm1f1plJqaFOzenew1a3Jr6lQ+3bxJxzBXyj/Jy4DSbpw8q0TjwAH5r4Nu3VK7ualK9HVCRhYRFMTdL8OcC/Xpg1Hu3LGOKxQKjPPkwThPHuw6dEBSq/F/8YJPN2/icfMmnnfuEBEYiNvZs3xwdKTYoEEU6NEjzb4h/EwA+Zaf5L51PgAeGQ9n59b0lSE0KSmVULWqvC1dCkeOwNatOpw50xb/N225nek1dwutJ0/+LbR8p6CYvxE++vpcA7J//syjwoXJ+9df6A8aJI9BFdKEZP3n/PTpU1q3bo2RkRHW1tZYW1tjZGRE69atefz4cXJWLQhCGhT9NrBLF/ltoIOzA3ff3kVPW4/BNQfHPjkqCkaOZOGlS3IQmCmTnBzmzp0kCwIlScLt3DlONG2K88aNaEoSJnZ2lJowgRYXLlBx7lysypb9Y4PAr2XKmZOaGzZQeuoMwiQj8oRq0/ldHlYXs0KlUMDgwfDmTWo3M1WIvk74EzxcsoQwLy858VTv3j88X6FUYlqgAAW6daP6ypW0vnaNurt2ka16ddSRkTxYvJhzXbsSlAaXQolSRVH24y0itExRKZV8jMrPsqNl022G0KSmrw8dOsgPdt+/hwULoGguW9Q3Z/Nqnyvz3JcyNFd2jll7EqmIIkxLi8fa2hxZt47LRYrwacoUpGRe+kj4Ocn2RvDy5cs0aNAAtVpNs2bNYk2gP3r0KKdOneL06dNUqVIluZogCEIacusWnDz5/7eBAHNOy28D+1Tpg3km89gXrF4NixahAfJCRwsXwjfJM35HsJsbd2bP5uOXBYINsmXjlErFqoMHxducBCgUCuzatOSNsgqnhs2krNE5TMNNOVLAiMpv3bDs2hUcHeX/yH8I0dcJfwLvR494uXs3AGUmT0YjMhLWr6fWu3dw7py8bE/27N/N2KzU1MS8WDGqLl+Oy6FD3J0zB+8HDzjZqhUlRo4kX/v2aeZ377+7/2b443Au2uQEwP6vnuTMmTbaltZYW8uL1Y8YISeY2bpVmx07WuF5qhW7Dd+wr8AqKllupKNbJjKp9HHT1MRt/36M9u4lX+3a5J42DW0zs9S+jT9WsgWCw4cPx9LSkosXL5Ljm8xBbm5uVK1alREjRnD79u3kaoIgCGlI9NvAzp0hb164/eY2Ds4OaGpoMqLOiNgnh4bKC8MDGwoVoteXP0CSgioiAueNG3mydi2q8HB56GPPnhTu25cN7dqlmT9E0rJ6rSxYv3sJi28uo7vZMkwjtTiXKxf5Xr3CftYstCZPTu0mphjR1wkZnToqiltTp4IkkatpU7KULSuv03rsGEMBviSgAsDYWA4Ic+T4f3D49ZYjBwojI2xbtiRL+fLcmDiRT7ducWfmTN6fP0+56dMxsLZOnRsFIqMimXZsGlb/zMVPz4TPmpqQyYqaf9VLtTalFwoF2NvL27x5cOYMbN2am8OH53FJOYJL9jPJl30Tf70wwjrchEClkrvnz/PQwYFc9vbYTZqEScGCqX0bf5xkG+/05MkT/vrrrzgdI0COHDkYMGAAT6JTvyegZMmSnD59Oubz1q1bcXV1TeqmCoKQzG7f/v/bwL//lvfNPT0XgI5lO2KTOfb6a6xYAR4ekCsXJ76Zh/I7PG7c4GSLFjxatgxVeDhW5crR8PBhig8diqaeXpLV8ydYuBCe+gxmjFEpLljKCXxemplxYvt2PmzcmMqtSzmirxMyuufbt+P//DnaxsaUHD0a5syBY8dAR4d7FhZQuLAcAAIEBMjL+pw+LSf4mjoVeveWl5gpUkQ+L3NmGDQIg8BAam7YQKnx49HQ0cHj2jVOtmjBm6NH5ezFKeyN1xsqza7C5zmzGOAMz74kIivRv2u6XwIjpWlqQsOGsHu3PHTUNus1dO8v5+XpRww3rcmAMi94p+2OQUQ4UQoFrx4+5GTr1pytVw/XY8dQiWGjKSbZAkEbGxvCw8MTPB4RERFvx/m1R48e4e3tHfO5R48eXLt2LcnaKAhCyoh+G9ipk/w28LnHcw7ePwjAmHpjYp8cGCjnqwaYMoWoJJifF+blxdXRoznfqxdBrq7omptTcd48am7YECfhgfBzcuaUh/iG3lnEhlxBzCrkiq5SQaiWFhcXLqSShweRwcGp3cxkJ/o6ISML+fiRR8uXA1Bi1Ch079yJeZo3u3EOajQMp3IXE+pNKUfHhY0ZO70J/45pyK7+dXHoUI0H9cvgWrYQvnmyEW70ZYKdr6/8sK9gQRT16pE/UyYa7N1L5qJFiQwK4vr48VweNozPPj4pdp87b+6i7LjijNp0kwW34JOBIYE6OmgaGGDbqlWKtSMjMjeHQoU28/o1DOxqi9bVHfiduMt4q/J0rPial7quWAUHoJAkvN6/59q4cRypVImH//5L2JcszELySbZAcPLkySxdupQHXy3AHO3+/fssW7aMqVOnfrcMGxsbzp07h0qlAuTEDmLYliCkL1u2wIkTcsax6LeB8/+bjyRJNC3elMLZCse+4N9/wccH8ueXx5H+BnVUFM937OB448a8PXkShVKJXadOND5+nFyNGonfJ79p5EjIm80a6e4UnpqEMqXCJwqEhaGQJHKEhHD7y/DejEz0dUJGFbNmYFgYFqVKkadkSXkBPUliSyEtJpi+IlArkKuvrnLm6Rl2OR9n3rtjDPc9SceoM9Q2uEiJ7LfJXewpmWt+QLdtCAbdoHYDOJZbA5UCeX5h8+YY1apFneLFKda7N0pNTd6fO8eJ5s1xO3cuWe8x6HMQLf/tztSFHXE8GETbNxCu0OJu8QoA5G3TBu1MmZK1DX+KrFlh+XJ48QK6N7VHefYkoWccmZqtGM1qfMBJ/yW2vl7oRUbyOTSUJ+vWcbx+fVyOHEmVN8R/imSbI3jjxg2srKwoVaoUFStWJG/evAC8fPmS69evU6RIEa5fv87169djrlEoFCxZsiTmc//+/Rk7diw7duxAT08PhUJBr1696NevX4L1KhQKAgICkuu2BEFIBEdH6PNlacAJEyBfPvjg94Gt17cCMK7BuNgX+PrKYw5Bfo2YwILtP8P70SNuT5+On7MzAJmLFqXM5MmY/cTi3sLP0dGBJUugUZMhUGA9j42fc7ttJZovO4uDjQ2uR4+Sr21bLEqUSO2mJhvR1wkZ1XsHBz44OqLU1KTsuHEo2rQBHx8eWmnSr2wkeFSGBxNBM+TLFgpaIbE/a4Z82Sd/H6oZgoOJGw613MkZBP2fQZ9nYP7uHcoJEyikrU3Wpk25ERiI//v3XB46lNxNm1Jq/Pgkv78rz+/QbHEHKrm84rYjGEeCn5E1j5vXI/jOLdRA/k6dkrzeP12uXLBpE4wdC1OmVGPv3muE5DzK7DITWFrkKQOfeNHtjTHvjMzwBW5MmMD706cpM2MGeubmPypeSKRkCwSXfxlKAHD16lWuXr0a67iTkxNOTk6x9n3bOY4ePZrixYtz4cIFPn36xJYtWyhTpgx58uRJrmYLgpBEnj+Hli0hMlJO+hk9PHTxucVEqiKpaleVCrYVYl80f748NLRYMWjT5pfqDXF358natbzatw8kCS0jI+yHD8e2Vas0u15VetawITRtrM3Ra0uhQT0G+h2ndatW2J67zGtTU+7MmkW9PXsy7M9e9HVCRhQZHMydL2uqFuzZE+MvS/f46SppWj2K8MCiKM4dQ18jlCxZsqJWgRQF6lBQq0GS5K/xfR8ULBGV6SHvch5ngs1xptnfpN0bGPwUSntHYLZ/P/UUCm4VtOONQpM3R4/y6dYtrJLoLblarabPsgVsejiBKQ9UTLkv7/cuWYFbWTPjf+cWCk1N7pqa0jlr1iSpU4irQAHYswfGj1cwaVIzjh9sTEjebcwrNZmVhdyYeD+Axu6ZeWxhyftLl/Bq1Igy06eTs55I3JOUki0QVKvVSVJO3bp1qVu3LgCbN2+mX79+dOzYMUnKFoTkEBEUhI5KhSoiAg1t7dRuTqrw9oZGjcDPT17yb9MmeWiob4gvay6uAWBc/W/eBn76JK9SCzBjRqJW7ZUkCc87d3ixYwfvz59H+jLELnezZpQYORLdL5P+heSxeDH8V6gu4a4tUOU6RE/b92ze48M7IyP8nJ15feAA+dq2Te1mJgvR1wkZ0cNlywj79AnDHDkorKsL69ahVkC76mrekQuNs6fZucWE7du7cvTo0USVHRGh4N49e65etefKlb+57PCJrXqn2Fr0OOV0TzHoRSht30hUePqcvHp6XM2ejVAPD2oA1ydOpOTo0eiYmPzSfd175k6DOV2JUJ/jmCM0cpP3f+jQketvXIhwcUE3c2YqL1rErunTf6kOIXHs7eXcQzduaDBxYnfO72tPcMFVjC8xgzM5fFh9LZjXplnxA66MGIFNgwaU/vvvX/43IMSWbIFgckiqDlcQkkNEUBCPli/n5c6dtFCr2VOiBBq6umhnyoRWpkxoGRrG+33MV2NjLIoXRzs6+1o6FR4OLVrA69fyEJAjRyA6IefKCysJDg+mWPZi1C9SP/aFc+bIy0aULQtNmvxUXVGhobgeP86LXbvwf/EiZr9V2bIUHTgQy9Klk+iuhO/Jk0ce5jN90SIUOU5x9P019ttmoconL+5lycKjJUvIWbeu6Lh/kujrhNTk8/gxL3fuBKBMhw5ofBmiPKkknM1sgdbpM+zblpVmzWD79sSXr60tPyAsX16eZyxJVrx82Z2rV7tz6WoE430vM9J4D33CD9D/jS+NX73mgZUVL0xNeXP4MC+PHOZe4aIY1WlPg7JlKFs42w+XLo2KggGzj7P+RQ+Khnhz6KwC22AJtZ4ezt278/DSJZAkMhcrRpV//0XfyirxNyb8lvLlwcEBzp/XZeLE4dw40I4LVXtQofEZ1l9+QxEvC56Ym/P21Ck+3bxJuRkzyFa9emo3O91LV4FgtIsXL3LixAnevn0LyBPtGzVqRLVq1VK5ZcKfSJIkXI8f5/78+XGynKk+fybs8+efznyl0NTEqkwZstesSfZatdJdZyRJ0KsXXLkiZwk/cQIsLeVjoeGhLHGQh8ONqz8udjKM9+9h1Sr5+5kz5QWJviPYzY0Xu3fz+uBBIgMDAdDQ0yN3kybYdeyISb58SX5vwveNGwdbt+bC9cE4KDWVv0v68fGkPq8/fybA359Hy5dTJjpbkPBTRF8npDR1VBS3pk1DUquxqV2bLFOnoggP52hOmF3IAG2HUxzZno/69X9c1s9SKMDOTt569NAGauHlVYtr19Yy48ITlJfn0c71CHVcA7hlbU2Ari5lHzuh+eA6Wy3cqW9tBlI5cuqVoVjWMlQrXJoyRTNjZwcGBnDxymdazxuDt9UyOryH9ZcV6KskInPl4nrVqry/eBGQE8OUmjDhjx3Jk1bUrAnXrsH+/VkZNPgUnuZLaVl9LP1eeTH5QRD3smQj0NeXiwMHkqdlS0qOGSMS+vyGdBUIRkRE0KFDBw4fPowkSZh8ebrs7+/PwoULadGiBbt27UJLrPcipBD/V6+4M3Mmnl8Wi86UKxelJ06k/+zZ7N22jcigICKCg4kMCiIyOJiIwED5a1DQ//d9+T7Uw4PAN2/wuH4dj+vXuTNrFmZFipCjdm2y16yJsa1tKt/tj02fDjt2yDle9u+Hr/OybLy6Ee9gb3Kb56ZN6W/m/82cKb9KrFoVateOt2xJkvC4fp0XO3bw4eJFOeoEDHPkwK5DB/I0b57u36amZ3p68hDRFq3HgN1mPDO5cr5xJUofuIFDrly82rOHvK1bY1qgQGo3Nc0TfZ2QWl7s2oXf06doZcpEiadPUbi68soIulbWQvvKEU5uK0XNmsnfDgsLaNYMmjUrDGzh82foUrU7/bIakP3+adz1tYnSNKS6jy39X3jzWv8oe/Ic5bAG7PQFTuQBrzIYR5UkwHwHmhaPWHQDhj8GkAioWZPLOjoE3rmDUkuL0n//Td7WrZP/xoSfolDIaQJq1VIyfPgwth6txZoaHblc/zE7zrsgaVngnDkzLgcP4nHtGuVnzSJL+fKp3ex0KV0FgtOmTePQoUOMGjWKkSNHYvXlbYmnpycLFy5k/vz5TJ8+nRkzZqRyS4WMLjIkBKeVK3m+fTtSVBQauroU6dePAt27o6GtjaRQoGNikuihcEFv3/L+/Hnczp3D++FDfB8/xvfxYx7++y9GuXPLbwpr1yZzkSIokmB9vaS0Y4e8djDAypWx47nIqEgWnFkAwOh6o9HU+OpXj4sLbNggfx/P20BNtZrnO3bwctcuAt+8idlvXakSdp06kbVKlTT3s/hTNWsG9Wrr8d/N+VC7DZ30buBuaEDOgADeGRtz559/qL1li1ga4QdEXyekhlAPDx59maddIl8+9LdvJ1QDWtWE8Ps7cNhWi0qVUqdturoQnsWX2oc3AxB08SK3p03D49MnnlhYYvzZiOU33Nl4+TPHckrszuPCaRsXAjT3YBkK+05qUdUjEgC3Hj24/vgxUR4e6FlZUeXffzEvVix1bkz4LjMzeQmq9qeK0nfAbZ5aj6N8syXMu+VJ+zdB3MiWjWAPD8736kW+Dh0oMWIEmvr6qd3sdCVdBYI7d+6kW7duzJs3L9Z+S0tL5s6dy6dPn9i2bZvoHIVkI0kS7/77j3vz5hH26RMA2WvVouTYsRhmy/bb5WeysaFgjx4U7NGDMC8vPly4gNv583y6cYPAN294umEDTzdsQM/Skuw1apC9Vi2UaWB9ncuXoWdP+fvRo/+/ZES0PXf28NbnLZaZLOlesXvsg9OmyRM46tWDKlVidkd9/szDJUto5urK3S/Z6zQNDMjTvDl2HTqIheDTIIVCzvdTuEgrorxK4WVxlyMNylBvx1U+GBnhdfcub0+eJFejRqnd1DRN9HVCargzezZRoaGY29hg+2XyX9/K8PLdSi5ubkPZsqncwK9kqlaNGg4OuB4/zr1//iEAOJs7N3l9fWnp6kl7FzWf9XS4aGdFaVcfMgeEoM6UCafOnXnyZSioZenSVFq4UCxJkA40aABPnXQZN+5fVh5pwNBq3fkvuwcbLr/GzdiKl2ZmvNy1C/crV6jw5e8F4eekq8fo7u7ulCtXLsHj5cqVw8PDIwVbJPxJAt+84ULfvlwdOTImm1q1lSupunRpkgSB39KzsCBv27bUWL2aVleuUGnBAnI2aICmgQFhnp683LOHC3370szVFdfjx5O8/p/16pWcHCYiQl4uYs6c2MdVahVzT88FYFjtYehp6/3/oLPz/7MNzJz5/2siIrg8dCjPt25FS5Iwyp2bUhMm0OL8eUpPmCCCwDTMzg5GjlDAndkAdNe6ho6lBYW+zJO9v3AhkSEhqdnENE/0dUJKe3/+PO/PnUOhoYH9jesogOWF4KBqCtc2DEhTQWA0hUJB7iZNaHzqFHlatgTglZkZx4sX522uXOiEhVPv4TsyB4QQUaAAF5s2jQkC83fpQs3160UQmI5kygQrVsDFnfXIc9+Jk+pmlGgh4afhQc23b9GPjCTYzY2zXbuSz98/tZubbiRbIOjr68ujR48SPO7k5ISfn1+iysyePTuOjo4JHr948SLZs2dPVJmC8CNRYWE8XLKEk82b43HtGkptbYr89RcNDx8mWwolbdAyNMSmQQMqL1hAqytXqL56NXnbtEE3c2Z01GqujR3LnX/+QRURkSLtiebrKy8T4eMDZcrAtm2xV32QJIlhu4fx+MNjMulmYkD1AbELmDJFXlyqeXP4kuFTHRXF1dGjcb9yBQ1dXS5nyUKjo0fJ36kTWoaGKXdzwi8bPx40PcvCxxoEEcm2Orkp5OODgUpF2KdPPFm3LrWbmGREXyekd5EhIdyZNQuA3BHhWPr5c90SJmbpw61VU7C3T932/YiOiQnlZ8yg1ubNGOXOzefwcK7q63OxbVuCe/fGr3t3TufIgfv9+2jo6lJh7lxKjRuHUsyxTZeqVoXHd80ZXeIQn+6tpX4tPRYUDqHOm9fk8fcHSaKkjw8eN26kdlPThWQLBIcPH07fvn0TPN6vXz9GjRqVqDK7devG3r176d+/P8+fP0elUqFWq3n+/DkDBgxg3759dO/ePdFtDQ4OZsqUKdSvXx8zMzMUCgWbN2/+6ev9/f3p27cvFhYWGBgYUKNGDe7du5fodghpiyRJuDk4cLxJE56sXYs6KgrrKlVodPgwxQYORFNXN1XapaGtTdYqVSg7dSrNL1zgsakpAC927OB8z56EenqmSDsiIqBVK3jxAnLmhKNH4duh+UsclrD8grzg9sbuGzHRN/n/wfv3Yd8+eTzhl/Wa1CoV1ydM4P25cyi1tKi6bBkfDAzEHMB0xtgY8tvthdvyEJ3+mtdR2WSn1IcPADzbvJmgL5kw0zvR14m+Lr1zWrGCUA8PdDU1Kf3iJZ660LVoQ26sWEWRIulnPq9VmTI0OHiQIn/9hVJLi4+PH3Pi/n3OODkR/OEDBtmzU3f7dnI3bpzaTRV+k54ezJun4Na2PuRzfsBC69JUbazGNPgjefz9UQBXhw8n9MsUHiFhyfbX1fnz52natGmCx5s0acK5c+cSVeaECRPo2rUra9eupVChQujq6qKjo0OhQoVYs2YNXbt2ZcKECYluq7e3N9OnT8fZ2ZnixYsn6lq1Wk2jRo3YuXMngwYNYt68eXh6elK9enVevnyZ6LYIaUNEUBCXBg/m8pAhhLq7o29tTZUlS6i+ahWZbGxSu3kxlBoaPDYzo+ry5WhlyoTX/fucbtMGz7t3k7VeSYK+fcHRUR6ucfw4ZMkS+5xD9w4xYu8IAOa3nk/rUt9kZJs8Wf7avj0ULYqkVnN72jTenjiBQlOTyosXY12xYrLeh5B8cuU6RZ5M5cG1GREKiZXVrcgWHIz158+oIyO5O3duajcxSYi+TvR16Zn/ixc837YNgPKvX6NAokuZEhxbdZCCBX6wOF8apKGtTbGBA2lw8CCWpUujCgtDFRZGlooVqb9nD6YFC6Z2E4UkVLo0OF2xY3KJazz4OIFSzSFC5Y7J58+EBwZyZdAg1JGRqd3MNC3ZksV4eXlh/p2x15kzZ8YzkW8uNDQ02Lx5MyNGjODkyZOx1lZq2LAhxX4x65O1tTXu7u5kyZKFO3fuUKZMmZ++dv/+/Vy7do19+/bR+kvq4bZt22JnZ8eUKVPY+WVRViH9+Ozjw4V+/fBzdkapqUmBHj0o0rdvms5Elb1GDerv2cPlYcPwf/EChx49KDFqFPm7dEmWDI2zZ8uZvDQ0YO9eKFo09vGbLjfptKETkiQxoPoARtYdGfuEGzfk6FFDA6ZORZIk7s6Zw+sDB1AolVScO5fsNWokebuFlKNURjFrFnQYMAtsjjJSeYe+dnko6fqek/ny8fHiRT5cvJhiw6uTi+jrRF+Xnj1csgRJrSZbYCBZQ0IYXzwbizc6UiCvTmo37bcY58lDrU2beHv6NJGBgdi2aYPyR6vOC+mStjZMm6JF29azaD24Hs2rtOTcBTdCtPLg/fQp92fNolR0SnMhjmQLBK2trbl//36Cx+/evYuFhcUvlV2sWLFf7gjjo6OjQ5ZvX2f8pP3792NlZUXLLxOVASwsLGjbti3bt28nPDwcHZ30/Qv1TxLy8SPn+/QhyNUVHTMzaqxejVnhwqndrJ+SycaGujt2cHPqVN6eOMG9uXPxefSIstOmoWVgkGT1fPhQmYkT5e+XLSPOwsIuXi40Wd6EsIgwGhZtyNL2S+MGo9ELi3frhpQvHw///ZcXO3YAUG7GDGyScrViIdW0bQsLFhTm7ssuqO22Mq+iIVNfRFDA3x9nY2PuzplDlgoV0vUCzqKvE31deuX14AEfHB1Bkijh6cmhHAZ03HuXQnmNUrtpSUKhVJKrYcPUboaQQgoXhsdnq9J71CWaVarBsWsfeGqZk+f79mFRsiQ5vzNy40+WbENDmzdvzoYNGzh69GicY0eOHGHTpk20aNEiuapPMffv36dkyZIov5nDVLZsWUJDQ3nx4kUqtUxIrAAXF8526UKQqyv61tbU2bYt3QSB0TT19ak4dy6lJkxAoanJ21OnONOxI4GurklS/tWr8ODBMACGD4cB3+R+8Q3xpeHShngFeVEiZwn29N0Te81AgAsXwMEBtLRg0iSerFnD0/XrASgzaRJ5mjdPkrYKqU+phPnzgXvTQKXFNI1HBBa2o4i7O7o6OgS/e8ezLVtSu5m/RfR1oq9Lr+4sWAKArb8/7roqch68RlE7q1RulSD8Og0N2LS4EPof+9OpjCG5/bwBuD5hAgFiCHu8FJKUPIuQBQQEULlyZZ4+fUrx4sUpUqQIAI8fP+bhw4cULFiQK1euYJLIBbeTW/RwmU2bNv3UZHxDQ0PatWvHhugFsb84efIkjRo14vTp09SrVy/ea3ft2sWuXbsSLPu///5L8NrkcOvWLcqmUI7olKzrZ+ozDQ+n2seP6KrVBGhpcTFrVkI1f/2FeVr4WZqHhVHp0yf0VCoiFQpuWFnx4RfeDIaGWuLuXhF394r4+RUAwMrqJmXKzEahUMecp0LFTdOb+Gj7oKvSpYpvFXTV3yTUkSTmXr1KQT8/TuTKhWOOHJTw8QHgfubMPI/n90Fa+FmK+n6vrps3J+NpuwUKL6eVqwH7z4Xw0sSE21mzEqlQcDJnTsJ+4/+3aPEFY8lN9HWir0srdSWmPvPgCGp/ckOpVtPw9SuGlS2Dt1nil1IQP8v0WV9Gvrfo+qzztcVAax+T3+jgrW+AUqVmr20eopJ4iHBK3xskcV8nJaPg4GBp8uTJUpEiRSQ9PT1JT09PKlKkiDRlyhQpODg4Oav+Zbdv35YAadOmTT91vlKplAYMGBBnv4ODgwRIhw4d+uW2WFlZ/fK1v6JJkyYZsq4f1edx86a0p0wZaUehQtKpNm2kMF/fX6tEpZKk/fslqW5d6b65uSR16iRJI0dK0vz5krR1qySdOSNJDx9K0qdP8rlJ5Hv3FurpKZ3p0kXaUaiQtKNQIen+okWSKirqh2W+fClJc+ZIUunSkiSnhpE3hUKSrKxuSEFBsc9Xq9VSp3WdJHojZRqUSXrk9ij+gk+elAvS1ZVerF4d065HK1f+0v0ltbT07zK91/d1XQ8fShJ6HhLdDCR6IXnZF5TUIP1Xvry0o1Ah6cqoUUlaX0oTfZ3o69JCXT9bX1SUWlpSsoG0o1Ah6baVlXS5QfVkrS+ppMWfZXqtLyPf29f1nb3mJrWrlFU6kC+ftKNQIel4heqSWq1OlrpSSlLXl2xzBAEMDAyYNm0a06ZNS85qUpWenh7h4eFx9n/+/DnmuJB2vT9/nisjR6KOiMCyTBmqLV+e+LXq1Go4cABmzAAnJwDsAb7MeYuXhgZYWMipNrNkASsryJpVXpSvYkV5SYUkoGdhQa0NG7i/aBHPt27l6fr1+D55QsV589A1M4t17vPnsH+/vD148P/9SiVUqwatW8sLx/frNwtDw9hPo6YcncKOmzvQ1NDkwIADFM3+TfYYkGPJL3MDXZo35/bSpQAU6tWLIv37J8n9CmlTsWLQvZ0Vm52GQYlZjCgWytYHUNrJidO5cvH25EnytW+PZalSqd3UXyL6OtHXpSczeh7B7vNbNNRqzKNCsdl7LLWbJAjJonaF7FhsusPuDuUoFqpJQIAnR+t2otlZkdwqWrIGgn+C6Cxs34relzVr1pRukvCT3hw9yo2//0ZSqchWowaVFy5EIzHJDlQqOWqaMQOePJH3GRnB4MEsOnGCEZ06gYeHvH369P/vvb3la6M/f232bLCzgx49oGtXOTiMp9qgIAgIgMBA8PPLx6NH8hp+enryV319OZOWQgFKLS1KjR1L5qJFuTl5Mh7Xr3O6TRuq/PsvHsqiMcHf48f/r0NDA2rWlIO/5s3B0jLhH8Omq5uYcXwGAKs7raZOoTrxn3joENy7x1tLS25+qcyuUyeKDx+eLJlNhbRl+nTYVXgU4QVXsk33LbPLFiHbrcfkzZyZV97e3Jk1i/r79onMfmmU6OsyhtWrIjG7NwmAAj4+WGzZhiKxDz8FIR0pns8ak5N3OVa7DGYqA8I+PGBdgzH0PjkvqZ65p2tJFgj27NkThULB2rVr0dDQoGfPnj+8RqFQxJlvkN7Y29tz+fJl1Gp1rEn0N2/eRF9fHzs7u1RsnZCQZ9u2cW/OHAByN21KuRkzUP7sHCWVSl4zYcYMcHaW9xkbw9ChMGwYmJri+OgRIxJaRDoyEry8YgWHAS8+8dHhKXkeHETnxQsYPx7V+IncNm/AQeOenNJojE+QNoGBEBLybYELiW9JMIXi/0GhHCQ2JIeuHc2VQ8DjLSfadeGod2+OevchUtJBUxNq14Y2baBZM8ic+cc/inNPz9F3m7yY9sSGE+lVpVfCP7NJk3hvaMg1CwsktRrbVq0oNW6cCAL/EDlywNABJsw7PQ7KjqV/fi+O3YJi16/zrkQJ/J8/59Xevdh16JDaTf0u0deJvi69On0adq3sTz+1Gi2ViixVymLQqFlqN0sQkp2NpQXtLt/hv4rlQaGD+evDjK+VhaknR6Cr++PrM7IkCwTPnz+PUqlErVajoaHB+fPnf/gH3q/8Afjff/+xYcMGXFxc8PPzQ/om141CoeD169eJLvdnuLu7ExAQgK2tLVpaWgC0bt2a/fv3c/DgwZi1lby9vdm3bx9NmjQR6bTTGEmScFqxgserVgGQv3NnSo4di0L5Ewl0VSrYvRtmzoRnz+R9JiZy8Dd0qPz9z9DSkt/0Zc3KnTuweLscV0ZFgQEracM+erKRKlyhvPcJynufYDTmbKczG+nJY+Rhlzo6cvwZFPQJY2MrQkPlIFGlir5X+fPXgeMz8nJFuYe+Wf+mrNE5Wlqsoo71CfRaTqLJkIqYmv7cLQA8/vCYVqtbEaWKomPZjsxoPiPhk3fvxuPtW67kzIkkSdg0akSZKVN+7ucuZBjjx8O6TYPwC1nCcYOPvK5UFNurThQzNOROcDCPli4lZ/366CbmH2IKE32d6OvSo4cPofVAB5brXgK0yRsShNW6randLEFIMRbG5tR3uMC5mrUJ09KipssSOlczYfWJnnxnKdgML8kCQddv0tN/+zkpzJ8/n3HjxmFlZUXZsmUp+u0q1r9h+fLl+Pv78/HjRwCOHTvG+/fvARg8eDDGxsaMHz+eLVu28ObNG3LlygXInWP58uXp0aMHT58+xdzcnJUrV6JSqTL0fJH0SFKruTtnTsx6dUUHDaJI//4//iMtKgp27ZIDwOgU6aam8voJQ4bI0VgiqFRw9CgsXgyXr0SB0WvI5kye4m+wzZoFMhXhnMlR3CK8KHZvM3mvbsbC153h/Mtw/iXSvjT06IFWlw5gakrTpn1iZZCKjITQUAgLk79Gb///nInQkH/RfHMGjfNzwPsd7O3D0+CGlBwzBr2fWPPM3d+dhksbEhgWSJV8VdjYfWPCP8eAADynTuVijhyoFQqy165NhVmzxBDAP5CJCfw9Tp+R6yZD5f70yP2ei9cU5D1/nlf16uHv5sajpUspO2VKajc1QaKvE31devP+PdRv4UHz7N3R9jFCNyqKwv/MgW/miQtCRmeeJQdVt23lYpfueBsYMtxtHI1q6LF1fwfy50/t1qWOZJkj+PnzZ9auXYu9vT1Vq1ZNsnKXLFlCzZo1OXnyZMxTyqSyYMEC3r59G/P54MGDHDx4EIDOnTtjnMAf+xoaGpw8eZLRo0ezdOlSwsLCKFOmDJs3byb/n/qvKg1SSBLXJ0zA9Zg8Kb7UhAnk79Tp+xdFRckJX2bOhFev5H1mZjByJAwaJM8H/ElhEWHcc3nO2r3OHL30FH+cwdIZur8EjUgAXACXKMBP3swMzMhbPi92DatR74OCKldfkePKfbQe3IGhd2DMCGjZkuJeXvLrvy+BmJaWHJt+Pz5VAPWIHFmJh8uW8XLnTt6ePMnHy5exHzYM2zZtEgzUohRRNF7WGDdfN+ys7Dg88DA6WnHfBkiShOeZM7wcNYr3WlqoFQqsK1Sg0vz5KJP4/18h/Rg4EJYs68m7gAVcNn7FkypFKXLJiVKRkTgAr/btw6ZBA6xSOB33rxB9nejr0rrAQGjYSIVf/vY0eaOHSgMKWFmi3blzajdNEFJF1lLlKDlhPHdnz+WtiTnLPvWlXmMNNq9rS/Xqqd26lJcs47J0dXUZO3Ysz58/T9Jy/fz8aN26dZJ3jCA/1ZUkKd4t+ono5s2bY32OZmpqyvr16/H29iYkJARHR0dKly6d5G0Ufk3U589U9vDA9dgxFBoaVJg798dB4LVrULgwdO8uB4GZM8uJXFxdYcKE7waBD90e8k73HaP3jabR0kbkHJ0H/YEGVF5Ygq1uHfHPPRNyHwDTp6ARiYGOAaVsStGmVBuq2lUlq4mcdME3xJdbb26x/e5uunjsIpftbSzbRTG0PDzJrITwcNi1ixk3buBTphj+Ny4l+mejZWhI6fHjqbd7N2aFCxMZFMTtGTM426kTvtHzH7+iUqu4Z3yPe+/uYW5ozskhJzEziP1UOdzfn2dbtnCifn0cRozgnVqNWqEga4kSVFm+HA1t7US3U8g4dHTgn5lacHc6AF1yuCBpaGB1/jy5KlQASeLioEH4RidgSsNEXyf6urQsMhLatgUnralM+eSESkML/ago8m/ZmmSZqQUhPcrfuSu5G9YHhYJ3plnZHtiZpj32sndvarcs5SVb1tAiRYok+ZCZsmXLJnmHK2RsoZ6eXB0xgmyhoWjo6FB50SKyfe+RT0QETJsGc+bIy0KYm8Po0fDXX/CDzGpBn4MYunsom65uAmN4eOZh7BM+m6EXXoiSeQrSpEpB7G0KUdC6INlNs8dKvgAQEh7Ca6/XvPJ8FXvzesVSXTeWFlZT0gd6PoceLyDz3ceoKlZjRykTbnRrSPHiNaiUtxL5rfLHKTs+ZoULU3fXLl7u3s3DJUvwcXLiv7ZtsevcGdOOzXju/4YnH5/g8MyBTzqf0NXS5eigo9ha2gLy2z/vBw94uXcv706fRh0RAYCmSkUutZq8y5djVrfuD9sh/Bk6dIAFC9vxwGcuDzI/5Fa1opQ770TZ168JLVMGz9u3udCvH7W3bMHY1ja1m/tdoq8T0iJJkt++//fkNHbl/yHfo7xEaELRevXQyJ07tZsnCKmu7KzZ+D97gZ+LC8EG2dkV2YGWY7SAFrRtm9qtSznJFgjOmjWLjh07UqNGDWrXrp0kZa5cuZIGDRpQunRpOnbsmCRlChnXxytXuD5+POG+vkQolTRcuxbL7z29fvIEunSB+/flz126wNKlP5UE5sbrG3Te0JnXXq9RoEDDsxxRXmXArxD4F6RykYKMGWJBo0YKfiY/ioGOAcWyF6NY9mJxjoVFhPHG+01McFhz1QKmvAimwdMgOt3xp77TTiaW3km//GBsaEoF2wpUtK1IRduKlM1dFgMdgzhlSpLEh4CPvCmemQ+jm8CuM1g99+X51q347t7Altwe3DELkkeUSrC913Yq2FYgIigI12PHeLl3LwEvX8aUZxoZSV4vL3Jly4bWmTPxLoMh/LmUSpg3V0ndnv9A/UZ0tn7BC21tNB0dqXb8OA6hofg+ecL5Pn2os20bhtmypXaTEyT6OiEtmjcP1u10g+admHvdjFBdTTIpleResCC1myYIaYKGtjZV16zhVPPm+AL5wiyZk6ktHQbfRKEoSZs2qd3ClJFsgeDy5csxMzOjXr165M6dm9y5c8dZcFahUHDkyJGfLrNdu3ZERUXRpUsXBgwYQPbs2dH4Zh6TQqHg4cOHCZQg/AnUUVE4rVjBk7VrATDJn58doaF0TygIVKvlgG/cOHm4pZkZrFkjL6L3A1GqKP45+Q/Tj09HpVZhpMxJ4NFtRHlURUsLOnaUk4ra2yfd/elp61EoayEKZS0EgONyRxo8OUrAqSMohg4j80tXVl+Fv54pGFjBj5OhJznpdBIADaUGxbMXp6JtRWwy2/DM4xlPPj7hqftTAsMC/19JZihW0IDuLtZYhWsz/HkO3HMZEta2KqePXqe6Tn5uTp6M68mTqMLC5LJ1dbEpVoy8hw+T2d8fRYUKcPy4SEggxKtOHahTqAFnPSrzKssVLlQrTM2zT9CaOZPqJ05wrls3Al1cON+7N3W2bv2pJEapQfR1QlqzZw+MGx8JjdvR850/kVr5ACg2fDhKMTRfEGIYZM1KxYULcRwwgJdmZrR8H8qZEnVo3+sRCkW2n/kzMN1LtkDw0aNHKBQKcubMiUql4lV0so2vJDaltpmZGZkzZyZfvnxJ1Uwhgwn18ODqmDF43b0LQN527Sg1diyrE3q08+6dvHj7+fPy5wYNYMMGsLb+YV1vvN7QeUNnrr2+BkABrQ4827ASIkywtT3I5cstf6aYJGPcoBnUaSQHsZMmUczHj8vH4XmNkiypl43jvg9w83Xj3jt5jt+3NJQa2FnZUci6EIWzFqZw1sIUzJyPyKOOvNi0GWvXYDSWnsdUrea/du3+X2/evORt25bcUVFo9+kjT0ypX19epd4g7ttHQYg2b66CEg1mQ+MqdLF0xk1PF+WNG+gePUrN9es526ULwe/ecaFvX2pv3ox2IjP0pgTR1wlpiY9PQbp1A8qMx8LoOr3vWvLGRAMTU1Nydu+e2s0ThDQna5UqFO7blydr1nDXyor1t15Tslp92nW+zl6FIa1apXYLk1eyBYLJkVLb0dExycsUMo6Ply9zfdw4wv390TQwoNz06djUrx//yZIkZwQdNAgCAuQV1xcuhH79fjiJXpIktl3fxqBdgwj6HISRrhGVlSs5uVROQLNiBZw+vRlr65ZJfYs/pqkpTwxp1w4mTYI1a8h/4R4rbz5j5cSJuA1tw/UP97n6+ioeAR7kz5I/Juizs7JDWzOep8XDSmDbpCm3p0/H884dTAGltjY569Ylb9u2WJQsiWL1arleSYL27WHLFhBPnoUfsLeHzrUrs/1dIz7mPMG+Onlpd/Qx9O+P/pUrMcGg/4sXOP71FzXWrkUrjT1cEH2dkFa8fAm3b08kMuthKLaQJec1eWckj8goPm2aWLdVEBJQpH9/3p06RdC7d3wysmDz48c0qtKRdh0OsXe3Bi1T4c+5lCJ+KwjpnjoykgeLFuHYvz/h/v6YFixIg337Eg4CfXzkQKlLFzkILF8eHjyA/v1/GAT6hfjRYV0Hum3qRtDnICrZVqKt1sOYIHDlSjmvTKozN4dVq+DuXahcWV5AcOJEclSpT1t3XZa0+5c9/fYwvdl02pVpR5FsReIPAr8wtrWl1ubNVFqwgLvm5jQ/f56Kc+diWbIkipkz5ZuWJPnrjh0iCBR+2syZoPlwFgAdLB4TUKuKPES7RQsy6ehQc906tI2M8H7wgMtDh6L6kohIEASZWg379snDrSN1vdGo2Z3GbyFfqDkqpRLzvHnJWrNmajdTENIsDW1tSk2YAMBzMzMqemozJPgYqpJjaNcODh1K5QYmo2QNBFUqFbt376Zfv360aNECJycnAAICAjh48CCfPn36pTK3bNlC27ZtKVeuHOXKlaNt27Zs3boVlUqV1LcgpHEh7u6c696dpxs2AJCvQwfq7thBJhub+C84fRqKFpV7TU1NmDEDLl+GnxiC5fjckeLTi7Pn9h40lBpMbzaDMp6OrF+cC5DjrgEDkurOkkiJEnDpEuzcCdmygYsLNGsmD918+jRRRSkUCmwaNOClsTG6pqbyXx/DhsHkyfIJkyfD8uX8VDYcQfjCxgaGdi4OrzogKaBnLR3In19eBbt1a0xy5aL6mjVo6unhcf06V0ePRh0VldrNjkX0dUJqiA4AixWTl4l4+/4zijrNMVAFsPyOPq9MTQEoPmFCoocnC8KfJmuVKmSvWRNJoeCOtTVzboG99SKi8q6hbVs4fDi1W5g8ku0vNn9/fypVqkTHjh3ZtWsXR48excvLCwBDQ0OGDBnCkiVLElVmQEAAlSpVomfPnpw5c4bIyEgiIyM5e/YsPXr0oHLlygQGBv64ICFD+HDxIqdatcL7wQO0DA2pvGgRZf7+Gw2duIub60RFyW+rGjQAd3coUABu3IC//5YDwu+IiIpg/MHx1FxYEzdfN2wtbLky5ir+F/7m38XytatWyS8U0ySFQs7X/+yZvAaitjacOSOvk5g7t5zRZvly+e1hZOTPlRkZCd26yUl2QP46bZpYm0r4JRMmQKaX00GtyUGXc1ycN0Jeq/PKFRg2jP+xd9fhVRxdAId/N26QkCDBIjghOCRAcXd3t0IpTnGHQqGF4i1evLiUAsW1FAjuViC4kwCBeOb7Y5v7EZJA5EY57/PkKXdlZvZ2Nydnd2cmfaFClJ8zByMzMx7s3YvXmDGosLCkbjYgsU4kvo8TwMuXIa1dCMV69kHZX2TGWXMeW9oRptPh6OFBJk/PpG6yEClCsaFDMTY356m1NU9t0vL7AbD2+JaQTHto1gxiMeZXipFgieDQoUO5fPkyu3bt4vbt2yil9OuMjY1p2rQpO3bsiFWZI0aM4PTp08yePZvnz59z5swZzpw5w7Nnz5gzZw6nTp1ixIgRhj4UkcyEBQdzdupUDn37LUGvX2NfoAA116/HqUaNqHc4cYIZhw9r2RpAnz5w5gwUL/7Zuq4/uU7pSaWZ/NdklFJ0KduFs6POse4XT6ZN07aZNy8ZJ4EfsrGBiRO1J4ENG2pJm7c3rF4NvXtDiRLaVBkVK8KwYfDnn/DiRaRizEJCoFEjWLlSS6JXrtT2FyKO7O1hVN9ccKUnAA33DuHxrz9r5+jcubBwIY6lSlH255/RGRtze8sWTv/4Y4S4klQk1onEEmUCaBtGs8EbcPy2IGfeL6TcY2h8XXHnv4GVCvXvn8StFiLlsMmaFbeuXQE4kyULud7o+NkrDNOaTQmxuUKzZrB1axI30sASLBHcsmULvXv3plq1alG+kpAnT55Yd7LfvHkz3377Ld9++y2mpqb65aampvTo0YMePXqwcePG+DZdJGPvHj1ib8eOXF2yBIA8bdpQbeVK0jg5Rd44OBjGjIGvviLru3faq5F79sDMmfDR8O4fCwsLY97BeRT9vihn7p3B3tqejT02srD9IkYPt2H6dG27+fO18WVSlJw5tRfefX2172P8eO1VUTs7rS/hoUMweTLUrw8ZMkCePNrTv/nzwcuLcSdOwPbt2nf4xx/Qpk1SH5FIBXr3hmyPfoRnnvj6+1Lj5iyCxozSVvbsCf/8Q7bKlSk1YQIAN1au5OKvvyZhizUS60RCizoBVLQZsgvXfiVZ/6oZN55dI7N5OpYfMudihgwonY5slSuTvlDkuWiFENFz69IFm+zZ8Tcy4lKGDHS/BnW932DduA7Bxs9o2lS7T55aJFgi+Pr1a1xdXaNdHxwcTEgs+3m8fPmSvHnzRrs+X758vHr1KlZlipTj/t69/38VNE0ays2YQYnhwzGOamCS69ehTBktyQkN5VDWrHDxIsRgwucLDy5Qfkp5eqzqgX+QP1XzV+XCmAs0KtqYAQNgxgxtu/nzoVs3wx5jokqbVvs+Ro2Cv/7SBtG5fBkWLYIuXSB/fm27mzdh+XLtsaenJwVevdKSxj17oHbtJD0EkXpYWMDC+eawbyO8z8TFhxdp73gN1aSJdlOnSRN4+BDX+vX1nfov/for15YvT9J2S6wTCSWqBNDWFjoP/Qf3IRVZ9bIm5x+ewcbchtF1R3PbshNpQ3Tcs7UFnY5C8qaGELFmbG5OsSFDALieIQNvzMz47agR6d5749CyAcFh/jRpok2TnBokWCKYM2dOzpyJPFdZuN27d+Pm5harMnPlysXWTzyT3bp1Kzlz5oxVmSL5e//sGUf69eNI374EvXmDvbs7tTZsIHu1apE3Vkrr71a0KJw6pSUsq1fzc7Fi8F/H+ei8DXjLd+u+o9j3xTj671Gsza2Z3mI6u/rtIotdVvr3T0VJYFSMjMDNTUsCFy3SXiF99Qp27NCSxSpVwMaG5xYW2lPDr75K6haLVKZmTfh+aFbYtwHCTFh7ah2z2xUDd3d48gQaN4aAAPK2aaP/I/fMjz9yKwmHdJNYJwwtugSw+/DzeI6uy28vvuKf24cxNzGnf9X+3G31B+OWXsBi6jTOZ8gAgEudOtjlyZPERyJEypStUiWyVKhAmFKcypMH24AwVh8xxsfoONnbdCI4OIwmTbSXo1K6BEsEu3btym+//cbatWv1fSZ0Oh2BgYGMGDGCnTt30j2W79R9++237N69m9q1a7N79268vb3x9vZm165d1KlThz179tCrV6+EOJxE9+jIEWy/8NEXVVgYN9euZXu9etzfswedsTFuXbtSbcUKbLJli7zDw4faX5K9e4O/vzaW9qVL2rx2n6pHKTac3kD+UfmZtmcaoWGhNC7WmKvjr9Kvaj90OiP699feKAVYsCAVJoHRSZdOG2Bn/HjYuxd8ffm6alXtLxQhEsDw4dCgVFk4NgOA/ttHcXTKIO1c9PLShuZVigLdu5PvvwmyvUaPJpufX5K0V2KdiA9/f63L+tKl8N13UL06ZM4cMQHsNeImVSa2Yv6zIuy+uh1jI2O+Lvc13i23MG3NHezLVoEtW3hmZcXjNGnQmZhQMFnMYyREylV86FCMzMx4EhbGg/TpKfswlGEXjbhvtpb8bccSFKTdm3z69PPjTSRnCTahfN++fbl8+TKtWrXCzs4OgNatW/Py5UtCQkLo3r07Xbp0iVWZ3377Lc+ePWPy5Mns2rUrwjpTU1NGjx5Nj2Q3fn/sBb1+zdHBgxluZ8fZqVNx69oV8/++wy/F61u38Bo7luf/3Wm3d3fHc/x40kX3utTatdofiD4+2jtmU6Zoo4R+Jpn+99m/9F7dm52XdgKQI0MOZreaTe2C2iuPSmkzJIQPjrlwIfzXj/jLZGxMmIwMKhKQkREsWwYlPb7l5o1ThOVZSoOdA7i0YCaOLTpqfzEXL46uVy+KDhxI8Nu33Nq4kdJPn/Lk+HEcS5VK1PZKrBMxERamjc114YLWS+HiRe3fN29q6z6WNi106fOAV87jmXvyN0KfalOGtCzZkkk5W+Hyy1LYXEvbWKcjqFkzzgUHw/Xr5GzUKPoplIQQMZLGyQm3zp25NG8ep3PlIvPLl4w/A3szw4mM31OyVR5Orm7LqVPD+f13bQD2lCjBEkGdTsfChQvp0KEDGzZs4ObNm4SFhZEzZ06aN29O+fLl41Tu2LFj6dWrF3v37uXu3bsAODs7U7VqVdKnT2/IQ0gygb6+2OXKRfCZM1xdsoR/168nX8eO5GvfHlNr66RuXoIKDQri8sKFXFmwgLCQEEwsLSncrx+5W7XCyNg48g4+PtCrlzZPHmgjX65YoU0P8QkBwQH8+NePTPprEoEhgZiZmDGk5hCG1RqGpZk2kIwkgUIkDVtb2LJZh0fpubxLd5GXnKb21emc+GEipkOHaRemuzu6ihUpOWYMwX5+XNq/P+pBoxKYxDrxoZAQuHtX66Z+/TqcP9+TUqW0l1PevYt6H3t77SWLggXBvWAYGVzvceDpbH79+xcCnwQCUKdgHabmaUe+hetgUwNtR52ONw0bct3FhduHDxPq70+oTod7ihjGWojkz61rV+5s3cq7R4+4XKEChQ8eZMdxW1xqvua8bRcqtHDm0NpytGkDZ89q4+xF9adqcpZgiWC4smXLUrZsWYOWmT59elp+5nW/lCyNszNVly+nspMTg0qWxPf6dS7OmcPN1asp0K0buZo3j3qAlBTu2enTeI0dy5vbtwHIUqECJUeOxDpLlqh32LcPOnbUJp42NoYRI7R5AT8YZS8quy/vpufvPfn32b8AVM1flV9a/0Iex//3pwgJ0f7W/OUXbQT7hQu1rnNCiMTh5gbLfrOgaYdN0LA4Z++dpbOnG8tbt0b3++/QrBmcOoWRszOlJ09mRqNGfBPd74pEILHuy6GUNrPO9etw48b/k74bN+Dffz+ejrUG9+5p/zIz085r94IKF7fHpM12E53tTZ4F3uTfZzc58Owmi87dwt/LX793+TzlmZG/M0WXbIW+2rmgdDqe1K7NNTs7Hp89q1UO2OXJwx9v3tDO0TGRvgkhUjcTS0uKDRnCkb59uerjg6urK/Z37vDnNScqFrrHJcdGOBUczb2LfZg6VXvKv3q1dnMnpUjwRDA+7v3329Ppv7u84Z8/xykJ7gobmk6n42pwMLU2bODuX39xYfZs/O7f5/SkSVxbtoyCPXviUq9e1E/JUpigN284N20a/65fD4CFgwPFhw/HqUaNKIdjx99fm+cuvNNerlzaU8DPvBL20OchA9YNYN2pdQBkts3M9BbTaV6ieYR6rl7VZks4eVJLAhctgs6dDXOsQoiYa9IEhpx04sfl66BWNVaeWEXp1lP49upV7fZro0bw998YW1kRlIJ/F37JsS45CwrSErurV+HatYhJn69v9PtZWECu3AqnvE84f2ch9dpkJ9T6Ji9DbnLr+U02P/+Xd7fewa2o9zcxNqGkS0mm5G5HmdX70A3uCECIkRF3qlThOvDmzh1tY52OrBUrkrdtWzJ5ejKvQQNDfgVCfPGyValC5q++4vHRo5wuWZKKd+9Sweseo7K78j13CCg+nEVDWtOnW3p27wYPD9iyRRvjLCVIsERQKcWCBQtYvHgxt2/fxsfHJ9I2Op3uk8Nqu7i4oNPp8Pf3x8zMTP/5c0JDQ+PV9uREZ2SES506OFWvzq3Nm7k0dy7vHj3i+IgRXP3tNwr16UO2KlVi9L0kN0op7u/ezakffiDgv4nLczZpQtHvvsPsv8lwIzlzBtq21SIzaP0Cp0yBT7wyGxIawm2r2+QfnZ+3AW8x0hnRu3JvxjcYT1rLtPrtQkNh+nTtoWJgoDbg6Pz5Wqd9IUTSmDgRTp+uxF6vKVBqAH22DqXYz79TqkUvLRns2hVWrUqy9kmsS/l8fbVELzzhC//37dtaXIiKTgfZXP3Imu8O9s63MU9/hzDr27zlNk/e3eHWyztcCvKHojDvSuT9jXRGuKR3IZ9DTtxtnMhvnZVcFhlxMbPHMdQck99XwzBtwJd3pqbcLFOGf9+/J+jhQwBMrKzI2bgxeVq3lv6AQiQgnU5H8eHD2dGgAY8vXeJh165kW7CAsbufs79VZo6aPGbKtbJs3LWbHu2cuHVLey6xYoV2rzK5S7BEcPDgwUybNo0iRYrQtm1b0n1m6P6o/Pbbb+h0Ov2EuuGfv0RGpqbkbt4c13r1uPH771xZtIjXt25xpG9fHAoWpHC/fok+SEJ8WIWEcLh3bx4eOABAGhcXPMaOJVPJklHvEBgIP/4I33+vvbfp6Ai//aaNaPkJf9/8m16/9+JymssQAJ6unsxtO5eiTkUjbPfvv9pbpkePap9r1tSeBGbNGt8jFULEh7ExrFkDxYr3496/pwjN9Tv1/+zFpcW/kLFRK+09nGLFkqx9EutSjqAgOHIEbt+uS48e/0/6njyJfh8bex+yFbyCncs1zNPfJsTyDm/UbZ68u819v+fcBwgG0wfg6A+Z30Pu91D+vQ6n92ZkCDAjq4Ut6THDIcwIu2CwCQjB9J0/ujePIOB2lPUq4IWVFdcLFeK+nx/q+XOtPdmzk6d1a3I0aoRZmjQG/46EEJGldXEhX8eOXFm0iNO3b+P41VeYHD3KnlM5yFjwFdefXOfrrV+xdvtuRvXOz/792oiiY8bA6NGfHbcwSSVYIrhs2TKaNGnCunXr4lxGx/+GBo/uc6p29SpW/w1F/iETS0vcunQhV7NmXF2yhGsrVvDy4kX2d+lCplKlKNKvHw4FCyZBgz8vLDiY52fO8ODAAWrdu8fDu3cxMjHBrWtXCnTrhrG5edQ7Hj4M3btrERu098XmzYNPDJjw2PcxgzcOZuXxlQCYhpkyp8McupbtitEHV2RYGPz6KwwZAu/fQ5o0MG2a1h9Q/g4TInlwcIDNm3SUKb+QwHSXec556l6YwtGfp2DabwAMGULR6G4iJTCJdcnf2bOwZIk2ptjLlwDduHw54jaOLi/IUuAKabJfQdld5q3RFR6+v8Kzt0/w8YeML8DxnpboZX6vJX2O73WkD7HAKtSMMEzwMzPjrZkZb01NeW9qqgURI/AJAh/gJoAOjM1NMTU1xyRNGkzDwrQfwNTEBFMTE0zMzXlqZsar9+/hzRsAMnl4kLddO7JUqJAquoQIkdK4d++O97ZtvHv0iCtt2lDo0iUsz1xgnp8LE5pbcO3JNeovLMfW+TsoOMeDmTNh3Dg4dw6WL9dGAk6OEiwR9Pf3p2rVqgYts3PnznTv3h1PT88o13t5eTFv3jx+++03g9ab6N69gzp12P/yJezfD5UrR9rELG1aCvftS542bbi8YAH/rl3L0+PH2dWyJQ6FC5O+UCEcChUifaFCWGfNmmR3l4P9/Hj09988PHCAR4cPE/RfUDMF0hcpgse4cdjlyhX1zi9fwuDB2pM/gEyZtHc3W7aMNksLDglm9v7ZjP1zLG8D3qLT6ehatit3N96lW/mIk/95e2sJ3/792ufKlbWq5C0bIZKfYsVg/i9WdOy1GRqW4KT3Sb4p486iTp3QLVnCoDNntEf70f0+SSAS65Kn58+1xG/JEjh//v/LMzg9IyTNOkpUg9A0V/DlCvfeXuGJ33PeBEOBR1DwMhR8BQV9wP0VWIea4mNhoSV5//34mZnxws6UF59og4mxMSEhIVhYWREcHEzof68HhxoZEWpkBCbR/AkWEgIhIRiZmeFSpw5527Yl3WdGwhZCJCwTKyuKDR7M3wMGcGX9enL8+CM233xDqxve1Cu4kmqWs/C640X1GZXZ/O1mihatRvfu8Mcf2quif/wBuXMn9VFElmCJYJUqVTh58iTdDDjz9tKlS6latWq0wfHOnTssW7Ys5QfH27chOBiX0FCoUkXrAzNlitZp7SOW6dNTYvhw8rVvz8VffuHOn3/y8vx5Xn4Q+czt7XEoWBAHd3ctOSxYMPo+eAbw7tEjHh48yIMDB3jm5UXYB31jzNOlI2uFCiw7fpxfV6xAF9XzcqW0l6u/+04bmg20J4KTJmmTSkdj/9X99Frdi6uPtf6DHq4ezGk1h5KuJam/oX6E4hcvhv79wc8PrKzgp5+07obJ+fG9EF86bRAnV37ZsgZq1uS3f5ZQquUsvr5yBXXmDDx6lOiJoMS65CM4GHbu1JK/bdv+P3qnqVkYnk128s51Bmef7cEoDLwfasle+Vf/T/pyvtGStFcWFrywtOSFlRVHnSwJiC5hA0wtLEiTJQtpXF2xyZWLNM7OpHFyIo2TE+b29jRo0ICtW7cCEBYSQsi7dwS/e0ewn5/2E9W/377FMmNGcjRsiIWDQ2J8dUKIGMhevTqZSpXi6fHjnL54kQpff43RwoWkbd+Fg5s30MByFnuu7KHOrDqs7LKSw4eb06iR1ue4ZEmtm0PNmkl9FBElWCL466+/UqNGDX744Qe6d++OQyL8Mnv06BGWlpYJXk+CK1gQLl9mqaMjHf39tc5qO3bA3LlQv36Uu9hky0bpSZMo2KsXz0+f5sWFC7y8eBHfa9cIfPWKR4cO8ejQIf32aZydcShUSEsQCxaM191GpRQ+V6/y4MABHu7fj0/4K5zhdbm4kK1SJbJWqkT6IkUwMjbmh/r1o04Cb9zQMrLwx3QFCmgjtnz1VbT13391n4HrB+pHA01vk57JjSfT6atOEV4DBXj4EL7+Gv76S/v81Vfa/NSJ/LejECKOpk2Dc+eqcfTkJPAYQs9N31Hk5/UsHD2LBXGcsy8+JNYlvcuXteRv5Up4+vT/y4uU9CN37WWcCZzFiac3aH8Y5l7XEj+rUK0f3mtzc15aWvLC2pKb6S15bW6O+uiNE52xMXZ585LW1VWf5KVxdsbGyQlzO7sYv3FjZGKCma1tgt6IFUIkHJ1OR4nhw9nRuDEPDxzg4ezZ3N+6lVJPn2LZtAXbdmyjnVU61p1aR8uFLZnT6gWnTn1LkyZw7BjUrq3NNThoUPLpfmSwRDBNmjSRfhmGhIQwatQoRo0ahYWFBcYfvdeu0+l4/fr1J8v9448/+OOPP/SfFyxYwN69eyNt5+vry969eymZRP1EDC3UxpqhadPScedO7YngzZvQoAG0aKHNcJ4xY5T72WTNik3WrLj+lzCGBgbic/06Ly9c0CeHfvfu8fbuXd7evYv3n38CWoBqGBbGlipVMDIzw9jMTP9f/b/NzbX/mprqP4cGBPD46FHef9DbXmdkRPoiRchaqRLZKlUiravr5w84MFB7LDdxovZvCwutl+2AAdrkS1HtEhzItD3TmLB9Au+D3mOkM+Lbit8yvsF40llHfHIY/pCxTx9thDhzc62qfv1S3uSfQnzJzMxg/XooVnwQT26fIjjHeupv+oaCaRKnb7TEuuTBx0e7u75kiTbVT7gMGaB+mzsE557DH9cWc/neazrchFHndWR7q3hsY8NNe0teWFvzysqK4CjKtsqcmfSFC+NQsCDpCxcmXf78mFhYJNqxCSGSL9ucOcnXrh1Xlyzh9E8/sbxoUTaEhcHu3ZjVb8jve/fgYOPA3INz6fl7T57Xe87+/aPp00fHwoXamBTnzmnPeKyskvpoDJgINmnSJEH6oV25coX1/80vp9PpOHHiBKdPn46wjU6nw9ramvLlyzNt2jSDtyGxKaVouaAlbwq8IaC0Bxbnz2s9TqdOhbVrYe9ebQ691q0/e0vB2Nyc9P/1Fcz737JAX19eXrzIy4sXeXHhAq8uXiTQ1xcLiJDQxYaxpSWZv/qKbBUrkqVCBSxiM5vmoUPaq5//TYpL9era088cOaLdZeelnfRZ3Yebz24CUDZXWea0nkPh7IUjbfv0KZw6NYxt27TPJUvCsmWQP3/MmyiESD4yZ4aNG3RUqPobIXZXecIlAm0DCQoJwswk6htHhiKxLmkFBWmhcMIEbUpZ0Lra1a6j8Kh/mJPvZ7Lkwh8Ynwqj400Yc8GErG9CeGRtxV95svL6o9c8TSwtsXd31/rV/9e/3jJDhiQ4MiFESuHeowfe27fjd/8+ueztYdcu7Z3PI0cwrlmLXw4eJGOajIz7cxxj/xzLC78XzJ07k6JFjejTRxvs+soVrZtS8eJJeywGSwSXLl1qqKIiGDZsGMOGDQPAyMiIxYsX07p16wSpK7k4fvs4G05vgBzg+YMna7qtIf/kydCsmTa6yfnz2lx6q1drCVP27LEq39zOjizlypGlXDlASzzfP37MN506MePnnwkNDCQsOJjQoCDCAgO1/wYFERocrK0LCtIvU0qRoWhRHEuVin7Uz+i8fKk9H1+yRPucKRPMmKE99YzmD607z+/Qf11//jin3Tl3tHVkStMptPFsE+mPMz8/LV+eMgVevy6Nqan2kHHIkOj76AshUoYyZWDmVBt6DtsMDUriY+7D+lPraVOqTYLWK7Eu6Rw6pPUcCJ9G1t0d2nUMwKLAGpZ4zWTrsXOYhkLXGzD+igWZfAJ4bWbEgVy5ePzfmyXmdnZcDQ2l5YABOBQqhG2uXBhJQBBCxIKptTVFBw7kn8GDcfPx4e2LF6TZtg2qVQMvL3TVqzP28GHS26Snz5o+zDkwh5fvXrL066UUKGBG06ban/IlS8I332g3tmLz/MSQUtRvv7CwsKRuQqJwz1iarJd28DBnWy48uECJCSWY1XIWnct2RnfypPYK5fjxsH271ofup5+gW7c4j3Si0+mwzpKF1+bmOLi7G/hooqAUle7fh3z5YjwYzOv3r5m6eypTd08lIDgAE2MT+lbpy+i6oyNMCg/am6Xz52uvfj57pi1Lm/YWhw/npHDkB4ZCiBSqRw/w8srFsn2rMLa9SblRCZsEJpYvJdbF1PPn2j3DZcu0zxkzwuhJT3jqMJefD83j2bVnmIVCn1umjLlkjv0rPwKNgzmVIwc3LS1RSmFkYkKetm1x796dZW3bMrJ586Q9KCFEiuZcuzb/rl/Ps5MnOdK3L9VWrsT0r7+gUiW4cAGqVKHXkSM4dHGg/ZL2rPZazat3r9jYYyPnz1szcKA2svHcuVp3h59+0gZES+xBCxO0uufPnzNw4EDc3NywsrLCysoKNzc3Bg4cyNMPe3TH0JkzZ/j111+jXf/rr79y7ty5eLQ4ebh7F9S9WrDpMsZPqvE+6D1dl3el5YKW+Aa/gxEjtBeMS5eGt2+1v4YqV9b6ESZXSmkdOYYMgVy56H/unJYEFiigzeI+b16USaB/kD9Tdk0hx/AcTNg+gYDgACrnq8z50eeZ2mxqhCQwJER7uJgnD/TtqyWBuXJpF1r58gMkCRQildHptCBaLGNtdNe/TrJfgRLrEkZYmPbqVL58WhKo00H37oohS+bx3UkXvt82Hl/fZwz3tuP5n7bMPByM3Ss/rrm48GehQtywsEApRbbKlam9dSvFBg3CLLlO5iWESFF0Oh1lfvwRf2NjfG/c4NjQoSg7O9i9G/Lmhfv3oUoVWjlV5M9ef2JlZsWuy7uoOq0q5mlfsWoVHDgAbm7an8OdO0PZstqf94kpwRLBy5cvU7BgQaZNm4atrS3NmjWjWbNm2NraMm3aNAoVKsSlS5diVeaIESOi7Dwfbv/+/YwcOTK+TU9y7u5w5gyYhtwidNtOOPETRpiw7tQ6iowvwj///qN1cDtyRHv30cpKe2emUCHtPcgPpmtIUkrB8eMwcCC4uoKHh3bL4/ZtAoyNtSeAZ85o73h9JDgkmPmH5pNrRC4GbxjMq3evyJ85P5t6bGLvgL24ZXGLUM2GDdpgq507w717kCWL9lTwyhVo1Qp0OpWYRy6ESCSWlrBpE5Qt+x1VqiR+/RLrEsalS1C+vDZW2qtXULgw7D/sT4BHJ77b3AMCApny1AWf7Q5M3OtLmheveejszI4yZThjZUVQYCB2efJQefFiys+eTVqZIFYIYWBWmTJxxNERIzMzHuzfz4XZs7VuTnv3an/33roFVatS07EEewfsJZ1VOo7fPk65H8vx4NUDKlbUEr+pU8HGRhtZtHjx/w9smBgSLBHs2bMnoaGhnDhxgmPHjrFs2TKWLVvGsWPHOH78OKGhofTu3TtWZZ4+fZpy//Vri0q5cuU4depUfJueLGTKBOnSNWfwYCO4OIiwP45iEZSDuy/vUn5KeSZun0ioDu1suXxZey85IECbgD1TJm3AlWHDtAzpzh0tW0oMYWHaE77+/bWZ2UuXhp9/1h5zWllB8+awbh3tq1eHoUMjjQgaFhbG6hOrcRvjxjcrv+GR7yOc7J1Y2mkpF8depFGxRvq+gEpp/XNLltS6T167Bg4O2gX177/a27Kmpolz2EKIpOPsDGnSPEySuiXWGda7d9qLI0WLaqHE2loLIet33mHAga9YdmwZRV/peLbdloF/emP17CW+2bNzoHp1Dllb88bXFwsHBzzGjqXmhg04liqV1IckhEjFXllY4Dl+PACXFyzAe/t2yJYN9u2DrFm1JxLVq1PaIT9HBh8hq11Wrjy+QunJpdl9eTemptq02deuaUNkhIXB7NnaQ8XlyxP+z/cESwS9vLzo27dvlENce3h40LdvX06cOBGrMt++fYvJJzp1GxkZfXaI7pREpwvlxx+1u91pAjwIWH0WiwetCQ0LZeSWkVSbVo2HPg/BxUXLiJYs0XqbvnoFe/Zok5U0a6aNvpk+vZYsDh1q+OQwNBQOH9aS0uzZtWfbM2Zoj8VtbLRHchs3ah091q6FZs0iTdCrlGL7he0U+74YrRe15t9n/5IxTUZmtZzFjQk36FCmA8ZG/x+S/dgx7TXsmjXh9GmtmtGj4fZt7YKSKbaEEIlBYp3hbNv2/27vISHoJ2J2q74Tz0nFOXvvLKWD7Dh+IC1pn78mIHt2vJo14y9bW548eICRqSluXbpQb8cOcjVrhpHMDSSESASu9eqRv3NnAE6MGsXLixe1J4J792pz2pw9C7VrU8DWmaNDj5LXMS8PfB5QY0YN2i5qy7M3z8iaVZsSZ+9e7XX4Z8+0PoPly8PFiwnX9gQbLCZjxoxYfGLeHQsLCzJGMxdedHLnzs3u3bujvbu6c+dOcnxiyoGUqlEjLTg2aZKWSztXostbHdPyPTlw/QCFxxdmSccl1CtcDzp21JKuS5e07OjUKe2/Fy9qyeHevdpPOHt7KFZMew5drBjFnz6FP/6A4OD//4SEfPrzs2fw55/w4bQTadNqE983bQo1amhzAn7CkRtHGLZ5GEf/PartbpmWwTUG07dKX2wsbCJse+ECjBypVQnafIDffqs9/JQRv4UQiU1iXfyFhmamcWPYvFn77OQEc+ZAnTphTNwxkTFbx6CUoqFtIdaveoqxz1OuFi7MJTMzgi9fBiB79eoUHTAAm1iOoi2EEIZQuF8/Xt+6xaNDhzjcpw811q7FKl8+7cFMpUraE4z69XHevp2TI04yassoZu2fxaoTq/jr0l9MaTqFTl91okoVHefPw/Tp2riQf/+tvSHRu7c2k5zBqQQyffp0lSNHDvX48eNI6x4+fKhcXV3V9OnTY1XmjBkzlE6nU/3791c+Pj765T4+Pqpfv37KyMhI/fzzz/FsefKRKVOmCJ/9/JRq00YpUIq015Vdx6KKrii6onr/3lv5B/lHXVBAgFKnTik1f75S3bopVayYUqam/xVkoB87O6U6dFBq2zatvs+oV6+eOnP3jKo5o6b+GCx6WKjB6werF29fRNg2LEypgweVatJEKZ1Oq87YWKmuXZW6dy9m32W9evVitqGBJGZ9qfnYEru+1HxsiV1faj62D0msi7vgYKWmTVNKp3urQCkTE6WGDNFinc87H1V3Vl19fBgyo40Kc3FWCtSlAgXUKjc3tcrNTe1o0kQ9PXkyVvXKdZAy60vNx5bY9aXmY0vs+j6sK+jtW7WtXj21ys1N7WzRQgX7//d3+YkTStnYaH/A1qmjVGCgUkopr9teqsi4IvrfcxV+qqCuPb6mL+/ePaWaNv3/n9qOjkoVLTpFhYUZrv0J9kQwLCwMGxsbcuXKRaNGjciVKxcAN2/eZMuWLeTKlYuwsLAIk+LqdDr69+8fbZl9+vTh3LlzzJgxg1mzZpElSxYAHj16RFhYGO3atfvk/imdtTWsWKGNrdKvXx58lx8jXfXh+GSbxuz9szl84zBruq0hX+Z8EXc0N9ee+n04a2Vg4P+fHJ4+DRcucPPqVXLnz69NsmdqGvHn42Xhny0ttRFLK1eO1N8vKsEhwfxz6x9O256m2PfFADAxNqFr2a6MqjuKLHZZ9Nu+fw+rVmnvSn/4WLx5c+0uSd688fo6hRAi3iTWxd3atTBgAIANX32ljQBbsCBceHCBxr825tbzW5ibmLOk9mRaDZwL3nfxzZ2biyYmEBxMkQEDyN+pE7rEHm9dCCGiYGpjQ/k5c9jVsiUvL17Ea8wYSk+ejM7DQ5vyrWZN7b9t2sDq1ZR0LcnJESeZsXcGY7aO4dCNQxQaV4jhtYYztNZQsmc3Z/16bSDSXr20yQGePBnIqVPa+BiGkGCJ4MCBA/X/XrVqVaT1Fy5ciLANfD446nQ6lixZQvv27dm4cSO3b98GoEGDBjRp0oSKFSsapvHJmE6nvQpZrBg0a2bOg50/Y56rCubVOnL+wXmKTyhO3yp9+SrXV5R0KUnGtNG8khRFcvhd/fps3brV4G1+8OoBOy/v5K9Lf7H36l7e+L8BC+3/Z6uSrRjXYBy5MubSb3/nDvz6qzZsuI+PtszKCtq21R6NJ8ZUh0IIERMS6+KuZUttep+//+7P4cPTMTKCVcdX8fWKr/EP8sfZwZktrX6jSPv+cOMGYU5OHHdzI+zmTbJUqED+zp31g4cJIURykMbJiXLTp7O/Wze8t23DLndu3Lp21Tr7bd6sdZ3asEHrNrVoESbm5gysMZCmxZvy7apv+evSX4z9cyxrTq5hQbsFlMtTjurVtQciP/8M8+btoWTJagZrb4Ilgnfu3EmooqlUqRKVKlVKsPJTglKltJkXWreGvXtrE/jwPNnbted+0F4m/TVJv52zgzMeLh54uGo/xZyKRep3Z2hBIUEc/fcof136i78u/cWlhxGHTs+QJgPmz8zZPnk7hbIVArSH3vv2aU///vzz/+PY5MgBPXtCp07RzjUvhBBJRmJd3BkbazfHHR1XExL2IwPXDmT2/tkAVHerzu8t5+PQsIXWOdzRkSvduvHq998xS5sWj7FjJQkUQiRLmTw9KTFsGCe//55zM2aQNmdOslWqpI2bsXatNobGypXa3BFLlkCJErikd2F7n+2sO7WOvmv6cu3JNcpPKU/Xcl35qclPpLNOx/DhcPz4bCAFJILOMmdPgsuQAXbuhDFjYOLEzNxfsIucNVdRsMY+rr/y4tqTa9x9eZe7L++y/vR6AIx0RrhlcYuQHLpnccfUJH7zLNx7eU976ndRe+rnF+inX2ekM8Izhyc1C9SklnstijsXp2HDhhTKVoi3b7XXXefM0UaHC1e9uvb0r1Yt7Y8FIYRIjiTWxV+oeSiVf66sHzBsZJ2RjK06GOO69cDLC+zt8Vm4kEsjRgBQfMQIrGI5AI8QQiSm3C1b4nvjBjfXruWfwYOp/vvv2OXODQ0bwpYt0KWL1kWrVClt6rcxY9CZm9OiZAuqu1Vn6KahLDi8gEVHFrH13FZmtJhBS4+WBm9ngiWCUXn//j1r1qwhMDCQ2rVrxymAXrhwgdmzZ3PmzBlev35NWFhYhPU6nY5bt24ZqsnJnrExTJgAnp7Qrp0Rt3a249bOdmTPDs0qvCF7kdPoMnlx+40XXt5ePPB5wKWHl7j08BK/Hf0NAAtTC4pkL8Iduzs0+qURJsYmGBsZY2Jkov18+NlYWxb++V3QO/Ze2cuVx1citCtjmozUdNcSv2pu1XCwcYiw3s8vM337wtKl8OaNtszGRhv4tGdPbehcIYRIiSTWxdyRG0d4Vf4VR/89SlrLtKzovIL6+WtofywdOgRp0hC6fTvHp0whLCSEbFWq4FKnTlI3WwghPqv4sGG8uXOHp15eHOrVixpr1mCRLh3UravNAd67tzZnxKRJ2qj9S5aAhwfprNMxv9182pVqR7cV3bj6+CqtF7Vm2bFlhBiFGLSNCZYIdunShRMnTnDpkvZaYFBQEKVKldJ/trW1Zf/+/RQtWjTGZR48eJCaNWuSLl06SpQowdmzZ6lcuTIBAQEcO3aMAgUKUPzDAVFiITAwkNGjR7NixQp8fHwoVKgQEyZMoFq1zz9+XbNmDT/99BNXrlwhTZo01K9fnx9//JH06dPHqS1xUa+eNubLN9/AwYPaFH73V6aFlZWASmTODBUqQJEyj7FxPcmjYC9OenvhdceL1/6vOX77OJjDlnNb4lS/kc6I0jlLa0/9CtaiaPaiGP3Xgd/fH44f12azOHlS+++VK/M5cEDbN08erRNshw7azBNCCJFSSKyLe6z749wfNJ3XlDCLMNyzurOpxyZyO7hqsyrv3KkNRrZjB5dPn8bn2jXM7ewoOXq0vBIqhEgRjExNKTt9OrtatsTv/n3+7t+fygsXYmRqqs3vvXq1NgJijx7axPOlS8OgQTB2LFhYUDZ3Wc6OOstPu35i4vaJ7Lq8C6P0RpzyPkUJlxIGaWOCJYIHDhygbdu2+s+///47ly5dYtWqVRQuXJgmTZowbtw4tmzZEuMyR48eTY4cOTh+/DhBQUFkzJiR4cOHU7lyZU6cOEGtWrX48ccf49Tejh07smHDBvr160fu3LlZunQptWvX5sCBA5QtWzba/ebOncu3335LlSpVmDZtGg8ePGDmzJmcOnWKEydOfHJ+KUPLmVObrsTPT5uu5NAh7cfLCx4/1m46rFmTGahPxoz1KV8expULw7Xwv7yzOMuPP0+iR88ehIaFEhIWQkhoCCFhIZ/8rNPpKJ2jNNXcqpHOOh1BQdqT7kW7/p/0XbqkTT8YURh16hjRu7c2z70M+iaESIkk1sU91pXNVZZsdtl4cv4Jx+ccx9rUUnstZNMmbRTqP/7glb09lxcsAKDEyJFYJuINViGEiC9zOzvKz5nD7tateXbyJKcmTcJj9Oj/b9CokTaQTN++2lD5P/6oPR1cuhQ8PTE3NWdU3VG0KNGC7iu7c/bSWYpkL2Kw9iVYIvjkyRNcXFz0n7ds2UKJEiVo1aoVAF9//TVTpkyJVZlnzpxh3LhxpE2bFp//hpMMDQ0FwNPTk+7duzNq1Chq1aoVq3K9vLxYs2YNU6ZM0Y/u1r59e9zd3Rk8eDD//PNPlPsFBQUxfPhwypcvz549e/R3KcuUKUO9evVYuHBhtBMCJyQbGy25Cr/BG/5E7vBhLTE8dkybB37DBtiwwQjIQ7p0eQgN9WDFI1fSpCHKn/RRLDM2/m+S96Va0nf+vDYzxccyZtSGui1RQvuZPbsj27YtT8yvRQghDE5iXdxjnYONA8eHH6dQnkJYm1lpQ2KvWKEFlnXrCK1QgeMtWqBCQshevTpONWvGug4hhEhqdrly8dVPP3GoVy/+XbsWu9y5yfNfjADAwUEbPKZZM+3VvmvXtLnivvtOm0Xe0pI8jnnY/91+ajasiYmx4dK3BEsEra2t8fX1BSAkJISDBw9GCBRp0qTh9evXsSrTxMSENGnSAGBnZ4epqSnPnj3Tr8+RIwdXrlyJbvdobdiwAWNjY7p166ZfZmFhQZcuXRg+fDj3798ne/bskfa7dOkSvr6+tGjRIsKrKnXr1sXGxoY1a9YkSSL4MUtLqFRJ+wEtUTt58v9PDP/5J3yaBleOHo1/fenS/T/hC0/+smXTpr4It2CBb/wrEkKIJCaxLn6xLlPaTOgU2mAJ8+ZpgWLFCmjQgEszZ+J74wbm9vaUHDVKXgkVQqRYWStWpEi/fpybPp3TkyaR1tUVx1KlIm7UoAGUKwf9+mm/B6dMga1btb6DpUuj0+kwV+YGbVeCJYLFihVj4cKFVKpUia1bt/L27Vvq1aunX3/r1i0yZcoUqzJz5crFzZs3Aa2jfL58+di8eTNt2rQBYPv27Tg6Osa6rWfPniVPnjyk/aiDmoeHBwDnzp2LMjgG/vfoy9LSMtI6S0tLzp49S1hYmL6vXHJhbg5ly2o/I0ZAcLA2P0nPnqMZNGg8b98S45+AAMifP2LSlyNHxKRPCCFSK4l18Y91A969g6lTtQ/z50OrVry8eJErixcDUHLUKCzs7eNUthBCJBf5u3TB999/8f7zT/7u35+vpk4l81dfRdzI3h6WL9eeDnbvDtevw1dfwYAB8P33Bm+TTqnwGdsM69SpU9SoUQNfX1+UUjRt2pR169bp1+fNm5eSJUuycuXKGJc5evRofvvtN7y9vTExMWHZsmV06tSJnDlzAlrAnTRpEkOGDIlVW93d3cmUKRP79u2LsPzKlSsUKFCAefPm0b1790j7vXjxgowZM9K5c2cWLVqkX379+nXy/Tfs5YsXL3BwcIi0L8Dq1atZvXp1tO3atWsXNWrUiNWxxIeXl5f+D4LUVFdqry81H1ti15eajy2x60vsYwPYunVrotYHEuviG+sa3LpFl/+ebi4qUICtOXJgFBZGjQcPsA0O5q6NDcdimUh/Tmq+DlJzfan52BK7vtR8bIldX2zrMgoLo9Ljx2QICADgip0dF+3tUVE8QbEOCqLr5ctUefAAgAfW1swuUoQf//7bMI0HUAno2bNnasuWLergwYMRlvv4+KgZM2aos2fPxqq8oKAg9eLFCxUWFqZftmLFCtWwYUPVpEkTtWTJkji1M0eOHKpWrVqRlt+6dUsBavr06dHu26JFC2ViYqKmTp2qbt26pQ4fPqwKFy6sTE1NFaDu378fpzYppVSmTJnivG9c1KtXL1XWldrrS83Hltj1peZjS+z6UvOxfUxiXRxj3fr1SoH2M368fvGZqVPVKjc3tbFcORXg4xP7cj9DroOUWV9qPrbEri81H1ti1xeXuoL9/ZXXuHFqlZubWuXmpna2aqXePngQ/Q7btimVJYtSoEJBqePH49HiiBJ0HsEMGTLQoEGDSMvt7Ozo27dvrMoKDg7m6tWr2NvbR+gn0LZt2wgjtsWFpaWl/tWXDwX8l61H9TpMuPnz5+Pv78/AgQP1ne/btm1Lzpw52bRpEzY2NvFqmxBCiORNYl0cY121alC2LHPOnKHXyJEAPD93jmtLlwLgMXYs5nZ2sS9XCCGSMRMLC0qOHk2mUqU4MXo0L8+f56+mTfEcNw6n6tUj71Cnjjbv4IABnN22jeIGfNqZ4BPKHzp0iO3bt3P37l0AnJ2dqVu3LuXLl49VOUZGRhQvXpyff/6ZPn36GLSNmTNn5uHDh5GWP378GIAsWbJEu6+trS1//PEH9+7dw9vbG2dnZ5ydnSlTpgwZMmTAToKYEEKkehLr7GLfIFtb2LOHCc7O9NLpCAkI4PiIEaiwMFzq1ydb5cqxL1MIIVIIp+rVsS9QgKODBvHy/Hn+7t+f3C1aUHTwYEw+npLHzg5++42JdeuyyYADcSRYIhgUFESrVq3YsmULSil9kPD19eXnn3+mUaNGrF69GlNT0xiVZ2xsjLOzc5R3M+OrSJEiHDhwgDdv3kToRH/ixAn9+s9xcnLCyckJ0I7x9OnTNGnSxOBtFUIIkXxIrItnrLOw0I8udmHWLN56e2OZIQMlhg6Ne5lCCJFC2GTNSrVly7gwezZXFi/m5tq1PD97lq+mTsX2v37hHwox8ACUCTac5bhx49i8eTPfffcdjx8/5tWrV7x69YonT54wcOBANm3axPjx42NVZu/evVmwYAGvXr0yaFubNm1KaGgoC/6btBa0UdKWLFmCp6enfhS1e/fuce3atc+WN2zYMEJCQujfv79B2ymEECJ5kVhnmFj37PRpri3X5pb1GDcOM1vbeJcphBApgZGpKUUGDKDSggVYODjge+MGO1u04NbmzaiEGdNTL8GeCP7+++906NCBn376KcLyjBkz8uOPP/L06VNWrFjB97EYCjU0NBRzc3Ny5sxJ06ZNcXFxidSnQafTxTooeXp60qxZM4YNG8azZ8/IlSsXy5Ytw9vbm8X/DV8N2sS7hw4divA/ZfLkyVy6dAlPT09MTEzYsmULu3fvZsKECZQsWTJW7RBCCJGySKyLf6wzA46PHAlKkaNRI7JWqBCv8oQQIiXK/NVX1Nq4kWPDhvHk2DFOjBzJ0+PHKTl6NKbW1glSZ4Ilgo8fP8bT0zPa9Z6enqxZsyZWZYZ3UAciBK0PxSU4AixfvpxRo0axYsUKfHx8KFSoENu2bfts/46CBQuyefNmtm7dSmhoKIUKFWLdunU0a9Ys1m0QQgiRskisi3+sq21lhd+9e1g5OlJs8OB4lyeEECmVZYYMVFqwgCuLFnFhzhy8t23jxYULlP35Z+zd3AxeX4IlgtmyZePgwYN88803Ua4/dOgQ2bJli1WZd+7cMUTTomRhYcGUKVOYMmVKtNscPHgw0rI6depQp06dBGuXEEKI5EtiXfw8PXmS8v897fQYNw6zjya7F0KIL43OyIgC3bqRsUQJjg4ahN+9e+xu1YoiAwdqE+4YUIL1EezQoQPr1q3jm2++4fr164SGhhIWFsb169fp0aMH69evp2PHjp8so3Hjxhw5ckT/+e7du1hZWelHK4vuRwghhEgMEuviLvjdO+2VUCBn06ZkKVs2iVskhBDJR4Zixai1cSPZqlQhLCSEM5MnU+7JEwJ9fQ1WR4IlgsOHD6d9+/YsWLAANzc3LCwsMDc3x83Njfnz59O+fXuGDx/+yTLCh6oOV6lSJfbs2ZNQTRZCCCFiRWJd3D3++2/ePXjAq9BQig0alNTNEUKIZMfczo5yM2dSfPhwjExNyejvb9BEMMFeDTU2Nmbp0qUMGDCAHTt2RJhbqXbt2hQqVOizZWTNmpWzZ8/Spk0bAJRSESbYFUIIIZKSxLq4c6pRgyq//UajJk3oFZcJ6YUQ4gug0+nI26YNGYsVY3ivXnRwcTFY2Qk+oXyhQoViFAij0rJlS6ZOncq6dev0czMNHTqUSZMmRbuPTqfj/PnzcapPCCGEiAuJdXGTydOT2yEhSd0MIYRI9tLlz89DA48emuCJIICfnx8+Pj5RzoURPjFtVCZNmkSuXLk4cOAAz549Q6fTYW1tjYODQ0I2VwghhIg1iXVCCCFSkgRLBAMCAhg3bhyLFy/m5cuX0W4XGhoa7TpjY2O6detGt27dADAyMmLkyJG0bt3a4O0VQgghYktinRBCiJQqwRLBb7/9lmXLltGwYUPKlStHunTp4l3mnTt3yJAhgwFaJ4QQQsSfxDohhBApVYIlgps2baJr167Mnz/fYGWmhuGyhRBCpB4S64QQQqRUCTZ9hE6no1ixYglVvBBCCJHkJNYJIYRIqRIsEWzQoAF79+5NqOKFEEKIJCexTgghREqVYIngqFGjuH37Nt26deP06dM8f/6cV69eRfoRQgghUiqJdUIIIVKqBOsjmDt3bgDOnj3L4sWLo93uUyOpCSGEEMmZxDohhBApVYIlgqNHj0an0yVU8UIIIUSSk1gnhBAipUqwRHDs2LEJUu6TJ09YvHgxZ86c4fXr14SFhUVYr9Pp2LdvX4LULYQQQnxIYp0QQoiUKsESwY/5+/sDYGlpGecyLly4QMWKFfH39ydv3rxcvHgRNzc3fH19efjwITlz5iR79uyGarIQQggRKxLrhBBCpBQJNlgMwL179+jUqROZMmXCxsYGGxsbMmXKROfOnbl7926syxs6dCg2NjZcv36dvXv3opRi5syZ3L9/n7Vr1+Lj48PkyZMT4EiEEEKIqEmsE0IIkRIl2BPBa9euUbZsWXx9falWrRr58+fXL1++fDl//vknf//9N3nz5o1xmUePHmXw4ME4OTnpR2ELf12mWbNm/P333wwaNIhDhw4Z/oCEEEKIj0isE0IIkVIlWCI4dOhQjIyMOHv2LAULFoyw7tKlS1SpUoWhQ4eyefPmGJcZFhZGpkyZALCzs8PY2DjCsNwFCxb85KhtQgghhCFJrBNCCJFSJdiroYcOHaJPnz6RAiOAu7s7vXr14uDBg7Eq09XVlTt37gBgZGSEq6trhIl8//nnH+zs7OLTbCGEECLGJNYJIYRIqRIsEQwODv5kZ3krKyuCg4NjVWb16tVZv369/nOPHj1YtGgRVatWpUqVKixbtozWrVvHuc1CCCFEbEisE0IIkVIlWCJYtGhRFi1axOvXryOte/PmDYsXL6ZYsWKxKnPEiBGsXr1aH1T79evH+PHjefnyJa9fv2bUqFFMmDDBIO0XQgghPkdinRBCiJQqwfoIjhs3jpo1a5IvXz46depEnjx5ALh+/TrLli3j5cuX/PLLL7EqM126dBQvXlz/WafTMXLkSEaOHGnQtgshhBAxIbFOCCFESpVgiWDlypXZsWMHgwYNijTMdZEiRVixYgWVKlVKqOqFEEKIBCexTgghREqVoBPKV61albNnz/LkyRP9XErOzs44OjomZLVCCCFEopFYJ4QQIiVK0EQwnKOjowREIYQQqZrEOiGEECmJQRPBM2fOxHqf2HaiF0IIIZKSxDohhBCpgUETwRIlSqDT6WK0rVIKnU5HaGioIZsghBBCJCiJdUIIIVIDgyaCS5YsMWRxQgghRLIjsU4IIURqYNBEsEOHDoYsLpJ9+/Zx5swZBg0apF/222+/MXbsWAIDA2ndujVTp07F2Ng4QdshhBDiyyWxTgghRGqQYBPKJ4SxY8dy/vx5/eeLFy/SvXt3MmTIQMWKFZk1axZTp05NwhYKIYQQ8SOxTgghRGJIUYng1atXKVGihP7zihUrSJs2LUeOHGHt2rV8/fXXLF++PAlbKIQQQsSPxDohhBCJIUUlgu/evSNt2rT6zzt37qRmzZpYWVkBULJkSf0cTkIIIURKJLFOCCFEYkhRiWD27Nk5efIkAP/++y+XLl2ievXq+vWvXr3C3Nw8qZonhBBCxJvEOiGEEIkhUSaUN5Q2bdowfvx4Hj58yOXLl0mXLh0NGjTQrz99+jR58uRJwhYKIYQQ8SOxTgghRGJIUYngiBEjCAoKYseOHTg5ObF06VLs7OwA7Q7pwYMH6du3b9I2UgghhIgHiXVCCCESQ4pKBE1MTJg4cSITJ06MtM7e3p4nT54kQauEEEIIw5FYJ4QQIjGkqD6CQgghhBBCCCHiL0U9EQQICAhg48aNnDlzhtevXxMWFhZhvU6nY/HixbEuNzAwkNGjR7NixQp8fHwoVKgQEyZMoFq1ap/dd+/evUycOJGLFy8SEhJCnjx56N27N+3atYt1O4QQQgiJdUIIIRJaikoE7969S6VKlfD29sbOzo7Xr19jb2+Pr68voaGhpE+fHhsbmziV3bFjRzZs2EC/fv3InTs3S5cupXbt2hw4cICyZctGu9/WrVtp2LAhpUuXZuzYseh0OtatW0f79u158eIF/fv3j+vhCiGE+AJJrBNCCJEYUtSroYMGDeL169ccP36cGzduoJRi7dq1+Pn58eOPP2JpacmuXbtiXa6Xlxdr1qxh0qRJTJkyhW7durF//36cnZ0ZPHjwJ/edM2cOmTNnZv/+/fTq1YuePXuyb98+cubMydKlS+N4pEIIIb5UEuuEEEIkhhSVCO7fv59vv/0WDw8PjIy0piulMDc3Z9CgQVSpUoV+/frFutwNGzZgbGxMt27d9MssLCzo0qULx44d4/79+9Hu++bNG9KlSxdhTicTExPSp0+PpaVlrNsihBDiyyaxTgghRGJIUYng+/fvcXFxASBt2rTodDpev36tX1+6dGn+/vvvWJd79uxZ8uTJQ9q0aSMs9/DwAODcuXPR7luxYkUuX77MqFGj+Pfff7l16xbff/89p06d+uwdViGEEOJjEuuEEEIkhhTVR9DJyYkHDx4A2p3IrFmzcvz4cRo3bgzAlStXsLCwiHW5jx8/JnPmzJGWhy979OhRtPuOGjWKO3fuMHHiRCZMmACAlZUVGzdujDABsBBCCBETEuuEEEIkhhSVCFauXJk//viDMWPGAFqn90mTJuHj40NYWBgrVqygffv2sS7X398/wusu4cIDrb+/f7T7mpubkydPHpo2bUrjxo0JDQ1lwYIFtG3blj179lCqVKlo9129ejWrV6+Odn1wcDD169ePxZHEz8OHDxOtvsSsK7XXl5qPLbHrS83Hltj1JfaxnTlzJtHqSmgS6xJWar4OUnN9qfnYEru+1HxsiV1fio91KgW5e/eu2rBhgwoICFBKKeXv76+6dOmi7OzslIODg+rQoYN6/fp1rMstUKCAqly5cqTlly9fVoCaN29etPt2795dFS5cWIWGhuqXBQUFqdy5cysPD49Yt+VD9erVi9f+ybm+1HxsiV1faj62xK4vNR9bYteXmo8toUmsS1hyHaTM+lLzsSV2fan52BK7vpR+bCmqj6CTkxNNmjTR39G0sLBg0aJF+Pj48OLFC5YuXRqp70NMZM6cmcePH0daHr4sS5YsUe4XFBTE4sWLqVOnjr5DP4CpqSm1atXi1KlTBAUFxbo9QgghvlwS64QQQiSGFJUIJpQiRYpw48YN3rx5E2H5iRMn9Ouj8vLlS0JCQggNDY20Ljg4mLCwsCjXCSGEEIlNYp0QQogPSSIING3aVN/fIVxgYCBLlizB09OT7NmzA3Dv3j2uXbum3yZjxozY2dmxefPmCHdD/fz8+PPPP8mXL58Mqy2EECJZkFgnhBDiQylqsJiE4unpSbNmzRg2bBjPnj0jV65cLFu2DG9vbxYvXqzfrn379hw6dAilFADGxsYMHDiQkSNHUqpUKdq3b09oaCiLFy/mwYMHrFy5MqkOSQghhIhAYp0QQogPSSL4n+XLlzNq1ChWrFiBj48PhQoVYtu2bZQvX/6T+40YMQJXV1dmzpzJuHHjCAwMpFChQmzYsIEmTZokUuuFEEKIz5NYJ4QQIpwkgv+xsLBgypQpTJkyJdptDh48GOXy1q1b07p16wRqmRBCCGEYEuuEEEKEkz6CyVirVq1SbX2p+dgSu77UfGyJXV9qPrbEri81H5swrNR8rqTmY0vs+lLzsSV2fan52BK7vpR+bDoV3glACCGEEEIIIcQXQZ4ICiGEEEIIIcQXRhJBIYQQQgghhPjCSCIohBBCCCGEEF8YSQSFEEIIIYQQ4gsjiaAQQgghhBBCfGEkEUxmAgMDGTJkCFmyZMHS0hJPT0/27NmTIHWdPHmSXr16UaBAAaytrXFycqJ58+bcuHEjQer72MSJE9HpdLi7uydYHWfOnKF+/frY29tjZWWFu7s7s2bNSpC6bt68ScuWLcmWLRtWVlbky5eP8ePH8/79+3iV6+fnx5gxY6hZsyb29vbodDqWLl0a5bZXr16lZs2a2NjYYG9vT7t27Xj+/LlB6woLC2Pp0qXUr1+f7NmzY21tjbu7OxMmTCAgICDBji1ccHAwbm5u6HQ6pk6dmmD1hYWFMXfuXIoUKYKlpSUODg5UrlyZ8+fPG7yudevWUapUKezs7HBwcKBChQps3749xscVm2s5vudITOsz5HkSl99V8TlPRMJLrFiX1HEOUlesS6g4BxLrPiaxLjKJdZHFO9Ypkay0bNlSmZiYqIEDB6r58+er0qVLKxMTE3XkyBGD19WkSRPl6OioevfurRYuXKi+//57lSlTJmVtba0uXrxo8Po+dP/+fWVlZaWsra1VgQIFEqSOXbt2KTMzM+Xp6ammTZumFixYoIYMGaIGDRpk8Lru3bun7OzslLOzs5o0aZKaP3++6tixowJU/fr141X2nTt3FKCcnJxUxYoVFaCWLFkSabv79++r9OnTq5w5c6qZM2eqiRMnqnTp0qnChQurwMBAg9X19u1bBahSpUqpCRMmqAULFqhOnTopIyMjVbFiRRUWFmbwY/vQzz//rKytrRWgpkyZEuO6Yltfhw4dlImJiercubNauHChmjFjhurQoYPavXu3QeuaNWuWAlSdOnXU3Llz1fTp01XhwoUVoDZu3BijumJ6LRviHIlpfYY8T+Lyuyo+54lIeIkV65IyzimVumJdQsY5pSTWfUxiXWQS6yKLb6yTRDAZOXHiRKT/kf7+/ipnzpyqdOnSBq/v6NGjkS6IGzduKHNzc9WmTRuD1/ehFi1aqMqVK6sKFSokSHB8/fq1ypQpk2rUqJEKDQ01ePkfmzhxogLUpUuXIixv3769AtSrV6/iXHZAQIB6/PixUkqpkydPRvtLtkePHsrS0lLdvXtXv2zPnj0KUPPnzzdYXYGBgero0aOR9h03bpwC1J49e2J4ZDE/tnBPnz5Vtra2avz48XH6pRfT+tauXasAtWnTpliVH5e6cufOrUqWLBkhWLx+/VrZ2NjE+I+rmF7LhjhHYlqfIc+T2P6uiu95IhJWYsa6pIxzSqWuWJeQcU4piXUfklgXNYl1ERki1smrocnIhg0bMDY2plu3bvplFhYWdOnShWPHjnH//n2D1lemTBnMzMwiLMudOzcFChTg6tWrBq3rQ4cPH2bDhg3MmDEjwer4/fffefr0KRMnTsTIyIh3794RFhaWYPW9efMGgEyZMkVYnjlzZoyMjCJ9z7Fhbm6Oo6PjZ7fbuHEjdevWxcnJSb+satWq5MmTh3Xr1hmsLjMzM8qUKRNpeaNGjQBide7E9NjCDR06lLx589K2bdsY7xOX+qZNm4aHhweNGjUiLCyMd+/eJVhdb968IWPGjOh0Ov2ytGnTYmNjg6WlZYzqium1bIhzJKb1GfI8ie3vqvieJyJhJWasS6o4B6kv1iVknAOJdR+SWBc1iXURGSLWSSKYjJw9e5Y8efKQNm3aCMs9PDwAOHfuXIK3QSnF06dPSZ8+fYKUHxoaSu/evenatSsFCxZMkDoA9u7dS9q0aXn48CF58+bFxsaGtGnT0qNHj1i/sx0TFStWBKBLly6cO3eO+/fvs3btWubOnUufPn2wtrY2eJ0fevjwIc+ePaNEiRKR1nl4eHD27NkErR/gyZMnAAl27nh5ebFs2TJmzJgRIZAY2ps3b/Dy8qJkyZIMHz4cW1tbbGxsyJEjR6wCSExVrFiRnTt3Mnv2bLy9vbl27Ro9e/bk9evX9O3bN87lfnwtJ/Q5EtPfHYY6T6KrL7HOExF3SR3rEjrOQeqMdUkd50BinSFJrDNMfdFJKbFOEsFk5PHjx2TOnDnS8vBljx49SvA2rFq1iocPH9KiRYsEKX/evHncvXuX77//PkHKD3fz5k1CQkJo0KABNWrUYOPGjXTu3Jl58+bRqVMng9dXs2ZNvv/+e/bs2UPRokVxcnKiZcuW9O7dm+nTpxu8vo89fvwYINrz59WrVwQGBiZoG3766SfSpk1LrVq1DF62UorevXvTokULSpcubfDyP3Tr1i2UUqxZs4bffvuNn376iVWrVpEhQwZatmzJzp07DVrfrFmzqFixIn369MHV1ZX8+fOzbt069u3bF69j/fhaTuhzJKa/Owx1nkRVX2KeJyLukjrWJXScg9QZ65I6zoHEOkOSWGeY+qKTUmKdSbz2Fgbl7++Publ5pOUWFhb69Qkp/O5M6dKl6dChg8HLf/nyJaNHj2bUqFFkyJDB4OV/yM/Pj/fv3/PNN9/oR05r3LgxQUFBzJ8/n/Hjx5M7d26D1uni4kL58uVp0qQJDg4ObN++nR9++AFHR0d69epl0Lo+Fn5ufO78iWq9Ifzwww/s3buXX3/9FTs7O4OXv3TpUi5evMiGDRsMXvbH/Pz8AO18PX78OJ6engDUr18fV1dXJkyYQM2aNQ1Wn5WVFXnz5iVbtmzUrVuXt2/fMn36dBo3bsyRI0fIlStXrMuM6lpOyHMkpr87DHWeRFdfYp4nIu6SMtYldJyD1B3rkjLOgcQ6Q5JYJ7EOJBFMViwtLaO8SxH+ekdM36GOiydPnlCnTh1sbW31/TcMbeTIkdjb29O7d2+Dl/2x8O+qVatWEZa3bt2a+fPnc+zYMYMGxzVr1tCtWzdu3LhBtmzZAC0Yh4WFMWTIEFq1aoWDg4PB6vtY+PEmxfmzdu1aRo4cSZcuXejRo4fBy3/z5g3Dhg1j0KBBZM+e3eDlfyz8e3J1ddUHRgAbGxvq1avHypUrCQkJwcTEML8+mzVrhomJCX/++ad+WYMGDcidOzcjRoxg7dq1sSovums5oc6RmP7uMNR5El19iX2eiLhLqliXGHEOUm+sS+o4BxLrDEliXeyk1lgnr4YmI5kzZ9Y/0v5Q+LIsWbIkSL2vX7+mVq1a+Pr6snPnzgSp5+bNmyxYsIA+ffrw6NEjvL298fb2JiAggODgYLy9vXn16pXB6gs/ho87tWfMmBEAHx8fg9UF8Ouvv1K0aFF9cAxXv3593r9/n+D9FsJfgYju/LG3t0+QO6R79uyhffv21KlTh3nz5hm8fICpU6cSFBREixYt9OfNgwcPAO3/o7e3N0FBQQarL7pzB7TzJzg4OE4d6qNy+/Ztdu7cSf369SMst7e3p2zZshw9ejRW5X3qWk6IcySmvzsMdZ58qr7EPk9E3CVFrEuMOAepO9YldZwDiXUS6zQS6wx3nkgimIwUKVKEGzdu6EfmCnfixAn9ekMLCAigXr163Lhxg23btuHm5mbwOkDrvBsWFqZ/Nzz858SJE9y4cQNXV1fGjx9vsPqKFy+ur/dD4X1PDP26ztOnTwkNDY20PDg4GICQkBCD1vexrFmzkiFDBk6dOhVpnZeXV4KcOydOnKBRo0aUKFGCdevWGeyu4cfu3buHj48PBQoU0J835cqVA7TXL1xdXbly5YrB6suSJQuOjo6Rzh3Qzh8LCwvSpEljkLqePn0KEO25E5vz5nPXsqHPkZj+7jDUefK5+hL7PBFxl9ixLrHiHKTuWJfUcQ4k1kmsk1hn8PMk1hNOiARz/PjxSPOABAQEqFy5cilPT0+D1xcSEqLq16+vTExM1Pbt2w1e/oeeP3+uNm/eHOmnQIECysnJSW3evFlduHDBYPWdOXNGAap169YRlrdq1UqZmJiohw8fGqwupZSqW7euMjMzU9evX4+wvGHDhsrIyMhg9X1qjp5vvvlGWVpaqnv37umX7d27VwFq7ty5Bq3rypUrysHBQRUoUCDec0d9rr7Tp09HOm/mz5+vANWxY0e1efNm5evra7D6lFKqb9++Cogwoe7z589V2rRpVe3atQ1W17Nnz6KcdPb+/fvKxsZG1axZM0blx/RaNtQ5EtP6DHWexKS+hDpPhOElZqxLzDinVOqOdYkV55SSWCexLmoS6wx/nuiUUiouGatIGM2bN2fz5s3079+fXLlysWzZMry8vNi3bx/ly5c3aF39+vVj5syZ1KtXj+bNm0danxhzcFWsWJEXL15w6dIlg5fdpUsXfvvtN5o3b06FChU4ePAg69evZ9iwYfzwww8Grevw4cNUrlwZBwcHevXqhYODA9u2beOvv/6ia9euLFy4MF7lz5kzB19fXx49esTcuXNp3LgxRYsWBaB3797Y2tpy//59ihYtip2dHX379sXPz48pU6aQLVs2Tp48GeNXIT5Xl5GREQUKFODhw4f88MMPZM2aNcL+OXPmjNUoVjE5to95e3vj6urKlClTGDhwYIzriml9T58+pWjRovj5+TFgwABsbW2ZN28e9+/f59ixYxQuXNhgdX399dcsWrSISpUq0bhxY96+fcuvv/7K48eP2b9/f4yu+5hey4Y6R2JS39u3bw12nsT1d1V8zhORsBIr1iWHOAepI9YldJwDiXUfk1gXkcS6BIh1cU5bRYLw9/dXAwcOVI6Ojsrc3FyVLFlS7dy5M0HqqlChggKi/UkMFSpUUAUKFEiQsoOCgtTYsWOVs7OzMjU1Vbly5VLTp09PkLqUUurEiROqVq1aytHRUZmamqo8efKoiRMnquDg4HiX7ezsHO3/pzt37ui3u3TpkqpevbqysrJSdnZ2qk2bNurJkycGrevOnTufPG86dOiQIMf2ofA2fPhEwdD13bp1SzVq1EilTZtWWVpaqsqVKysvLy+D1xUcHKxmz56tihQpomxsbJSNjY2qVKmS2r9/f4zric21bIhzJCb1GfI8ievvqvicJyJhJVasSw5xLrwdqSHWJWScU0pi3cck1kUksS5q8TlP5ImgEEIIIYQQQnxhZLAYIYQQQgghhPjCSCIohBBCCCGEEF8YSQSFEEIIIYQQ4gsjiaAQQgghhBBCfGEkERRCCCGEEEKIL4wkgkIIIYQQQgjxhZFEUAghhBBCCCG+MJIICiGEEEIIIcQXRhJBIUSsuLi4ULdu3aRuhhBCCJFgJNaJL4EkgkIksbFjx6LT6Xjx4kWU693d3alYsSIAFStWRKfTffZn7NixAISGhrJkyRIqVqyIvb095ubmuLi40KlTJ06dOpVIRyiEEOJLJ7FOiOTHJKkbIISIuREjRtC1a1f955MnTzJr1iyGDx9O/vz59csLFSqEv78/jRs3ZufOnZQvX57hw4djb2+Pt7c369atY9myZdy7d49s2bIlxaEIIYQQUZJYJ0TikERQiBSkWrVqET5bWFgwa9YsqlWrpr+TGq5Xr17s3LmT6dOn069fvwjrxowZw/Tp0xO4tYnj/fv3WFlZJXUzhBBCGIjEusgk1omEIK+GCpEKPXjwgPnz51OtWrVIgRHA2NiYgQMHxusO6d9//42HhwcWFhbkyJGD5cuXR9rm9u3bNGvWDHt7e6ysrChVqhTbt2+PsM3SpUvR6XR4e3tHWH7w4EF0Oh0HDx7UL6tYsSLu7u6cPn2a8uXLY2VlxfDhwwE4deoUNWrUIH369FhaWuLq6krnzp3jfHxCCCGSN4l1EutE/MgTQSFSob/++ouQkBDatWuXIOX/+++/NG3alC5dutChQwd+++03OnbsSPHixSlQoAAAT58+pUyZMrx//54+ffrg4ODAsmXLqF+/Phs2bKBRo0Zxqvvly5fUqlWLli1b0rZtWzJlysSzZ8+oXr06GTJkYOjQodjZ2eHt7c2mTZsMedhCCCGSEYl1EutE/EgiKEQqdPXqVQAKFiyYIOVfv36dw4cPU65cOQCaN29O9uzZWbJkCVOnTgVg8uTJPH36lCNHjlC2bFkAvv76awoVKsSAAQNo0KABRkaxfynhyZMnzJs3j+7du+uXbdmyBR8fH3bv3k2JEiX0yydMmBCfwxRCCJGMSazTSKwTcSWvhgqRCr158waANGnSJEj5bm5u+sAIkCFDBvLmzcvt27f1y3bs2IGHh4c+MALY2NjQrVs3vL29uXLlSpzqNjc3p1OnThGW2dnZAbBt2zaCg4PjVK4QQoiURWKdEPEjiaAQKYBOp4vV9mnTpgXg7du3CdEcnJycIi1Lly4dPj4++s93794lb968kbYLH/Ht7t27cao7a9asmJmZRVhWoUIFmjRpwrhx40ifPj0NGjRgyZIlBAYGxqkOIYQQiU9i3f9JrBOJQRJBIZKYhYUFAP7+/lGuf//+vX6bmMqXLx8AFy9ejF/jomFsbBzlcqVUrMuKLvCHhoZGudzS0jLKMjZs2MCxY8fo1asXDx8+pHPnzhQvXhw/P79Yt0kIIYRhSayTWCeSH0kEhUhizs7OgNYX4WPv37/n/v37+m1iqlatWhgbG7Ny5UqDtDEunJ2dozyma9eu6deDdncVwNfXN8J2cbmLWqpUKSZOnMipU6dYtWoVly9fZs2aNbEuRwghhGFJrJNYJ5IfSQSFSGJVqlTBzMyMuXPnEhYWFmHdggULCAkJoVatWrEqM3v27Hz99dfs3r2b2bNnR1ofFhbGzz//zIMHD+LV9k+pXbs2Xl5eHDt2TL/s3bt3LFiwABcXF9zc3ADImTMnAIcPH9ZvFxoayoIFC2Jcl4+PT6Q7tEWKFAGQV2aEECIZkFgnsU4kPzJqqBBJLGPGjIwePZqRI0dSvnx56tevj5WVFf/88w+rV6+mevXq1KtXL9bl/vzzz9y6dYs+ffqwadMm6tatS7p06bh37x7r16/n2rVrtGzZUr+9TqejQoUKEeYyio+hQ4eyevVqatWqRZ8+fbC3t2fZsmXcuXOHjRs36kdRK1CgAKVKlWLYsGG8evUKe3t71qxZQ0hISIzrWrZsGb/++iuNGjUiZ86cvH37loULF5I2bVpq165tkOMRQggRdxLrJNaJ5EcSQSGSgREjRuDi4sKcOXMYP348ISEhuLq6Mm7cOIYMGRKnoaetrKz466+/WLp0KcuWLeP777/n/fv3ZMmShcqVK7Nq1SqyZs0KoO9bkDlzZoMdU6ZMmfjnn38YMmQIs2fPJiAggEKFCvHnn39Sp06dCNuuWrWK7t27M3nyZOzs7OjSpQuVKlWiWrVqMaqrQoUKeHl5sWbNGp4+fYqtrS0eHh6sWrUKV1dXgx2TEEKIuJNYJ7FOJC86FZcer0KIVGXHjh3UrVuX8+fPJ9h8TEIIIURSklgnRETSR1AIwYEDB2jZsqUERiGEEKmWxDohIpIngkIIIYQQQgjxhZEngkIIIYQQQgjxhZFEUAghhBBCCCG+MJIICiGEEEIIIcQXRhJBIYQQQgghhPjCSCIohBBCCCGEEF8YSQSFEEIIIYQQ4gsjiaAQQgghhBBCfGFMkroB4tNOnTrFtGnTePv2LTqdLqmbI4QQQgghhEgkSinSpEnDgAEDKFGihEHLlgnlk7FXr17RvHlzli9fTpYsWZK6OUIIIYQQQohE9ujRI9q3b8/69etJly6dwcqVRDAZGzx4MPXq1aNcuXJJ3RQhhBBCCCFEEjl8+DDbtm3jp59+MliZ0kcwGbt69Sply5ZN6mYIIYQQQgghklC5cuW4evWqQcuURDCZk36BQgghhBBCfNkSIieQRDAZkyRQCCGEEEIIAYbPDSQRFEIIIYQQQogvjCSCQgghhBBCCPGFkURQiM/Q6XT06tXLYOVVrFgRd3d3g5UnREom15cQUevYsSM2NjYGK2/p0qXodDpOnTplsDKFSKkMHSvGjh2LTqfjxYsXBiszMUgiKFKEwMBAhgwZQpYsWbC0tMTT05M9e/bEqoy1a9dSunRprK2tsbOzo0yZMuzfv98g7fP29kan0zF16tQo1xcvXpxvv/3WIHUJYWjxvb727t1LpUqVSJ8+PXZ2dnh4eLBixQqDtU+uL5ES+fn5MWbMGGrWrIm9vT06nY6lS5cavJ5P/UE7e/ZsbG1tCQ4ONni9QsRHfK+Pffv20blzZ/LkyYOVlRU5cuSga9euPH782KDtdHFxoW7dulGu++6773BzczNofYlNEkGRInTs2JFp06bRpk0bZs6cibGxMbVr1+bvv/+O0f5jx46lVatWZM+enWnTpjFhwgQKFSrEw4cPE7jl8PjxY86ePUudOnUSvC4h4iI+19fWrVupXr06QUFBjB07lokTJ2JpaUn79u2ZPn16grddri+RXL148YLx48dz9epVChcunCRt2L59O9WrV8fU1DRJ6hciOvG9PoYMGcLBgwdp1KgRs2bNomXLlqxbt46iRYvy5MmTBGhxZNu3b0/xscckqRsgxOd4eXmxZs0apkyZwsCBAwFo37497u7uDB48mH/++eeT+x8/fpzx48fz888/079//8RocgR//fUXFhYWVK5cOdHrFuJz4nt9zZkzh8yZM7N//37Mzc0B6N69O/ny5WPp0qUJfs3J9SWSq8yZM/P48WMcHR05deoUJUuWTNT6379/z6FDh5g7d26i1itETMT3+pg2bRply5bFyOj/z7Rq1qxJhQoVmDNnDhMmTDB0kyO4ffs2169fZ968eQlaT0KTJ4Ii2duwYQPGxsZ069ZNv8zCwoIuXbpw7Ngx7t+//8n9Z8yYgaOjI3379kUphZ+fX7zbNGHCBIyMjJg9e/Znt92+fTuVKlXC0tIy2m12796NlZUVrVq1IiQkBAB/f3/69OlD+vTpSZMmDfXr1+fhw4fodDrGjh0b72MQAuJ/fb1584Z06dLpk0AAExMT0qdP/8lz/lPk+hKpgbm5OY6OjgYt89y5c2TIkIGKFSt+Npbt27ePwMBAatWqFe02Pj4+eHh4kC1bNq5fv65fvn79etzc3LCwsMDd3Z3NmzfTsWNHXFxcDHUo4gsX3+ujfPnyEZLA8GX29vZxnnQ9qlgRne3bt2Nra0vZsmWj3ebu3bvkypULd3d3nj59ql/+yy+/kCNHDiwtLfHw8ODIkSNUrFiRihUrxqnd8SFPBFMYpeD9+6RuhWFZWcGnpkU5e/YsefLkIW3atBGWe3h4AFpgzJ49e7T779u3jzJlyjBr1iwmTJjAy5cvcXR0ZMSIEXEapGLkyJH88MMPzJ8/n6+//vqT2wYHB7N3715++OGHaLfZtm0bTZs2pUWLFvz2228YGxsD2ut669ato127dpQqVYpDhw6l+FcQkjOlFO+DUtfFZWVm9dk5h+J7fVWsWJEff/yRUaNG0aFDB3Q6Hb///junTp1i3bp1sW6zXF+p1JcYvAzs5MmT1KhRgxIlSvDHH3989kbLjh07KF68OJkyZYpy/YsXL6hWrRqvXr3i0KFD5MyZE9D+wG3RogUFCxZk0qRJ+Pj40KVLF7JmzWrwYxIapRSh/v5J3QyDMra0TPT5sP38/PDz8yN9+vSx3je6WBGdHTt2UK1aNUxMok6lbt26ReXKlbG3t2fPnj36Ns2dO5devXpRrlw5+vfvj7e3Nw0bNiRdunRky5Yt1u2OL0kEU5j378GAg4glC35+YG0d/frHjx+TOXPmSMvDlz169CjafX18fHjx4gVHjx5l//79jBkzBicnJ5YsWULv3r0xNTWle/fuMW7rwIEDmT59OkuWLKFDhw6f3f7IkSO8efMm2j8wN23aRMuWLenYsSPz5s3T3906c+YM69ato1+/fvp+Vt9++y2dOnXi/PnzMW6viLn3Qe+x6ZW6Li6/OX5Ym3/i4iJ+1xfAqFGjuHPnDhMnTtS/imNlZcXGjRtp0KBBrNor11cq9iUGLwM6evQotWvXply5cmzcuDHCE/jo7Nixg06dOkW57smTJ1StWhV/f38OHz6Ms7Ozft2wYcPImjUrR48e1Y9aWqVKFSpWrBhhO2E4of7+rEvkV4cTWvOTJzGxskrUOmfMmEFQUBAtWrSI1X7RxYrovH//noMHD0b72vW1a9eoUqUKWbNmZdeuXaRLlw6AoKAgRo0aRcmSJdm/f78+iSxUqBAdO3ZMkkRQXg0VyZ6/v3+UQc/CwkK/Pjrhr868fPmSRYsWMXDgQJo3b8727dtxc3OL8TvkSil69erFzJkzWblyZYz+SAUtELu5uUX5Os3q1atp0aIF3bt3Z/78+RF+8ezcuRMg0kiIvXv3jlG9QsRUfK4v0F7vyZMnD02bNmX16tWsXLmSEiVK0LZtW44fPx6jNsj1JUT0Dhw4QI0aNahSpQqbNm2KURJ46dIl7t27F+VNkgcPHlChQgWCg4MjJYGPHj3i4sWLtG/fPsLUFRUqVKBgwYKGOSAhEsDhw4cZN24czZs3j1Wf8U/Fiujs378/2teuL126RIUKFXBxcWHv3r36JBDg1KlTvHz5kq+//jrCk8Q2bdpE2C4xyRPBFMbKSrsJmZp87oaRpaUlgYGBkZYHBATo139qXwBTU1OaNm2qX25kZESLFi0YM2YM9+7dw8nJ6ZNtWL58OX5+fsydO5dWrVp9usEf2L59O/Xq1Yu0/M6dO7Rt25ZmzZpF2Q/q7t27GBkZ4erqGmF5rly5Yly3iB0rMyv85qSui8vK7PN3Y+NzfQH06tWL48ePc+bMGX0Abd68OQUKFKBv376cOHHis22Q6+sL8CUGLwMICAigTp06FC9enHXr1kX7GtrHtm/fTqZMmShRokSkde3atcPExISrV69G6qN19+5dIOprIVeuXJw5cyYORyE+x9jSkuYnTyZ1MwzKOI59xOPi2rVrNGrUCHd3dxYtWhTj/T4XK6Kzfft2SpQoEeVr1/Xq1SNTpkzs2rUr0jyg0V1fJiYmSdb/VhLBFEanS7Q3UZKNzJkzRznNQ/hcMVmyZIl2X3t7eywsLLCzs4v0vnfGjBkB7fXRzyWCX331FefOnWPOnDk0b94ce3v7z7b7zp07XLt2LcpXBzJnzkzmzJnZsWMHp06dijJYi8Sl0+k++xplahSf6ysoKIjFixczePDgCHdRTU1NqVWrFnPmzCEoKAgzM7NPtkGury/Alxi8DMDc3JzatWvzxx9/sHPnzmjnM/vYjh07qFmzZpR9tBo3bszy5cuZOXMmkyZNMnSTRRzodLpEf40ytbh//z7Vq1fH1taWHTt2kCZNmhjvG9dY8anXrps0acKyZctYtWpVrLoeJRV5NVQke0WKFOHGjRu8efMmwvLwJw1FihSJdl8jIyOKFCnC8+fPCQoKirAuvO9ThgwZPtuGXLlysXv3bh49ekTNmjV5+/btZ/f51IhSFhYWbNu2jdy5c1OzZk0uX74cYb2zszNhYWHcuXMnwvJ///33s/UKERvxub5evnxJSEgIoaGhkdYFBwcTFhYW5bqPyfUlRNR0Oh2rVq2iSpUqNGvWjIMHD352H19fX/75559o+8727t2b8ePHM3nyZCZPnhxhXfhrolFdC3J9iOTm5cuXVK9encDAQHbt2hVlf/dP+VysiMqnXrsGmDJlCl26dOHbb7/l999/j7AuuusrJCQEb2/vWLXdUCQRFMle06ZNCQ0NZcGCBfplgYGBLFmyBE9PzwgjGt67d49r165F2L9FixaEhoaybNky/bKAgABWrVqFm5vbJ594fKhQoULs2LGDq1evUq9evc/2ndqxYwfVq1eP9lUeW1tbdu3aRcaMGalWrRq3bt3Sr6tRowYAv/76a4R9YvPqghAxEZ/rK2PGjNjZ2bF58+YIN1r8/Pz4888/yZcvX4ynkJDrS4iomZmZsWnTJkqWLEm9evXw8vL65Pa7d+8GoHr16tFuM2rUKAYOHMiwYcMiPFXPkiUL7u7u+te1wx06dIiLFy/G80iEiJvHjx9z7do1goOD9cvevXtH7dq1efjwITt27CB37txxKvtTsSIqO3bsiPa1a9Bu3ixYsICmTZvSoUMHtm7dql9XokQJHBwcWLhwYYTpKVatWoWPj0+c2h9f8mqoSPY8PT1p1qwZw4YN49mzZ+TKlYtly5bh7e3N4sWLI2zbvn17Dh06hFJKv6x79+4sWrSInj17cuPGDZycnFixYgV3797lzz//jFVbSpUqxR9//EHt2rVp2rQpW7ZswdTUNNJ2/v7+HDhw4LMTjaZPn549e/ZQtmxZqlatyt9//03WrFkpXrw4TZo0YcaMGbx8+VI/vP2NGzcAEn1IZpF6xef6MjY2ZuDAgYwcOZJSpUrRvn17QkNDWbx4MQ8ePGDlypWxaotcXyK1mTNnDr6+vvo3UP78808ePHgAaE/mbG1tY1SOpaUl27Zto3LlytSqVYtDhw7h7u4e5bbbt2+nbNmyny17ypQpvH79mp49e5ImTRratm0LwA8//ECDBg346quv6NSpEz4+PsyZMwd3d3eDzMMrRLiYXh/Dhg1j2bJl3LlzR9+Xrk2bNnh5edG5c2euXr0aYe5AGxsbGjZsGON2RBcrorJ9+3Zq1ar1yThhZGTEypUradiwIc2bN2fHjh1UrlwZMzMzxo4dS+/evalcuTLNmzfH29ubpUuXkjNnzqSJPUokW/Xq1UvqJiQb/v7+auDAgcrR0VGZm5urkiVLqp07d0barkKFCiqq0/rp06eqQ4cOyt7eXpmbmytPT88o948KoHr27Blh2R9//KFMTExUixYtVGhoqLp9+7YC1LRp05RSSm3btk3pdDr19OnTKNtYoECBCMv+/fdflTlzZpU/f371/PlzpZRS7969Uz179lT29vbKxsZGNWzYUF2/fl0BavLkyTFquxAxEd/ra9WqVcrDw0PZ2dkpS0tL5enpqTZs2BCjuuX6EqmZs7OzAqL8uXPnzif37dChg7K2to6w7MWLF8rNzU05OjqqmzdvKqWUKl++vCpUqJBSSqmwsDCVMWNG9dNPP0Uqb8mSJQpQJ0+e1C8LDQ1VrVq1UiYmJmrLli365WvWrFH58uVT5ubmyt3dXW3dulU1adJE5cuXL65fhRCRxPT66NChQ6Rln9rX2dn5s3XHNFY4OTmp+vXrK6WU8vX1VSYmJmrdunWRyhszZowC9PsppdT79+9VhQoVlI2NjTp+/Lh++axZs5Szs7MyNzdXHh4e6ujRo6p48eKqZs2an223oXMDSQSTMUkEU47z588rQC1atEgppVSPHj1UyZIlDV7P2bNnFaBWrlxp8LKFSK7k+hIiekWLFlVly5ZVSil14sQJBajLly8bvJ7ChQurqlWrGrxcIZKzdOnSqbZt2yqllFq7dq0yMTFRvr6+Bq0jNDRU2dvbq65du352W0PnBtJHUAgDOPnfsM9ubm6ANsDGuHHj4lVmVH2kZsyYgZGREeXLl49X2UKkJHJ9CRE1Pz8/rl27pr82QHu188PPsRUcHByh/xLAwYMHOX/+PBUrVoxzuUKkNLdu3cLHx0d/PdnZ2TFr1qwYv9IdlYCAgAjdl0CbQunVq1dJcn1JH0Eh4uHYsWMcOHCAn376ibx58+Lp6QlAt27d4l32Tz/9xOnTp6lUqRImJib89ddf/PXXX3Tr1i3CAB5CpFZyfQkRtadPn7J582ZWrFiBv78/7du3B8DDwwMPD494lf3w4UOqVq1K27ZtyZIlC9euXWPevHk4OjryzTffGKL5QiRrt2/fZseOHcydOxczMzNatmwJfHoAppg6fvw4/fv3p1mzZjg4OHDmzBkWL16Mu7s7zZo1i3f5sSWJoBDxMH/+fNavX0+5cuWYPXt2hLnU4qtMmTLs2bOH77//Hj8/P5ycnBg7diwjRowwWB1CJGdyfQkRtatXr9KrVy9y5crF8uXL+eqrrwxWdrp06ShevDiLFi3i+fPnWFtbU6dOHSZPnoyDg4PB6hEiuTp8+DADBgygQIEC/PHHH7i6uhqsbBcXF7Jnz86sWbN49eoV9vb2tG/fnsmTJ392zt2EoFMfP58UyUb9+vUjDDsrhBBCCCGE+DIZOjeQPoJCCCGEEEII8YWRRDAZk4e1QgghhBBCCDB8biCJYDInyaAQQgghhBBftoTICSQRTMby58/P33//ndTNEEIIIYQQQiShI0eOkD9/foOWKYPFJGOvXr2iefPmLF++nCxZsiR1c4QQQgghhBCJ7NGjR7Rv357169eTLl06g5UriWAyd+rUKaZNm8bbt2/R6XRJ3RwhhBBCCCFEIlFKkSZNGgYMGECJEiUMWrYkgkIIIYQQQgjxhZE+gkIIIYQQQgjxhZFEUAghhBBCCCG+MJIICiGEEEIIIcQXRhJBIYQQQgghhPjCSCIohBBCCCGEEF8YSQSFEEIIIYQQ4gsjiaAQQgghhBBCfGEkERRCCCGEEEKIL4wkgkIIIYQQQgjxhZFEUAghhBBCCCG+MJIICiGEEEIIIcQXRhJBIYQQIpZcXFzQ6XTodDo6duyY1M0RQgghYk0SQSGEEEIIIYT4wkgiKIQQQgghhBBfGEkEhRBCCCGEEOILE+dE8MKFC3zzzTfkz5+fNGnSYGlpiYuLC40bN2bv3r2GbKMQQgiR6AIDAxk3bhw5c+bE3NwcFxcXhg4dyrt375K6aUIIIUS8mcRlp6lTpzJ06FBCQ0MjLL979y53797FycmJqlWrGqSBQgghRGILDQ2lbt26EW5s3r17lx9//JEDBw4QEBCQhK0TQggh4i/WieCWLVsYNGjQ/wswMaFZs2bky5ePx48fs2/fPoM2UAghhEhsc+bMiZAE5syZk+bNm/Py5UuWLFlCcHBwErZOCCGEiL9Yvxo6ceJE/b+NjY05dOgQv//+O6NHj2bu3Llcu3aNfv36GbKNQiQ7Li4u1K1bN6mbEScuLi4y3L0QnzFv3jz9v+3s7PDy8uKHH35g/vz5LF68OAlbJlIiiRkiNbp//z4WFhYcPXrUYGV27NgRFxeXCMt0Oh1jx441WB2JZezYseh0Ov3n4OBgsmfPzq+//pqErYooVong+/fvOX36tP5zvXr1KFOmTMQCjYwi/Q8UIir169fHysqKt2/fRrtNmzZtMDMz4+XLlwar959//mHs2LH4+voarExDev/+PWPHjuXgwYNxLiO5H2O4ly9fMmXKFMqXL0+GDBmws7OjVKlSrF27NsrtAwMDGTJkCFmyZMHS0hJPT0/27NkT5bb//PMPZcuWxcrKCkdHR/r06YOfn1+U2545c4b69etjb2+PlZUV7u7uzJo1K1bHsm/fPjp37kyePHmwsrIiR44cdO3alcePH8e5fSdPnqRXr14UKFAAa2trnJycaN68OTdu3IiyzKtXr1KzZk1sbGywt7enXbt2PH/+PFbHIcDPz49r167pP9erVw97e3v959atW2NqapoUTfuiScyImsQMiRnhEjtmjB8/Hk9PT7766quYH3gy8+jRI8aOHcu5c+cSvC5TU1MGDBjAxIkTk0/3AhULDx48UID+p3///rHZXYgI1qxZowC1bNmyKNe/e/dOWVtbq3r16hm03ilTpihA3blzJ85lODs7qzp16hiuUR94/vy5AtSYMWPiXManjjEgIEAFBQXFvYEG9OeffypTU1PVoEEDNWPGDDVnzhxVqVIlBajRo0dH2r5ly5bKxMREDRw4UM2fP1+VLl1amZiYqCNHjkTY7uzZs8rCwkIVLVpUzZ07V40YMUKZm5urmjVrRipz165dyszMTHl6eqpp06apBQsWqCFDhqhBgwbF6liKFy+uXF1d1eDBg9XChQvVsGHDVJo0aVSmTJnU48eP49S+Jk2aKEdHR9W7d2+1cOFC9f3336tMmTIpa2trdfHixQjb3r9/X6VPn17lzJlTzZw5U02cOFGlS5dOFS5cWAUGBsbqWL509+/fjxDrBg4cGGkbR0dH/foOHTokfiO/QBIzoiYxQ2JGuMSMGc+ePVOmpqbq999/j9Vxf06HDh2Us7NzhGX+/v4qODjYoPWEO3nypALUkiVLDF72mDFj1Meplo+PjzIzM1OLFy82eH1xEatE8N27d0qn0+mDX8OGDROqXeIL8P79e5UmTRpVo0aNKNf//vvvClBr1qwxaL1felBPTm7fvq28vb0jLAsLC1OVK1dW5ubmys/PT7/8xIkTClBTpkzRL/P391c5c+ZUpUuXjlBGrVq1VObMmdXr16/1yxYuXKgAtWvXLv2y169fq0yZMqlGjRqp0NDQeB3LoUOHIpVx6NAhBagRI0bEqX1Hjx6NFJBv3LihzM3NVZs2bSIs79Gjh7K0tFR3797VL9uzZ48C1Pz58+N1bF+aN2/eREgE27VrF2F9SEiIMjU1lUQwkUnMiJrEDIkZ4RIzZkybNk1ZWlqqt2/ffv5gYyGqRDAhJXYiqJRSdevWVeXKlTN4fXERq0RQKaVKlCihD34mJibq+PHjEdaHhYVFukiFiE6HDh2UiYmJevr0aaR1devWVWnSpFHv379XSil169Yt1bRpU5UuXTplaWmpPD091bZt2yLtN2vWLOXm5qYsLS2VnZ2dKl68uFq1apVS6v8X5cc/4cEvODhYjR8/XuXIkUOZmZkpZ2dnNWzYMBUQEBChjqiC+tKlS5WxsXGUTw8+dPLkSVW9enXl4OCgLCwslIuLi+rUqZNSSqk7d+5E2b7wAH/+/HnVoUMH5erqqszNzVWmTJlUp06d1IsXL/Tlf+4YnZ2dI/3hGpPv9sCBAwpQa9euVRMmTFBZs2ZV5ubmqnLlyurmzZufPObYmjVrlgLUhQsX9MsGDRqkjI2NIwRCpZT64YcfFKDu3bunlNICtYmJSaS7s4GBgcrGxkZ16dJFv2zu3LkKUFeuXFFKKeXn5xfv4P4xe3t71bhxY/3n2LQvOsWKFVPFihWLsCxjxoyqWbNmkbbNkyePqlKlShxb/+XKly+f/tpJly6devnypX7d8uXLI1xbkggmHokZEjOiIjHj0xIiZpQvX15VrFgx0vLDhw+rpk2bquzZsyszMzOVLVs21a9fP/11+aHNmzerAgUKKHNzc1WgQAG1adOmKBPBj290RJcsRpV47d69W3311VfK1tZWWVtbqzx58qhhw4Yppf5/jn7882FSePz4cVWjRg2VNm1aZWlpqcqXL6/+/vvvSHUfOXJElShRQpmbm6scOXKoefPmRZsIzpw5U+l0ughxJanEetTQESNG0KhRIwBCQkIoV66cftTQZ8+eceDAAapWrcqMGTNiW7T4ArVp04Zly5axbt06evXqpV/+6tUrdu3aRatWrbC0tOTp06eUKVOG9+/f06dPHxwcHFi2bBn169dnw4YN+nNy4cKF9OnTh6ZNm9K3b18CAgK4cOECJ06coHXr1jRu3JgbN26wevVqpk+fTvr06QHIkCEDAF27dmXZsmU0bdqU7777jhMnTjBp0iSuXr3K5s2boz2OBQsW8M033zB8+HAmTJgQ7XbPnj2jevXqZMiQgaFDh2JnZ4e3tzebNm3St2Pu3Ln06NGDRo0a0bhxYwAKFSoEwJ49e7h9+zadOnXC0dGRy5cvs2DBAi5fvszx48fR6XSfPcaPxfS7DTd58mSMjIwYOHAgr1+/5qeffqJNmzacOHEi+v/RsfTkyRMAfdsBzp49S548eUibNm2EbT08PAA4d+4c2bNn5+LFi4SEhFCiRIkI25mZmVGkSBHOnj2rX7Z3717Spk3Lw4cPadiwITdu3MDa2pp27doxffp0LCws4nUcfn5++Pn5RTiO2LQvKkopnj59SoECBfTLHj58yLNnzyKVCdr3s2PHjngdx5eoW7duDBgwAAAfHx88PDxo0aIFL168YMmSJUncui+XxAyJGVGRmBG9hIgZwcHBnDx5kh49ekRat379et6/f0+PHj1wcHDAy8uL2bNn8+DBA9avX6/fbvfu3TRp0gQ3NzcmTZrEy5cv6dSpE9myZftk3bFx+fJl6tatS6FChRg/fjzm5ub8+++/+sFt8ufPz/jx4xk9ejTdunWjXLlyAPrxT/bv30+tWrUoXrw4Y8aMwcjIiCVLllC5cmWOHDmiP5cuXryov07Hjh1LSEgIY8aMIVOmTFG2q3jx4iil+Oeff5J+EKm4ZI8//fSTMjY2jjKLBlTfvn0NmayKVCwkJERlzpw50msa8+bNi/DKQ79+/RQQ4b3+t2/fKldXV+Xi4qK/I9egQQNVoECBT9YZ3Ssw586dU4Dq2rVrhOUDBw5UgNq/f79+2Yd3d8Pv7Hz//fefPd7NmzcrQJ08eTLabT71mk9Ud9RWr16tAHX48OHPHmN42z+8uxvT7zb8zln+/PkjvHoyc+ZMBUTqfxBXL1++VBkzZoz02kSBAgVU5cqVI21/+fJlBah58+YppZRav359pO8jXLNmzZSjo6P+c6FChZSVlZWysrJSvXv3Vhs3blS9e/dWgGrZsmW8j+X7779XgNq3b59+WWzaF5UVK1YoIEL/gvBXW5YvXx5p+0GDBikg0hMK8WnBwcGqcuXKUca4ggULqvTp08sTwSQgMSMyiRkSMz4lIWLGv//+qwA1e/bsSOuiOucmTZqkdDpdhNdQixQpojJnzqx8fX31y3bv3q0Agz0RnD59ugLU8+fPoz2W6F4NDQsLU7lz51Y1atRQYWFhEY7P1dVVVatWTb+sYcOGysLCIsLxXblyRZ8rfezRo0cKUD/++GO07UossZ4+AmDQoEGcPn2abt26kTdvXqysrDA3Nydr1qzUq1ePOnXqxKVY8QUyNjamZcuWHDt2DG9vb/3y33//nUyZMlGlShUAduzYgYeHB2XLltVvY2NjQ7du3fD29ubKlSuANsz7gwcPOHnyZKzbEn4HLPwpQLjvvvsOgO3bt0fa56effqJv3778+OOPjBw58rN12NnZAbBt27Y4zUNmaWmp/3dAQAAvXrygVKlSgDaKWVzE9LsN16lTJ8zMzPSfw++g3b59O071fygsLIw2bdrg6+vL7NmzI6zz9/fH3Nw80j7hd2D9/f0j/De6bcPXg3b39f3797Rv355Zs2bRuHFjZs2aRffu3VmzZg03b96M87EcPnyYcePG0bx5cypXrhzhOGLavo9du3aNnj17Urp0aTp06BDjMj/cRsSMiYkJ27dvZ/To0bi6umJqakr27Nnp378/R44cwdraOqmb+EWSmBE7EjMkZiREzAgflTddunSR1n14zr17944XL15QpkwZlFL6p5ePHz/m3LlzdOjQAVtbW/321apVw83NLdp6Yyv8+vnjjz8ICwuL1b7nzp3j5s2btG7dmpcvX/LixQtevHjBu3fvqFKlCocPHyYsLIzQ0FB27dpFw4YNcXJy0u+fP39+atSoEWXZ4d/bixcv4nZgBhSnRBCgcOHCzJ8/n2vXrvHu4/OmjQAAmC1JREFU3TsCAgJ48OABW7dupVq1aoZso0jl2rRpA2iBHODBgwccOXKEli1bYmxsDMDdu3fJmzdvpH3z58+vXw8wZMgQbGxs8PDwIHfu3PTs2TPG89vcvXsXIyMjcuXKFWG5o6MjdnZ2+jrCHTp0iCFDhjBkyBAGDRoUozoqVKhAkyZNGDduHOnTp6dBgwYsWbKEwMDAGO3/6tUr+vbtS6ZMmbC0tCRDhgy4uroC8Pr16xiV8bGYfrfhPvxFB///hebj4xOn+j/Uu3dvdu7cyaJFiyhcuHCEdZaWllF+T+FDMIcHn/D/Rrfth0Eq/N+tWrWKsF3r1q0BOHbsGKB970+ePInyJyrXrl2jUaNGuLu7s2jRokjHEdP2fejJkyfUqVMHW1tbNmzYoL82YlLmh9uImLOwsGDcuHHcvn2boKAg7t27x7Rp07C1tcXb2xul9bNn6dKlSd3UL4rEDIkZ4SRmJG3MUEpFWnbv3j06duyIvb09NjY2ZMiQgQoVKgD/P+fCz5HcuXNH2j+qcyuuWrRowVdffUXXrl3JlCkTLVu2ZN26dTFKCsOT+g4dOpAhQ4YIP4sWLSIwMJDXr1/z/Plz/P39Y3Us4d/bh3MMJpU4J4JCGErx4sXJly8fq1evBmD16tUopfTBPjby58/P9evXWbNmDWXLlmXjxo2ULVuWMWPGxLiMmF6YBQoUIG/evKxYsYI7d+7EuOwNGzZw7NgxevXqxcOHD+ncuTPFixePdr6iDzVv3pyFCxfyzTffsGnTJnbv3s3OnTsBYn23K64+DCYfiiogxMa4ceP49ddfmTx5Mu3atYu0PnPmzFHOrxS+LEuWLPrtPlz+8bbh2324z8fv8WfMmBH4/x8qjRs3JnPmzFH+fOz+/ftUr14dW1tbduzYQZo0aSIdR0zbF+7169fUqlULX19fdu7cGWmbz5Vpb28f5Z1fIVIiiRkSM0BiRlTtC5fQMcPBwSHC8YYLDQ2lWrVqbN++nSFDhrBlyxb27Nmjv1lmqHMuumsuNDQ0wmdLS0sOHz7M3r17adeuHRcuXKBFixZUq1Yt0rYfC2/rlClT2LNnT5Q/NjY2cWp/+Pf2YV/QpCKJoEgW2rRpw6VLl7hw4QK///47uXPnpmTJkvr1zs7OXL9+PdJ+4ZM+Ozs765dZW1vTokULlixZwr1796hTp06EyTuj+wXi7OxMWFhYpFc7nj59iq+vb4Q6QLuA9+7di6mpKVWqVOHRo0cxPt5SpUoxceJETp06xapVq7h8+TJr1qz5ZPt8fHzYt28fQ4cOZdy4cTRq1Ihq1aqRI0eOSNvG5i5TbL7bhPLLL78wduxY+vXrx5AhQ6LcpkiRIty4cYM3b95EWB4+4ECRIkUAcHd3x8TEhFOnTkXYLigoiHPnzum3A+0PStA6zn8o/P9l+GAJP//8c7SB4EMvX76kevXqBAYGsmvXriiDfmzaB9rd2Xr16nHjxg22bdsW5WszWbNmJUOGDJHKBPDy8opUphApncQMiRkSM5IuZjg5OWFpaRnphsbFixe5ceMGP//8M0OGDKFBgwZUrVo1UiIafo5E9SptVOfWx9KlS4evr2+k5R8/jQYwMjKiSpUqTJs2jStXrjBx4kT279/PgQMHgOjP/Zw5cwKQNm1aqlatGuWPqakpGTJkwNLSMlbHEv69hT9FT0qSCIpkIfxO7ujRozl37lykO7u1a9fGy8tL/9oFaO+eL1iwABcXF/0vuvD31sOZmZnh5uaGUkrfvyK8b8/Hv0Rq164NEGnE22nTpgFE2fc1W7Zs7N27F39/f6pVqxap/o/5+PhEugsa/gs3/BUNKyurKNsXflf14/2jGqE3umOMSky/24Sydu1a+vTpQ5s2bfTfdVSaNm1KaGgoCxYs0C8LDAxkyZIleHp6kj17dgBsbW2pWrUqK1eu5O3bt/ptV6xYgZ+fH82aNdMva968OQCLFy+OUNeiRYswMTGhYsWKgBb8owsE4d69e0ft2rV5+PAhO3bsiPI1kdi2LzQ0lBYtWnDs2DHWr19P6dKlo/1+mjRpwrZt27h//75+2b59+7hx40aEMoVIDSRmSMyQmJF0McPU1JQSJUpESiSjOueUUsycOTPCdpkzZ6ZIkSIsW7YswivKe/bsidTHNCo5c+bk9evXXLhwQb/s8ePHkUbqffXqVaR9P75+ojv3ixcvTs6cOZk6dWqUT9+fP38OaMdco0YNtmzZwr179/Trr169yq5du6Js/+nTp9HpdJ/8/5NoEn14GiGiUaZMGf0ofB/PMfTkyROVKVMmZWtrq0aNGqWmT5+uihQponQ6ndq0aZN+u2LFiqnatWuriRMnqkWLFqnvvvtOmZubq3r16um38fLyUoCqXbu2Wr58uVq9erV+EtoOHTooQDVv3lz98ssv+s8NGzaM0J6P54S6cOGCsre3V8WLF480Z9GHpk+frnLnzq0GDx6s5s+fr6ZOnary5s2r0qZNq27fvq3fzs3NTTk6OqpffvlFrV69Wj+6Wvny5ZWVlZUaMWKE+vXXX1XDhg1V4cKFI42o9alj/HgEuJh+t+EjwK1fvz7CMYXPY/XhiFvh235uguMTJ04oMzMzlSFDBvXbb7+pFStWRPi5detWhO2bNWumn09p/vz5qkyZMsrExEQdOnQownanT59W5ubmqmjRomru3LlqxIgRysLCQlWvXj1SGzp37hzh/3mzZs0UoJ9nKKYaNGigANW5c+dIx7F58+Y4ta9v374KUPXq1YtU5ooVKyJse+/ePeXg4KBy5sypZs2apX744QeVLl06VbBgQRkxVKRKEjMkZkjMSLqYMXXqVGVubh7h/A0KClI5c+ZU6dOnVxMnTlSzZ89WFStW1J9zH/4//+uvv5SRkZFyd3dX06ZNUyNHjlS2traqQIECnx019MWLF8ra2lrlyJFDzZgxQ/3www8qe/bsqlixYhFG6ezbt68qWrSoGjlypFq4cKGaOHGiypo1q8qWLZt+tNKgoCBlZ2en8ubNqxYtWqRWr16tv7YOHDigLCwslJOTkxozZoxasGCBGjNmjCpfvryqW7euvp7z58/rt5s8ebKaMGGCypQpkypUqFCUo4bWrVtXlS1b9rPfcWKQRFAkG7/88osClIeHR5TrwyewtbOzUxYWFsrDwyPSBLbz589X5cuXVw4ODsrc3FzlzJlTDRo0KFKg/f7771XWrFmVkZFRhCGzg4OD1bhx45Srq6syNTVV2bNnj/HkwCdOnFBp0qRR5cuXj3L4ZKWUOnPmjGrVqpVycnJS5ubmKmPGjKpu3brq1KlTEbb7559/VPHixZWZmVmEX4APHjxQjRo1UnZ2dsrW1lY1a9ZMPwzxxwE0umP81OTAn/puYxPU//zzzwjDc0dnyZIlUQ7PH/7z8XDO/v7+auDAgcrR0VGZm5urkiVLqp07d0ZZ9pEjR1SZMmWUhYWFypAhg+rZs6d68+ZNpO2CgoLU2LFjlbOzszI1NVW5cuVS/2PvvsOiuL4Gjn+XDiIgYFdQFCsi2LCCGmNv0diNNdFoNImJJrEllmhiNBqNscWusffeuyKggr0LKDaUpih95/2DV34xNsBdBpbzeR6euDO795whA4c7M/feadOmvTXv13F2dn7jcbxumuv05Ofj4/PW789/XbhwQWncuLFiZWWl2NnZKd26dVMePHiQ4WMRIieQmvE/UjOkZihK1taMhw8fKiYmJq90MC9duqQ0atRIsba2VhwdHZXPPvtMOXv27Gv//6xfv14pX768Ym5urlSoUCHdC8orSupSE25uboqZmZlStmxZZfny5a8sH7F//36lTZs2SpEiRRQzMzOlSJEiSpcuXZRr16691NbmzZuVChUqKCYmJq/kGRgYqLRr1y7td4Szs7PSsWPHl5b4UBRFOXz4cNrP4NsWlI+OjlbMzMyU+fPnp+O7rH8aRXnP0bpCCPEf3333HStXruTGjRsySYkQQoi3kpqRM/Xt25dr165x9OhRvcVISUnBxMSE8ePHp2vJlezujz/+4LfffuPmzZvZYjZvGSMohNC5gwcPMnr0aCnoQggh3klqRs70008/ERAQkO4lVzLjxcym2WGGzfeVlJTE1KlTGTVqVLboBIJ0BIHUBUJ/+uknmjZtir29PRqNJt3rQu3fv58+ffpQpkwZrKyscHFx4dNPP33tlLxC5BYBAQH069dP7TSEEP8itU5kV1IzciYnJyfi4+OpU6eOXtpft24dAwcORKPR0KBBA73EyEqmpqbcvn2bgQMHqp1KGnk0FAgJCaFkyZI4OTnh4uLCoUOHWLRoEb169XrnZ6tVq0ZkZCQdOnTA1dWVW7duMXPmTKysrAgKCqJQoUL6PwAhhBDiHaTWCSFyEhcXFzQaDaNGjaJ3795qp2OQTNROIDt4sehooUKFOHXq1EtrEb3L1KlTqVu3LkZG/7u52rRpU3x8fJg5cyY///yzPlIWQgghMkRqnRAiJ7l165baKRg8vT0aamxszIoVK964f/Xq1WnrjajN3Nw801czvb29XyqML7bZ29tz+fJlXaQnhBAim5JaJ7VOCCFyKr11BN/1xGlKSgoajUZf4VUVGxtLbGysQQxsFUII8WZS66TWCSFETqXXR0PfVPyePHnC7t27DbZ4/PHHHyQmJtKpU6e3vm/lypWsXLnyjft37tyJg4ODrtN7oydPnmBjY2NwsQw9niEfW1bHM+Rjy+p4WX1sDg4OXLx4Mcvi/ZvUOql12SGWoccz5GPL6niGfGxZHS/H1zpdLko4ZswYxcjIKF1fGo1G+eqrr3QZXicCAgJeu+hleh0+fFgxMTFROnbs+N65FCxY8L3byIhWrVoZZCxDj2fIx5bV8Qz52LI6niEfm9Q6qXXZMZahxzPkY8vqeIZ8bFkdL6cfm07vCNaoUYOBAweiKAqzZs3iww8/pEyZMi+9R6PRkCdPHqpWrUq7du0y1L6iKMybN48FCxZw69YtoqKiXnmPRqMhOTn5vY4js65cucJHH32Em5sb8+fPVyUHIYQQ+iW1TmqdEEIYAp12BJs1a0azZs0AePbsGZ9//jleXl46a/+7775j6tSpeHh40L17d/Lly6eztt/XnTt3aNy4Mba2tuzYsYO8efOqnZIQQgg9kFontU4IIQyB3sYILlq0SOdtLlmyhPbt27NmzRqdt/0+IiIiaNy4MQkJCezfv5/ChQurnZIQQogsILVOCCFETqXXyWJSUlLYvXt32qMtyn9mV9NoNIwePTrd7cXFxdGoUSNdp5lu9+/fJyYmhlKlSmFqagqkXg1u3rw5d+/e5eDBg7i6uqqWnxBCiKwntU4IIUROpLeO4KlTp2jfvj1hYWFvnF47o8Xxgw8+ICAggH79+ukqzTQzZ84kOjqae/fuAbB161bCwsIAGDx4MLa2tgwfPpwlS5YQHBxMiRIlAOjWrRv+/v706dOHy5cvv7SekrW1NW3bttV5rkIIIbIHqXVS64QQIqfSW0dw4MCBxMXFsWnTJurVq4ednd17tzlr1iyaNGnCxIkT6d+/v06nm54yZQqhoaFprzds2MCGDRsA6N69O7a2tq/9XFBQEAALFy5k4cKFL+1zdnaW4iiEEAZMap3UOiGEyKn01hE8d+4cEyZMoFWrVjprs2zZsmi1WkaPHs3o0aOxsLDA2Nj4pfdoNBpiYmIy3HZISMg737N48WIWL16c4c8JIYQwTFLrhBBC5FR66wgWK1bsjY/JZFb79u3fuHCvEEIIkdWk1gkhhMip9NYR/P7775kyZQr9+vXDxsZGJ23+9wqlEEIIoSapdUIIkXVuH7/NzkE7KVi5IA3GN8C2+OsfZxfpo7eO4NOnT7G2tqZ06dJ07tyZ4sWLv/bRliFDhugrBSGEEEKvpNYJIUTWOLvsLFs/3UpKYgoPgh5wcfVFvL72ou4PdbGwtVA7vRxJbx3BoUOHpv175syZr31PZotjWFgYgYGBxMTEoNVqX9nfo0ePDLcphBBCZJTUOiGE0C9Fq3Bg1AGO/XIMgLKtyxIfHU/okVCO/3qcwPmB+IzxoWq/qhibGr+jNfFveusIBgcH67zN+Ph4evbsyfr169FqtWg0mrSxGf8eTyHFUQghRFaQWieEEPqT+CyRjZ9s5MrGKwDUHVGXhuMbggaubb3G3u/2EnE1gp2DduI/w59GkxqBbodtGzS9dQSdnZ113uaIESPYsGEDEyZMoFatWtSvX58lS5ZQuHBh/vjjD+7du8fSpUt1HlcIIYR4Hal1QgihH0/uPmFlq5U8CHyAsZkxrRe0xr27e9r+sq3LUrpZac7MP8Ohnw4RcS2C1R+tpox9GcL8wijmVUzF7HMGI30HuHv3LitXrmT69Olpi9ampKQQGRlJSkpKhtpat24dvXv35vvvv6dixYoAFC1alEaNGrFt2zbs7Oz466+/dH4MQgghxNtIrRNCCN25d+oef1f/mweBD7DKb0XPgz1f6gS+YGxqTPUB1fnyxpfUG1kPEwsT8kbmZUHNBazrvI6o4CgVss859NYRVBSFb775hpIlS9KtWze++eYbrl27BkBsbCwlSpTgzz//zFCb4eHh1KhRAwBLS0sAnj17lra/ffv2aQvjCiGEEPomtU4IIXTr0rpLLPJeROz9WPJXzM9n/p9RvHbxt37G3Machj83ZPD1wTwu/hg0cHH1Rf4q9xe7v91NXGRcFmWfs+itIzh58mSmT5/O0KFD2bt370vrLNna2tKuXTvWr1+foTYLFixIREQEAFZWVuTLl4+rV6+m7X/y5Anx8fG6OQAhhBDiHaTWCSGEbiiKwpGfj7C2w1qS45Jxbe5K3xN9sSthl+42bIrZEOoRSv/A/rg0ciElMYWTU08yo/QMfKf6kpKUsSc0DJ3exgj+/fff9OjRg4kTJ6YVtH9zd3dn586dGWrTy8uLY8eO8f333wPQqlUrJk+eTOHChdFqtUybNo2aNWvqJH8hhBDiXaTWCSHE+0uOT2ZL3y2cX3EeAK+vvWg8pTFGxpm7Z1WociG67+nOzd032TtsL+EXwtnz7R4eX3lMq3mtdJl6jqa3O4J37tyhdu3ab9yfJ08enjx5kqE2v/zyS1xcXEhISABg/Pjx2NnZ8cknn9CzZ09sbW2ZMWPGe+UthBBCpJfUOiGEeD+xD2NZ0mAJ51ecx8jEiJZzW9J0WtNMdwJf0Gg0lG5amv5B/WkxuwUAZ/4+w+1jt3WRtkHQ2x3BAgUKcOfOnTfuP336NE5OThlqs27dutStWzftdfHixbl8+TLnz5/H2NiYcuXKYWKit0MSQgghXiK1TgghMu/huYesbLWSmNsxWOSzoOO6jpRsWFKnMYyMjaj2eTXunb5H4PxAtg/YTr8z/WTNQfR4R7Bdu3bMmTOHW7dupW17sf7Rnj17WLx4MR06dHjvOEZGRlSuXBk3NzcpjEKIXOvxlcf80/wftny6hdiHsWqnk2tIrRNCiMy5tu0aC+ssJOZ2DA5lHPj05Kc67wT+W6NfG2HlaEX4hXBO/nFSb3FyEr11BMeOHUvhwoXx8PCgR48eaDQaJk2aRN26dWnWrBnu7u6MGDEiw+0+efKEX3/9lSZNmuDp6Ym/vz8AkZGRTJ06lRs3buj6UIQQIttSFIWAWQHMrTKXGztvELggkL/K/cWpuadQtLKqrr5JrRNCiIy7G3CXVW1XkRibSMmGJel7si8OZRz0GtPKwYoPJ38IwOExh4kOjdZrvJxAbx1BW1tbTp48yXfffcfdu3exsLDg8OHDREdH89NPP3H06FGsrKwy1GZYWBienp78+OOPhIWFce7cOWJjU69829vbM3fu3AxP0y2EEDlV7INYVrRYwY4vdpAcl4xLIxcKeRYiPjqe7Z9vZ2GdhTw4+0DtNA2a1DohhMiYlMQUtvTdgpKiUO6jcnTb1Q3LfJZZErtyz8o4ezuT9DyJXV/uypKY2Zleny+xtLRk1KhRjBo1SiftDRs2jKdPnxIUFESBAgUoUKDAS/vbtm3Ltm3bdBJLCCGysyubr7D10608f/wcY3NjPvztQ2oMqoGiTb1DeGDUAcJOhjGv6jy8vvKi/pj6aqdssKTWCSFE+h379Rjh58OxcrSi1bxWWTpWT6PR0GJ2C+ZUnsPVLVe5svkK5dqUy7L42Y3e7gjqw549e/jyyy+pUKFC2hiMf3NxcXnroH0hhMjpEmMT2dpvK6vbrub54+cUrFyQfqf74fWlFxojDUYmRnh96cUXl7+gQocKKCkKJ6eeZFaFWdjdt3tpnTuRPUmtE0IYqvCL4Rz5+QgAzf5shpVjxp6Y0IX8FfJTa2gtAHZ9uYvEZ4lZnkN2obM7gn369EGj0TBv3jyMjY3p06fPOz+j0WhYsGBBumPExcWRP3/+N+5/+vRputsSQoicJswvjI3dNxJ5IxI0UHtobRqMb4CJ+au/ym2K2tBhTQeu77zOji92EB0cTamwUqxqvYpmfzbL0AK94n+k1gkhROZoU7Rs6bsFbZKWsq3LUrFTRdVy8Rntw8VVF4kOiebwuMN8OOlD1XJRk846ggcOHMDIyAitVouxsTEHDhx47ZXMf3vX/v+qUKECR44coX///q/dv2nTJjw9PTPUphBCZHfaZC1HJx7l8LjDKCkKNsVsaLu0LSUbvHt2Nddmrgy8OJCjE45yeOJhrm27xq39t/D50Yda39TC2Eymz84IqXVCCJE5/n/6c9fvLuY25jSf1TzDvxt1ydTKlGYzm7Gy5UpOTj2Je3d3ClYqqFo+atFZRzAkJOStr3Xh66+/pmfPnri7u6dNx63Varlx4wZjx47F19eX9evX6zyuEEKoJfJmJBu7byTsZBgAbp3daD6reYYG1ptamtLw54bMOT6HFrQg5FAI+4fv59yyc7SY3QJnb2d9pW9wpNYJIUTGRd2K4sDIAwB8OOVDbIraqJwRlGlRhnIflePKxitsH7Cd3kd6ozFSr3Oqhhy1GFH37t0JDQ1l1KhRjBw5EoCmTZuiKApGRkZMnDiRtm3bqpukEELogKIoBC0KYueXO0l6loS5jTktZregUtdKmW4zPm88PTb34Nzyc+z5dg+PLj1isc9iPHp58OGUD7FyyPqxGuJVUuuEEAZFga39tpL0PIkSDUpQ5dMqameUpun0ptzcc5M7x+8QtDgIzz6562mLHNURBBg5ciSffPIJ69ev58aNG2i1WkqVKkW7du1wcXFROz0hhHhvzx8/Z2u/rVzZeAUAZ29n2i5ti52z3Xu3rdFoqPxJZcq0KMO+4fs4M+8MQYuDeHzlMb2P9cbIOEfNIWawpNYJIQyFwx0Hgs8GY2JpQqt5rVR9JPS/bIvbUn9sffYO3cveYXsp27qsKhPYqEVnHUEjI6NM/Y9NSUnJ8GecnJwYMmRIhj8nhBDZXXx0PH/X+Jvo4GiMTI1o+HNDan1bS+cdNEt7S1rNbYVHTw+WN11O2MkwAmYF4DXYS6dxDI3UOiGESL+n955S7GIxABqMb4B9aXuVM3qV15denFt6jofnHrL3+720WdBG7ZSyjM46gj/++OMrxXHjxo1cvHiRJk2aULZsWQCuXLnCnj17cHNze69HW7RaLTExMa+dCt3ePvudZEIIkR67vt5FdHA0tk62dNrYicJVCus1XvHaxWn0ayN2fLGDAyMOUK5tOWyL2+o1Zk4mtU4IIdJHURR2fLEDk2QTilQvQs2vaqqd0msZmxrTYk4LFtZeSNDCIDx6eeBcL3eMnddZR3DMmDEvvZ43bx7h4eFcuHAhrTC+cPnyZRo2bEiRIkUyFCMpKYlJkyaxcOFC7ty5g1arfe37MnPlVQgh1HZl8xXOLjkLGmi3op3eO4EvVPu8Guf/Oc+dE3fY8cUOOm/unK0e3clOpNYJIUT6XFp3iSubrqBoFFovaI2RSfYdelC8VnGqfFaFM3+fYfuA7fQP7J+lC92rRW9jBCdPnsygQYNeKYwA5cuXZ9CgQfz222989tln6W6zf//+LFmyhJo1a9K2bVtsbeWqtRDCMDx//Jxt/bYBqesDOtVxyrLYGiMNLee1ZK7nXK5tvcbl9Zep8HGFLIufk0mtE0KIVz2PeM7OQTsBuO96P0cszdDo10Zc2XiFRxcfcXLaSep8V0ftlPRObx3BsLAwTE1N37jf1NSUsLCwDLW5du1aPvnkExYvXvye2QkhRPahKArbB2znWfgz8lfMT4NxDbI8hwIVC1D3h7ocGX+EnYN34tLIBQs7iyzPI6eRWieEEK/a882e1JpWIT9nSpxRO510sbS3pPHvjdnUcxOHxx6mYqeKOpmkLTvT2z1aNzc3Zs2axd27d1/ZFxYWxqxZs6hUKWPToFtZWVGzZvZ8vlgIITLr4uqLXFp3CSMTI9ouaYuJhToTOtcbUQ+HMg7EPohl7/d7Vckhp5FaJ4QQL7ux6wZnl6YOc2i9oDWK8atjnLMr90/ccfZxJul5Eru+3KV2Onqnt47gtGnTCA8Pp0yZMnTv3p0xY8YwZswYunXrRtmyZQkPD2fq1KkZarNLly5s27ZNTxkLIUTWe3rvKdsHbgeg3qh6FKmasfFkumRiYULLeS0BODPvDKFHQ1XLJaeQWieEEP+T8DSBbf1Tf3/V/LomxWoWUzmjjNFoNLSY3QIjUyOubrnKlc1X1E5Jr/R22blu3br4+fkxevRoNm7cSFxcHACWlpY0adKEsWPHZvgq6W+//UafPn1o2bIlffr0oXjx4hgbvzqQs0qV7LNQpRBCvJECWz/bSnxUPIWrFKbeiHpqZ0QJnxJ4fupJ4PxAtvXbRv+g/piY57glZ7OM1DohhPif/SP2E3M7BruSdjQYn/XDHHQhf/n81B5am2O/HEsdKvGBC2bWZmqnpRd6re5ubm5s3LgRrVbLo0ePAMifPz9GRpm7EZmQkIBWq2Xnzp3s3Lnzlf2KoqDRaGQmNSFEjuBwx4HrZ69jbGZM26Vts80MZR/+9iHXtl7j8ZXHHPvlGPXH1Fc7pWxNap0QQsDtY7cJ+CsAgFZ/t8IsT87tPHmP8ubCygtEh0RzeNxhPvztQ7VT0ossucxrZGREwYLvP1tQnz592LhxI507d8bLy0tmUhNC5FjRIdEUv1AcgAY/N6BAxQIqZ/Q/lvksaTajGes6rePoxKNU7FSR/OXzq51Wtie1TgiRWyXHJ7Pl0y2ggGdfT1w+cFE7pfdiamVK87+as6LFCnyn+lK5R2UKuGWfOq0reu8IHj9+nDNnzhATE/PKWkgajYbRo0enu63du3czePBgpk2bpus0hRAiyyhahc19NmOcYkzxOsWp9U0ttVN6RYUOFXBd6sr17dfZ+tlWeh/pjcZI1hZ8E6l1Qojc7PD4w0RcjcC6sDWNpzRWOx2dcG3uSrmPynFl4xVOTD5B2yVt1U5J5/TWEYyMjKRFixb4+/unPcaiKKmzBr34d0aLo42NDaVLl9ZXykIIkSX8//In5GAIKcYptF3cFiPj7LfIrkajocWsFvxV4S/uHL/D6b9PU61/NbXTynak1gkhcrv7gfc5Puk4AC1mtTCopYfq/lCXKxuvcGH1BRr/3hgrRyu1U9Ipvf31MWzYMM6dO8eKFSu4desWiqKwe/durl27xueff46Hhwf37t3LUJufffYZK1eulHERQogcK+JaBPu+3wfA3Qp3sS9tr3JGb2brZEvDCQ0B2PfdPp7ee6pyRtmP1DohRG6W+CyRzb03o6QoVOhQgXJty6mdkk4VqV6EwlULk5KQQuDCQLXT0Tm93RHcsWMH/fv3p1OnTkRERACp4ydKly7NX3/9Rbt27fj6669ZuXJlutusUKECmzdvpkqVKvTs2fONM6m1a9dOZ8chhBC6ok3WsqnnJpLjknFp5MJpi9Nqp/RONQbV4Pw/57kXcI+dX+6k47qOaqeUrUitE0LkVtoULRu6beDh2YdYOVrR7M9maqekcxqNhupfVGdLny2cmnOKWt/WypZP8WSW3jqC0dHRVKxYEQBra2sAYmNj0/Y3btyYESNGZKjNTp06pf176NChr32PzKQmhMiuTkw5QdjJMMxtzGm9sDVrv1irdkrvZGRsRKu/WzGv6jwur7/Mlc1XKNfGsK74vg+pdUKI3GrPt3u4uvkqxubGdN7cGeuC1mqnpBdundzY8+0eooOjubHrBmValFE7JZ3RW0ewSJEiPHjwAABzc3MKFCjA2bNnadOmDQB3795Fo8nYxAMHDx7UeZ5CCJEVHp5/yMEfU3+HNZ3RFNviOWcmyEKVC1F7aG2OTzrOji92ULJBScxtzNVOK1uQWieEyI1OTj+J33Q/AD5a9hHFaxdXOSP9MbUyxaO3ByennuTUrFPSEUwPb29v9u7dy8iRI4HUK5y//fYbxsbGaLVa/vjjD5o0aZKhNn18fPSRKrGxsUyePBk/Pz/8/f2Jiopi0aJF9OrV652fvX//PtOnT8fPz49Tp04RGxvLwYMHqV+/vl5yFULkPCmJKWzqsQltkpayrctSuUdltVPKMJ8ffbi09hJRt6LYP3I/zf9srnZK2YLUuvp6yVUIkX1d2XyF3UN2A9BoUiMqdqiockb6V31AdU5OPcn1ndeJuhVFPpd8aqekE3p7yPWbb76hdevWJCQkADBmzBhq1qzJ6NGj+emnn6hatSp//vmnvsJnyOPHjxk3bhyXL1+mcuWM/YF29epVJk2axN27d6lUqZKeMhRC5GRHfj7Cg6AHWDpY0nJuywzfIcoOTK1MaTm3JQABfwVwx/eOyhllD1LrhBC5yd2Au6zvsh4UqNq/KrWH1VY7pSxhX9qeUk1KgQKn5pxSOx2d0dsdwUqVKr1ULPLly8e+ffuIjo7G2NiYvHnz6it0hhUuXJj79+9TqFAhTp06RfXq1dP92apVqxIREYG9vT3r1q2jQ4cOesxUCJHT3A24y9GJRwFoMbsF1oVy7hgKl0YuVO5RmbNLz7Kt3zb6ne6Hsdmrk5jkJlLrhBC5RVRwFCtbriQ5LpnSTUvTfGbzHHlhM7Oqf1Gdm7tvErggkPpj62Nqaap2Su9NL3cEnz9/TtWqVZkzZ84r++zs7LJVYYTUcR2FChXK1Gfz5s2LvX32nf5dCKGepLgkNvXchJKi4NbZzSAen3mxjlL4hXBOTDmhdjqqklonhMgt4qLiWNFiBc/Cn1GwckE+XvMxRiaGM3tmerg2d8XWyZa4yDgurrmodjo6oZf/g1ZWVgQHB+eqqwRCCPFf+4fv5/Hlx1gXsqb5X4Yxps7K0Yom01LHvB0ed5iIaxEqZ6QeqXVCiNwgJTGFNe3W8PjyY/IWzUvX7V0xz5v7JgwzMjai6udVATg1yzAeD9Xbo6FNmzZl9+7d9O/fX18hcryVK1e+dW2pqKgoWrdunWX5+Pv7Z1m8rIxl6PEM+diyOp4uYzmGOOJ83hmAQKdAOvXq9Mp7cuz3UgFXR1dsHtswrv44gqsF6y9WNie17t2k1hnmsWV1PEM+tqyOl6FYCpQIKoFDmAMpJin4lfbj0IBD+ounA/qMZ5JgQiWjStz1v0tn7874X8vhtU7Rk0uXLikVK1ZUunfvrhw9elQJCwtTIiIiXvl6H9HR0UpycrKOMk4VEBCgAMqiRYsy/Nm1a9cqgHLw4EGd5FKwYEGdtJNerVq1MshYhh7PkI8tq+PpKtbljZeVsUZjlTGMUQ6NO6T3eOmly3gPzj1QxjBGGWs0Vom8FanXWOmR1fFekFr3/qTWSbzsFsvQ42Uk1sGfDqb+rjceq1zfdV3v8XRB3/HWd1uvjGGMsqn3phx/bHp7uLdixYpcunSJf/75Bx8fH5ycnMifP/8rXxl16tQpmjZtipWVFQ4ODhw+fBhInQ2tTZs2HDp0SMdHIoQQ6XfnxB3Wd1mPolWo8lkVvEd5q52SXhSsVBCXD11QtEraWlK5kdQ6IYShCloSxOGxqb97WsxuQekmpVXOKHuo/kXqRFsXVl7AODFnT5imt0dDf/zxR52Pmzhx4gQNGzakaNGidO/enfnz56ftc3R0JCYmhrlz58q6RkIIVTy++piVrVaSHJ9MmZZlaDGrhUGPH6v1bS1u7b2VOoPamPpY2FmonVKWk1onhDBEt/bfYuunWwGoO7wuVT+rqnJG2UexmsUo5FGIB0EPcLjjoHY670VvHcExY8bovM0RI0ZQvnx5Tp48ydOnT18qjgANGjRgyZIlOo8rhBDvEvsgln+a/kNcZBxFaxSl/ar2Bj+jWqnGpSjgVoDwC+GcnneaOt/VUTulLCe1TghhaMIvhrOm/Rq0yVrcOrvR8OeGaqeUrWg0GqoNrMa2ftvIH5IfRaugMcqZF31z1F8pAQEB9O7dG3Nz89degS1atCgPHjzQW/z79+9z5coVkpKS9BZDCJHzJDxN4J/m/xAdEo19aXu6bOuCWR4ztdPSO41GQ81vagLgN8OPlMQUlTMyDFLrhBBqiX0Qy4rmK0iIScCprhNtFrXJsZ0cfarUtRLmtuZYPLfg5p6baqeTaXq7Izhu3Li37tdoNFhYWFCsWDG8vb0pWrToO9s0NTVFq9W+cf/du3exts7cYs0zZ84kOjqae/fuAbB161bCwsIAGDx4MLa2tgwfPpwlS5YQHBxMiRIl0j77888/A3DxYuqaIsuWLePYsWMAjBo1KlP5CCFyhpSkFNZ+vJYHgQ/IUyAP3XZ1I0/+PGqnlWUqda3EgREHeHr3KRfXXMS9u7vaKWUpqXVS64QwFInPElnRcgUxt2Owd7Wn06ZOmFjorauQo5nlMcOjlwd+0/0ImBVA6aY5c/ykXh8NfXElU1GUl/b9d7uxsTGfffYZM2fOxMjozTcpa9asybp16/j6669f2ffs2TMWLVqEj49PpvKdMmUKoaGhaa83bNjAhg0bAOjevTu2trZv/Ozo0aNfer1w4cK0f0txFMJwKYrC1k+3cnPPTUzzmNJ1e1fsS+WuRbdNzE2oPqg6B0cdxPd3Xyp1q2TQ4yL/S2pdKql1QuRsoUdD2Tt0L/dP38fK0YpuO7ph5WCldlrZWrUB1fCb7se1bdeIDonGroSd2illmN4eDQ0LC8Pd3Z2ePXty+vRpYmJiiImJ4dSpU/To0QMPDw+uXbvGmTNn6NatG3PnzmXixIlvbXPs2LGcOnWKFi1asHPnTgDOnj3L/PnzqVq1Ko8ePXqlUKVXSEgIiqK89uvFFdHFixe/9PqFN33uv38UCCEMy4FRBzi79CwaYw0d1nagSLUiaqekimqfV8PE0oQHQQ8IORiidjpZSmqd1DohcrIHQQ9Y0WIFi70Xc9f/LqZ5TOm8pTP2pXPXRc3McCzryBPHJ6DAqbk5c4F5vXUEBw4cSLly5Vi4cCGenp7kzZuXvHnzUqVKFRYtWoSrqys//PADHh4eLF68mCZNmrB06dK3tunl5cWOHTu4ceMGPXr0AODbb7+lX79+pKSksGPHDtzdc9djSUIIdQTMDuDYxNTH4lrNa4VrM1eVM1KPlYMVHr09APD93VfdZLKY1DohRE4UeSOS9V3WM9dzLtd3XEdjrKFq/6oMujqI4rWKq51ejvGoxCMAAucHkpyQrHI2Gae3R0MPHDjAb7/99sb9Pj4+/PDDD2mvmzdvztChQ9/ZbsOGDbl69SpBQUFcv34drVZLqVKlqFq1aq56HEkIoZ4rm6+wc1DqnZr6Y+vj2cdT3YSygVpDanFq9imu77jOo8uP1E4ny0itE0LkJE/vPcXpnBN/lf8LbXLqWGS3Lm40GNdA7gJmQnTBaGyK2fAk7AmX1l7KcePk9dYRNDc3x8/Pj88///y1+0+ePImZ2f9m1UtOTs7Q4HcPDw88PDzeN00hhMiQO753WN/5XwvGjzbMBeMzyr60PeXalOPKpiucnHZS7XSyjNQ6IUROEBcZx7Ffj+H/pz/54/OjRYtrc1caTmhIIY9CaqeXcxlB1f5VOTj6IAGzAqQj+EKXLl3466+/cHBwYMCAAZQsWRKA4OBgZs2axfLly/niiy/S3n/w4EEqVKiQrrYvXbrErVu3iIqKeu3YhBeP0gghhC49vvqYlS1zz4LxGVXr21pc2XSFs0vPYuKTO2aak1onhMjOEmMTOTn9JCcmnyAhJgGA2HyxDNo8COd6zipnZxiqfFqFw+MOE+Ybxv3A+xT2LKx2Summt0r922+/8fDhQ6ZOncq0adPSZkjTarUoikL79u3THqeJj4+natWq1K5d+61t3rx5k+7du+Pv7//GwekajUaKoxBC53LjgvEZVbxOcYrWKMpd/7vkD8mvdjpZQmqdECI7Sk5I5vS80xz9+SjPwp8BUNC9IA0nNmTonKHSCdQh60LWVGhfgQurLhAwK4DWf7dWO6V001tH0MLCgtWrV/PDDz+wa9eutOmqnZ2dadKkCVWqVHnpvT/++OM72+zfvz/nz5/njz/+oF69euTLl09f6QshRJqEpwmsaLEi1y0Yn1EajYZa39ZiXad15A/JT1JcEqaWpmqnpVdS64QQ2c3ljZfZ880eokOiAcjnko8G4xvg1tktdXH4uermZ4iqDazGhVUXOP/PeRpPboyFnYXaKaWL3p/d8fT0xNNTNxMpHD9+nBEjRjB48GCdtCeEEG/z5O4TTs87zem5p3n28BlW+a1y3YLxGVW+XXlsnW2JCY3h3LJzVO1XVe2UsoTUOiGE2p5HPGfn4J1cWHkBAOvC1vj86INnX0+MTY1Vzs6wOdV1okClAoSfDydocRA1v66pdkrpkqOea3J0dHzrYrdCCPG+FEUh9Egoazuu5Q/nPzgy7gjPHj4jb9G8dNvRLdctGJ9RRiZGeH3lBYDvVF8Urawxl1FS64QQGXVl8xVmVZzFhZUX0BhpqDu8Ll/e+JJqn1eTTmAW0Gg0VB9YHYCAWQE5pvblqI7g559/zvLly0lJSVE7FSGEgUl8lohjqCNzKs9hsc9iLq29hJKi4FTPiY9Xf8xXwV/l2gXjM6pK3yqkmKQQcTWC6zuuq51OjiO1TgiRXnGRcWzovoHVbVfz7OEzHMs70te3Lx9M/ABTK8N+ND+7qdStEmZ5zYi8Hsmt/bfUTiddsvW0bhs2bHjpddmyZUlJSaFy5cr06dOH4sWLY2z86lWOdu3aZVWKQogcLvJGJAGzAghcGIhzjDPhhGNiaYL7J+7U+KIGBd0Lqp1ijmNuY84j50cUulkI3999KdOyjNopZWtS64QQmXF161W29dtG7INYNEYaag+rTf0x9TGxyNZ/3hss87zmVO5ZmYCZAZyadYpSH5ZSO6V3ytZnyscff4xGo0mbNe3f/37TgrwajUauogoh3krRKtzYdQP/mf7c2HkjbXu8VTytf26NRy8PLPNZqphhzhdeMpwioUUIORTC/TP3KVwl50ynndWk1gkhMiIuKo7dX+/m7NKzADiUdaDt4rYUq1lM5cxE9QHVCZgZwNUtV4m5HYOtU/Z+zD9bdwQPHjyodgpCCAOS8DSBM3+fIWBWAFE3o9K2uzZ3pfqg6nw761t+GfKLihkajiTLJCp2rMj5Fefx/d2Xdv/I3as3kVonhEiv6zuus/WzrTy99xQ0qeu3NhjXwOBnaM4p8lfIT4kGJQg5GMLpeadp+HNDtVN6q2zdEfTx8VE7BSGEAUh8loj/TH9O/HaCuMg4ACzsLPDo40H1AdWxL/3/E8DMVjFJA1Tr21qcX3GeC6sv8MGvH2BbPHtfGVWL1DohxLvER8ez+5vdBC0KAsDe1Z62i9tSvHZxdRMTr6g+sDohB0M48/cZfH70wdgs+07Wo8pkMREREYwbN47x48dn6HMuLi5s2bLljfu3bduGi4vL+6YnhDAQSXFJ+E7zZYbLDPb/sJ+4yDgcyjjQcl5LhoQNocnvTf7XCRQ6V7hKYUrUL4GSouA3w0/tdLKc1DohhC7c2HWDWW6zUjuBGqg5pCafB30uncBsqmybsuQtkpdn4c+4sPqC2um8lSp3BB8/fsyYMWPQaDSMHj063Z8LCQkhNjb2jftjY2PTFvMVQuReyQnJnPn7DEcnHiX2furvjHwu+fD5yYdKXSthZJKjJkzO0Wp9W4uQQyGcmXcGn9E+mNuYq51SlpFaJ4R4HwlPE9j9zW4C5wcCYF/anjaL2uBU10nlzMTbGJsaU/2L6hwYeYATk0/g3t0djUajdlqvpUpH0MnJKdNjIt72jQwICMDOzi6TWQkhcrqUxBQCFwVy9OejPAl7AoCtsy3eo72p3KOyrKWkAtfmrjiUdSDiagRnFpyh1pBaaqeUZaTWCSEyK/JmJKvarOLRxUcAeH3lJUtC5CDVBlTj6MSjhJ8P5+aem5RuUlrtlF5LlY6gpaVlusdETJ8+nenTpwOphfHrr79m5MiRr7wvJiaG6OhounbtqtNchRDZnzZZy9mlZzky/gjRIdEA5C2al3oj61Glb5Vs/Xy+odMYaaj1TS229d+G33Q/vAZ75Zo7slLrhBCZcXPvTdZ1Wkd8VDzWha1pv7I9JXxKqJ2WyADLfJZU+bQKftP9ODH5RO7rCPbp04f+/fvj5eX12v3+/v7MmTOHhQsXvrWdAgUKULFiRSD1cZmiRYtStGjRl96j0WjIkycPVatWZeDAgbo5ACFEtqdN0XJh5QUOjz1M5I1IAPIUzEO9EfWo2q+qrKWUTbh/4s6BUQeICY3h0vpLuHVyUzslnZFaJ4TQFUVROPnHSfYO3YuiVSjqVZROGzqRt0hetVMTmVBzSE38Z/oTvD842y6jpLe/khYvXkyjRo3eWByDg4NZsmTJO4tjly5d6NKlCwANGjRg1KhRfPDBBzrPVwiRcyiKwqW1lzj00yEeX3kMgJWjFXV+qEP1AdXl0ZlsxtTSlOoDq3N47GF8f/elYseK2Xa8REZJrRNC6IImRcOmnps4t+wcAB69PGgxu4Vc0MzB7JztqNixIhdWXuDElBO0X9Fe7ZReodrZde/ePSwtM7Zgs6y1JIR4Fv6MzX02c337dQAs8llQ57s61BhUAzNrM5WzE29SfWB1jv16jHsB97hz/E6umexAap0Q4l2ehD2h7PGynIs5h8ZYQ5OpTagxuIbBXDDLzWoPq82FlRe4uOYiH/zyAXbOdmqn9BKddgQ3b97M5s2b017PmzePffv2vfK+6Oho9u3bR/Xq1XUZXghh4K7vuM7m3pt5Fv4MY3Nj6g6vS60htXLVTJQ5VZ4CeajcozJn/j6D7+++ObojKLVOCKErd07cYXW71eSJyYOlvSUd1nagZMOSaqcldKSwZ2FKflCS4P3BnJx2kqZ/NFU7pZfotCN46dIl1q5dC6SOZfDz8+P06dMvvefFGAdvb2+mTp2qy/BCCAOVFJfE3mF7CfgrAIACbgVot6IdBSsVVDkzkRG1vqnFmb/PcGXzFSKuR+Dg6qB2SpkitU4IoQtn5p9h+8DtaJO0PLd5zpenviRfyXxqpyV0rPaw2gTvD+bM/DP4/OSDZb6MPSWiTzqdum348OE8ffqUp0+foigKCxYsSHv94uvJkyfcv3+fbdu2UaZMGV2GF0IYIMsYS/6u9ndaJ9DrKy8+C/hMOoE5kGM5R1xbuIICR8YfUTudTJNaJ4R4HylJKewYtIOtn21Fm6SlfPvyXK1zVTqBBqpU41IUdC9I0rMkTs0+pXY6L9HbHN5arVamtxZCZJqiVTgx5QTljpXj0aVHWBeyptuubjT9o6kMns/B6o+pD8C55ed4eP6husnogNQ6IURGPHv0jGUfLku7uNlgfAM6rO2A1kSrcmZCXzQaDbWGpq6h6zfDj+T4ZJUz+h+9L+YUHBzMrFmz+P777/n++++ZNWsWwcHB6fpslSpV2LVrV9rrpUuXEhISoqdMhRDZxZO7T1jWeBl7h+3FSGtE2TZlGXB+QLZdh0ekX5FqRajQoQIocGDEAbXT0RmpdUKId3kQ9IC/q/1N6OFQzPKa0XlzZ7xHecukMLmAW2c3bIrZ8OzhM84tP6d2Omn0eln922+/Zfr06Wi1L1/lMDIy4uuvv2bKlClv/fy5c+d4/Phx2uvevXuzbNkySpQooY90hRDZwKX1l9j62Vbio+IxtTLlRukb/LjxRymUBqThzw25vOEy17Zd4/ax2zl64hiQWieEeLcLqy+wufdmkuOSsXe1p/PmzuQvn1/ttEQWMTY1xutrL/YO3cuJKSfw7OOJxkj9v2v0dkfw999/Z9q0abRr1w5fX1+io6OJjo7G19eXjz/+mGnTpjFt2rS3tuHs7My+fftISUkBUtcOkz8GhTBMibGJbO67mbUfryU+Kp7CVQvTP7A/j50fy8+9gXEo44BnX08A9v2wD0VRVM4o86TWCSHe5fzK86zvvJ7kuGRKNSnFp36fSicwF6r6WVXMbc2JuBrBtW3X1E4H0GNH8O+//6Z169asWbMGLy8vbGxssLGxwcvLi1WrVtGqVSvmzp371jY+//xzli5dioWFBTY2Nmg0Gvr27ZvW1uu+bG1t9XVIQgg9CfMLY47HHIIWBoEG6g6vS98TfXEokzNnlRTv5vOjDyYWJtw5fidtTcicSGqdEOJtHl1+xNbPtgJQ/YvqdN3eNVvNGimyjrmNOdU+rwbAicknVM4mld4eDQ0JCeGrr7564/4mTZq8NCbidYYNG0blypU5ePAgDx8+ZMmSJVSvXh0XFxddpyuEUIGiKBydeJRDPx1CSVGwKW7DR8s+ooRPCbVTE3pmU9QGr6+8OD7pOPuH76d0s9IYGet92LrOSa0TQrxJ4rNE1n68lqRnSZT8oCRNpzfNkb/nhO54femF71Rfbh+7TdjJMIrVLKZqPnrrCBYoUICzZ8++cf/Zs2fJn//dt8UbN25M48aNAVi8eDH9+/eXGdqEMBCHxhziyLjUZQTcOrvRYnYLLOwsVM5KZJU639fh9NzThF8I5/yK81T+pLLaKWWY1DohxOsoisL2AdtTZ70ubE27f9pJJ1CQt0he3Lu7E7QoiBOTT9BxfUdV89HbGdmhQwfmz5/Pr7/+yrNnz9K2P3v2jEmTJjF//nw6deqUoTZlmm4hDEfQ4qC0TmDTGU1pt6KddAJzGct8ltT5vg4Ah348RHJC9plSO72k1gkhXidwQSDnlp1DY6zh41UfY13QWu2URDZRe2htAC5vvEzE9QhVc9HbHcHx48cTFBTEiBEj+PHHHylSpAgA9+7dIzk5mQYNGjBu3LhMtX348GG2b99OaGgokDrQvkWLFvj4+OgsfyGE/tzadyttzETd4XXxGuylckZCLV5feuE3w4/okGhOzz2N15c561yQWieE+K8HQQ/YMWgHAA0nNMTZ21nljER2kr9CflxbuHJ9+3V8p/rScnZL1XLRW0fQysqK/fv3s3nzZnbs2MHt27cBaNq0Kc2bN6dVq1YZnhUtMTGRLl26sGnTJhRFwc7ODoDo6Gh+//13PvroI1auXImpqamuD0cIoSMPzz9kTfs1aJO1uHVxo+HPDdVOSajI1MoUn5982P75do78fASP3h6Y5zVXO610k1onhPi3+Jh41nZYS0pCCmValqHOsDpqpySyodrDanN9+3XOLj5Lg7ENyFMgjyp56P1h5TZt2jB37lx27tzJzp07mTNnDq1bt87U1Nhjx45l48aNfPvtt9y/f5/IyEgiIyN58OABQ4cOZcOGDZm+8iqE0L+n956yosUKEp4k4FTPiTaL2mSLdXSEujz7eGLvas/zR8/xneqrdjqZIrVOCKEoClv6biHyRiS2Tra0XdJWapx4LWdvZ4pUL0JyfDL+f/mrlodeF5QHiIyMZN++fYSEhABQsmRJGjZsiINDxqeFX7FiBT179uS33357aXuBAgWYNGkSDx8+ZNmyZYwfP14XqQshdCgxNpEVLVfw5M4THMo60HlTZ0zM9f4rSOQAxqbGNPy5Ies6rcN3ii/VB1YnT351ro5mltQ6IYT/n/5cXn8ZI1MjOqztgKW9LBMhXk+j0VB7WG3WdVxHwF8B1PmuDmZ5zLI8D73+FTZmzBgmTZpEQkLCS9vNzMz47rvvMnxF8/79+3h5vXn8yIt1m4QQ2Ys2Wcu6Tut4EPgAq/xWdNvRTQqkeEmFjytQuGph7p++z9GJR2k6ranaKaWb1DohRJhfGHuG7gGg8e+NKVqjqMoZieyufLvy5HPJR9StKIIWBVFjUI0sz0Fvj4aOHz+ecePG0ahRI3bu3MnNmze5efMmO3bsoFGjRkyYMCHDVzOLFSvGoUOH3rj/8OHDFCum7nocQoiXKYrCjsE7uL7jOiaWJnTZ2oV8LvnUTktkMxojDR/88gEAp2adIjo0Wt2E0klqnRDiecRz1nVchzZJS4UOFVT5g17kPEbGRtT8piYAvlN90SZrsz4HfTU8Z84cWrVqxdatW2nSpAklS5akZMmSNG3alG3bttG8eXNmz56doTZ79uzJmjVr+Pzzz7l69SopKSlotVquXr3KgAEDWLt2Lb169dLPAQkhMuXE5BOcnnMaNNB+RXuKeckfsOL1XBq5ULJhSVISUzj00yG100kXqXVC5G6KVmFTj03E3I7BvrQ9rednbmywyJ08e3ti6WBJdHA0lzdczvL4eusIxsTE0LTpmx/tad68OU+fPs1QmyNGjKBHjx7MmzePChUqYGFhgbm5ORUqVGDu3Ln06NGDESNGZDjX2NhYfvrpJ5o2bYq9vT0ajYbFixen+/PR0dH069eP/PnzkydPHho0aMCZM2cynIcQhubimovs+34fAE2mNaFc23IqZySyM41Gwwe/pt4VPLv0LOEXwlXO6N2k1kmtE7nb8d+Opz7xYmFCh3UdMLfJObMeC/WZWplS/YvqQOqFc0VRsjS+3jqCderUwc/P7437/fz8qFMnY1PqGhsbs3jxYoKCgpgwYQKffvopn376KRMmTCAoKIhFixZhZJTxQ3r8+DHjxo3j8uXLVK5cOUOf1Wq1tGjRghUrVjBo0CB+++03wsPDqV+/PtevX89wLkIYitvHb7Oxx0YAanxZg5pf1VQ5I5ETFK1elPLty4MCB0YeUDudd5JaJ7VO5F4hh0PSfk81m9mMQpULqZyRyIlqDKqBiYUJ907dI/RwaJbG1ttkMXPmzKFp06YMGTKEL774AhcXFwBu3brFzJkzOXnyJLt27cpU2+7u7ri7u+ss18KFC3P//n0KFSrEqVOnqF69ero/u27dOk6cOMHatWv5+OOPAejYsSNlypThp59+YsWKFTrLU4icIuJ6BKtaryIlIYWybcrSZGoTtVMSOUjDCQ25sukKV7dc5fbx2zjVcVI7pTeSWie1TuROsQ9jWd95PYpWoXKPynj28VQ7JZFD5cmfh8q9KnN6zmlOTD5Bifolsiy23jqC7u7uaLVaZsyYwYwZM9KuXmq1qQMhzc3NXylwGo2GmJgYfaX0Rubm5hQqlLmrOOvWraNgwYK0a9cubVv+/Pnp2LEjy5cvJyEhAXNzeUxA5B7PHj3jn2b/EBcZR5HqRWi/oj1GxnpfslQYEMeyjnj09iBwfiD7f9hPryO9su2YG6l1UutE7qNN0bKh6wZiH8SSv2J+ms9qnm1/R4mcodY3tTg99zTXd1wn/GI4BSoWyJK4eusItm/fPlf8UAQGBlKlSpVXHtOpUaMG8+bN49q1a1SqVEml7ITIWklxSaxqvYqom1HYlbSjy9YumFqZqp2WyIHq/1Sf88vPc/vYba7vuE6ZFmXUTum1pNZJrRO5z6Exhwg+EIxpHlM6rO2gyvpvwrA4uDpQ/qPyXN5wGd8pvrRZ1CZL4uqtI5iRAeg52f379/H29n5le+HChQG4d+/eG4vjypUrWbly5RvbjoqKonXr1rpJNB38/f2zLF5WxjL0eNnm2BRwOe1Cvvv5SDZN5pjzMfZ/tl9/8fQg23wvDSCeLmIVLVqUQjcLsaDLAi77XIZs2N+SWie1LrvEMvR42eXYbMJtcPVzBeBqmav0/b6vXuPpQ3b5XhpCPF3GyhOVh3KU48ySMywNW0qSZZJO2n0rRbwkICBAAZRFixal6/1GRkbKgAEDXtm+f/9+BVA2btyY6VwKFiyY6c9mRqtWrQwylqHHyy7HtnvobmUMY5TxZuOV4EPBeo+nD9nle2kI8XQR63nEc+UX21+UMYxRzi4/q/d4uYnUOsOLZejxssOxxYTFKJMcJiljGKNs/Xyr3uPpS3b4XhpKPF3HWuS9SBnDGGXnVzuzJJ4M3HlPlpaWJCQkvLI9Pj4+bb8Qhu7M/DP4TvEFoM2iNpTwKaFuQsIgWNpbUuf71Bk3D44+SEpiisoZ5V5S60Ru92K9wLiIOAp5FqLptDcvGyNEZtUbVQ+A03NPE/swVu/xpCP4nl7MwvZfL7YVKVIkq1MSIkuFHAph+4DtANQfW59KXWWckNAdry+9sC5kTXRwNKfnnVY7nVxLap3I7U5MOZE6LtDKlPYr22NiobfRVSIXc2nkQlGvoiTHJ+M71Vfv8XJcR3D37t107NiRatWqUapUKVxcXF76KlWqVJbm4+HhwZkzZ9JmiHvBz88PKysrypTJnhMcCKELkTcjWdN+DdpkLW6d3fAe/eoYIiHeh1keM3x+8gHgyPgjJMYmqpxR1pBaJ0T2ce/0vbT1AptOb4pjWUeVMxKGSqPR4D0q9W+pU7NO8TziuV7j5ajLGZMnT+aHH36gYMGC1KhRI8tnKLt//z4xMTGUKlUKU9PUmRA//vhj1q1bx4YNG9LWVnr8+DFr166lVatWMp22MFjxMfGsbLUybZmI1gtb54rZE0XW8+zrie/vvkTeiOTk9JN4jzTsCw5S64TIPhKfJbKh6wa0yVrKtyuPZ19ZL1Dol2sLVwp5FOJB0AP8ZvjRYGwDvcXSS0cwLi6OkSNH0qBBA1q1aqWzdqdPn07Dhg3ZsWNHWnHSlZkzZxIdHc29e/cA2Lp1K2FhYQAMHjwYW1tbhg8fzpIlSwgODqZEiRJAanGsWbMmvXv35tKlSzg6OjJr1ixSUlIYO3asTnMUIrvQJmtZ33k9jy8/Jm/RvHTe1BlTS1kmQuiHsakx9cfWZ0O3DZyYfILqA6tjmU/9MWlS66TWCcO36+tdRFyLIG/RvLT6u5Vc8BR6p9FoqDeqHms/XovfdD9qfVMLC1sLvcTSS0fQ0tKSuXPnUqFCBZ22GxUVxccff6zzwggwZcoUQkND015v2LCBDRs2ANC9e3dsbW1f+zljY2N27NjBsGHDmDFjBnFxcVSvXp3FixdTtmxZnecpRHawZ9gebuy6gYmlCV22dCFvkbxqpyQMnFtnN479cozwC+GcmHyCDyZ+oHZKUuuk1gkDd2n9JQLnB4IG2i1vh6W9+hegRO5Q/qPyOJZ35PHlxwT8FUC9EfX0EkdvYwSrVq3KhQsXdNpmjRo1uHr1qk7bfCEkJARFUV779eKK6OLFi196/UK+fPmYP38+jx8/5tmzZxw6dIhq1arpJU8h1OYY6ojfH34AfLT0IwpXKaxyRiI30BhpaPBz6uMxftP9smQ2tfSQWie1Thgm0zhTtn62FYA639ehRP0S6iYkchWNkYZ6I1M7f75TfUl8pp/x8XrrCP7xxx+sWrWK+fPnk5ycrJM2Z82axYYNG1ixYoVO2hNCZEzIoRCczjsBUH9cfSp8rNs7IUK8TdnWZSlaoyhJz5M49ssxtdMBpNYJYYi0KVpKBpYkPiqeItWK6HWMlhBv4tbJDfvS9sRFxHF6rn5mzdbbZDG9evXCyMiI/v378+WXX1K0aNFX1hnSaDScPXs23W126tSJ5ORkPvnkEwYMGECxYsUwNjZ+rzaFEOkTeSN1hlCNokmdIXSUYU/YIbIfjSb1ruDyxss5NfsUtb6thW3x1z/KmFWk1glheE5MPkHeiLyY5jGl3Yp2GJsZv/tDQuiYkYkRdYfXZUvfLZyYfIJqA3T/BIbeOoL29vY4ODjodOzAizZdXV111qYQ4t3io/83Q+gzu2cyQ6hQjUsjF5x9nAk9HMqR8UdoNU93k7RkhtQ6IQzL3YC7HBx9EIBmfzbDwdVB5YxEbube3Z3DYw8TczuGwIWBOm9fbx3BQ4cO5Yg2hRBvp03Wsq7zOh5fSZ0h9GyFszJDqFCNRqOh4YSGLKq7iMCFgdQeVlvVP9Sk1glhOBJj/7dURGThSDx6eaidksjljM2MqfN9HXZ8sYPjk46jcdftRfgct6C8ECJr7f52Nzd330ybITTZQjfjoITILKc6Trg2d0VJUTg85rDa6Yj3kJKYglWKldppCAHAzi93EnkjEpviNtx2vy1PvohswbOPJ9aFrXly5wn2YfY6bVuvHcEnT57w66+/0qRJEzw9PfH39wcgMjKSqVOncuPGjQy3mZKSwpIlS+jYsSNeXl54eXnRsWNHli5dSkpKiq4PQQideBb+jMsbL3N43GFu7rmJoihqp5Qup+aewn9G6s/tR8tkhlCRfbyYQfT8yvOEXwhXNRepdZkTcjiEGaVm8MET9ZcCEeLi2osELQpKWyoixcwwfs5EzmdiYULtYbUBKHy9MNpkre7a1llL/xEWFoaPjw937tzB1dWVK1euEBubOt23vb09c+fOJTQ0lOnTp6e7zZiYGJo0aUJAQAB58+bFxcUFgL1797J+/Xpmz57N7t27sbGx0csxCZEeiqJgHmtO4KJAbh+7zZ1jd4i4FvHSexzLO1JjcA0qf1IZM2szlTJ9u+CDwewctBOABuMbUKG9zBAqso/CnoWp8HEFLq27lDaeRw1S6zLProQdsQ9iKZZcjDu+dyheq7jaKYlcKuZ2DNv6bQOg3oh6OHs7wxSVkxLiX6r2q8qxicdIjk7m0aVHFHQvqJN29XZHcNiwYTx9+pSgoCAOHz78yh2Qtm3bsm/fvgy1OXLkSE6fPs2ff/7Jo0ePOHPmDGfOnCE8PJyZM2dy6tQpRo4cqcvDEOKdUpJSuOt/F9+pvqxpv4bfC/2O20E3tvTZQtDCoLROYAG3AlToUAGzvGY8vvyYHQN3MLXYVHZ/u5uoW1EqH8XLIq5HsKb9GrTJWty6uKWtZSNEdlJ/XH00RhqubLqCVbQ6jxdKrcs8O2c73Hu4A3B0wlGVsxG5lTZFy4buG4iPjqeoV1F8fvJROyUhXmGWx4zOmztzvtF5nXUCQY93BPfs2cOQIUOoUKECERERr+x3cXHhzp07GWpz48aNDBw4kIEDB7603dTUlAEDBnD58mXWrVvHn3/++V65q01RFG7suoH7M3e1UxFvcPvYbW7uucntY7e563eXpOdJL+3XGmkpUacExesUx6muE8VrF8cyX+qU8glPEghaEoT/n/5EXo/k5NSTnJx2krKtyuL1lRclGpRQdVzCixlC46PiKVqjKK0XyAyhInvKXz4/7t3dObv0LEUvF1UlB6l176fuD3U5s/AM17df537gfQp7yuPnImsd+/UYt4/exszajHb/tMPYVJaKENlT8drF0Zrq7rFQ0GNHMC4ujvz5879x/9OnTzPcZkRExFun6C5XrhyRkZEZbje7uX/6Piuar6AmNYkOicauhJ3aKYn/Fx8dz45BOzj/z/mXtlvks8CprlPa16AJgxi7fexr2zC3McdrsBc1vqjBjd038J/hz41dN7i65SpXt1wlf8X8eH3phXt3d0ytsnZ2zrCTYewcvJOIqxHYFLOh06ZOMkOoyNZ8xvhwfuV5bB7bEHI4hBI+JbI0vtS69+Pg6sANixuUiS/D0Z+P0nF9R7VTErlImF8Yh346BEDzv5pjX0q3E3EIkd3p7dHQChUqcOTIkTfu37RpE56enhlqs3Tp0mzZsuWN+7ds2UKpUqUy1GZ2VKRaEVwauWCMMYfHyox42UXwgWBmV5rN+X/OozHS4NbFjZZzWzLw4kC+e/wdXbZ0oc53dSheuziK8bsng9EYaXBt5kq3nd344soXVP+iOqZ5THl08RHb+m9jarGp7P1uL9Gh0Xo/tqhbUazrtI4FtRZw79Q9zPKa0XlLZ/IWzqv32EK8j3wl81G1f1UeF3usykUzqXXv70yeMwBc3nCZ8IvqTvwjco+Epwls6LoBJUXBrbMb7p/IU1gi99FbR/Drr79m1apVTJo0iZiYGAC0Wi03btzgk08+wdfXlyFDhmSozYEDB7Jnzx6aN2/Onj17CAkJISQkhN27d9OiRQv27t3LoEGD9HE4Wa7hhIYAnF16lsdXHqucTe6WHJ/M7m93s/SDpTwJe4J9aXv6HO9D+xXtqdqvKvkr5Edj9H6PTjqWdaT5zOZ8c/cbmkxrQj6XfMRHxXNi8glmuMxgdbvV3Nh1A22Kbh8JiIuMY/c3u5lZbiYX11wEDXj08eCLy1/II1oix2g2oxmhnqHYOdtleWypde8vyiSK8u3LA3Bs4jGVsxG5gTZFy/bPtxN1KwpbZ1tazG4hQyBErqS3R0O7d+9OaGgoo0aNShvU3rRpUxRFwcjIiIkTJ9K2bdsMtTlw4EDCw8P59ddf2b1790v7TE1N+fHHHxkwYICuDkFVRWsUJdg8mJIJJTn440E6rOmgdkq50oOzD9jQbQOPLj4CoEq/KjT5vYneZvq0sLWg5tc1qTG4Bjd23sBvhh+39t7iysYrXNl4BZtiNrj3cMeztyf2pTP/CEtyfDL+M/05OuEo8dHxAJRqUooPf/tQp4OQhcgKav4BJ7VON+qNrMfl9Ze5sOoCPmN8cHB1UDslYaCeP37O+i7rubXvFhojDe2Wt8PCzkLttIRQhd46gpA689knn3zC+vXruXHjBlqtllKlStGuXbu06bAzasyYMQwaNIh9+/YRGhoKgLOzM40aNcLR0VGX6avOP48/JRNLcmntJRlEn8W0KVp8f/flwKgDaJO05CmQh9YLWlOmZZksiW9kbESZlmUo07IMjy494tScU5z/5zxPwp5wbOIxjk08hrO3Mx69PTBKTv+NfUWrcGH1BQ6MOEB0SDQABd0L8uHkDynV2HAeNRMiK0mte3+FPQvj2sKV69uvc+yXY7RZ2EbtlIQBuhtwl7UfryXmdgymVqa0WdQGp7pOaqclhGr02hEEcHJyyvBjMe/i6OhI586dddpmdhRpGolbZzcurLzAwdEH6bqtq9op5QrRIdFs7LGR20dvA1CubTlazmtJnvx5VMknf4X8NJvRjA8nf8jVLVcJWhTEzd03CT0SSuiRUNyN3dncdzOevT0pXqf4G++OhB4JZc/QPdwLuAdA3iJ5afBzAyr3qIyRsd6eEhciV5Ba9/68R3lzfft1zi07h8+PPjJRmtCpM/PPsOOLHaQkpmDvak+nDZ0o4FZA7bSEUJXeO4IAsbGxREVFvbK+EqQWzze5ffv2S+958fpd3tZmTlN/bH0urrnI9e3XuXPiDsVry4K7+qIoCmeXnmXn4J0kPk3EzNqMpjOa4tHLI1uMHTAxN6Fih4pU7FCRJ3efcHbpWYIWBhF5I5KghUEELQzC3tUej94eVO5RGZuiqYtNP776mH3f7+Pq5qsAmFmbUef7OtQcUhOzPNlzMXshciKpde+nWM1iuDRy4da+Wxz/7TgtZrVQOyVhAJLjk9kxaAeBCwIBKNumLG2XtMXCVh4HFUJvHcH4+HjGjh3LggULXru20gspKSlv3FeiROp6anFxcZiZmaW9fpe3tZnTOLg64NHbg8D5gRwYeYAeB3pki06JoXn++Dnb+m/j8obLABSvU5yPln1EvpL5VM7s9WyK2lBveD3q/lCXrnW70rlcZy6uvkjk9UgOjDjAwVEHKdWkFHmL5iVoURBKioLGWEOVz6pQf0x9rAtaq30IQhgEqXW6VW9UPW7tu0XggkDqjayXdkFL5BzhF8MJ3h9M/gr5KV6nuKpLEEWHRrP247XcO3UPNNDw54bU/aHue0/wJoSh0FtHcODAgSxZsoS2bdtSr1498uXL+B/UCxcuRKPRYGpq+tLr3MZntA/nlp4j5FAIwfuDcWmUuTEn4vWu77zOlj5biH0Qi5GpEQ3GNaD2sNo54nFJjUbDM4dntFnQhmbTm3Fx7UWCFgVx++htbuy8kfa+Mq3K0GhSI/KXf/N6Z0KIjJNap1slfErgVM+J20dvc2LKCZpOa6p2SiIdUpJSuLLpCgF/BRB6ODRtu7G5McVrF6fkByVx+cCFItWKYGSSNbX15t6brO+ynriIOCwdLGm/or2MhRfiP/TWEdywYQOffvopc+fOzXQbvXr1euvr3MLWyZaqn1fFf4Y/B0YeoOQHJXPtHwm6pGgVdn29C/8//YHUsXgfLf8ox07KY2ZthmdvTzx7exJxPYKgxUHEhMZQ5dMqlKhfQu30hDBIUut0z3uUN8ubLOf03NPUG16PPAXUGZ8t3s0k3oRDYw9xZt4Znt57CoDGWIOztzMRVyN4eu8pIQdDCDkYwsFRBzG3McfZxzmtY5i/Yn6d/z2jaBWOTTrGwVEHUbQKhasWpuP6jqosLyNEdqe3jqBGo6FKlSo6bbNPnz70798fLy+v1+739/dnzpw5LFy4UKdxs4N6I+oROD+Qu/53ubb1GmVbl1U7pRxv/8j9aZ1Ar6+9aPRLI0wssmTYrN45uDrwwYQP1E5DCIMntU73XD50oUj1ItwLuMeJ30/w4aQP1U5J/IuiKNw+epuAvwJw3+fO4b2HAchTMA9VPqtCtf7VsClmg6IoRFyN4Nb+WwTvDybkYAjx0fFc23qNa1uvpX2mZMOSaR3D950gKD4mnk09N6WNiffo40GLv1oYTG0XQtf09pPRpk0b9u3bR//+/XXW5uLFi2nUqNEbi2NwcDBLliwxyOJoXdAar6+8OPbLMQ6MOkCZlmXkGff3ELgokOO/Hgeg7ZK2VO5RWeWMhBA5kdQ63dNoNHiP9mZV61X4/eGHRy8Peaw9G0iMTeTc8nMEzAog/Hw4ABo0FK9TnOpfVKdC+woYmxmnvV+j0eBYzhHHco7U+KIG2hQtD4IeELw/mOD9wYQeDeXZw2dcWHmBCysvAGDrbEuBigVwKOuAQ5n//yrrQN4ied+ZX/jFcNa0W0PEtQiMzYxpNrMZVT+rqp9vhhAGQmcdwcjIyJdejx49mo4dO9KvXz/69++Pk5MTxsbGr3zO3j7zi2L/171797C0tNRZe9lN7WG1034BX1h9gUpdKqmdUo4UciiEbf22AeA92ls6gUKIdJNalzXKtCyTtq7glj5b6H2sd44Yt22IHl95TMCsAM4uOUvCkwQATK1MqdStEsuvLuenwz+lqx0jYyOKVC1CkapFqPNdHZITkgk7GZbWMQzzCyMmNIaY0Biu77j+0mdN85hS3rg86zqvS+scvugoWthacGH1Bbb02ULS8yRsitvQcV1HitYoqvPvhRCGRmcdQUdHx1ee81YUhcDAQBYsWPDGz71r1rPNmzezefPmtNfz5s1j3759r7wvOjqaffv2Ub169QxmnnNY5rOk9tDaHBx9kIOjDlK2dVmZ/j+DIq5FsLrdarTJWip2qkj9sfXVTkkIkYNIrcsaGo2GlnNaMqviLMJOhuE3w49aQ2qpnVauEnEtgh2DdnBr7620bfau9lQfWB2PXh5Y2Fnwd+u/M92+ibkJJXxKUMKnBA3GNSDhaQL3T9/n8dXHRFyLIOJqBBHXIoi6FUXSsySssOLi6ouvtGOV34rnj54DUPKDkrRf2V61dX+FyGl01hH88ccf9TKByaVLl1i7di2QWhj8/Pw4ffr0S+/RaDTkyZMHb29vpk6dqvMcshOvr7w4NecUUbei2PX1Llr/3VrtlHKM5xHPWdFyBfFR8RSrWYw2i9rIpDtCiAyRWpd1bIrZ0Pj3xmz9bCsHRh6gbKuy2JfW3Z1V8WaX1l9ic+/NJD5NRGOkoUzLMlT/ojoujVz0NizFPK85JeqXeGVys5SkFKJuRTHkkyEM6DjgpU5i7IPYtE5gnR/q0HB8wyyblVQIQ6CzjuCYMWN01dRLhg8fzvDhwwEwMjJiwYIFdO3aVS+xcgLzvOZ8tOwjln6wlMD5gZRuUpoKH1dQO61sT6PVsKb9GiKvR2LrbEunTZ1UXdtICJEzSa3LWp59Pbmw6gLB+4PZ8ukWeh7oKePj9SglKYX9w/fj+7svAM7ezrRZ3EbVNXWNTY1xLOtITKEYag+t/dK++Jh4Iq9HYm5jjkMZB5UyFCLn0ttlkz59+uDn5/fG/f7+/vTp0ydDbWq1WimMQMkGJan7Q10Atn62lZg7MSpnlL0pioLTWSdCD4dilteMrtu6yoLqQgidkFqnXxqNhlZ/t8I0jymhh0M5NfeU2ikZrKf3n7L0g6VpncDaw2rTY38PVTuB72Jha0GRakWkEyhEJumtI7h48WJu3rz5xv0vZj3LiDNnzjBr1qw37p81axZBQUEZajOnqj+2PkWqFyE+Op6Nn2xEm6JVO6Vs69ivx3AMc0RjrKHD2g4UcCugdkpCCAMhtU7/8pXMxwe/pC6Hs++7fUSHRqubkAEKPRLKXM+53D56G7O8ZnRc35EPf/tQHrMUwsCp9hOemVnPRo4c+drB8y8cOHCAUaNGvW9qOYKxqTHtV7THzNqM0MOhHJ90XO2UsqVL6y5xYMQBAJrNaEbpJqVVzkgIkZtIrdONGl/UoHid4iTGJrKt3zYURVE7JYOgKAonppxgScMlPHv4jAJuBeh3qh/l25VXOzUhRBbQ6TqC+p717PTp02ljKF6nXr16/PLLLxlqMyezL21Ps5nN2NxrMwd/PEjJD0pSzKuY2mllG3f977Lxk40APCz5kOoDDXuWPSFE1pBal/U0RhraLGzDnMpzuLnnJkGLg/Ds7al2WjlafEw8W/ps4fKGywC4d3enxZwWMhu5ELmITjuC+p717OnTp5iYvDllIyMjYmJy13i5yj0qc3PXTS6susCGrhvoH9gfcxtztdNSXcztGFa2XklyfDKuLVw5rTn97g8JIUQ6SK1Th0MZB+qPq8++7/axe8huSjcpna6FxsWrHp5/mDaBmrGZMU2nN6Vq/6oyk7YQuYxOHw0dPnw4T58+5enTpyiKwoIFC9Jev/h68uQJ9+/fZ9u2bZQpUyZD7bu6urJnz5437t+1axcuLi7vexg5ikajocXsFtg62xJ1K4odg3aonZLqEp4ksKLlCp49fEZB94K0X9kepLYJIXREap16ag2pRZHqRUiISWD7gO3yiGgmnFt+jvle81Nn0XaypffR3lT7vJp0AoXIhfQ2RlAfs5717duX7du388033xAdHZ22PTo6miFDhrBr1y769u2r05g5gYWdBe3+aYfGSMO5Zec4v+K82impRpusZX2X9YSfD8e6kDVdtnbBPK/cIRVC6IfUuqxlZGJEm4VtMDI14uqWq69dYFy8XnJCMtsHbmfjJxtJjkumVONS9Dvdj6I1iqqdmhBCJTlqOqgvv/ySnj178scff+Do6IiTkxNOTk44Ojoyffp0unfvzpAhQ9ROUxVOdZzw/tEbgO0DthMVHKVyRurY/e1uru+4jomlCZ23dMbWyVbtlIQQIkOk1r1dAbcCeI9OrXc7B+/k2aNnKmeU/cXcjmFRvUWcmp26/Ib3j9503dEVK0crlTMTQqhJrx3BnTt38uGHH+Lg4ICJiQnGxsavfGWERqNh0aJF7N+/n88//xw3Nzfc3NwYMGAABw4cYMmSJbn60Qbvkd4Ur1OchCcJbOi2AW1y7lpSwv8vf/xn+APw0bKPKFpdrnIKIfRPal3Wq/tDXQpWLsjzx8/ZOXin2ulka+EXwplbZS73Au5hkc+Crtu70mBsA4yMc9S9ACGEHuh0sph/W79+PR07dqRixYp07tyZ2bNn07VrVxRFYfPmzbi6utK2bdtMtd2gQQMaNGig24QNgJGJEe2Wt2NO5TmE+YZxePxhGozNHd+nG7tusOvLXQB88MsHVGhfQeWMhBC5gdQ6dRibGtNmYRv+rvE3F1dfpGKnipT/SJY8+K+YOzEsb7qcuIg4CnkWotOGTtiVsFM7LSFENqG3y0G//PILNWrUIDAwkLFjxwLQp08f/vnnHy5cuMD9+/cpWbKkvsLnWnYl7Gg5tyUAR38+yu1jt1XOSP8urrnIqrarULQKHr09qPN9HbVTEkLkElLr1FO4SuG03/c7Bu4gLjJO5Yyyl7ioOP5p+g9P7z7FsbwjPfb1kE6gEOIleusIXrp0ic6dO2NsbJw2DXZSUhIAJUqUYODAgUyaNCnD7Z47d47PPvuMqlWrUrp0aVxcXF76KlWqlE6PIydy6+xG5Z6VUbQKG7ptID46Xu2U9EJRFI79eox1ndaRkpBC2dZlaTmnZa5/ZEoIkXWk1qnLZ7QPjuUdiX0Qy+5vdqudTraRHJ/MqjareHTpEXmL5KX7ru5Y2luqnZYQIpvRW0fQysoKM7PURUnt7OwwNzfn/v37afsLFixIcHBwhto8dOgQNWrUYNu2bRQpUoRbt27h4uJCkSJFCA0NxdraGm9v70zlm5CQwPfff0+RIkWwtLTEy8uLvXv3puuzq1atokqVKlhYWJA/f3769u3L48ePM5WHrjT7sxn5SuUj5nYM2/pvM7gptlOSUtjabyv7h+8HwOsrLzpu6IixWcbG4gghxPuQWqdurTOxMKHNwjaggbNLznJ953VV88kOtClaNnTfwO2jtzG3Mafbzm4ycZoQ4rX01hEsW7Ysly5dSnvt4eHBsmXLSE5OJj4+nhUrVuDk5JShNn/88UdcXFy4evUqixYtAmDEiBEcO3aMEydOEBYWRseOHTOVb69evZg6dSrdunVj+vTpGBsb07x5c44dO/bWz82ePZsuXbpgb2/P1KlT+eyzz1i1ahUffPAB8fHq3Ykzz2tO+xXtMTIx4uKai5xdcla1XHQtPiaeFc1XEDg/EI2RhqYzmtL0j6Yy8F0IkeWk1qlb6wCK1SxGzSE1AdjWbxsJTxJUzUdVCuz6eheX11/G2MyYTps6UdC9oNpZCSGyKb395fzRRx+xefNmEhJSfyGPHDmSQ4cOYWdnR/78+Tl69Cg//PBDhto8c+YMffv2xcbGJm0WtpSUFAC8vLzo378/o0ePznCu/v7+rFq1il9++YXJkyfTr18/Dhw4gLOzM999990bP5eYmMiIESPw9vZm7969DBw4kIkTJ7J69WrOnTvH33//neFcdKlojaLUH1cfgB2DdhB5I1LVfHQhOiSahbUXcmvfLUzzmNJ5c2e8BnupnZYQIpeSWqd+rQNoOL4h+Url40nYE/Z+l747nIao4M2CBMwMAKDt0raUbCDjU4UQb6a3juDQoUO5ffs25uapi3m3bNmSQ4cO8dlnn9G/f3/2799Pr169MtSmiYkJefPmBVIfwTE1NSU8PDxtv4uLy0tXZtNr3bp1GBsb069fv7RtFhYW9O3bF19fX+7cufPaz124cIHo6Gg6der00ri0li1bYm1tzapVqzKci67V+a4OJeqXIOlZEuu7rCclMUXtlDLtrv9d5tecnzbmoffR3pRpWUbttIQQuZjUuuxR60ytTGm9oDUAp+ee5ubemypnlPXOLjtLscvFAGg8tTFundxUzkgIkd1l6bN09erVY9q0aUyZMiVTU2KXLl2a69dTn//XaDSUK1eOjRs3pu3fvn07hQoVynC7gYGBlClTBhsbm5e216hRA4CgoKDXfu7FFWBLy1cHYFtaWhIYGIhWq+5afkbGRny07CMs8llw79Q9dgzeQUpSzusMXt5wmcX1F/Ps4TMKVi7Ip36fUtizsNppCSHEK6TWqaOETwmqDawGwJp2awg9GqpyRlnn5p6bbOmzBYBa39ai1pBaKmckhMgJ9LaO4At3797lyJEjhIeH0759e4oVK4ZWqyU6OhpbW9sMLbTbvHlzFi5cyC+//IKJiQnffPMNvXv3xtXVFYCbN2/yyy+/ZDjH+/fvU7jwq52KF9vu3bv32s+5urqi0Wg4fvw4vXv3Ttt+9epVHj16BEBUVBQODg6v/fzKlStZuXLlG/OKioqidevW6T6Ot7ErZUepU6U4M+8MR9Ye4VbVWyRZJr30Hn9/f53Fe5d0x1Kg4K2CFL1UFA0aYgrEEFgkkB0Dd+gnno5ky++lxMtWsQw9XlYfm9qk1mWPWqdJ1lDasTQ2j21Y0GABN6vf5Gn+py+9x9B+DiyjLSl7oizGKcZct7jO6aunmdl6pl5jvmBo38vcEs+Qjy2r4+X4WqfoiVarVYYMGaKYmpoqGo1GMTIyUvbv368oiqJER0crefPmVaZNm5ahNhMTE5XHjx8rWq02bduyZcuUtm3bKu3bt1cWLVqUqVxdXFyUZs2avbL95s2bCvDWPDt16qSYmJgoU6ZMUW7evKkcOXJEqVy5smJqaqoAyp07dzKVk6IoSsGCBTP92de5uO6i8ovNL8oYxii/Of6mXN95/aX9rVq10mm8t0lPrJSkFGVr/63KGMYoYxijbBu4TUlJStFbPF3Kbt9LiZf9Yhl6PEM+tn+TWpf9al3i80RlebPlyhjGKOPNxyvXdlx7ab8h/RxE3oxUJheYrIxhjLKk4RKldfPWeo33X4b0vcxN8Qz52LI6Xk4/Nr09Gjp58mSmT5/O0KFD2bt370vLF9ja2tKuXTvWr1+f7vaSkpK4fPkycXFxL41R6N69Oxs3bmTdunUZHofxgqWlZdqjL//2Yia01z0O88LcuXNp3rw5Q4cOpVSpUnh7e1OpUiVatWoFgLW1daZy0ocK7SvQ70w/ClcpzPPHz/mn2T/sH7kfbbL6j/T8V8KTBFa0XMHpuadBA02mNaH5zOYYmcjMoEKI7ENqXfardaaWpnTa2ImybcqSkpDCqjaruLL5itpp6dyzR89Y3nQ5z8JTh0x02tgJxdiwlooSQuiX3v6q/vvvv+nRowcTJ07Ew8Pjlf3u7u5cu3Yt3e0ZGRlRtWpVNmzYoMMsUxUuXPildZ9eeLGtSJEib/ysra0tmzdvJjQ0lMOHDxMSEsKyZcu4f/8++fPnx87OTuf5vg/7Uvb0Od4nbRzFsYnHWNpoKU/vPX3HJ7NOzO0YFtZdyM3dNzGxNKHThk7U/LqmLBQvhMh2pNZlz1pnYm5Ch7UdqNixItokLWs/XsvFNRfVTktnEp8lsrLlSiKvR2LrbEu3Hd0wtzFXOy0hRA6jtzGCd+7coXbt2m/cnydPHp48eZLu9oyNjXF2dn7t1cz35eHhwcGDB3ny5MlLg+j9/PzS9r+Lk5NT2lpR0dHRnD59mvbt2+s8V10wsTChxV8tcPZ2ZutnWwk9HMocjznkLZVX7dS4few2azusJfZBLNaFrOmytQtFqr35jxMhhFCT1LrsW+uMTY1p9087jM2NObfsHOu7rCc5IVnttN6bNlnLuk7ruOt/F0t7S7rv6k7eIurXbyFEzqO3O4IFChR441TUAKdPn87wIruDBw9m3rx5REbqdj28jz/+mJSUFObNm5e2LSEhgUWLFuHl5UXx4sUBuH37NleuvPvxkuHDh5OcnMyQIUN0mqeuuXVyo9+pfhR0L8jzR89xPenKwZ8Ook3J+kdFHwQ9YGWrlSyqt4jYB7EUcCtA35N9pRMohMjWpNZl71pnZGJE28Vt8fzUE0WrsKnnJhxDHdVOK9MURWHb59u4vv06JhYmdNnaBcdyOfd4hBDq0tsdwXbt2jFnzhx69eqFra0tQNqjfXv27GHx4sVvXcD2dVJSUjA3N6dUqVJ8/PHHlChR4pUxDRqNJsNFycvLiw4dOjB8+HDCw8MpXbo0S5YsISQkhAULFqS9r0ePHhw+fPilMSC//vorFy5cwMvLCxMTEzZt2sSePXv4+eefqV69eobyUINDGQf6nuzLrq93pc4oOu4Id47dod0/7bAupP8xH4+vPubQj4fSHtnRGGnw6O1B498bY2Froff4QgjxPqTWZf9apzHS0GpuK0wsTAiYGYDzOWf8Z/pTY1ANtVPLEEVRODDqAIELAtEYaWi/qj3FaxdXOy0hRA6mt47g2LFjOXjwIB4eHtSrVw+NRsOkSZMYPXo0vr6+eHp6MmLEiAy1OXTo0LR//7to/VtmiiPA0qVLGT16NMuWLSMqKgp3d3e2bduGt7f3Wz9XqVIlNm7cyJYtW0hJScHd3Z01a9bQoUOHDOegFlNLU1rNbcX6gPWUuVaG4APBzPWcS7sV7SjZoKReYpo9N2Nz782cXXoWRZv6x4ZbZzfqj62PQ5nXT0EuhBDZjdS6nFHrNEYams1ohom5Cb6/+7Jz8E6S45OpPfTNj/VmJ9Eh0Wzpu4XgA8EANJ/VnHJtyqmclRAip9NbR9DW1paTJ0/y+++/s27dOiwsLDh8+DClSpXip59+YtiwYW+doex1goOD9ZQtWFhYMHnyZCZPnvzG9xw6dOiVbS1atKBFixZ6yysrRRaLpN+KfqztsJbwC+Esa7QMnzE+1BtRDyNj3TxF/PT+U45OOErFAxUJUoIAKNu6LA3GN6Cge0GdxBBCiKwitS7n0Gg0fDj5QzZs2UDh64XZO2wvyfHJeI96eydYTYpW4fS80+wdtpfE2ERMLE1o/HtjqvWvpnZqQggDoNcF5S0tLRk1ahSjRo3K1OfbtWvHkCFDqFevHgChoaGUL1+e/Pnz6zJN8S+O5Rz51O9TdgzaQdCiIA79eIjbR29Te2htHMo6YFvcFo1RxmfvfB7xnOOTjuM/05/kuGSMMMKlkQsNfm5AMa9iejgSIYTIGlLrcg6NRsO9cvfo2qMrB0cf5ODogyTHJ9NgfINsNzN1VHAUWz/dmnYX0KmuE60XtsbBVZ6aEULoht46grt376ZOnTrvtbbQ5s2bX5qNrEGDBixbtoyuXbvqIkXxBqZWprRZ2AZnH2e2D9jOrb23uLX3FgAmliY4uDrgUDb1y7GsY9p/Xzd1dcKTBHyn+uI71ZfEp4kAFKtVjP3s56e9P2XpcQkhhK5JrcuZvEd5Y2Jpwt6hezk64SjJ8cl8OPnDbNEZVLQKp+acYu93e0l6loSJpQmNfm1EjUE1MnUhVggh3kRvHcFmzZphbGxM5cqVqVevXtpXRq5wFi1alMDAQLp16wakDpTODr+kcwuPnh4UqVaEI+OO8PD8QyJvRJIcl8zDcw95eO7hK++3LmSd1kF0KONAcnwyJ6eeJC4yDoBCHoVo8HMDXJu7srnN5qw+HCGE0DmpdTlX7W9rY2Jhws5BO/H93Zfk+GSazWimamcrKjiKLX23EHIwBABnb2daL2iNfWl71XISQhguvXUET548yZEjRzh27BjLli1j+vTpaDQaypQp81KxLFGixBvb6Ny5M1OmTGHNmjVpi9X+8MMP/PLLL2/8jEaj4ezZszo+mtyrQMUCfLz6YyB17aLokGgeX31MxNWItP9GXI0g9kFs2lfo4dCX2nAs50j9cfWp0L6CXM0UQhgUqXU5W40vamBibsLWflsJ+CuAkIMh1Pm+Dm5d3DA2Nc6yPBStQsDsAPZ9v4+kZ0mYWpnywa8fUOMLuQsohNAfvXUEa9SoQY0aNdJmP7t06RJHjx7l6NGj7Nq1iwULFqDRaEhOfvPirr/88gulS5fm4MGDhIeHo9FoyJMnDw4O8ny8GoxMjLAvbZ96ZfI/cwbEx8QTcS3ipQ5iXGQc7p+4497NHSMTvS1ZKYQQqpFal/NV+bQKplambB+wnUeXHrGp5yYOjj5IrW9r4dnXE7M8ZnqNH3Xr/+8CHgoBwNnn/+8ClpK7gEII/dLrZDEvxMfHEx4eTnh4OA8fPiQqKgpFUShVqtRbP2dsbEy/fv3o168fAEZGRowaNUrGTWRDFrYWFK1elKLVi6qdihBCqEJqXc5VqWslXFu4cmr2KU7+cZKY2zHs+moXh8cdxutLL2oMqoGlfcZmf30XRasQMOv/7wI+T70L2GhSI6oPrC53AYUQWUJvHcFt27alXRU9ffo0KSkpuLm54e3tTb9+/fD29qZgwYwtFxAcHCyzqAkhhMg2pNYZDgtbC+r+UBevr7w4u+QsJyafIOpWFId+OsTx345TtV9Van1TC5tiNu8VJzk+mQdBD9j3w760oRTOPs60WdiGfC75dHEoQgiRLnrrCLZu3RpjY2Pat2/PqFGjqFOnDra2tu/VprOzs46yE0IIId6f1DrDY2ppSrXPq1Hl0ypcWneJY78e4+HZh5ycdhL/mf64d3enznd1cCzn+M62TBJMuLnnJg/OPuBh0EMenH3A4yuPUVKU1Fh5/v8u4AC5CyiEyHp66wi2aNGCEydOsGbNGnx9falXrx7e3t7Uq1eP8uXL6yusEEIIkWWk1hkuIxMj3Dq7UbFTRW7uvsmxX48RejiUoEVBBC0OolzbctT9oS5FaxRFm6Il8nokD4IevNTpq3y/Msv3LH+lbStHK5x9nPnwtw/lLqAQQjV66whu3boVgAsXLqQ9NjN+/Hju3buHvb09derUoV69enz77bf6SkEIIYTQK6l1hk+j0VC6aWlKNy3NHd87HJ90nKubr3Jl4xWubLyCQ1kHYm7HkBz36oRACgqOZRwp5FGIgpULUsijEIU8CmFd2FqWCBFCqE7vk8W4ubnh5ubGgAEDSEhIYOXKlUyaNIktW7awdetWKY5CCCFyPKl1uUPxWsXpvKkzjy494vhvxzn/z3kirkYAYGplSkH3ghT0KEihyqkdvkHjBrFpxyZ1kxZCiDfQa0cwNjaW48ePc+TIEY4ePUpAQACJiYmYmJhQs2ZN6tWrp8/wQgghhN5Jrct98lfIT9vFbWkwvgEPgh7gWNaRfKXyYWT88lJJWhOtShkKIcS76a0jWLVqVc6dO0dKSgrW1tbUqlWLESNGUK9ePby8vLC01O00zEIIIURWk1qXu9kWt8W2+PtNDiSEEGrRW0ewRIkSfPLJJ9SrVw9PT0+MjHSzoPiDBw9YsGABZ86cISYmBq325attGo2G/fv36ySWEEII8TZS64QQQuRUeusIrl+/Xudtnjt3jvr16xMXF0fZsmU5f/48FSpUIDo6mrt371KqVCmKFy+u87hCCCHE60itE0IIkVPp5tJlOkRFRdGwYUMCAwMz3cYPP/yAtbU1V69eZd++fSiKwvTp07lz5w6rV68mKiqKX3/9VYdZCyGEEOkntU4IIUROkWUdwcTERA4dOkRUVFSm2zh+/Dj9+/fHyckp7fGbF4/LdOjQgW7dujFs2DCd5CuEEEJklNQ6IYQQOUWWdQR1QavVUrBgQQDs7OwwNjYmMjIybX+lSpU4ffq0WukJIYQQ701qnRBCiKyQozqCJUuWJDg4GAAjIyNKlizJvn370vafOHECOzs7lbITQggh3p/UOiGEEFlBLx3BuLg4vvnmG7Zu3Zq2zdLSkp49e1KkSJFMt9u4cWPWrl2b9nrAgAHMnz+fRo0a8cEHH7BkyRK6du36XrkLIYQQ6SG1TgghRE6ml1lDLS0tmTt3LhUqVEjbZmNjw6JFi96r3ZEjR9KlSxeSkpIwNTXl66+/5tmzZ6xfvx5jY2NGjx7NiBEj3jd9IYQQ4p2k1gkhhMjJ9Lqg/IULF3TaZr58+ahatWraa41Gw6hRoxg1apRO4wghhBDpIbVOCCFETqW3MYJ//PEHq1atYv78+SQnJ+srjBBCCKEaqXVCCCFyKr3dEezVqxdGRkb079+fL7/8kqJFi2JpafnSezQaDWfPntVXCkIIIYReSa0TQgiRU+mtI2hvb4+DgwNly5bVVwghhBBCVVLrhBBC5FR66wgeOnRIX00LIYQQ2YLUOiGEEDlVjlpHUAghhBBCCCHE+9PZHcEjR44A4O3t/dLrd3nxfiGEECK7k1onhBDCUOisI1i/fn00Gg1xcXGYmZmlvX4TRVHQaDSkpKSkO8b+/fs5c+YMw4YNS9u2cOFCxowZQ0JCAl27dmXKlCkYGxu/17EIIYQQryO1TgghhKHQWUfw4MGDAJiZmb30WpfGjBmDs7Nz2uvz58/Tv39/3N3dKV26NDNmzKBQoUJ8//33Oo8thBBCSK0TQghhKHTWEfTx8Xnra124fPky7du3T3u9bNkybGxsOHr0KFZWVnz++ecsXbpUiqMQQgi9kFonhBDCUOSoyWKePXuGjY1N2utdu3bRtGlTrKysAKhevTqhoaFqpSeEEEK8N6l1QgghsoLelo8AiI+PZ/369Zw5c4aYmBi0Wu1L+zUaDQsWLEh3e8WLFycgIIA+ffpw48YNLly4wLfffpu2PzIyEnNzc53lL4QQQryL1DohhBA5kd46gqGhoTRo0ICQkBDs7OyIiYnB3t6e6OhoUlJScHR0xNraOkNtduvWjXHjxnH37l0uXrxIvnz5aNOmTdr+06dPU6ZMGV0fihBCCPFaUuuEEELkVHp7NHTYsGHExMRw8uRJrl27hqIorF69mtjYWCZNmoSlpSW7d+/OUJsjR47khx9+4M6dOzg5ObFp0ybs7OyA1Cukhw4donXr1no4GiGEEOJVUuuEEELkVHq7I3jgwAEGDhxIjRo1iIyMBFKn0TY3N2fYsGFcvnyZr7/+mu3bt6c/WRMTJkyYwIQJE17ZZ29vz4MHD3SWvxBCCPEuUuuEEELkVHq7I/j8+XNKlCgBgI2NDRqNhpiYmLT9tWrV4tixY/oKL4QQQuid1DohhBA5ld7uCDo5OREWFpYaxMSEokWLcvLkSdq1awfApUuXsLCwyHC7uh6UL4QQQmSW1DohhBA5ld46gg0bNmTz5s389NNPAPTq1YtffvmFqKgotFoty5Yto0ePHhlqUx+D8l9ISEjgxx9/ZNmyZURFReHu7s7PP//Mhx9++M7P7tu3jwkTJnD+/HmSk5MpU6YMgwcP5pNPPslULkIIIXIGqXVS64QQIqfS26OhP/zwAyNHjiQhIQGAESNG0LNnT9atW8fmzZvp2rUrU6dOzVCb+hiU/0KvXr2YOnUq3bp1Y/r06RgbG9O8efN3PtKzZcsWGjduTGJiImPGjGHChAlYWlrSo0cPpk2blqlchBBC5AxS66TWCSFETqXTO4IjRoygc+fOuLu74+TkhJOTU9o+CwsL5s+fz/z58zPdvj4G5QP4+/uzatUqJk+ezNChQwHo0aMHbm5ufPfdd5w4ceKNn505cyaFCxfmwIEDaes69e/fn3LlyrF48WKGDBmSyaMVQgiRHUmtk1onhBCGQKd3BH/99VcuXLiQ9joiIgJjY2MOHDigk/b1NSh/3bp1GBsb069fv7RtFhYW9O3bF19fX+7cufPGzz558oR8+fK9tLiviYkJjo6OWFpaZjgXIYQQ2ZvUulRS64QQImfT26OhLyiKorO23jQo/4XMDsoPDAykTJky2NjYvLS9Ro0aAAQFBb3xs/Xr1+fixYuMHj2aGzducPPmTcaPH8+pU6f47rvvMpyLEEKInEdqnRBCiJxGb5PF6IM+BuUD3L9/n8KFC7+y/cW2e/fuvfGzo0ePJjg4mAkTJvDzzz8DYGVlxfr162nTps1b465cuZKVK1e+cX9SUlKWLhp89+7dLIuXlbEMPZ4hH1tWxzPkY8vqeFl9bGfOnMmyWPomtU6/DPnnwJDjGfKxZXU8Qz62rI6X42udokMajUb5559/0l4/fvxY0Wg0yv79+3XSfmhoqLJu3TolPj5eURRFiYuLU/r27avY2dkpDg4OSs+ePZWYmJgMt+vi4qI0a9bsle03b95UAGXatGlv/GxSUpIyatQopUOHDsrKlSuV5cuXK97e3oq1tbXi6+ub4Vz+rVWrVu/1+ewcz5CPLavjGfKxZXU8Qz62rI5nyMcmtU5qXXaMZejxDPnYsjqeIR9bVsfL6cem8zuCISEhab3VF2Marl+/jp2d3WvfX6VKlXS3rY9B+QCWlpZpM779W3x8fNr+Nxk0aBAnT57kzJkzGBmlPmnbsWNHKlasyFdffYWfn9975SaEECL7kVontU4IIXI6nXcER48ezejRo1/aNnDgwFfepygKGo2GlJQUXaeQYYULF+bu3buvbL9//z4ARYoUee3nEhMTWbBgAd99911aYQQwNTWlWbNmzJw5k8TERMzMzPSTuBBCCFVIrZNaJ4QQOZ1OO4KLFi3SZXNZxsPDg4MHD/LkyZOXBtG/uMLp4eHx2s9FRESQnJz82gKflJSEVqvNFsVfCCGE7kit+x+pdUIIkXPptCPYs2dPXTaXZT7++GOmTJnCvHnz0tZWSkhIYNGiRXh5eVG8eHEAbt++zfPnzylXrhwABQoUwM7Ojo0bNzJu3Li0q6GxsbFs3bqVcuXKybTaQghhYKTWSa0TQghDkKNmDdUXLy8vOnTowPDhwwkPD6d06dIsWbKEkJAQFixYkPa+Hj16cPjw4bRpwo2NjRk6dCijRo2iZs2a9OjRg5SUFBYsWEBYWBjLly9X65CEEEKIl0itE0II8W/SEfx/S5cuZfTo0SxbtoyoqCjc3d3Ztm0b3t7eb/3cyJEjKVmyJNOnT2fs2LEkJCTg7u7OunXraN++fRZlL4QQQryb1DohhBAvSEfw/1lYWDB58mQmT578xvccOnTotdu7du1K165ddZ5Tly5ddN5mdolnyMeW1fEM+diyOp4hH1tWxzPkY8vJpNbJz0FOjWfIx5bV8Qz52LI6Xk4/No3y4tkPIYQQQgghhBC5gtG73yKEEEIIIYQQwpBIR1AIIYQQQgghchnpCAohhBBCCCFELiMdQSGEEEIIIYTIZaQjKIQQQgghhBC5jHQEs5mEhAS+//57ihQpgqWlJV5eXuzdu1cvsQICAhg0aBAVK1YkT548ODk50bFjR65du6aXeP81YcIENBoNbm5ueotx5swZWrdujb29PVZWVri5uTFjxgy9xLp+/TqdO3emWLFiWFlZUa5cOcaNG8fz58/fq93Y2Fh++uknmjZtir29PRqNhsWLF7/2vZcvX6Zp06ZYW1tjb2/PJ598wqNHj3QaS6vVsnjxYlq3bk3x4sXJkycPbm5u/Pzzz8THx+vt2F5ISkqiQoUKaDQapkyZord4Wq2W2bNn4+HhgaWlJQ4ODjRs2JCzZ8/qPNaaNWuoWbMmdnZ2ODg44OPjw/bt29N9XBn5WX7fcyS98XR5nmTmd9X7nCdC/7Kq1qld58Cwap2+6hxIrfsvqXWvklr3qveudYrIVjp37qyYmJgoQ4cOVebOnavUqlVLMTExUY4eParzWO3bt1cKFSqkDB48WPn777+V8ePHKwULFlTy5MmjnD9/Xufx/u3OnTuKlZWVkidPHqVixYp6ibF7927FzMxM8fLyUqZOnarMmzdP+f7775Vhw4bpPNbt27cVOzs7xdnZWfnll1+UuXPnKr169VIApXXr1u/VdnBwsAIoTk5OSv369RVAWbRo0Svvu3PnjuLo6KiUKlVKmT59ujJhwgQlX758SuXKlZWEhASdxXr69KkCKDVr1lR+/vlnZd68eUrv3r0VIyMjpX79+opWq9X5sf3b77//ruTJk0cBlMmTJ6c7Vkbj9ezZUzExMVH69Omj/P3338off/yh9OzZU9mzZ49OY82YMUMBlBYtWiizZ89Wpk2bplSuXFkBlPXr16crVnp/lnVxjqQ3ni7Pk8z8rnqf80ToX1bVOjXrnKIYVq3TZ51TFKl1/yW17lVS6171vrVOOoLZiJ+f3yv/I+Pi4pRSpUoptWrV0nm848ePv/IDce3aNcXc3Fzp1q2bzuP9W6dOnZSGDRsqPj4+eimOMTExSsGCBZWPPvpISUlJ0Xn7/zVhwgQFUC5cuPDS9h49eiiAEhkZmem24+Pjlfv37yuKoigBAQFv/CU7YMAAxdLSUgkNDU3btnfvXgVQ5s6dq7NYCQkJyvHjx1/57NixYxVA2bt3bzqPLP3H9sLDhw8VW1tbZdy4cZn6pZfeeKtXr1YAZcOGDRlqPzOxXF1dlerVq79ULGJiYhRra+t0/3GV3p9lXZwj6Y2ny/Mko7+r3vc8EfqVlbVOzTqnKIZV6/RZ5xRFat2/Sa17Pal1L9NFrZNHQ7ORdevWYWxsTL9+/dK2WVhY0LdvX3x9fblz545O49WuXRszM7OXtrm6ulKxYkUuX76s01j/duTIEdatW8cff/yhtxgrVqzg4cOHTJgwASMjI549e4ZWq9VbvCdPngBQsGDBl7YXLlwYIyOjV77PGWFubk6hQoXe+b7169fTsmVLnJyc0rY1atSIMmXKsGbNGp3FMjMzo3bt2q9s/+ijjwAydO6k99he+OGHHyhbtizdu3dP92cyE2/q1KnUqFGDjz76CK1Wy7Nnz/QW68mTJxQoUACNRpO2zcbGBmtraywtLdMVK70/y7o4R9IbT5fnSUZ/V73veSL0KytrnVp1Dgyv1umzzoHUun+TWvd6UutepotaJx3BbCQwMJAyZcpgY2Pz0vYaNWoAEBQUpPccFEXh4cOHODo66qX9lJQUBg8ezKeffkqlSpX0EgNg37592NjYcPfuXcqWLYu1tTU2NjYMGDAgw89sp0f9+vUB6Nu3L0FBQdy5c4fVq1cze/ZsvvzyS/LkyaPzmP929+5dwsPDqVat2iv7atSoQWBgoF7jAzx48ABAb+eOv78/S5Ys4Y8//nipkOjakydP8Pf3p3r16owYMQJbW1usra1xcXHJUAFJr/r167Nr1y7+/PNPQkJCuHLlCl988QUxMTF89dVXmW73vz/L+j5H0vu7Q1fnyZviZdV5IjJP7Vqn7zoHhlnr1K5zILVOl6TW6Sbem+SUWicdwWzk/v37FC5c+JXtL7bdu3dP7zn8888/3L17l06dOuml/Tlz5hAaGsr48eP10v4L169fJzk5mTZt2tCkSRPWr19Pnz59mDNnDr1799Z5vKZNmzJ+/Hj27t2Lp6cnTk5OdO7cmcGDBzNt2jSdx/uv+/fvA7zx/ImMjCQhIUGvOfz222/Y2NjQrFkznbetKAqDBw+mU6dO1KpVS+ft/9vNmzdRFIVVq1axcOFCfvvtN/755x/y589P586d2bVrl07jzZgxg/r16/Pll19SsmRJypcvz5o1a9i/f/97Het/f5b1fY6k93eHrs6T18XLyvNEZJ7atU7fdQ4Ms9apXedAap0uSa3TTbw3ySm1zuS9Pi10Ki4uDnNz81e2W1hYpO3XpxdXZ2rVqkXPnj113n5ERAQ//vgjo0ePJn/+/Dpv/99iY2N5/vw5n3/+edrMae3atSMxMZG5c+cybtw4XF1ddRqzRIkSeHt70759exwcHNi+fTsTJ06kUKFCDBo0SKex/uvFufGu8+d1+3Vh4sSJ7Nu3j1mzZmFnZ6fz9hcvXsz58+dZt26dztv+r9jYWCD1fD158iReXl4AtG7dmpIlS/Lzzz/TtGlTncWzsrKibNmyFCtWjJYtW/L06VOmTZtGu3btOHr0KKVLl85wm6/7WdbnOZLe3x26Ok/eFC8rzxOReWrWOn3XOTDsWqdmnQOpdboktU5qHUhHMFuxtLR87VWKF493pPcZ6sx48OABLVq0wNbWNm38hq6NGjUKe3t7Bg8erPO2/+vF96pLly4vbe/atStz587F19dXp8Vx1apV9OvXj2vXrlGsWDEgtRhrtVq+//57unTpgoODg87i/deL41Xj/Fm9ejWjRo2ib9++DBgwQOftP3nyhOHDhzNs2DCKFy+u8/b/68X3qWTJkmmFEcDa2ppWrVqxfPlykpOTMTHRza/PDh06YGJiwtatW9O2tWnTBldXV0aOHMnq1asz1N6bfpb1dY6k93eHrs6TN8XL6vNEZJ5atS4r6hwYbq1Tu86B1DpdklqXMYZa6+TR0GykcOHCabe0/+3FtiJFiuglbkxMDM2aNSM6Oppdu3bpJc7169eZN28eX375Jffu3SMkJISQkBDi4+NJSkoiJCSEyMhIncV7cQz/HdReoEABAKKionQWC2DWrFl4enqmFccXWrduzfPnz/U+buHFIxBvOn/s7e31coV079699OjRgxYtWjBnzhydtw8wZcoUEhMT6dSpU9p5ExYWBqT+fwwJCSExMVFn8d507kDq+ZOUlJSpAfWvc+vWLXbt2kXr1q1f2m5vb0/dunU5fvx4htp728+yPs6R9P7u0NV58rZ4WX2eiMxTo9ZlRZ0Dw651atc5kFontS6V1DrdnSfSEcxGPDw8uHbtWtrMXC/4+fml7de1+Ph4WrVqxbVr19i2bRsVKlTQeQxIHbyr1WrTng1/8eXn58e1a9coWbIk48aN01m8qlWrpsX9txdjT3T9uM7Dhw9JSUl5ZXtSUhIAycnJOo33X0WLFiV//vycOnXqlX3+/v56OXf8/Pz46KOPqFatGmvWrNHZVcP/un37NlFRUVSsWDHtvKlXrx6Q+vhFyZIluXTpks7iFSlShEKFCr1y7kDq+WNhYUHevHl1Euvhw4cAbzx3MnLevOtnWdfnSHp/d+jqPHlXvKw+T0TmZXWty6o6B4Zd69SucyC1Tmqd1DqdnycZXnBC6M3JkydfWQckPj5eKV26tOLl5aXzeMnJyUrr1q0VExMTZfv27Tpv/98ePXqkbNy48ZWvihUrKk5OTsrGjRuVc+fO6SzemTNnFEDp2rXrS9u7dOmimJiYKHfv3tVZLEVRlJYtWypmZmbK1atXX9retm1bxcjISGfx3rZGz+eff65YWloqt2/fTtu2b98+BVBmz56t01iXLl1SHBwclIoVK7732lHvinf69OlXzpu5c+cqgNKrVy9l48aNSnR0tM7iKYqifPXVVwrw0oK6jx49UmxsbJTmzZvrLFZ4ePhrF529c+eOYm1trTRt2jRd7af3Z1lX50h64+nqPElPPH2dJ0L3srLWZWWdUxTDrnVZVecURWqd1LrXk1qn+/NEoyiKkpkeq9CPjh07snHjRoYMGULp0qVZsmQJ/v7+7N+/H29vb53G+vrrr5k+fTqtWrWiY8eOr+zPijW46tevz+PHj7lw4YLO2+7bty8LFy6kY8eO+Pj4cOjQIdauXcvw4cOZOHGiTmMdOXKEhg0b4uDgwKBBg3BwcGDbtm3s3LmTTz/9lL///vu92p85cybR0dHcu3eP2bNn065dOzw9PQEYPHgwtra23LlzB09PT+zs7Pjqq6+IjY1l8uTJFCtWjICAgHQ/CvGuWEZGRlSsWJG7d+8yceJEihYt+tLnS5UqlaFZrNJzbP8VEhJCyZIlmTx5MkOHDk13rPTGe/jwIZ6ensTGxvLNN99ga2vLnDlzuHPnDr6+vlSuXFlnsT777DPmz59PgwYNaNeuHU+fPmXWrFncv3+fAwcOpOvnPr0/y7o6R9IT7+nTpzo7TzL7u+p9zhOhX1lV67JDnQPDqHX6rnMgte6/pNa9TGqdHmpdprutQi/i4uKUoUOHKoUKFVLMzc2V6tWrK7t27dJLLB8fHwV441dW8PHxUSpWrKiXthMTE5UxY8Yozs7OiqmpqVK6dGll2rRpeomlKIri5+enNGvWTClUqJBiamqqlClTRpkwYYKSlJT03m07Ozu/8f9TcHBw2vsuXLigNG7cWLGyslLs7OyUbt26KQ8ePNBprODg4LeeNz179tTLsf3bixz+fUdB1/Fu3rypfPTRR4qNjY1iaWmpNGzYUPH399d5rKSkJOXPP/9UPDw8FGtra8Xa2lpp0KCBcuDAgXTHycjPsi7OkfTE0+V5ktnfVe9zngj9yqpalx3q3Is8DKHW6bPOKYrUuv+SWvcyqXWv9z7nidwRFEIIIYQQQohcRiaLEUIIIYQQQohcRjqCQgghhBBCCJHLSEdQCCGEEEIIIXIZ6QgKIYQQQgghRC4jHUEhhBBCCCGEyGWkIyiEEEIIIYQQuYx0BIUQQgghhBAil5GOoBBCCCGEEELkMtIRFEIIIYQQQohcRjqCQogMKVGiBC1btlQ7DSGEEEJvpNaJ3EA6gkKobMyYMWg0Gh4/fvza/W5ubtSvXx+A+vXro9Fo3vk1ZswYAFJSUli0aBH169fH3t4ec3NzSpQoQe/evTl16lQWHaEQQojcTmqdEP/X3r2ERNn2cRz/zuOL6VCmpkmZqbmwtCQwRKK0AxpjptgJF0WlmRuRiEDTKOwALhJBo4NBOpEoHSSoVNwkFgpmi4jKoGw0gwzKyBqLRnsW8czLvPq86Khp+vvs7uu+uA6rH//7OPX8Z7IXICIjl5+fz/79++3HDx8+pKSkhLy8PJYtW2Zvj4iIoL+/n61bt1JfX09MTAx5eXl4e3tjsVi4du0aZrOZrq4uFi1aNBlbERERGZayTuT3UCEo8geJi4tzOHZzc6OkpIS4uDj7ldR/ZGVlUV9fT3FxMQcPHnQ4d/z4cYqLiyd4tb+H1WrFaDRO9jJERGScKOuGUtbJRNCjoSLTUHd3NxcvXiQuLm5IMAK4uLhw+PDhMV0hffDgAVFRUbi5ubFkyRKuXLkypE9HRwc7duzA29sbo9FIdHQ0d+/edehTUVGBwWDAYrE4tDc2NmIwGGhsbLS3rVu3juXLl/Po0SNiYmIwGo3k5eUB0NbWxqZNm/Dx8cHd3Z3g4GDS0tKc3p+IiExtyjplnYyN7giKTEN1dXXYbDZ27949IeO/fPmS7du3k56ezp49e7h8+TJ79+4lMjKS8PBwAHp6eli9ejVWq5Xs7GzmzZuH2WwmKSmJGzdukJKS4tTcHz58wGQykZqayq5du/Dz8+P9+/fEx8fj6+tLbm4unp6eWCwWampqxnPbIiIyhSjrlHUyNioERaah58+fA7BixYoJGf/Fixc0NTWxdu1aAHbu3ElAQADl5eWcOXMGgMLCQnp6erh//z5r1qwBICMjg4iICA4dOkRycjJ//TX6hxLevXvHhQsXyMzMtLfdunWL3t5eGhoaWLVqlb391KlTY9mmiIhMYcq6X5R14iw9GioyDX3+/BmAOXPmTMj4YWFh9mAE8PX1JTQ0lI6ODntbbW0tUVFR9mAEmD17NgcOHMBisfDs2TOn5p41axb79u1zaPP09ATgzp07/Pjxw6lxRUTkz6KsExkbFYIifwCDwTCq/h4eHgD09fVNxHJYvHjxkDYvLy96e3vtx52dnYSGhg7p988X3zo7O52a29/fH1dXV4e22NhYtm3bRkFBAT4+PiQnJ1NeXs7379+dmkNERH4/Zd1/Kevkd1AhKDLJ3NzcAOjv7x/2vNVqtfcZqaVLlwLw5MmTsS3uX7i4uAzb/vPnz1GP9W/BPzAwMGy7u7v7sGPcuHGDlpYWsrKyePv2LWlpaURGRvLly5dRr0lERMaXsk5ZJ1OPCkGRSRYYGAj8ehfhf1mtVt68eWPvM1ImkwkXFxeuXr06Lmt0RmBg4LB7am9vt5+HX1dXAT59+uTQz5mrqNHR0Zw+fZq2tjYqKyt5+vQp1dXVox5HRETGl7JOWSdTjwpBkUm2ceNGXF1dOX/+PIODgw7nysrKsNlsmEymUY0ZEBBARkYGDQ0NlJaWDjk/ODhIUVER3d3dY1r7/5OQkEBraystLS32tq9fv1JWVkZQUBBhYWEAhISEANDU1GTvNzAwQFlZ2Yjn6u3tHXKFduXKlQB6ZEZEZApQ1inrZOrRV0NFJtn8+fM5duwYR48eJSYmhqSkJIxGI83NzVRVVREfH8+WLVtGPW5RURGvXr0iOzubmpoaEhMT8fLyoquri+vXr9Pe3k5qaqq9v8FgIDY21uFfRmORm5tLVVUVJpOJ7OxsvL29MZvNvH79mps3b9q/ohYeHk50dDRHjhzh48ePeHt7U11djc1mG/FcZrOZc+fOkZKSQkhICH19fVy6dAkPDw8SEhLGZT8iIuI8ZZ2yTqYeFYIiU0B+fj5BQUGcPXuWEydOYLPZCA4OpqCggJycHKc+PW00Gqmrq6OiogKz2czJkyexWq0sXLiQDRs2UFlZib+/P4D93YIFCxaM2578/Pxobm4mJyeH0tJSvn37RkREBLdv32bz5s0OfSsrK8nMzKSwsBBPT0/S09NZv349cXFxI5orNjaW1tZWqqur6enpYe7cuURFRVFZWUlwcPC47UlERJynrFPWydRi+OnMG68iMq3U1taSmJjI48ePJ+x/TCIiIpNJWSfiSO8Iigj37t0jNTVVwSgiItOWsk7Eke4IioiIiIiIzDC6IygiIiIiIjLDqBAUERERERGZYVQIioiIiIiIzDAqBEVERERERGYYFYIiIiIiIiIzjApBERERERGRGUaFoIiIiIiIyAyjQlBERERERGSGUSEoIiIiIiIyw6gQFBERERERmWH+BnYzqSuH1TQJAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 16), constrained_layout=False)\n", + "ax = [None for _ in range(4)]\n", + "\n", + "for n in range(4):\n", + " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", + "\n", + "low = [0.8] * 4\n", + "high = [1.2] * 4\n", + "step = [0.1] * 4\n", + "coeff = [1] * 4\n", + "\n", + "caption = [\"WRF, 1980–2020\",\n", + " \"INMCM, 41 years\",\n", + " \"Vostok station, 2006–2020\",\n", + " \"Vostok station, 2006–2020 (adjusted)\"]\n", + "\n", + "for n in range(4):\n", + " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", + " ax[n].spines[axis].set_linewidth(0.5)\n", + " ax[n].tick_params(length=6, width=0.5)\n", + " ax[n].grid(color=\"0.\", linewidth=0.5)\n", + "\n", + " ax[n].set_xlim((0, 24))\n", + " ax[n].set_xticks(np.arange(0, 25, 2))\n", + " ax[n].set_xticklabels(np.arange(0, 25, 2), fontsize=\"large\")\n", + " ax[n].set_xlabel(\"UTC, hours\", fontsize=\"large\")\n", + "\n", + " ax[n].set_ylim((low[n], high[n]))\n", + " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", + " ax[n].set_yticklabels([f\"{x:.1f}\" for x in\n", + " np.arange(low[n], high[n] + step[n] / 2,\n", + " step[n]) / coeff[n]],\n", + " fontsize=\"large\")\n", + " if n > 1:\n", + " ax[n].set_ylabel(\"Fair-weather pot. gradient\\n\"\n", + " \"as a fraction of the mean\",\n", + " fontsize=\"large\")\n", + " else:\n", + " ax[n].set_ylabel(\"Ionospheric potential\\nas a fraction of the mean\",\n", + " fontsize=\"large\")\n", + "\n", + " ax[n].set_title(caption[n], fontsize=\"large\")\n", + "\n", + "fig.align_ylabels([ax[0], ax[2]])\n", + "fig.align_ylabels([ax[1], ax[3]])\n", + "\n", + "for cape_thres, col, lab in zip(\n", + " [600, 800, 1000, 1200],\n", + " [\"blue\", \"darkgreen\", \"red\", \"brown\"],\n", + " [\"0.6 kJ/kg\", \"0.8 kJ/kg\", \"1 kJ/kg\", \"1.2 kJ/kg\"]\n", + "):\n", + " ax[0].plot(np.arange(0, 25),\n", + " wrf_diurnal[cape_thres],\n", + " linewidth=1.5, color=col, clip_on=False,\n", + " zorder=4, label=lab)\n", + " ax[1].plot(np.arange(0, 25),\n", + " inm_diurnal[cape_thres],\n", + " linewidth=1.5, color=col, clip_on=False,\n", + " zorder=4, label=lab)\n", + "\n", + "ax[2].plot(np.append(np.insert(np.arange(0.5, 24, 1), 0, 0), 24),\n", + " vostok_diurnal,\n", + " linewidth=1.5, color=\"purple\", clip_on=False,\n", + " zorder=4)\n", + "ax[3].plot(np.append(np.insert(np.arange(0.5, 24, 1), 0, 0), 24),\n", + " vostok_diurnal_adjusted,\n", + " linewidth=1.5, color=\"purple\", clip_on=False,\n", + " zorder=4)\n", + "\n", + "for n in range(4):\n", + " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + n), fontsize=\"x-large\",\n", + " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", + " transform=ax[n].transAxes)\n", + "\n", + "fig.subplots_adjust(hspace=0.65, wspace=1.)\n", + "\n", + "leg_width_rel = (ax[1].get_position().x1 - ax[0].get_position().x0) \\\n", + " / (ax[0].get_position().x1 - ax[0].get_position().x0)\n", + "\n", + "leg = ax[0].legend(bbox_to_anchor=(0., -0.45, leg_width_rel, 1./6), ncols=4,\n", + " loc=\"lower center\", borderaxespad=0.,\n", + " mode=\"expand\", fontsize=\"large\",\n", + " framealpha=1, edgecolor=\"0.\",\n", + " handlelength=3., handletextpad=0.5)\n", + "leg.get_frame().set_linewidth(0.5)\n", + "\n", + "fig.savefig(\"figures/ip_pg_diurnal.eps\", bbox_inches=\"tight\")" + ] + }, { "cell_type": "markdown", "id": "6d2b0559-ca51-4dd7-98e8-af08fb402886", "metadata": {}, "source": [ - "### Figure 2.5\n", - "Seasonal variation of the IP for smaller time periods" + "### Figures 2.S2 and 2.S3\n", + "Seasonal variation of the IP and Vostok PG for smaller time periods" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, "id": "5c2a949e-1c6c-409f-9a62-6012fe5900a0", "metadata": {}, "outputs": [], "source": [ - "# calculate seasonal variation parameters for different temporal parts# calculating seasonal variation parameters for different parameterisations\n", + "# calculating seasonal variation parameters for different ranges of years\n", "# 8 sets for different subplots, each set contains 12 monthly values\n", "\n", - "# monthly mean values of the IP\n", - "data = np.zeros((7, 12))\n", + "# monthly mean values of the IP or PG\n", + "data = np.zeros((8, 12))\n", "\n", "# monthly counts of days\n", - "data_counter = np.zeros((7, 12), dtype=int)\n", - "\n", - "# monthly mean values of the IP square\n", - "data_sqr = np.zeros((7, 12))\n", - "\n", - "data = np.zeros((8, 12))\n", "data_counter = np.zeros((8, 12), dtype=int)\n", + "\n", + "# monthly mean values of the IP or PG square\n", "data_sqr = np.zeros((8, 12))\n", "\n", "# to construct this figure, we divide the datasets into equal ranges of years\n", "# the dictionary keys below denote the subplot number in the figure\n", "wrf_ranges = {\n", " 0: range(1981, 1990 + 1),\n", - " 1: range(1991, 2000 + 1),\n", - " 2: range(2001, 2010 + 1),\n", - " 3: range(2011, 2020 + 1),\n", + " 2: range(1991, 2000 + 1),\n", + " 4: range(2001, 2010 + 1),\n", + " 6: range(2011, 2020 + 1)\n", "}\n", "\n", "inm_ranges = {\n", - " 4: range(0, 5),\n", - " 5: range(5, 10)\n", + " 1: range(1, 11),\n", + " 3: range(11, 21),\n", + " 5: range(21, 31),\n", + " 7: range(31, 41)\n", "}\n", "\n", "for m in range(12):\n", - " for ax_idx in range(6):\n", - " if ax_idx in [0, 1, 2, 3]:\n", + " for ax_idx in range(8):\n", + " if ax_idx in wrf_ranges.keys():\n", "\n", " # selecting the days belonging to the specific month\n", " wrf_inds = [i for i, date in enumerate(wrf_dt_indices)\n", @@ -392,7 +623,7 @@ " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", - " if ax_idx in [4, 5]:\n", + " else:\n", "\n", " # selecting the days belonging to the specific month\n", " inmcm_inds = [i for i, date in enumerate(inm_dt_indices) \n", @@ -406,34 +637,18 @@ " # calculating seasonal variation parameters\n", " data[ax_idx, m] = ip.mean()\n", " data_counter[ax_idx, m] = len(ip)\n", - " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", - "\n", - "# the last two sets are loaded from the processed PG data\n", - "# from the Vostok station generated in script #2\n", - "# the data are loaded as a dictionary with the keys `mean`, `counter`, `sqr`\n", - "# index 0: 2006–2020, index 1: 2006–2012, index 2: 2013–2020\n", - "vostok_results = np.load(\"./data/Vostok/vostok_2006_2020_results.npz\")\n", - "\n", - "# 2006–2012\n", - "data[6] = vostok_results[\"mean\"][1]\n", - "data_counter[6] = vostok_results[\"counter\"][1]\n", - "data_sqr[6] = vostok_results[\"sqr\"][1]\n", - "\n", - "# 2013–2020\n", - "data[7] = vostok_results[\"mean\"][2]\n", - "data_counter[7] = vostok_results[\"counter\"][2]\n", - "data_sqr[7] = vostok_results[\"sqr\"][2]" + " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "id": "97cc13ff-e014-4626-90ec-1c65a60bdcac", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -447,23 +662,23 @@ "ax = [None for _ in range(8)]\n", "\n", "for n in range(8):\n", - " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", + " ax[n] = fig.add_subplot(5, 4, (2*n + 1, 2*n + 2))\n", "\n", - "low = [200e3] * 6 + [100] * 2\n", - "high = [280e3] * 6 + [200] * 2\n", - "step = [20e3] * 6 + [20] * 2\n", - "coeff = [1e3] * 6 + [1] * 2\n", + "low = [200e3] * 8\n", + "high = [280e3] * 8\n", + "step = [20e3] * 8\n", + "coeff = [1e3] * 8\n", "\n", "caption = [\"WRF, 1981–1990, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", + " \"INMCM, 10 years (2–11), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1991–2000, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", + " \"INMCM, 10 years (12–21), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 2001–2010, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", + " \"INMCM, 10 years (22–31), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 2011–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 5 years (1–5), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 5 years (6–10), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"Vostok station, 2006–2012\",\n", - " \"Vostok station, 2013–2020\"]\n", + " \"INMCM, 10 years (32–41), $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", "\n", - "col = [\"royalblue\"] * 6 + [\"orangered\"] * 2\n", + "col = [\"royalblue\"] * 8\n", "\n", "for n in range(8):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", @@ -481,30 +696,19 @@ " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]).astype(int),\n", " fontsize=\"large\")\n", - " if n <= 5:\n", - " ax[n].set_ylabel(\"Monthly mean\\nionospheric potential, kV\",\n", - " fontsize=\"large\")\n", - " else:\n", - " ax[n].set_ylabel(\"Monthly mean fair-weather\\npotential gradient, V/m\",\n", - " fontsize=\"large\")\n", + " ax[n].set_ylabel(\"Monthly mean\\nionosph. potential, kV\",\n", + " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", - " ax[n].annotate(\"\", xy=(12, np.min(data[n])), xycoords=\"data\",\n", - " xytext=(12, np.max(data[n])), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0., shrinkB=0.,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " ))\n", - " # ampl = (np.max(data[n]) - np.min(data[n])) / np.mean(data[n])\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", - " np.sum(data[n] * data_counter[n]) * np.sum(data_counter[n])\n", - " ax[n].text(12.2, (np.min(data[n]) + np.max(data[n])) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270)\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[0], ax[2], ax[4], ax[6]])\n", "fig.align_ylabels([ax[1], ax[3], ax[5], ax[7]])\n", @@ -517,20 +721,155 @@ " width=0.8, color=col[n])\n", "\n", "for n in range(8):\n", - " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + n), fontsize=\"x-large\",\n", + " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 4 * (n % 2) + n // 2),\n", + " fontsize=\"x-large\",\n", + " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", + " transform=ax[n].transAxes)\n", + "\n", + "fig.subplots_adjust(hspace=0.4, wspace=1.6)\n", + "\n", + "fig.savefig(\"figures/ip_partial.eps\", bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "82e72b0a-738b-4050-b907-b421d9ecfe44", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating seasonal variation parameters for different ranges of years\n", + "# 4 sets for different subplots, each set contains 12 monthly values\n", + "\n", + "# monthly mean values of the PG\n", + "data = np.zeros((4, 12))\n", + "\n", + "# monthly counts of days\n", + "data_counter = np.zeros((4, 12), dtype=int)\n", + "\n", + "# monthly mean values of the PG square\n", + "data_sqr = np.zeros((4, 12))\n", + "\n", + "# the four sets are loaded from the processed PG data\n", + "# from the Vostok station generated in script #2\n", + "# the data are loaded as dictionaries with the keys `mean`, `counter`, `sqr`\n", + "# index 0: 2006–2020, index 1: 2006–2012, index 2: 2013–2020\n", + "vostok_results = np.load(\n", + " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", + ")\n", + "vostok_results_adjusted = np.load(\n", + " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", + ")\n", + "\n", + "# 2006–2012\n", + "data[0] = vostok_results[\"mean\"][1]\n", + "data_counter[0] = vostok_results[\"counter\"][1]\n", + "data_sqr[0] = vostok_results[\"sqr\"][1]\n", + "data[1] = vostok_results_adjusted[\"mean\"][1]\n", + "data_counter[1] = vostok_results_adjusted[\"counter\"][1]\n", + "data_sqr[1] = vostok_results_adjusted[\"sqr\"][1]\n", + "\n", + "# 2013–2020\n", + "data[2] = vostok_results[\"mean\"][2]\n", + "data_counter[2] = vostok_results[\"counter\"][2]\n", + "data_sqr[2] = vostok_results[\"sqr\"][2]\n", + "data[3] = vostok_results_adjusted[\"mean\"][2]\n", + "data_counter[3] = vostok_results_adjusted[\"counter\"][2]\n", + "data_sqr[3] = vostok_results_adjusted[\"sqr\"][2]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "f1343dd3-d445-49e1-90aa-3e426220e5c9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", + "ax = [None for _ in range(4)]\n", + "\n", + "for n in range(4):\n", + " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", + "\n", + "low = [100] * 4\n", + "high = [200] * 4\n", + "step = [20] * 4\n", + "coeff = [1] * 4\n", + "\n", + "caption = [\"Vostok station, 2006–2012\",\n", + " \"Vostok station, 2006–2012 (adjusted)\",\n", + " \"Vostok station, 2013–2020\",\n", + " \"Vostok station, 2013–2020 (adjusted)\"]\n", + "\n", + "col = [\"orangered\"] * 4\n", + "\n", + "for n in range(4):\n", + " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", + " ax[n].spines[axis].set_linewidth(0.5)\n", + " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", + " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", + " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", + "\n", + " ax[n].set_xlim((-0.5, 11.5))\n", + " ax[n].set_xticks(np.arange(12))\n", + " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", + "\n", + " ax[n].set_ylim((low[n], high[n]))\n", + " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", + " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", + " step[n]) / coeff[n]).astype(int),\n", + " fontsize=\"large\")\n", + " ax[n].set_ylabel(\"Monthly mean fair-weather\\npotential gradient, V/m\",\n", + " fontsize=\"large\")\n", + "\n", + " ax[n].set_title(caption[n], fontsize=\"large\")\n", + "\n", + " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", + " np.average(data[n], weights=data_counter[n])\n", + " draw_arrows(ax=ax[n],\n", + " miny=np.min(data[n]),\n", + " maxy=np.max(data[n]),\n", + " arrow_pos=12,\n", + " text_pos=12.2,\n", + " ampl=ampl)\n", + "\n", + "fig.align_ylabels([ax[0], ax[2]])\n", + "fig.align_ylabels([ax[1], ax[3]])\n", + "\n", + "for n in range(4):\n", + " ax[n].bar(np.arange(12), data[n],\n", + " yerr=std_error(data[n],\n", + " data_sqr[n],\n", + " data_counter[n]),\n", + " width=0.8, color=col[n])\n", + "\n", + "for n in range(4):\n", + " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 2 * (n % 2) + n // 2),\n", + " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.3, wspace=1.6)\n", "\n", - "for n in range(6, 8):\n", + "for n in range(4):\n", " for m in range(12):\n", " ax[n].annotate(f\"{data_counter[n, m]}\",\n", " xy=(m-0.15, ax[n].get_ylim()[0] + 3),\n", " rotation=270, ha=\"center\", va=\"bottom\",\n", " fontsize=\"large\", color=\"0.\")\n", "\n", - "fig.savefig(\"figures/ip_pg_partial.eps\", bbox_inches=\"tight\")" + "fig.savefig(\"figures/pg_partial_corrected.eps\", bbox_inches=\"tight\")" ] }, { diff --git a/5_IP_simulations_spatial_images.ipynb b/5_IP_simulations_spatial_images.ipynb index aac847a..8da6d9b 100644 --- a/5_IP_simulations_spatial_images.ipynb +++ b/5_IP_simulations_spatial_images.ipynb @@ -14,7 +14,7 @@ "# Seasonal variation of the simulated ionospheric potential contributions averaged over different latitudes\n", "A decomposition into contributions, comparison with temperature patterns, a new parameterisation\n", "\n", - "The source code of Figures 6.2, 6.4 and 6.6" + "The source code of Figures 2.3, 2.5 and 2.6" ] }, { @@ -74,6 +74,52 @@ { "cell_type": "code", "execution_count": 3, + "id": "1cf42d06-6fa5-4065-b51a-4092c6d2c550", + "metadata": {}, + "outputs": [], + "source": [ + "# a helper function to show the peak-to-peak amplitude\n", + "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", + " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", + " arrow_props = {\n", + " \"patchA\": None, \"patchB\": None,\n", + " \"shrinkA\": 0.0, \"shrinkB\": 0.0,\n", + " \"connectionstyle\": \"arc3,rad=0.\", \"fc\": \"black\",\n", + " \"linewidth\": 0.5\n", + " }\n", + " coords = {\n", + " \"xycoords\": \"data\",\n", + " \"textcoords\": \"data\",\n", + " \"annotation_clip\": False\n", + " }\n", + "\n", + " if inward:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\"arrowstyle\": \"-\", **arrow_props}, **coords)\n", + " \n", + " for y, yt in zip([maxy + exty, miny - exty], [maxy, miny]):\n", + " ax.annotate(\"\", xy=(arrow_pos, y), xytext=(arrow_pos, yt),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + " else:\n", + " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", + " arrowprops={\n", + " \"arrowstyle\": \"<|-|>,head_length=0.8,head_width=0.3\",\n", + " **arrow_props\n", + " }, **coords)\n", + "\n", + " ax.text(\n", + " text_pos, (miny + maxy) / 2,\n", + " f\"{ampl * 100:.0f}%\",\n", + " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "id": "61405aa1-0b4d-4a8a-85a5-3097d37c644e", "metadata": {}, "outputs": [], @@ -86,7 +132,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "b929a567-c60d-47e4-a5e3-3ca83b29d07a", "metadata": {}, "outputs": [], @@ -100,7 +146,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "4250ebc7-1c87-4ff0-bc58-faaf6732008f", "metadata": {}, "outputs": [], @@ -191,26 +237,26 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "2dd01e73-6586-4e1b-b519-4f3e84ae8940", "metadata": {}, "outputs": [], "source": [ "# the number of simulated days used for analysis\n", "wrf_N_days = 4992\n", - "inm_N_days = 3650" + "inm_N_days = 41 * 365" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "9252215e-9586-444e-bb63-b65dcb945dd6", "metadata": {}, "outputs": [], "source": [ "# dates corresponding to the indices (0 axis) of the data arrays\n", "# note: in the case of the WRF the dates correspond to real dates\n", - "# note: in the case of the INMCM the are 10 365-day years\n", + "# note: in the case of the INMCM the are 41 365-day years\n", "wrf_dt_indices = np.array(\n", " [dt.date(1980, 1, 1) + dt.timedelta(i * 3) for i in range(wrf_N_days)]\n", ")\n", @@ -221,7 +267,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "69602993-2005-4fed-b425-69575f9fd2cf", "metadata": { "editable": true, @@ -235,7 +281,7 @@ "# dictionaries where the processed data are saved\n", "# dictionary keys represent CAPE threshold values in J/kg\n", "# 500 J/kg corresponds to WRF simulations with a temperature threshold of 25 °C\n", - "# 800, 1000, 1200 J/kg correspond to usual WRF and INMCM simulations\n", + "# 600, 800, 1000, 1200 J/kg correspond to usual WRF and INMCM simulations\n", "\n", "# monthly average air temperature at the height of 2 m for different latitudes\n", "# with the shape (180, 12)\n", @@ -245,24 +291,24 @@ "# with the shape (180, 12)\n", "wrf_LATxMON_ip = {\n", " key: np.load(f\"./data/WRF/WRF_IP_{parameters}_LATxMON.npy\")\n", - " for key, parameters in zip([500, 800, 1000, 1200],\n", - " [\"500_T2_25\", \"800\", \"1000\", \"1200\"])\n", + " for key, parameters in zip([500, 600, 800, 1000, 1200],\n", + " [\"500_T2_25\", \"600\", \"800\", \"1000\", \"1200\"])\n", "}\n", "\n", "# monthly average WRF-based INMCM contributions for different latitudes\n", "# with the shape (180, 12)\n", "inm_LATxMON_ip = {\n", " key: np.load(f\"./data/INMCM/INMCM_IP_{parameters}_LATxMON.npy\")\n", - " for key, parameters in zip([800, 1000, 1200],\n", - " [\"800\", \"1000\", \"1200\"])\n", + " for key, parameters in zip([600, 800, 1000, 1200],\n", + " [\"600\", \"800\", \"1000\", \"1200\"])\n", "}\n", "\n", "# a dictionary containing arrays with the dimensions (4992, 24)\n", "# axis 0 indicates the index of the day (see `wrf_dt_indices`)\n", "wrf_hourly_total_ip = {\n", " key: np.load(f\"./data/WRF/WRF_HOURLY_TOTAL_IP_{parameters}.npy\")[:wrf_N_days]\n", - " for key, parameters in zip([500, 800, 1000, 1200],\n", - " [\"500_T2_25\", \"800\", \"1000\", \"1200\"])\n", + " for key, parameters in zip([500, 600, 800, 1000, 1200],\n", + " [\"500_T2_25\", \"600\", \"800\", \"1000\", \"1200\"])\n", "}" ] }, @@ -276,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "728962ea-6e40-4827-bbf3-0da19b8e5c5b", "metadata": {}, "outputs": [], @@ -295,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "90002efb-7421-46cc-8e64-96c6d465c617", "metadata": { "editable": true, @@ -312,18 +358,20 @@ "Model | CAPE | T2, °C | Band | % \n", "------------------------------------------\n", "WRF | 500 | 25 | 9°S–9°N | 57.53%\n", + "WRF | 600 | - | 9°S–9°N | 57.10%\n", + "INMCM | 600 | - | 9°S–9°N | 50.65%\n", "WRF | 800 | - | 9°S–9°N | 60.19%\n", - "INMCM | 800 | - | 9°S–9°N | 51.72%\n", + "INMCM | 800 | - | 9°S–9°N | 53.29%\n", "WRF | 1000 | - | 9°S–9°N | 62.30%\n", - "INMCM | 1000 | - | 9°S–9°N | 52.99%\n", + "INMCM | 1000 | - | 9°S–9°N | 55.00%\n", "WRF | 1200 | - | 9°S–9°N | 63.40%\n", - "INMCM | 1200 | - | 9°S–9°N | 53.66%\n", + "INMCM | 1200 | - | 9°S–9°N | 56.07%\n", "------------------------------------------\n", "WRF | 1000 | - | 18°S–18°N | 92.08%\n", - "INMCM | 1000 | - | 18°S–18°N | 86.08%\n", + "INMCM | 1000 | - | 18°S–18°N | 85.53%\n", "------------------------------------------\n", "WRF | 1000 | - | 30°S–30°N | 98.83%\n", - "INMCM | 1000 | - | 30°S–30°N | 96.51%\n" + "INMCM | 1000 | - | 30°S–30°N | 95.41%\n" ] } ], @@ -348,7 +396,7 @@ " # with CAPE = 1000 J/kg\n", " capes = [1000]\n", " if i == 0:\n", - " capes = [500, 800, 1000, 1200]\n", + " capes = [500, 600, 800, 1000, 1200]\n", "\n", " # iterating over different parameterisations\n", " for cape in capes:\n", @@ -360,9 +408,7 @@ "\n", " # calculating the contribution of each range \n", " # to the total IP as a percentage of the mean -> single value\n", - " wrf_portion = (\n", - " wrf_ip_MON * wrf_numdays\n", - " ).sum() / wrf_numdays.sum() / 240e3 * 100\n", + " wrf_portion = np.average(wrf_ip_MON, weights=wrf_numdays) / 240e3 * 100\n", " # note: The averaging over months takes into account the number of \n", " # days taken from the original series for each month, as a direct \n", " # averaging may lead to a slight error\n", @@ -379,9 +425,7 @@ "\n", " # calculating the contribution of each range \n", " # to the total IP as a percentage of the mean -> single value\n", - " inm_portion = (\n", - " inm_ip_MIN * inm_numdays\n", - " ).sum() / inm_numdays.sum() / 240e3 * 100\n", + " inm_portion = np.average(inm_ip_MIN, weights=inm_numdays) / 240e3 * 100\n", "\n", " print(f\"INMCM | {cape:4d} | - |{inm_band.label:>10} |\"\n", " f\" {inm_portion:>4.2f}%\")" @@ -389,7 +433,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "7cc0c763-f1ec-4ff4-b4fe-2730be6daec9", "metadata": { "editable": true, @@ -406,28 +450,34 @@ "Model | CAPE | T2,°C | Band | Min | Max | Peak-to-peak, %\n", "-------------------------------------------------------------\n", "WRF | 500 | 25 | 90°S–9°S | Aug | Feb | 208.77%\n", + "WRF | 600 | - | 90°S–9°S | Aug | Feb | 189.19%\n", + "INMCM | 600 | - | 90°S–9°S | Sep | Feb | 122.09%\n", "WRF | 800 | - | 90°S–9°S | Aug | Feb | 201.77%\n", - "INMCM | 800 | - | 90°S–9°S | Sep | Feb | 165.65%\n", + "INMCM | 800 | - | 90°S–9°S | Aug | Feb | 152.13%\n", "WRF | 1000 | - | 90°S–9°S | Aug | Feb | 215.48%\n", - "INMCM | 1000 | - | 90°S–9°S | Aug | Feb | 190.49%\n", - "WRF | 1200 | - | 90°S–9°S | Aug | Feb | 238.80%\n", - "INMCM | 1200 | - | 90°S–9°S | Aug | Feb | 212.74%\n", + "INMCM | 1000 | - | 90°S–9°S | Aug | Feb | 179.81%\n", + "WRF | 1200 | - | 90°S–9°S | Aug | Feb | 238.81%\n", + "INMCM | 1200 | - | 90°S–9°S | Aug | Feb | 202.91%\n", "-------------------------------------------------------------\n", "WRF | 500 | 25 | 9°S–9°N | Aug | Apr | 57.68%\n", + "WRF | 600 | - | 9°S–9°N | Aug | Apr | 43.97%\n", + "INMCM | 600 | - | 9°S–9°N | Sep | Apr | 18.05%\n", "WRF | 800 | - | 9°S–9°N | Aug | Apr | 52.07%\n", - "INMCM | 800 | - | 9°S–9°N | Jul | May | 29.09%\n", + "INMCM | 800 | - | 9°S–9°N | Sep | Apr | 20.28%\n", "WRF | 1000 | - | 9°S–9°N | Aug | Apr | 62.95%\n", - "INMCM | 1000 | - | 9°S–9°N | Jul | May | 32.93%\n", + "INMCM | 1000 | - | 9°S–9°N | Sep | Apr | 24.15%\n", "WRF | 1200 | - | 9°S–9°N | Aug | Apr | 72.82%\n", - "INMCM | 1200 | - | 9°S–9°N | Jul | May | 38.38%\n", + "INMCM | 1200 | - | 9°S–9°N | Sep | Apr | 30.32%\n", "-------------------------------------------------------------\n", "WRF | 500 | 25 | 9°N–90°N | Feb | Aug | 226.01%\n", + "WRF | 600 | - | 9°N–90°N | Feb | Aug | 209.79%\n", + "INMCM | 600 | - | 9°N–90°N | Mar | Jul | 154.39%\n", "WRF | 800 | - | 9°N–90°N | Feb | Aug | 220.47%\n", - "INMCM | 800 | - | 9°N–90°N | Feb | Aug | 181.46%\n", + "INMCM | 800 | - | 9°N–90°N | Feb | Jul | 171.54%\n", "WRF | 1000 | - | 9°N–90°N | Feb | Aug | 224.93%\n", - "INMCM | 1000 | - | 9°N–90°N | Feb | Jul | 190.60%\n", + "INMCM | 1000 | - | 9°N–90°N | Feb | Jul | 186.23%\n", "WRF | 1200 | - | 9°N–90°N | Feb | Aug | 226.70%\n", - "INMCM | 1200 | - | 9°N–90°N | Feb | Jul | 201.56%\n" + "INMCM | 1200 | - | 9°N–90°N | Feb | Jul | 198.91%\n" ] } ], @@ -449,7 +499,7 @@ "# iterating over the latitude ranges selected above\n", "for i, (wrf_band, inm_band) in enumerate(zip(wrf_bands, inmcm_bands)):\n", " print(\"-\" * 61)\n", - " for cape in [500, 800, 1000, 1200]:\n", + " for cape in [500, 600, 800, 1000, 1200]:\n", " #WRF\n", "\n", " # calculating the seasonal variation of IP contributions\n", @@ -486,7 +536,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "12e57219-ea3e-447b-b858-5240e2f8004b", "metadata": { "editable": true, @@ -505,22 +555,22 @@ "Model | Band | Max IP contrib.\n", "-----------------------------------\n", "WRF | 18°N–90°N | 39632.12 V\n", - "INMCM | 18°N–90°N | 55489.63 V\n", + "INMCM | 18°N–90°N | 59299.87 V\n", "-----------------------------------\n", - "WRF | 9°N–18°N | 87966.76 V\n", - "INMCM | 9°N–18°N | 81507.39 V\n", + "WRF | 9°N–18°N | 87966.78 V\n", + "INMCM | 9°N–18°N | 71795.20 V\n", "-----------------------------------\n", - "WRF | 0°–9°N | 119554.24 V\n", - "INMCM | 0°–9°N | 80137.23 V\n", + "WRF | 0°–9°N | 119554.27 V\n", + "INMCM | 0°–9°N | 80140.59 V\n", "-----------------------------------\n", - "WRF | 0°–9°S | 101478.67 V\n", - "INMCM | 0°–9°S | 89818.48 V\n", + "WRF | 0°–9°S | 101478.68 V\n", + "INMCM | 0°–9°S | 92980.69 V\n", "-----------------------------------\n", - "WRF | 9°S–18°S | 69905.52 V\n", - "INMCM | 9°S–18°S | 77321.06 V\n", + "WRF | 9°S–18°S | 69905.54 V\n", + "INMCM | 9°S–18°S | 70637.96 V\n", "-----------------------------------\n", "WRF | 18°S–90°S | 17133.10 V\n", - "INMCM | 18°S–90°S | 24639.04 V\n" + "INMCM | 18°S–90°S | 23739.31 V\n" ] } ], @@ -550,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "df0d50ea-4001-4007-9a4d-bc37b8a1be9f", "metadata": { "editable": true, @@ -591,9 +641,9 @@ "for wrf_band in wrf_bands:\n", "\n", " # when averaging, we take the area factor into account\n", - " tmp_t2 = (\n", - " wrf_LATxMON_t2[wrf_band.slice] * area_factor[wrf_band.slice, np.newaxis]\n", - " ).sum(axis=0) / area_factor[wrf_band.slice, np.newaxis].sum()\n", + " tmp_t2 = np.average(wrf_LATxMON_t2[wrf_band.slice],\n", + " axis=0,\n", + " weights=area_factor[wrf_band.slice])\n", "\n", " print(f\"WRF | {wrf_band.label:>9} | {tmp_t2.min():>3.2f}°C | {tmp_t2.max():>3.2f}°C\")" ] @@ -609,13 +659,13 @@ "tags": [] }, "source": [ - "### Figure 2.4\n", + "### Figure 2.5\n", "Decomposition of the simulated IP variation into contributions" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "34e25ddd-4815-4c70-bc3b-982cad6b65b4", "metadata": {}, "outputs": [], @@ -625,10 +675,10 @@ "wrf_bands = [LatitudeBand(t, model=\"WRF\") for t in band_names]\n", "inm_bands = [LatitudeBand(t, model=\"INMCM\") for t in band_names]\n", "\n", - "bar_data = np.zeros((6, len(band_names), 12))\n", + "bar_data = np.zeros((8, len(band_names), 12))\n", "# (subplots, strips, months)\n", "\n", - "for j, cape in enumerate([800, 1000, 1200]):\n", + "for j, cape in enumerate([600, 800, 1000, 1200]):\n", " ax_idx = j * 2\n", " for i, band in enumerate(wrf_bands):\n", " bar_data[ax_idx, i] = wrf_LATxMON_ip[cape][band.slice].sum(axis=0)\n", @@ -640,15 +690,15 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "id": "fc39428e-ea03-494e-97d7-c38ecd8cb044", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -656,23 +706,25 @@ } ], "source": [ - "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", - "ax = [None for _ in range(6)]\n", - "for n in range(6):\n", - " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", - "\n", - "low = [0e3] * 6\n", - "high = [300e3] * 6\n", - "step = [50e3] * 6\n", - "coeff = [1e3] * 6\n", - "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", + "fig = plt.figure(figsize=(10, 16), constrained_layout=False)\n", + "ax = [None for _ in range(8)]\n", + "for n in range(8):\n", + " ax[n] = fig.add_subplot(5, 4, (2*n + 1, 2*n + 2))\n", + "\n", + "low = [0e3] * 8\n", + "high = [300e3] * 8\n", + "step = [50e3] * 8\n", + "coeff = [1e3] * 8\n", + "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", + " \"WRF, 1980–2020, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1.2$ kJ/kg\"]\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1.2$ kJ/kg\"]\n", "\n", - "for n in range(6):\n", + "for n in range(8):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", @@ -696,28 +748,28 @@ "fig.align_ylabels([ax[0], ax[2], ax[4]])\n", "fig.align_ylabels([ax[1], ax[3], ax[5]])\n", "\n", - "for n in range(6):\n", + "for n in range(8):\n", " bottom_data = np.zeros(12)\n", " for k in range(len(band_names)):\n", " data = bar_data[n, k]\n", " ax[n].bar(np.arange(12), data, width=0.8,\n", " color=wrf_bands[k].color,\n", - " bottom=bottom_data,label=wrf_bands[k].title,\n", + " bottom=bottom_data, label=wrf_bands[k].title,\n", " )\n", " bottom_data += data\n", " \n", - "for n in range(6):\n", - " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + 3 * (n % 2) + n // 2),\n", + "for n in range(8):\n", + " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + 4 * (n % 2) + n // 2),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.3, wspace=1.)\n", "\n", - "leg_width_rel = (ax[5].get_position().x1 - ax[4].get_position().x0) \\\n", - " / (ax[4].get_position().x1 - ax[4].get_position().x0)\n", + "leg_width_rel = (ax[7].get_position().x1 - ax[6].get_position().x0) \\\n", + " / (ax[6].get_position().x1 - ax[6].get_position().x0)\n", "\n", - "leg = ax[4].legend(bbox_to_anchor=(0., -1./3, leg_width_rel, 1./6), ncols=6,\n", + "leg = ax[6].legend(bbox_to_anchor=(0., -1./3, leg_width_rel, 1./6), ncols=6,\n", " loc=\"lower center\", borderaxespad=0.,\n", " mode=\"expand\", fontsize=\"large\",\n", " framealpha=1, edgecolor=\"0.\",\n", @@ -732,13 +784,13 @@ "id": "5ed8b0d4-c9d0-4a9a-ab87-263350eeed15", "metadata": {}, "source": [ - "### Figure 2.2\n", + "### Figure 2.3\n", "Comparison of the seasonal patterns in IP contributions and temperatures" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "id": "57a55242-5fc1-4339-a386-297c20320f3e", "metadata": {}, "outputs": [], @@ -754,7 +806,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "id": "92d565d9-fd1f-4bff-91e7-1a5185de08a7", "metadata": {}, "outputs": [], @@ -769,7 +821,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "id": "421b6814-7f62-4325-8f40-08d9dffc720b", "metadata": {}, "outputs": [], @@ -784,7 +836,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "id": "04ac548c-47d9-4643-b26c-58b3359bd9a5", "metadata": {}, "outputs": [], @@ -806,13 +858,13 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "id": "8fc9d1a5-e75b-4dd7-971d-67d900c89207", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -902,13 +954,13 @@ "axM.coastlines(\"110m\", linewidth=0.5)\n", "\n", "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", "\n", "captionT = \"WRF, 1980–2020\"\n", "\n", "captionD = [\"WRF, 1980–2020\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", - " \"INMCM, 10 years, $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", + " \"INMCM, 41 years, $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", "\n", "for n in range(12):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", @@ -1128,25 +1180,25 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "id": "cd3ddeed-7054-46bc-9764-7324b89ad4fe", "metadata": {}, "outputs": [], "source": [ "vostok_diurnal = np.load(\n", - " \"./data/Vostok/vostok_diurnal_2006_2020.npy\"\n", + " \"./data/Vostok/vostok_diurnal_2006_2020_adjusted.npy\"\n", ")\n", "vostok_seasonal = np.load(\n", - " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", + " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", ")[\"mean\"][0]\n", "vostok_seasonal_counter = np.load(\n", - " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", + " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", ")[\"counter\"][0]" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "id": "15f1693c-53bd-448b-9388-6cf4fd53acf6", "metadata": {}, "outputs": [], @@ -1158,7 +1210,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "id": "72c110be-1294-4df7-a7d7-e3197b38a5b9", "metadata": {}, "outputs": [], @@ -1180,7 +1232,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "id": "0dc8e9ad-9444-4880-85b0-405a4f26e6bf", "metadata": {}, "outputs": [], @@ -1198,70 +1250,6 @@ " bar_data[1, i] = wrf_LATxMON_ip[500][band.slice].sum(axis=0)" ] }, - { - "cell_type": "code", - "execution_count": 25, - "id": "1cf42d06-6fa5-4065-b51a-4092c6d2c550", - "metadata": {}, - "outputs": [], - "source": [ - "# a helper function to show the peak-to-peak amplitude\n", - "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", - " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", - " if inward:\n", - " ax.annotate(\n", - " \"\", xy=(arrow_pos, miny), xycoords=\"data\",\n", - " xytext=(arrow_pos, maxy), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"-\",\n", - " patchA=None, patchB=None, shrinkA=0.0, shrinkB=0.0,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " )\n", - " )\n", - " ax.annotate(\n", - " \"\", xy=(arrow_pos, maxy + exty), xycoords=\"data\",\n", - " xytext=(arrow_pos, maxy), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0.0, shrinkB=0.0,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " )\n", - " )\n", - " ax.annotate(\n", - " \"\", xy=(arrow_pos, miny - exty), xycoords=\"data\",\n", - " xytext=(arrow_pos, miny), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0.0, shrinkB=0.0,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " )\n", - " )\n", - " else:\n", - " ax.annotate(\n", - " \"\", xy=(arrow_pos, miny), xycoords=\"data\",\n", - " xytext=(arrow_pos, maxy), textcoords=\"data\",\n", - " annotation_clip=False,\n", - " arrowprops=dict(\n", - " arrowstyle=\"<|-|>,head_length=0.8,head_width=0.3\",\n", - " patchA=None, patchB=None, shrinkA=0.0, shrinkB=0.0,\n", - " connectionstyle=\"arc3,rad=0.\", fc=\"black\",\n", - " linewidth=0.5\n", - " )\n", - " )\n", - "\n", - " ax.text(\n", - " text_pos, (miny + maxy) / 2,\n", - " f\"{ampl * 100:.0f}%\",\n", - " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", - " )" - ] - }, { "cell_type": "code", "execution_count": 26, @@ -1270,7 +1258,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1289,8 +1277,8 @@ "high = [1.2, 180] + [1.2, 300e3] * 2\n", "step = [0.1, 30] + [0.1, 50e3] * 2\n", "coeff = [1] * 2 + [1, 1e3] * 2\n", - "caption = [\"Vostok station, 2006–2020\",\n", - " \"Vostok station, 2006–2020\",\n", + "caption = [\"Vostok station, 2006–2020 (adjusted)\",\n", + " \"Vostok station, 2006–2020 (adjusted)\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 0.5$ kJ/kg, $T_0 = 25$ °C\",\n", @@ -1360,37 +1348,37 @@ "\n", "ax[2].plot(np.arange(0, 25),\n", " wrf_diurnal,\n", - " linewidth=1.5, color=\"purple\", clip_on=False,\n", + " linewidth=1.5, color=\"red\", clip_on=False,\n", " zorder=4)\n", "ax[4].plot(np.arange(0, 25),\n", " wrf_new_diurnal,\n", - " linewidth=1.5, color=\"purple\", clip_on=False,\n", + " linewidth=1.5, color=\"red\", clip_on=False,\n", " zorder=4)\n", "\n", "# arrows and amplitudes\n", "for ax_number, data_diurnal in zip(\n", " [0, 2, 4], [vostok_diurnal, wrf_diurnal, wrf_new_diurnal]\n", "):\n", + " ampl = np.max(data_diurnal) - np.min(data_diurnal)\n", " draw_arrows(ax=ax[ax_number],\n", " miny=np.min(data_diurnal),\n", " maxy=np.max(data_diurnal),\n", " arrow_pos=25,\n", " text_pos=25.2,\n", - " ampl=np.max(data_diurnal) - np.min(data_diurnal))\n", + " ampl=ampl)\n", "\n", "# seasonal variation of the PG\n", "ax[1].bar(np.arange(12), vostok_seasonal, width=0.8, color=\"orangered\")\n", "\n", "# arrows for the seasonal variation of the PG\n", - "vostok_ampl = (vostok_seasonal.max() - vostok_seasonal.min())\n", - "vostok_ampl /= (\n", - " vostok_seasonal * vostok_seasonal_counter\n", - ").sum()/vostok_seasonal_counter.sum()\n", - "\n", + "vostok_ampl = (vostok_seasonal.max() - vostok_seasonal.min()) / \\\n", + " np.average(vostok_seasonal, weights=vostok_seasonal_counter)\n", "draw_arrows(ax=ax[1],\n", " miny=np.min(vostok_seasonal),\n", " maxy=np.max(vostok_seasonal),\n", - " ampl=vostok_ampl)\n", + " exty=high[1] / 10,\n", + " ampl=vostok_ampl,\n", + " inward=True)\n", "\n", "# seasonal variation of the IP (decomposed into contributions)\n", "for n in range(2):\n", @@ -1407,24 +1395,22 @@ "variation_500 = wrf_LATxMON_ip[500].sum(axis=0)\n", "for ax_number, seasonal_variation in zip([3, 5],\n", " [variation_1000, variation_500]):\n", - " seasonal_ampl = (seasonal_variation.max() - seasonal_variation.min())\n", - " seasonal_ampl /= (\n", - " seasonal_variation * wrf_numdays\n", - " ).sum()/wrf_numdays.sum()\n", + " seasonal_ampl = (seasonal_variation.max() - seasonal_variation.min()) / \\\n", + " np.average(seasonal_variation, weights=wrf_numdays)\n", " draw_arrows(ax=ax[ax_number],\n", " miny=seasonal_variation.min(),\n", " maxy=seasonal_variation.max(),\n", - " exty=30e3,\n", + " exty=high[ax_number] / 10,\n", " ampl=seasonal_ampl,\n", " inward=True)\n", " \n", "for n in range(0, 5, 2):\n", - " ax[n].text(-0.27, 1.05, chr(ord(\"a\") + n),\n", + " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + n),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "for n in range(1, 6, 2):\n", - " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + n),\n", + " ax[n].text(-0.30, 1.05, chr(ord(\"a\") + n),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", diff --git a/data/INMCM/INMCM_HOURLY_TOTAL_IP_1000.npy b/data/INMCM/INMCM_HOURLY_TOTAL_IP_1000.npy index 04d08ab156d1ec2acdc5695d6bdc791469eafbff..83f3bc2c63b5c4490ce0bb20f4032e18e3bc821b 100644 GIT binary patch literal 1436768 zcmbT8gLmBd_y23V-P*R1CJh=sVkZ-GCWB;ROgJ%W8(Z63+qP|YYj@k<{e1s~-=5Qx z-JaQ*dB1S)Q#VuGd|f>PDpyLYl+`0znH-hW!?a_MQL3Rm`gZK0icd;OiqMC}Cq*m& z_xJV@vB^sL`($-Qf>Qpw=b)h@hY#!9aq!SyeLLoK{Qvo<&Z)P)RO#VEpwf??UT%DA z<3@{~PE5b-$Md$)tnH*`R96jmw9&Zkh`=d5m1(U?Xz^?;`+JOM&cEeYa`@nH;O*sjj&uoS&?+y^&v543B|EaR?Ff2d$A-1`)ZJ>&3HeOLr2rh> zMWef_q`z$hii1E7~9!L3uGESS65o=#Udm>HE 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zsn9#<{upq`H3&Ma2mc>|(+3Tm2uti_-E4O;#R8LpM*_stz`mP^f00~3-|pu?d3%dz8{p{rd(%f$OmX(fI}W!1=aNSs8ebS& z;+7tl{jG_XczPx3fkcr7?mVoJFn0>%?|m3{b^-FUn`A+P=36E~XgYBd#c-}oe=%<7 z4<>2U^ZtznI6s)Qz5B~O1B`q85A%DPV&9=4H^tGipX8-~zBpif%r_)>kHO5A>XhqiZ`NmKSl38l)|BX7qkuJ;CbT2C`B_7u=>YsAjK z&2h_25q%xVKj|Wxu9a_zv(sePkG!|Q)3mat$`XA{{9`vcpbq$l?N(r^0ew`vx%~#< qWBv40%X5ggFD **_Note:_** As soon as the articles are published, we will add links to them here. -## Short Description of the Scripts +## A Short Description of the Scripts -> **_Note:_** We use some data sets containing ionospheric potential values simulated via climate and weather forecasting models. Since these raw data sets are very large (around 350 Gb), we only upload preprocessed lower-dimensional data sets (around 20 Mb) to the repository. This preprocessing can be reproduced using the script `0_prepare_data.ipynb`, but this would require downloading the raw data sets from https://eee.ipfran.ru/files/seasonal-variation-2024/. +> **_Note:_** We use some data sets containing ionospheric potential values simulated via climate and weather forecasting models. Since these raw data sets are very large (around 350 Gb), we only upload preprocessed lower-dimensional data sets (around 30 Mb) to the repository. This preprocessing can be reproduced using the script `0_prepare_data.ipynb`, but this would require downloading the raw data sets from https://eee.ipfran.ru/files/seasonal-variation-2024/. * `1_Earlier_measurements_images.ipynb`: the seasonal variation of the GEC based on the results of earlier studies (with the data taken from other sources) * `2_Vostok_measurements_images.ipynb`: the seasonal variation and a diurnal-seasonal diagram for the GEC on the basis of potential gradient data from Vostok (both the new data for 2006–2020 and the earlier data for 1998–2001) -* `3_WRF_T2_images.ipynb`: the seasonal variation of air temperature at the height of 2 m (`T2m`) averaged over different latitude ranges -* `4_IP_simulations_temporal_images.ipynb`: the seasonal variation of simulated IP values for different models and parameterisations -* `5_IP_simulations_spatial_images.ipynb`: the decomposition of the seasonal variation into contributions to the IP from different latitude ranges and a new parameterisation of the IP +* `3_CAPE_T2_images.ipynb`: the seasonal variation of air temperature at the height of 2 m (`T2`) averaged over different latitude ranges and the distribution of CAPE in the tropics in different models +* `4_IP_simulations_temporal_images.ipynb`: the seasonal and diurnal variations of simulated ionospheric potential values for different models and parameterisations +* `5_IP_simulations_spatial_images.ipynb`: the decomposition of the seasonal variation into contributions to the ionospheric potential from different latitude ranges and a new parameterisation of the ionospheric potential > **_Note:_** The scripts should be executed sequentially one after another; at the very least, scripts 4 and 5 should be run after script 2. This is necessary because script 2 saves intermediate arrays of preprocessed data from the Vostok station, which are used in scripts 4 and 5. -## Detailed Description of the Scripts +## A Detailed Description of the Scripts -> **_Note:_** Here and throughout the script descriptions, it will be specified which calculations correspond to which figures. The figure number is presented in the format 1.x or 2.x, where the first digit refers to the article (Part 1 or Part 2) and the second digit indicates the figure number within the article. If the figure number starts with the letter "S" (e.g., 1.S1), it refers to a figure in the Supporting Information for the corresponding article. +> **_Note:_** Here and throughout the script descriptions, it will be specified which calculations correspond to which figures. The figure number is presented in the format 1.x or 2.x, where the first digit refers to the article (Part 1 or Part 2) and the second part indicates the figure number within the article. If the figure number starts with the letter "S" (e.g., 1.S1), it refers to a figure in the Supporting Information for the corresponding article. ### 1. The script `1_Earlier_measurements_images.ipynb` @@ -81,6 +81,8 @@ Since in paper we focus on studying monthly mean values, using hourly dataframes Such daily-resolution arrays are stored in the variables `daily_df` and `daily_edf`. +> **_Note:_** At this stage we also save the average hourly values in the temporary file `vostok_diurnal_2006_2020.npy` to facilitate plotting later figures. + #### 2.5. Constructing Figure 1.2, Figure 1.S1 and Figure 1.S2 Figure 1.2 illustrates the seasonal variation (based on the new data) across different multi-year periods. To create it, we used the prepared data (daily_df) and helper functions to compute the mean values, the number of fair-weather days and the standard errors for three data sets: @@ -89,7 +91,7 @@ Figure 1.2 illustrates the seasonal variation (based on the new data) across dif 2. The same data for 2006–2012. 3. The same data for 2013–2020. -> **_Note:_** The data from this figure are saved in the temporary file `vostok_2006_2020_results.npz` for use in the second article. This helps us to avoid duplicating the code or merging the code to build different entities in a single cumbersome file. +> **_Note:_** The data from this figure are saved in the temporary file `vostok_2006_2020_results.npz` for use in plotting later figures. This helps us to avoid duplicating the code or merging the code to build different entities in a single cumbersome file. Figure 1.S1 illustrates the seasonal variation (based on the new data) for individual years. Using the same process as was employed in the case of Figure 1.2, we compute the mean values, the number of fair-weather days and standard errors, but this time for each year separately (we obtain 15 data sets, one for each year in 2006-2020). @@ -123,9 +125,11 @@ The procedure for identifying correlations, determining the regression coefficie We apply the solar-wind-imposed correction to two data sets: `meteo_solar_df` (obtained from merging `meteo_df` with `swip_df`; here the potential gradient values are adjusted for both meteorological influences and the solar wind) and `solar_df` (which takes into account only the correction for solar wind). -##### 2.7.3. Construct Figure 1.5 and Figure 1.S3 +> **_Note:_** The adjusted data are saved in the temporary file `vostok_2006_2020_results_adjusted.npz` for use in plotting later figures. + +#### 2.8. Constructing Figure 1.5 and Figure 1.S3 -Finally, we construct Figures 1.5 and 1.S3 using the prepared data in the same manner as it was done for Figures 1.2 and 1.3. +We construct Figures 1.5 and 1.S3 using the prepared data in the same manner as it was done for Figures 1.2 and 1.3. Figure 1.5 presents the monthly mean fair-weather potential gradient at the Vostok station under different conditions: @@ -140,13 +144,27 @@ Each subplot visualises the seasonal variation for the corresponding data set, w Figure 1.S2 shows the same data as panel 1 of Figure 1.5, but the analysis is based on our own calculations rather than on those by Burns et al. (2012). -### 3. The script `3_WRF_T2_images.ipynb` +#### 2.9. Hourly data adjustment for future use + +Finally, we perform procedures similar to those described in section 2.7 above to adjust hourly values of the potential gradient at Vostok for meteorological influences and for the solar-wind-imposed potential difference (we will need these data later). To this end, we employ a 6-hour time series of meteorological parameters (namely, temperature and wind speed at 0:00, 6:00, 12:00 and 18:00 UTC) and interpolate them to estimate values at 0:30, 1:30, 2:30 UTC and so on (`full_temp_df`, `full_wind_df`); we merge these data with hourly electric field values (corresponding to averages over 0:00–1:00, 1:00–2:00, 2:00–3:00 UTC and so on) and with the hourly data from `swip_df` (also corresponding to 0:30, 1:30, 2:30 UTC and so on) to obtain the data set `full_meteo_solar_df`. To remove the unnecessary variability from the potential gradient data, we use the same regression coefficients earlier determined for the diurnal mean values. + +> **_Note:_** The average adjusted hourly values are saved in the temporary file `vostok_diurnal_2006_2020_adjusted.npy` to facilitate plotting later figures. + +### 3. The script `3_CAPE_T2_images.ipynb` + +This script calculates the seasonal variation of air temperature at the height of 2 m (`T2`), derived from global simulations of atmospheric dynamics, and presents distributions of CAPE values in the tropics (more precisely, within 30°S–30°N) in different models. -This script calculates the seasonal variation of air temperature at the height of 2 m (`T2m`), derived from global simulations of atmospheric dynamics. +#### 3.1. Plotting Figures 1.4 and 2.4 In the script the average temperatures for different latitudes and months are loaded from `WRF_T2_MONxLAT.npy` (see the data description below). -The temperature is then averaged across the latitude ranges of 20°S–20°N, 30°S–30°N, 40°S–40°N and 50°S–50°N, taking into account the area variation with latitude (1° wide cells at higher latitudes are weighted with a diminishing coefficient). The results of the averaging (the seasonal variation of temperature within the specified latitude bands) are presented in Figures 1.4 and 2.3, consisting of four panels each. +The temperature is then averaged across the latitude ranges of 20°S–20°N, 30°S–30°N, 40°S–40°N and 50°S–50°N, taking into account the area variation with latitude (1° wide cells at higher latitudes are weighted with a diminishing coefficient). The results of the averaging (the seasonal variation of temperature within the specified latitude bands) are presented in Figures 1.4 and 2.4, consisting of four panels each. + +#### 3.1. Plotting Figure 2.S1 + +The source data for CAPE distributions is downloaded from `WRF_CAPE_HIST.npz`, `INMCM_SCAPE_HIST.npz`, `WRF_CAPE_RAIN_HIST.npz` and `INMCM_SCAPE_RAIN_HIST.npz` (see the data description below). + +On the basis of these data the script plots Figure 2.S1, which shows histograms of CAPE for all grid columns and hours within 30°S–30°N, as well as for those grid columns and hours within the same range for which hourly precipitation is non-zero. ### 4. The script `4_IP_simulations_temporal_images.ipynb` @@ -158,33 +176,39 @@ The import of libraries and helper functions in this script is similar to the pr The first step in the script is loading the time series of the modelled ionospheric potential. Since there are quite a few of them (calculated for different models with various parameterisation settings), for consistency they are loaded into two dictionaries: `wrf_hourly_total_ip` and `inm_hourly_total_ip`. To facilitate temporal grouping, two auxiliary index arrays, `_dt_indices`, of the same length as the arrays in the dictionaries, are also created; these arrays store the series of dates corresponding to the respective ionospheric potential arrays. -| Dictionary | Key | IP Time Series | +| Dictionary | Key | Ionospheric Potential Time Series | |---|---|---| | `wrf_hourly_total_ip` | 500 | WRF model, CAPE > 500 kJ/kg, new parameterisation with T2m > 25 °C | +| `wrf_hourly_total_ip` | 600 | WRF model, CAPE > 600 J/kg | | `wrf_hourly_total_ip` | 800 | WRF model, CAPE > 800 J/kg | | `wrf_hourly_total_ip` | 1000 | WRF model, CAPE > 1000 J/kg | | `wrf_hourly_total_ip` | 1200 | WRF model, CAPE > 1200 J/kg | +| `inm_hourly_total_ip` | 600 | INMCM model with CAPE > 600 J/kg | | `inm_hourly_total_ip` | 800 | INMCM model with CAPE > 800 J/kg | | `inm_hourly_total_ip` | 1000 | INMCM model with CAPE > 1000 J/kg | | `inm_hourly_total_ip` | 1200 | INMCM model with CAPE > 1200 J/kg | -##### 4.1. Constructing Figure 2.1 +#### 4.1. Constructing Figure 2.2 -Here we average the data from the loaded arrays in the dictionaries (data sets for both models with the usual parameterisation and CAPE thresholds of 800, 1000 and 1200 J/kg) over months and construct seven plots. +Here we average the data from the loaded arrays in the dictionaries (data sets for both models with the usual parameterisation and CAPE thresholds of 600, 800, 1000 and 1200 J/kg) over months and construct eight plots. Each of these plots represents the seasonal variation for a specific model and set of parameters. Note that monthly grouping for seasonal averaging is implemented using the auxiliary index arrays described above. -Six plots use the modelling data, while the seventh is based on the data from the Vostok station. It should be noted that here we use the output from the script `2_Vostok_measurements_images.ipynb`. +Eight plots use the modelling data, while the final two are based on the data from the Vostok station (before and after adjustments). It should be noted that here we use the output from the script `2_Vostok_measurements_images.ipynb`. + +#### 4.2. Constructing Figure 2.1 + +Here we plot average diurnal variaiton curves corrsponding to the same data sets which were earlier used to plot Figure 2.2. We also use some output from the script `2_Vostok_measurements_images.ipynb`. -##### 4.2. Constructing Figure 2.5 +#### 4.3. Constructing Figures 2.S2 and 2.S3 -Figure 2.5 is constructed similarly to Figure 2.1. However, here specific summer periods are selected for averaging prior to plotting. +Figures 2.S2 and 2.S3 are constructed similarly to Figure 2.1. However, here specific periods are selected for averaging prior to plotting. ### 5. The script `5_IP_simulations_spatial_images.ipynb` -This script performs a somewhat more complex calculation. It uses the same time-averaging approaches as the previous one but additionally decomposes the IP into contributions from different latitude ranges. +This script performs a somewhat more complex calculation. It uses the same time-averaging approaches as the previous one but additionally decomposes the ionospheric potential into contributions from different latitude ranges. -This script also introduces the results obtained using a new IP parameterisation, which includes the surface air temperature (`T2m`). +This script also introduces the results obtained using a new ionospheric potential parameterisation, which includes the surface air temperature (`T2`). > **_Note:_** The description of some helper functions and helper arrays will not be provided here, as they are identical to those used in Scripts 1–4. @@ -213,11 +237,11 @@ The loaded arrays and dictionaries of arrays (see the description in Script 4) a After loading these data, various seasonal variation characteristics are calculated for different latitude ranges. These include the contribution of each latitude range to the total ionospheric potential (as a percentage), the amplitude of the seasonal variation, the months when the minimum and maximum of the seasonal variation are attained. -#### 5.3. Constructing Figures 2.2 and 2.4 +#### 5.3. Constructing Figures 2.3 and 2.5 -For Figure 2.4 we decompose the seasonal variation of the ionospheric potential into contributions and show them cumulatively. The total value in the figure is composed of contributions from specific latitude ranges: `["0-9N", "0-9S", "9S-18S", "18S-90S", "9N-18N", "18N-90N"]`. +For Figure 2.5 we decompose the seasonal variation of the ionospheric potential into contributions and show them cumulatively. The total value in the figure is composed of contributions from specific latitude ranges: `["0-9N", "0-9S", "9S-18S", "18S-90S", "9N-18N", "18N-90N"]`. -Figure 2.2 uses a similar approach to averaging the arrays; however, the contributions of individual latitude strips are plotted in separate subplots. Additionally, seasonal variation patterns for the average temperature across different latitude ranges are shown. +Figure 2.3 uses a similar approach to averaging the arrays; however, the contributions of individual latitude strips are plotted in separate subplots. Additionally, seasonal variation patterns for the average temperature across different latitude ranges are shown. > **_Note:_** While the ionospheric potential contributions from individual grid cells within latitude ranges can be summed (they are additive), this is not the case for temperature. For temperature we must calculate a weighted average, where the weighting function takes into account the variability in the grid cell area. @@ -225,9 +249,9 @@ Figure 2.2 uses a similar approach to averaging the arrays; however, the contrib This figure, which illustrates the simulated diurnal and seasonal variations according to different parameterisations, introduces the data from the new parameterisation that takes into account surface air temperature. -The data processing procedure for the seasonal variation is similar to that used in Figure 2.4. For the diurnal variation the arrays are created based on the hourly time series of the total ionospheric potential (`wrf_hourly_total_ip`), which are used exclusively for this figure. +The data processing procedure for the seasonal variation is similar to that used in Figure 2.5. For the diurnal variation the arrays are created based on the hourly time series of the total ionospheric potential (`wrf_hourly_total_ip`), which are used exclusively for this figure. -Note that we again utilise the data from the Vostok station to construct the figure. However, here we load two preprocessed data sets from previous scripts: one for the diurnal variation (`vostok_diurnal_2006_2020.npy`) and one for the seasonal variation (`vostok_2006_2020_results.npz`). +Note that we again utilise the data from the Vostok station to construct the figure. Here we load two preprocessed data sets from previous scripts: one for the diurnal variation (`vostok_diurnal_2006_2020_adjusted.npy`) and one for the seasonal variation (`vostok_2006_2020_results_adjusted.npz`). @@ -239,14 +263,17 @@ Note that we again utilise the data from the Vostok station to construct the fig - `vostok_1998_2004_hourly_80percent_all.tsv`: Hourly potential gradient data for 1998–2004, based on earlier measurements with a different field mill. Contains two columns: `Datetime` (date and time) and `Field` (potential gradient values in V/m). - `vostok_1998_2020_hourly_SWIP.txt`: Simulated (with the Weimer 2005 model) hourly solar wind imposed ionospheric potentials over the Vostok station for 1998–2020. - `vostok_daily_pressure_mm_hg.csv`, `vostok_daily_temp.csv`, `vostok_daily_wind.csv`: CSV files containing daily averaged atmospheric pressure, temperature and wind speed at the Vostok station. +- `vostok_daily_pressure_mm_hg_6h.csv`, `vostok_daily_temp_6h.csv`, `vostok_daily_wind_6h.csv`: CSV files containing daily atmospheric pressure, temperature and wind speed at the Vostok station every 6 hours (the pressure data are not actually used here, given that it did not show a statistically significant correlation with potential gradient values). #### `./data/WRF/` -- `WRF_HOURLY_TOTAL_IP_[500/800/1000/1200].npy`: `numpy` arrays containing hourly total ionospheric potential values simulated with the WRF model, assuming the CAPE threshold of 500, 800, 1000 or 1200 J/kg. Note that for the threshold of 500 J/kg a new parameterisation is applied, which also assumes a 25 °C threshold in temperature; the same applies to the next item on the list. -- `WRF_IP_[500/800/1000/1200]_LATxMON.npy`: `numpy` arrays with dimensions `(latitude, 12)`, containing monthly average contributions to the ionospheric potential from different latitude ranges simulated with the WRF model, assuming the CAPE threshold of 500, 800, 1000 or 1200 J/kg. +- `WRF_HOURLY_TOTAL_IP_[500_T2_25/600/800/1000/1200].npy`: `numpy` arrays containing hourly total ionospheric potential values simulated with the WRF model, assuming the CAPE threshold of 500, 600, 800, 1000 or 1200 J/kg. Note that for the threshold of 500 J/kg a new parameterisation is applied, which also assumes a 25 °C threshold in temperature; the same applies to the next item on the list. +- `WRF_IP_[500_T2_25/600/800/1000/1200]_LATxMON.npy`: `numpy` arrays with dimensions `(latitude, 12)`, containing monthly average contributions to the ionospheric potential from different latitude ranges simulated with the WRF model, assuming the CAPE threshold of 500, 600, 800, 1000 or 1200 J/kg. - `WRF_NUMDAYS_MON.npy`: A `numpy` array indicating the number of fair-weather days included in the monthly averages. - `WRF_T2_LATxMON.npy`: A `numpy` array with the shape `(180, 12)`, containing montly averaged temperatures at the height of 2 m (`T2m`) for each 1° wide latitude band. `T2m` are calculated with the WRF. +- `WRF_CAPE_HIST.npz`, `WRF_CAPE_RAIN_HIST.npz`: Values and 10-J/kg bin boundaries to plot histograms of CAPE within 30°S–30°N simulated with the WRF model (for all grid columns and hours and for those with non-zero precipitation) #### `./data/INMCM/` -- `INMCM_HOURLY_TOTAL_IP_[800/1000/1200].npy`: `numpy` arrays containing hourly total ionospheric potential values simulated with the INMCM model, assuming the CAPE threshold of 800, 1000 or 1200 J/kg. -- `INMCM_IP_[800/1000/1200]_LATxMON.npy`: `numpy` arrays with dimensions `(latitude, 12)`, containing monthly averaged contributions to the ionospheric potential from different latitude ranges simulated with the INMCM model, assuming the CAPE threshold of 800, 1000 or 1200 J/kg. -- `INMCM_NUMDAYS_MON.npy`: A `numpy` array indicating the number of fair-weather days included in the monthly averages. \ No newline at end of file +- `INMCM_HOURLY_TOTAL_IP_[600/800/1000/1200].npy`: `numpy` arrays containing hourly total ionospheric potential values simulated with the INMCM model, assuming the CAPE threshold of 600, 800, 1000 or 1200 J/kg. +- `INMCM_IP_[600/800/1000/1200]_LATxMON.npy`: `numpy` arrays with dimensions `(latitude, 12)`, containing monthly averaged contributions to the ionospheric potential from different latitude ranges simulated with the INMCM model, assuming the CAPE threshold of 600, 800, 1000 or 1200 J/kg. +- `INMCM_NUMDAYS_MON.npy`: A `numpy` array indicating the number of fair-weather days included in the monthly averages. +- `INMCM_SCAPE_HIST.npz`, `INMCM_SCAPE_RAIN_HIST.npz`: Values and 10-J/kg bin boundaries to plot histograms of surface CAPE within 30°S–30°N simulated with the INMCM model (for all grid columns and hours and for those with non-zero precipitation) \ No newline at end of file

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