{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# AMOC Publication Figures\n", "\n", "This notebook demonstrates how to create publication-quality AMOC figures using the AMOCatlas package with PyGMT.\n", "It reproduces plots similar to those in Frajka-Williams et al. (2019, 2023) and other AMOC publications.\n", "\n", "**Features:**\n", "- Clean, simplified workflow using amocatlas module functions\n", "- Publication-quality PyGMT plots\n", "- Multi-array time series comparison\n", "- Tukey filtering for low-frequency analysis\n", "- Component breakdown plots (e.g., RAPID, OSNAP)\n", "\n", "Figures are designed to be re-used: the \"AMOCatlas\" badge and timestamp can be cropped out.\n", "\n", "Suggested citation:\n", "- For the multi-panel figure, you can say \"updated from Frajka-Williams et al. 2019\". \n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Figures will be saved to: ../docs/source/_static/paperfigs/\n" ] } ], "source": [ "import os\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "\n", "# AMOCatlas imports\n", "from amocatlas import readers, standardise, tools, plotters\n", "\n", "# Set GMT library path if needed (adjust for your system)\n", "# os.environ[\"GMT_LIBRARY_PATH\"] = \"/opt/homebrew/lib\" # macOS Homebrew\n", "# os.environ[\"GMT_LIBRARY_PATH\"] = \"/usr/lib\" # Linux\n", "\n", "# Create figures directory for documentation\n", "figures_dir = \"../docs/source/_static/paperfigs\"\n", "os.makedirs(figures_dir, exist_ok=True)\n", "print(f\"✓ Figures will be saved to: {figures_dir}/\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Load and Standardize Data\n", "\n", "Load MOC data from all major observing arrays and convert to standardized format." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading AMOC array datasets...\n", "Summary for array 'rapid':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: moc_transports.nc\n", " Dimensions:\n", " - time: 14599\n", " Variables:\n", " - t_therm10: shape (14599,)\n", " - t_aiw10: shape (14599,)\n", " - t_ud10: shape (14599,)\n", " - t_ld10: shape (14599,)\n", " - t_bw10: shape (14599,)\n", " - t_gs10: shape (14599,)\n", " - t_ek10: shape (14599,)\n", " - t_umo10: shape (14599,)\n", " - moc_mar_hc10: shape (14599,)\n", "\n", "Summary for array 'move':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT.nc\n", " Time coverage: 2000-02-06 to 2022-10-14\n", " Dimensions:\n", " - TIME: 4164\n", " - NVERT: 6\n", " Variables:\n", " - TRANSPORT_TOTAL: shape (4164,)\n", " - transport_component_internal: shape (4164,)\n", " - transport_component_internal_offset: shape (4164,)\n", " - transport_component_boundary: shape (4164,)\n", " - location_geometry: shape ()\n", " - location_vertices_latitude: shape (6,)\n", " - location_vertices_longitude: shape (6,)\n", " - location_vertices_vertical: shape (6,)\n", "\n", "Summary for array 'osnap':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025.nc\n", " Time coverage: 2014-08-01 to 2022-07-01\n", " Dimensions:\n", " - TIME: 96\n", " Variables:\n", " - MOC_ALL: shape (96,)\n", " - MOC_ALL_ERR: shape (96,)\n", " - MOC_EAST: shape (96,)\n", " - MOC_EAST_ERR: shape (96,)\n", " - MOC_WEST: shape (96,)\n", " - MOC_WEST_ERR: shape (96,)\n", " - MHT_ALL: shape (96,)\n", " - MHT_ALL_ERR: shape (96,)\n", " - MHT_EAST: shape (96,)\n", " - MHT_EAST_ERR: shape (96,)\n", " - MHT_WEST: shape (96,)\n", " - MHT_WEST_ERR: shape (96,)\n", " - MFT_ALL: shape (96,)\n", " - MFT_ALL_ERR: shape (96,)\n", " - MFT_EAST: shape (96,)\n", " - MFT_EAST_ERR: shape (96,)\n", " - MFT_WEST: shape (96,)\n", " - MFT_WEST_ERR: shape (96,)\n", "\n", "Summary for array 'SAMBA':\n", "Total datasets loaded: 2\n", "\n", "Dataset 1:\n", " Source file: Upper_Abyssal_Transport_Anomalies.txt\n", " Time coverage: 2013-09-12 to 2017-07-16\n", " Dimensions:\n", " - TIME: 1404\n", " Variables:\n", " - Upper-cell volume transport anomaly (relative to record-length average of 17.3 Sv): shape (1404,)\n", " - Abyssal-cell volume transport anomaly (relative to record-length average of 7.8 Sv): shape (1404,)\n", "\n", "Dataset 2:\n", " Source file: MOC_TotalAnomaly_and_constituents.asc\n", " Time coverage: 2009-03-19 to 2017-04-29\n", " Dimensions:\n", " - TIME: 2964\n", " Variables:\n", " - Total MOC anomaly (relative to record-length average of 14.7 Sv): shape (2964,)\n", " - Relative (density gradient) contribution to the MOC anomaly: shape (2964,)\n", " - Reference (bottom pressure gradient) contribution to the MOC anomaly: shape (2964,)\n", " - Ekman (wind) contribution to the MOC anomaly: shape (2964,)\n", " - Western density contribution to the MOC anomaly: shape (2964,)\n", " - Eastern density contribution to the MOC anomaly: shape (2964,)\n", " - Western bottom pressure contribution to the MOC anomaly: shape (2964,)\n", " - Eastern bottom pressure contribution to the MOC anomaly: shape (2964,)\n", "\n", "✓ All datasets loaded and standardized\n" ] } ], "source": [ "# Load datasets\n", "print(\"Loading AMOC array datasets...\")\n", "\n", "# RAPID 26°N\n", "rapid_datasets = readers.load_dataset(\"rapid\")\n", "rapid_std = [standardise.standardise_rapid(ds, ds.attrs[\"source_file\"]) for ds in rapid_datasets]\n", "\n", "# MOVE 16°N \n", "move_datasets = readers.load_dataset(\"move\")\n", "move_std = [standardise.standardise_move(ds, ds.attrs[\"source_file\"]) for ds in move_datasets]\n", "\n", "# OSNAP Subpolar\n", "osnap_datasets = readers.load_dataset(\"osnap\", transport_only=True)\n", "osnap_std = [standardise.standardise_osnap(ds, ds.attrs[\"source_file\"]) for ds in osnap_datasets]\n", "\n", "# SAMBA 34.5°S\n", "samba_datasets = readers.load_dataset(\"SAMBA\")\n", "samba_std = [standardise.standardise_samba(ds, ds.attrs[\"source_file\"]) for ds in samba_datasets]\n", "\n", "print(\"✓ All datasets loaded and standardized\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Extract Time Series to Pandas DataFrames\n", "\n", "Convert xarray datasets to pandas DataFrames for filtering and PyGMT plotting." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time series extracted:\n", " RAPID: 14599 points\n", " MOVE: 4164 points\n", " OSNAP: 96 points\n", " SAMBA: 2964 points\n" ] } ], "source": [ "# Extract time series using new tools functions\n", "rapid_df = tools.extract_time_and_time_num(rapid_std[0])\n", "rapid_df[\"moc\"] = rapid_std[0][\"moc_mar_hc10\"].values\n", "\n", "move_df = tools.extract_time_and_time_num(move_std[0])\n", "move_df[\"moc\"] = -move_std[0][\"TRANSPORT_TOTAL\"].values # Sign correction\n", "\n", "osnap_df = tools.extract_time_and_time_num(osnap_std[0])\n", "osnap_df[\"moc\"] = osnap_std[0][\"MOC_ALL\"].values\n", "\n", "samba_df = tools.extract_time_and_time_num(samba_std[1]) # Use dataset [1] for MOC\n", "samba_df[\"moc\"] = samba_std[1][\"MOC\"].values\n", "\n", "print(f\"Time series extracted:\")\n", "print(f\" RAPID: {len(rapid_df)} points\")\n", "print(f\" MOVE: {len(move_df)} points\")\n", "print(f\" OSNAP: {len(osnap_df)} points\")\n", "print(f\" SAMBA: {len(samba_df)} points\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Bin Data to Monthly Resolution\n", "\n", "Ensure consistent temporal resolution across arrays for comparison." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Data binned to consistent temporal resolution\n", "✓ SAMBA gaps handled to prevent plotting artifacts\n" ] } ], "source": [ "# Bin to monthly resolution if needed\n", "rapid_binned = tools.check_and_bin(rapid_df)\n", "move_binned = tools.check_and_bin(move_df)\n", "osnap_binned = tools.check_and_bin(osnap_df)\n", "samba_binned = tools.check_and_bin(samba_df)\n", "\n", "# Handle SAMBA temporal gaps to prevent plotting artifacts\n", "samba_binned = tools.handle_samba_gaps(samba_binned)\n", "\n", "print(\"✓ Data binned to consistent temporal resolution\")\n", "print(\"✓ SAMBA gaps handled to prevent plotting artifacts\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Special Handling for SAMBA Data\n", "\n", "SAMBA MOC data contains significant temporal gaps (e.g., 2011-2014) that can cause plotting artifacts. PyGMT and other plotting functions connect all valid (non-NaN) data points regardless of temporal gaps, creating spurious lines across missing periods. The `tools.handle_samba_gaps()` function prevents these artifacts by:\n", "\n", "1. Creating a regular monthly time grid\n", "2. Preserving NaN values where no original data existed \n", "3. Only allowing interpolation within continuous data segments\n", "\n", "This ensures clean plots without false connections across data gaps." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Apply Tukey Filtering\n", "\n", "Apply 18-month Tukey filter to highlight low-frequency variability." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Tukey filtering applied (18-month window)\n" ] } ], "source": [ "# Apply 18-month Tukey filter for low-frequency analysis\n", "filter_params = {\"window_months\": 18, \"samples_per_day\": 1/30, \"alpha\": 0.5}\n", "\n", "rapid_filtered = tools.apply_tukey_filter(rapid_binned, column=\"moc\", **filter_params)\n", "move_filtered = tools.apply_tukey_filter(move_binned, column=\"moc\", **filter_params)\n", "osnap_filtered = tools.apply_tukey_filter(osnap_binned, column=\"moc\", **filter_params)\n", "samba_filtered = tools.apply_tukey_filter(samba_binned, column=\"moc\", **filter_params)\n", "\n", "print(\"✓ Tukey filtering applied (18-month window)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Single Array Time Series Plots\n", "\n", "Create individual time series plots for each array." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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KmuZGkwPQss4D53LSOpEAwHmcporV01hSbomi8XzVUZ0BFaACYB3dAWXh8VeSG4ApMulG5LAFQHe/1s1a7uZljU+AbLmUAwA28KMyNbCSlNJQmGnr4lVbGxr5IYkxAE7JIYOzWyti+C61Pbi2/oXG9yvT/S+ghrZ0WyIAndPO78GubCkAAMAV/XianlH36F0ppaGwWghhtyjS0BudN90FGenfacushN5FfD/0COVcjPvTsJAzOq7tLGu48xMYclQcGXbQv4S5+eWMyzpGOE0CDueMFADY2GCjwKwKFA0ViMqnBFfdr5ncs2e+ame5dWkE1pFJR57WwK6VKzh87YKzuOiZJJxM/wTJ+QkALmcAAADgln4UA1mZoczQIYYGk0lxpqEE2CH5qqe/zYVlyVQ1g6J41rzmkvLYr3JNkiKcVyZrr1MybmjPUhkjW7oTJNhHJgdc+OL7UaBplq6uamwAwOqcTAIA2xusYpVVqmYowLT/SJ4aSoBdo37VUI7tGj8dV7PpHKVba5vy8d6EphKcVP9kb//EbTYnvXBx/S39+8WOQxhspL+55fSwH7xgdYWnnDIBBxq/pgMAWMOPYjgrk0mNqEyGMSKrBNg+v8188m2wq8fj4z9XaLBc9sd3eO7YVdeGAzlwKghwK/2nufrxESdm3IGKawAAAD0fVayGussdXqloqAdfkU0VpQyLPK3YK3Dk8wcuyxOHPNU/3s2u4pPHsRtOxoYDOegf+1QuAbit/uHAJbOQGQAAADfzEbGqBu6VVlV1YFQopTQ0sMyrKB07vKEPbUYhq2v3QAQyJeOVvyUz6X6/sIQNh7vpX9psfR93vEiDu8gwziwBV/Vl/x/jb4eJGx4dbOwAZEvhPQBgex8RqxjjUCpoKK+ztZF8VXHcqL7LsMjT0G/z3aEOlbDKPN8GnJIL4Hu64Q0JTurwfZR9I7eV1ZFCShhG9B/QksDgqtp1u7+GN40VHn6zZz4eAABgdz+6VyOhpbIsd65aNJ6vCiHMKMi0haGP5fAiT6sUshpayOE/HQAn5iACC+VxGgzrODy/OJvDGaxIfpGcPV0t+4etGd1jHUS4MFcrwFHsfwCAXXxGrEYKWRX7dgyMMY4Xqcon4jPUR6/c0pSBjRSympiyGvo2Jazg+jxxyNbcRYN3ZXP2C5c1ZSvrnyPNuKEOwKn1J8RS+u2i5t0LZ1XfOAvrJ3BSdl8AwGZ+9P+QUhpPWcUYN403pZRijOP97IZSTXwxFFNrU1Yjv8eUUlmWQy0C88m3wVf9Oc1seome0v6xKr+7OxPjI3+5nfzIJnJbm678U+52O2YB3M3Inr9/6er0jKsSBwQAAPjdjy9/Hg/QNE2zUdCqDVdVVfUyX5VJi8DW+GiPNVKWrPs99n+V7R/LshwpITZeXQwyktOOgvd8+d35VV6SmVnOJZP7CiqJcltZrfwKMQLc1pfzwBh/O0Ld6tLV0ZBx1hDgEOdtQw8AnMrP71+q63o8SdM0TdM0bXxnedaqjUxNySqFELLKV+VvvCpY+/XpKbHc8m3AZaVUTGuKyomF8DHxYcoVZohRVBEAYHPjVyv9S9emKVK6V9AKAAAA7udrFauiKGKMU5rxtUGrsizLsvxSD2lcm/tpCya1Dekm5qu0qJthvPnjdPJVcC+eOOS77R4Fc3yBKZwJw6YmHub6DyM5fgHcx9DRof/1CbOpAAAAwKk9iVgVv1JW06M5bUyqqqryd/GX/hfbboBvtdir61q+arblKSv5KmBbyjjfkMM6J5Jh2DTDIcE+Dj98uCyCIUtO6YUXydOUg05Kvz2hdPhxCnJjowD20T+HHO3SAwCw0POIVVEUbVWqhdGc5pclC5HvWS6l9FZmrhNCeDwePn8A1qdYGqdzeAz08AHAIfp35nIoEOL4Basz50Ce+gedkZhI/z7uxHu6V3rKaPUAjR3CBeR28gbcjUMJALClwYhVa3Y0ZxX553seR5g31DYzN/23GUJQPAyAnWR8rIdM2WpgRa56AJgtxt+SUnc4SdsuQBOjBHNerhQHBAAAWMOLiFWxUjmrd8n3bKT9bT4ej/BL/2+7Lz4ej5RSzuE2YFt7tup4WsZZfYg7cJSHd9lquJh8WjlMrFPS0tEM4Camh0v6hwbtApdoP3OHVwDeJRIKAOzl58Tva9NOMcaFXf9eCiFUVSXcszXxNS7IddSKjtoJ2/kDucltvxTCx/FOApWLyW1bG3GioQIw21vzZm0hq+70rK4dLObwoV2SyxYAAOBaXlex6msLIG3UOrCrXCVfBQB5EcyFwoYAx8mtvGVu4wFgdf0Ch1NKLfZPFBWymiElR9VL8fQjsCeHXQBgR+9FrFpfms0tHEGbrNKZDgDy9VYHpencooZ36VAGW1AMFRZa3vfTaSE5m3jS9W4qiz6fGACzbTRvCQDwzNRGgU/1m82llOpf5zEjzQS7SJZugABZ260XlZuaANM5f4YcVNXnCUyMJvHhNw5VXMOMC9Uv7QKvfYBYd8bAfiNPp1iBy7J4PI4eBAAAcCOLIlZ9MUaRKQDW4c4lkIkMY6C7RWAhTykdfyP28AEAsKnZV6D9K9m2XeD3Q8byqm8Xo0VgtpYUZttnVqddrFkjAABgR3MaBQLAtty5vCFTogAM6d/V69/tW8W8A5CmZgAXNjtZ0hayerqcoe/n+6fk2Jqhd9fVfdbtduVpGpsS3F2GT8cBANclYgXAcTy/e3Ob3jKHq+pvOO4lcBObrur9A5C8LwBfvHsM6h9K2kJWjFDCiiW+FI0DAADYnogVcAmSOqvb/xa+oMAN+aXDDDYcyIGwI2zHbXIOt7AYxpL2anfT/3yUHuEtXw4WtjW4LZdjAMC+RKyAy3FZtQofI0C2+V0dyriGU3dzcKYE6+rfKVfclLP70i7wkoeMVaLG/X94xpMBxm19zfL9YHHJbQ14i6Q+ALA9ESsAsiRAkJVT3wWHVWQ7X28CkZvY7sRg9jHOuQp0nCtyJauc9fUTSJc8TCz/lL60CMzqeQZO4fuW1TT5XrUBAABXIWIFwHHcjMH9aZihfwtKqQ8AgI3MzrLfoZDVQv2T2BC+fkSeIshBzjM2QyXQmsbKA7djRhEA2NfPdRcXv00ZNE0Tfr8Mq6rq+7cBkJ0QPq5RXakCZMW5NOSgqj7PkWJ0Pw/gIta6/k2pKMvPZab0cQqXc2xlN19KWLXH0P4nVtfOeC+lW/+3W3i3RlWV9Qdu6s4HVgBgR0sjVimluq6LomiGJyC+/FX3xzZ6lcxEAwCQoZxvgEnBwiqWXI26dQdwbcvPALsTtkJm6Hdqst7Bppm5L1dqX1JWNjcAAGAzMxsFppRijGVZVlXVNM1IvmpE+w/LsowxqmsFcDv9PX9/ghWAt3higTvonyqsePHYv627ZFMSdoQV2aA40Lrzkyn91hj9YpOfs3u+f2nxdrGPhR08XWf6J3LX29yAIaaXAYDdvR2x6ier1hpEP2u11jIBOJPx/b/0wE34RcN0Hv3nbvK8VMywxB2clw2K3KxyedI/ZxMfLL61CHQ7nIX622n/sqjtzgncSp7XjADA5bwRsWrDVSsmq74TtAJmyrmX03ltVC5ioqFpMi7GL5psZT4j74QZcmOr5LYyP2LCW1af9ozxt2kKB4v+RZ8SVjlbd9++7pY1NAf4ZXOrKkcoAABgdZMiVimlrcNVfYJWAFmwH6al5jb31L/9k+eaP7s5C9BZGNN33w6K9RpuQlZWfHzrS/+yO4vxtyOvPUbOVrka2uIxyJdF0Ptv6jkuuDzPXQMAu3sdsYoxVkfcVWqaRsoK4MpcA5+RQzP3lP+a7wYVpzMjv5t5rDDPUQEw3XYnVK55Wy9bBGZ+rL+tbK+Gnm6zX0KN2Q4eAAA4pxcRqxjjbsWrvmvLWSV3jAAA4Iv+fSnPZ3Nqp7715a45wGVsV5LtS2WdLd7iWFMO5f3v0SKQ2aY8rdfflpvmUtsa0GfrBgCOMBixmtEcMPzyGFDXdfc90xdbVZWUFcAxPELKDqxmMI/7UrDQ6peZtkpYoh8dtjVxPXk2nl7ircNoSr9d7pnpvYnVd+wTFxLjbwGsqrLKwTWt0tIUAOBNP59+NaU0sTlgG5aaGIGKMfZ7/6WU6rqekuKqqqqua30DAa5jSnugED4mYSVvgP2dopmp/SQssUq1kpSKslxlOHB35nw43Kanf23m47bnbP1jbs5n16xr0x37+MlbSkWMn1tcVRWPx4aDAQ7nTBIA2MvzKlZT8lVttaqU0uwSUzHGlFJX3Wr8m9WyArgs18AAyzlV5lbyPHm47Y1z/j9793otN64kaBTUkhmqtqM1dhA0pHrM6JEhBO24GjumbtvB+YEUD5LJZPKBRwTw7aXVrSuV8jBJEM9AAEAFMnSlmu2thZEufd/ufcBNYS60I4F6qwM6ZfYeAQAAAGizEWL1MVnUElwV6yJ8rNUY7mfaQpQVgG1H8iEBAFCfsNX71JcG1BM7GCQbBxpHcCHqkOewob5//Gqq5xbWEsfvLQExZQnM6XvhJQ3/s2miUAG1EVhTAQCABqxDrKy1Oyf3RQ+uWv3oeZ7301l9DMMC0DqmS+IKZ6O4t0iEYgaBxEZyrPDKAHekmJHnrUTLWNxCNdJV5s49frXTXoTftO8/fHEtnXActzQN9+Nxw084+AZZ+xSYNU2UMQAAAAA3PYVYOef246syJJHaT2c1TdPHJFtAVl33+EXJRJXSFWy2GSmS+mFRf0KgsDsqfBY+4qIFgGuE1xIAgCMYol7wsSManuxmaDFxQ1h4Tr2k1j799yS/B6pBmwIAAAp5CrHaiW0axzHbIX3W2v0oK44LhESsawLRkdwIEMLar1+QjE4yUByDAuAO4oZRCp2oRMIJXmLXcMedozydeyp+jGqBOijaGgcAAOryFWK1c0TgOI6Zc0ftR1lxXCAANIFpL0CIafr6BWnCmUQ6yVDkWrKQiOEXcWfhWTYGANXuRG/gHWufmnvWv3GnDFw4JTAUvtfTxHQTAAAAgMu+QqzexVf1fV/kbL6dKCsSWQFAPim2kofNCvPXgHBtdroIJgOql27TM4t2AKAa1XgsYY+agb8uEbtGUTaEXD4lcGHt00+fpkbHuUBNmLcBAACFPEKs3kUs9X1fMJjJWtu/GTWRyAoSMTgHLmD+GoZDYWRrvNOlIjMNbxBQHAMBAFDtWm5FhFZNYTjS7/sTA396thJIy+sW5XqsfXrBJXwvAFHQdgMAgLweIVbvIpaG0oMN59xmlNW7nFtASY0vQgMAqkSnSxfiPNAOsaWdahNNIT0t0LJ3CYqce2oNxTbZOELCvribpwQunHsKxZDw1QAAAABo8wix2oxYKnVE4Mq7MC8J1wZABPabAukwG9641+4WHTCBopy+AagQsbRH70DSEQXidhLohSIbIgWjC28jvVPcdP+UwFBYOKeJ4S2gFW03AAAo55t5H6tU8IjA0M5xgQCArGLNPR1f1OSMgOJWe5GBFjDPDuAmqhHgGoKGURwV+H2XjwhErW5O7MQ9tdDapw+cJiY6APVoaAAAQF7f3v2F/KgmzgpEeatBOGUSVWKyCRmE86TMjIhC06alDiQgFShOS3UBAFih+xTR6ohAMovgvlinBIYfEi58DAO9OAAAAADHfTNvYpXeHc9XhJB8WsAa22qB1Jwz82zmmdetcoRVycRzUYqeM/BR6teE1XoA0Ej8dlMFwpH7/RRWdGsR95TA8GPDT2PGCVAn+rHvAAAAh73NYvXu9MBSNrNqSbtIAMBnYdX969fqL51z23U7FT6QHyECinCyEtoRJWdbomNwmd8HAHUYad4UtsurFFbXWthw0y/d2lLSxS6cfePinhIYCsvnNFEVAAAAADjo+2aCKPmnBAIACogVb+HnyIIJLOfcOI5LVsWu61b/4rVhIsEhkNZqu3BT4VbshgRSCxexJKVPjslacm8AgDLU2zdFiY4i0qU+zpmXSZ6jwqFZ9LIxjl+F1scIUvwAFWivAQBAUd9HJfuBhmHYPNAQkIWlFFQpbnRF8I74hFVHqvfX/4YwrGrR3Aux2i7Mc5Fvqat5WNClpqWsOyuIgFLEJUM7Ok4ppIiGQYNSlyJrn+a7hsHMc9qfCCCKdPntAAAADvhe+gKO4kxAANtayIJQneORVae8C8Pq+55YKwVay5MkX/g4wqlnHpMK7MAG9mUICqG2BK6hy4FSCBOMiMkZRJdoVsePm2hxAL2Y+gAAANl92/zTQclImLxWAJ4wppLNWmut7bpumqacFfg0TdZaoqwuIjNBm8LqlEevRZSTWQD5wqIusO9HnQkAighsRypACiu8WjpIp+aCmI4AAAAAIM92iBUpowAA2843EKUiq0LTNA3DQOsGXNFaeKLe5IhUcWiEoqKu6FIBAK11emN57TBzJxFFkX4UnTdABeIvAQBAUdshVgAuIrMaqnRphlRCZNUK6azU4BkVx3SVp26G/drucKA1SV9tmjAAQFNWrWqUXKr0acsSuOckaf+KzhsAAACAMwixAgBE45zzYVWiIqtCpLOSK5zW5IyzsnhBALQj6aKavI4QAOAJ+wri4ojA+qR4oAd7X7yeADYRFgkAAErbDrEiwwdwCKsmgDEmiKwahkFgWNUr0lkBe8K3mNdEl3CXOetbqJjw5BYsBKIdKfoJtGXIho5udEIyHkGgsGwc2VJF/Q/gnbAOoSkHAAAlbIdYjWSPAABselnLtNZqiawKkc4K2BbOT7UZJaB6tzR1GiANbyXqlmKJi7cG2YQFmNig+0hhhR13ygYhFAAAAAAkUXNQ4GaukV7j0heqFBZFZpRQJV/I+z6chvaZq9QFV4VIZwWsvVtqIqWEFsKz+wBe2VjG1D+dfgUAqEP/9o6+N31P84eYMvcVGUMBivCeAgCA0r4NSvZpkVgLwDbV6UZ0GUfjnJ96riC4akE6qz3hbcnQYWBaU4Lw5ocFgHcEAC6gRQMAsZhMiCjdaJHIrQYx9gRwBM03AAAo5PvmonIdq+YAgGj+TGtaa9O1ET434WtOqdemKvo1pURpmwAAIABJREFU+HRWxFrt4c60gFMCK1vCsba2bwR4w/C1Li6znPc9wVUAIJrAtkOv6DfTOdN1j9+PI0PR3BJFHy69o1N9JF5VAAAAAMJ8f/cXzjlRy8ybq+kc7QQA2TjnxnFMEV/1LrIq/NEfP2TVZl24zmmapmnq+57GBe16d0pgOyq4A+GKFFCrOwPV/INcmUFgANC4Cnp9QJWcK5xh7k/6dgAS8XoCAAABvhtj+r5/XYoex1FOiJWcKwHeurYZC9AgUXDVx8iq8Aoev/nxw/z8+eY/cav/ee0kXNJZoWnhXDavQAV3gD4JsC9d5BPBjsAdDK6RWQW9PqAaRcIfSZwGaMQ+FgAAUMi3d38h/6zAvs3zawAgI5/RcBiGiI1C3/fjOM7z7Jw7mi9qGB6/fv06+FOstfM8X2sppmkixKo8Jkryo8xXg04yIIr4kTVwXdlEI8AdlF6goJ3xfthxYogKAAAAQJ5v5n0GESGry845+fFeaBHL/6ha9OCqMLIqW/vi829d+7c+nRWHBmYV3u2rDw5xUPKrwaNE9cQOFVmzBwAAWBwZ74f/DV0pAK+IkAYAAAI8slht5vkQEtj0bnWcZW8UFpbMVWmkcEK5iMFVG5FVzuV8R0hnBRzi3OeJquXPZXQRk6hjto5oRbTg8kta5DUX0pdwzlj7+AUALQurwWwnkeGUFoYeeFXklEAAAAAAOOPtQYFe8XVla+3mGj+nBEIcljOLYGI0Nmtt13X3g6u2c1Y5Z7rODMPpd+T27OrNdFZd1xHXi8oxlw0AcQnsOYyjmabHr9IjfQCQgvoQCJWdZyt4SiBRfYC1pusevwSOZYzIERYAAGjSd///nHNd173+9TRNOU90Wtk5InBg8Q/AChOj97wLaT2r7/u30UhFq26fzury1xyGYe+r1aqOjD44ouBcNlLo+8czZYUAAjUYIs+bCFzms68BcTHMqZTfW/U65N/fqdvcMP+46NXv/iCFUwIBOcZRYgeMzYEAAECG78vv+r7fXHUehmEcx/xRVs65d3FUfd8XT68FANXIEVxlpOw0cs7ttC/7pmmy1jL9mhZxIUUwl+3V+nazOA3JohTO44U8fzoEmjPggmH4endkrvABkORdZNVif8Zjc9ex52OzhmFgIjoHgicAHEe1DAAAyvk6KNA5925PzzAMmVeU99e/SWEFAFH4PIVRjgX0ZwLu/UdiJst8OqtrB876KKvolwQUJub1LCy8D9rDrcLnyPnFqNL9Q7ozv+YS+g/Ee0ELCe8LKkYBq4Wf0Oi6bhiGKNvGXk3TNE2TD7Fit1VyZFYGAAAAoMG38H/sRzVlG0nux1eRwgpyLREbrF5APD8XeX8i8lBw1SsB1bjf53oh0Gqapq7rmF1FVcKjUgS8noiA5whIILm3wIAF9zV46CfqI7mihvcSSJ0hsurVEmiV58e1qHhm5bAh40EDMgcLnPMLAABkeAqxstbuLDbnGUn6Jf93f/vhFCoAwCcRg6vGccxUJ6eZ6vL7UK+ls8qf3xFIhenjWhH5DQDIhu4EFKFrpMKvX2YczTwv1UuRyKoVv+GKQKvrduZ2imdW5rECAAAAOObb6n/vLzYnTd1x5LwqjggEgMuiB1edm1i880NTTnVdTmdFlFUS7Bwta79IV/90WG8Dqpd/37OcYEc6LQCwQg4Myf76y484JERWrVQeaJW0s7Rz0zglEChORh37FsMZAAAgxjrEyhjzccF4GIa4I8mDq/7jOFY7fEV9KKsQpmRw1cun3LmGFC6ns6o8yqrIV6PyzO/4HHo7T0deNXVF9SFxgJzoJRVeDlpilQJAi+gUKSEwsmql8kCrzIqfEghAvnA4w0AGAAAUtRFiZYwZX6dfXywjycury6dGy8RXQZzXNWk69/lxBPsBvqaNHFxVY2m/ls4qzym6ZRRP1I8Mai29MDxcAJ8cGPWjGOeMtY9fbSKGEhnUOKrVTn5k1UrSAx8aIm3yQUPZA5JrthcKAADwyffNP7XWjuN45FS+aZr8iHdZk94fVS7r0KfGycRXAcAFH09fPajv+6+63bnHhNc8n/gIJROO9o9T922apjsBxzrQCtcqLOp1l+HGsUgAmEJt2TB8vYDWUtPiqHGk6gbQlFjTF0UMw9D3fc37ryLq+0cDFz7ucP9kwXu4XBsAAAAAvLedxcr8ibI6nsxj+qPbtfxnxy+R+CoAOCtK5ipjTN/38zx/BQ9Ze3FDobQtibt8OqtT/8RHWSW6HiAVjmMIVfkK81ghU4ospGdDl7KFOsmpW1gy1IvIPCAiMmHLE2v6oqxpmnyIVeWbr1KQ01kCIBktOAAAEONtiJUxxg8Lzx6ZFJE/l4pFa6ikfG4Ievm8+vGDq7Z+0sWPvlar5z0r5GycsWkkl1UenAuTjarYx6yqfJHpUaM+YcXFmXcX0M5KFj4dscWbhS6oU2UfTzPnXAXBVSECre7ivgEAAAAQb/ugwJBzzjl35NDAuJ7OpQK0IKc0yvG5l6IEV72tfp0zXff4/TjWvWB/4dBAn6aR4GCoEZZtCm2VwkobqA8VFwDglDBgkSnHomJNX2zye6XCaY39EXr0y/AzAyqPDgyvNsNagHPGWqEBu/7agHa8FnhRaxy8jwAAQJLPIVbGGGvtPM9R0qIcoXIICgDlRAyuSlX9ihqWn3EhK9gwDERZQYGwiB6fy14iidW+1O3ikQGlFvAk1JxEEkA11rmBuiSaYX6NrFpc2MR7f5plCbTSuoU4UcW72rknKlNjS7sKAcWUVqoAAKAiewcFrvixZdJzA/3JgH49O91PAYBq+ApzGIabE5T5ql9RuxKPuXBm7jAMWmdR0SaKq6n3tKPKvg6Aa8L1y7BaoP5Xoc0Y2bBwilqAh2q19vf0sNZGPxmw7/u+7+d59ucwxPpYf9jfeLv+maap6zomug+hWwIAAABAgxMhVubP8HKe5+iBVgRXoRJhGm0Kc2qZE5jLoyy4KqLs824XplZrSMdYagWCijQPVpgaxKIF6rPUYG3GoFwTtrNErgBoBx2hopxzcYOrEkVWrfiDHe5PgxNo9RbDUkAyObUWdQUAAJDkXIjVwgda+UHm5XGm/7fjOPrxMONM1IBiXEpjdz7K1s+LwVUX1jKjTHeW3shurT0bZTVNE03bFdy0DLjJ7ShdeQJSFKz3pIUOS7gG7CMQBEjhx4/HqWTjaP7+u/TVNGTJvR3l0/JEVq3E2m/MFMEaIfIAAAAAFPp+89+Ho9nVKHG19h8ORDk+CeqFpZ3yjFx8LqUo+z77vs9XFYeL+przjfkoq1NTw34KlVYP4oTVCOUTQGsy13sSFlPZ9q3La0SscyIKUoj+A9T5+bP0FbTIWhtrBsOUnk/2P/3mN2KKwBhj+n4juErIPVmujfAvAAAAAG/cDbEKtT4+BIBkYs1LmszBVa+kLQ6d5KOsTgW6+SnUGs4NxEHWPmZjl2VsaR2k8HpYa/fqPnmWdQIA0G4cxfWiwzgwaV0dtOHCYe4LRmcZRJnEkBBZtXI/0Ep0lFWpmGyGpUBx4esvbeqg7hkbAACgUMwQKwDGsJCJmCKmrTIpgqsE7qdPz/5xKspqmqZxHJnHP01jRbpc8/KbrjNGUsRVLYnlUqn7PW2y3oYscefHh+GrsrW2fAX7kZB2jQELVKCgts0PnWKNhVfCj12S7gsNeVHIOXf/WMDCe8M+8ccUXp6umaap6zqmCAAIJbkPRrUJAAAE+Fb6AgAAG6y1XdcNwxArqf48z3EmKMMPObhpWOCA/DbnXH9yn+UwDJLniGWpcg/rND1+dZ3pOmPt41eRK1ncuQAmtrQIl7iuJnsAkrhfjRz/hLIn5ZVt1+h+AFDCb2Xpuq7rOr9NJcMPnf7o/lg21TB8O8s551M43/mQ9fSF3yEgb+jhS8g4jmdnBhbtThG8lpA27wMAAAAAnchiBQCCxE1bZYzp+17QIQg31xeFbaLy08enHtYwDGxUrdyFxX6f48r8eUGGIe36wc1TAp37umBoQZ0DNI4D3QAIljRb1TXLxSy/CWNoGo2JOeD+yYAbmatWYyV5lmi8azM5jU4RrL6vqIerLkMq0IKyu2UAAABekMUKSImhOI7xwToR01YZY/q+H8fRf3KUD8QrP5F66p8IinjbR/V13zybeTbjaPr+0DSQz3E1DE9prqI/CE4J3FT9hN3yvSStXwKNktDChvW/im7JPmu/ms46vNbV1N6oS5FsVXdMgSXTVemLEsQ/zTvPcZm+ePtfyC4kdzJatZvLaiFqWMqrDaw0XkEBAABsIcQKiI3jeLKpYkXcTy5HjKwy0oKrah+KW2vPRllN0yTi0eyTk/FCVxF6rZd8mJRz1yOu4gZahVcovxwCwEdHIgiLV3fSBgjFb0hcy6OXvQAPNE5dWNU+H2vlv1TpaynpfnCVMWZv+kLVbI8PtCLK6rS2XyJAorBGKj54abl6BAAAUhFiBcTG1AAOWNJWxZ1czhRcdSobSgMpc65FWXVd1/Qs6j5RsznHHXnvLkRcLYFWea4QVaosYw1wR5HGt+x7V8W2hKOo4rJpqlzhqsrCql4tea0ajLWKElzV9/08z5XdOufcPM9nA61ERFmFDyL17M08PwbCisb7QMVyvv5nydkCCgAA8AchVgCQVYq0VV7f91IyV70j+dru8VFWF2ZRRT8v3HFw3ud4xNU0RU5nxczUooVbQVUDoFZ11+Fhl6DBmpz4YLXqDqva1FSsVcTgqvJBRclcCLQSEWW1yFCM/UBY4PvCGetonMC3EgAAQJjvxhh/WnzpKzlN0LATDWLPLs7wc6zpJpd9cFWiDxdK3kyc/ePUg/aHBjb3+Gp1/x239qlgO/e0uOiPDuz7i8vJztF4bWsg2d4TlgqAsoS8g33/uBIh13PZaipD+9dBSFhvH0ecHQ3Vx3/9rut8bE1lA70oz7fv+3b2GvldcMdv2jAM4zg2cnMAiFbNYAEAACCB78aYcRwbnwEBImMQgvRhVUbI1OTHUKeId8A503WP34+jzEWXs1Oo5k+UVflHiZvC5ZNYAUzWmnk21j69R9Nkuu5KoFVrgUTXVPwaLp0ToGLvuiUSAkxLvYMVV2u1qisgA+1wzg30MAOVxVrFCp5rMH6IKCsAuEXCUA4AAOAZBwUCQDQ+iVGGMxGWpPpl5t3C2eHjSRCbGQk7586eGDhNk6xDASRQl5w/XQCTc48DBEMXzg0M7+SdqkPdo8Er1mxQUPQp8mvdkjY10tPQXsWFxbiRRwYfHrrKZqqHH5YSX/VOeIagxhFflGMBzZ9JjNMzGFUcGHp2ioDJAQAAAACQ7HvpCwAA3TJkq1qISFuFA5xzF7ZxD8PQ4pmPVYr+ki6rbqt0VsfPDUyRZAu6hIkAAZQl7bxjaddzSvXxviRIbsE4fj3fpbEOO2yCBwhlTwY8u7NlUeSal11YWsb1sR7urUGu+Lt00IVcVkwOiHB2XxNQpYKDhVpaAQAAUBlCrIDEVK9YSFb0ruYMq/K0Tq5pvOZIrLXjOJ6NsvKHBop41iTiPivDHfMFY/PcwI9HZ3JK4I4GSzvr9GhKWD0WrAClnXcs7XoioorLQEJntRrObRfa8A/DIOmluzIMZd/cDCcD+giqdNFIzrnxTyc55+g+jLUyIs8QjBhcpSKYLI+zUVYFJgcaHBZtYmsKGvT6+g/D1x8KGSzIay4BAECzCLECEqh4xUKmXEOs/Dt01c9Ith3V4aOsxnE8VWz8KRLjOCp+7g3K+bCcexwdGJarYTB9v7fSFs6XUbSataRCAZrVYAXY5nIpu1xSy3aaYQtJvM6ecLrcivCe5I278pFJiYbG8cOqfv82//734/f/+Z/mr7+Wv7HWvv6U5U8yjP39j+i6zogZ+0ec9GBI+0pBlBUAeFTgAAAA7xFiBQASSU9bdWG1I8rgXNsqi/3j7Dz1MAxMSX/RtVCa4c09e26goruHbHS9VsA+bd0DRLM6BlfaVvsowhQCHFdUn7A758Pll4irUxXaKu5qnmNd4KsU+47SZqv69evr/hy4M6/D8CXZVdKgq1Vqq/zhVhGfrPTZjKKIskI+Sx1SOushcB3jOwAAINK30hcAAPjS9/04jvM8M4NWE+dcfz51hIRNzCWFr8DZzf35FckR4nNZrX6iPzdwpwKhbllp6oboeq2A+iw1tpClAmnXc8G7hKl6v5F56VS03BtswSopqY+i87/m+fHL9/f8r6Kcc13XRYzCCQe/Pu4kyidH5wNcnHPzPI/jeGFkd4qPtRqGoeu6zTxb0VlrYz3Zvu+Zzfjo7PyAj7JKdz2okz+F1v9i6IcKlO4FAQAAhA5lsRKSrRoAyvJzyik+2c+vVTgRqXp9Kyo/KT+cPC3Rz6XSBEtX8M31uaycWx/E6c8N9Bfmp1a96HNSFWRCynbUEYBS2jwpz9NeRZ9iLcehQpnwDd05ytn391Z8qP0iccmPdTJgmfxMUVuBJeYp6WmJi9VJgibGpMHq5ivIXFVjrsqz8wPkssqtglKXsY1AtSp4EQAAANI4FGIVZqtmoRd4mt98NyHCIATH1FCvHomxaHBR84W1dhzHsxPxvgnm0EDR3qXQyMZaM88b5wZ2XZJXzzmzBJvWdBJTI+ifoHoVhH4m0sK6LGfqQZdVCqtTXuOuVl3BeO6fH1fDmPdF5lgrE4Rb7USqvf5JhgvjWMBr/PwAUVYA8NaRJRgAAIASzh0UGKaqZlAHGNPY1nD82Tl6/0PCMxFUzjVz2tQlvvXk0MDahOsWBR/Tu3MDw8uj84YQ5QHV0NgtkfYCSruegxo5U6+CIx2jUFpK3zmYwuqaSPfq/smAy7FxFY9l/BAvzxmCXniS4Mr0IumVcCzgTT7K6vh/n/bEQEIZKrN6/euthBGBitefMgwAACT5ZowZhuHsLACxVgBwyiqsqu5Z5ocUrUM41Fd7A/1G57P/Ku106oqQ6RUVC4phOS+erc1n7Hh3GcUvTybJpSuF8I3WEomCmuRvX4S0aJ60ULAqKwQVnQccJ+2tiSU8x9lEGjdFvVd+uHr2lPOQH/yWnzDM2AossVZ+7J/0ZxVHcFUssqKsFmonW5KgnKMp79pNqgUAAIDAN3NvFoBYK+AzBiEprPas53KqomsxrCoUThTGaiBquYFnJ1K9aZq6rsvd2tZyz1MpfkrgK+fMPG/UjUIuT6zaV8IeeKMhR/7S2GD53+8wV39DNE5QaHkohcZi9Qg7kPLuoQ+uupMAyQdXiRv85roeP/avNdaK4KrohEZZNU57GPrrG0roOS4oXtXQ4QQAAFI9HRR4ZxaAWCvgCW9Bq1oPq8Jh1lrf4J79h8Mw0M4KJeplfz03UNTloSBSvACow2Z3SPuaaGj5gqQQqEyKFFaRxDoZkCGwV1mslYjgKknvS0QXoqwKbL5qivZKTHsXCAAAAJDt2+afEmsFAO+81oqNhlWxSB+Dc+5alFUTZUwFyZvqwnMDBV4eAESkpVui5TpV2EyYGnaQqrnJ9PoqExZdSavglZwMuCKjHtAea1U4uKrWA0OfXUh0zeYrnEN3ArpQvwEAAMG2Q6wWxFoBwKZGw6pOkRx6Iolz7vKhgZWXOvk5G2Re1Yo/N5Ce2CYVTzA6+W8WEFHLvZEjL3iVIV8NPmsoYu1TvSSjIfaD2cvJq5bgKtFjExk1g7pYKxGZq5pBlBWiqalfh7IKDhbC+vBGCDgAAEAKH0KsFrFirc5fIaBWlSsWMMZXhoRVlVfRm+XnUi9MslceaKXrezU1tV1lA9fOE9T1ZgGIop0qboUaryZ19DrCbxF9vfBSD805NwzDnfgqxsUXLLOsYsOtCK4qomSUVctR6ZvqGPOGT1P1F0FS8l9/uhkAAECYoyFWi5uxVn4lmMkXAKhKzolXsQP+e3zGx2tz65UHWkkmfx4qEefMOFZ8TkdDmGcHCmLd+qZ3rXCVN7aOhd5rauplhd11GSms7hwOqCAER8AdPmKZaPW7boqHWyl4slUjlxXuWhWG0lUKcFGDnV4AAKDH98v/chm8+TXd4zve/H/ZdZ2fNWAQCH2aXVMHQs6Zrnv8fhzX89fU7Zf46fVr6xw+0MrvI797HdRyR4gv5NfOoPxoGAZr7eOVn+fon48c+p75StRmGL5KtbWPKjrsnAg5XWK/+5Tf5n2rwFLLqavrVPTBBL5ZWoQFUsDrdvlwwL7vHx1CRQTc8I/CLam+J385u9g1ccaSuM1aO8/zqTd0GIZxHJW9lUhkdbxa+D9r6uwhv1LlR3KvGAAAtOp6iNWCWCsAuTFtJF84iUP1fobftHp5N/k0TX4zOrOrya0mLiVJuiTjP1bl0torFSvZqQmfZ1/K2DDQ+mPPx+LRYPk5UsW1cFuca+JrlsK9PW6Vwqqoy5s6DFE4uYThVmenWz96TZTFMxXIH8FJlBVu8Zujlvh+4KxwfwgAAAD+iBBitSDWCnhS66ZwabixqM6FTauhaZqmaaokAkZyForwksTc52z73X0xMyyzKaVonnQpzNNE1rQaENeIWPabnnAgJiFb2H0MLbVzTk4Kq8vxVfT6Sglv+8cZ1zrDpySPClMiyqokvS1vY68J6kTOVAAAIFvMEKsFsVaAMYJW3IFqVZ2W4Ox06kpVgVbCyQgUiL67/aDlhEpDzw0Ajmh1nTiy/YSpYc+njvtMX067sMSm6zoeCAi4Nr7QOqaoMa536W/7nRV0v6tHlFUxFdzDpeqj8wnVKngZAQBAdb4l/XTnnHNunue+71/3Ue3wC8Nd14WZsQEAsiwV++s0Tbrp7HASOVyrqJGfN7/zCdM0+eUQJt8jk9Q5sdZ2XbeklSoi7LlR2HTYqcABpV5LdY2L60cdb6dqrQ0afOi1ClMXSOqAnRCmsOr7hKlQPt2fy/FVPsjj6mUhCXrd7XDOnZpUH4bhdNkgYUw1Pj566g2sfHz9ax0sAAAA3JA2xGpBrBUAABdYa8dxPNV0viLQKq1yd3UJrip1Aa98YdMRa8VCwkL4k1owFgCu0fKOp6Ol9qBh2qTl8e0In2ahJ+ucu9Bp7Pt+nmfpPbp3lF42sOVClNX1WfQKat2WhZv0lhanpZ2KuEXO69/yVhkAAKBBphCrBbFWaAv7PADc5kNVbkZZGaWBVmLzFpSe7hEYXLUSxlqVvpYDVFxkXMyzAxI0WPnE8rEhVtTb2fRaNhhaKhU+yr4v8tY754bzoV0+eVWK68lk/zhRQJuzcwLTNOkYiKmgtOWlAAAAAABp5A6xWtyPtUp3bQCA08Jpa6awE1gazZuf8znQStTjkzknWO6q/CktwoOrVgiRx3WUGdwhNiGQqHZ2RfK1XUBMUiKlA82VCYtfzrro77/9/7fWXoivGsdRd3wVKiN2401eRFnlprGZe9fnoVOEKPL0DeiBAAAA8YqFWC0ux1oBAAp7lwSFHcPJxA202g58sdaM4+Mh8vg+ynWLfHDVMAyKgqtCYTpSVuykUDfPruU6IcFr09aa40EwjeS0o+lBEUVSWPW9mWfz86cxxlp7oes4jiNhGZCFAvkHUVY4aqec0CnCKfkHC8wqAwAA8cqHWC2ItYIOlzfEMySIiJ3TjVMXFhBbrEAr83IO7yP2xVpjrZnn+59fp7wFT3tw1UoY3lc41oqmJEQvBRWgGLfj4LMOB2sVRI+RxEUd5546jXnqqP/+b/+DnHMX8p72fT/PcyUBGfT0UCmirPDWTkNTWacIAAAAKEpQiNWCWCuo8XGSopFN4QBKiBhoZf7EWr1NbSWBkACjsGJP3EvxZwJWE1y1Epa30tfSKubZgVKaDxa/6+DW9sral8q+zilKX5mwoGab2vqv/zJXDwfs+55Uo4AKzrnxTO/9c5QVIYkfqagew1KxagVa7kVgn8DOlcBLAgAAeCYxxAoAoBvTcxnFDbTytlNblSKtFO3MWsbjg6tiRVb1fT+O43xPusD3sLCl+Hy8pfGGa7xmLC7ngr2m5d7I2TdFafzKEbq+WsuFtj5FUlgZY24cDkh8FaCItTZylBVeqd43+/q4dXWKkN+R/mfmwkOXGAAASCUxxMqvsfmVxSrTNgBAPZijkcFvY40eAaMgtVVZCW5IiuAqf9TgzY8Kk4xGubaVMLCPFb58qMNRCg1KNtSoC0odciqRwsp3+S4cDjiOY239/MxBvUAJRFlh7Xj9T/8QpxDqBAAA8ExQiBWRVQAAXOYDU1IEWnmyUlsVlCzDxLVVsXciBlet+ECrpCVtiepLWMxYeFOBEQHO0hg1yGLnBcfb4sq6KxJKeGW3NJEwhVXf57lpzrkLp0v7wwErj7qo+9u1Q0IFKA9RVti22UHimHiowFwNAADQoHyIlZ/NIbIK1WIaCK3JvO7C/OCz1IFWpmxqq+Kremm+rO8LXVgV29T3/TzPqVfLfEnLEGuVo4y1XI2EU5Yq7gO9KVwgcGq+eHO2Q/K1XcNwLK5wUba+0hJLWO1kqYJ8T/Lsv/LxVSmuB0A2RFnh4WN9znOHOhRaAAAgVbEQqyWy6to2u3QrxwCAi/yEToZ1F1YCPskQaOXlSG0VfqaorZaRvmyK4Kr7H/XZ79/+DiyxVom6Z6syFv3zW8ctRQsaLOdnEy62k9WAPmQF5D/EsM7p+wxV0LU0qD7daYrrESFZ3llAoAtRVl3X1VwDRKQoUDssA++CbhV9HYiibmsWAABAYrlDrO5HVvm1Q8aBQLt4/UVpZ01OoWyBVqZsaqucoq7WLFk8b35O2EG6f1VH/fplhsF03VIn++5ZnqMq6QcmwTw70CxdrfbZJkBLZ/XIqSjNrm+JDbjfFLan6VNYXYiv8sdJV9tdB5p0NsrKGDMMw9eoahnBCcz9iQuo4XHQwX51zhJFkDQAANAgU4gVkVWAMcQGRcLhFKIwcSNezkArL0dqqyLifZGIwVU+A0HJm/w8C5/tAMG7sVZM2y1U3IHwIml3sENRi0MWgcvOjgU0Vhrvrlnjd2lNxhRWzrkL/UnIBcyhAAAgAElEQVR/OCDxVUB9bkVZOfdoXqkc9DrSHDQbq413mGMHAAC4JG2IFZFVqNDZRVldO26B+whcECkMtMoca1VPaqsjifc/ubYY9moJrhJxV7f6aakPEDTPsVZVBfMVJKE4LXigiKLB3oioF1kIAtqQh3NPZSxlQ+acG853R318VYrrkYVqsHotFONLrkVZPUaU1pp5TnJZyGyn90v1COEoogAAQInvKT7UL+JeWz70i3BNTPoAAJBXGOfkf3M/1ucg/4O6rvMN/ddM7hF9/1ivKrsyGv708/M+d3pHob7vz929RJwzXff4/Tju3JClU5euyPnP9P/3SgFrXPgoRVltqJV5kYBwx4fVQpraDKxlbR6phC1XyvjOa/FVjR4OyPtejWH4aqF2Rx+N81FWp6oIn4K60Srio7DgSe5CXLiw6rt8iCv/YEHs6wYAABA3xIrIKgBoUZE1uXYWApNZ2lzffJtc4Vav0TA6Wv/wIk+umUUMrtJxr97wFx/rbrwTFjCzU8b8IijZJRWh2q8AeS5DWlbsBLpQkGoK06QyFCtXCitr7YUk8USfQz0K8GHW2nmez9YVwzBoH28moaXgHU+5vXQkAAAAAFwVIcSKyCrgKAaxqB71uUJyUluJ7g9cPSXwwjLYq5omu5fyljrWylvKmFl1O5fjMGBYsEddVutGV891TY76pxQqupuIlXwn7Csmi+G+Fl9VTTfyKF5zwBh/pvypGmOaJmstEZnqHX98RPlDGvqZAABAiW93/rG1tuu6YRguTPH0fT/Ps3OuubkeNIhRAdqxOtcJ2vh2eZ7ncRx9Y53n507T5I8n6LrOWrvuGzhnxlFQXXpsytJ3k26GEC39pTsfIpN/0PM8Zytpq2LGysG2Ggsbmtbgm35tZSKMRavypoV3Q2ZFx5LSvuW2yIyeCVNY9X2il+hCfNU4jlV2I4/ibULbnHNnx1nTNBFipdLx1qHlRgGxUEUAAIDmXQmx8otS11YN+773UzxNz/IAACDT799+xs2Hv2SOgPH8rO46CMZvr5xn8/t3titZXdbjNwduhXMuSnBVI6tiRUoa4VZPwtAKsYcnVh//AZSl5bW63CyqqOiOoDKUKXwuCZLnXchGY4wZx7H1Hg7QvAtRVuZPOqsU16OS8BjflVOPW8U3QlLHZ7oyzE01MP0FAACqceKgwDuHB/V9zyYYAHGww1uaYfh6KEzQaPfr1+Mh9v0yu+GC34zjaHKdJLh9jODPnxl+9NrhDkyUkxab7TX5R5znAMHQ6jDBFm++iu+r4iKBUzij84LLCVOrqUOq+SI1CR9KghRWzrnhZNhWo/0ZjwVa4Nm1GE2/HYVITR3O1nurY7UBIcJ+vtjT3gEAAIwxR7JYhTmrLhwIOI6jP+CGIRnaxVZj1G2zVKcOgOO1Sm2rxS+V2urDMYI5jePr9KXv5FzuLL38hLHxXtNygKA/rTLzT99OotYCgZuziajGNWEPocHCE1ZcrEysCKzoUIewRMV+767FVz06k861OFDi5PqKUY1fdS2XlTGm3WBNXe4EpvB8IRMlEwAAyPY2ixU5q4BoeBeA6HitSiuY2sr/oKfUVqkNw+sKTZSEVSG/Hhbr03JInH9lCXKKfquP2E6i1gixK7Kk/MERMktvEWdvRVOvmI8+Ae5LmcLqQuKZr/6kc2YYWow0BbDlWi4rQzordY48JudM16W/FFSnqcECAADArnWIFZFVwB72hQPAszDZT85QmKwRMIm/oL7gqryWm3NtVeCmVo4RDI98HUeCVKDbPJe+gmPC946In4Pu5LeTvKB4aphZcH2r4HBY5vvi3NNTiHpVEeKrACDgM1JfO5N9GAYGrcZI3YtCvAvqQB5rAACgxyPEisgq4DTKPLBYVnrQtiKprVaxVq8Xc9PlaegjmKc+xd+rzInTQmWSqOVBrwbIj/euIMkdVy0FI/N1yrwt4dlMUZcDL8RXPeWYaTm+igVa4D37x7V0VtbaFpcAwhBt4XtRjtd7pCOC4ThdAACA676bqykBiKwCTmDsitYwUFcq0ppEkdRWqx/RBZkqzkZfZQjioR91WVi6SoVb1XmMoPy+iswUJjiIXLB5xIotkJmkwQQRLT9+XPnn4a4Asd8RiiRIYXUtuJ8zvAAc59NZDef7Y37DCduEZLn/LOgRNSuMFD9bkKIXGwohAABQZX1Q4EesCAIAZBEbDQBjTKHUVis70VfmJQAr9eXRlYooDLcyeY+q9MJYKx5rTJszvNzeavAoZcqVpGHpD7z7271/fPOq6jgUlXhTIcLyEylh0oWgh+0eiPyw6UR4HdpB7XePtXae5zvprIiykuJalIyi1FyQI1uxoXoBAADiHQ2xYt0IgAiMsrDgdEJtiqS2OiLnZbDlN6nw3mYuY8uW7ko6zMVXre5sqAUUERgG4d++kzmi3tV7FyrhVRh0qN+NYjlU/VZQP5tavkUFYqewuhZfRcfySdh/IGNifcLVfcRwJ51V13XkzwMAAADQps8hVss85jiOO5tN82MiCVqRgfkO1lxlCjfTm2jbuFGxVWorIbFWSVW+BiavaXsNtzLpI650B1qpWLUSGI8CyHH/NMZ5fv/ZXx9eqtXe/7nL3/oZjLf18L/+Zf79b2MIv8A9YacuxtjnQi6ZyvuW96nriQEl3ElnNQxDKxWR5DHI5UOiJX8pNCjWcecAAABZfA6xamHVE0iujjMpgHco0rhKbGqriKqdd9bTtIX3P8OBlboDrbzqXkNAgbixqlc/SkIo1U3+st9GXP38+fjv3seTFcCq0hGiFoOjZksivgpAMb9/m58/b6azokZST96OKQglqjMGAABQztGDAgHcwkgVAD5ZpmWribXSHWTzkc7vFUb1JU2ipjLQigNYgcwSxaoeCNOpIJTqoA8RV0qVWt8iFGwR3op7ZelCfBWHc71FEQXO+l//y/dArLX+/IoLvYIl0Mpw6ERmd+62nh1TqB/1BgAA0IYQKwCAfmy5q4v2YwSZXBZteS7WZkiipjLQyrNW4kRnuBIg8wqBU+JWC3///e6lyHZeqnx1Rlwhs0il5VrOmEPxVTSXAI4bBtP35u+//wyPrhwaaP60rfXHWomafQpTKp694XK+BUqRE5d8pyQDAACUQIgVcIacsQcgTZj7JM942DnTdY/fs+UuCnkTGYqOEax8Hrkazn2d5tP35vkAQf+bFCVNTaBVWK+W9a7HJfnuAcUtR+ARU3UYEVe4InytLvX9ru0iONGRoACjVpxRlYi/n84ZY/yhgXd2OoWxVpU0qbUmfOKFwh2iwg0BAADyIsQKyIWBKwDhZO8bE3iMIAux+oSF/E3eiHRJ1NQEWgEo4l5tQ0xVFGoirshRVFBYGC7tvLqWIabve0L5Pwgfzfn0YAAWN9NZLfzwx5yKEJVJ7JVH3AlMuAyOSBRuyPgFAABoQ4gVACAGZvyR2u/fPj9H8WMESVhViU+zgYmSqEkPtJIfES7/CrGJXLDvhHlAzyCmKoNMEVcX4kIENh+ZCVkJPhnHc+1kQEN81QUSigegnE9nda3WWgljrajNBKk1OxfSSV1IGCoCAAAlCLECoArrc0Czfv161AB/5v5eI2AW0debCatqXPQkatIDrTwhC9gA/kQVGwKqisoRcXXqo/reDIP58SPaTxdOwinhzj0NSA9fw52NAUQkACjFWjvP8/10VotpmvwBgobB9X33byBjPQAAAOCS74YhDZAfa5YAcNkwvK6r7XRmlmVp7/jssNzjgeRoL59Q3CRqEgOt2MoMZPaf//lIhPPyuhFWJVy0iKtrEzLzfOVf3fHPP2YczTi20+hvCE8cPuxOdMI4jlJ6CPKxHQs461gaxYjprDxfJSqLtRI48g2bpMv3UOD3Qh5y3jvO+QUAAAqRxQrIRcKmW6AyTAY15WrkR5jsavNvw/8pLt4FccVbe/PlqsJAq+IX8FFYFVgraGoYuOa//iv8XxGPJZWsf1MJq/7imxFXm2KtJa+CyFdXsmnnqszHC/vrL/PXXwqaiaTCe3vgOd4MSrgVX8VACcApu7WNtXYcx/sDn5Ul1sr/z6WREjEsAup2OUQvaQeDFx8AAChBiBUAANAgzVTLh9VEkg5iV7WBVmXtb2Nt/OagRhWEVb0L3Ilboe18lMC7t3NJy1rypqTxZ/sfsnNhy1XpyDWSSFgCD8Rq3zxai/xVwAZC7cuxf6Rrc5dP3oxXbroB2hRl+xDvFAAAAHAeIVYAAKji57xYcUnKuUdgR99zq/ERgVYJcRMyWG7yMHDD81B6AmDxZc6PP1TpjV2RefHLVfkwLNqp/UXomyEIfd8TSXBay6WxKTzo0vyhgdHTWb0T/pTXZFdUlRHwTqE4zvkFAAAKEWIFAIASfvJrmlLF/TCv4S3xVahM4in4FIFWZZYN5B8tJP8KdQlvI6ssySzBKDIDaELFQ6k2+KbZH2jy44f5+XPzv1odDVxHxJVMvp0yf0pLE+FWzh3pKt/vBhBfFQE3EEhpaW1zxlqFVlG/Jv8JgxKyPaW4APpLOILMZwAAAIRYASfsH1tzBCuCAC5wzowj9YYxuWpRv4LrEWtVkyxPNm6gVdd1nBOEtChdKQk/AVBiKNU7vgL3Vfc8H/xHRFxl4G9mGG6VtiwVHFAf6EXcT17VRLAagFoUj7Va7JwwGK1edc7snvObW9gq3Wx5l7YVOCJuR0X4GAQAAOANQqyAS5j3LIJxF1aq3zu1pK1aYf4rKRK6tCDxk40YaDUMA2uue5zjPY2GxiWG4quM75w4VWf5D97ni9KIiKvU/J1cThI08kP3TtntH94MrjLGxI+orn6gBOC+SHmslxZWTnD5a9CV4YTBI2gvkFnEYEEAAICMCLECoAfjLqzUuqxO2qqCwrql8QMTj2D1blesQKvC5wYKFBa8cay2LajJ/VywsskM1rm+jrg8o76vuGIn4iqpJdyqkpMEw4v/7/8O/0buyYCqb/gFnHgOCLDUZnJirULlTxiMKGKlJy1BF/Kg3QQAALiBECugEJaiAbx6l7bKI397BpwSeIquaehCIgZaFTg3sEiOqI+zvRQ81Wp5fAIjcqLlZhB4uHmiRaB//jH/9/+aP4k3iLhK4fUkQX3L2F7fm2FY1WCcDAgUILCRwgvfFRGb2nPx7oTB7cp5nh8Tuf/v/2W7wtwEPywIErEepsgBAACdCLECMmJjEIBN+2mrlhUd58gY9CVD5AcrXpUpuk0zVqBVjnMDyRHVlFVppHH5RFRWBs67ueuvv8x//Mfj988pu4i4SmEVbnW3LcsWBPzPP6uKMUo9kDtmum7UgYBIS2MqP9ZqETZV5jXiSki9Hb3SYzsfiiOZFgAAUIUQKwAAyvmYtiqcOxMynVdQGKiaKPKDZOlIKUqgVfJzA1VUNSQwQEZywqo+JAFyzvz4YX7+zH1Zqh2rTIi4is63ZeZPqT7aohUJAv7rLxP1oXPyb3xhGlruLSCPxlgr70PEVSlJKz12XAAAAACfEGIFAEB2B9NW5RT+uGYPyFMRWQL9YgVadV3HMi2QgqgAmkMBKEv88So4+74ip4W+XkMeh9cUibiKyN8036KZj0Xd2qeouPTLwHGjAYqdDEjJBCDD0oAuNaGupnMz4qqG4RinLuCyO4MF5iEBAIBahFgBeZF0AYhL3Ttl7d6lflwZzfN9iy+mSlDBPClC8h5orEAra235jdRlSQgBUUree1HEEh9jxKzzFV6xy5Az8pSkqRpirCmuIq5MsHK8KWIx67eSbr5rFMKinvSqrllircx+KFKYyCrZNafIXVfgZEAOfgKwo2hww2snR2PQ1arl8n+Yo/9G7m3cdLOUphgsFB9xAAAAnEGIFQAA6QlMW4VXzFRWLFxUlrQ/cgm0Gq5eVfJzAzOTfFZUfV6DLfSsaV0mMKDK3Dx3hv3fNyWIX79cIe8UgPuV/Gso2EH5z3XaO0bQWvOvf5l///tR2qMmskp0Kmg9bbRY9OGbRZx9LAJu42s9KbPP9s5yhWHElaadMOq2L+IODtgFAAC4hxAr4DCm7YrjEUCpncxV0Q/0qV66iT8exDUap2LlTXNba+d5ttZKOTew4GM9ONsbPsS//373X6U7vUvfqkmrJGdESFKKKJA3lV6tP12HL//9jx/m58/o1+OFsVmJgpDe2T5G0H/TeY7yI5Ke81jsZECgYtJSLSKZ18hgRUFX4ZGCkbOTZpi4SNcd8h/L3As85vkBAIBahFgBAJCScxsxCpfTVoWJW6Lu2ofYLEdoh592vxlo1dC5gW8W1fIs/4erJoaIq6I2zz4Tu+q2t8bm/3AYRIRfiwqfTb36UjYr3hIocO25h0lSI4Ucbfv92wc2LaU3aWTSq6PHCB6WITVXgZMB21S8wgSQy2Y6Rsnx9N7reYK3wq0S5R/KELzoNx8STFMHUYMFAACA7AixAvIiPAJIp3TigW2rYJ2b66YCv2A1wokh7jPKcc7dWfddzg00EbdKy/ScUsUUXVZ53aduVNz/zTuWojH1P2gczY8fB//FZuCUEbx4tuPo+0h0byk0+kf8+vVYFv2zSSBc584fbiW8KpB4MqDMgVIUbJMA2vZa34ZhWNLai8jhVoosmw+FPREUU2u3BAAAtIEQKyAvxg9AXGUTD3wUXo+EpBR4J3w07KqskqoU9PaPO+mszJ+TlbSmVtoKr/EkxFTtWK4qXDuR/hSWXcgmTWP6PrmO5DWwO7Kumamq34RiI/5B02Sm6fWNLniSoDSymt0Gz1Nr4TsC+OS1AybzhMGL4VbpOn7pukPOEQKLPUyWAgAAbQixAgBoJnkafXVEYPQZpbjTXmLmGU+ImAuQ7e+Q5/65gUZjUqu//359rzPnR4lLa4KrBGQubkV090UTG+VTNvlN/pdFV6ZheTmSw1egtXArTgYEoElLIdryTxgMd8gYCdsz4nb/VptnKk6s2CYeKAAAaA8hVgAApBFG6vR9tBmHMNdICsInWMPt+BE/M5xfZm4Iktw8N9A7ndSq4Jr9z59/fmyFC/ObCa5MqYirlD+0+miqhZRlsOjkZAkN1+TSFdoUvYuDP/cm2QVvqdxUR8p+pCmOuUothYngQWxQMlRZ1dtCmqrX7RlP1/nPP2YcU+0KS9T9s3b9qjaSWFGy+03n/UyZNN8AAEAzQqyA7JgMAlrAEYGKvD+PDJVQ/gLePzdwcTSpVaEpbyELG9m8i7jKFK+zilyx9tpqzepSW3h2ssKqwmuIuN4m4atlVmSMlieATIAqTxKUdSYgAOCeVaYrCQOTVWor55z56y/z119mnpPkDUrRoq2SuwMAAABVIMQKgBJVrzqgNqmPCFzIOBFGvfBhcT/PkndE0YYqDoKMcm6gdzqpVWLVLLfftNyB5Tdp01ytPnP3RzQYR/Uq6/tybdms9LuMmsXLNLBUaBorf1kRlgCAZERFXG3EWiVqhuJGnDu3PfpW1fQjCZkTRwAAAIcRYgVAiWY2eeM0gZnhEh0R6JU6y6ZWq3xjOEvdEqO6C34W5dzAxZLUKv9qscaV9fwyp7kKT/czPJ38JzneP26jSkXOEEm3cpmCwJ7wMatjBCXXOYqPAlRbPI5KlMkPAJ6tIq6W32duvLJulbnfHQoncn1Hbrlduvpa2HfhLahiFxwAAGgZIVbAMeF0asSuP0NKoD4cEZhaurUiHhY08PP7zrkhUofEB1oZY/q+/1o/9sdPGGN+/IjyU0zpzd8V2ElzdfAfYkfugCr5qo/MWAmTMhLilpfYYwQVR1a1idcWQC6rpiF/xFU4gosZaxWxO2TtRr5wthPUZBks3ERJAAAAChFiBRwT7q642fVn+h6oWLYjAj0Z60+Khc+LFFZQxVo7z3OUcwMX0zQ9bYmO1EURtV5eGe7qNWFomvrgCVqxWBiUySDhGEEhp+gCQEJkgLvMBwmNo/nxw/z86f8s7E9m3lUSOdYqVtu3mhkLJ9VRnPbhDwAAgACEWAHZMVcLVCzpEYHhJ8edrWt2hoXk5I2oNwQh7rmBXjhNf/+jYlzRXf6LRFwvJ2hMl9QHLMbUWuKoj6rvn0RpnsINPNZWc9PyHyO4sTj9zz/mr79S/1zcQm3ZpkrrvWKE945k8rMH8/z6N2FqxpzhVtFire53R517OzNGX1cCCfNg9U7RAACARhBiBQBAJHqPCAxnWBRd9n3hvB4zy9BpOTcw+gq03hCi6DFVKwX3qWPTZjig+vRUxUlYwC7VP9H1OtfegXk9RtDEq3K3jwL0/3Mc2+oVa8cabVNqr/cg2pkNb6/hVppirS4L+287M2PO8S6Xd+cRSBgsAAAAFEKIFQCgIgXnaDIfEbhocCIj1jzOKiQO0GyZvm8zwdISYZM2qsZaM02m780wLCeDhAsnptX7n8hm4JSCTFQ5JT3lp8H7HD1LaDXEdDWTh07+n/9j/vf/fvy+vs5hg6MGABDjNWI49ZAhjLU60YDenG/xI6bF6p+HHz6OLfY2a3L58fHcAQCAfoRYASWQGBmIyDnTdY/fF5yjyXNEoBd+5QbFurc7E384RXij1tjD9bPn2TZJl5IppmplKec+0GrrR5Pg6gJNB/nldHZNi1uHdNpJd7rEV5lavmndowbqPQA6hUOGDOFW0zR1XXc0qdWdqnW18zDsP9z/cFSpju4WAABoDyFWAJTgmHZIpveIwGaFz4hapW7tLAwHqkxqtXf8n3+yqWNbT9pMcGVqeRzXhImpOMhvQ93BEBcU7P/rOrxGeKxzZuFLdGr3BZ1D1WhTAOQXo7eQLdzqygGCZ6/kyM5DOi0AAADQjxArAADuKXVEoMe01DVh2E3mRwZkpD2plY/I2YvFCQ91SprIcLUJ+/zN3ExwZaqOuCI9lXqtrYFlPryGiJBEwgMfTz1HOocA2sEmxstSplFfxgtJh28+1mpvnHXt6OQLOw91RbTj1bXBAvUPAADQjxAroDTGk4B2OY8IDH9QI+udiYRzOlTCqJ2upFZ72ape/cd/fP0+aUhE1Ju2SnBllOe4CnNTEU2VFesTcWUuuk0mWczBj6+XBb+DZ26GWyboHALytRYEjMZkGL75z9w+QPDvv7/erIPN6NLyejuRypkj2vGKEQQAAMBthFgBJaTc8wQgK44ILOLmlDq1LlolNqnVubCqUJ7XOX3dvtpBLjDN1fU4qt+/za9fj+p6nhNcWl1YM17Qp7rm4FJo3cLl24Ov0ipVIVRgkRhA7ZYxQtJYq3VSq58/zTwb5442jqvM7vsT3czGNI5uKgAAqMKVEKtwPp1tymgFk3eAZKXWI8seERhexs22uLUqLnxqzO9Ur7XifUC4K7ps+M72+RTOmR8/zM+fZa5p0+bqQspEpKXSXPXPr8neEY3HLfFVUC1/5t0iSZ6UhriFG3hgjLH2KeHrkbCzijuHSks1ACCQOtZqI6mV/3WkTTyb2Z2GqUoHSwtpXAEAQBUOhVjt9N2XP9w7wBsAgCoVOSLQIxneZavEY0DDiiS12hs1OPeoV08lBSw1R5+37t1Jc3X23+ZGmGMiYfFLFORNZwOexrc4LL3T9CFGkM6hRkw/Aigl/+hjqfGszRBr9ZTU6mP372Zm9/xB/IiIKH8AANCqvRCrU8st4V4HAq2AE9iyAyjFEYFC3JmSK5V4rDLhcTycT6RQhqRWR88BFPtKhuEFMnpur2mu4vj92/z738vPiP/5+OhajcrDAl6FNfbxGEGxLRFWSIMBoB3j+GjRgqmnpLFWG0mtNll7JbN72N0liL81MkbTAAAAN70Nsbq8xDJNU9d14zhygCCwR8wSnQ7MmUKa1RGBFNHMLk/JhQ8uc+Kxikm+jbybZ7hgvv54hqTjH5tDim3Qkkv4NeFayDw//VV4qN/qr5BHfeXtsuKZk1KnVYj7BTlz55V/gsttefdA6RwC2pEF56wMiTCRyFYrH8ZaJU9q9fyDn67n+MwMLywMeUMBAIBu2yFW93vkwzCQzuqj7jmT6swyBvAOW1QhTTgRGS8Q4ZyW19IuT8mFD4vZ5BbQfFySKkPSp5/69ftTr2fObdCrBXugeq11NjgbsTJhAzEM25GjdA4BjaiuY+HW3ZQnwu9YWHa6U+C3Ty+x1ozj1znvp+5Daz1MOaJHWPIoAQBAk769/lHXdVF64dM0kchqR4ab0yXDkwUgSzgvkKGCWh0RSJWoSNjD4cEB+37/Ns49fmV26vVM/S4XT6UT3c43ytye4o76SiYQnbVPL8hmtVZ957DWip06EEApEnbcvWetdc7N8zyOYx+7hvSnl/gf4X+YmWfzr3+xnUklRbuqAAAAhFmHWMUNnSHKCnir1olOoIicL5HMIwKFXIZwq9g4APt+/TLD8PjVbCXT2henUyrB0kK1vBe8tVcvLl7kUFiW/HGBoRY6h5QHAIgrc716tVO0xFr1fR831mqapmEYvgKtfv48/RHMioPnDgAANHsKsUp0YjfHBW6KfquhDAMJQCk5GxbD5vXOlSjdRnZhBVpgbBwgmZzq7qN0ISn7B0hRk6ApOQt8wWNelYa4UR3tCNeVd5oz7iEAQKDbnSLnnD89MG2g1SnMileJrhQAAGjGV4iVc+540M+p3Q+j8CWZEjIk9yJ/WEyMEAB41R8RWN83WoQ1ea1ZCvCKQ2TuqLhCOO71AKlY4a2l0K2tQ7bwaEWhlrooehOVxuKH3iWyCnPT0k/QpYJiCQB5JUpqdT3QSmlQO1ZOjY7pdwEAgFp8hVh9DITq+34cx3me53n2ux/87z/ugeC4wFeksFKm4C5qAHLIPCIQB+2nosFNTI9CjoiVc5WhmR+7tbzOxZ09OSXpWJuBfCJKB5h6y8NmP5DOYR30FkugFKIc7svZYY79vFIktbqV0QoAAADQ5ivEaifop+97H1a1GSnle8/7/XIiikIEnOGBFSxAF4GJHKhGjgvnJWmIAYHuLB4kqp9Zfb+PRCMX0EgZMau/upYJ6RbusPapLPm37DVPIQBFqDcLFHoAACAASURBVPSAG1IktVoCrQ6tfZzdVIAoCvaxdfWrAQAAdj1CrHY6vuM4Htl/4PvlOz1yNjF4pw5kBPAgZJUFkqWeYK3+iEDVPvYxeF5tovPZjgzv+KoV8OjVn0JVDBW0HwaKd8Kl3GnartVrVV+zxfwAgEak7z9HT2o1TdM0TV3XfQi0YmgQsvbxS+MkxsFuhtIcrgAAAFu+7f913/enUi7tRFl9PIiwBc65Idfu7c1ArjkSAuYAtEXFEYEyryqdUyug8h8fUmAK7776FmVPqXIF99Sj5MURK2fhbLweaJy19Tz3VSIrOocAAF1StlaJklp9DrT6859G+YmKTdPjFytoAAAAGjxCrDbDcfq+vxBJ8y6EiNRN1tps8VUAgJgEHhHokWjhiKayFADNih4FUv2+6nf1IS2LBI1HNRHvcl+UGmy1x6CCCmGzaNE5BADcUdeoIUVSq7eBVjTBXiNd3zbHNQAAoFLfzPsj/K7FA1lrY3XBK+Cc8weQd11XPMiM5yIOp84DKnBEYE2IdQZwwc6sdyMT4kBOxXMQZghxS5GHLPq9CntN1fSBXwPF6ByqExZFHh+AIrL1Twpl1Y2e1OpzRqs6uhnXhJ2T0utHdx15NViiAgAA+n0z74/wO3VEYKjlXE020HXdMAz+APLMl8FBfjq0PHoEkopYB66OR6mydq3yJKxFmIChmtVBoD5xa9con7ZTN5LnCWVlDi9gW0ibVnsMqukDr44LNO2V6moepdfa40OI5ukaghRxRtykVj7Q6mvZorImqVliE/8DAAAk8+3dX9zpN7+Lzao+7sdaOwUKXsm7sDkAqFaKIb2K41FaPkvoyHcPnxozyOnIXOGoO3ywMveT1sRtBWodthxcVGu5ZRHieKWaocqVU6sjm1UfuLIe1Co7VwuIDEaVaJ7u4x4KJ+YB+aRWsQKttpctGHdkkCjC8khBJbgTAADU5W2IVQrE/QAAUkkx9xQ2WyRAUiqcp+MJpsO9rZXM4LlNcS+vhehM4Q+0cY0/HVEBsroCLqPERzq3DlqtrECGiax0PV94LMMDaFDBBsta/9NjBVo9bcKX0NmTJs+zLti7q6xjCQAAmpQqxCrKngbEVX0WsYTSzfKTJOAIii6KWG3fV1EOVVxkTqszbgCc1ezs58foTLpwKIhSl1rjKX9a2GPgHzGdQ+14ggAKamo4MAxL7+hmoNXev6qyy3FBg51PAAAAbd6GWBGOo1rZYwqByO4fHgRckOLkwRQaXwXcpy5IDhHxxBuUYp2D5dubr5KodERK7ZTnbHe1qUXEDCS3UNa20n0ax2qTFAIA6iCkIz0MryktLwdarZecKu5pHFdBB/vjYEFIYQYAAIgk60GBAADosMp+xF46+V6fEcnnG0d4Li4L65PKFuAPTm0TvCtBsy1XCzV2nhbqQvd1lcO17tffWnr4KrVQRQCAKO9bTB9oNc/zwUCrD/9ZBZFGAAAAaAMhVjH5QcVHRU5R5OhGBZgrBG6KlWJhtbxU2fr6iuqaZ//iw3XBuh8igFexKrcjC/CqK1KoU315ExIgqzRx15075txTf4k9BpVRWqRfCakiIEQ1BTsncsmkkKI6UtUKHwy02j41haK4Ul+FpqowAwAAHEGIVYU45FETkgQAAoUvo4rlpTszyxWvUoRzx/IfIiBf0qneKIs9sQ54PXIxdOGQ07vyViSAuLLeAharDjAPGgCAHTmHA0oa5f1Aq0Pbv5m6SSpdhGU4Ktl/iEoKMwAAwD5CrCo0sswDAJetUlgx+FeKibmC6ttz2ThFu4qjvPgV1x7XvhpvdClHQgazFVdiCqtnLR1gAABw37tAq+Hd3gB6HRWoeBANAACwhRArqDQaMxqjZ8UPgB6rHfzqMDnlsUyYn7T3hSMwcF/FtcfHr8aLU1yzCxUCa29dz+JCctPVBgOi6CCZwCoCAFJQXt2tAq36vre6OlTZVDzkXCgvzAAAAK8IsWrF6+mB9o8u4P9E/lGD1hhrTImDMQBULdzBr+iElFhnY2m0uY4YztwxgwM05c7BqZf/IXmekBPlLY+knUBR60zOPfUkOV4ZAABEsgRavU1h5d0fxOm1OYlHZwwAAEA2QqwqNO2ORpaYqumP1b+dpmkYhiXcKvHFapA6xqLlYeRBohYhoMW1Nzd8DfcngEShrt6h6DkCKC5sOz72OtrplmgJOK7Y5jAhcwlkzFKrVQJX3vcW6H3Keq8cGVA8kF+63lFdkzzOuRNLDLzLSr17HXigAACgRoRYNcQHV+0HYIV8uFXXdfKTWqUVTjo3fisA4cI39EIyp1Xqo7qmtBoSHnbDc2wW7XUiiW5s+J5GDIu8cLVh21FfgOapmPWW8yPK0U4Y34JWO66P9zNM4GpoPat2c6AkRN3NNC6oo2DnRDurUQutM+9yxWi7AQBAjQixaoW19nhw1cowDDJPD2RiAEA0YVyOUTiHRW6JBdM3MIRHR5V5vvvmws/NwKB3R45+VF8xi7IClyh4rmX1lbQdxb+s0s7V8fu26v2yogldiBQBbirezgLIScLQjLYbAADUghCrVlyOr1r++TAMAqOsasNIAyhldUhKO7QfxBlODPkq9HKEBIAKxHrryfMUHRXyTX4gJiSMmFFhHcIiROJPAADk0D5Rc4HS0Pa4st2E1L0+BgsAAKB2hFjV5sTR5ucRZZUEtxQoLjwkpe/Vv5Xar/+UVau3Ou0RpTRVCFGNs71oXeEIvJUa7YfxZS6BxBTGIuRlXHWZhFwVsK/BmAMAkr3u+EIUTXVLqmna3mW/ruYLAgAABL6XvgCU1D93bY9kuhqGYRzHs4FcsQK/fv/+HeVzAOBJWPspPcloGL6+xTgyu2dMY7NyEjhnuu7xewohCur7R314Z+9vfRXIhdMzo9xJ3CGqIs1zMWLXYKyNVi1kOMr248sb7i4wanu/AACUlah3JKoHmA2TWgAAANCDEKvm+LCqd8monHPjOO7HWg3DMM/zqR9685hCADjqwnrwahO/0nkcpZcdndilWWRGScAFd4oNfV3kQUnLKQwdrolzTwWJVcx2EDgLgFGSOvVt/HiH3siKczXckwq+AgAAwBYOCmxL3/fOuZ3D/qy1zrl5nvvdwXbS4whPqe2MCuY6X7Uzm4AiVotMlDfVyMcAJLJ0CxN1VNIt9hyv1a91blmdQmrv3j7KHi4L+0h6dxegQWFZpauPRepuak2Y7oBwvM7vztrTYv8JUgUBAICKEGJVm518UeM47gRXrfh0Vjs/5fhH4TPWSHZkOEoDLQsLmPY3sdnZqM0Hx3oh0Kxw2fXaxHSV/Y0LTUN4J6lUYdL3NChmKazu6ip7a5XVHVpAdYEMrDVdV1VhCzvGxClGF7F3RLIxU+mIrCzKFQAAQDyEWDWh7/t5ns+mnrLW7kRZ7fwVAOgQprBikakmTBg1jne5cddWwu4vimgpeMdryJrWFOugpYxFIeTLKo1ff3f3rCXlJwCcM02PQCshDVMsdPNiiT750PKjub9VRp3qEzQS1wUAACr1/d1fJDoJLuLHkkXpuOFqH91HWW3+c5/I6uAD3T928Ljfv3//z//8T5SPOoHBAFCrsHKrbC7DuUMTc7XO5tBDaBzpD3FWWE5O9feG4aujOI5Nr4ggA5JP1KHU6HJ1OjZVFtRhZgaZhXXmNJlpepQ9veMLXiL5Vo11a/29xnsm/uv3/aMM6Irvf3VwWhIAAECntyFWO+fNXZbiM7Eyz3PcD7TW9n2/+ezGcTwYYhUrHs5aW2cpCtfn6tsbB+R0/G1anZNSwcj/5kp/BXfAY74YSErFVOnZienLkSvyb0VZrOTd55zpusfvw/JcpOwxZlEtrNzq6PriLF5h4LjNStK/QV2nMge2ugtuUzgqabOxribAqE3hyKWRPGQAAKBVHBSIz94lwSoY7bRMDFQy1mxwzAwkcvBtqnJrYLM1yerx1fE0lVJ6oBI+Snpkg7T1nirr0ss5C3mpEUr9dgiMyQvfF12Vw+rlXW0tkFbxIg9dZRi4IFsh13h6ILkwM7hZHlbzVIpKVyLcAe3ILw4AAOpFiBU+84msSl8FAMTD1sCa1JeQDJAm6WuVer3nyGRulMAOLUFIVJLAcXW8L9ZWuLUAranjZUQKiZbtw2pzns04bvQSp8kMg7FWX/lUd8GShSXw5l6UpNtatOAmhAhLAgAAkIoQK9xy8KBAABCk4q2BzaYb8VPefc+qIYwRmQcFB8XqWJ5a6rj5QylmSO21jFHqcErYLbxwljQgTU3DN8gUljHf5vqEVe8CrZakVpIxRBKOnWNes198kSjILP+N9XUjAABApQixwiHvzgpENM0GRnzENBCiY1dcffyUt3PMxwG4hVXbHVSwMCnHLI0UsLJfs+UlWwA47l2OVT/qnOft6SnJpwcKvCSEKt4HeEFTM+Svk94ZumpJC9hm9ciUPgAAqA4hVjiEbFUA9NmcjmFrIAAgFDGYW+xyyOXvKPYboW6iCl66db6kX/P1w/te1o0FALHCCn9zxsAHWik6PTD1wdy4KXwoBKOE6LoAAABAJEKsoB/DrXRETQkBB+1MSK22BtY3t7jaYgs0iF5BIuo2Ex+84PsFhsyIyK++DgwyoNjAKGzNFyS3RjavpwS+o/T0QIGXpN3NqnW1D5DxLMOr+tALBQAA1fluOAMOCg3GzMv/GMeEEwRtjmyt/ZoXkJnkHLgmnJ2pMoXV2W/EWgXSKXVuY/ia037ho/sFpr6mBNI4Z7ru6U+ElDrO51Wkyn4vAHh9/xjYRokdPJvwaUlYFc6kLXygVd8/UluVwsBfrOr3AV5AjyVunZbZMGxcNs8UAABU57sxxlrLMXDANlZqgWqspq54o4HowjiApAHQqEmGJZ+dQBCN09Zn3XwTVU/xI7p09bzY1d9woUjX5pPl5SUlBrSjACOnj6cEvuMLqs9rteo1+aRWpWpj3iDJqt8HeE0jA5Aq303KMAAAaAMHBQLyVDnEAooLp64qTjau9/gPAIgo7E29q/OPHwRzkPyKN2cnM5xeZ0c+9KpgoYjRJbRj5xuKuNY53D89sIizebmQTZj5jHjoBuVs3QoOVKVtnwAAAIiBECtAhiMLgUXIXywEdixv1mrqqoLVMgDATbEWnJg1/ohm96awjFHeVMufrEvU0BKisJYPvIoVIO4DreZZXKtNlyyFsKgcv8McEbjj2i2tUvSvL61SAgAA0IkQKwCCMe2LCzYDFpm6Ahoh9qgp7aqf5q7yS0VHxwwmTb5MXsBE2FeAlbA1J/wO2Bel/nTuaVRSpE5mfJTatcfKEYE7Gr8b2sdcVDUAAKAB30tfAKKxW8OPYRg2/zyWoVykgjPm8cVIs5Sa335XBCcCIIqwGqx+6moYvmrFgi8vgMporDn7/lEfvusrplhwck7cvbr5NZ0zXff4/TiK+3aoj8Cuy8fKRCaBdxLFKa3DCRBBNok6h0tXKj/aAplWKax4TK+U9r7wiuINAABqRIhVPaY3Q44oIVbvPiRp/BaKYfiKmrQ2dXUqLz0AlFWwIorYiQ1jWwlCQgrhthaScQIAEIq1yyhdF65gsEisc7ERFzkFAQAAAM04KLAe/dYWq3dxV+l+IgDIssq+jgVZ4lAfSrI62Sqi/Q+/+aOJqUJqfsHY/xJV3qh1AaRGPYOPUrSM6QpeHRsMsHLqGOWm8qxHUest2kmbl+JgbgAAAMSjNcTKMclyWJR7lTRUC9Lx9KHXND3NWTTSdjAXg4LKFj8CBxEKy8Dr7vBGTh2K8iLQrCCUIu+C8Pcx/Mp3FvnCf0sqEeAgcvAgm3SNUcGURcJb2Aa1lmf9Mu5MRJlvZvjjqHkAAECl9IVYWWuttQMTKy/ehVKNt0fv704DJNANgFCbY3gaDgCIooI4m3SdWGk3h7hDRFdrIoEdKb5yg7cRQqiOmuXFQTpJS1f44TlfPfp+AoUTU0SfHKSxwRIl/5Cw7x+/mIkFAACVUhNi5SOruq6bpomMSu+8OyvwTiyUc27zhhc/JfApcCzdVEjO/V6S5zpLTWWy3w6xkH0dAG6qqS2OnhKjppsDAADQshQhCEX6iiSBk2Z1RCAxcPsYYXkay4nMI84BAADikR5iRWRVFMMwXI6yepcwrHgiMUoDgBM0TklcFus4GwDQ7l38evg/qSdPOd6eEiiPg3gHAeygNUEeOUtakYaP1jabd7d6dURg6Xl1ZVorwAVPFwUAAMABQkOsnHNEVl2wE0d1IcrKP4XNv+r7/t1fQT05kShyrgTatTYdT/2MZrEIp07xfn6KoiKqAxPlDjPFj5V0yXdFvT4hyfmGAQA3a+kMrU+RBo7BUTZHnm/YiybP+hFiu4VR7H87igcAAIBsskKslsiqYRiIrLpm5/y+U1FW1tqdp3Dn5EFItxrze0XeR1KaIwqyrwOAfBkWfpa2IJywjtXBkB+EdOcOM8UPACiCcRzyyDP7lHmGjddHFGufIt54OmfVt04UVjuUBwAAAG1EhFgRWRWRc24/ysqfvbjzCUv+sHf/wShz3Qh1Y20Pl7UZn3dk9pYtrUiNicKKaXm44XVu9mBjdTDoqKBZ1qqpEGK5/H3pekEa+S8v266QR/4jpDO8fbw+cnBE4GV0mQAAACBS4RArIqtS2E8x5c9e7Lqu6zr7zP/h/rMQdUTg1/ek/CQSDvvzP3ceKy5bqkGyrwOZfYxoyfOjkULBhxsXUQ7ATeEYYZrMMNzqbql4JeVnqgMO0tuaM6xDIuFLkbQlKtiU8PqUxRGBUbR23yLmvVPR2QYAAFDle5Gf6mN0CKtKZxzH4cCemLOPoO97jgjMxDkRQ0cJ12AYAeIGdgcC7SDTPo7I0LeRM8aJeCRi3z++l5xvh4Ks/SoS3jQZa+/GWklW6/cChGNVGBlky/YUNiUZOlS8Ppm96y2vUlgxUD3FOdN1pS8CAAAAWMuaxWpJleQTKV3+nL7vd87CgzHGWjvPc9y7NI4j8VVp6d1OmgKFDfe1vDuwbAo6AJBjZ/tv3M6G8OEJbQHicm49YPHprOjDAwDKOtsS5TwlMFt3keZYDhJhxsJODwAAAIiRI8TKORclssoY0/e9D/Qh1ucI51yUKCt/2+WcD5gPxcxEzUt8SrZ9hKhYy69wgzU2AHUi5lg6jg39QCzWmnlev0pnE1lp7LGwwgfkobF+QCmXtyxmOyXwVdISzpSaEOFTbnkT4B21jtpODUspOQAAAMIkDLFaIquGYYgSWTXPs//MWFfYAufcOI53Aq384YCN3naOHBKizeKHm+a59BUAAA7L09Zn61HU128kOSLe2Uxn1XVX3gLhL87NFb4iQaVANYTXD9ArcyhSkZJMzy0//6A5IjC6pu5hU18WAABAm/ghVkRWfeScm7ck+nHW2guBVv40Rn/zE11YZBWVkMJW22hKraixOxyIhbcJjSA7UQalclveEXZlw8uOvoom8BCQiC/F2U4g0SRNiZLOqincGZSlsTUHMshTOed5ARkZ5fc6Fgj/hAdx2eUcdfC0rOwAAACo8j3WB/kgnpsxVV7f98Mw1BRTJYG1drmly29Wz2uJwdISVjUYQ5qa5Iq/iUxDANf0/d6kbfFXGwDKil4NUq++w51phHPGuafVRJ/OahwrLAPOVfilAGmIEUEGZYsZrUlNVo9ydUSgkpl2VIgzOgAAABKIEGLl43XuB1cRWZWNlggqiMMmV6BKNAqIawnvo9WAWCzWAilYa8bRjOM6Y9zOyqKiEIph+LraKuPGAFEYoSCDIjV5htaEZKISJM2e25pmZxia/eIAAADiXT8o0GdF6rpumqab8VVVngYI3CJq7JR/wYP5ICAumldUj3U47Mjfk5HQkYte83OwFI6w1ji3fumm6fHnqtGbAnIKs24wJ4AjbnZUsjVSYWuSoU9F41VE+GT7nqcQk/b+pMe8NwAAgHKnQ6wiRlaFnxnlcwD15O/ezj+UpX4Arqlj4gk4iOz3GhXMXpOokIjtyPFSIDPnzDg+vRHTZIaBjj2AK6g6kEipvmjqH6coQ2RlXm84RwRGEd7DcOBfB9o4AAAAhY6GWPkUU/cjq3pGd4A64X6a+oayAADgoLBLoHcumPEIkMGRdFZ6q5ELUyIseEMOFa05rwxSE1L4hVwGEiFBEWIhVg8AAECSDyFWS2TVMAw3I6v8aYCXPwHY9DW84MiSKDYzFeef8WE6FYiLGhJAFEoXgYrMR9c9Ca60JCC/4+msVLwyjE1QB+pwYCVzG5T0x3EAmRwcERhRm0eWs+cZAABAqu0Qq+iRVf4DL38OgAI239mmhrKAdiwEAsCrdMtaoibBowesq4iAgUA76awAYBP1AzIou7UvT7wIr1JZdJ4TaefGRnmF2cYMAACQwDrEKlZkVd/3RFZBPQYhi5x3gC13AFCNbLOfNNmQgIEP8I5PZxWaJt2bN9pZ3gPK4l1DCqL6bHELOcOigkRtt6gM9xYAAACSPEKsrLU+uCpWZJVjEgSoVc63W9S0F6Da6m1i4hXphM0Es594J/NgYZ6/fiEDWhm8stbM83aR0FJOaOAAQKwwAuPUVFKRGWziRaq0FDyOCIyusvvJWAkAAEC5b8YYa+00TZeDq4isghQVFL/LU0KpMfsDaFRBrQhAmljHmoTdiSorq7LpeRLd0jyH2qBur+msWkCaXuAU1p5xwak5tOI9mfBqI14MzY0QVY5uimtzJNLmtwYAABBvfVDgcURWQYKn6fkKJutFhVWFcl4Y06kAgFPEtp5okJDeS/URbFBtJ51VC2izIIHkJVuaLaQWlrGCjVHqH01zU0qzPZycaCkAAABQ1OkQKyKrIIq86cAGCJyEBfARby4aQe8UAFRQms5KcmAKUIewZiAND1IQWMZihUOxZbG4vmdAmgoHLFxAaQQAAEjjaIgVkVVAE3amY/JM0LDNDoiLqVUAKKXuQVPd3w55WGvGkcVIAG8xP4AUwhjZgmWMtq9KPNZ0qmkRLheSC3eA3MYAAABpfAixIrIKwIY8tQF1DgAA0EXI7upE+XXCvhl7xxGFtfT5ATwhRRySEnJK4OoCohT7MPxCSHYuIK46komeSqRHPxkAAECkz1msBkZlAIyYJUMAlzE1g1qpnmBVJ+wPVLOTOCJp96T42iFQMXpWQFI0YTjrSPiFwFMCvbhtirQeKRBdHd0wXlUAAACdPoRYTdM0DEPXddZaslhBqDq2sMiXZ9S3c1IhgAs2M46wvRWplWqaaTsyiNUfoMUHoNG1XG7UeJBGbMA0E49ITcgpgV7crYxMiqJ67P4FAACADJ+zWHlhrFXSCwKkKBWCoCJiTPK1ATiFZh0AEqmyv6SipwoA2Cd2CBAumRNuhaQkxLwmehMlfDUgBbGNV1KMvwAAAOQ5GmK1mKbJB1oRa4WGUNq91NM03GcAAKBd8WWt4qkKi18AAADAK4FdlFjBE8ynoRHhK0MkLgAAAAo5HWLlTdO0xFpxgCBQiVPvcuoXn4oFiIUdb6gbywnAjuIvSPELAKKjZwWkw6mayEZgFyXWJTGfhkYICZQ8K2dLR6sKAACQxjdjjHOu7/v+Uk8rPECQWCtAt485+TnzHgAgGX1RSFN3maz72wEAAL02eykCow1i9aaI+kUjnHt6fwXGSibF+AsAAECGRxYr55xzbp7nKLFWUa8QOIPil1Tq2ytwtguoDNMxAO67n8Gl7rqo7pD08NnV9+2AFASeSwWE5ERm8LLgpv1eitgJw7jJEZlPw/9n7+6RXFfSMwGDJ8pQezNmq3cxsjpkym0TCVd7mIVMhLaBpClTMhXX0mxCfdXmLIFjoA4KpwiAIH4TieeJG9116odMJgkkkHjxZfa6A8T9nu6mvZa8zy4BAM7p+0KB3azVvEdsFxCUtWIneV+lS411MeB0XA7nWIZpnr0snHlqh58EyazDbt7dgx2+f4BW4mOEjYVNJXv8Oa9hthcuJYRfTiezT1nl/eoAAM7pe8Sq1QSt6rqeXdSqzVpZQBB4zY4CduPqO1vb8z5LkV8A9iS8DhtxUMemkj0LXvfUydwaV/CcsvLJBwBgR4MRq0YTkFqYtWoXEJS1gte6cyuJ36ey7hadd0ELgEs5ZPxK7WIJFLlfLc771QFwFAd1rC7l6bXlbXNIxgWF8MtgUVXnmEzes5Gn6BAAgHN6EbFqtVmrsiyXZK3uzvpgXMrzPoWbtuGcLPEJbMS8ba8Drw3vcCTpyjcAq3NEwW4S/LCtdcLuII1LifF8Kat5NxjP20W4mRkAYDNTI1atGOPCrBWcQ7IlxLdz7Eu+YIcDwBnJW5+FmXTYiPA6mUlhvHAlmHV92z+faMbp3bh84jdqwqa+paycnAIAsIu3I1atbtZqYSNCCMEJIUuY496T3oZTc8WCnDiAPKkTXeVa7oJ73Uu9v/CSLYI0CUyTpd49bfoHY2u1MP1XCqurqq+v73dTBAAA7GB+xKrVBK3qup6dtbrf7/f7/Xa7yVrBRZkGgk25gsIVGEpIR3eiP7+9bvfVOXcDYBXCiGynezDWPYxJyuy7Gd39yMWF8Ms2nmXKyvkXAEBiVohYNUIIslZwOWtdz7YoAACQjQNPZHa4RO00DbqcvAAkrhtCOsVhzLyRRTyRy3pOWWV2eHaKHRcAwJWsFrFqtVmrsixXyVrFzI6J4eyUwwHgJavKApArJ0SwLheP2U53j51yCGleDVTbDjRC+GUDr6pEU1ZKNgIAZGH9iFUrxrhK1qqqKlkr3pDB5+SCl6Wv80rhKL07lgx2mFyc4eMoFzxWAZjBsRa8y1bDuk6xSmCxRljKtsPFxXiOlNVuxLkAADazYcSq1c1azX4QWSvGzLvZi663NqvtLqw66wNgBsMHqTkkhbbbWZKMHUx0lkv7XFM6O/PDG0A2unvaJrR0olUCZ2ySth3o+payyukaQTpDNgAA+0SsWk3Qqq7r5VmrkPhZMTvzeViue9q5c4pRaBIArqN72CZwsK4D1YCRYgAAIABJREFUD+fgamZc6HLSCi8JzbPQtz3tWVYJfPbukHGuVwfb6Z5g3u+OvgAA2MKuEatGU4ZqYdbqLrAPiVh+Ac+93bAD19qBBJnyBoCLc57Cds413fTutuBAGp6F8MuGL2UFAMAGDohYtdqsVVmWS+pawfrUVxjXnfdZt+qy814AJjJkkLLndWpykverA2BP5wrBcF6nOGKZvRaYqCK0nlNWiWwga11uSOTlAABc2JERq1aMUdaKdJ1iFubUFKUDYCGTjDuTsHnpkG5pj6m2PqUaeXVuVOCC7AZhLbYm1rXbodEWXp7gmEyDISH8stVXVXIzBu+Od9vd7QwAwPuSiFi1ZK2Yb/adXolL7QywtUWH2+phUzYx9iSCkzfvKVP4nJCxiadpmZ2ckrED99inDsGQsjPugbvnUNNTFLYdeBZj6imrTbnvBQBgS2lFrFpN1qqua0ErrmjelArAW4ywbEq0AgBajrtI0KUuNnMdvfvbs3zap59DOduCl76lrC47x253AQCwtkQjVo0QQlPUStaKazndmc+SBrurBoB5znhjOsWVilXsXGN152uHuVaQBWBPp5v94IzOdcw54xDrLAEy2F9367jfDToAAKwi6YhVS9YKNvfu9c4tZnCc6MKmpBjJlYNDKH69LdsOH3YgaAjrEhOBb0ZmyQw9MFH3LOnUKStHngAAyThHxKrVZq0ErQDgPeedSAISZIY3ZXb4AACNc6X33m2tGXIYF0IqKavrlHMGAMjdySJWrXiu02N25qrSPla5tur0EgDIUreUVN5Hp3m/OpjNrAW8ZEKArZ3xo/Vyts2hF7wlhF92Bfe7gzQAAJY4a8QKvnNqBPDSGeeXoZfrCqQv70+pY2/o6t3euyUTbDKk6dialLYLeOnlZmI7gili/GVCrKrOt+28dQOPBDMAwJZErKCP85B3zbuI2P2r7okiABnY7aLd6eZGr8ybtR2Hr7AzOzRYqBtDNCHAWr7tnM+4r+5uDt3NpGWdbpjhOWV1LnnfwAMAcCoiVpCkY+8lnWjdiSonirCz000nARlQ0yV7kl4AzGBCAFrTNweHW/CWb2egew49Tn4BADIiYgWoJgWXEWPxeHz+5zIGsMRb6xRc1ilC87Pl/eoA2JpULhtpP1Hn/WiNHGU58IYluvf83O/7JZ8UbgQAyIiIFfCrtyZrFl5aM6MKwDwiHYdzdScp4vJwCEFDgAS1dxblUTZm5Kg7jxcIewrhl7RT71qcO7RhHkeeAABpELEiI04zAOBqhHThG+k3SIT7SUjfgTUpjVYwYiQ7Zc4TFjIAAQCwzI+iKEIItxM6uuuAX717guqEFgDI23WWU1REAeCMEhmbDCLw7OV9pPK7QC8VjgEANqaKFbDAWjOhZlQBgPwkcul6I93jt0OW2IDDXSdGCcCB2oMus2ewigyWwpi4N3CACgCwARErSJ4JFADOaLsLz2YJz8uyWRvRsXAI4xHMZuSCcd2TqTbL3g21my2EE1ll1HOLCwBAGkSsyNTZJxpOdMo0+74fM6oAedvnwvPZR/xTy+DeXwBgf47f4CUpXgAAgCSJWJGR3hu8ZrjgguXSTgAAW8g7iJb3q4MlJEhgRHfG5iKzLjDD84GW6TtYnWM2AADeJGJFRra4wctNY2+Z3l06FgBgFelcFbjgjQowFDS0lhNncXhY1uQATBGC0QRWc6LlI4a4xQUA4DgiVsAyy6d4TBIB8BaTidCVZpLDJXMAhjiWgym+HdelecgH7GlKBTvl7gAANvZRFEWV5B3GdxMuAACMMGOYjhhfR2qumbmpqq857rzLD2T80gDYiGM5GFeWn0eS97vtBc7KiRIAQF4+iqIIIYSULniEEOSr4Ey6Mz4TuZ8GAM4uxuJ2+/y6rt9LUF1nljml86z1dQNkJ11iAxa6TowS1mIzgXnMpMGKZsxmz6YEHQBAXtJaKDDGODFfVZvBp1c7yyClBwCHMy7DDg683pZ3gAymsBWQk32u+7rSDNMlufQEcJjuPsFRKADAQRKKWIUQqqp6ma8qy/LxeCRVdgs2sdtl6eVb07tnd2ZRAZitO9C45ABAmtQa4Sy6p+fuZoTU9E6ymVWDy3JRDAAgAUlErGKMt9ttSriqruvoNBK2M2/7evfszk2rAKzC9CKnoJwbALQEEOEtthTYgnJQAADMdXzEqile9fLXyrJslhHcoUkAAKQoRpfl4BeHp9UFyMBWAMBunATBKnK9zKTsNwDA9o6MWCleRaJcu53hresKehiAebp1EE0XpsABwOFsFACciEu/8C5T4nB2654ITz8HzzVGBgBwtGMiVk09qinFq5pwleJVzOFjAwCZ6c4hGug5i90WoTh8o5CiA2C6w4ctOIvukZXEFQAAwKEOiFg14aopxasej4dwFe8x0XCU6dcOvUcAzNMdXwQ4OJG8z2jUIIHnUyGnPJzLnotdWk8TZqiqoiw//wPWYq1nAABm2TVi1dSjehmuKn4Wr9qhSXAO6W8O068ddpezSf91AbDEdsV7pDogEXkHyGCK563AKQ+8JCkC04VQxPj5H0DLPgEA4Aj7RawUr4L3dM+RunP0q7OkCwAbWfeIrjtgOVaEhgM5AM7ClWAA0nSiEWq3SwYAAAzYI2IVY7zdblPCVYpXwYlNrK6s9jIAM8hUpWm7QmWZsQgFXIRtHEYo8AZAOrons9tllbqnyTtU43YHDgDA9jaPWDXFq17+WlmWzTKCW7cHSIUzPQCm6160dk0uHdOP3neeWWZPDurAVgAAcC77X4py8QsAIAsbRqwUr+IYigQcZUodC1s6ADN0hw+XsTNgZnktgmsArGvTc3alNQBgRS5/AAAcYZOIVVOPSvEquJYpG3K36rILgQBMZPjg7HZYUdEpFSQiRjkSTqYbq9pupSQASM1Jb9V2hAkAcKiP1R8xhPCyclXxM1y1+rPDUooBrGLKeakLgQBM1L1WbfjgjHxuIW9V9TVUSahAL5MtAAAAwPmtWcWqqUc1JV9lZUDOIZ2LYdvdSbPulvjyHppz3RIEwHLL7wpNZzim10lv/GVFz8eTrp1zNYYqeItNBgAAADin1SJWzcqAL/NVZVk+Hg8rA7KTsyf5dqj6273Het3uGn80BY0BmKh7eHn2kR3WlexiZE73APhGFBuAlG0027DFKdvQMvQKRgIA7GKFiNXE4lVlWSpexR665w/WaNjZeOfb/AF4V3fsSC1EwluSDQPtRrkvuAjbOIy77JEAAKnpTjic6DrClBta3PQCALCZj4V/P3FlwLIshavYifOHA413fvdM1Z00AExh7IBTKEuxEq7OVsCptR/gjT7GpgQBAACALMyvYhVjvN1uilcB/cZ3DpJwAEzRHU2MHdDlDAvSZzuFhtA8AAAAkIWZEasQQjVhTqQpXhVcD4PrUPMfgLV0jyGNL6fgsH9E9+xplY7qXq4W4wDgLBwtAJCOTddz3+40zTL0AADHeTtiFUKYWLzq8XgoXgWX9m0P0O43XCYH4F2OKpPlrZnIFWXIm8I8MMJsAAAXpIgjAECO3ohYNfWoXoariqKwMiAHy+Y2jtWrHTxbfaKz2+buaSQAvDWWxehqXD6cGmTPWwxilAAADNnhWNEUCgDALqZGrJqVAScWr7IyICeW1KnIGTeloTZ3v++uHYDrmB28cLtnTixpt4WkjloBOLVN7+8648wGABexwx3OW3OKDQCwr9cRq4nFq8qyVLwK+MXQfuOk56sA7Kk7iBg4yMOKlVZTPu0S+YKGbYET2e1YK+XxC4ALOulsQ3c8tY4EAMC+PsZ/PHFlwLIshauAT2V5+iUaAThWd5bTJWr4JoQUj7XaTVXZOS7LeRAAAAAAZG0wYhVjrCZMjpdlWVWVlQGBfjF+Xia3lg0A88jxp69NFcgWbC3Goq6/93MikSabKgC9zAYAcE1GQACAHPUvFBhCmJivapYRXLtVsB6fz/119x4qFQPwrhhNRJKn7jHSjGPUEIqq+iVfVZZFXTvcBSBdArgAJG7F9dwPcdJmAwCc1veIVYzxdru9XBywLMu6ri0OSKJ8Mo/1fJ3PlT8AphPPJVezj4iasqDfztHK8qtcKJAC56HwrHtcl0jZRQDIwLcb0pwYAgDs5Sti1dSjmlK8qglXKV4Fe9j0NpruVrzRXOdzs114AGBcd+wwauRBWbIlhopX2ToAWNEONTxMJAKQuDxOsvJ4FQAAqfqMWDXhqinFqx6Ph3AVZGjd7doFVABab12x604FGk3OyGTuihSvglOzP4RCzBqA5HVvPFZUGwCAV34URRFCeBmuKn4Wr9q+SUBeYjSpCsBUVpM5o+45ginpcdMTh4pXwRk53wEAOJeNbl/Z+sStO2HiDhwAgB19TPy9sizruq5TumQi78X6uh8ql3WX6F4RTGm/AUDquqlcs4RcU4xFXfcXrwKAE3EsB8BldafEtziVM8gCABxkasRqSpkrSEhZfl6Xeuuj2z3zcZayRLf37D0AmMjgC70rA1aVrQPOQRSSPGyxIq2tA4BkzbuUAADAJf04ugFApnrXyDCpCsCI7mymISMb3Wu0qoSOrObQXM/uLV4lXwXA1rojlFrUAAAAAH2mVrECAIANdTNVvTldMiAqNNQDilcBcKwtRpzuAtAAwLp6i28ZcwEANqaKFaRtpNTBcjtPdzrBA2CkNlW3XoJaR6fTjvIWVniX4lUAZElFUgDOyPgFAMAoESsu4NTnRee9tHbqbgdgRd0RYWTdmW7E5LzDH7wlhKKqvt9zXNeOowA4Pel5AM5i4qzFW5RyBADIlIgVmdrivAgA2Eg3U2X+kbx1K34pXgXAFRjaAAAAgCx8FEVRuZkM2EK7HnxDPQYApjBecEFlWVSVK9AAHKk9hV9l2V9rBwPApmIsbrejGwEAcDkfRVGEEILZfAAADhGjEvo58+a+1BSvAoAsOQAAIH3r5owBAMiXhQKBXZhUBWBId0lf1VVPqvvGuXljXLevyrKoa/kqAHLjYAAADuHsEgBgYyJW0HGpKgvdGc+Nrmc7owNgiu5Noi7InZQ3brq2r5riVboOgLyZGQDganaYeG9c4SoGAEBiRKzIV3uCcfbqvju8kO2u7ZXl53+qkgDQqzsGmRzkIhSvAgAASMd2hZndVAMAkJePoxsAZM21QwCKoijLz6DweFz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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "# Individual time series plots\n", "try:\n", " fig_rapid = plotters.plot_moc_timeseries_pygmt(rapid_filtered, label=\"RAPID MOC [Sv]\")\n", " fig_rapid.show()\n", " \n", " fig_move = plotters.plot_moc_timeseries_pygmt(move_filtered, label=\"MOVE MOC [Sv]\")\n", " fig_move.show()\n", " \n", " fig_osnap = plotters.plot_moc_timeseries_pygmt(osnap_filtered, label=\"OSNAP MOC [Sv]\")\n", " fig_osnap.show()\n", " \n", " fig_samba = plotters.plot_moc_timeseries_pygmt(samba_filtered, label=\"SAMBA MOC [Sv]\")\n", " fig_samba.show()\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")\n", " print(\"Install with: pip install pygmt\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "# OSNAP components plot with error bands\n", "try:\n", " # Extract OSNAP component data\n", " ds = osnap_std[0]\n", " osnap_components = tools.extract_time_and_time_num(ds)\n", " \n", " # Add all OSNAP variables\n", " for var in [\"MOC_ALL\", \"MOC_ALL_ERR\", \"MOC_EAST\", \"MOC_EAST_ERR\", \n", " \"MOC_WEST\", \"MOC_WEST_ERR\"]:\n", " osnap_components[var] = ds[var].values\n", " \n", " fig_osnap_comp = plotters.plot_osnap_components_pygmt(osnap_components)\n", " fig_osnap_comp.show()\n", " \n", " # Optional: save high-resolution version\n", " # fig_path = os.path.join(figures_dir, \"osnap_components.png\")\n", " # fig_osnap_comp.savefig(fig_path, dpi=300, transparent=True)\n", " # print(f\"✓ Saved: {fig_path}\")\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# RAPID components plot\n", "try:\n", " # Extract RAPID component data\n", " ds = rapid_std[0]\n", " rapid_components = tools.extract_time_and_time_num(ds)\n", " \n", " # Add transport components\n", " rapid_components[\"moc_mar_hc10\"] = ds[\"moc_mar_hc10\"].values\n", " rapid_components[\"t_gs10\"] = ds[\"t_gs10\"].values # Florida Current\n", " rapid_components[\"t_ek10\"] = ds[\"t_ek10\"].values # Ekman\n", " rapid_components[\"t_umo10\"] = ds[\"t_umo10\"].values # Upper Mid-Ocean\n", " \n", " fig_rapid_comp = plotters.plot_rapid_components_pygmt(rapid_components)\n", " fig_rapid_comp.show()\n", " \n", " # Optional: save high-resolution version\n", " # fig_path = os.path.join(figures_dir, \"rapid_components.png\")\n", " # fig_rapid_comp.savefig(fig_path, dpi=300, transparent=True)\n", " # print(f\"✓ Saved: {fig_path}\")\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "# RAPID components plot\n", "try:\n", " # Extract RAPID component data\n", " ds = rapid_std[0]\n", " rapid_components = tools.extract_time_and_time_num(ds)\n", " \n", " # Add transport components\n", " rapid_components[\"moc_mar_hc10\"] = ds[\"moc_mar_hc10\"].values\n", " rapid_components[\"t_gs10\"] = ds[\"t_gs10\"].values # Florida Current\n", " rapid_components[\"t_ek10\"] = ds[\"t_ek10\"].values # Ekman\n", " rapid_components[\"t_umo10\"] = ds[\"t_umo10\"].values # Upper Mid-Ocean\n", " \n", " fig_rapid_comp = plotters.plot_rapid_components_pygmt(rapid_components)\n", " fig_rapid_comp.show()\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Multi-array comparison plot - original data\n", "try:\n", " fig_multi = plotters.plot_all_moc_pygmt(\n", " osnap_filtered, rapid_filtered, move_filtered, samba_filtered,\n", " filtered=False\n", " )\n", " fig_multi.show()\n", " \n", " # Save high-resolution version\n", " fig_path = os.path.join(figures_dir, \"amoc_multi_array.png\")\n", " fig_multi.savefig(fig_path, dpi=300, transparent=True)\n", " print(f\"✓ Saved: {fig_path}\")\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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1eLgP/0Ys6Y8IAMxd96jH64RHURQBa5qXwxQ61Jmm6UmBj3JGy5pfWQAAAIDlMcYgTmIrQ7s8/zZ1CYzKXKIGDUmXD/9G+CMSlg1KAPTxuduvSQDMVJqm5YiO46CO3W53/O4xBeL1BQAAAIDIXZ5dyIi0dHX+9cfPqYsgGvfXt1/++D51FbPkngMA8egY9WDuhDkAAAAA1swQ/qW6ebhb+cfE27eiNa3rODOr1eald5PpxtsKgOC6L3ABAAAAAGZqdkP4GzYOALTxOqDw/pZyeXax5kU/7VfeiCwAQCRM9QAAAABg+d43sS7Pv12dfx2tgPF7YwvYULDmD463ibZcnn/Tc21v5ftu1jbI58PXukx1jPyHYDEM9gCAGEwc9UjT9P0X7RYBAAAAIKzKtp8OH92UGZrXaYxJGsZX519//Bz5MZfmcf+ykvvA7Ab5DO3q/OtKXvo37q9v6wZ4tB/sQRCmVQHQ0zRRjzRNd7td3Xe32+1ms0mSROYDAAAAAIjKsRv6Jj8USdt4zYMr6iYNNPRTn/bPkbxwEKfKcThPv3+tJyYFANH61P5Hi6JIX+n2eGmabrfbhpzH0W632263nR8IAAAAABqssyO+sGe9jM+gr22zBkzCBIWjcnlNS3WLWsyJOYn7PABD+DjqUSY8ttttlmW7V059pPI4p/6iwAcAAAAAjG9hoZCY9emY6l63V9exZnlX0WghsJMyE/Gom8ZRd9uvvEL8jTiJZAwAQ2iKepThjDLh0fNhiqLoc5zdbiftAQAAAEA3y5j9EJYuXWeVpy6q87nmC/7U5x7VC8fsrGSDSV1Mas23GgCIQW3UI1TIo5RlWc8jSHsAAAAAwFLpuANLEsMkjJMervKHj89ieaNfAGABqqMeHTatNAgV0ZD2AAAAAGAxRuicac4F51PsLMlM9490Y4NPH5WXytPvX4/7l/GLWQzXJAA9VUQ9guc8Ah5N2gMAAAAAVmhtLbGWz3dtp6Un4ac3lrp/JIYpQct4bx4THlfnX6vnlOyfx60IAPivt1GPsMmMzWbz4dGSJMnz/PCnJEmSJGk+YFEUASsEAAAAAFiMGFMt+U0AACAASURBVPrcUWluupvUUslp6WMxoaKlhoHG57YMwBD+J+rRPufRnMZ4fcDmgxwOh6IoXv9YURRFUZSZj7pfzPO8zaMDAAAAQIN19jLN2+9Du24SLU+7V4c6i8lehOKEAMAC/DfqURRFc87j9fiNlnM1Gg6Y53nzQYqiqIt0GOwBAAAAAN0sad7+Mlr7y3gWs3DcRgGDKgfJzD1O8ab+ZaykAYAl+Xz8t4ZRGUmSdIhWNPxKkiTNAz9KaZrmeZ5l2ftv5Xne5ggAAAAAwBvrHGfSX5zn7fLsQljkqPlUXJ1//fFztFqYxsjv03/95R+bzeZx/zKLFN3c0ydL4rUAoL//RD0aRnp0DlU0ZEfaB0fq0h4tF80AAAAAAN087l+uzr9O9ejaYH3cPNz5CH5LgjL0d3X+dcK7JQCwTv9Z4FIXy+gzPKMhO3LScdI0TZKk8utdygIAAACAccU5DeJDs/iQOqslDHSSlSda7O7pQFwslMf9y9QlALBM/4l6VMYy+uQ8GuZ2dDhm5Q4XAAAAAKCBRl1YozXLhRgCenMyndv31nCjMHJjICuPELUkNwnAQD5tarIXSZL0GZtRN7qjcj7HhyorscMFAAAAANZDk77SGvr0Q/OZ+yWJPHzgYgMAQvlU942BBmk0TPtoVpkR6Xw0AAAAAIi8I0hU5tWgdW2fxGfuGc1oF1vzLevDjTaidQAQv8+bmvEYfUZ61B2z20iPBn1WzAAAAADACj39/qWH18GHDdrH/UuHJRE3D3ddK1q1Ma/hL398f//ohqnMyDrveM23rKvzrz9+jlbLctw83L0P0v3rL//ocCj3EAD6q57q0TOTMcSwjYGmjAAAAADA2ixp5EM8wzZMhpiFD4cZvBHPBUYbXq9QKt8p6wzNAEC0Pg0Ry8jzvPLrfeIapncAAAAAwCL1mWwxWsAi5nyM/mt7p05eqbzAYr4Y2mu+bGb6HCWuQukwo2i1PvwTNtN3EwDx+1QZy+iZ/6jc3rIR1wAAAACAP506XQBOYrxBexqxQBvuFQBEpXqByxB6LoWpVJcpAQAAAICjOHsz43xmuuW8B2Mhmo0cmwgSA1r8eIP769uAP8aCTZWrm2+e76S/CFJlADCVz8GPaHQHAAAAALAkI8cmrE4Y1OXZRZzxrzYe9y/vr8bL82+umQZTnZyr868/fk7yyLWGSJ887Z9dfqcSrwQgiPBRjzo9l8IAAAAAQHCP+xc9qjqxtcMvz7/FVlIk7q9vv/zxfeoqGMPT/rnyXeA+VnKLaPb6Opl15gkA2AyxwMVSFQAAAADmYvFLLpZkwma2hiiwHtYeBXTzcDd1CQAsVvioR6UkScZ5IAAAAACASo/7l5uHu8f9y9SF/NdwIZLFxFPGeb3qHqXuNEZ1FX3ow2bzgtdJLPipAQArFzjqkaZp2AMCAAAAACs0xMfKy+UXP37+7csf39tnPubV1F+ecUbvnPooBgJFyFs1iIZwjGkflRaTqwNgdkaa6lEUxRCHNSwEAAAAgPjpAw2n87ltn/mYRVPf6IJKTsuqzOKt6s8Bm83m8vzb1CUAsASBox673S7sAY8GCosAAAAAAPfXt6ttipeZj5uHuw+XXIwj4AthyMFKSA/wnqsiZlfnX6cuAYAlqI56dNvDUpfGCDJ7I8/z/gcBAAAAgFUxb/+1ht7n0+9fT79/VQ75mG/HdBZDDvroFovxefqWlhEV8nKfyhkDgLn4FHBaRl0aI8uyUA8BAAAAADCccsjHMprcVPJ5+paWERXycp/q1DM23zDcOJwfAIbzufKr3faw1P1WtxkhbQ5uqwsAAAAAfejBzMvl2UXnl+yk9MaPn3/bbP56df618rcqy+hQWMBAyeX5NxdzcAFfoJuHu/cv0OXZxalzd7zKDZyck9xf33754/vUVcyJCCAAsfm0qVmwcmqKYtDtLUHCIgAAAADASW4e7qYuIZhTRxSUsz0GHWwQ8OBGF/RUmRJYxliLOoNud7p5uCv/Ge4hZqHbjqHRvC8v8oKn1XBDkAIBYBLVUz02m02e5ycFLOq2twwnSIgEAAAAAJhWtJ/Fn3unP9oTuwDObbPj+SnnRpQBgkHDJXTgFQnlaf/cPm8nTwNAKJ82NQM5drtd+6hHURR121uyLOtcXPPB+x8ZAAAAAFhz2+ny7KLh6T/9/lXZ0dcfndzl+bc2Pxb5KxUwLxLV/Iz3Ew7Kt9KXP76Xoz5GG4Gw5pvbe0HOhlMKAPH4VP5f5YSM3W7Xco1LQ+qi5+6VoijqDm6rCwAAAAAzpVsWUMsmd11o4/769l9/+ccCXpEFPIX2LKwJq2V0pqWGcThl5uPHz78dYx8BHxdi4woHYFD/iXrUxSmyLPsw7dEQuei/Y6VuL4ztLQAAAABAKPfXty2jEkMnKsIOohhtfMIkOgcUxo/F1A3wiOQFChudaTmtpG5qTjd66gDA2vwn6pGmaV14IsuyNE0rAx9FUaRpWre6ZdNvx0rzwVuOGwEAAABg5fT/2iYYgn6sfxbenJn2aY8ZaZivsAALmO2xvBcokvBKzJZ3ik56Ro/7l3Kgy+t/hqsNABbs8/Hfsiyry1XsdrvyW6/jIA0Jj1KSJJ13rDTsbdkY6QEAAABAOI/7lwU0jPu7Ov/64+fURQymZSvx/vr25uGuzaSBy7OLgAMJiMGCbwVjXqvLC68E97R/XtiVdtIzeto/v78gF/zue2+FwUoABvLp+G8Ngz2Odq98eOhuIz3SNE3TtDnnYaQHAAAAAKFoTPLah024gAtWwjbgtQ97en8raH6BljebYXlW+6aIeU5G5dtqVX+I1xNqAWBon1//x4cLWdprOdKjKIo8z4//OVyCBAAAAACYi7pFKvfXt1/++B7sUarawFfnXzebv/74+bdQjzKaZc9l6WDodTxBZjOcFPeZRbik8hmVr8X4g3D01BmHIU8ATOLzm/8OkvZoP3gjz/OTHivP885LYQAAAABgfPF3ZwOOqYhWZR+urg3ckPYYOj0QnAbkkjRMPhjihe5wzMphEpdnF+VNpuV2JFgMFzwAg3ob9dj0TnsMt2Cl5aQQGE3dBZllWQzXakMNtiABAADAaGY9l361baqr869P+4vVPv3Fuzz/5sVdGC/oOMKOVgIA+qiIemx6pD2Gy3mY50EMjiuHmt8dx+8mSbIZN1dRvk0+fPNut9vyX5Ik6R9MebOJ6WigyMv7Y4Z9oLqnc/xuqAcqBT9FcjwAAACszUAt3vvr2/GHEPScGnJ5tsB4yhDPaORlN5WzLl5/dzGTdaq3t1RtSloJoaI36sZczeIszaJIAFalOuqx+bNZeFLgY7g0hpwHk+sWfip/ZbvdBklUNCjTCd0qLH+rT06r7qF3u93hcOh2zAaVjxXw3DafyTIJF+qxNi1yOacqczxDX3IAAADMiF5jZXOxTajifdqjuSUfZ8/+cf9St6pmARaZbhnBEKuI6rr4C778PjRyqCh+sx5zFcTstoABELNPzd8uiuJwOCRJUg4nqJQkSZ7nh8NhiJ5ikiQDHRlaStN0u9327Mfvdruy7z7ExIU0TbMs61/hdrsN/l6b45u3+Uw2DPyIyqCXHAAAAPOy5j5rqU9z8f76du6duQ5P/3H/0jyIYpHeREZWeAZ6qrzSPnz71AVE+pv7Oze4NY9XmcRw1zYAlGqnerw2SadwuF0w0FJRFFmWBTxgOUIj4LU9RIVhwwG73S74GIxBfVhq8CEcgwp+yQEAACySkQDTir8Zdn99++WP75vQneOonvj4q2qITf/5KN22tzztn8XRxjHceQ5y95j7/KH39RthAsDQPpjqMabkT4fD4XA4aEwyrXJUxhBHLudn9L/Cg+c8SsHTHgOdxgnN7u5UvqZTVwEAAECkXscXJvkQ/FTNsJM2rfz9//4avIAhnnjYT+1HFUbpYOgZBqHCMaGOE+frNevmPWOaezBi7vUDMEetpnoMZ3YdU1YiTdOWwxve7zZq+YtZlvWZtdAm59Gwd2nTWGf5rYDhgBmtEWnz8uV5PrvkRPAEDwAAAEylw+yB/q30q/Ovm034tEdwV+dff/wMdrS5j1uYdfEdTPt6Ve67GS09Nq9tO2ueoLPm5w4AwU0c9YDYtI9QNHfNi6LI87w5N9C5+95cZJIkWZa1ySKUP1NZZNhkwFzWuLSscIQdLs0xnUofViXtAQAAEJWTRkoQg/nmBtr0VlfYf+2/rySgua+uAFry1x+AgEQ94H805zzaz+FI07TMDTRnPrp13/M8ryuvZcijVD5u3QiTsMmAOU7CaDB0cqXzaW+I72zmk7kBAACAoU2yqqaNoXeOMIkPMyWDDuQYZ7FL5XPU1V6kqGJSALBmn6YuACLS0AJPkiTP8w4N+DIt0TCkoey+tz9gURSVjfwyhtKhi1+GUepqO/VodcrgSKijDaTuxL7/Yt0Zm1xRFM3XW7SVAwAAEK1x+sQ9NRQ50GaHgXrY/fv90aZYAhruOUZ+tXfrrz/tnzs/YssT0nJ7y8jJjzUHp+YYxZhjzc2W94wAiI2oB/xH3XCLTY8UxVEZp6hrwGdZ1j7tUdmqbz9upFKapnUJgID5jFNDLSOrfKbloJT3Xx9hh0sf48R3AAAAmJE+rfE+feLRzKJIhhC2nf/6QtKm3cz8nWUnDgCwbKIesNnUj8rYbDbdhnm81zzeo/2shco6m/fOtJGmaWVtYZMBMY+UqDuxdWGXyIeU1L2gm+grBwAAmMRAgx/obOiP46/t4/7drvBZZB2mbeeHmgIyi1PdoLL+tb3LVq7Ne8GfWgAI69Nms0nTdPu/ltEIXOrzYgh1UYk8z8NeNnVpj5b7TSpDJ0mSBCmyLtHSLenS52mOr+45ltU27EOJWcwzVAAAAMY09x7q0OJsxwbs31deADF83N+VOahxFtlENfRiqiuqrsc/5rss5nfTGnYqbQK9F2LeoPRhbW0uwpVcDACMxlQPqB1yECpC8UZdA77N/Iyhp2JUZho6P+gIY0JCqVuLU/7LHHe4lGb0EgAAADCVGEIPBBRndidCTlQolT1+LW06iCo79UbMtQGwWqIeUN35TpJkuKEIdeGJySde9F8E81rdCJPJn+Z7ldfA8QKY6Q6XTegXFAAAgG5i/rj5HPXv0C+7CS2709JoJ6rl0or57rboeYtzhxzHsu97EZrvOxqAGRH1YO3quvWD9sjTNA04biFgJCV4dqFuHkZUu0Xq1uI0/OdcxB9GAQAAICr317dTl/Cxkzr0mm0l3XTeeB+ZCjvmZPKbiWQDALB4oh6sXd1Ij6F75HVRkg6PG3M7vy7UEtW0iTYbaua7w6VSVFEbAAAAWIyeiYoIm9OP+5epSxjV8RVcfEjofWSq25iTyhMV4ZVMQJ1zPB/eIYXSAOAkoh6sWl3De4QgQl0GYnLJOz3PRt1Jjieh0ry9pTTfHS6V2qRbAAAAWJKwn9efO2fjjYY8x9P+ecxK3ltb1oSVWHyWiEr++gAQlqgHq1bZ8B5hpEcpzkERxTv9z0bleY5kjUvls6tM4cQZzekmqqkqAAAAjKDb5/XHEeRj3CcdJOazEcSpMxUmz3M0aFNb5fMdp6UacAhBkEONn4ypLHvk7S1iE0Tiw0tx8X99ABiZqAerNm2uItSgiEgyEw3qRpjMa7ZEXTQn5pMf/0gVAACASKx2aPzi9yxE+8qO35JfWzt8eS3VNq/gyKmdDpfx4u85UIr2rw8ASyLqAW+N2bk/dVBE3TCGLMtiDhxsas7qbrebPHPQZntLqa7UmAMrMdcGAADAXOhXDSHmQRqzc399+6+//OPNP21+ccLYQeVDz25bTeVlLMwxuUlyXR/+pWh5ea8tlAYAfVRHPXa73Xb+Jl+EQeTab+4Yzqk7XBqCEVmWpWkac+Cj8txOOxXj1Gug7imErCmomGsDAABYM63QcVR2Fp18RtY+LDVQAKhPWqvD746zOudDkZTBkXwbAARnqgdMqcNMi4Ygwm63iznwURTFLNa41I1OafhWnCe87uoaOc8EAAAAwbWMawzdWYw2NXJ/fRvqUCuc6dIweyDaV3wqlZdHJKtzIikDjtxAAAhO1ANmpi4wcVQGPrbbbZqmk69HeaNuislUdVYOvWgoZkY7XIqiqBvp0ZBlAQAAACY06ByCFYY2uikTQkOfroBxnKkEnJozu801J1nAaw0AxEnUg/WqbISPP56hMrfRHH1o2arf7XblMqYy8xHD5Ik0TeNZ49Jtg88sdrgURdFwkcQWAAIAACAqi//YccxtV3MIVm5ecZyAU3N6Hmpe520ZhvtLEe2reVJhNw93w1UCAEeiHjA/aZqeNEaizHy8HvUxYewjnjUulfmMD2M0dacuhiTNZrMpiiJN04ZnEeEAEgAAgEgs+2Plm5rO3KBjJCo97l8+PNWhmojRtgxZkg493cUHquC9NdyQ1/AcAYjK56kLALoo0x55np86T6L8+fJ/y8jF+BmFLMvel10O9hht4ETls06SpE0BSZK8rz/P84DFdzvUhxdDyycIAACwTk/75xXOVBj5KT/uX378/Nvl2cUQj3vzcBfzxI6RXZ5dLLjpGCqidHn+rf1ZCp7PGOI16nnAk0qq/EnvwWh5aQBgeT5vWi+DWID1PFPWIP1T5+0h5S9ut9vNZpMkSZZl4+QAyjUu78vOsuxwOIxQwGaA4RZhd7gMsREmSZJIRo8AAAAwicn7fDcPd5OHD+KZpjDJqVhMGiZUVOjq/OuPn0GOVOvUcUGLeY2mFc87fVUe9y+nvjeXHUp7Y/wxWgAs3ufNnw3jqSsBuiib9+VbuE8+oFzyshkrEFAURRkxeWO05TKV56rlQ9cVP+ZUkg7kPAAAgHXqsFthYQXE4HH/8rR/HrmfN9WZ79DsjJzwQR9P++epS6jQPwlRGWERsGhvkfmGU4dj1V0wS73nLOxPAwAx+DR1AUAARVEURXE4HJIkKdeydLbb7bbb7QixgMq5GuUal6Efum57S/sjVP5w8EkhoSRJMtq4FAAAABapT2yiXNqyyL5mpThb+83W8+q0VHfBh20/z/oj/p2v8+DP+tS5KUzCywQAQ/g8dQFASK9DDH1GfWRZNvR4jwnXuAyUyRhi60p/9rYAAAC8t6qJ8dOqXNoy4cmfdXN9kb788f39F//1l3+MX8nR0+9f40ynOHV9TPx3rTbvr+BLc+YYrlqhtb1M8b9bAVgGUz1gsY6jPvI87zDtY7fbDb2OpC6CMPTj9tne0vzDUS1wKYd5yHkAAAAwicf9S2XO4/2PdTh4m+EKlQ8d8/z8sPECoZaYNbw6EXaIK9+ks3t/rUqEV1GdRS5qAYDRiHrA8qVp2i32MULao7KSQde4VD6jDltvei7KGULypzzPhTwAAACYUPulLWv7qPdoNN1H06GtPuir02fdUiVvUt4bNKIxo6jKe3VvwHFmBQGwNha4wLqkaXrMOrTZ8FKmLoYLfJQHf19DnucjT8gI8nChdrgMvcIGAACA92bdW4pKm2Eek9Bp473265yG6G1XPvrj/iXypE5lMzuq95epNrNgpAcA9CTqwXolSfK+MT9orKG9LMtGeJTj1IfKsMXrYgZNHmRZ9v7Ry4EiQ8ylqHymoSIamz9nqIQ6GgAAAIzs8vxb56DG4/7laf88Vc7j9eN22wszmsjLeyPO4M5cdDh7T/vngFGP4EM+hhD8GostK9M+UcQCzOsOD8CsWeAC/yPP85EfsTJkMHLcpCiKcrFL3Q8MWk+apqOtcYkhxwMAAAAx69wibb+0ZTN8JyzylRORlzeausvg9dc1yMdUOQyj5UtgkAYNGq6iqObB1Dnpb5Y7PACjEfUANps/Z1HUpT0CDr2oVPfQ4ydv+hv6XAEAALAAi5xaf1JzaxmdsNm9jrHFJuoug8kvj9Ha0j0voeA98rqk15s+d+X5mWqQRmxX9ZoFfC1im0ZTeVOaRUgFgGUT9WC9KidGjNynrxwy0TBdY2gNaY+hVe6sKde4BHyUcV5fs0MAAAAid399q0MTXPwN19klM1inad9KlffGD8M37qiRi/AFal/S4/4ltuQHAETi89QFQHSKooiwVV/uWHn/xeAPlGVZ3U6ZIR7u9fGTJHn/0AHDGaO9rAZ7AAAAsDYNfbjLs4vxW9fx507es/9iJSJsur92ef7t/dvn9Vc03RnZj59/22w2X/74fvzK5dnF7KJ7sysYgFkQ9WDVKrMFeZ5PmwmoTFTkeT7aRIrK0zKCoii2221lScOlTPpPMal7ESMMDAEAAEA33ZITl2cXZXzh1F9v0xKbJEEyqKn2X7zZzVHp5uFu5X3K5nxGn/MT/EruebSr868/flZ8/XH/EuoSHfrNG3mY5mg9b6vmeND99e3rGEeb34355v/0+9dcrkAAFkDUY2JvGtuHw2GqSjgaLeXQf3vL0JM2xpfn+ftNLrvdrn9yoiiK9sGak1TGU8YMDAEAABBKwF7m2lQ23i7Pv5Xns7JzPJzK1qDeW50Pd3MsW3Obuac2MZpK70MAYWdpNI+QqYxiPO2fy7dz5Zt9JZEFXhs0shNzmONDsy4eluQ4LL+h61e25EZrtJUl1dWTJEmWZVpLnOTT1AWs2tBv1+1gFnOjqbt9j/MET8qUvA9ALFI5U+T91/s//ffrbzYhRnrUHcQOFwAAgDlaec+7s7pohdzMtKRbJhftLaXDezPO7nXnMA2z8Lh/qbvwYnjpbd2CaKVput1usyzb7XbNzZryB8q+56CdwdclNRSTZdmSmrCMQNSDtavr0w8d4qu7U0+bPonBQGdg/OzFwgauAAAAQJ0OPeCB2sZl82/aqQNtnlqcXfN4OD/tDRHoqXuzPO5fKvvrE4aKog3TTCiGDEQbry+zukuo4fWN4aUXZ4QIlYmKDv2gY+YjeGenQ0kDVcIiiXpMyef+Y1A3LqJyCEQodctETh0ysdRLqPLk98nf1P1ikL+UdQcZ9BICAABgLhbftK5rK06y0CGG5h/tdXt3TDutJPiFHedggMqT/LR/9haL37SvUdigSfx/QFvejsxYgnGkadq/axZ2hUqfkixzoQ1Rj8kM/f70/m+pbmPIbrcb7hzW5UuakweVdQ5RZOUfnjHzg3UvSufwxHDbWxoOtdQgDgAAAIt3UlOqsq04YVsrtqkDS/Xlj+9v/qnc48OHDAYouX6WofIvQrfEhksCOEmQnEcpVH+wf0mDdipZBlGPyWgDx6MuxDDQGpe6+3K35EHwCymSkVCVaZjOf9WmertFcjIBAADWrK7DNMnMiUVq08MbM2lh6kCzbp+5t5UmoIA3n7qJIP175JVFPv3+Ne12pJZiq2cTZUnxc0sB2guY8yj1z1iEKknag2aiHtPwtoxNXcwiy7Kw3fq6m3uSJB8+UN0PhL2chh6A0VLDtJVTDzXo9pbmQ9nhAgAAwLL1394yTjMvzh0Zr42WhgkShQm7o2FybU5+8yUU/DJuecBBJ4KYhcNoOtyiBUGAow9DFckrh8Ph+O/Nh+2TsTippA+LkfaggajHBIqiMNIjNkVRjJD2aLi51610eWPoXTN1FU4ynaLhRTnJOOEVO1wAAABYoT7bW3oOHqhrDVb2/+zICGuFo1PmewkN3RGXCKGDN5dN/O8vyRKIVnPLNUmSPM+LV8pfKR0OhzzPG7pF3Wb/N5eU5/nhcCjeKTMoYSthDUQ9xlYURcumfk+V95FDIIu8oTQ8qSzLemYpiqLYbrd1N/c8z1sev2HXTP+0R92fn/FHehwFebNMm7eQtQQAAJgRvZwGlYMcKs/YOCM04m8NwqxvKbPYOTLrMzymIW7LLa+QhQ0B6mYW7yaYqYbZ6mXIo7lHk6Zp86eOO8xur2tslTNFGuopiqL56ZxaCWsg6jGqNE3HyXnQTcONcrfbbbfbDm378g9Jw+ueJMlJh637k1OmPTqncBqKnDDZU7fG5aQjVH49+JNaZP4JAAAAjt4Pcqhr4E0YwqiOngw5daDDwRfc+DxpUkvzD/cc+rIeg7aQ+6+2CfUr9DTlbXmwIUDuEkDD/Iz2H7HeNM6YP/WzxHUPmiRJmy5SmqZ1nUqDPagk6jG4stOfpmnDUIdxTDibYS4a7qGlY+Cj5R25zE80D4869dbc/CenHEBy0h+w5otz8pzgEH+6Bnov2OECAABAG4vZd9Bne8uazXT7yeuEyspHKQS/yNscMNpz3iFDYCRPKdrXdBIz/dthXAdMq66BdVLOo9TQejvpUHUtofaDABo6lZM37IjQ56kLWKDX7/mpuryCXZ2V99Dme+5utytf2Z4pvw45j1KZz6h7lPLr2+22ocKWRZ46cWQgH74iDSqf5sjDdfpMWwEAAIBotd/ecn99++WP78NXVG21rbiWp71lv/lp/zx+h355E1Dm1c++PP82uzjCvM7wapnsAgRR2QDq3Nhq/uR2Gw0jPU4qqRx4/76YcrBHDG074iHqEVhDA35Mgl19lGmPPM8/fCn7vNadcx6l5rTH0YQVBlT3V63NL5709Z6KoigTNgAAAMzC5dnF7LqY8aibnO/z+gQ00wkoQTzuXzq/m0Ld2a7Ov/742fQDchW80fLa85cC6K+ugdX5s74NAYtuBzzq0Gury510GFjCslngAhXKMQzDrfnI87x/imK4Cjcx5TxKAYsZdJORHS4AAADx05sczknntq4jGPYF8nIHV5fyma8P5760uYqCn5bhYi4nvSlifgctb+jLIgUJHlVeh9OGNdu/NWJ+E8Gs1X3ofcIkRN2UkQ6HKnMnLR+CNRP1WJGoOvezUBRFnudhkwFlhCLUX5qBKgySRAnu1Fk1RVGMv72l7uBSlgAAAMxIm40n7be30MZqt8ws2DIyMc1v6oBv+Q5t+zUPfWkw02lVo11pwLIN9FnfNi2zujZQ8J5UhP07JiTqsUxSXaGU4z2CxCmSJDkcDsFvwWErLEMeceYS6jKMdSZJdMZ56gAAAGhvGd3ZoUWyvaXNR6UnRzuR2gAAIABJREFUaRDGfBXNtA1MN/3nXjS/qa3hIJSGa+ny7MKVBrw3RCe0roV36keRX+vcNhqiGJbn89QFwAykaVrei8v/PenvR5IkWZYNnQAoKywzH5vTK9z0iwGOFiE86YGmCjYeDodBfx4AAADi1By8uDy7mCRkoEHYQeWL1eblO+klbv7hVUVSLs+/dXi+x3dcw5sryNyLuuNbS3GSqe6Bg+r2pLpdOcOdwC9/fH//xX/95R9DPBawYAG3t7z+dZ/tp5moR2Atu8tpmo785hxoZtHavH59m9MbI8Q73jtGUjZ/7nZp/nlTngAAAGBQMU936Oxx/1LZb7OCpKW5t3vnXn9/99e3lb3hzq7Ov/74GfB4/xXkxeqWRJmKG9HyNLymNw93k7/iiwzxADET/uA1UY8F0r8fR+Tn+XXsA+D/2bufF0nuNE/Q7tm50Knd7UOrBwaq1E0PIgNUM8y5WTITZkEQqcg8mRns/gOZdZBOdVRCgfqok/LQ0n1gwMxgQRlSQh0aJMEWzGHZw7YgRcHSVSr2sJ21t8yG7sH3YCWvqHAzc3P7+TWz50FUSR4e7l93N7OIsPdj7wsAANDRvpRV2ieg3VXa3adL1NN1gNCMVpau2blOXcNwSRQW76S8Y2lmIoTDeMfU5iRzxGC1kiTp8u1Vhb+jD1tVjwu8ksgC3Jh6AfTPlCYAAACAo1Rf2unx8uUPnv1tXw9Fv6rKq0Onc6ZyZPzQFMeKjjva8xdf9ZjKKv2uLrGVXur3WimEqfVR4vzs3uGGsYCf1OaIwUB2ZTpeAl1VYJ3qyuqqpIgrvdmbrKtHlmU2RAAAAACm4lL1FqpqeJO30C8V5qrG1PtkgdL0wMjGL/02qdQOGjtoVzsvXVK7d8+uNJAvX3w9Qg5g5MYYz1981e5F3T+7e/Ubv3zx9dWH6n1wEsDQoiiaegks32RRj32vm/2GronNoA7f3n3U5upUp+LjSJJEEAcAAACYu45N1znUY58A9iZ8A0/KEATS0mMul8j3GP5okbCpeva5vHsr0ToVMWsNk0PXkh+lhotYvf/5RxJOsEJXC6Z7TRIbpd8IIzg56pFlWdG+Js/z3W7XfQX7rX+73RZ7i8xHR/UHlDiOa+5QfKn4Xx8HAAAAAL0Y/4LscfIT52f3Zj1F4qQMQZM7q4+Or/lGKJUFAFWqroHfNy+YRBRFciTUuNHwfsW8le12myRJnucDbVXFI2+32ziOJQx6V3yCzT+7/cfhswAAAABWYtZl+x5VlYRL3581l/bXdkV+XztIk447q+rK0yWE0XwjXPyuKssSmn5/pA7x+XZvVlQ/FMk2CXNRdZ18FEUBjkEQ/mDveNSjCHkUCY8RFlTI87yYISJk0Jf6Zh71fBYAAABAaN7++N1r/8ylMFxfFgpZ6Ts8YR2rvm4d5vscyAwUOmq32U9b9A2/5DyXYzh7IYSHOh5UW0xHKux/xKwt8AfLU9TBq0qoaqMEri7qMUnI46p94GOSZ1+Yjh9i8Vk4ogEAAAB0pCw0jjDf59ZlxR41KaiHGZRZG8GgGsvLhXz54uvun/jy3pajpjqohvkjBmioqIBfHWdRerc0TRs+2km3Q48qox7ThjyuyvNcS4nmBk3GSHsAAAAArNY401uEDEJQWsVc8Hijms24eTOM3pMZ9TXsU3e9EBowrNnRI9vzF1998OxvF5/VCL+7DLA8RaTjqqICXl8ET9O0Ycm1YSIEhnCz9NYuwz6GUOxvzXcqGoqi6Op/NvnQkyRp8UH09cH98pe/LP4liqKf/OQnxb///Oc/v3qfa/9ZSNP022+/LX3Md955J0mSw9tLH8dTeApP4Sk8hafwFJ7CU3gKT7Gep6i6f81TVD2Up/AUnmKQp/gfrt/nWh365z//+T/86YvDs1+/+c33+38/v33nsHp9uLa+XkXNd4X2WZS+dUe//chTHHxkpe6f3W3xKq75y399s7jnCBtt1esqfYr6N3aEj3uz2fzDt9/+/P/4ec16OqZt2u0Xh/7h229/8s47vTxFly3q6ttV8xSbzebj/+3v/us//33x7//4J/+0uVX/wH/01M33uNJvP7pz7feIwuQH85Ne76nHqDB/6v3X//L3hx/TP3z7bfrP6dWneP7dN+9//tHTh0/avYqjP/Wu6ueNqt72SsNP+x2qxWdx/h/vHf7I/s1vvj/1oU7d9UrfwOJB+jqALPuvKk+xyKf4yU9+cvgt12qOrU0+8CGKIte9MxclP8TGyXlEUXTqs7QLGXBNcait6SaUpmn9R5MkyW63O+lJg0oOAQAAANCLv/zXN0+6869vvhxuMfTFYILu/vG/C2tT/6t/OWFXZVrPv/vm7Y/f/V/+4j/9ydQraWefxuh9tMr9s7sfPOv3IQdn12NVeiwFTlULjqJo8qAJnOT6AJfR+nlkWbbb7Xa7XRRFzXNeeuB0VCTRasJoxayc4nOpeRyHOQAAAACCLWJNu7BTB50sabJGv0NeFjwy5pqOW2z9UIy//Nc3/+q//UWXx+/dQHvorHela1v7f/mnv//HP/mnXh75P/z3f93L44Tp/3r9fw/xsH0dfELb9YB6xYgJLT2YkT+KejTJeRTJjCKl0csKiuTBbrdL0/Ro5iPPcyGDejWf4EmHp6K9R82zONIBAAAAc/S//pv/uf4OX//pi3FWsgDBFrGCXdjIOo5iGU6TMuqqesCsbYtd2+tt55tb3/Xy8+g/vPHvuj9IX4INCNY4miapz1oB85LnucYezMgfoh5ZltXnPKIoKrICA9X4G/aTEDJooUjnnHpgiuO4Ju2hwwoAAABAvWX3JDhpesuYgl3Y+LqMYlG8rNGue0Tr5E3HI8ndfz7r8u1hWlgS6MsXX5fe/uubL09KewT1tpRutx1TPo5LwDjyPN9ut+rRhO/m/t9qKvcjjyYq0iRpmlZFT5Ik6aunyEokSdLuG4u0R+m3F5kbuTYAAABgEn/5r28GVdNaoRAuzj6/fWdeeRobbbCqtqUet/NTkze9bNuSTyHbHxCev/iq5j5f/+mLv/qX4KbwFKp+FleFV4bwj3/yT2G+OUAgaoqk9U0QkiRJ01QllJD9PupR09IjiqLxU0vxD6pWVbQAGXlVs9B7CCaO4yiKSj+I5ge4vla13yS+/fbb4pYf//jHf/M3f3P0G3/yk5+c+qV33nnnpLV5Ck/hKTyFp/AUnsJTeApP4SkW9hRV9695iiqewlN4iiGe4v/8f/+fzeu6qvk777xTep+jq/2z//HP3vl3jQ4+p76K+u/q5Sn6+iz+26s//fU//X39N543rlsXT9HkMQstXsVVVz/BETbaza//9xOeouLO9U/R46vY/PH7859r19NOu/1i0Kfo8tTXtvOah7r6xh49QG0OX8WJn8XVb/9mU9n44X/6t//xnYP5HUEczBu/3vKnqP72cH/qla25yUP9+ubLX998+eO/+HH9KJbSp/j3t/560I+7alMvDa/8+1t//c5fHvkJ2OIA8v/9+b+c/5uWP1hbHwOb/Cg/fL0B/snjKTxFu6f4sz/7s8Mbg71Kv6g4V331aPcBaQ9Cti12vKpQxSQ5j6tq0h7BHjKaqHpdYb6oLMuqIm8jL/jwfZt8EwUAAAAm8f7nHx1e8v6rn/3ipPt8+eLrD5797bU7nN++0246w6G3P3738MZriwxW6eL32r1L9Y9ZOPX9ef/zj67d0tfH19BJn/L4m8ThM1797GrWU7r7NNHk5TTZEro8fgtVr7fdR9nig675lqOPVvNhBXvA6bgvzPHo2n13qz/wDv0TrVTVz9nSF/vJgw+7TJWqerour7HmWNR8d676+IZ+82FCpVXOMEucDdVUQjfHXtqgNd95FZQZ343i/6riFJMX0bMsi6Ko6ksjL2a1isYeU68CAAAAoGcda06E4OnDJ9f+GXkB57fvjPyMHfU48qb0tR+Gbxja+dm98tvntnF2MesX23CvfP7dNzX7V80UmJFVLbL7z9yqTX0IY86gASYXx3GapjVfHXMx0NyNTfUGWrNNj6kqRRXI8lbO0Q0AAAAIx9CFmS9ffP3+5x/t/3n743ff/vjddRa2Xancl2Dr02OWVNmcuCVcu3NVBd1+ujz1aY9AVLW46P7IYwY0a6IzwR63gS5q0h5VHRMKehMwoRtVX4iiKJAqflVLifr9in7VtC0CAAAACMTQ1zQ/f/HV8+++2f8z6HOFTJVrDYYrqXYpVIez7YWzksL57TvXlhTaCnsUftah1CSfSDiZreFWMvmP43DeZKCjmikHLYrmgdTZWbYbmzlkJuQMJud4BAAAAMzO5OUfmJ3m1egFJwmG0O7tat6pqJhe9Kuf/aL45/z2HeXnuShNrhxmd9oJZ05ZOCvp3YJfGqyQkjTzUtnVI6huM1U5A/kDAAAAAPo1aEBkGdXx1lMhlvHyWxt6wND4ljQfpPS1TL7Ftu5U9PThE+XnuXv68MknDz48vL3qh1TI6cYed6XJ98rmlnSEhPWoKj0H1TehqvUIK3RjLmkJWy0AAAAAAQq5ujaEQctsM6rhtTD0gKFSy35LQ1OkeZaX6RlC71vmwrqYFC8n/LxOw7d96E9npjN9gDAFVZIOKmJCgG6W3hrURgwAAAAAQFD6rd3+6me/ePvjd3t8wHZr6PgIz198df/sbr+ZHjXshsJPRVQpzQvuX8757TuHd/jyxddNXu8ISa/7Z3c/eNbobkOvZCB2QKCJKIpkMphEedQjQFmWbbfbqVcBAAAAQBCePnwyeWF4nRZ26fxA3v/8owW07i+tMe9V1W7X1uemL+dn97x1K9SuB0wRKrp6S8iJhDX0Fipeo10YxpFlWZqmpbePv5gawh+MYDZRj1J2EgAAAADCFHLhrYmqMv98L87mGnNGgtKwOwKbZRXUS3vALCwb0W9AsMegZ/2P6ZM2swVk+2BeVlIgjuO49PbQQi1M6EbprTYRAAAAAGhoPSXzhRUgQzBJgbDYYrvMGemyJSyjTn9q9Vo7nCbWcyzdO7o7LGDLGSEguIyjCtBQVQBiQlWF9QCXysKURz2Yo7jM0KmdJEkGfXwAAACA8HUpmQertL7YsejouudA9LjFrjb9U1q9fv7dN1VhhXbV7rUVsBd5LO2oaktr8r0hHHJXe4gAxreSXEUURVMvgYDMe4ALV1V1K+rl0Fb1ICs5bgIAAADLcFhzqhpTUqp72TWEwltD98/u3j/7xf4/i0b3prdAvQ+e/e0Ite0FdHro18LyBC0+32BTQbZVYCWiKDos1HYcNLOSOTV0oavHcpTGuAY9CgiOAQAAAEEJtta1AE8fPplRTiVMS9o+hyjfLqZaP8IHvebQ1RqGvFz7fGe9awyxrU7+hsivwOQGLVCWllbHL4lWXWw/9DwH5qU86qFVw5L0ss8LjgEAAACcZEl1fdapJtxTX74tesA0N3nhtp1PHnw49RLWaL5DXvrNB4QTeanZf8fctU897HSx5qwVhKyXUmbromrVN/Zbc3cRPtfMpqtH6Z5gg76q6iCSpmnHRxYcAwAAAIBSC2t24mr15u6f3e037THTyAsNNcwHNNwMjkZeQtic5n48CSdPA1yTJEnp7d1zFVVF1apnvKrH8QtZlrkInyZuNNk0mYuqg0iXTEbV0UTOBgAAAKCggQfBOjWJMvTV6gsrnd4/uxtCQX2O+s1IzT1S0NGYDS2aO799Z+7dL+bbQgYWryrS0TEeUROwaBIi6TGAUpU4cRE+19wo3bwEhRYmSZLWO3/VgUlICAAAAOAkSsIbb8Ifm+m7cXXZp5bYl1c6ffrwydHPscsHLUnWxNwjBfUW1jqoO28IsKm+Ir1LY4+q0mfDq9/jOO6lsYeL8GmucoBLULGgqm1a2uCamk+tRdojy7KqA2IURf0OlwIAAAA41XBl8u5XSC+sdQFUWXaJvaGVt5QY2eKzLw03p6Pvw+Sb5ciBjMVvGMA1VUXPPM/bVTBrvqt5gbWXxh5VDxJU7Z5A3NhUhICqOsNMomox0gaHaiJdJ6U94jhOkqQqaOZoAgAAAFBjea0LWKeZ9h0Z2f2zu588+HDqVbAQfcWnpo1hzeLQ0SQdIkECIasqiRZpj+alzCzLttttVUn0pIp5TWOPhkXtmovwmy+D9ajs6hHUDBdtaprLsqw+7RHHcf3RJI7jmiPaJrAYEAAAAECpkftqdG8EwmbRbfmDavTSsXh59GM69fGL9gNNmhBM3qigyv2zu7OobS/SGt75+tc4bRzh/Oze+e07I38Ka/jQgaNqwhx5nhcl0frAR1EzrRki0WLKQdWjHQ2g1CROoihyET6lbm5+2HQOv3ZS4mk4WnecquoDLRTHiOIO10IhTfI9RrcAAAAAs6CvBhM6rLwGuEE2KQ+PE74p2g/cP7v7wbNG9wzT04dP3v/8oy5F9/OzeytvIbDyl785McHw/ucfhRCPu39299qO+eWLryfZVad6XmBCaZrWBDXyPN+XPtuVRFsUyovGHqWPX6ynWEmRRNn8UAevX0/Na2Tlbhb/V7rN5XmeZdm0df0sy8wQaaH+0LZ3au8WqTEAAAAgcIGUvkoFu7AxKWazYE8fPnn743dbf3uTsMvK6Z/U0LRNL6bKWzx/8ZWoB6xNHMcBlkSL8nrVMxa3N19PmqYuwqfK7we4VO0DSZJMWNrPsqxqYaa31IvjeLfb9fsupWkq5wEAAABAF+pwLNsnDz4c+imMrlihmtFFQQ2HWhjBRJiFIu3R72N2v/Q9y7JeqrRyHtT7fdSjaCZTeo+pesLU5Dw2OtU009dxJIoihxIAAABg5U4qp6kPsR4nJQ8Wv2vcP7t7+Ibo6DOomhjE7FS9lpqQXIDDoUYw4YcuawUB6jft0deIg+5VWsVZjrqx/7ea8MR2ux25nUN9ziOKIlt2Q1mWpWna5VBSHNG84QAAAMAiNS/B1pfTFl/AZgjjJAAUJkf29OET7/mYZtQr6OiGcdJrWfPPnRl96MA4ehl3UFz63mNNvHWVNoqi3W6nOMtRf4h61DT22Iw7ySWO4/qmHQsYI5Jl2a7MEM8Vx3GLQ0kURcVxZAHvNgAAAMDklH4JX49b6cqHSkh7NNHiLVpzuOEkS+p00pzNAyjKr0WJ86Rv3JdEe09XnFql7T1uwrLdvPofxRac53npXZMkiaIoSZLhMkTFtl61gELv85ZWIo7j/Qe3/5drb/X+KOMIAgAAAITv/Oyeug6E6fmLrxpedn+13n9++85idmoHKE5Vn30p3TuqMlWrbXrx/ucfmZcE7KucVfXQzegl0X2VtnRJ6rO0dvPaf2dZtt1uq+6d53me50MEPpqEPDaGEvXEkQIAAABYgPtndz94NvUiyrz/+UdTLyFoSyrnF5q8ooW9ZI66f3Z3s/nwg2d/e9J3LW/vYFDPX3y12g2mdGdZ7bsBlAqwHhrgkpi1G4c3HW2bked5EfXoJXVRPE6SJEdzHlEUyXkAAAAA0NqgF/uufGIFcM39s7vGuAzNO7xaVUNqGqYthTIBWICSqEccx02GpBQdPrbb7Xa7LeIaDYNIxZiYOI6L7y0e5+h3RVEk6AQAAABAsJ6/+GrqJUBTPZY5qwquh1YYh3r68IkswklqNpLF1+brd6XmUcWVbHKiVABwfYBLoUh7NJmoUijuVjPoqOHjVDG3BQAAAIDRDNEBvnk5HOal+SildcahBm0mtDzPX3x1/+zu1KuYRosXvvJ5Jedn90pnuHz54uvVbkUArEpJV49C0aVjn9VoJ/9BlweR8wAAAACgoWDrXspOXDPt9ejB7ikADVU19lhnqgyAFaqMehSyLEvTtGPgo7Uoina7nZwHAAAAADOiiN6OVvxLYi8YjjYhVy3m3WhyAHSQbKho7DH1KgBgcEeiHpue2nucKoqiNE2zLBvzSQEAAACgNbXthhZTmq2n0NjQ1dlG5hx5B+huJcfYQtWL1dgDgDU4HvUoZFm22+1GCHzsQx6aeQAAAAAAM3W10Dht7CPw9MDV2UbmHHk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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "✓ Saved: ../docs/source/_static/paperfigs/amoc_multi_array.png\n" ] } ], "source": [ "# Multi-array comparison plot - filtered data\n", "try:\n", " fig_multi_filt = plotters.plot_all_moc_pygmt(\n", " osnap_binned, rapid_binned, move_binned, samba_binned,\n", " filtered=False\n", " )\n", " fig_multi_filt.show()\n", " \n", " # Save high-resolution version\n", " fig_path = os.path.join(figures_dir, \"amoc_multi_array.png\")\n", " fig_multi_filt.savefig(fig_path, dpi=300, transparent=True)\n", " print(f\"✓ Saved: {fig_path}\")\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "# Or overlaid, with SAMBA offset because it's an anomaly\n", "\n", "fig_overlaid = plotters.plot_all_moc_overlaid_pygmt(\n", " osnap_filtered, rapid_filtered, move_filtered, samba_filtered,\n", " filtered=True\n", ")\n", "\n", "fig_overlaid.show()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "✓ Saved: ../docs/source/_static/paperfigs/bryden2005_amoc.png\n" ] } ], "source": [ "# Historical AMOC estimates from Bryden et al. 2005\n", "try:\n", " fig_bryden = plotters.plot_bryden2005_pygmt()\n", " fig_bryden.show()\n", " \n", " # Save high-resolution version\n", " fig_path = os.path.join(figures_dir, \"bryden2005_amoc.png\")\n", " fig_bryden.savefig(fig_path, dpi=300, transparent=True)\n", " print(f\"✓ Saved: {fig_path}\")\n", " \n", "except ImportError as e:\n", " print(f\"PyGMT not available: {e}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 10. Summary\n", "\n", "This notebook demonstrates the streamlined workflow for creating publication-quality AMOC figures:\n", "\n", "1. **Data Loading**: Using `readers.load_dataset()` for consistent data access\n", "2. **Standardization**: Applying array-specific standardization functions\n", "3. **Time Series Processing**: Converting to pandas with `tools.extract_time_and_time_num()`\n", "4. **Gap Handling**: Using `tools.handle_samba_gaps()` to prevent plotting artifacts\n", "5. **Filtering**: Applying Tukey filters with `tools.apply_tukey_filter()`\n", "6. **Visualization**: Creating publication plots with `plotters.plot_*_pygmt()` functions\n", "\n", "**Key Features:**\n", "- Modular design using AMOCatlas functions\n", "- Optional PyGMT dependency with graceful fallback\n", "- Consistent styling across all plots\n", "- Proper handling of temporal gaps in SAMBA data\n", "- Historical context from Bryden et al. (2005)\n", "- High-resolution export capability (saved to `docs/source/_static/paperfigs/`)\n", "- Reproducible workflow for paper figures\n", "\n", "**Publication Plots Created:**\n", "- Individual array time series (RAPID, MOVE, OSNAP, SAMBA)\n", "- OSNAP east/west component breakdown with error bands\n", "- RAPID transport component analysis\n", "- Multi-array comparison (original and filtered) → **saved for documentation**\n", "- Historical AMOC estimates (Bryden 2005) → **saved for documentation**\n", "\n", "**Note:** Since PyGMT installation can be challenging in CI environments, the key publication figures are saved to the documentation directory where they can be served to users through the project website." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9. Summary\n", "\n", "This notebook demonstrates the streamlined workflow for creating publication-quality AMOC figures:\n", "\n", "1. **Data Loading**: Using `readers.load_dataset()` for consistent data access\n", "2. **Standardization**: Applying array-specific standardization functions\n", "3. **Time Series Processing**: Converting to pandas with `tools.extract_time_and_time_num()`\n", "4. **Filtering**: Applying Tukey filters with `tools.apply_tukey_filter()`\n", "5. **Visualization**: Creating publication plots with `plotters.plot_*_pygmt()` functions\n", "\n", "**Key Features:**\n", "- Modular design using AMOCatlas functions\n", "- Optional PyGMT dependency with graceful fallback\n", "- Consistent styling across all plots\n", "- High-resolution export capability\n", "- Reproducible workflow for paper figures\n" ] } ], "metadata": { "kernelspec": { "display_name": "venv (3.11.7)", "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 4 }