{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tohoku Earthquake 2011" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This first cell is used to import the functions required for the analysis in this notebook." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from obspy import UTCDateTime, read, read_inventory\n", "from obspy.geodetics import gps2dist_azimuth\n", "from obspy.clients.fdsn.mass_downloader import CircularDomain, Restrictions, MassDownloader\n", "from obspy.clients.fdsn import Client\n", "from mpl_toolkits.basemap import Basemap\n", "import numpy as np\n", "from mpl_toolkits.mplot3d import Axes3D\n", "client = Client(\"IRIS\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cell below is finding the catalogue event. The data for the surface location and time of the event was found from the website: https://geohack.toolforge.org/geohack.php?pagename=2011_T%C5%8Dhoku_earthquake_and_tsunami¶ms=38.322_N_142.369_E_type:event_scale:50000000" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "catstartt = UTCDateTime(\"2011-03-10\")\n", "catendt = UTCDateTime(\"2011-03-12\")\n", "lon = 142.369\n", "lat = 38.322\n", "rad = 1\n", "cat = client.get_events(starttime=catstartt, endtime=catendt, latitude=lat, longitude=lon, maxradius=rad, minmagnitude=8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see below the 9.1 magnitude earthquake is the only event found. This is the earthquake that led to the devastating tsunami. The details given are the time of the event, latitude, longitude and magnitude." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 Event(s) in Catalog:\n", "2011-03-11T05:46:23.200000Z | +38.296, +142.498 | 9.1 MW\n" ] } ], "source": [ "print(cat)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below is a map showing the surface location for the event. It occured off the Sendai coastline of Japan." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cat.plot(projection=\"ortho\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using the Wilber3 service from Iris(http://ds.iris.edu/wilber3/find_event). I found that the nearest network was the JP network which measured this earthquake. Therefore, below the cells find and show the stations of this network which I can extract the seismograms for the event from." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "inv = client.get_stations(network=\"JP\", station=\"*\", channel=\"BHZ\", level=\"channel\", starttime=UTCDateTime(\"2011-03-11T05:45:23.20000\"), endtime=UTCDateTime(\"2011-03-11T06:25:23.200000\"), minlatitude=\"30.296\", maxlatitude=\"40.276\", minlongitude=\"130.298\", maxlongitude=\"150.298\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Inventory created at 2020-09-24T07:39:27.000000Z\n", "\tCreated by: IRIS WEB SERVICE: fdsnws-station | version: 1.1.45\n", "\t\t http://service.iris.edu/fdsnws/station/1/query?endtime=2011-03-11T0...\n", "\tSending institution: IRIS-DMC (IRIS-DMC)\n", "\tContains:\n", "\t\tNetworks (1):\n", "\t\t\tJP\n", "\t\tStations (11):\n", "\t\t\tJP.JGF (Gifu Kurokawa)\n", "\t\t\tJP.JHJ2 (Hachijojima Island)\n", "\t\t\tJP.JHS (Hiroshima Saijyo)\n", "\t\t\tJP.JMM (Miyagi Marumori)\n", "\t\t\tJP.JMN (Kochi Monobe)\n", "\t\t\tJP.JNU (Oita Nakatsue)\n", "\t\t\tJP.JSD (Sado)\n", "\t\t\tJP.JSG (Shizuoka Sagara)\n", "\t\t\tJP.JSU (Kagoshima Suzuyama)\n", "\t\t\tJP.JWT (Kyoto Wachi)\n", "\t\t\tJP.JYT (Ibaraki Yasato)\n", "\t\tChannels (11):\n", "\t\t\tJP.JGF..BHZ, JP.JHJ2..BHZ, JP.JHS..BHZ, JP.JMM..BHZ, JP.JMN..BHZ, \n", "\t\t\tJP.JNU..BHZ, JP.JSD..BHZ, JP.JSG..BHZ, JP.JSU..BHZ, JP.JWT..BHZ, \n", "\t\t\tJP.JYT..BHZ\n" ] } ], "source": [ "print(inv)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cells below reads in a stream of seismic time series data for the event, using the JP network. The IRIS web services is used to acquire the data." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "st = read(\"https://service.iris.edu/fdsnws/dataselect/1/query?net=JP&cha=BHZ&starttime=2011-03-11T05:45:23.200000&endtime=2011-03-11T06:25:23.200000&format=miniseed&nodata=404\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "7 Trace(s) in Stream:\n", "JP.ASAJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.CBIJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.JHJ2..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.JNU..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:00.950000Z | 20.0 Hz, 47556 samples\n", "JP.JNU..BHZ | 2011-03-11T06:25:14.000000Z - 2011-03-11T06:25:14.950000Z | 20.0 Hz, 20 samples\n", "JP.JOW..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.YOJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n" ] } ], "source": [ "print(st)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below is a plot of each of the seven traces gathered. You can celarly see for both JNU stations the data is either noisy or not representative of the event. Therefore they are removed from the stream as are of no use." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tr0 = st[0]\n", "tr1 = st[1]\n", "tr2 = st[2]\n", "tr3 = st[3]\n", "tr4 = st[4]\n", "tr5 = st[5]\n", "tr6 = st[6]\n", "tr0.plot()\n", "tr1.plot()\n", "tr2.plot()\n", "tr3.plot()\n", "tr4.plot()\n", "tr5.plot()\n", "tr6.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the cells below I am removing the JNU stations streams as the seismograms to not represent the event fully." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "for tr in st.select(station=\"JNU\"):\n", " st.remove(tr)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5 Trace(s) in Stream:\n", "JP.ASAJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.CBIJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.JHJ2..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.JOW..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n", "JP.YOJ..BHZ | 2011-03-11T05:45:23.200000Z - 2011-03-11T06:25:23.200000Z | 20.0 Hz, 48001 samples\n" ] } ], "source": [ "print(st)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below I have plotted the first 10 minutes of each of the five seismograms. This is used to gain an limited understanding of the background noise for each station. Only stations JHJ2 and YOJ seem to have a noticable background noise. The frewuencey of thr background noise seems to be around 0.5Hz. This low frequency could be noise due to waves breaking on the shoreline of Japan. This is the likely culprit as sea waves have a frequency of between 0.1-1.0Hz." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[443, 2647, -6825, -457, 3673]\n" ] } ], "source": [ "dt = UTCDateTime(\"2011-03-11T05:46:23.200000\")\n", "st2 = st.copy()\n", "st2.trim(dt, dt+10)\n", "st2.plot()\n", "print(st2.max())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cell below shows the spectrogram for all five traces used. It is clear to see there is a spike just before or after the 500 seconds mark which represents the energy from the main shock. The frequency is quite low around 2-6Hz. For the top three stations it is clear to see that there was a second event that occured nearly 1000s later with a similar spectral signature at that time. This may represent a strong aftershock event. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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efwP45r1cl/wG/UXgYTvdNzfpQw8jn090qw2Wb9YPVObfjvwz5iLQn3g/aC/i+LMyva6tt9ku2962E/vbOeT3pFsAC9vdr0uajS4MeWpZ50jps59ndHJ8n7xP/3qp//eSj4bccqftT75687sZ7cePIx/VOHeDvO5JvojuTlOWXZf8LwsHS93vTT5yc9+d5jWr/r+NdZ9Mvop83fv8BnXY9MKQU2mDKWkfXWK7PvmUgY8ycYFVJ+12Lgz5feAfJvtsJ91GFwJem9F78Q3I+8Z3AEvkfevT5HMGa/JBk9dSLtRh68+vTevINj8rSyz/FThcXj8K+Pcy/XTyxSAL5NNSXktnH2VifMHERWnkcxz/tbP9g/yL5xHyAPAyysUtdD4bye8jny5x9crjO8nnhm4Y76b9b5ud9BLgp9hkEEjeoY8B/3enA31yo0aZ1snIHfkJZfqnSsMcm3hcP0ZvWv/SWfdi4A8mGvWqss4V5CuG7rHdeMjnK3Tz6D5et0EbbDYIvEXJ7/hEXg/qpPk+8t+pHCe/ud94Iu+YeFw8UZ/J5d+zyTb9dvKl8sfJ5/rcrrPsReQP+avIO9fv0fng2uDNYrLsN3eWv3jK8odMabtLpuR9c/LJrcfJO3P3ashndOL8d/Jfh3QHxm8EfnWDmCevDt52XuRvsUH+8Opuy7bvt29KV5E/WF82sS27fXXTvEqah5J3/KvI56Gc21l2PvkN6CryTwgPmqjnaV+XfJ7TtH3zWFuvnT7I33BXNspri37wTVP618c7y397yvKpH05btctW23ZKXvWUstc6yzfdr7v1m5L3Evkc0ivJA8DHTCz/VkZXJ14K3K+zbPL9c8P2L/l8qMz7CvnE9Dt01r0L8PXO67eRB+Pr3jPJX3b/iTxQuYJ8xLJ7JefNGX+f3zCvWfX/zdYlfw425CuJp+0f19+gj2w2CNx1G0zZNgl4GvlL1FfJg5ONDhZsZxD4GTb4TCux3HUb+/60f/O4A3l//zr5iPdfUA5MlOWbfX5tWke2+VlJ3r/eUPJpxxDte/wNyf34GPlo7H/n1AeBP0f+K6GvkC822+jq4FuTDxx8uaT9B/KXlg3j3eyhkummlK8i+62IePWWiUfr/DD5JPwLt0w8Wue1wBsjYq/PNdsTyv9FdMeImNn/LpmZ2TVHOQfuRETs5kLNs5LyHz+/KCK2/PP+eVe2/ypws4j41Jkuf8tzAiXdljzyfP92My2V+hHyCH2769yIfOh92+uYmZnZ2SXyRXYeAF4DbDoIlPR75J/Bfi0i/mM7GZaLOb5K/q1/W/+QLunnyYO/P42IXf2X31nifeTD8mZmZtvRkE+xMDvjtvVzsJmZmZntL2f1X8SYmZmZ2d7YNyei2tmrr4VY5MCZK1CUfzHLf2MmiYgGApQSRIBENA1KieHR8DIfAqE8v72zyEZHzNuyzMxOsyv52pcj4lqzjsP2Lw8Cbc8tcoDv0t1Pf8bSaOCmBM0gz65roglU5Vv/qt8jTp4kmiAtLcJgAL0ezbFjpIMHiRMnAYjVFdTrQzSormlOnkR1b7hsXXmAkojBoDOALNrX23neqF6tVA3rtmXanbbdXqyz25hmaS9jnpZ324ei2X65Z3O7ns5+2N2P2jbq2s6Xs1ON6yzx5njFts7FN9st/xxsZmZmNoc8CDQzMzObQx4E2oYkPV/SFyV9uDPvqKQ3SbqsPJ87yxjNzMxsdzwItM38Ofn2Nl2PI9/A+pbk29U87kwHZWZmZqfOg0DbUET8E/mPv7vuT75fKeX5AWc0KDMzMzstfHWw7dR1IuLyMv158g3h15F0EXARwCLLZyg0MzMz2y4fCbRdi/wHe1P/fyEinhMRF0bEhT0WznBkZmZmthUPAm2nviDpegDl+YszjsfMzMx2wYNA26nXAg8r0w8DXjPDWMzMzGyXPAi0DUl6GfAO4FaSPiPpp4CnAPeUdBlwj/LazMzMrmF8YYhtKCIevMGiPbgHnJmZmZ1JPhJoZmZmNod8JNCu2SRQQkn5PvOpyq8rUJW/46jfh5TQYIAWF6AJqBKpWUb9HgwGpHOPQF0R37iC5qrjaHGBlNLwBvTpnEOo14N+j8FnLycdOQdWVqFXEydOEiurxGBAWlygOX4cUkV13lE4eZLBsauABoB06BAMBsTKCjEYUB0+DFVFc/XVxOoaqiqIBtU1EZFjjYYIkZaXiZVV0tIigyuvJC0sQEo0V1+Nen1IQhLNyZO53lVFNIGSUF1DVQHQHD+R2y4GuX7r2jRBMxi1bzu7qqCqiJWV6enbtEq5vkoQnedOelUVpJw+Vtfy8uhcaF626zCOyW3eljO53gb9I1d8MHq92Xplm49NTyuzu6ybBsbnT8uztEGsddqlW7c2j8l1u2k2K2My9q3q2kmjuiaamN72k+ulqsTSjJfTzoeN85FyGwwGqO4Ra6uoqoZ9NR06yOBrXwegOv884spjsLAAa2vE2hqqa5orrwQlYm11PP7BYNTPIC+HXM5g0Im500enaftt+x6ztpbr1q7T1q2dN2UbE82oPbv9urtOp38Ny5E2+O8Fs9PHRwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHPIg0MzMzGwOeRBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHKpnHYDZKSk3XM/TGk0PnxNUibSwTJxcgVShfkWsDdDBA7C2BkBzrSMMlnr0Bg0cPwG9/vDm8wwGcPQIzfICg6Ue6XNfgKNH0FXHod+Duoarj8Px42h5CU6czOuefwQdO46uvppo8o3q08EDxMoKNA0xGKDDh6BXk6Kh4QTq94mVFbS0hKIhVtfyzeSbyPEeuwodPoSuvhotLpSyr0b9HurVuT3W1ogmUF3DoEG9Gi0t5rSA1tZgMCBCo2asqnyT+3Z6eGP7ckP7wQDVNVpcYLC61ml+gRIRTV5vMEC9mlhdK9uiAiUIjfJPGsXbBM1gAFS5nurE1KuJlRLHcKaGsapX53qsrY0tB0rsOS3K33WjGeT6VFWOZzDopE0Qg2GfgmZ6mZ11h/Wt2thLWzWR82rzLOXnaY1imBpzm7bJ8ydj6/T78TI0jGeyTuvmd7Npl7V1jkD9fm7XlWasLcfWL+lVVZBErK6NxdzOp4lRX+rWt31dVblvLy7A8Qb1+6jfg4UFmvPPRVdcCVXF4HpHqSTi0DI6sYJOnITFBXTyJFQVcWx1tK3qerhd1O/l94DjTd5+iwtw4uQw5mFfLX1x0rBLVFVOu7Y27Hco5T5Vlg/7VLvfVFUub3UVBs1Y/4um3S6MbduxcqpqrBua7QUfCTQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHPIg0MzMzGwOeRBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaBdoykJqmo0o6ogCUklQVm+vIQWF1CVYGkRVQktLeblEifPX+L49RaJA0tIymmXllC/D70+g6MHhmlUJQZHDxAHlmjOOYAOLKN+D6oqTyehKrF27jJx+ECen3I8cegAWlqCXq+8XqY5vIwWF1Fdo34PVRVaXsrzFhfy6zbvfp84tJzzXFzMeUGOc2EBLS8N20P9fq5nv5fTLi/lR12Pt5kSKOW4kyApz5ts314vl5GU4ynpVKXxfEq8lIeqNGyDdr76fbS4CAsLOZ3S+njqejS/bKd2uZLG69Eu18RbWomvjbHdNqP1UiffnEdbr+Gj9Ct16jK5bNhWJbbR6zLdae9hG3fqOrZsrB00Pq9T/7EytD6uYZnduk62ZVlnWIZyuw7bfnK7tJNtnas0VrdR2aUf9OphPYZldqvS9ot2/+n01dVrLQ/3iRPXXiIOLLF29ACDIweJA0sMjhzMyxf643H2eqPt3hstVxJa6I9iK31InW2rXj3+XPYJVaU/tnVv+0LbZlUaa9/hOv0e9Hpl+Wg+Ui5joh8M1+luN7M95EGgmZmZ2RzyINDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8Cbcck/aKkSyV9WNLLJC3OOiYzMzPbGQ8CbUck3QD4eeDCiPgWoAJ+bLZRmZmZ2U55EGi7UQNLkmpgGfjcjOMxMzOzHfIg0HYkIj4LPBX4NHA58I2IeONsozIzM7Od8iDQdkTSucD9gZsB1wcOSHrIlHQXSXqPpPescvJMh2lmZmZb8CDQduoewCcj4ksRsQq8CvjuyUQR8ZyIuDAiLuyxcMaDNDMzs815EGg79WngjpKWlW/Qe3fgozOOyczMzHbIg0DbkYh4J/AK4H3Ah8h96DlnPBCNbryuzo3ph9PtzddTQinRLC/C4gL0esTSAlQVsbw4vOn7yaM9rr5Wojm4ACkRCz1isQ8LfbTQZ+XIAifOy2moKlaOLNAcWGTtnAWa5UXU6yGJWFzIeVYVK0f6DA4t5JjKDeKbA4vE0sLwZvTNwUXWDi/mcqoq51PXsFDK7vVyXZJyHfo9mgMlz8WFXBeAfg8tLozySYJendeta2JpgVheJJYX8/KJm9Pnm9q3N7GvRje2h2Fa1XUuQwmSoKryeqldL43aPinnozZdNVxPJSYWF1AbbzX+VqR2/U4cw+1ddeLUxPKShtLmw/ja+pZt026TNv+xcibnl7JGda7G2kydvIftOFEX0qi/juU3qVNnddfp1KuNqbtMSahdBrn+bT7duk6017CN1Ym7V6NenfNs1+nWqc27bcu6HrVTm77MZ4Nt2K0vSrnft/1ioU8sL3LiaC/H0u9z/Lya5tAiJ8/tMzjcJw4sMjjcz/2+1xvvr208VQW9PlpYGPYvLSyMYlNCvXq4XYePdp9r+2ypJ/3eKP+qyv2q1euN9+G2bfr9YTsM5/d6Y3Uf29YpQa8/3DZme62edQB2zRMRTwCeMOs4zMzMbPd8JNDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8CzczMzOaQB4FmZmZmc8iDQDMzM7M55EGgmZmZ2RzyINDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNoXrWAZidkiSoKlhbAyWoKjQYQEowGKAqQV3TLPfQYIBOrNAs9aiOVTRLPVISpMSJI+LEeWKw3KeWoN8jUoKVVSSxcrjixLni5NGcfuVwRX2sx+rBmurqHvR6kBKx2ANAVcXJcyqqkz36VYWAGAxyHKslLmDtQI+15YreQh96dc6nWiEW+7C6hprIaauKWOqR6prBgR51VRH93qi8Xo/o96CuQMptUdeoN8jLFvo0y32IIPVqGAxyGkClDRg0o/Ysy9o2BaCucxlJSMrzqiqvC5ASShrGm/MRqipiMMjrlfnq53iVOvmX8pRK/L0N3p5Sgoi8fDAYW6SU44pBJ21VjeItMQQAq2PlwmDUp5qEUtNZntdTVRERwzbLsZZH244R43kqIamU2emzJXYlEU2CGOR0nfVQ5PTjlRzNa9uq3U6DBqWGGDAqs6rG69rmEYPRtk5CodxudT3qQwAMRu3atM2R826352Q7DrdzNOP1iZxXRM4v95VU+n011ldPnpP7MP0eJ46KwYFenkcPrTSsHOrRL8vH+mtdl7xzP6Of902UoN8bxZyU9xEJ1aUvddtaItLaKK+S73Dbtf2+1CMGaRRH29f7PVgb5Pektp3Lvq8qEW15Kv2tqtBwH57Y7mZ7wEcCzczMzOaQB4FmZmZmc8iDQDMzM7M55EGgmZmZ2RzyhSH7lKRf2kayqyLiT/c8GDMzMzvr+Ejg/vUrwEHg0CaPX55ZdGZmZjZTPhK4f70oIn5rswSSDpypYMzMzOzs4iOB+1RE/OrpSGNmZmb7kweB+5ykgaSnSKN/HpX0vlnGZGZmZrPnQeD+dyl5O79R0tEyz39Fb2ZmNuc8CNz/1srPvhcDb5P07TC6g5WZmZnNJ18Ysv8JICL+QtKlwEuBG882JDMzM5s1DwL3v0e0ExHxYUl3Bu4/w3jMzMzsLOBB4D4l6Yc70zeZWHzsDIezN5SQBKlzVkNKEIGqRKzmNNQVzVJNOlnD2oBmoaZKiWaxRyWBxMo54uSK/APpAAAbwklEQVTRhrXlil5V0Sz0xk6WWDk4SqMqsXJQ9A/UrB6o6C3XVL0aqopmqYeSoKpYOST6xyr6JSaAtaWKdLIm1XnXW1uuWD2QiH4PpQp6NVSJ6Ne5boMGqgq0xqCUs7pc06sqot8jFno5wF4N/R7Rq1BVEWkN1TWxsgp1TdOvGSzWEEFKOc2YqoLBAEm57VI5bTSJ9poi1bnMsTZPCVUp11nK7V3iVZXyeQdVlQ9HDwZQ8qdXE/0eVGmUrisJUpXz627v0rZqmrw8pVG50YyeYZS2GuUhaRhPjjkBg3V9KhLQpDKryW06GOR1B4NhvYBhW6r0JUl5eeqcepvGY2jTjMXQtmtEnpdUZovQ9NN4h2V1y2jz68Q3Xs54LJE0lo/qevr5Ihrfz5SUY6zrsm2aUZ2rCqoEUdJogzOPqrINe6W/17lfDBZrVs5RjqVXs3IEVpdrVg6JtJaor65ZPZBy+l491taqq1E/rKu8vPTv4XSVhn1hGOvkNmMw7Ps5r/JxWaW8zbtpqwqqZqxdSSJ6dd5vVjWaX43iG+srA3JfLeWs20fN9oAHgfvXD05Mv67zOoBXndlwzMzM7GziQeA+FRE/0U5Len/3tZmZmZmvDp4PvhrYzMzMxngQaGZmZjaH/HPwPiXpdYyOAN5c0mu7yyPifmc+KjMzMztbeBC4fz21M/20mUVhZmZmZyUPAvepiHjrrGMwMzOzs5fPCdynJD3ndKQxMzOz/clHAvevB0g6sclyAXfdTcaSjpDvRfwt5PMOfzIi3rGbvMzMzGw2PAjcv35lG2netsu8nwX8fUQ8UFIfWN5lPmZmZjYjHgTuUxHxgr3IV9I5wPcCDy/lrAAre1GWmZmZ7R2fE2g7dTPgS8CfSXq/pIslHZhMJOkiSe+R9J5VTp75KM3MzGxTHgTaTtXAHYA/johvA64CHjeZKCKeExEXRsSFPRb2LpqURjd5p9yAHUY3rE8i6oq1xYro11BXDBYqokoMFiooN3pfORwMjqwxWErlxu+JZqEmFiro1aweEKuHg8G5a6DE6gExWEysLivn3auRRLNQlZvEJ1YPitXllGMqMQ6WKpp+uWk9sLacWF1ORK9CVRre4L7pVzT9mqgrSBWkHG/U1SjGhVwXgOjVRG+Ud76BfYIqQV3RLNYMlioGi7kc0qjNUG7D4ToavS0Mb3gPUFVEbzRNu05ZPrzhfYm3zZe2vJSG86OuiIWSn0bbUEnD8lVXeT1pfUwpt+twe3e3+bT4h7GlUTylf6CJ9pjoU8N07bpVJ+buum39UhqVPSyjU7+URttoUtumZf1h+olYRnmP+vm67dpZNlbXNg4Y7ysqj7pCdV3qrHVt2sY5XL+aWAajdkpT6tnNS7lt2n5PnfvEYKli9SBQl/3vcMNgKbF6SGP7Xrt8lLWgrsdjKPumpJx2GFsq9Syvq1T6bnmUNN39qK0zqbNfKI3Vs7uNaevV7X9pcj/ptHHVqU+a0j/MTjMPAvc5Sd96mrP8DPCZiHhnef0K8qDQzMzMrkE8CNz//kjSuyT9TDmf75RExOeB/5R0qzLr7sBHTjVfMzMzO7M8CNznIuLOwI8DNwLeK+mlku55itn+HPASSR8ELgCefIr5mZmZ2Rnmq4PnQERcJuk3gfcAzwa+TfkElsdHxKt2kd8HgAtPc5hmZmZ2BvlI4D4n6XaSngF8FLgb8IMRcesy/YyZBmdmZmYz4yOB+9//Jt/d4/ERcbydGRGfK0cHzczMbA55ELj/3Rc4HhEDAEkJWIyIqyPiRbMNzczMzGbFPwfvf28Gljqvl8s8MzMzm2MeBO5/ixFxrH1Rpn2vXzMzsznnQeD+d5Wk4Z85S/p24Pgm6c3MzGwO+JzA/e8XgL+S9DlAwHWBB802JDMzM5s1DwL3uYh4t6RvBto7fHwsIlZnGZOZmZnNngeB8+E7gJuSt/cdJBERL5xtSGZmZjZLHgTuc5JeBNwC+AAwKLMDuGYPAlVOZ5UgiWgCJeX5Zd5oeWKwmGh6CVUVg4UE7XNKoMTawWDpyAnWFg6CEk2/IuqEmiAGwdoBWD0YLJ1zAqrE2gFYW0ysLUHTT1BXkMSgl6hTzn9tGdYWS0wpx7u2KHr9KqcH1hbE2hLEQgVVnq+Uy08wzFfSMO42z+hVNAsVSYK6ounnR9XWvc55Rl0R/cSgn1AE1DVUFSrtBuT2KjFSJSQRkOd18mv6FSmV5aWeSJ08hKqyDap2G5V0rKJ2flXR9GsS5PTRjG9eqawzZbsnlfyrUT9oJUFbp27abn9RGj065UU3TZsXQJPjVRMlzxhf3sapXPdoSl1Ke0qdtu3G2YlRIWJQ1hkMxtO28YytP4pVpX+gdrswnB6WMdlOk3F0VRU0MVw/pqUt+w2p9NskaNKoHavcj1EM11cSERPltW1X+nnUFbFQMegnVg8GpERUFYPDA9YWyj51tRgsJtaWc7tGrxr1V8j9q7wXRF3l5amTtsQWZbtIyq+byNsvYpRfpw2j7LMqMY1tl6Tx9pEgVURVobqCVGLovDepKjFQ+h8BEtHdb8z2mAeB+9+FwG0iIrZMaWZmZnPDXzX2vw+TLwYxMzMzG/KRwP3vfOAjkt4FnGxnRsT9ZheSmZmZzZoHgfvfE2cdgJmZmZ19PAjc5yLirZJuAtwyIt4saRmYcsa9mZmZzROfE7jPSXok8ArgT8usGwCvnl1EZmZmdjbwIHD/+1ngTsAVABFxGXDtmUZkZmZmM+dB4P53MiJW2heSajp//WVmZmbzyYPA/e+tkh4PLEm6J/BXwOtmHJOZmZnNmAeB+9/jgC8BHwIeBbwe+M2ZRmRmZmYz56uD97mIaIDnloeZmZkZ4EHgvifpk0w5BzAibj6DcMzMzOws4UHg/ndhZ3oR+C/A0RnFYmZmZmcJnxO4z0XEVzqPz0bEM4H7zjqu0yYlUKcbJ5Xn8n/YVQVVYtAX0UtQJ5q+oEo0CwIJkmgODDj/0FUMFvLr6CWafqKpE1En1pYgDq5x/qGrQPn1oC8Gi2KwIKLOcTT9HIsk1paDwWInJvI6TT/luCMYLOQ8mjrPizpBVRG9RPQqok4oJUhi0BfUFWsLJf460fRyeVHijF4qdUpEVdatq5y2LwYLZblyTGpja9tQytOp87ptyza+0mYqz1RVXqfNo6ryfOW4VXXKbOfXVYl3Yt12G6YEVcpl0IbYiTW1j9HydX2gTdvGU+qgKufdbqepfSql8XltnauU26Otdxq15Vhf7LTxWDnqtsX6t191508+l/U1kffUendfT9RVY+1Tymu3DRCd9tnIsD5poh6pU1ZVlTaayCtNtEu3X5W+OlgQgwMNUVdQJ3oHVxgsjPapvO9B1BUxWUYbQzXqZ+12Ge5P7TpVGm7Ltp+Olk/0mbaMqsqxVqP/3FfZ9uqsQxLUE/00lfK7bd+JmaqCun3v8sez7T0fCdznJN2h8zKRjwx6u5uZmc05Dwb2v6d1pteATwE/OptQzMzM7GzhQeA+FxF3nXUMZmZmdvbxIHCfk/RLmy2PiKefqVjMzMzs7OFB4P53IfAdwGvL6x8E3gVcNrOIzMzMbOY8CNz/bgjcISKuBJD0ROBvI+IhM43KzMzMZsrXoO9/1wFWOq9XyjwzMzObYz4SuP+9EHiXpL8urx8AvGCG8ZiZmdlZwIPAfS4ifkfS3wF3LrN+IiLeP8uYzMzMbPb8c/B8WAauiIhnAZ+RdLNZB2RmZmaz5UHgPifpCcCvAb9eZvWAF5+GfCtJ75f0N6eal5mZmZ15HgTufz8E3A+4CiAiPgccOg35Pgb46GnIx8zMzGbAg8D9byUiAggASQdONUNJNwTuC1x8qnmdhljGbkg/vCl7mSeJqBNNTzR1Gk5HSjS1cnqJtLzGdQ9cwaCf82h6eXmUdQYLQb2U05DEYCEY9GGwAINeTkcSTV/Dm8sPFoNBeS3leAZ95XzLzeEHC/kRdb6Zfb7ZfSm/l4j2RvcqcdeJpg8oEb08D4DUvs5pR+2QH00vMeiJQU/5xvTq7PqptOFE240tB6LKZQxvdl/au60bqUxLoISqNGxflIb1UJWISkTbDqmzDTWe91RtOW3+gCZjbvMpaaWJPqIp9Sz5tGmH66WSftiuGuXTlqU0Spsm3lbbNtVoW1FVnXAmY5/IfzNtWWm0zaWJtpxW1+4yTcTc6TftNqPTLt382jqvq0NVdba91m+fTrp2H237yHAfXRoMXx88cCLvb0vNcJ8bLJD7QN3tM4mo0rAfRlm/bf88nUb9NnW2a9lv1y1vt0XZZ9v9Z6zO3f2mLGvrNYxncpt1+kCeP1mmP55t77mX7X9/KelPgSOSHgm8GXjuKeb5TOBXgeZUgzMzM7PZ8NXB+1xEPFXSPYErgFsB/zMi3rTb/CT9APDFiHivpLtsku4i4CKARZZ3W5yZmZntEQ8C9zFJFfDmiLgrsOuB34Q7AfeTdB9gETgs6cWTdyCJiOcAzwE4rKNxmso2MzOz08Q/B+9jETEAGknnnMY8fz0ibhgRNwV+DPhH34LOzMzsmsdHAve/Y8CHJL2JcoUwQET8/OxCMjMzs1nzIHD/e1V5nHYRcQlwyV7kbWZmZnvLg8B9StKNI+LTEeH7BJuZmdk6Pidw/3p1OyHplbMMxMzMzM4+HgTuX91/Z735zKIwMzOzs5IHgftXbDBtZmZm5nMC97HbS7qCfERwqUxTXkdEHJ5daGZmZjZrHgTuUxFRbZ3KzMzM5pV/DjYzMzObQx4E2jWPOte8JOXX0ZRlqSTRKK1EU+dHpPxMgkFvlM/i0grXXbyCppfzaCoRw0eiWQyWlk9y3cUrkESzGDQ9GPQp+aVcTjUqt1lsaPolppTnNz1oehrWoemJpgdR5XlR5bRNncumzCeJQU9ESnn9lMtq6pxPVKKpctxtWVSp5CmiKmXX5FhT97qh8TaVRvGR0lhbNlUatXPS+Lrd53a7KI2X185PpY1rjZfXLT+VdQFNrj/ctqO3MCWNYu2m7eSvYb6j+o09T2mPYV5Jw/ZYV87YqhN5t+01Lc2kddtl1P7qxpwm+vmUMtblOVnHabEnQZWIyTgmtdu/qjptOLFtSv/bPJ9Ru5JG+1xTQ7W0lufViXOWTtD0RCzkfarpkfetlIb7zqhOnW1a5X2+7U/D6dKPY7hdR/vw8LlsZ030xbH+3bbZRB9u00Wdpva/dp2x96l2nfY9ZKttYHYaeBBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHPIg0MzMzGwOeRBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgXbNpzR6Tp2bsqf2JvGJpqbcnD7RVJQbz1NuBJ9Y7K9y3f4VNHVeN9/EPj8iiabfcGBhhev2rwDl11GLphfDvFHK67c3oO83NPV4qE1dbhBfYmtqaPpR5qfhjekj5XTRuTl9VEClYZ7RmSYlIuV5wxvetzeuTzmuphrVR+tudp/yje07N7sfLSuvq1xGzj/Xt11vzOSN75XL65YZlYg6deq3/q0oJvMZi7Wt2/o0Y3Vr4+vGOFE/TeaROv2nrDfMs9s+SuP1StPaLq0vr5vXurZK02PaTNt2k+VvI482lm49ott3uia38yiT6fMkqNb3j/HtM9rf2r7X7nf9/lrp1+Kc/gmaHnmf6gVRkZ/LvjIWRxr1/0gp71eljfJ0p++0sbV1Tt3HeJ+JalTOcB8bq2/ndVk/UqcNutup+zzZxt20ZnvMPc3MzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8CzczMzOaQB4FmZmZmc8iDQDMzM7M55EGgmZmZ2RzyINDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8CzczMzOaQB4F2zabxLiypncjPKUGCqCCSQBCVCImm0jDdUm+No/UxogKScvp2nQTUwXJvlaP1sZxnFTQVRA2RSjry9DCWXjPMr40z51nmkddv6jY2jZ7LvKjSMG1T5Xo1da5nJI3KrVQeo7pHyuuGRssiddpGG+z+aYP5JZ/xtBo9K+V1Vdq1lD8sr90uJc2w3TYpb2zdiTLbum+LunFqfT+ZLKcTk9o4JuPZSfmTacfySePboi17+Lx+XXXrMy2/seSjZZoWx2T7j/URrctjstyp23Byu+fCWaf0m1H/T6Vfw0JvjShtfrh/nKig6jc0dd4XmhqotL4fdGNPjH/KtfteN81W0236jfpKtz0m45jsN9100tT1YqM2N9sDHgTajki6kaS3SPqIpEslPWbWMZmZmdnO1bMOwK5x1oBfjoj3SToEvFfSmyLiI7MOzMzMzLbPRwJtRyLi8oh4X5m+EvgocIPZRmVmZmY75SOBtmuSbgp8G/DOKcsuAi4CWGT5jMZlZmZmW/ORQNsVSQeBVwK/EBFXTC6PiOdExIURcWGPhTMfoJmZmW3Kg0DbMUk98gDwJRHxqlnHY2ZmZjvnQaDtiPL/FjwP+GhEPH3W8ZiZmdnueBBoO3Un4KHA3SR9oDzuM+ugzMzMbGd8YYjtSES8HfC/mJqZmV3D+UigmZmZ2RzyINDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBNo1XxJEbLxcIhJENZomkZ+Lpd4qh6oTOQ2AIFSek6AKFqo1jlRX5+V1EBVj+UInzyRUxSi/Iq8zuq4m2jjaWVKOsY1To7xJJaZhGaPyol0vTblmp6wX3TprlE5SbsOpTSdIaSy2yfXHpruvh3FrfXpp1MbTpDQl3zQ+LeX4Jtcbez0l5lLXyXXVtoG2eFucLGOsbmnD/LtlT7VVuVvolqeJNpe0vj03zmhnaSdnpU36xijR9HxKn48EvXow7LtL1SqRIKWGqIKoRFQxWrfdJlP6Wmi0PWJyW02Ls1v/1Hke7uNa30btPjRRr6n9e4M2GW4jfyrbGeTuZmZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8CzczMzOaQB4FmZmZmc8iDQDMzM7M55EGgmZmZ2RzyINDMzMxsDnkQaGZmZjaHPAg0MzMzm0MeBJqZmZnNIQ8CzczMzOaQB4F2jTR2k/pp2hvKtzd9L8lDnZu6t89JVGo4kE520rU3iW/TBP00YDGtlpu8x/BG97R5pk56IKUgVG4Mz6jM0ERcw4fGY+tWUWlYRi5T43Xo5jUMYCKdJuZNGMYpjdpvQozlv8U2YKLuSaA0zCekMk/jeW1Q9imZrPMGbbClzeqsbcadNm7f7bTpjk2ra1tOG8dkuTuJQ9O3Xewgj9y3230271e9ajDMfyGtEQlS1Yz2ubYvp8m82rp19uE2lnY/S500w9g1XpdT6SNKpezOY9IG7UZ3PzTbYx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHPIg0MzMzGwOeRBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZmZmZzyINAMzMzsznkQaCZmZnZHFJEzDoG2+ckXQl8bNZxnIXOB7486yDOQm6X9dwm0+33drlJRFxr1kHY/lXPOgCbCx+LiAtnHcTZRtJ73C7ruV3Wc5tM53YxOzX+OdjMzMxsDnkQaGZmZjaHPAi0M+E5sw7gLOV2mc7tsp7bZDq3i9kp8IUhZmZmZnPIRwLNzMzM5pAHgWZmZmZzyINA21OSvl/SxyR9XNLjZh3PmSTpU5I+JOkDkt5T5h2V9CZJl5Xnc8t8SXp2aacPSrrDbKM/fSQ9X9IXJX24M2/H7SDpYSX9ZZIeNou6nE4btMsTJX229JkPSLpPZ9mvl3b5mKTv68zfN/uYpBtJeoukj0i6VNJjyvy57y9me8GDQNszkirgD4F7A7cBHizpNrON6oy7a0Rc0Pkvs8cB/xARtwT+obyG3Ea3LI+LgD8+45HunT8Hvn9i3o7aQdJR4AnAdwHfCTyhHQhcg/0569sF4Bmlz1wQEa8HKPvNjwG3Lev8kaRqH+5ja8AvR8RtgDsCP1vq4/5itgc8CLS99J3AxyPiExGxArwcuP+MY5q1+wMvKNMvAB7Qmf/CyP4ZOCLperMI8HSLiH8Cvjoxe6ft8H3AmyLiqxHxNeBNTB9AXWNs0C4buT/w8og4GRGfBD5O3r/21T4WEZdHxPvK9JXAR4Eb4P5itic8CLS9dAPgPzuvP1PmzYsA3ijpvZIuKvOuExGXl+nPA9cp0/PWVjtth3lqn0eXnzaf3zl6NXftIummwLcB78T9xWxPeBBotne+JyLuQP7J6mclfW93YeT/Z5r7/2hyO4z5Y+AWwAXA5cDTZhvObEg6CLwS+IWIuKK7zP3F7PTxIND20meBG3Ve37DMmwsR8dny/EXgr8k/3X2h/Zm3PH+xJJ+3ttppO8xF+0TEFyJiEBEN8Fxyn4E5ahdJPfIA8CUR8aoy2/3FbA94EGh76d3ALSXdTFKffGL7a2cc0xkh6YCkQ+00cC/gw+T6t1cqPgx4TZl+LfDfytWOdwS+0fn5az/aaTu8AbiXpHPLT6T3KvP2lYnzQH+I3Gcgt8uPSVqQdDPyhRDvYp/tY5IEPA/4aEQ8vbPI/cVsD9SzDsD2r4hYk/Ro8ptvBTw/Ii6dcVhnynWAv86fadTASyPi7yW9G/hLST8F/AfwoyX964H7kE/4vxr4iTMf8t6Q9DLgLsD5kj5DvmrzKeygHSLiq5KeRB70APxWRGz3ooqz0gbtchdJF5B/7vwU8CiAiLhU0l8CHyFfQfuzETEo+eynfexOwEOBD0n6QJn3eNxfzPaEbxtnZmZmNof8c7CZmZnZHPIg0MzMzGwOeRBoZmZmNoc8CDQzMzObQx4EmpmZmc0hDwLNzMzM5pAHgWZ2jSHpPEkfKI/PS/ps5/X/2YPyHi7pS5Iu3iTNUil/RdL5pzsGM7O94j+LNrNrjIj4Cvm+ukh6InAsIp66x8X+RUQ8epOYjgMXSPrUHsdhZnZa+Uigme0Lko6V57tIequk10j6hKSnSPpxSe+S9CFJtyjpriXplZLeXR532kYZty35fEDSByXdcq/rZWa2V3wk0Mz2o9sDtwa+CnwCuDgivlPSY4CfA34BeBbwjIh4u6Qbk2+9dust8v1p4FkR8ZJyr95qz2pgZrbHPAg0s/3o3RFxOYCkfwfeWOZ/CLhrmb4HcJtyf2eAw5IORsSxTfJ9B/Abkm4IvCoiLjv9oZuZnRn+OdjM9qOTnemm87ph9OU3AXeMiAvK4wZbDACJiJcC9wOOA6+XdLfTHLeZ2RnjQaCZzas3kn8aBkDSBVutIOnmwCci4tnAa4Db7V14ZmZ7y4NAM5tXPw9cWC7w+Aj5fL+t/CjwYUkfAL4FeOFeBmhmtpcUEbOOwczsrCTp4cCFm/1FTCftp0raL+91XGZmp4OPBJqZbew4cO/t/Fk00COfc2hmdo3gI4FmZmZmc8hHAs3MzMzmkAeBZmZmZnPIg0AzMzOzOeRBoJmZmdkc+v8BlAJjEvLe0HAAAAAASUVORK5CYII=\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[None, None, None, None, None]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st.spectrogram()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The code in the cells below is gathering data on all earthquakes that have occured near Japan and have been measured. From this I can gain a generalised picture of the seismicity of Japan to compare to the large Tohoku earthquake that occured." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "os.system('FetchEvent --lon 125:145 --lat 30:45 --mag 5:10 -o JPSUBD.eve')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\"JPSUBD.eve\",sep=\"|\",header=None)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0 1 2 3 4 5 \\\n", "0 11309089 2020/09/12 02:44:10.969 38.7591 142.2473 32.09 us,at,pt \n", "1 11312591 2020/09/11 22:13:55.059 42.4938 141.5447 131.61 us \n", "2 11306417 2020/09/06 21:33:49.299 36.6476 141.5684 32.18 us \n", "3 11305011 2020/09/03 21:45:09.203 37.1282 142.5643 35.00 us \n", "4 11299032 2020/08/22 10:31:22.725 31.0659 141.7008 10.00 us \n", "\n", " 6 7 8 \\\n", "0 NEIC PDE us,at00qgiy9o,us7000bm9m,pt20256001 mww,6.1,us \n", "1 NEIC PDE us,us7000bnzh mb,5.0,us \n", "2 NEIC PDE us,us7000bj2h Mww,5.0,us \n", "3 NEIC PDE us,us7000bhhw Mww,5.3,us \n", "4 NEIC PDE us,us6000bj00 Mww,5.3,us \n", "\n", " 9 \n", "0 NEAR EAST COAST OF HONSHU, JAPAN \n", "1 HOKKAIDO, JAPAN REGION \n", "2 NEAR EAST COAST OF HONSHU, JAPAN \n", "3 OFF EAST COAST OF HONSHU, JAPAN \n", "4 SOUTHEAST OF HONSHU, JAPAN \n" ] } ], "source": [ "print(df.head()) \n", "df_np = df.to_numpy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The map below shows a projection of the locations on the surface of all the earthquakes that have been measured. As you can see most earthquakes happen off the East coast of Japan. This is a subduction zone where the pacific plate is subducting under Japan. This is likely the reason for the seismicity in this region.\n", "\n", "However, there is also a region of seismicity on the West coast of Japan, in the sea between Japan and mainland Asia. This seismicity is likely due to crustal extension rather than subduction tectonics seen on the East coast. This is because as the Pacific plate subducts off the Eat coast of Japan a process called slab roll back occurs where the hinge of the subducting pacific plate moves further Eastward away from Japan. As Japan is conjoined to the Pacific plate it is stretched and extened Westward. This extension thins the lithosphere of the Japanese mainland predominantly on the West side. This creates this back arc basin seen. The extension is accomadated by thinning of the Japenese lithopshere as well as normal faulting. Therefore, the seismicity off the West coast of Japan is due to the formation of the back arc basin.\n", "\n", "As seen above the Tohoku earthquake of 2011 occured off the East coast of Japan, so it cause is very likely related to the subduction zone. This concurs with the very large magnitude of 9.1 as subduction zones generally form the largest magnitude earthquakes." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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tAd1S+md0Q7b96Fq1gKqfnasJYHmz0JcLz6CPkwGGYeSYtZyvo7f1OLoh8bJCxOKVsyVwyCjdocdedMszu++5hRAitMxancmGYdS1OhZROEqp8ehGow/4Me84dEOzEcUemAdltttKIYQQpY9SqiL6rglvNbVhRZKwEEKIUkEpdR36row/8XwZNOyEvDpaCCGEEJqUhIUQQgiLSBIWQgghLBLQ6BNKKam7FkIIIfxgGEaBnXoEPgTUuMKEIoQQolSYge7eRdoT+ab861SrZI/DKIQQovidBVZEwvEY2CtDbAeTXBMWQgjh2xobVLwKhv1LPx84wNp4ShEpCQshhPDNsEGvq6BuXahZA76bbnVEpYaUhIUQwh+n0UMxJJuPc33PXqpkRUOlSjBsGBw9VvD8wm9SEhZCiIJsAb41H9epBrkOSEmFxtHQ7Dy0QA/nUpo5CjNYkiiIlISFEMIbA1ijYKY5DPDmzXDoBBw9BfsPwyPvwaku8HasvnPkWx/LKsmqpMNybwPEiaIIqNtKpZQhtygJIUq9pZGQboeUOHDUgek/QosW3ufftw8aNtSPL1eQZEAF9MCEQRv+3UILImBRLpw5AxUrWh1NyaCUX/cJS0lYCCHc7bTDcqDrCFi72XcCBmjQQN83u2kTdHkAkrvBT9VhSrQe9ToQZ8kbCTcc7EMnYIDWrayMpFSSJCyEEO6Gm//HPgoxMf6/r00beG08zF8Mf+2CbrfAdHRjLoA0IAOdZNOAjcDsaJinYBd62Pk3gSkuF5hPo4eRP1OkLSq8Seb/20bBkaOwYYNFgZRO0jBLCCEA0oFfo6FSNnQzX1uxQpdyIwvxU5mYCG++CbNmwTunoFkM7MjS0waik/MlbWDAUEhNgdnfw5ZdkJQEOw7qEmgDYA8wH/gVeAKILtJWBiYLaA+kJMFHnwAK2reHtWuhWjWYNAkef7xw+0cAck1YCOFkUDquXxZGJvBFFBzJ0c+fBr6Ng0MOuOZamFqE+2LXr4eresFpsyh7USx0zoQPga1boWVL/bph6GuulSvDmDth/ufQNQdqA68CbRJgQFpoP6MVwIHm8P0saN48f1eMVSpA8jm47x/w1gTIyYElS+CKKyA2NoRBhim5JiyE8NtfwDPAugjrYnCgq2cXA8cJ7XXRT4GarfXjy4HJ0bArB1KyYMuWoi37mad1Ao6OghpV4KCRl0h37sybTymdgAH++yrc+xLMLQ97gacIfQIGaAhs3Q65uXDqVN7rbW0w6Bw8CsycBH166Wr73r3h1ptDHGTJJklYCAGLzZJLRBHuBTWAQ8AB8q557kIn1t+BFCAVXb161u292cC0eDjQDhqOhokKJifAucKHc4Es889T3CeABx/SJTnVES4bAMln4Pvv4f+eKdp6p8+Ac+cgKxvuvAdOZ8FnkRAfC127en5PxYowdizMmgO/xenka0UtRQ2gUyxc1Bbq1YHmZrXzJoeeFg8MS4d9C/XrNwHTZsAx6dDDX1IdLURptwuYDNwHVHGbdhjYGAv7I+Fclk5IFWL0rTVVz0Md9K02keZyNgGn0MmsF3AZuqHRJmB9OYguD/uO6ISREAutmkH1mjD7F6gcCafter0NEmCUy0AAv8RClV662jMyUldt9uoOK1fAGKAqOlHb8K8lSyZ6pJ+zUZATAVtzwW7o0mZSDPQ8D3Vd5n8tBrbths8/g4gouOUWqF3bzx0cgLQ03bCpQwf/G3wlxMH1mbpDEKs40CdVCeiTgkwDrs3MX4xzXs6YEgXUh/c/hCuvtCDYMOFndbQkYSFKs+XAL+bjWvFwfTrUBA4CfyTAmVh44GHody3Uq6eT1JEjsGYN/LEU/lgCa31Ux9oUREdC7yth7BPQowfMnaurLgcNgvh4PV9WFlzcDqpWgfaXwsKJMDAnbzlzo+HGcfD4E3mvbdkCV/aE06d1D1VOXWOgZ5YuWVfkwvo8O/BJHFx2FXToDOUS4frroX59Xa364Yfw9CPwz4y8934YD0fS85bR/xr4YY6fO7mYff013DYSHs0FC68W+C0TWBwFqw2Y/xt07251RNaQJCxEGWUAm4GV5eDgef3aggWwdQv88179vHY1eGoc3HEHRBeyua3DoZNalJ/9NRoGrF4NnTrBaKC+y7Q/gMZj4N0PLnxferr+q1JFv3/4UNi5R5cQm9mhT46uFj2Nvn5aH5hogx9/gr59Pcdhs8G96BI26FLeQvPxKmDjRmjb1r/tKm5PPgEvvQzXoVtGt0V/xkfQNRbhmJgdwLPoKvXXXrM6Gmv4mYSlXbkQpUUKsA3YlAAV6sDH7+iGMjazuNezJ9w6Spcsa9eGiCL+ettsecv2h1Jw+y1wJfkTMMDhGGjg5fcqPj6vRN2xI6xZD/v3Q506cMdomDQXemXDT3Fw0UWwZgPUssPihZ6TsFLQuhkc2qGr588CJ4GKkbAml/DqKQMYOAjWr4LIGJi3QN/mlBoN+zOhaSQMs4df655D5v8bb7Q0jJJAkrAQJVkW+trnjkQ4kQs9u8P422HAAM8JMiFB/1nBbodN28FT49mTOXDiuH/LSUzUnWIATJuurx1PXQ6dWsLi5fDIg3DyBDzto0HVmRSYCfwRB9mRcCYVsEP9OnD6sK4+DxcdOsCcX/XjPXvgjdegRm1d9T/6Fph4FG7N1tdrA5EL7EZXHzc3X5sBdOHCkyRXdnQDu4p4byxWBX2ponr1AIMqe6Q6WoiSyADWAYtioceVcNe9utRb2KrlUHn3Hbj3fugWBVflwFJ0JxQA1SvD8WRf7/YsNxfmzdOl+/bt/XuPwwE7dsDBg/qa5W+/6ZJ1xYqwbBmsWw2vvQEP3g/j3wo8plDYtAlefBamfgdDgJYBvn9mPOQmQa1aepvTzGv0Y9D3JrvLBsajG66l5UDtWBieqZP/OnQDvXj0823AGspuX9P790ODBnJNWIhSyQ78HAOptWHaTGjXzuqIAmP+QNEoEvbYYehQOHEMHngQ+l9vdXSwapW+bg3w7be6gVmwrFunrzX76mHqxefgvXfhii4QEalPrF74r+6967LL4LvvdG3Gow9Bw3SomQsdCOza8BxgJXD0KNSsCZM+hdG362nV46F/OiS5vec88Brw1VcwZAhc2R32r4GuWfCNDa6/Rt+K9ftSaNMMNu8oe0nY4YAxt8GCObDnpCRhIUqd88D38dCmB3w1DcqVszqiwundAyJs8PZE3RNTOKlSCU6fhRkzdKvqQK57+7Jli65Gv7IrzJmf16vUjh06KUdGwi+/wF1j4BrzdzkbOBwHWzOgRgycsUNSJMREQos0KOz51zjzv/vvv2HAO+/Ay4/DmIy86uYsdLeebwHbt0OzZpCZCU88oruzTMvQz2NiIDs7/Gtkisu4/4Mvx8MDzeH+dZKEhShVUoGv42HUvfD8S8FLDiK/+fNh9264++7gLM/hgHfeggceggoKzhmwaxc0bqyn33MXTPwQysXq2oEO5y+8JpuL75KuHd8tfDKBFQqS4yE9Anan6Nc9/f7n5kJcLAyyQ1NgSSQssOdNT07O69nLaf9+fQtYWeZsdT8c6HEpjFktraOFKDXOoxPwPY/C/z1tdTSlW58++i9YXnoBPngZegCrouHnWXkJGPTnOfFDGJkJ3tox+UrAh4CPgWZ4bvQGMCsBkjrDrf10dfjZs9C6tZd1RcAXX8DNwyFCwSVtYc90feJwxRV5LdVdlfUEDHDXHfp/pcDeJiVhIcKdA92lY/974L9l9J7Lkio1FcqX171dHY2F8RPgttsvnO/O0bBgmu4C0t+i0RlgdTRss0Fypn5tABdWUe8G5lbQPYJVce8yzQfD0FXorVpJrUtBTpyAurXhnlyoDNSWkrAQpcdKG8Q3hhdftjoSEahy5eCDD2DnDujdB66+2vN8Ez+GyEm6wxF/7urJBT6Jgn/+C165QSf6nTth4EBdam6IbqkMsD0axtwTWAIGfT+181Yw4duWLZCTC3GBv1VKwkKEsxTgo1hYuwmaNLE6GlGcLu8EJ9bBCHvBgzXYgVci4GQyVKiQ9/p778BnH+nGXrXsEBcP61N1gpbvT/ExDEiqAdef1ANbSElYiFJiVRSMHCU/oGXB3PlQvy4cP6/vtc1GV20qdAl5Ozr5ZkXCjmjofbkuAbv6x336b/p0mPU99L4avpykb0MSxcfhgNS0vNqHAEgSFiJcnQSW5MDnj1odiQiFChXglpEw4T1IjNO3+9iyoZoN9mRDryuhdUuIi4OXr4XLL9dVxp4MHKj/AEaODN02lEVHj8Lrr+vPKTHwt0sSFiJcrYqB1o2gYUOrIxGhMmQYxMbBE09CpUqwfLm+/eeKK6QFcri6+06YPxdGF24sbrkmLEQ4OgF8lQB7Dlx4T6YQIjwkJ0PVqjCU/OM9B3BNWNqdCxFuDGB+AjzzvCRgIcKVYcDIodA1Kn8CDpAkYSHCzTIgslbe2L9CiPCSlQWjhsPm5dAzp0iLkmvCQoSTfcCqBFg6w3cn/0II6zz+CKycCcMzipxFpSQsRLg4BMyMg29nSCcJQoSrn3+Gzz6G6zIgpuiLkyQshNUMYFkUfJcAk6YEt99iIUTwvPgcDB8Af8+AIA1gJvVdQlgpG5gXC1n1YbM5sLwQIvzMmQNP/QfGUqj7gb2RkrAQVkgD1gETYqBeb1ixRhKwEOHs2mv1/yAmYJCSsBChZQeWRMFqGzSsDz9Pgi5drI5KCOHLqlVQPg7GZAR90ZKEhQiVbOD7eGjUFTa+D40aWR2REKIgv/wCg26Ea4N3HdiVVEcLEQoOdAK+5DqY9ZMkYCHCnWHAW2/CkBthYEaROuTwRUrCQhS3XGB2DFRrB198DRERVkckhPAlKwtG3wKLf4KRGXo0q2IiJWEhituyCIhpA7PnSQIWItwtWgT168Bfs2FkerEmYJCSsBDF6zx6TOAN31449qsQIrz88APcOlR3xBGiIbwlCQtRnNZEwOAhMhyhEOFuyRK4dRjclAEhvFtQqqOFKC4OYFMM3Peg1ZEIIXz58kvofzX0Tw9pAgYpCQtRfI4B5SpCu3ZWRyKE8GbaN/Dg3XowhuqhX72UhIUoLgeAy7qAKnBcbyGEFXbuhDG3wYB0SxIwSBIWongYwJYEGDbS6kiEEO4yM2HcOGjWDHqE9hqwO6mOFqI4HAJs5eG666yORIiyacMGuOs2aNgEvp6qa6QMA1avhk6d8uZrZVgXI5KEhSgem2PhrnvBJpVNQlhi4vuwfh38uRZm/whVK0HyGUiMgKttUMsBk4AUINa6MCUJC1EcjkZB9x5WRyFE2fTLL/Dpx3CHoa/1pmVAegbEkb//5yeBaGtCdJIkLESw2YGj6dCqldWRCFE2rVoFjclrbJVg/rmzOAGDNMwSIvgOAjm5kJtrdSRClE6zZ0NsDBw/fuE0w4DZ30PLknH8SRIWIpi2Ad9Gw/PPQZUqVkcjROlit8ODD8KIIZCVDS+/nP9kNyMDnnwc9v0FbawLMxBSHS1EURjo+4G3AX+Yry1fCF26WBWREKXXtGnw5pswGogHfvgIpn6hWzsrBUuWQt1cGJZRYoqYkoSFKKxM4Kc4SKkIA4fCxVkQHyMJWIjikJ4Ow4dDB6C++dotaXAqDY7+rJ8PB0pYBZQkYSEKIweYFg89BsL7H0FMjNURCVG6xcbqDjYmvAl/nYWWgAKqmX8lVAkpsAsRZpZGQstu8PEkScBChILNBk8/DZ9/BSvKFTx/CSElYSEClQqsi4Ktn0hnHEKEWt++kBkNx4EaVgdTdPILIkSg1kTCwEFQx8IOZ4Uoq2w2uHkE/FU60lfp2AohQsUAtsXAP/9ldSRClF29r4ZjpaNKWqqjhfDHWWBJHGzPhUrloX17qyMSouxq0QKSS0ZnHAWRkrAQBUkHJsVC9ztgxVpYvhIiIqyOSoiyKzoa7A6rowgKKQkLUZANQN/rYPzbVkcihADYvh2qRgEZVkdSZFISFsIXB7CrHAy+2epIhBBOn0yEeuetjiIoJAkL4YmB7ory0xio1Aj697c6IiEEwOnT8MOPcKlURwtR+pwE1kbBHhvEVIG+f9M9YkXKoSJEWPhwIjSJhLgsqyMJCvllEcLpODAlDu66Dx7oAFdfDRUqWB2VEMIpKwtefRnqs1oXAAAgAElEQVSGplkdSdBIEhYCIBeYEQ9vvw+3jLQ6GiGEJx9/DDUdUN3qQIJHrgkLcQx4RYERLwlYiHB14gQ882+4vPSUgkFKwkLA99FQtSqMf83qSIQQrux2+P57qFQJHn4ImpyHulYHFVyShIVAwcsvw5BhVgcihHC1ciUMGZL3/CrrQikukoRF2bVKwYYISHXA5ZdbHY0Qwl3DhpAQDYOzYTtwmdUBBZ8kYVH2pAFzbbDZAdjhlZegcWOroxJCuPtmCjSOgvrZUN/qYIqHNMwSZYsD+DoeaveC1avBMODRx62OSgjhbuNGeOY/cEXpaojlTkrComw5CsRUgnnzrY5ECOGJYcCcOXDLUOiTBjWsDqh4SRIWZYMBHAA+A6qU/E7fhSiVduyAO0bC7s1wXRqUgatEUh0tyoad6AQMkHzaykiEEJ5MfB+aN4eTf8LtZSMBgyRhUVakuzxu28qyMIQQHqxYAff8Qz/uCpSh4bqlOlqUflnA7xHw6Fi44w6IirI6IiGEq6cegR7A5UCM1cGEliRhUbplAh/EQEoWPPQQ1CjlrTyEKGk2boT1a+EeoAyeH0sSFqXbYiAD3eJSCBF+pk2F1tllMgGDXBMWpZUDWAYsB67saW0sQgjvpn0FTe1WR2EZKQmL0mkLsCsJXrkXbrvN6miEEJ4kJ8OhY6VuUIZASBIWpdMZYMBN8OijVkcihPBm7VpIigVbttWRWEaqo0XpVAeYMhlmz4Zz56yORgjhybKlUL1sd54jSViUPunApkg4cgL694epU62OSAjhyU/fQ8Mcq6OwlCRhUbo4gDXAejtcfDFUrAA332x1VEIId9nZsHl7mb4eDJKERWmSCoyPgo2V4NVX9PWmM2chMdHqyIQQ7hYuhNqxZa5zDnfSMEuUHisioNuV8NPPoJTV0QghfJnxHTRKtToKy0lJWJQeJ+JgxK2SgIUoCdauhNpWB2E9ScKidFivYF8mDBpkdSRCiIJkZsLW7aV+rGB/SBIWJd9ZYG4E/PAjREdbHY0QoiB//AHVoiHB6kCsJ9eERcl1Gj3k2Zc2GHkr9O1rdURCCH8sWwa106yOIixIEhYlUy7wtvm4bk149HEroxFCBOL//k/Xw/axOhDrSRIWJU828EMMNK8LazdCfLzVEQkh/OXswc5hbRjhQq4Ji5LnDxtU6wSr10sCFqKkmTwZmsfC01YHEh4kCYuSw0CPjrTZgKuuhnLlrI5ICBGo2dOhbSbInYSAJGFRkqwD5sTBSQMaNLA6GiFEYezcCVWtDiJ8yDVhEf4MYFEErIuFxYuhcWOoUMHqqIQQhREhZT9XkoRF+Ps1Fk7WhnW/QsOGVkcjhCiKzCzJPC5kV4jwlQtsBzZHwMH1MhCDEKVBShrEWh1E+JAkLMLTWWByLJzKhOu7SwIWojQwDDifUeZHTnIllfMi/GQDbwH9B4PDAbPmWB2RECIYMjJ0q+goqwMJH1ISFuHlLPBnJFx/NXz6udXRCCGC6cABqBIHnLc6krAhSViEhzPAXuAHADv8PtbaeIQQwbd7N1SRClhXkoSFtRzAAWCS+fzPP6FuXagtA40KUeokJ0Os9FfpSpKwsI4DmBYN6VXghoth+g8QEWF1VEKI4nLgAMSnWx1FWJEkLKyzNAJOxMP2jVBVutARotRbuRSqSEnYlVTOC2s4gG1xMGOWJGAhyopNm0CuNOUjSVhYYxeQaYNu3ayORAgRCoYBR0+C9DibjyRhEXoGsLwcvPoGKBlKRYgyISVFZxzpqCMfScIi9GbHQWwNGDnS6kiEEKGSkgJx0kuHO2mYJULnPPAbsC4D9v4KkfL1E6LMMAwZQ9gDKQmL0DgFfBMNtfrCwoUyHrAQZU1MDOQaVkcRdiQJi+LlQHdF+XUsXDkEvvseevQIzrLPnIHJk2HHjuAsTwhRfKKjISfX6ijCjtQHiuLjAL6OhF12GHs3vPZGcJc/4DpYsxIcETBhIlx7LRw7Bs2b6wNeCBE+4uIgO1c3zJRq6f+RkrAIvjRgPvB5DNhrwubNhU/Aa9bo0u5jj8Dvv+e9vmGDnna3HYZkwYv3Q4O60K4dvPpq/mUYho4hJaWwWySEKKrYWEiMh1SrAwkvUhIWwbVKwe9R0LkTXHcRvP66vhYUKMOAadPgrtFQPwI2noeaNaFXLz19yRKoHQUJWZAADE+FLOAw8OoLUC8J+l8PFSvCIw/D6+PhopawfmsQN1YIEZB6deDsNihvdSDhQ0rCInhWA79EwLqNsGAJTJhQuAS8axf84264/RYYkgH1z0OrJvCvB/PmmfMDJLkNhxYDNAKGZsBT/4DaNaBlU7jhen0/ctNmRdg4IUSRVa2ma8rE/0hJWBSdA/g5DrYY8M3X+ppsYS1bBv37QutMuNMOOcD8KPjhPbCZ54xXXgF/rYXbvCyjJtAoGw7mQHo6XNENcnOlYxAhrNaoCRxcYnUUYUWSsCi62Qpy6sPhFVChCH3SbdsGXbtCRWCp+TcCyMyBiy/W80z6FJatgLEO7z3vrAWW2PV14yZN8pK3EMJaDZrClkjAbnUkYUOSsCia1cBaA/6aUbQEDLBqlf5/1uW1yUDLJlC5Mpw+DQ/eD7c7INbHcn4E3n5LN9ISQoSPJk0gJQ5pnZVHigii8HKB2cCXX0KLFkVf3lVXwahbYcggyMnRjbMyM2Hzdl2anTEDkoCjETA+Gv7ysaxhw4oejxAiuFq2hGSrgwgvkoRF4WUDETYYPDg4y6tdGz6bBFO/zevSMiYmrzp5ye9wLg1m5cITz8D8OM+1Wk0rws6dwYlJCBE89etDcoa+V1gAkoRFUcQCzWPh+WdDs74vpsABYOZMePxxqFkH1ro0tjoP/ADsPAs1aoQmJiGE/xIToUIinLE6kPAhSVgUngKuTofnXtAtjw8e9P+92dmQFuC9Cu++C4sWwQ036OevvgW/2iATfWY9Lw7iu8Dnk6BRo8CWLYQIjQZJcM7qIMKHNMwSRVMBqAfER0CrplA/CW69E9pfDN27e79PuFMH2LBZ35LUpYtO4p9PgugoGDbc83vuuSf/8379oHUL2L4F9sbA8TiYP0NKwUKEs7r1IGWj1VGEDSkJi6K7DRiaCw9kQcddMGUcXNsXLuvoef7UVBhxq358xRX6mu+ZMzBqNDz4kE7I3bv5t+57H4IZwKlKsHOvJGAhwl2j5lISdiElYRE8kUADoEEGdAQ+2gxHj0KVKnpghZ9+gmf+A8dP5b0nKhLatoGLWunnx0/o/0uWwrlzBd/2NGoUzJ4JN4+E8tIXnhBhr2UrWJiAdJ2lSRIWxaMmkGDTLZ4jbFAhFuoouDwN6qNvEzwB5Nohdz20R99+5AB2AlOB5cvhmmu8r2PjRmjfHnbvhoYNi32ThBBB0KYNnJBKWCdJwqJ42ICHzWHLDAfY0vNPr4hOuu4igC02wOE7AQM88oC+l/jTT+C55/WgDps2wZgxebc4CSHCS4sWcCJTn3BLLpYkLIqZIvCxQ8/5eRNhZo7+n5YGJ07ohmAAUVFw550BrlQIERLly0PF8nAuGSpZHYz15DxEhJfNwAEDmjYueN5Dh/T/YTfDc8/ox/2v1T1vlTWffaLvv9y+3epIhChYUh25V9gkSViEl2jz/7TvCp63QqL+P3IETHgv731l8R7hDRsg5TxM+8bqSIQoWMcucNTqIMKDJGERXpyNoY8c9j7P/v3w1Vfw60JYv143yrrxBj0OcayvkR1cHD8Of/nqfNqLjIzA3xNsv/6qW50D2O3QsSO89Q70Aca/pq+TCxHOOnWB5ASrowgLkoRFeDEv87Ju/YXTDAM+/BAaNIARI/StT+3bw9x5ULkCNPajCht0qbFmTWjVCu66HVJSCn5PVhZc9zeIj4ennvB3a4LP4YA+fXSr86EDIKkmrF6tp3UBzqbCihXWxSeEPzp2hAA62CvNJAmL8OI8Oa5XL//raWlw60i46y64PBqeBh4BLo6FnlfAxI/9X0ezZtCmFTSNgfVfQ8O6MO4/edeYXeXmwiefwMWt4dBS6Akkn7pwvlCx2fKu+26ZATcmQz8b9FD6aL4CGDlMnzQIEa5atoQMh4xoiCRhEW6cw5w1aJD3WnY2XNwevpwMvSLhb9m6xfUhYKeCb2fqFtH+iouDESOhkgP6ZcKwVJj2CiQlQXQ09O8PkybBqBHQqgm8+C+4aDfcmAHxwAcfQ08/e/QqDs2awfTpkJao78fu5IArzSro3kDkKfg4gJMSIUJNKbj0In0Ml3GShEV4aQRUt8GCBXmvVaoI+/fA/cCldlgH/AJ8HwnTpkPVqoGvJzISDPPrXw2ol6sf5+TAmp9hwn1w5Cvosg9GpEELdOK/FF0aXrQU5swp5EYGwbXXwsmcC7v/U0C3NHhsrL5eLkS46nMdHIwueL6S6I1dfs8qSViEnxMOiIjIe56eARc7oDIwNQ7W1YHlwJP/LrhDD2+mTwEjK29c0y65uor7KeAuO/Q/r6t2G5L/KLGhk/BoYMQguP+fsHVr4WIoipgYeGgsTI8Ht35QqAN0zILxr4Q+LiH8dWlHOO1nQ8qSxAD+Ouv37JKERXhx3js4enTea+Nfhz+BBcCBDDhgtpy+5x+FW8f69fDHGlhNXvU36FKkv7Xa9YHbM2DNx3BRWxh+k75+HErjnoM+N8G86AsHSa8GHJG6PhHGOnSAA5kQ4sOm2GUGNrskYRE+HMA7QN8+UKtW3uv33a//L3KZt0pFPRpToM6dg8qVoXMn/bwoJ+Ll0NenH3bA3Nmhr/5VCl5/C85Vgw0ur+cAf8RCn36hjUeIQFSpArVrwDGrAwmynUDXTn7PLklYhA9nTp09VycYp8hIfXvSkAFwCTAOuCwFOl8Ct4+G0SPhlVf08Il793pf/vbtULEiXNUDli2HmKgLS5CFEQs0tcHgv8PvvwdhgQGoUAF+mAuLyoFz05cCEVXhkcdCG4sQgepwKRy3Oogg2xUPQ27xe3ZJwiJ8nALq1sx/PdgpORnm/gxm99B0dEDfc7D5a9j9JTz3JMyZp0u5nnz8MXS6GOoBTRrBxPegTjQkBin2vulw7jC8+2aQFhiAtm1hwgew2NyYRUD7Dvp2JiHCWdtL4HgAdzaEu0xgdy7cfLPfb5GjVISPXODQMd0hBejeoJx+/BFqKz36klMToEc2pERDjg1efNbz+MNbtsDY+2BEBnQGsjLh5eehZxDHMz0DZMXoZGiFNm10NbSztbQkYFEStGwF6XFWRxE8+4D2bbwXBjyQUZRE+HD2z3H+PLw3AZ54Sj/vfAnUrQc13Fo82IHvYiGqLuxZCHXqeF7u4kXQ0AbV0Ylq5V5IiA/utz8WyMrW9zRbYd48OJQKR8znR4/4nF2IsHDJJbA7Q18WCnS0tXB0OELfehUAScIifMQC1eN1l5Q//gg3ArWBaVsgdRvc4NaM8jCwNxOyt/rurGPXDqhm3sezyAb7j0JiXPCqokH39HWFgjGj4cefdacfofTC8/r/H9FANqz4M7TrF6IwGjQAu6FPjkvDLcOp8bp0HwCpsxLhpV+6TsB/U9AeXXq9NwsGp0OM27xbIqBVS98J2G6HeT/p5WxUkJwIy5aBkRvcJAzQ1Q7H/oQ2zfUgC6GyZQucS4FmTSDLZV+cPh26GIQorLo1oLR8VTNtutV3ACQJi/DSAN36+XIfzZbt6JbA22N0V5bebN2qu500jujuJn+NhfkL4MQJqOWe0YMgEvh7OnTYpwdZCMVACtnZcId5T/XgIXA8TXckAt6r54UIJ23blY4W0gaw7Ryc9b+jDpAkLEqSbGBeDLwaCZ8DRoS+pnTBfNnw35fhskuh4X7onw6z4uDDz+Dii2HCG9C8mHqOV+guLhuVg5XFXCWcmwttW8CKVfr59OnQLjrv2npmgL0GCGGFizvBqVKQipx94wwaBPv2+f02uSYsSgYHMCMGanaCo7MgPT3/vcROJ09C5w7AaRiWoa8prwBOZ8OQIbBoEaxbBXcXc7zXnIdxj8PunfDyq3rQiGDKzNRV3mfP6nGE0xUs2wb/cpvvr7/0iDVChKt69SEjDgji3QpWcG0Qvcv/vqMlCYuSIRn4KwsmjNNj+m7fDmfO6Ou72dnw84+wfy9s2wkN06Cf2Up5O/C7TY8bfPYsjBgCvTIK3wjkJLA6Fs5HQ8tUaOOl2rwacEcmzP0UOv8Gk7+Bdu0KuVIXhgEzZsDAgXmvzQc6GfAkedvVHL3tHTroExYhwlWlSpBWCkrCCcCDwBvACP/vE5YkLEqGasBVwPXXQHYu1IyHcjaIcUCuAUnn9cAF7QDXQZWmADjgog563OE656BNIWPYpPR15QcehvIV4d+PQ5scWB4Nv9uhTyR0drlFKQEYmAGrt0P3y6BrV/jXI/p6caDsdpjwDjz4UN5r06fD5C9hxkxYia4Kd45nUcn8n5Gh77uW+4ZFuGraFFKsDiIIjgETgbZAmv81X5KERcnRDZ3kcoCEAK/pfvggNErXB0hhHAN+iYXfFkFKCtxwHbSPhIUOWGgm3igPpWIFdDSgXQZMnQ9/m69fH34zfPFlwcnRMPSQiWPvA05AF+AP9L3UCQnQvDksmAfZGflbePRFb+tHwCOPwOuvF3LDhShmSUmQnKkbXJbkjHTEBjhgE3CJ/7deKMPwv/NcpZTBuIBDE8I6q9G3J9UraMYC/BoJSYPg/YmQVAuuzYDDNjjXAs6cg7qn4Oos38uYGQfrM/K/NmkS3Hqr5/mPH4cbroHDO+AKc0zjA8DiJNh1QM8zoD+kzIVuHoaiWQo475QK4DgXIuTq14J+x6Cm1YEU0TggMRG+nw59/oZhGAV2QSJ1VKJ0u5SiJ2CAJnZYugB++QXiDV31vcQBh45AzBm4soAEDHBphq4ud6peDUaN0vc6uztwAC69COI3wW1p0BJdqk4Bdh/UjdKS6sK8n6Gjl7HgOrs8TikN9X2i1GrXTre3KOk6RunR3apULXhekyRhIfyxOBIOn4DbRsPxTMgC+kRB+wwYnu5fQ6+6wADgfiA6AgYPgvffh7+26aTqOgLUypW6pfcV9vxHaTOXx7mHYbjd+3CMrufgr73m12YKYYlLu8DJUpCOuubo/++/7/dbpDpaCH+sjII5OVA+EppGQPcs8DBWhN8ygGkJsDdNXxd2DlrhPB4zM/VtTU9wYU9hdiCCgvvaHefyuHo1OH6iCAELUYwmToTPHoJ+GQXPG86ygMlRcFAnY3+qo0vyZXAhQqdTjr5eVdkOCXY9WlEacBA9slMmusFYQ/w7quKAkWk6GX/ngD3AggV50w0DoiIg0kNVc2GO2hOloa5PlFrVq8PKDOhndSAByEUft9vjoUIWbDDglAMSHQEtRpKwEL44K4oUedeW1wGzfLznXvLfJuWNQnenecxsVXnppXnT4uKgXSvYvgkC6w8+T1t0S82YCLBF6DGZA+zXVoiQqFHD6ggCYwBfRUNKAjz8GLz+Xzh1WrfD2JMLAdy8UQoq4YUIkmUx8I4tL/E6gOcVLHIbIGKB+fxG9L3L3SJhMHC7OX0Cui/cdGANsB89xKC3Kz/3mGfOCxfmf/3q6/KGJiwMZ6nCFgUZ2bBuXREWJkQxat0a4qK8HyPhwECPFzw3Fv5r0wl4z3547DE4dBSG3QQbo6AD8JL/90JKEhbCKQNIdsDsaF3VBFAjGqra88+XkgNNo/UoT92Aq+y6tJoENDArl95H3x70I/AZ8CHwu4fWW1nABAWNG0KPHvmnXdMP/orTfWYXhvNs/IMP9f+JEwu5ICGKWYUKkJEDZ6wOxIvtwKRy8HtNGDAOHnkK5v2qb0cCPXTp19Pgq29gTWX4+qjfi5YkLIRTryyItMGabHhTwQ7gSBacMMc7BX2fLkBTL5lxiB06mSXlteZr3cz/S7J1YyxnctwKvARkGfDCS3kHtFPXrlC3Mcwr5GFa3vx/yrwePHdu4ZYjRHFz9gP/kUXrN4A/0TVXrnKAedGwuDq8OxX2HoZHH4NnnvU8eMzf/w7bd8Fd//F71XJNWAgnBfQxYGMMHM6C9ea12sXoRlnVgE/Neb1dp40D+uXoqmDXVsyZsbAqE7am6eTbFzioIDoSTp/RvV95YthgjQP6F2J7nLcufWT+skkf0iLcXVPwLEGXAcyOgi3mmXYEupbrHDA1Bjr0hDlToWJF/5ZXqRL88z64936/ZpeSsBBOycBcAxrn6tt7bnLAQ8BIoCnwg1md/C+gnB/LiyTvNqJrM/V142YNYNYs+Bk4Uw2WLfeegAFaNIbeEYXaHACaK30fcqVKBc8rhJX6dC/8wCpFsQydgI8cgcqVYSZwFnhbQYdeMPMn/xNwIUgSFsKpKtA3Alqa14Aj0FW6jYAoINNsQOV6iTiQuxHqAQePwJIFemCFw8fzt4j2ZMUf0NRLj1j+GGy2dDkTrhfbhDDNX6yrhEMt1bx81K4tnD6tH38dBWMfgh/nQEQRToL9IElYCFeX5UItl+euSXakmX3fBaZE6mrlZ4G1fh5G5YCbsuHT96BhffjtN9i2zfv8Bw/C8VN5IyIVRgT+ldqFsNrVfcD/cQ+Cp6pZDX0qOe+1eq3g2RdCsnpJwkJ481OMTrLORlmJwH+AHjbYbodpQGMFDQIoDjcChmRD02To3Rven+B93rVroWl80avobnB5nBrg6FNChMrAmyDK/yEAg6YrMBYYYj5/8kmYvxBi3LuqKx6ShIXw5DywyhyUwbX5og240gGPA40iYLcBRwvsmS6/GkCzXIiJgtff9D6fw1Fw15T+aIq+Hg1QTorFIkx17w57Cf29wgo4DSxV0KAePPFEsV4DdidJWAhPIoA6EXBjhOdEGAuMMK/VfmsEfi9vVaB8BIz7P+/z7NkNkXbv0wPxv56/gpHVhSgGzZpBVKxOiKH2TQQcNuCH2SE/UZUkLIQnccCdudDeR6Mo16Mn0NwWB1yTCd9O8T7Pw4/AviDdVlQ5OIsRotgoBf2ug20WnChenwsRCt54JeSrliQsRFGUN1tOFuZIqgHs2A+bNnmfx8fdSwGRW4RFSTBiFOwM8SWTOTH68pMyYMHS0K4bScJCFM31Zkn5JQXLVGDV0s5rzS1aeJ+nQSHjcpULfBmE5QhR3Lp3h1QV2irplVkwG33r4fTvQ7hiTZKwEEXRGKgXDXYD5hvwVgCH1AkgMcH3ddpglGB3BWEZQoRCZCQ0bwXvodsxBDYqYOE4W0X/+3HPXVEWM0nCQhSFAm7L1j1sdQTSHLq7u4LsB2YquGWE/uFxl2W2zC6gLw+//BGEZQgRKi1b61LpM+hbBIt9fejR0L6aHIKVXUiSsBDB0tP8PynS920WDvTISoPvhqe9/Mp88w1EqvwdhxTWPvN/hfK+5hIiPLiO9tUgPjTr/A3Yeyg063IjSViIYEkAukTBGTts8TGfs/b5/vuhevULp69dCw/eB0ONot8nfMrl8cBBRVyYECEQGZl3wnhzCFoULnF5vGdP8a/PjSRhIYKppdm91kkf8yigThy8/x4YbkVmw4DuXeGSdGgShHg2uzx+ITTd8AlRZF9OhhblQzOgww4F5cyz3e++C8EK85MkLEQwOfu+PVhA93sDM+Dtd2Dw4Pyv798PaRlwRRA66XAAC83HQ4dCzZpFX6YQodCzJ+zPzOsytjjdbkBDcxCHG28MwQrzkyQsRDDtMM+oW2b4nq8yMBB95v3UY3mvR5un/v407iqIjbzq7HfeCcIChQiRxERo1ggOh2Bd2UA5897Cc8E48ALjoVmmEMIvKehWztUAZyFzazkgFXzc+vs/bdHJ+K03IS4R5s+DRx6DWlUh7RQEs/vaqlWDuDAhQuCii+HktuDcK+/LAvQdBBPegY4di3llF5KSsBCBcKA7md8GjAfOdIWPzOKmHdifCvXi/R+SrQ4wOBsmvQiLl8L073TL6rQgxSun2aKkatcBThfzRWE7OgF/8gn8897iXZcXkoSFCMRK4HNgXUPo2hViE6BGnE6c08yM1ynAFp1Vyeuw49BBuOMu2Buk7BmKa2pCFIdWreBsbPGuY6Mtb10WkfNkER4MYFkU7IyCgekQjre0ZgILIoBc2L4XDh+EjnY9TOCvkbDDDq2B5gEu94sYuH4obHlfN8xq1RJG+Rg4wl/OhteREUVflhCh1qgRnCnGLrPOAT844LLLoHPn4ltPASQJC2ulAt/Ew6F0uKgJROfA6l3Qy+rA3OwDJgH9r4ajR+HQOj0AQzqwEVhmh3ZRcE0ORAWw3FzgeBa8OxGioiAiQtdPBaOTDmejLHsQEroQoVa9OpzJLL7lOw+LGTMsHeJTqqOFtV5HJ2CA8RNg5y5YF4bnhhGATcGPc2DDBn2SsMEOfwK/m/P0yoFXgJ0BLNcwl5tmXgRu1AjKJ8KZIMYOkCP10qKEqVgRsuy64VRxWG4mXotv3ZMkLKzjrGlq3FD/f2ws/OMe3WOOr24frZAEVDIPlxwHzFJ5Hb/Hma+b3T3zFf7HHwm0iYRKlSDXPDXvd01gidwfS5YUPI8Q4cRZOm1YTMtPBW4aUEwL918YFjlEmWEDOtqgXB2oVg3WrIKoLTAsp+jdNRYHh5lZk2KgXgS0SIeuNqjlgG+Bs0CzaNiRrUuyiRRcNb0V2JYLdWqBzQZ2O2zeBE2DFHN1G5xwwFVXXdg7lxAlwXGCf5vSZiCzJrzxdpAXHDhJwsJa7RzwzUqoGQX3G5AYxtWmdzv0D0K9rLzXejvySvQLIuGs2dPVF+Xg7HloHgPDstyXpP0ErALGvwajR+sz/+3bYe1msEVAUi4UdXzzQQ49LJwQJVFcDDTxcvwU1hlgfhz8/D3UqRPcZReCVEcLayUBD2fDiDT/7621ShaejxjnAOTH7JBpZuRsOyREQWUvpc99wIYomD8fHnxQX/8CaN0adu6EpoNgelxe45HCqg4kmUFv3FjEhQkRYhlZulOcYFkPvIu+DfCyy4K44MJTRgBVVImixYIAACAASURBVEopg3HFF4wQYe3XKFiaA/ei7+0F2P3/7J13mBPl2ofv9K30XnfpTaR3AQGxgNiw8KkgYG/YCx77OdZjwa4oIqh4LAh2pEvvCIL03mEpC1tT5vvjzbqFZDfZnWSS7HNf116ZZCbvPLO7yW/e530KMNm7XRGV9tDbDG08qpKWP7f6bGCFA7J8RH8eOaKipLt1hPa7VdpTWfnDDKk3wscTdRhMEMKE3Q7XOaGxTuM9433MzIT4Euq7lxWTCU3TSlxYk5mwIARKN6cKxqrifb6JfAEGJcCtrdDXo2ag/j5+TmCVFT6b5Hv/M0+pMpPbdquKPnpg88Ann8GuXToNKAhhoEWqfp2UtqJy5l2u0AtwEIgIC0KgJAEtUZ+adGCqjyIYHrPa70T1FJ7mgEVm5VbWgD+s8F4cZLrgggt8n+eNcdCnt9puqIPdGjDDu33TTToMKAhhYv0WfVTKDfxsh3FvKS9TBCEiLAilYX4cVCjSYeHWW2GXB2ZY4f0EFTG9NgdmelQU9Ps2ONYUZi5ULufKlX2P7XDAvPnw4P3wJsqVXBaOF9ieP79sYwlCOLFayq5SGvCNDWrVhzvu0MMqXZE1YcFYPKhylckeaBdBlZ3SgI/MMNKTv9brABbHwQrvOq7dAle64Sc7nMnNf++QS6FyFfh5OnQ5qdzSKaiAkPR01aYtEM6cyT/2SVTBkNKwEfi6wPPcXFWdSxAiGU2DahVhxGn1GSwNR4C5DsitCTPmQGO9FpcDIMA1YUlREoxlmR1m54LVpFy9DqMN8pIE5HhgDaoq1j9kQ7wVOlmgdw4cQAlwrXgYlAXL42DZXGjghItyoEmBt1aNV2uy55wToA1JsH07dDwX1mZAx1Lm+Z4p8nzuXBg4sHRjCUK40DQ4frp0aXr7gRkO2O+E5g1gwXyorUctWP0RERaMJdsNA/uralHzlsCFOucElhYH8C/gbRvghPPNEO+BekAtF5i9EVP1gYFmqJeltuv7iHZeDPwOkBX4LDiPRo1gxRro2xMsR6FdKYS4YCvhFib47WcRYSHyyauYdZT8ft2BcBIYD4y4Ft5+J/jPXJiRNWHBWCq6ITsD/vU0HIiUabCXI8ApJ1RyQB8PdAHqUPhTYwZ6eKBBMeP8XmC7fv3g7WjSBN54B1YkBP9egEao1IwngA4aLFtYunEEIZyYTNC3BxwK8n0/O+DmUTDxs4gXYJCZsGA0zYHXl8OI66FdUb9pmPjWBn85oZEN+jthH7DRCru9s91BZZydPwy86t12uUoXnZmcDNkuFWRS2pKeNlRBlMWrSzmAIISZPhfA3CUEXIzdDWzNgdnPhNAofRERFowlERjsAfchaB/C3qH+SEcJcIIJdjhhR94Ol2qs0MsVnCusKNuA9Qlgy4axY1Xkc2kYMABq1IfV26BjKW3Zj3LTAaSlQdWqpRxIEMJE9eqQ7UA18y6BGcASoHrViChHGSjijhaMpz3QyWNM0wZvF0VGafAocJ4JmtngRmBoGQUYYHki1O0LX3wFTz9X+nGsVnjzXZhZhg5TVQpsP/ts6W0RhHBRty6cDOB//hBKgD/4APbuV81QogRJURLKJ5moYho/e5//C/39Qlmo/sIjboCJk0s6umQOHFBfSo9T+ijyo6hUKZCuSkLkk5kJvbrAmg0wEOjh57jxFnA0VNkEkYKUrRQEP6w0wyvkC/AwQrMwk9cQ6uHH9BmvTh11h7+hDC6DKiUfIggRQ0ICrFwHF1+sAhyLrlhpwHwbpFlgzhwDDCw7IsJC+SID+MkDNSzwICpquHmIzlUBsJnBo+Na97JlsLgMdW8tqFm/w6pmGYIQ6ZjN8MsvavtIgdczgY/j4EAD2LgJGupR4zX8iAgL5YM04B1rfpTyDe7Qt050Ak6PCi7Riw4d4HhW2VocWoE6CbBqlV5WCUJoOXGi8PMM4It46DkI1v4FqamGmKUHIsJC+eBt4JgLUu1wA2qWGmpsQOMEWLRI33FNptIHZ+VRJwsWLtDFHEEIORUqwJVXwqp4NQP+NgGG3Aj/+xbi4oy2rkyICAuxjQb86M3L/T9gRG7hUpKh5BSwOxuaNdNvzO+/h2rxZV/DruWE2b/qYpIghByLBa64Ak6a4JM4GDIS3nnfaKt0QURYiF2OAM8Cq9zQywo6amFAHAIwQZs2+ozndMLQodAjo+xjNQIWLFXNHAQhGkhPh62Z0KY9vPlOVKUhFUdsXIUg+OI97+PVwABXeM+9CfgtGV55Ob8Gblm5925wmKGtDmMlAsn2yErpEGKXEyegdzdo3QRuHQUZQd5IHjkCd92ltt/5SH/7DEREWIg91sI/+ezXAK0NsGGGA977CO5/UJ/xNA0++Ahu17GoSUUNfvhBp8EEoRjmzoUVK6Drdpj0GXz6afHHnz6tCm+0aaUE+InH1etLl+rnWYoQRISF2GIvMA2wmZQAtzLIDg1ISdFvvFmz1GNl/YakfjYc3K/jgILghy5dINsDW1EtQqdP93/syZPQvze8/QBs+Bvefx+efhY2boSuXcNmcriQ2tFCbJAFzEyA1d7c10c0FZ1sBDsBkx3at9dvzORkSK2AKnatE5U1WLNcv/EEwR/16qlZ7FdfQAcPPPZE/r6MDHjiMahWE/btgQ/HQxzwCPCDA6pVU++PUUSEhejkJMqPkwNsMcGaeBgwGHb8CoNOGyfAAPMT4KnnSt+swRdpaWDXbzhA5Unvz9J5UEHwQ9euZ89kDx+Gfr3Bsws25eYvtdwE5ALrcqG1EetJ4UNEWIgONGCRFZYCZ4oEWdWuCU1TYPbv0CEbmhpgX0GSNP0jN//6C6roXOGqFjB5nWqvaJWvAiHMeDww9HLYsxUe0GAWsMIK3TSo6YZfzdDxXOjTx2hLQ4p88oTo4FcrLPeKrwVVdrF6vKolG5cJCUvhciASOphVzII3/wv33qvfmJvWQ2WdI7zzql/m5IgIC+Hnzz9h8zoYoymvlscC7drCwePw4l7IdcPqT/TLLohQ5JMnRD5/oQS4gxWG5AmRCzhtoFHFcDQJLhqs75i7dkBtfYfEDCQ7VCRqYqLOgwtCCSxfDvXIXzpq5YYJq1U+/KpVqt91k3BV1jEOEWEhclkFHAcWAUlmuDjMub6lIRfYnglrX9N33PR0aKDvkABUc8CmTVCrrI2TBSEIzpyBV1+EFgViErKAdq2UVyYGo6D9ISlKQuQy36IEGOAej7HBVoFiA+rGw8QS8iCDZcDFsE3vyCygei6sW6f/uIJQHKtXw5GD0MlbBH0DMAXIyDbSKkMQERYil/vd0MX7Lxoty0Im4LwMeONlfce95jrYZlVeeD2plQ0Lo7MPqxClZGfDmDuha4HCMzMcMGMGrNtgqGlGICIsRC4moIm3F2/Bz+ZeYJsB9gRKQ2D3AVXlSi86dIBmbWC5zh/Z2sCsufraKghFOX5cFZwZcgl07gDaDujhvaPcD6TnQO/eUd8RqTSICAuRzZfex+nARDu8mwCfAJ+jcoQjETvgcauOR3phMsFDY2F3kn5jAtQEPLlSQ1rQH01T1a/mzVNBVrdeBX/PhFqb4dIspT4aMDcRPv64XAowiAgLkU6dAtu7cqFBS7V9O6BjLQxdyQUwQ//++o67ZQuk6Vxcwww0NcFvv+k7riDcNgoqV4aBF0APO4xIhxtc0MuTHxK8FjhhgxtvNNJSQxERFiITDZhlhUPeRaN6VhgAeNao55Fc6MkMuNxg0zmSrEcPOBGCCPHGWTD5Y/3HFcof27apSH6A3bvgfBNc64J+PlpmrrbAb1Z47U2whyDoMEoQERYikz+ssNiNUmPgpAa9gIu9a8SLo+BfV+8iA8nJ4A7B2m1TYMdWFbEqCKUlJweaNoUrhqjnL74Giy3QhPyZ7xZgahz8rwL84IZFS2H4cIMMjgyi4JtMKHd4gMWARwOLFVpZ4Da32mcHelnhAo+BBpaAFdWrt6R2bcHSvDnYLODWd1isQNts+O9LOg8slCscDpg9G773tsesXl39v4LXs+WA7x1wyX3wr/dh5kzo2DHmK2KVhBTrECKP9UCOCxJtMMQJjSicIzwgCop2OHJVE/K77oJp0+Cyy3QY0wF2G+S4IaHswxWiiwc++EnVqI6xfq1CGOnXL3/7i8nQ0AJOYBNwrB7sWw5VqhhlXUQiM2Eh8jjgvXvuZIHmREeRjqJcXWC7lU5NjY8eVcUMQhGQFgd0yIHnngzB4EK5ZNcO2JAJr9vgO+Cp50WAfSAiLBiLGyjYHCgTWOb1t/aN0uo5x4Gv4mDkjbBjh1on04Pff1e50xZ9hjuL5h6YPz9EgwvljnHvQmYmfPE/9XzAAGPtiVDEHS0Yy7eJsDUbmsfBVRn5Uc/tE8GUYahppeYvYPDlMGGSvuNu3ACtbCj/XghIBtLPqIpG5TRnU9CRvH7aV1wBubn6ZwvECDITFozjDPB3BqxZC6crqDrRn3v3NY9SAd4HzAFG3qr/2DY7VNQ7KqsACUD9OBUwIwh6IgLsFxFhIfwstcK/TTAxAR4YA5+Ohz0HYTZwwntMYyMNLANHvY+dO+s/dtWq4AxxhZJmp+HTD0N7DiG6OXBApSMJuiAiLISfvzRwafDhZNi2FX74GB4BxgADvccc8j4udsAzwDEjDC0F7YE2CXDtUNi1S9+xO3WCQyFeQWoNzJoNhw6VeKhQDpkzB+rWhYv6lXysEBAiwkL4qeWAZ5+Fqd/A9llwbaZyhVYGWniP+QTVMeh37x13NP2nDs6EWb/D0qX6jpueDnEhzqlMAFpo8PaboT2PEJ1s2aIeK1Yy1o4YQgKzhPCTkwNPP622H6JwClIVVHnKWajZ8AOoYK1oymyIQ5Xh695d33GzssAWhm5HyTlw8EDozyNEH1dfDWtXwn0PGW1JzCAiLISX08Be72yuhwWSfAQaVfA+bgYWAE2tcH0UFOgoSJwFMnQOLrNaCYtLIAFw+qj1KwhVq8IHPuqM//gj1KmjKmAJQRFNTj4h2skFXgNOuqC6Ffr7ifTN66rXyPtoDlVibAhp5IJpOrYyBNi5E5LCkDtdA1ixTHoMC4GxfTsMGaJiFqZNM9qaqENmwkL4sAGDgIpAU5cqPAGqrmyud/94O5w0ATlQFbgXcEVjJGauaoqgJyZTeG6b6wFZR2HSJBgxIgwnFKKal1+ElsAhh5opC0EhIiyEDxNQNHPnNGp2DNDCBge9btBaDqgQjeKLuqlYZYLnhuk77rGjYA9RoY6CmIELMmD0KBg6FBITQ39OITo5eRKmfAl1zVCjHnToYLRFUYeIsGAsrxXY3uQEi1mJ9cAoFWCANUD9Oqr/r56sWAIVw9Q9KhFIjIMEvTtFCDHFl19Cihl2WWHuV3LDVgpEhAXjKLjk2MMC9dxg96g1yQr+3hThuIHZdvjjB9X/Vy+OH4e58+Bu/YYslnjA6VIlLOPjw3RSIapIS4MH7oMbnKpU699/q3VhISgkMEswjl3ex5QKMNANrVANwKNVgEGJcEYutGhR4qFBsXgx1LKrGWo4iAeqOWDVqjCdUIg6Jk6Ayiao733+3nuGmhOtyExYMI6VSZDgAXsI6yGHkyzgC++23g0QDhyASmVwRacBf5ngUDIc98CpHIizQgUbVPdApQxoqEFd8rs01cuBRQuhVy8dLkCIOdLPQDU3HPE+79LFUHOiFRFhwRiW2WHDGbWdEeJ6yOFiOaqBA6hIZj2xWMBSijEPAYvjYI8VbhwOD1wMzZpBrVpw5gzs3w8bN8LqFTDzVzh0EM5xQU8nVM2FNSv0vQ4hdujdG557TrmiLxqgtoWgEREWwo8T+NUbBf1/qBlXLJCnkfv36y/ClSpBWpD50keBD4ABPWDhtLPXqCtUUAUWOnfOT0XauhWeehwm/QpDM2HCryoCtpKUKRSK0L+/6hd8+DCkpBhtTdQia8JC+MkrU5lqgWaoCk2xQF3vYygiij96DxqdDvz4bODbBPjoI5g5O/AgsaZNYcq30KYbLIiDxiaYMqVUJgsxyqMPqpvMsY+pFoUiwGVCRFgwhiYm2Bkja8F55HluLSGo8LVwkerQFCiL7XDRFXDLLaU737fTIbMO5GTCVBFhoQDJlSDeBC+9DLNnG21N1CMiLIQfN3C0QH7SaVS7wp3GmKMLW4BN3u2kJH3H9njAE2QJyd0OuOWO0p8zKQnGvQ87rDBrAezZU/qxhNhi1GioVReuGAI9exptTdQjIiyEDw1IB362wymgk3fG6I3PCnmv3FDyZYHtbdv0HXvdOqhoCy49KctT9nXcgQNh3Ftqu2FD1UpREOrUgR174bvp+t9wlkNEhIXwsB94FngdWJ0LbRxwidcdXRvVsrBblHVK8se4cfqOt3EjVLbmB34FQtNs+PjDsp/7tjtg7Vq1XbEi7N5d9jGFyOfyQWrd98svSj5WKBMiwkJ4+NI76+2UAF2s0NRZ+L+vAsGJTKRxL3AeUCEOHnxQ37HHPgpVgwjKAtUi8uRxfc5/7rnw009qOyUFVq7UZ1whconzVklLT4cnn4Chl6soaEF3RISF0OICVgMZbuhihvMzYbkLfolmxfVBDrAhHsY+Bamp+o27bRvkZENqEIU6PMDGRBh0uX52DBoEY+5RhTzO7wPuGAuqEwrz1beqlWX9BvDWf5Xree5co62KSUxaED1DTSaTxjOhM0aIEvaiikA0ASoX2XcA9UVd03vM53Y4480Jvh9YCSwA2ifAZZlhMjgM/A6ccyt8oIMLOI/0dGjVDJofgfO0wD0F64FdbWDFOn3zlY8ehRo11LbHo38utBBZZGVB376wfDk0aQh/bQZHjBTWCQcmE5qmlfghieJIGMEwljtgvbfAxl3Ab4mwNxvsJjhTdF03F86Jh4uzVD5wcyDZBJ1iSIA9wHoHvHWrvuMuWABxGdA7iMhoD7AwAT5/Q3+RrF4dRo2ECZ/C3r3QoIG+4wuRxbArlQCfc46qXS4CHBJEhIXguTwH2qEqX70LkKFezwXqJkDrTNhpg61OuATomFWgHjFQL8h0m0jnFKCZoV07fcdt2RKOB+n23QLUaggDBuhrSx5J3qIfdesWf5wQ/ZzJhJS6KhdYoqBDhqwJC8GjAWsS4Svv83tQ0c0PA/szoRJwvVPl/nYhX4BjlXQgtZ7+RToaNlRr6ieDeM+fSfDQWH3tKMigQerxltGhO4cQGcycp1KRqlc32pKYRkRYCJ6/gb8yoIoD7gOqoqKbd3j3Hy1n/1YZwPqt+o9rscD118MqW8nHggoO25ENl+sYkFWUTp3gkUfg4ktCdw4hMjCZZN0/DIg7WgieDQ4gB+7KKTzLre19tMWYu7kkvg7h2GOfgtafQ2On6tta3GT7L6B/39C6DqtUgZdfDt34glDOKGdTFkEXHF6RLeomrQbcDnQtZyJcH6gaoi5D9evD6FtgIvA8arbrj71JcN3w0NghCEJIEBEWfKOhWuHtRjWrBxV5+xdw2Kmer/fhJq1F7K8BF6UDKpUoVDz/Ati8TqtTxRy3X4Nu3UJnhyAIuiPuaEHhQeX1HgXSzLDAo4Q4jxZ21R5vVy7/7KgcRAGJWGUzMMsBn9wfunMkJcGnE+GxW6G6n9Su44DLpG+hEEEQQo6IcHnHhSrusNgKR/NyfL3iep4F4t1wxAprvQU3+ligt9s72y3nVZNygN/i4Psf4IILQnuuYcNg7MOwNxN8peduNMHQq8EqH2lBiCbkE1tecQKrTfBnPBzIBFxQMxG6ZEIDTa3vmvJE1gX9UBPgiuVcePNYaYW5FujZLXQ5uQUxm+Hu++C7p6FB9tn7dybC7YNCb4cgCLoiIlzecAIv4PUoa0Am1IuH67MgPsP/+yqExbroYAOwJAHWroImTcJ33pRUyLah1gUKkA4cdsOll4bPFkEQdEFEuDyxHphtBs0DVa3Qx6WqXDXPgnijjYsSNgMzEmDq1PAKMKhIaV+NkbYB3buA3R5eewRBKDMiwrFGLupL+agZ1ljVmu7lbtV04ScAD3Syw+BcQ82MSjYBsyvBb79A9+7hP3/NmpDlIxjuQBxcOzj89gjRh8ul6n5LAF/EIClKsUQu8IpJFY+Y64GTuXDQDe8Ds7yzpCcRAS4NbmBuPLz8mjECDJCcnN+RKg8P8LcHhg41xCQhynj5RWjUCEbcYLQlghcR4VhAA7YCn1rApUE3E1wKtE2Ejiao5ACrBfrZy18Or17Mt0H9pnDTSONsqFwZXB51s5XHCcBqg5QUg4wSoooGDdXjpC+MtUP4B3FHRzPZqLrFq62wyAW4oYsDLvKWVeroDbRy5qiCGxJcVTrWANsqwbKfja2la7FAjSqQdjS/ROgx4FQxAXWCUJAbh0PDFNiwwWhLBC8iwtHKKeCNvCcuaGaDYU4w+ahraPP+CMGRBcx3wAonzJsK9eoZa4/HA8lJkHm0wGvAgF6GmSREIb17qx8hIhB3dLSyucB2cxtc4QRpeKIfHmB6PKReBgcOQq8IELr77wX3YSgYU3MMaNbaKIsEQSgjMhOOVlbZgVy4GajnNNqa2OMPCyQ0homTIyP1Z/du+PRjuDOn8K2zE8g4bZRVgiCUEZkJRyPrTHA4F3pYoK7RxsQge4G/kmDqT5EhwADLlkFd+9n53MlIz1ehZJ58HJISwS0V7yINmQmHEyew0AxrLZDpAqcG7eJgQLaKWnaQf1t0BvXXsQAbgekoF2lnC6zz5oq2c4sLOhSscqgSkQ0bGm1JPm++Ak18zHirAH/9GXZzhCji+HH4z0sqi+LUKdUTWogYRITDxRbgS1BK6hXRODOszYZNJsj2diZKsijhPeXjjrWKFVa48p9XDqnF5ZNMYLMGDz5ktCX5rFoF2zZBfx/76gPfbIasLIiXsmeCD1atUgLcsa0IcAQiIhwucmzQGLjQCTW8r3k88KpZVUGqZgU0OOYV38YOaJ0DxyyQ6IHOGlhcqrE7qKIbkvOrP2vNULe2ah8YKfz6C6R4fH9a7UCDOPjlF7jqqnBbJkQD3brBW2/BbbcZbYngA5OmaSUflXewyaTxTOiMKZc4gdOoWW1JruUTwDignxl6Sy9f3ckE3rHDzzOgb1+jrcmndRPosB38lapeD+xrB0vXhNMqQRCKw2RC07QSFwwlMMtobKh1vZL+VDnAe96DOooAh4S1QM8ekSXAoFzNicXsbwXs2gIzZoTLIkEQdEJEOFqYZlWBXNdR/BeyUDo8wKp4ePwpoy05G6vV23rSDxZgQCbcOAxOnAiXVYIg6ICIcCSjATuBcVb42wXnmaGF0UbFKLlAei6cf77RlpxNzRpwsoRjUoGjJ1TgzZ8SLS0I0YKIcKSSDbxhhc+AEy640AT9xA0dMlZZoGVTo63wTa9+cKCEKDwL0BloaIbe3eGrKeGwTIgUjh2DO26BDz4w2hIhSCQ6OlJZDqS74CIzdPaAJfAAOiEIPKgSoDPdsCZChcvjAc2C6qfoBxMwCMADe7PgpuHQ6zzj610L4eHnn2H8xxA/SUVDt2tntEVCgIgIG4WGqvurAUmoCOlVVsi2QN0cmOM9rpvMfkNGXn3oMzVgVB9o2dJoi3yzcR04XCUfl0d9oIMFnn4CPvksZGYJEYTDoe7R7PFy4xVlSIpSKMlGtcHTgHrAESABFVj1hQlyS/jdXw1Ibf7QscIE+1vBstWRU57SFzt3QttWcGe2+v8JhGzgJSAtTQo0lCc0TcqYRgoBpijJTDhULDXDb8XNYjUYAlRDlai0A3VQKUvp3kfp/xs6TgJ/xMGybyJbgAFSU6F7F9j2B7QN8D1xQEoF2LQJevQIpXWCUezdC23awNtvw/Dh6jUR4KhDRDgUpKEEuI4VrnSp2csOVATrGWAPaobrb1ZTNTxmllsygekJ8MADkeuCLkqjZrDjj+DeU8kNmzeLCMcimgYNGqjtESPyRViIOkSE9cYNvO3dvsmlZrgAbbyPiUDNsFsl5OEEvkyAoaPhqWeNtiZwduwIPpdhvwbNm4fEHMFgxo/P357wsXF2CGVGUpT0wg28a8mv7TyCfAEWIodFNujcD954C8xR9O8/cw4E29Qp1Q1z55R8nBBdZGXBQ/er7c8+g5GjjbVHKBNR9C0U4WwBjrqhB3AbyvUsRBYe4E8rvPSa0ZYEx+bNkOyA2kG+r0UOjH9PuS6F2GD1amjeGE5ngs0KgwcbbZFQRkSE9SKvmML5BP9lKYSHHUDN2tCsmdGWBMfUqZBqDb53dAqw+yBs3x4Co4Swk5kJXbtA0kGoWRX27pPI9xhARLisnACmAQvckGBRUc1CZHIEaN/BaCuCw+OB996CFhmlH6NpU0hPV9ubNqn+skL0MHs2jBwOnTqCyw37E2Di51BTgktiAQnMKitr7LA2F2pY4KZiKhoJxnIUmGeFeQ8YbUlw/PQTmM+Urmb44QLbFSvCu+/Cm6/D1u1w+DDUqOH3rUIE8erLMHsmuIAWzeD3WVC/vtFWCTohIlxWeudCL8AuAhzRLIiHRx+E7t2NtiQ4PvlQzYKL81lpqJuMVUB/8gMCi2rsXXdBig2SbMpFLSIcHTz5NCz4A2pVhgWLoFo1oy0SdEREuKzIbzDyyQI2O+Ghh422JDiysmDGTLi1mMCq91Bu9jzqkl/QwwIMByYBcQ7IzgGrHZo7YfHi6LshKa/07Al7D6jSlInSxzTWkDVhIfbZB9SuBRWirATZwoVQJ85/8ZYj3p8LB4LbDbeOhqMm1ZYxzzGzzgEtrNDECe3ioHU2YIu+30V5p0oVEeAYReZxQuxzGqgVhUEskyZADaf//XMS4e0X4e571PNLL4ePJ8ByqypfmBIH+zMh2wNODeqZ4HI3pGXAn2vCcw2CIBSLiLAQ+3gAdxBdiCKFtavgnGzf+9KBAxrcdnv+a5dcAr/PhLZtISNDRUFv3AirV8K0H2BfFsy0Qh0XrF8dlksQ/PDIQ7Bli/q7COUaEWEhtlluVlHR740x2pLgsVrB4WffNqD/o0pixgAAIABJREFU+WArkBNnNkP//mq7enVISYGrrlLP7XZwOmGfBdq6YMG2EBouFMvvv8Orr4HFYrQlQgQga8JC7LLWBOtqwIo1MGKk0dYET4fOsN/Pvh+A1u0DHysrSz12zlGdu06lwzYRYkO48EL1eOKEsXYIEYGIsBCbeIBViaqoQatWRltTOq68Bnb6CKA6Dtgs8OijgY9lsUCbppCECtzKcqoiHkL4Wb4cvv8ekpONtkSIAESEhdhkF5BQDfr2NdiQMtC3L+zNzI90zmM9MGokJCUFN16/gbDN7t/FLYSHzp3h8suNtkKIEESEhdhktwUuvTKy191efQXmFNPlKDERGtQpXPlKAzYmwk2l6Jxz/XDYblMzaYBZs4IfQxAEXZHALCE2OW6CChWNtqJ4HnkUqleFI8f8H1O3Dpzek/88FziRA127Bn++zp3BlADzM+C6q+H884MfQwgMtxteeglOn4YuXVTFqzH3qWA5QSiAiLAQe2wHdtng/6432pLiGXkjDLio+GPadYb1S6G593kmkBiv8oCDxWSCc9rAjLnw1p3R1U85mvjqK7jzVjhxGlLN8LJHvX5/lNUtF8KCiLAQW5wCpjtg8pfQuLHR1hTPhEklH9OiNcyLR9XeRFX/OqcMgWaLlqnHaF4rj2Q0DYYNg86omvKTLNCrC0z7Car6K30mlGfkVliIHTzAtAR46HG4LEYCXxo3hrQCH9NNiXB1GWb4ZzLLbpNwNtnZcOOwfO9CM+ATGwy6FuYuEAEW/CIzYSF2mGuHKk3gkceMtkQ/Tp6EvRlqIpwJ7HbBoMFlG/POO/WwTMjD44F/PQHzp8N9qJaDkx1w3fXw4SdGWydEOCLCQmyw1AJ7q8PqearbTKxw+eVwzVXw+w+w3QwPPgypqaUfb/16aNRIP/sEuOdO+GoCDHNCJeDbBLjtTnj5VaMtE6IAk6YV0yat6MEmk8YzoTNGEErFGeB9B6zbGJsCc+yYKkMJas1RiBwOHYKU+nCXCyoAe4FPgB9/hMFl9FgI0Y3JhKZpJUZQykxYiH7mOOCqK2NTgEE1cf/8c1i+1GhLhDy2bYNp0+DrL6CzBSq4YBkwxwJPPiYCLASMzISF6CYdeB21dloxwvOChdjgxAmoVwfiXdAWSHXB52bI9cArr8DDDxttoRAJBDgTluhoIXpJA76Ih8cfEQEWwseN10EtN9zjgmoumABcfa1qGykCLASJuKOF6OQEMCkOnn8J7rnXaGuE8sL69fDHH3CHE44C3wCPPwYvvGi0ZUKUIiIsRBcasMIEc6zwn+dFgIXwsXs3tG0LQ0wqZexd4Pln4V9PGW2ZEMWICAvRxWpgYx1YPw+aNDHaGqG8oGnQo7vaXmqCHzS483YRYKHMyJqwED3kAgviYMq35UeAc3LUDEwIHZMnw+ALoVkKPPqw7zSwjAw4cBCSEqBaU9iwAd59P+ymCrGHREcL0YEH+M0G1c+Hn2YYbU3pyciAhITAGzD07gYLlsHatXDuuaG1rTzSvRssXQYDgQRgOrBoMXTvbrBhQtQj0dFCTLHQDFmN4dPPjbakbCQlqfrCy5f73p+TA506KNHdtAmWroT+FriwPzid4bU12pk+Dca94b/AySMPKQEeAfQA0i1QrSq0KkODDEEIEhHhaMEFzIiDJcBOIMdge8KFBmwClljhm2n5laOinb/+8v36kSOwag20bw8tW8KFGpznhqQsuONW1ShAKJlt2+DqoXDfA7Bjx9n7p0+HV1+Du4C8KqA13XA0DeLjw2mpUM6RwKxIxg1sBPbFwyEz7M4ovP+cOLg4W7nRYhENdeNxrAZ88Bw0b17iWyKeJ5+A5//j/4s+ORlsFrjJDXVB+eGBoZnw6/+g2zJYuhri4sJlcXSyYAG0dEC6Gz6bCM89n79v1SpVk7s9sAcV5dwyCXZlQu3qYLMZY7NQLhERjlROA98nQJWmcNMt0KIFuN0wcyZM+RwOHoH12bAeuB+ItVoVHmCODXIaw5qlyo0bC1x0iRLhBg2Uy7lFi8KC+v33kGKHulmF3xcPXJEF03bBIw/CW++G0+roIzUVDmnQMQee/zf06AmZmbDoD3h9HHQwwWoN1qDKgj7+Opw5AxddFPh6vSDogARmRSIaMD4BRt8PTz8LFsvZx+zdC7fdDAvnwq1OSA67laHjOKoTTa1G8MssqFnTaIv0IzcXvvwScrLh9jvAZoU5c6FXL7W/YW047xA09fP+TODjeJj8LVxySbisji62bYN//xs++wyeAH62Qk4iWD2QdQYyLHDQpY5dtQo6dDDUXCFGCTAwS0Q4EtGANxwwb4laGyyOO26FNV/CxRnFHxdNfJYIox+Fsf+K3VlJlw7gWgM1gBPnwrK1KoAoOQHuyIbiJv7zgWUOWP1nbLjo9WTzZuVdqGaBrh7o7P1+8wCzTLBYgyefhCFDoFMnQ00VYhyJjo5iTEAzM3z0XsnHvvIaLMtQ7utYIAs45FR9c2NVgAHuuAd2x8EmE8R7F/VNJrjkQlhfwnXPBTK9UdTHj4fc1IhH02D4jfDBB/DGG9DIAne78wU4Exhvh1U2FZX+3HMiwELEIGvCkUxubsnHJCdD+1ZwYmN0u6Q1YAZwwA49usZ+4NHIkWqNf8FceL5A3eEHHoPLZkLXTP+3yI8AfwPHc6FXN5g9H2rXDoPREYrHA5M/Vz8AgwrscwNT4+D8y+DTSWC3G2GhIPhF3NGRyqI4mOeEjyfA8OH+jzt+HFLrw82Zqql4tJINvATUrwubt5bvNJE2TaHDNmhcwnEeYKIFul0G//vO5yHDDqfxws79NMjJZY/DztjUukypWVV3kw0lJ0fdtA1Htba0AOegfj/fmMHUBFavA4fDUDOFcoa4o6OcntlwmRs+/aD44178N7TQoluAAX6zw9VXwJ595VuAAe68H/5MLPk4M3CJG76eCitXnrV72OE0xm/ZTUpOLmYgJSeX8Vt2M+xwmu4mG4bHA1cMBrtJddZaVg2+A6bb4TngUDL8PEMEWIhYRIQjGTvqS8Yff/wB4z+A87L8HxMNHAHW5sIz/zbakshg2DBYlwEHAzi2FtDCBh+dfbP2ws79JBb5/0n0eHhh53597DSaVatg6GWwdTE8osEZ4PBxWL0arn0OvvkGduyClBSDDRUE/8iacCSzwwxV/CQA79gBlw2Cy7Kiey04F/jaBsOHBVwuMFZcrH6vo3JldcBOIJCl3sFOeH8yDL8pP9UJaJDjO6bA3+tRgabBmjXKW9K1C/QwwzUu5YI+mACvPKsyCkrKKhCECEFmwpHKdmBLErzyuu/9X02BlrnQKKxW6cu7wAuAJxHeDaz4RKy4WEu8jrGPQbaP/HBfJAH9c2HY0EJlLfc4fAch+Xs9KlixAjp2VDds58ZBf5fKK3/PAUlN4a67jbZQEIJCRDhSSUIVcmjZ0vd+m12lMkUrOcBR7/ZtNwdcEStWXKwlXkfX7nA8gHXhPNoDldJh9AgVdQ2MTa1LhrnwRzzDbGZsat2ymG4szZtDW+9n4sJMmGOCD01w7ShYsTb2o+qFmENEOFKpDthzYPRNsG5d4X1uN6xYCg63AYbpgAb84A2U2bULXng14LeWxsU67HAaO5euwz1/JTuXrouIWXOJ19G0KRwrJh6gKCZgcBZ8+TUM6AceD1NqVuWWZg3Z5bDjAXY57NzSrGFUuu4B1UXq2DF44x2oFKdKTv6hqaC0twPIqReECETWhCMVM3BNBqz6Es6dDA0bwK7dsHAh3Hkz5O6DK6JUhMcDB3Lg1CmoEHhY97DDaXjwfefoz8Wa5/bNm3XmuX0BQ8Voj8NOig8h/uc6qlWDTFdwg8YBjwJTVsDI4fDZ50ypWTV6Rbcg69bBoEtgn9dTcA3wmwPmzZCyk0JUIzPhSCYZ6OsGiwkSEmHCBBg8AJpshusy1JduNJIXSBakAI/fstvnXWNxLtZA3dehni0XHN85fyUNcnIpOs8tdB1paeAIcE24IPHAtVkwZYqqUa0ThnsT3n5bCXBFK/QGpgH1UqBPn/DaIQg6IyIcDQwxw54dcN+90NsJ5xK968EeID0ePv00qLf5ElNQbZaLc7EG4r4OdbBX0fGtqA+eGfXr8OkqnjcP6gXhji5IInCTR60PP/SA/6b2pbRft9+Px6PEdc6c4o/LzYWd21Qu8CkXODvB1dfBvAVlO78gRADijo4GznVDEzccy4EGRhtTSjzAImChGapXgmuuCert/sTUTPFu5RLdvhQ/W9bDlevvBgKU/bscdlK7tS284+RJSHCW/qR1geEuGP8O7NgKH32qXNylIGS/n0fuh/ffhSwP/PwzXHyxev3oUVi/Hvr1U8+nToUty6CzBZpeB59OLv05BSHCkJlwtJAINCQ6Z8DrTPB2HMwGnvkP7NgNCQlBDVHadJtAIoRDnU9b0jhn7dc0+GUa1AhyTbgodYB7nNj2z6BC4xRmf/1DqWavIfn97NsH730At7nhMk21ZTy3BXQ5F2rUgP798491OOBgLix2w5gHS39OQYhARISF0LIemKrBxP8p9+Njj4HNFvQwpU23CSRCONT5tCWNc9b+t96CBcugtY+D51rgGVSEeSDYwHmxk9M9Mxk08mou/OCjoIU46N/Ppk0q6r04HnsIGruhItAOFVDGFljhzQT47bf8Y6+4Ao6fgMOHoV27oGwXhEhHRFgILcuA1i1V/9YytCYsS7rNlJpVSe3WFkufTqR2a3vWe0KdT+tr/GLP8+ZrcDG+F4vmeyPig/lVmkDrqpF9eS53v/Y8PT/+NKh14qB+P4cOqdz2UTf6H3DfPpjxG/QqEN3/N7BOg88/VwFlF15Y+D3JyVC9esA2C0K0IF2UhNCxzgQzHTD7D+jc2WhriiXUpTALjp+XZuX3PCYTPIDvphwrrRDvhtalDLbaDeTFxH32GdxwA/i5QfBnf7G/nwG9VRpd5Spw8NjZ+3ftgp5doMVJqOyE2XGQ4QSnGz6bCMNHlO66BCHSCLCLkoiwEBoWAisS4bvphdf3Yhi9hDy5bnVOX3kMShdHVTJ7gAmo1De3puosT51a9kYHn3wCY++FFplQZTB8/+PZx1w1BI7/BI01+ARYsABat4ZKlcrkKRGEiENaGQqGMgu4e0y5EmA90nje3rKLOJebs5KI9aQBal35Nu8N+Jo1kJqqRNBkgu++U32qXQEGhnk8cMtIuONW6JIJa+Lg3y+dfdwbr8GiWaCZlQBfd7VqOFG5sgiwUG4RERb0RwPMJrj8CqMtCQg9ClHoVdP69oPHsNnClDlYA6joQ/yuuxqqVlUBdHPnFj+GpkGD+jDjf3CvB/YnwLMvqNltQQ4dgrGPQ58sta69YQNM+Vq3SxGEaKV8ivB61Exgn8F2xCIeYArg0aKinZyvGeyETTs5smhNUKKsVxqPBaiUlAThahF9nwajgbuAbqgo5XMLpI8tW1b8+6+4FPYfgBuy1LfJTg/06FH4GE2DJx6HZAt8DfTpHXDbSkGIdfQX4WhoVVrD+/gxkGGkITGGB5gJbAHefBMspSi7GGZ8zWDjgOoud1BuZb3SnFyaxtYde1VeeDgwAfVRDUMuQpW9bJgNVpOqUPXay6oEZtHYEU2Dh+5XqUQPAXbgx3i49gbo2rXABbng3HNg6hfQ1Ntm8YEHwnBhghAd6C/CLwAvmEK7plUWNphgqxUSvJceqXZGI38CS1AF9ceMMdqagAhkphqIW1mvNKf/blqH0+kKXVBWINR2g0uDtpqq3PV//6ciqC8dCDfdCJ06QPs28Pn7cLdbtd3cCWRXgbcK9IXetw/OaQkHt0BXp/rfeOYZGHKZMdclCBGI/otPPaywyq2K+kZi7/B9dliSo7YHmCFZVFg38jTodLqhZgSDv7KWRWmQk8uRhWuo5u3Ve9pkIsdipqrL/U8k9C3NGpY+OlrT4Mcfefa+uzBdYEILuBpHCKgGXAm0AgYDy4E0IG4mbEeJbk1gEPmf8U1xMHw02L0vpKdD985Q6ShkAkfbwpsj4dbbA7fD44HevWDREujRDeb9UapCL4IQyegvwgNdMFD3UfXBDaR56/FWtkCPKG0FGKnU9j5OCK45g5GMTa1bqNWhP0xAdXf+/0sFTQOXep7nsr6lWcOza0AHwsaNcOWlsHkHrq5mtO4GCjCoiy14GV0KbLfxcbwGHDQXrmb1yINAGrR0g7MxrFwbeAS02w233wwfT8x/bfFS+OADuOeeAC9CEKKDyAjMygFmWmFbiM/zmhm2eL9sz3gi5eqjFzfwO3AUtbY+zQb33KXSTqKEopW40k0mn3PQkuSjNJHQ/3D7KKi5A54C98VR+H+ZDezL5JpO3fJf69IdKttUcZD27YJPQfp4oippmUfNmnDLLWW3VRAiDOM/7j/Z4UVgkQtC7WnqosElZrgZGG3wbCMW0IDFwLvAq0CLnvDs88baVAryylre0CIVi8lU6h4ZpWposGMHrF4D5xEJn8bSEQeJKXF0e3NcfgBbrVqwPlO5sr/6Lrjx8tbWT3mf//ijSnGKi9YG2oLgH+M/9psKuIQ/BSaGMKirrwZdPFAPqBWic5QnCi5mjHsTZsyEypWNbwBfCoYdTmPSpp0luqWLwwTBX2+dOur/PafUpw0dmcBvFVU6345ijjNBRt9s/j3xfYZM9kZSX3IJZHhTD555pvjzeDwwehRcc7V3PBOkpcH48co1PXhwmS9FECIV48tWLkKltRTkblRwyAYAM7SW4KmIxAn8B5j0Gdw4HMjPuy0oZhlmc8DNFozAl81lIejrvfRCyJkFPSPs/3w58AuQbIPhTlgUB62zoamPYzXgDSAvJu+qK+Hb72D3bqhXr/h0NU3Ln/0G8X0kCBFN1JSt7ATciHIRg8rhrYb6UH8DzJVydhHLdqBuTbhx+D+z3y98zCZ9rZdG0mzZV65wSWj4Xz8Oen24WvXAWxOGkwaoymcd3WqmvjYbnH6+Mkyogh95fDdVPTZs6F+An38O2rSA++5V4isCLJRDjBdhB9AY5SJOtUFv7+tzvL7OrhLBHHEcA36xwlfAqJsLVZ3yd8tUcL1UrzrLelHcWm6OycRRiwUPKusur43i9S1Sqdi7o1/tDGp9+OgRIkqF9wOHUUs2/9KgrwfqAvcCrYq5WXFAQus4xgwdBmfO+D4mM1P1G87KgmWLYMNmeOsd3S9BEKKFMBWpDZAR3vShHGCBC2rboIPTUJOEIuwGJgKaC5Yvh06deGHZ+hJnkgUrRxVXZ9kIl7W/XGENSLeYGdOkgV+7/L03qEpZz78M/XtCtyzjP5FuYDzQNg6uzM6/TTcBVUp+e2adbA57ciDRR8mvM2fgxRfghRdh4AXw+0xISoSp3+tnvyBEGcbPhH3hAEYBo52qmG55QUOts0YqS8wwvQJ8+JEKpuncGUymEmd9RStH6VVnORiKc3/7qnYF3txgl7vYWbqv906aN4vuT4xRBSsCsSfHgt0eDydLd226YgHuAPpnl+79FeCrqVMhxxtppmmqeprJBMnJKtiqcWO4zVu048OP4IIL9LBcEKISo++7/dPAaAMM4FnvYyMruD2QbYNROaoq0e+oCkb1DbDLCcwBlnhg03Jo3rzQ7jSrheou38sGLjgrSEmX2WMQFA28ynN/5/HCzv3Eezxo+M4HLm6WnvfaCzv3UycjE8eA7vk7O7aDH3+BFi2Ktaf6yVO4j50MX73okqhZhvfmZSPFxSnXc5/esGJl/v5bboH/vKC2ZQ1YECJ0JlzeGfYo7PbA4Rw1M9kHLAH71DCX7NNQBVQmO+DvCvDWm2cJ8D/H+cEMZ4mXXnWWA8Wf+3vc1j2F1qaLCwHMm6X7mlHn5Rk7kr3XdC/wJJCxB1q2hLffzh9o927uW7G2kD1JF/eGSibVPCHaua3AdkJCvgC/+CLs3ZsvwIIgACLCkUNejYu0NPB4Z4lXgeknE5bP1J8p94RT1fANBxrwhwU+BzpdBAcPwz2+mzJUdfsPnvM1u82rUnXUYkHznirTHLooeH9u7mpud1BR0W9v2XVWQNnnm3by9pZd6oDt26F2nFo7tQA3u1UJ13vvVe5YkwlSUrh81HV4PB40TePt7/8HgLtfjAQg1gbGAhcWeO311+Gxx1SqkiAIhYhcd3R5YhkqIAZg/Xp46VW4H+J/ctDUVJ8Px41l/M/TmPDLD3AaCGXskgYcAes3VlyV68O+BVC3+BmqP/eyB4qd3SZo2j+zz7y1Vzh75lxWAm3SUBxm4K6Dx86aLZuBOw8eY3HFZKYMGQKPV4GZaTDA68XogSq/OB1oBnSGkz+cpva1F1GnWnW2nNgD9xDav2k4cIFpmQnrMQvONS6oUoF/koaHDTPUNEGIZIwv1iHALxZY7oYtW6BZM/VavIlWjZrz57hPsVqtmPp2Vq8/E0I7dqEin4GGQ69m95dfBNS1xlexCw/wXu1q3NMsxed7di5d51MYdznspWuCEKR9GWYzmWaT37XsYPnH7pMnoXlj6HMcWhf3BpRGtSJ6b4V3A8momf98YC5cM+ACvv50grpxy86GI0dUrrAglDcCLNYRrR//2OEvlABv21a4Q0yWRptfZpOz+xCWPHevvtpUmI1gmWpm1A03sG/0zfza97yA31owOCnQNn7hjJD2Zx+gW6Wsf+yuVInzXh3H8rtHk9Mo1/86b0qZT2kcLkj4No7MTWdHUI8Yfgtf57md4+NFgAWhBESEjeIw8L7aTGzQgEEPPMzXv/6av3/UKL5uUAeLw8G4rXvUa64Q2KEB64Ffbbjfe5fxpexUM6Vm1aDcyOGOkC7OvjxxTrNYqOZ2l6qBQ0G7X6tah55ZHtiLckFHG6fBttRK3E47Oaec5GY4VaCZBfX/sgbqZFZjG/sKvS1n1hJuauOrpqUgCP4Qd7RRPJO/efC3P7j6kXtZuG7tP69ds2sfXzcssJ5asBXctUBLlM93L6raWLD51B5UkNdGC+yqDa+8AUOHBjlI6YnEGtNvb9nlc923JArZvXo1iX16kdMmF9cF7ujKc88G01ugZcJtV1zJ6AuHcOzUSS559D7MVjOaW6Pg98X0//yXVVs20bRufa7pN5CD8Q5SerQ38AIEIYII0B0tImwUz6iHGV98x8C6DTh8PI2Dacc4fjqd3m3bsy8xofDaaNF+rD1RzS8ALga6BnDOA6gZeF3gcxukeyuD7NtXYvBVKBh2OC0oF3ao7WhYTNnNgnhQudFVXe7Cdns80L4N1P4bupc4TGRxChK+iiPzYDaHpv5GzSqF/w47DuyjaoVK2G1W1m7bwtGTJ7ika0+s1nxnmgb8XjGJi9q1QBDKPSLCEcwW4Eu1mTFjIQkOx1mHeABLn075L3TpXLjoQUHqmOCA9+94GVB0MnII+KDIaw8/CB07q7SRnj2DvoRYoTQdlM762+zcCWPugaZNYfpHcH1m4Ml/GqoWd/UgjNabNIibZOeJq0fxxPWjMBW94QsCDTAX/N0IQnlFArMilHneH8A9dzl74hyBrY2e31eJcP268PKrcM01qjvNnDnQv786ZkB/mD5bBf1kAjNscNIE6blQqyaMewv69IGvpsC9Y86eXZdDStNBqdDfJjMTRg6H+QvV88sIXIBdwHdW+NsFA23Qw4CapScg4cs4/jt6DHcMGYoT9aUg/xmCEB5EhEPBRlSlqVqoVo0FvpQTd8Xzwj130rVlG9JsVsam1vW5NnpWfq3m3b9rT37vVYDzCkQxN28Os2bD98Ae4I7R0K8/dOkCDQrUAR1zny6XGQsEG439z99mwwaYNQs+/hCObldVsk4AqUEMlo4SYIBMK2EvHL4R+BoeHjWc24YMxYVawvYQXUvZghDNiAjrzQZUH+Q8fsnfNMWbyMjKokalKrRrfQ4jC3TnKXFt9JXX1E9RbLb8GrxLlsC770GdDnDDhVIiMAA8FD9xLbhYszvvbzN3Jtw2EmqZIcEFo3NVfe/iugzl9XKoUOC1ysBFZqjugcZZ6rUjwCfARaiUtFCp4Snga7jl0it4ariKiNfryyCvlKcgCCUja8J6UyD1yB9bvp/B0907nvVFFSmBSuUJ9/yVAXmPCxUfqVEFBpwAH2W0ARUAtxFVyMKJqoY1Mw6OZ8NwoFGR4zXgL0hensDpvZmFdtk7W8nt44KkIC6qJJyQMDGOJweP5rFhN+k4sCIUBVcEIeoIcE1YakfrTU2gef705YYLLsY9ZxnavBX/vPZE2xY+Bbisje6La9cn+CbNEthUM6885bDDaVC1sv9PThrwvzhS6l5L5SUVGBU3BNtUC5zOBYdVteksSCYkTImj4swkptz5H1yzl6LNW4E2bwV7v/6JuvtrEDfZDllluMgi2Oda6ZPagUevG6HfoAUIZUtKQYg1RIRDweb8Uoh3Xj4Us3cNV5u3gsPfz+CVI2c3ji2u0X1JDDucxpFFa/hi084yiXi5JIgIJDPq70RKivJ4FMUD/JRIh4ef5K+7HuH4tNl88tCT3H7pUHB64FKXSg/L4wgkTIhj5DmXcnTqTAZ174WlwE1BvRo12f7FNEb1GkL8eAcsQUW6l4UdkLgpgckPP1umKOjiCFXBFUGIRUSE9aaAd79D8xZ0a3VOod01KlfxOVMobRnHvBl0ddfZlZ4CFfFYpiTvQNUga0c3yMmFeYtUI42ibAPiavLN+ZcUuqF6696HuGHgxfAtKmpdA9tcG/ZPbLx8/T28c88j2Ky+V2RNJhPv3vMoUx74D9cxkApfJWJaWUrx9EDirHjGj3mCqhUrlW6Mkk8RspaUghCLSGCWXuSivpin26CiE07B0g8m+Zxt+JoplLaMY0kpNnq4BqN1rbpoDnCedwDy60kH22FpyYk0yM4BXyWRNyTCfY+S4jy7vujksc+x/eg+lry+Hs4xU/toVZZ8MYE61QJLEL6sVx8u69WHv3fvpPuYUZwyn1H54MHo8UZISarNlb3PD+JNwRMN/xuCECnITFgPngHS+R+4AAAgAElEQVReAD40wx4nNLXC6BGMaNko4Ob1pW10X5LIFhTx0qwZ67FWbRSBuPjHptbFX2hi0dczzGaGfzcJOppV96Oi7HTD4MF+b5yG9rxA5Qav8TDhvx8WK8Ae7/mL2tCyYSrz//sh9VbWIO5LOxz0O8RZJK1M4LkbbguZGxpUJTFBEAJHRLgsuIHF3u3Bg+HOe9X2oWrw4qv/NK/f5bDjQUWN+quNHMyxBSluplxQxEsrpv6EbNKmnREvxIG4+KfUrMoxP8FZxywWdtptzF27isl/ruKWZg3ZAWD343lwuuHoUR5PqePzhmrF2Mfg5pvhl5/5pG/Ps47xeH92Oezc0CKV3Q67z4nuuU2asemTb3mi9yjiPrdjmW3JT4HyRw6c2ZXJhZ1DW08z2eWO+P8LQYgkJEWptOSgZr7HvV/I2dmQmwvLl0O/fv9Uowq1K9dX2UUNJSBjmubnIZe2f29xKTxGN1woiUCv2V8/5GedGTx3QV/1wmWXwrQfYO5c9fdtHw+XFQlZXmGDOUD/flw97qP/Z++845uq3gb+zeii0EIHBZlVlspSUVFEcIEIKo5XrTLELYiK+4eKuHCiIu4BsgTBCSiCirKU5QBFCigty1JoC5SOJE1y3z9O0mbd7NVyvp8P5OaOc06am/uc5znP4MUDh2lrNNXGIrt+/77uDX/Cp/4u3MlLC2bz0TeL4AygP57LJ5pA96KW3fMWe9TA7U+BcOjIMkRJIkGGKEWcmQgB3P9cKCyEpCRo0kSkkHQQwJE25XrSoG/okkvzc05xeqAH6/jlTdOOd8cvTyZ+K+IzO5rj5+ZkMj0nA0f9Vgv02rylbsek5wHIO6k7fyxdRdJWC6wDHEvqnl4D99XAzp9YcMOVrK0sZ/7yZcxesgjFYnH7/ufmZJLbuzu6fr0Yn9uKSQX7nJYK/PEyPqn98Ux/cAKvjbmf1oXNSX4nEX5EjM3xAyVCYmoCpeVHVNsKl5FahihJJP4jNeFAsQALEiC/RhQ/2LNH9dRgtc9IEOxYfBU4cCtmEGc4apvgPOus1GqZnpPBkLJyjxWUVm76jX733A6NU6DsCHll5bV/i5nffc0bi+bzV/FOqm8xQILDhVbQL0lC+b2GRm2TMRw0MXrg1bx21/1A3VqvXfsFPKYunZ6TwajisoByWy//bQMfLVvM/OXfQUcwXlxTlzTkWaheuppkl4IhCuHNFS01YYkEqQlHjEkIAdw0HX7+2eupwWqfkSBYxy+7pu3u7yuIVkxoqIlINLjf7KlWK6OLSmivUsKwY2tbvu0JT0BCgtP6+IiLBrNuykec1qoz2u9cWtaCebARy2NWjo6oomakmSmfzmPd3385jcWuGU/ZsdvjuvuQsnInK4c/0+XzTz2dmY88yYEvljGy4xChGW8D8qF582a1AtixvXAKYAUZoiSRBIIUwoHwF0ITvugiOHQY2rRRPXXq9kLVh1sskhkE6/hlv3ZEl1xVIR7pTF3BmvUdr1P7Lrz9AFpmZmH6cT15I24B3CdPGo2GF24ai3W9VdwXamQB10Dv0aP44df1TodSrVayLJ4vbms0MTcnk8UZaWgITFimpTbm3XvHs+y5N0j8Uk/CUj0v3XIvClCu0YRd+7Vj0Gji1kdAIolHpDnaX0qANxDlA81qeqEgr7iUOfkFHh9yCnBDl9x6+aDy5EgEnk2p4XTYCtaUrnZdoNjNx1Y8B9Zr+p8ONwFtPRx0ZBPwBax9azqndeqCXiVBh2O/FkQNh1AE5pMz32PitPfZtGwV3RKTxZhDaM8b8b48IZFEDT/N0VII+8tnOvjTAqtWwTnneD3V28M/UkXPY5VQIxrr3mpewr4e+L68i4PRBl2vKVcU0s87A8YiCjX4QL9Sh/5XHelJjfn++TfpenyHgPsMhr8Kd3Jyu9yIxgiDCINOkEJYIpFrwmGlEtijgWnTfApgiP6abywTakRj3VvNfO/LrK923NtaqK8pqQYhaKy21w+/mCcOeCpjuAuSXk5A+4oG+6K6+VwLhntNFB8uo8/dt/joTX2cgdK1/fERF8AgHygSSaDI34wv/gNeAg6bYehQvy7xJhwUCLtwDKX4Q6gEKyADwV+nMte16cUZaR5DlNSEb2FSIiV+ZHzSAtVaLTpF4a3FC0RsrmujFtAv1WGsqMFarpA4OYHG81NgD/At6BUdwwcO8tlXfUMWb5BIAkMKYV/8ans9fBiaNfPrkvG5rTCqaB21lXjCSDi00WCdq9RicRdnpHm+IAj8cSrzZA0YVVzG9JwMp+vUsGvAmWaLX9pwqtXK/B+/47+KA+BiHNH9piPxtQROTjuBFVPeZdb4pyicvZBnB42DD4F18OUzr/DG2IdVxxHveEqp6Y+3vUQicUYWcPBGObAtGf5YC+npfl9mFw5qzlnhNlcHW/zBjj+FDtSYm5PJ2UeOMrqopHZGpwVGFZfxc3qTsK1Lz83J9NqWmjVgSFm509q02hq2Bpz2e1uHte//8LuFVJ1idPsVJfyo56NxE7i63wVobCkxdyclsvbB++C5iZCQQMH2QqwOfzN7n/UBKzCsSy5AvSzsIZHEE1IT9sbfQK9ToUePgC+dm5PJriiYaiH4GGA7oZqzh5SVe4zBjWY2LX+tAZ7+Vp4EruvarycBuWXXTmjvvr+muobL+/RDp9OhBUp1OnJ7d2du8wxIEFk9xnZqz7AuuRzU65zWqCO/ahsaCvBWy6zaSZE941du7+5SAEskQSCFsDf+0EP7TkFf7umBbwBSLZawxtSGEgMMoZuz4yEpib9r065/KzOeBd+23YWcc9coNh49woguuR6FcHbTpnDQYUcVsAwsZitVxrp8lrVxwP36wImdnELcmnmoAx0pQtW0FeDNllmM7dQ+DKORSCQghbB32ukhxVM2fP9wfeAf1OnQaDRkmy1BeTF7W7cNRSsJ1blK7TwrOI01kkk9ArEGOP6t1H4Aqckp7CouopXByPvbd1GhdT/z2j4DSPojUUinPaCdrOGyhHP56tmXyUhzWb6orIRVv0DBP9AomdZXXMo7W3c6WbIdwwUjYZoOVdibgZ/Tm4RjKBKJxIaME/ZGATADSE2FgwdDEsgQWkxtXnEpM/ILnFIU1wAjw5D4w1N+6EASbqhVcnJ86BsQGaaSHO63cCf1CCZW+sjKX0nz4zdgr4TkSOmRw5x863UUHygFLbx0+908cO1wt2sP6nU0f+Up+PxLeAKohsTZCVzT40JmPvQkVquVhAvPom/Pnqx49T3/P3AMkHmhJRI/kck6wsRGYDHwxhswZkxITQWbdALUhUW5RkP6uaeFNC4IPdnH1O2FTs5Z/hLLh7q3zGb+YAGmNE1l0PadLFq+lHuuvI6kRGergFGjYVTn9sw9uQMMPgzH2w9Ao9nJtE5sTpXBwN59Bxg2YBCzxj8VykeKODIjlkTiJ34KYekd7Yvmtterrw65qVC8mJuoTJbU9geKL+9jX3hyzvKHSK4b+5pYTCrYF5KJVgsMrzCQ3TyHE68bAYDBaCQ5Kak2zWWiovD40h+ZW3oYHFONm6GqmYHt3XdDAqQuSuFhWxvxjIwDlkjCi1wT9sUc22tOTshNherFHM8EK0wj9VD3FDc8O7/AaT3a3zGrTXM0QJa5rvjCP3v3kDLwHGYs+5rFP6/i1U9mYzKZ2FLwL8nNk+rKHVoRCWA2g36/DpoBBlEbOJ4xajQszkiLaLEOieRYQ2rCvjADN94YlqbsWlgwZl8rIpG/p/3xgJqWb0dtTThSExBPYVf26Y9jHLQ/KIDJZex2HDXpnUUiJOuWyU9jNlpAAz9v20S3th0wZ5thDSSs01NTbiYlOYk5jz5N3nOPYs6y0Cm3LVoPzl/xRKKicFtRCfZpUyDx5BKJxDNSCPvCit+ZsvwhWLPv2y2zGFNU4vTQV2z744Hxua3cnLPsW44Vl6KV3MGXlptqtfrtgawFLIriNYHHij9+ZeCDY9Hn6jAPtYhZRyXs2LCHbu06YN5iYWB6b66/axAzTu3O/PQcEkxGtGihGDIau2cYi0S5wVDa1ACudgt7PLgUwhJJcEgh7AsFkbIyxthjM+8oKkGHcAp6J45iNv3V8qP1sPalmQdKClCi05GtUvu3Z4fOZDVtSsmuw5AEpAPbQavRMj5vFANP683ZXXtQmJTIyN7dGVtcyshZc9Fl6SATjIU1YRurNyIRk9zOaKJg7WaZMUsiCQIphH3RMgV6xYc36NhO7eNG6HoiVOeucODojOUprMgRNRO/JzS2/yq1WjczN0B648b0OL4jP/y2AZ4HJgJZ8OfWf0hKTCS3ZStaXHkxQyY+DbY47sFHDqNJBwzQJsvd5yDes2fZsaf8lKZpiSRw4nsRKh5IM8GcmRFrPpIJLI41XJ2xtAhBa//nSKVWy9stswhE/8w0W2qTr3gyZXfJbS+04HG2HU1Bq9NQZTAwef4cistKmfPYOM5+932u21/C4g2rONqyCnRQYzF7aDE2KAhLS6B+99FOVSqRNASkEPZFlgWaNIpI07GsA9wQUXPG2p2UyLAuuW5pPcd2as9Il/zN3tidlMjcnEzG57bC5KFK1u+7tsMVCFO0rfPUVilsyN+CxWbGNgw1smHcaDSjbuTLNSugO5AAR6srQ/jk4UWDdwuBFXUBHe1a2hJJfUcm6/CEFZith5027eS99+DWW8PeTSgZtCTuBJsMJa+4lNn5BV5npPZfiQWo0mjcEqdUGQxkXnkBhtEmaFy3P2G5nqZ/NcFoMVF+QaUQumXQaHkyVacYoBHwVQJdmrRi6/sL/Pqcscabc5cZSJDJPCQSmawjKA4AczRg0kG1GZ55RiTbHxGZJArxUPggkoSahStQgkmGkldcyjQfAhjqhI6eugQpldXVfPTtIlpn53DHa8+hzdU6CWCAmn5mDuoOQWvgBNvODKi62lbgYQOwv4Z9VQd8jCB+8PZUkaY1iSQwpBAGqAY2ASt0UG2BP3+HE08Enb9uO8ERah3geCaUGsXB4ilMylcs8qSCfSQH2I9dCJ3/8J1s3PY3icmJGE4xwlkeTtYB/bw09ncCUENlpYHK6mpSQ8xPHm58Obe50hDuXYkkmgQ3ca0CvgQWNJAf3HzgW8CiBasVunaNuACGhp1BK9QaxcEQTEnHYK0OD749hQ1/bcF6v4JhnBH6I5yyAqWPGQZoSG2VzPr8v4MaSySxIKp/eVsHtmOFBnHvSiTRJHAhvEQLr+vgDxArQPUcBVEt6eGHofwoeHC4iRSh1gGOZ2Jlag+0pGNpEJOtL1f9xMufzEYZinv2ikDpoMDZCkePNzD9lx9DbMwzoWQXTwAq9Tp0/Xqxy4uWawXeapnVIO5diSSaBG6O3gi00sHpFugaL0kTQ2C77XXSJIhB2sB4iK2NBPXB1J5XXEpTleQbjrg6Ih2XnU1yWmMMe6qge5h+A92tfPzmArRHK3n59nvIatrU6+n+mont4VmhrDvZJ06ezP0KIonJPR3bNsj7WCKJNIFLnWuscJMJulF/sgl4wgisAOYCr70WEwHckKkPpvZJBfuc6jOrYUXYfBTb6/rz+mF4930wNvZ+oSN/IBJ47FY5ngHKJQozlizm9DEjakOa1PD3p6chdMcP+8TJbrmxh3RJASyRhE7gkid+nqHBUwXMagRHusMTE+Duu2M9ogZHfTC1+2sa1yLCbrT9epHQr5fIWnbkCFiN/ne22+Zw9Ym6+dt6mgKPwn5dGcNenOC1uUCEcChYgcUZIq/11O2FzMovIMtsQWNrO9tikbHtEkkIHFtxwlXAeuCvZBh6Hbw3ze814GiH20gCJ9DvSC2u2BUF0LrGvm7ZAqefCpeboIsfjewFPtPCZVbI9XGuARKnJvDtM6/T/xTRbyyNTpVaLaubNGLAkQrVccjYdonEBT/jhI8NG2wNMEsPLwIbGsHU6fDuhwEJYJnZKr4J5DuypwoNSbCdfDJMfQu2NPHv/NbAPX4IYIBkMJ1Xw/0fvBYXKz6pVqtXAQwNJ7ZdIok2x4YQPgj8a4Yvv4SKSrjuuoDWgGMRbiMJDH+/I3tyjvZGU+gCzmxGlxihCIEesO2/Xaz7+6+4EMS+sIKclEokQXBsCGH7JH3GjKAub+iZrRoC/n5HU3bsDjg5R4laGNM7b2OxVAfYmp8kQNUhA5/8+B0QWphRNNCDtA5JJEHQcIWwAlQCszTweSM4rx98+GFQTamF1cRTuM2xjr/fUZYfIUmOKMAnzZt5PmgohwimSU44Sc/biz4FYrsmbNRo8OevJq1DEkngNAwhXA3st20bgTXAR3p4CahpDet+heU/QTOVh6kP6kO4zbFOpL4jDTCkrNz9wNatUFQELUJq3ivWZlZO73RS5DrwgQIc1Oso12r9DnOS1iGJJDAaRu7oFzztNMOBA5CdHXLzdg9b6R0dv/j7HZXodWSbA9OGawVLQYHwJWjbFkbfCmeYxFKHvXhxmLF0sbL+4y3M//E7rjnvovB34AUFWJbemIt7dsGyYqPf10nrkEQSGPU/RGlOCuyohsWL4Y8/4LHHIDkZ1q6FHj1iPTpJnJFXXMqM/AK/knTYqQ2/sXvT9zoFNv4uKiZVAEOBnuEfKwD5wDw4tGg5TZv46YkdBsq1WtL7ngqol9x0zSRWqdXGXSy4RBIzGnyIUiWwECGAN2yAwYPh0UdF6cHqaimAJR6Zm5PJyC65+Jts0orQhAvWbiYpwyZctL+L1wrbSe3DO0Yn2ogXgymAxCAhYtRoxDrwio0UrN3M4ow0N1O/qwBWwK91Y4lE4kz9E8KHgO8Q672/2fZ1cciWEIXqR5L6jTdNzb4Oas+5bLc0tzea2PKmzbFvPXDC8WK7EZAWwcGmipfhk56IYCd1KIBWUci2WGo/9+iiElKsVszUpfB0nd5rgDSrVXpISyQBUr+EcDnwrk44Xl12KaxcCYoCjQPI4SuRgKombAGa9zmF3UmJbj+OE1q2YuusTzn/0y/gn3/hiy8gu3FUfkUHjxyKfCcIYepqqrdPROwOJN6mudJDWiIJjPolhD9PhlN7QWUlfPkV9O0b6xFJ6ilqN759v5qXb5c27fiwlU0LHjwYdlXAApXGjgLzGsOOEAYKkAib/gm1kfDgzwNDekhLJP4TuhCuAN4n9AeNL8xAoQG+WAiNGkW17q+k4eErrtibl2+tkEmw6YxbVE60AvkVUBbiEkmcyTRfvzzpIS2R+E/gQnixRpRkW4d4yLwM7APmIMzFkcL+HMvJiWAnkmMFX3HF43NbqZqsnYTM8a3gGpUT04HxwJnhcVkymuJMGntAxs9LJIERuBDeaAtpWgI85bD/OI0I2YgUGuoedgZDBDuSHAv4KrU4NyeTt1pmuQliNyFTVQ0tvXQUqlJoAW1L8TN96L3XQ2wsctgd2mSIkkQSGIEn6ygsFEkwLjgPjlbCicCVQEIUstv+lgIvPinigCWSEJmbk+lVYIzt1J6f05uoJwAxm6H0CEQyfFcH1n5WmAc790XX4ck1DEntnF0yeY1EEjSBC+F27cS/6TPg6qsjGyPpShMNZMofuiR6eBXUW7dCVgroKzwfDxfzxMvQc/pHth8HFIdXX4JYCmCJJHiCd8w64QTxugThmBVJ1iLWoX+vgptvjnBnEomfTJ4M5VWR7aOsbvOyPudGti8HNA7/fJ0nQ5IkkuAJXgj37FnnHXpZmEajRkGE25dI/CSvuJSCtZup/v4XOv6yCvr4m3srSGzLwKOHXk120+AKkEQaGZIkkQRPaAUc0tOhpCSilWQASNEDZrhiKFRH2PQnkaiQV1zK+9t3kWq1MuCJcew17IMzotP3XVeouWDHHhmSJJEET/Ca8GWXCQF8A5GvxZSkh/79RHjSku8i3JmkoWPXZu25kf1NszipYB+pVitms5nvfl5H9eXGyN775rrN9NT4zAqngAxJkkhCIDghrCiwaJHYzg3jaNToY4CfVsA770JmUxh3N3z2Gfz3XxQ6lzQk7Npse6OpNjeyv/mO7WbXsqPl6PRakTc6kvwjXi4+8yyOywq9JKdEIok/ghPCO2zpsW4mOhWJ04D/AXcAZx+BD94Rntm3jIxC55KGhF2bdcTffMd2s+uKTb+R0joZUiIyRMFOar2iT+9yUgQ7ckZBPa+2J6RjlkQSGsEJ4XFjRQaraPqJJCHWnnsB99UIobzke5g/P4qDEARrzpTEHjUnIn+ci+xZtgqK9mHONPs8PyiswB/AzLpd/7v+xsj05YIClOh0AT8UpGOWRBI8QWTM2gjfLBNaaayWqbQIoTwAuPZaWLEial2HYs6UxB5fOaPteJpo2bNsPfzuGxiSIyR4dgFfis2khEQ2T5tLSlLkk9MowJsts8i0BJdiU97/EklwaBTF/0xXGo1God/ZkPIz9I7gqPxFAaYAh4EjRyAtkoVdBQfW/E622f1BVZiUSG7v7hHvX+KZvOJS9cxWLufZPZztVGq1TM/JYEhZOW2NJkr1OpqYLTiKvkqtVqRkLDsAJ50EtwCtI/BB5gN/i03L8nVotZEvdKYAN3TJZW5OJgVrN9M+CM1W3v8SiQsaDYqi+Kw0FPgvfMXPkBXUkMKPBrgX6JkEbVrB/eNEKsEQ8GZqzisuJcuDAAZpkoslgVgnPOWMnp6Twajistrrs10EMDisG79vy0wTYmEkVWwC+KNHnoiaAD6q0TA7v4ADa34nw1RDMAlo5f0vkQRH4JqwIxMRFZRaEtvKxFbgL+A7PQy7GSa/CimBe82oaUn2pPTetIR41gT81RLrK2rfi6/vxP53aWc0+cwMBWC2WskadhlHUotFaF6Y0WzSoHyhMP3hCVx3/gCSk5LC30mEiOf7XyKJCRHThG+/vW57IiJl5VNAccAthQ8t0B242QxvvyvqDd9yS8DN+PKcVZvtx3Os5LGwhu2vs5WjlePA6t+Zvq2Q9n4KYEVRuG3yMxish+DaMAzaA5ofxeuNgy6tVwJYli+USIIncCE8Y4bn/W8D4SmbGjxNgSGIyk4ffgjffBPQ5b4e5mpOPSU6XdxqlqGE5NQX/HG2cp2MZFssJAVgBbpp8lPMXP4NxhtMEQnL02zSYD0chUpkYUQBDupk+UKJJBQCF8KOtXzPAe4Tm7q2OqgJz6BCohdCU+mRAtu2BXSpr4e5WiH4ezq2DWakUSHYkJz6FIal9r04ameeJiP+sufAfuYs+xbLnZaIlS3UHhL6+KRbR0emgzBjD2e6p2NbKYAlkhAIbiX3QWACcCEikcZEsNxkwc2bJZZ0qYZnn4Qa/2cGvh7mvgrBxyP+huQ4EqwJO1aC25/vJRTHoUc/fBtLtlXc6xHC8pOYICTqEyLXSRjRIKwJDW1pQyKJNoE7Zv0PEaNbH5gIzJwJw4f7fUlDc2Ly5WzmiWAcnYLpJ5oEEnqzdP0vlJQf5oYLB2E0mUge0AfygM4RHOAq4AdI0Osxff9LBDvyjj/1g12RTlkSiQci5phVXwQwwNnAKy8GdMncnExye3dH168Xub27x4UACQVvWqKa5hqMCTve1549WTkMwEG9zi0k5+KH7mby/DkAfPzDUlJaJkVGANcAGwCHVZPJo++NQEf+E6gABhmeJJGEQuCa8MTIDSbsHAXe0MPKNXBGdGrO1RdN2pvmOqlgn09N2PVztrWZrl2xArp+vSL0KQJD7btx1ZK37irg+JatSEpMpOfo69nUdQeEMX2z5hcNylIFbYIWxayg1+uoqRHx7e1btqRg7sLwdRYFpCYskXggYppwfaIJcKYCz0yMSnf1KRzIm+bqa23c0+dUI25qzSoKcwf0I/e8M9ysHK6f98R2uSQlinEXlZZAOAsYWUFZKia+79z7CNYf17P/86W1h/U6HUerKsPYYWSR4UkSSWg0bCEMcKoFvvtepLWMMPFuknXEm8nZl6OTp8+pxb36Tlw9oJ95GjZvgeYZbofsn7dco3EzTR8oPhScjVaNAvHy1C23c8vgKyjXaGjaJI1NH34MwD9797Lv4MEwdhg5LBA3a/4SSX0lGoUIY0tTIMsKd42BWbMj2lUoFXqize6kRI8arF1znZuTqfpw9fZ5Cm2m6bgyxT/zJEyYKGpfnz/A4yn2cX6UX4Bddz9wqExshMvrPx9RnvCF55nw0MNMsO0uWLuZ7id0xPrjeqqNRholx1OYgTpaYE5+ATPzC3inZRZjO7WP9ZAkknpHcEI4GBfKcGNFPNT+1MFWCwwHTlA59wwL/LQcFAU0kRu4L8EWT4zPbeVxTdgfzdXb54y7tcG9e+HxiaLgwoJkuOMu1VMnFezD8Zsa/D+bk1S4qoUdEi9Vp/SleO1mFmek1RaNUACNRhNTARzoz9p+rh4YU1QCIAWxRBIggZujJwJPAh+4XGqEoDK/B0sxouLMVgu01HqP4TwRqDkEU16L6JD8SRoRL4QS8xzvn9PR6/vkCy9A10UHRcARA5lj74Q3pni8zlHD/217Phvzt8JNYRzYUkhOSiQlUUxixhSV1K6rx3pOC6GNQQPcYRPEEonEf4I3R+91WAHcBsx1OOZNKw0XLYEHgEQg0UcmpARgqAHuuw/OOhvOPDMiQ3JcM407k6wHvJmcfV0H8fk5Xb2+t2zbDq2oNSmXrt3IiWf2YauHa0v1OrJqzEz7ZiG3vPSMyLwW5mRoBgdBHw+CN5xEqrCURNKQCa6KUmvgIqAdUIrwQp7kcvJ4wJMV1oqIj4xFvPEiHeh6wLpfY9B5bHAMy7EiTB+REJrxEprlGm6k6X86ANo+GqxnKKS8l8SKT77hjMHnO19oMDDgogEsW72KxMYJmPrUwFnhHVviwgReOOsu7v2/68PbcJygANo4CUeTSGJOxEKU0oC9wHSEaXoq7gIY4D0NLAD+ddhXDUwBngu41/Aw0AI7t8CUV2M0gOjiGkqkh4iETsVTaJar09iaNz4AwHqyQuLnCVx57nmc1thl7WLzZjitO8tWr4KLwHRf+AUwgCmjhnysv24AACAASURBVB1Fe8LfcJxQv8pPSCTxQeBCuNzH8f374Y8/oESBLcAsYIMe3kiBF4BmNvveUoRWPAl4NUqGuUTgMiM89igUFkanzxjirWhBOEOn4ik0y3EURyoqGPHCRAAaLUzmqs7n8949jzo7yk37EM7tDR12wBNAHyIXuNcO5q/8nv2lDXPtNB4dECWSeCfwNWFFgSuGwpdfuR9r2xZycsS/d9+F4mKYMAG+NoPWVuewcDcka+AXBewpcrtFcQ7dFjizBgZdCKvXQWbs1zEjha/QqHCFToU7NMuTafvsI0e5o6jEad3RAm6hMY7y02wxc+BQGRnpabw88l5uvHgIVTpdnQPZtm0wbiyMqIasoIYaGK2hPLmCT1cs564rr4lCh9HDCizOiGCFC4mkgRLcnN+TAAZYs6Zu+7bb4PHHRQEFgBEORRRGKKBz0H5TgxpF8Jxjhma7YfBFYDRGufPo4Y9mEg6TcTCVmtTwZNqekV/AmKIS9AhnJvs/e2jM1O2FHvvMTG9K+eIVlH71A6MGXQoaDY2sVmbmF4hrZkyHbjXREcCIQZtONbP4t1VR6jB6aIFRxWVxmR1OIolnghPCo4bDoEFi+++/wWwWGnLr1u7nDh8ujk2fAU1sxViXJYieO9nOWQlUBDWS4NAAF9XAnr8iHrYUSzyFEjmihbCYjMMZsuTJtJ2Auiexa2jM+NxWHsta22NgHYV3s9mzIMsc8BhDIg32H2qYgipes8NJJPFMcEJ42kz45hshXE88EXR+Bifs3AnNs6GwBmoU2E6dFvwysCOo0QSHFuhmhZnToKwsih1HD8dYYDWDvzeTsb/1gcNZZzkYE7bOYayz8ws4rNdRhRC89n+uQvzfvXs4WlwMXQLuLjQyYW/xgQbrxBSP2eEkkngmurmjs7Jgaz48+ywMuhiaNoVK4HFEVqI5RFcjPtMC5btg+vTwt717N9x9F5zaAwyG8LfvJ/bSjLsCNBmreTxP3V7oUTCHqwRkqcqEbs+B/Tw+7W2uefIR/tnr7GFsBaexZpstKFotN3TJ9Rgyc/DwIS5+7G6UcxVICWqYdfxt++cvejAYGq6gks5ZEklgRD939DX/Bz1PgSXfgtamn5gQiTfKie76sBboaoLp74o1bLu5PBzMnQtT3xTb+/dD+/bhazsIAk1TqebxPLqopHbmZhfMQEgxwY6OWK4a65GKCq57bjzL1q4jobUe4y4TmWlNeXvcI4DQciu1WtJUvLM9jevGyRPZnb0fSx8fSV588R8ia5tOC82t/q0tN4aqKgPlFRWkNw5XPsz4QIG4yZomkdQXol9F6YflMHmycNqy2oxyWxG/4DSin0boDAXM++Dll8Pb7s03i7Xz8Y9Au3bhbTsIAjUZq5kVXW+YUNcBXTVuDaJwwqMfvMWoF58k56oBfF+wHuuDVnTpovesjKYogBl4s2UWjVXCsOyf4ahDvvD8XYX88NtGai40h36vZQDNkqFJKhz28xoNoEBKUiyy1USWEp0uLrKmSST1icAzZgVwvkdWrID+/UVi/ebNwVa3lTGEt25rIBQDbwObNkH3OCtAECNcM095wwrogsyUdGDN72SbLbXvl6xbwyUP30tCGx1KMzD3sUCO7eBEeOOeBxl83TCnQhFqY7UXm88rLmXG1p3MWfo197/3Kod7H8V6RphWZfcjktecin9TWivwFNR8/wt6fcMpYqYgJkSygINEYiNiGbMCpbJSJO+w068fvPoqvPACpKXBrFli/5vAPxEfjWdygN6JcMopoKJVHWuMz23lVh9YDW/rgN6cu/KKS8lyEMAAE2e/D+2h5mYL5ittAngbJL8p+khLbeympXvyzlaAVIultr/x709l9AfPUzawHOvpYXSLagH0wv9f0hFIb9q4QQlgEAr+kDJfmXwkEokrkRfCjzwihNuyZXX7xo2DqVOFw9Jwh/jhvTFMaX+BSQjgadNiN4Y4wl+zord1ZV/pLKfs2O1kEa4yGFj/5xboC1Qh0qJ+D8yFiVfcxidPTGL4gEvchL7d1H5Qp6v1OtYgHLQ+2rqTNg/cz1s/LKD6RiN0JraVEw5Dm5Y5vs+rh0jPaIkkcCI/Hb/9dnjjDUhPr9s3fLgwS+/eXbdPB/SPYeBGAtA1Faqq4qYYQaxRqxtsxr9CEN7SWc7NySTL4qwFL/p5pRCQuYB9zrYazjz5ZB6+fiRQ5/zj6Tuq1OvItlhQFIWXFsxi1/4iftn2J9vKd1E13BC+usChUAadW8XeRyASSM9oiSRwIi+Eu3bFbR3ZnkXLaAR7EXMLgVcVDzctKmk6/T3eP+WcWuERLg/g+oiaR7W/McCBprNMT20s7oFtwG91+y0elggcx2X/jlKsVopKSxjx4hOs2bmJ6pOMIg74JOKnzt5RyGraNNajCDtWpGe0RBIM0feOVhQ4cgTatIavvoL//hPOWcdFfSTunAaH/9jC598udtp9rGYCCjYJh30dWG0+ZdeYSvTOkvHiM8/mjO4nwxHQJTrcmi53qScNe0/BTu5640W63Hw1Pym/CtPzeUA34kcAA2n7Uhl4Wu9YDyOsKMBbLbOOuUmqRBIOoiuEhw0DrVYk6di7D669Fo47DkwmEXM5G6EBxWppKQVSj0tBq3EXH8fqepc9CcewLrkAzM4v8Jo9y3Ed2JMQdlxDvqdDW4wuf+veHbuh+0mL5X4rjAXaQYuMuod7iU5HW6MJo8nEhvwtTJo9jQ4jr+CUMTfw/v7PKc+rxHyJJfr5yP2kpsxMRpP6VejA2yKR9IqWSEIjei6an38Oc+Z4P+df279S4KIojMkDmlSdMIu6cCyvd9kFqy8TfV5xKTPzCzzeVAqwy2UN2f7qmKhj4Om9ef2zeWJZIhMSMvW1QssA3NOxLUO/WMSYCeMw6kxUtzVhPtMMJwDxHHr7J2i/0mDGwikdO8d6NE54WwWyoj5TV4Bl6Y2lAJZIQiA6Qvjll+HBBz0fewLYCHztsO/sKIxJBUOChhKjc5rJYIsRNBR8OVhBnaBWu6EUcIrttTM3J7O2jYK1m2mRkUlqZjKVGKAEan4z8/icWyl0EOCrl31BSYfDMDCcnzKCHAbdV1om33EvIwcOIc3DJC8WOHqSq6F2TGrAEkl4iI452lUAtwd6aYUA1gCnOxybSExNiea2lTy88puwFCNoKPjjYOVJUDvijyVhfG4rFm78BUt7m3iw5XXueMMV5Ha0adAlJexZvSr6hRdCQPOXBovZyj1X59E0nKlRw4AvP0i147uSEqUAlkjCQOQ14Z073ff1ATKszr/wU+xvYlxfpruVAy+uJvfMbuCyXnmshi6phSo5ClZva+b+WhLmZqSRtPATjJfaajynAgMQ4UpZtsTMKYloelpR2gbwAYLFAnynhZOt0CbINhRI+TWJn955J5wj86dbIDgt11Nbjuce65YhiSScRF4It2jhvs++NDyBOl388jgp7lZpezWbISGhdre/66L2cxuSsPan+IO3mGK/LQkvPo/RUA4tHfadbftXDvwMnGVCSfd4dfixAH9qoDoJ2hiDa6MMtGYNvTqfFNah+eKoRkNZYoLfqUe9UaLXUWlziGsI97NEEk9E3hzdqBF8/DHce6/7sXh0OF7TCB6430kAg/d1UUembi9kdn6Bapao+og/oUqeUkdWarWM6JLr3wN71y545mk4XCMktytpwMVAtAQwQCLwoAWGBimAATbBRb3OROPB4z6SJCoKizPS3L6TQFGAT7KbhaVMpUQicSe6BRxcH0QPAY2Cby4izGoMT70L11/vtNuyYqPHGYtj8YK84lJm5xd4PM9eTKAhE7QFwGSC3qdBsy3QXYGGksvCDMlTEvnllWn0jIFHdGFSIosz0pzKTwaDJ892iUTig7gp4OCIa17mg1Ht3T/aVMB891AqNccix/2TCvap/kGPhThje0xxwBrTzSOh5l/o24AEMMA/0C6nZUwEMEA7o4lrDx4K+UeuoWFYdCSSeCS6QrigwPn9zKj27j/Z7uvYauZWx3VRb4L2WI4z9srsWfD9Qri0OrYpSyNA8r+J3D7wypj1rwG3KlWOBGrTSrVamZlfIAWxRBJGoiuEH37Y+f21Ue3dNwqwpxGc4Z5W0J91UTVBG7O8umVl0e/TX8xmePcdGHs7DK2K70QbQWLRWNl/qCSmY/A2r1EQy+8KwgetCt+CWQ9SI5ZIwkh0hXBqKixeVPf+26j27psDQEUy3HSTx8O+zK2etGUrMcira7FA8+aQmSlqNsdbjWRFgYcegKfug+uqRU3ehoYJ2AY5zeJ3DVWDEKoaRHptRavlzZZZFCYlehXGx2oudYkkEkS/gMPgIXVVldrHmYm2AmjWFHTBZfz3pC0P65Ib/aQGK1fCwYMitOfoUZg8Obr9e2PZUuh2Isx/H/IaqAAGKIKMpDTGXP5/sR6JKq5acqrVypCycnJ7d+eGLrlePauPBR8HiSQaRC93tCvZWfBbCQwhFlMBz1ih8X/FXFpcGrTm6piGMWY0ayZef7a979YtZkNxY/hwOHAQHkXUcG6oJIM+QUdSYpxNNH1gF672e1gtF7j0cZBIwkNsxN/+/XDQtlZWZdtXA7yD5xjRaNEGKsormbh6ff1c8xo7VoSBTZ4MnR08cgcMiN2YHFm6FKqPwkgapgDOB2YlimWNMig+eIiSw4djNpxgggkdhevcnExGeNCIZcYsiSR8xEYIZ2XBe++J7ZcRT4vvgP3EtvarzT736beL+aP/2fDvvzEcTIB88w288YbYnj0bXn9dmP0VRZSPjDWKArfdCAMNkBuF/g5SN8GLBju0sBP41wRvAd/qMJvMfPLjsigOoo4a3OezvoSyJ+EabE1piUTiH9FN1uHK6tXQt2/d+xO0MDyGTkSFwEeQk5VBcUkZvPQSPPBASE3mFZcy5Z/dtaEiJTod93RsG/6H2PbtztpveTnEU7GABfNh9I0wJgqhSCZgEnC5Dk5RD9EJKz8kwKqauvcdEHHCbVpQMHNhVDJm2X+Zu5ISSTVbyLa4f3bX0oT2X5tMRymRhBk/k3XEbk0YYOHCuu27gKwYe/G2Bc0lGkoOHYES4PzzQ2our7iU6dsKSXKYuGRbLEzLF/HSYX3gdeokBHGnTsIpK0oCWC1Lluvk44LXX+PHE4zRiQVOBEYDzaIkgAHOr4HOwAe29/+Il70HDjBr2TeMGDg4ot3ba/te3FOUl7Ks2OjxPA1CQ9YiBa9EEg/EVhPudw6sXFP3/nack/fHitWQ/Fc2hqIDbocCSc1YsHazagL9hpDG0rWoBQiT5vScDO4sKnFaWfhq9QqGvTuBipuqGlxSDicsQBFwUAfFwD4F9lgx/7AWXZBe955QHF493Yfe7j0Q35M0K0skESQu01a68sF06NSx7n28hKtUgCGnudtuu9DxtziDtzCOhhDioVbUYrSLAAY475TTyNFlkLCqIXpkOaADWiPM4Bdb4CYr+jQdHy75Kqzd2H/Zw7rkusWs5xWXkmqxyFhfiaQeEFshrNXWZXVK1caNhpR8MAnO6e+2399KSna8hXHU+xAPs5nF8+bQ87br6X//7VRU1XlBefoaK6qraZrUhJrlNWCI3jBjjhnM5RZuf/k5Vvzxa1ib1oDbvWefKGabLfiq0N0QJoISSX0ndkJ45kzo0AFKSuEi4Ib4yeqk7LfC7be77Vd7aKntH5/bCqMHhxwDMUpjGShmMxiNIuPWoUOwZ4/Yv3kzDBnE2Ckvsil9Byt+/Y3rnnm09jJPQrjT8Cv5ddtW9RPqC2bEF7gXWAAc9XHub6BpKj5w/3vvCPtwXO89TxNFtT93vZ8ISiQNgOg6Zs2ZA4MHw5xZcNfdcCowmNiGJbmyE4yVNdC1q9shtcL1ag8zu4kwKt7RdqxWkbYyIXiz78U//IT+uedZ/MNS9ZO6Ag8j7qANcLS6EgBFUZw8ge9761WmfvYJZkdP3XqcJzppbiLGfx3ugS3AZYh72ZFKaDQ/mdOzT+L8K3rRLqclTRtHxlkuzyG5jNqEUMFZGMtYX4kkPoieEH7hBXjkEaFhfvGF2Peb7d9owH0JNvrYtBxdagoWDxrs+NxWHh2RvD3MoppBq6xM5It25McfoX9/t1M9OpilNaLdyOF8u+AzcdI1QBOEg1FnRDxLMZABZCE0wmfFqROG34qm/+kAVCxZibHGxJTP5/Hq/I/FCVogj+jECEcQ478mLu/Tj5Wbf6Ng7kKaDjkPFuIshKuh0exkbj/3Cl6+/V60EYzT1iK0X/s9pjZRLNHrqNTpAq/1LJFIIkr0vKMPHICXXxbC+JNPIC+v7tgwRFxlrPkK+N22rfI5gy5cHymqq0Xik41rYfY8sU9LbQDoOdM+YnX3rvD0BPjtN9qddQ63ZrWmiV7Pv//t4ePlSzHV1JDeLI19B0pIzNFhuMQAOX70fRB4089xTrS9WhCCvCX1zyy9G7CVxFZ+2kBRaQnHXTVI7HiC2s+T8lUS1x53EdMemBCV+GAroOvXC/DusT6krJy2RlNtrHBc3L8SSUPFT+/o6IcoOWZwuh7xMG5MfDyQn0WkGuraFf78M+LdhSTQd+yA4cNg3XrISYQmJqhOgU5WYV04YkSj09D5+Hb8u2svNX0t0FaBfZB4VI/GqsWYYoJGiH9NgWyCMxXnAzb5rzlNg/Krwz0yGKEl6oDDwGu2/VcAPYLoK1ZsBBaLza0zFlBy5DB9775V7JhAnXdFGTT+qBFF85bQuFGjgLtxNRv7g2u4m+t9tTgjjVHFZW5rxSBDlSSSiBG3yTqmTq3b7hT13r1jRZT+i5IAdtRY7OFO4J7Ew/GhWqrXgQKT35nCC+vWw2lAZxN8DFANzRvDSQpsVVAOm8jX7IERFhE2A9AOTOFO0H08cCPQHhQUuFTlvA16SNaDwQDbNdBViS9/AG/8IF6+evZlWmRkcuLI/4NU4Fac3RsL4KLTzwhaAFsI7EfpuhziaWLnyVnLjt27XwphiSQ2RN87ev7cqHfpF/mIJ+C4cVHpzt9wJ9fY5GxbOsLHh92MXq+DAUBHhFXhfuDyChhYCfea4F5gsIMAjhSJQHt/TtTCiOtFTu7KVrApssMKGgVRhGEDsBb4u+5QVtNmNLvUlkltJMKC4EgNJOmC8zq21/f1d4gHdTonLVYtjt1XKJIMVZJIYkd0NWGDAdasFduXRbVn71gQ5tSJE+GJJ6LSpb/hTp6E9fQli3jq4/dJ6KbHnGTzOvZkVXAVELGkGvhXCz31UFMDhmqIR+WrGFIXJZNUlcgJx7Wm2mDkr3/qCnn0GXOz2OiPZ2fCdPjzj38iNjwFkRva09KF2sTOnqZSDRmqJJHEjugK4XfeEa/H4x7SEUk+1UGuFU5TWc/ea3u9++6oDcnfcCdHoVx65DAjX3qSb35eg3KtEh/ObP6yuBEMuhqqDNCrJ5xvgnaxHpQ7qV+m8PSVt3PPVXm1Xs0lhw+TPfSi2nMG9zmHHw6vx4CHidR/0CbbH6+2wPG1fqs2sdParlVbE5ahShJJ7Ii8OXrvXlHj9r336ky9OxHaZzSwAH9ZYJECX+vBiChxtwnh7ToRmA5cNgSaNYvSoES4kz91Wh2F8nn33cHXq1ejPKCIkKH6sp5aCmypgqID8NFMSDTCqTFKzqIAZcB6hLnZMdlGGVQWVdO32ylOYUVZTetMCp8//SJfr1mNoY+DwCsC1oHmTQ2sgvuH3hD2IftTQlBNo91tu9ZejtAMsiyhRBInRNY7+sgRaOrFJjrR/6Z88osOWlugjcO+VdQ61Hjl6qtF2FSU6+764x2dV1zKnPwChj3zOB9//238FLkIhK3AJ0BuAnSogRMRscaeKEKswa5CxBSPDO9QEn9IQP+bjnO69yAttTGLf1mF4QoTdIDkGYl0S+7Aty+8TkZautN1P/y6nlcWfMxnT75AysBz6sLq1oB2uQarRSEpIYGFk15hwOm9wzpmBfVCDY6ohSdJQSuRxIC48I5O8hLvcj1CSw1WmzuAeGAfB3wNFFpgEM5CuMKPdlIbwdy5IQvgYMKN/EnkMbdJCnP7ny68doZT/wQwCAEMcG0NJHs5rwR41+F9QZjHsQVMq2rYPu8z2rVoyX1vvYKh0gSzgYlg2l9DuzNbuglggAtOO4MLTjsDg9EodhyChJ/0NPojmWlPPM6V54ZW9tIbGtu/9kYT07cVAp7LYNr3xVUcu0Qi8Urk44SnTlVfaz0JkZUpEFYiYnlXeTh2PpAOrAP+c9g/ZDAs/lpsjxkN334Lf2yClBQIQ3m5iGkga9fCZUNIaHSEmhvMwgu5PjI1AZppYZjR+3kTxcu79/+P2yc/B9civscLwjCGYkhYpqfmXzOGZWtISkwUGb7aIuKVTwPd91osq61ULFlJakqKx2bOf/AOftzwK1wIiav07Jn3Nc2bqan1keGgXkfzPqdEpO24S0YjkdRXYl7KUFGgZ486Abxokfs5f6Ne4sUVC0IAL8ezAMZ27AucBTDUCWCA08+Af/6Fxo3DIoAh8OpKfrFmDZx1FqSVUXNjPRbAAHfWwDU+BLCNs66+Bos+gZSOSUKDXgUcCrH/PZD0USIP9RlByVffkZQo/phJiQm1AhjA0k98h/+VHlRt6n/XjgJAsxzO7NYt6gIYqM1DHm4CLdUpkUhCJ7KLoJs2123fpxJ/Oxmo9NHOEg08jRCy/qD1MvlYvNjPRvwn0OpKPikqgv79xHaeEptsYmaEAxv4P1FSQ4/vScQeIDONXz6aRvFFF1C9w0FoVyKcu1bhPsEy4NPJT7dZy+ghV/HMTXeSmV7no2A01TitTScvTOTM7l054TgRWF1lcK+5eFGvM9kx+3OWvvgG3z/nb87O+kFEJpMSicQrkVkTNhoh2bb4l54GR8rBVAO33Sa8pB2pQJiXPbEDWAYc9FMKDBoEW/+Gwl3q51x9tX9tBUCg1ZW8smgRXHYZ9NDC5UQ3nUoFkIAQdDM8HG8F3EL4JwVGSJinp2bWR+RVGBirJPCk4/EPHLbtjnb/A56zbbcA1KoEHobEfxIYcLWKs5RdgG8Hw58m5s19Fq1Wy4FDZeRcMZAzu5/Mz69Nc/KW7tC6DR1at/HcXhQoCZMFx5WwTyYlEolPQnvE79oF2dlw+LDz/kMO9sPs5nXnugrgk4FH8JxUYh0wB1EkwM7Mmd7H07kzFBQKU3hlJQwYAKc5BCRfcglc42MR+uqrRUiVBy1IDX/Djbzy+++wejWMHS2SQFxuja4AtgAvIwSbJwEMsA+YnSQSb9j5GLGWa/+3I4i+V0JNpZmClicwJ7+AJkDLnKzawx88+Biv3XUftw65ou4ax1suzfZqxXlCVwPJ0xN5cOhwLj7zbKcu9xzYLzYyADPoP9cxftgo2rc8DgBTjWho3eYt7C7eH8SHigwG4J6ObSPStrcQJ4lEEhlCc8yyV4j55RfobdM0TCb44AMYM0a8P/ts+Pln9UZvRmRO0iKKB6wG8vWwz8/8xrt3w6+/wogRsGWLyPs8eDB89ZXQKAEWLBDhUrfcot6OY2EJgIcfhuef928MhODQsno19O0rtts0gc5V0NsSnTQqVoRgrQbKqS1QQPfuXPPNMl7YU+z0eWoqK9DcPYZFK7+jpqsFFLCsFapku5yW7CouEtdPDHAc7wD7wfrj+tqqQ+WVFZw37k5GDhzMPVMnu12SkKinxuT5HklukoiuvZbKxgY67G/Djumfu51TWV1N40HnimpRxWJf9dLVJDt49I+f9ibPzfyII1//SFpq4wA/VHhRgKMaDXd0bh8xRykZ4iSRhJGoVFF643XY8Q9Meb1u3+bN0KOHMD1v2CA0PG+MBD7VQKUiqtE8ZdvfpAkcPQoJGqhx6LNXL9i4se59RQWkpta9nz4dbrpJeGXfdZffn41vvxXmbDs7d0JuhIvfKgqNO5xAxc4CEX50QmS7A4QqZUZUrnoLEerlyLp18PffYlLjMCmxP6AbWSz0HXcrv27dyh2XX0lqYiOevvkONBpNbT3hgIWwPY4YeP3uBxh75bW1h84YM5INW0Ty5uNaZjNiwGVccda5nNqhE3q9mKlUVlfTcdiVPDHqNu6YOJ7Lt+/knI8/4bHXX8RoqmH3gq9pk+2eY3LWsm8YMekJTmjdmukPTaBvd98ex8FUOQrH9d7SVYYT6R0tkYSJmJYy3LcPjjsOHn0UnntO/bzGwN3AJNv7J4AngSuvhM/dtRcADh4UJnA7oZZWtPP44/DMM6LYwV7Aaq3T9COFRkNiegKm22tEOcFIcQRRoKItdXG4t+MckztmDLzp4Gj044/Qv3/t2wNrfie92sCFj4xh1a+/06Fda3bM+KL2+N4DxbS5Zoh4MzGIMRYBWxCWEOCx4Tfx9M13smTdGg5XVNCpdVtO7dQFjUajKsiswFsts2rL9imKQlFpCS2yslHwHJJutVqd1nt9UYMw2gS6KqsAJXod/yXo6V5tDFqQS81UIqknxEU9YYtFCFO1ddj7gCm4e7fqdOJaT8yaBXl5YNOCwiaEHQXuo48KgRwOSkuFReCUU4TWvngx/N//waCLYfOfMA4R2xxu/kOYmr/2daIKv/8OPXsCQjuavXUng8bfzQ9bNqA1afj+hTc5t4dYb1cUBe15Z4jrHiN4U7qVOkuIDeWnDQE1YVbp3pcGaqUuKQaINeM2zVt4PDcYbdYCvN0yi1v3l5IU4j3rWj9YIpHEITGPEwYhTPd5CW9YiefwEkcB3M8WqjPSlr+w/LBoV1HCJ4Bd23n66fC1m5UlzNwtWkCHDnDvvdCqlRDAHQhMAO9DOE79h3rY0I8ITfQ9nAXwiV3E2v38+TDYZnY/5xzo2hXWrxde7I4pRnv0qN2cVLCPr1b/xPI/NpDQUsdjeTc5CeBbXrZNWO4mtLVsrW3sjwbfhJqG6u2XUIOzAF6ybg1tr7m0LjtWGNABY4pKQhbAIL2VJZKGRGTdf3buFGuMjnz1FVx+udjeFm3dWwAAIABJREFU6H6JE64PrHfeqQt9CiefLnB+Hy4ztN05DeBqYIceNpmF8B2KMMf7y8+IcC0QAtauQVuA34GVGkhNgCKXB3SCXiQrGTBAvF8wD75eIrZX22y/Z5zhfI2LKX7n2l+48vGH4DJQVijk79mF0WTitU/nMnv1d/y9byfchXo+aH9QwDkuSf00b9+OhcBq8u5KSqSt0eTU5tdr1wA4OWk5EuzdEa7FDemtLJE0HCIrhOfOhXnz4KSThNeyfe3NaoW0JsKhqtjVM8jGokUi1Gn5crjqKrEvEgIY4O6xkWl3sS1L2ETb+65muELtZC/8ihDAyUlgsGlnGsBE3Xo6CpS7COCSEsi0rR3u3w99z4EJDvWSExEhYvZY7Z+AP4FTekC/82DKFCgu5oJxtiDc7mAptzL3+6W0zc7hhbkz4UJEPLOXNOFeqQJe9HxokEtYEQgPYZ1Go1qWb3pOBqOLSvwy8ZTohd7sKBz3HNjPxJG3cU3/C/1oIfrI0oMSScMismvCiiLClS65RJhgHUlNhaoqSEsTGvOff8J55wmhfa3NO/aqK+HzL8JndlajWRokHRWhKsXF0NxTtfYg2LMH2raFB4FUn2er80YilJggty0U7PbvmttuhXcd4rJ374Z2DgV8x+M5i9V/CE0boFkTOFRX6y+xYwJph1K5us/53Dj0GnqPuk4cCGYd2MP67/hhN3LL4KEcnzcUgPyZC+jctn3tcbtTEtQVKbAirNi7kxJZnJHGkLJy2tnMtY7C1VWDNor1Gqd6EoeOlpNx6QVMunU0/7thVIAfKPJYgOFdcqVTlkRSH4iLKkoaDdx6q/t+RRECGKC8HD76CB54QLxfsqROCL/zLtx2e0SHiKLAYYeisuESwAAfTbf1EUIbCkIAJydz87hH+PDu0bWHLu59Ft+u/UW8ad8Oampgny2v49vvOLfTtm3dUsCjiMxYnjgOobnvA7RHaz2ox117PTnpGdx1xTWkpKTwVsssIdR37RK1mU8L8HM5CODvX3+f87r1QGszgTs6Yzn+6RpZrczKL+DtlllujkmeYlztW6U6HUmKQhPbsRKdjiSrtTbHR237SclcdMaZXHpW39p91UYDC9es5PxTTye7afTqTXsiuoU2JRJJNAhcE4bwhO/kXQP7imDVatixA1q3Fl7EvXtDgpqEiACOSTqGDRPe1+Gi20nw11ahCRtxXjNdj6iXm2E7tgqxtnsHzhnE7ObajRs5fLCKpoPOrRv6TxuorK7m13+20W+sw2Rn7153ywPAHXfAu+/6H0L0ObC5ri9H1hwq5ZwrLhZvHiKwEKsN1DqNWW3tBnI3KcCbLbMY26l97b6CtZs9pg49qNfRyKo4CWcDwnruT5/vLPyMO195nusvvpg5jwTmsOdr/ToYL2u7Z3RecSlTduwmy+bEWKLXcU+HtlJLlkjihYhqwgaDKAMYCnPnu+/r29d9X6TRaETazcJCJ4/gsDD5NRg4EF6yve+JqHmsBb5RueY14CZETC9ACqDTQvv2pFUUsOnDj5mx9GuaNW7C49Pepn+P07js8fuhmQ7SLLALyMkR1+7bB//+y0CjmfHlBi6ZNQNTPz01+JmNbDB1QlhRarNZARzvpKL611wtNoe0s0/uHpSzkga4s6jESQireQxnmS1ufQTiWdC1/Qm0yMnkqj7n1e7zR7juSkoko8ZMmoe1a/vxbcmJDDhSEdDfoK3RRF5xKdPyC5w+R7bZ4rXWsEQiiU8iX0/4WENRYM4c+PJLYf41C4H3zJ1389jbtsxiOpxDs158UZjjHZNG9EIIt5W294MH8XGvvlz/5HiWv/I25993JwA9u3Tkj4QdYPNd86TlJjTSU1NlJrFfAqbz1KplqGBrr3FKI44uWVG7+56pk3n9s3nQB7gogPYc1oKHD7iEmeM9u0T7I+gUqM3qNKlgn0dNONQMV2rY16LVxqbt14u84lKmbyt0CksyajSMsqWeVNPevWG/bdRCsWQMsUQSJ8RFnHBDQCXtZl5xKQVrN2NZsZGCtZsZ+uffcPUVkJEBw4fDZ5/VCmCAlk3SmXLP/QC0aJpJ4byFFPyySQjtBx8EjYbfvxVC7qpzzxfhWysdOvx6Cdc/OR6ASkM1k24Va8N/5O+Afg7n9XTYHghMhJoHzfAQgQtgEKlEgYrqKqfdr382T2wEktlTAc2rdW+nPzwh8PHY0EBtzdtp+QUszkjzWETjaBjCzSqrqxnwyF2s+/svp/1qFRTtXtdzczIZ1bk9hUmJWBECcpRD7udg4n11eM/WJWOIJZL6hdSEvXHRRfD992Lb4XO7OgFVVFXR5BKbJDxVAwWKKESvQxSnOACW5evc0iNaAZ1NY5pUsI92DvGqR44epeml57sN6YUNm7iv0oTVbCbpwrNE+64RVt7UtEDZjyiwAKye+gF9ugmT/U+//8qrCz5m4c8rRREOfyr7bQc+hmkPP86oQZeFaYCCgzod93Rs65T3eHFGGrcUlQRkfvZEWfkRWlx1MW/f+wg3DxYx7oW29scUlbh5XY/q3B7AYw5m17XccGvpUhOWSOKEuEhbWd9x1KK+/LI2yYirGfHPnf/Q/aY8uBf3sox7gA9hy0efcFL7450O2R/knuJaf9mymbPH3MylZ/dl0c+rxE7Xv71GAycBPqozBk0N8KzYzG7ajH8//oImjZxjrW566Smmf70IbTMN1tsUsYatQuM5Kbz1f48wfMAlgLupOBTTsd0E7Egw5l5/cM1R7br/5/QmHj217Z8tUhnJHU3dEokkxkghHAYchfDu3dBGqHuWFRvRKAp7Dxbz3qIv+HLNCv7a+S88jmdb4UTo1qETmz+YU7urUqvlg4wmzLzyMhRFYfajT7kJabPZjFav51lNDROy0kXSEztbtsBZp8ON1UIbDjeVwCuABb6eOZ9L2qrbnf8u3MnJN9rCyiaqnLQDmANHvvmJxo1S2W1zTLrgSEXtErmW4BV4x3VYuwbqmIrSn+sVP/q3e2YPKStX9cZuZrZEpRKlI/YJgKOzmkQiiSFSCIcBRRFhU716OTlNmX7awHUTH+bzFT86nz9RpR2bNgzwwcOPc84ll/FdiyzGdnYWbPs//5acDHeJWgMc1unItFj4rfIo13z8HgWLvoILDdA9At/HV4hwqWuvgqlvk2fVuml2rvgsYzgRmjRqxOYfflE1l9as2Bi08DpoC9HxNU41rMCwLrnMyi9QXXNVgGXpjbm4ZxcsKzZ6FNiRcgTzB2mKlkjiiHohhCsr4eWXRZIJvR7+9z9QydcbUxQFPv5YFJYYMcJzjPTZwAAvbcywrRW7cgvQGhLn67n8uH7Mf+x51SYqq6vpPOoqipuVYR5kwS3bhDeMiIxgbRClhtRCsR1zVLusg7uuWzuy+OdVXDr+PjgfONfl4J/AZ/DhY0/z/V13qppL1QSbL4waDe+3yOSOopKghbhdgE3dXui2zmunXKslva8oXBEpU3co2H0MJBJJHBC3QnjzZpg6FX76Dv7ZJfZ1TYZ/TGCwiqICffqE1keoFBSIogbLl0O3bnDPPfC6LbzowQfhJVvg70PAAaAF/gefVgELgAKEsLL7XuVD2tepHFn0k9sliqLw7sLPufPV50nunIjhOlPg2S1eAY4CjRKhygStk6GjQRSTcMzrMdH2ap8YueAp7MbOZePvq12/1rTXoByvCOEv6iFw7Z4iPmndorYdV8cltTAjT9jN1yDySSeBzwpFjkdd16LfVFnLteNax9fT3yGWWjBITVgiiSviTgibTNCnN2z8XQjdtgY4HsiyHbcA9oREsTR5f/stzPgI5n0C/9/evcdHVd17H//smZAgEG4JxIhCUgtEPVrxXi1Fz2P1yKNW6zVF7WPVp16K1vactmIvtFqsrTe0oqdVsR4wKipqpfXGUSreQAWt9iDgKxjhgZgEuUouM7OfP/bsyVz2ntkzmWRu3/frxWsmc12ZDPu311q/9VsPPQSPPgpL4jblHQbMAGozfA+T2O1+tgN/g1Gbh7P16aW9DzNNplw6g/c+Xhf7/NlpvNcDQHS56bY2q1Tom29S+Yuf071tI10XdlsJZc1Q/ddRnLDifRbV7ZvwUtGBM3r+NPpb9vnOHdz7zJPc+eQjbOno6H3ulvbIczvK/FQGgjHnLbt9PpZXDkkoXmGS2HF3qvvcVxvCOxO5rTWOr9DlVDAjl0HYBGaorrRI/sirIBwIwFlnwOsvwCU9zhm0XVh75Z50Ejz/fPrvkS3xQ80+n1WmE2A61kYMXyJpFrBnAaxlO+HiYU/e8DvOnGpVZtqxexcj/ndvlaYzvjaNp5aHi2XM9vDa0Sc1ADNn9vbmI48JMvnqmXx0zz3wU9hryWAazr6eVT//WcLLudVmTjZ8/GHzx/zywT9yzmlncupRx6acqw3gXMIt/hvnJYEqXXbL3F43PvEp34ajnbLDRSSH8ioI//zncNONVg1lp+5LO/A41prUYDC2clR/W7wYKivhxPDWdaNGwrbtzo/9Kc7tN4E2IN29H94DFltX37j7AY456ODIXb9/5L/48b13UjViBB/Of5Sa0VW9yU+QeueixeHXh9gtDZ2c8g34599hlx9efTs2Czss06Cz2+fjC8NgTNCttEWvXCc1gXNP2BbdI850/rq/qCcskmfyYhcl2z61UF0GHQErOSiAlfL7Gb2B4vBD4aUFAxuA29rgW9+yrptmeEeluAA8G2tzhaU4Lz+K3ox+dprvPwrKyvwEAkG+etV3OWLyAWzqaKe2Ziwr/zCfH513AYZhRALTf836NRfOCVeZWo1V2tKNXdzJy0nTE0/DhP1g61aYPDlyc/xyH68C9G4vOKt+HAvWNKfx7IFnAs+OHp50ThisE4QrN7fz+ohKWirK86onbAAPhD9nBWKRwjEwPeE9e+C8c+AvS+DgBhgyFNrbYMxYuPRyOPdcqzc60Oyh5wcegIsvtjal6OxMfNwvSBynjNoJCIDvkF4JR7CO/h8DC8I/1/pgczgAhD/nz15bxZiA1YucctkMVq9bG34s4LbLo31iMLwStu/w1patW+HxRZGtI52Gn53ED0nHJzBBer3oTHvDnYBpGAw2zYyeH7070UNrml3PTrfv2kXHqJH8bP/9Ej6fXCdmgZKzRPJGXtWO3msveOoZeOwxeOd9ePNtKzP6jZVwySW5CcDQm+W8e7d1eUl4I/eVK2HLlt7H/ZrYQsEvExuAIXabQq8MrOzk2eF/J/Qe0N97cTnnb2nnmi+Ppyt8snDOtBN7n5tsm+V3wpc/+an3toweHbN385zmTSkD8G6fj3m11TG1keMDMMCs+nEJdZ27DMOx9nImQSwA3FdbTUWGARh6ay431VRxUUM9Tr95TyDAyFNPYPoFZ9IU7GJ55ZBIkQ8TaBnkd3zeQFLtaJHCMnBjvz4fnHPOwO4VnMq0cL3nteHe5R/mWT3QI46w9jiOdgOwIXx9jXWx4ZmXWG1XwfpjFtoTVfLyKydN5fT7HwSIbAKwqb0t+fNDWJs+PAu88QbMmpVxU9wO5mb4beyAO3NSHfXHHIJ/2hHUH3OI41BoU00Vl02akLCRQTZ6jSZwUUM95332edIvs52Q7jaO0xKeE7bbO6+2OuGxZX4/Rxx0AB81b+CU3/4+kslt/xvfE4ycMOVKhz/Z9g4ikm9Ku2JW9AFz40YYF14wu2UL1LqsP/oBMAIGzx/MtyZNY+HPbkxdLSod27D2FAY+fngx4/fZl4vshJvo9joNkf8NeAs4+UR47sU+NcNtCDmbw53ZyDC2N25YuKY55daHbvd3AjvL/FQFgjGbLdy1dkNCXe8NO7bzjcULeWn62UwYk5iJl+sh6SBwoRK0RHIvr4aj89F3vhP7c3dUMBg7Fq6+2roe/wl1AwZ0bu7k4ZespVSXn34W5bWDrGSzvorKYdr/22ey7pNmFq5p5rnVa2h75qXeO38N3Iq1xMnWUg7XXgt/7fsSL6ch5N0+H7Pqx7k8I7P36MspnQlcM3E8c9e3ZBSATawgbhgGYwLByNaIf1r7CY2tHcycVMcFDfUxPfhZRx3K+gceYLxDAB4oyT4zP0TaLyL5rzSDcNVoqxCHbcECqI/KqvL5YO5c63pDeexz54FxiwE9sFdFBd/+7fVc8c2zGPLFYGvHIY95UK4OobeKFjBqWCUGcNL2XZSPHMW3Tzy5986dwMPh653A5m7Ye++sZJg7DSE7zfcmE7/ncnxgaKqpiuy9my67jjNAdcB9+ZM9X+t23+4yf0KlraGhEHOaN0Xa6DTc7vaO/dULDtA7DZDqxCW6/SKS30pnOHrzZigvhyuugEWLYu/r7HSuWb1uHUya5PqSZQeUEeoOccLow2m6/jeMPSNcPHp2H9q5HQhvfL/4ht9zxtTjI3cFgU6fjyHBIH/8y2Iuv+0mOB0rK/s54COs3ZUc1vkONLfiHkDC/rpOWcZ21rVbD9Zer5tqSDvZ+t8NFeWM7+p2PBNNVYc5WY3pbIteA+z1fVVHWiTHNBwdZ599oLo6MQC3tLhvGjFxIrzySu/PcZ9WqDNI6JgQS1euZMzIUfz9znB2Vuq6FO7CAbjM7+e0Y6fG3OUDLps0gTnPP8O/3xOeOH4GmIsVgAHuz0aGWN85ZVfbWxVGD/k69bhnNNRzYYP7ei8TIpWrkmUDd2INeScbWo9OyIrmdrvt9RGVGc0+pHsKa/fk5zRvisxRewn8qdovIvmhNIKwU+/9wQfh7rsjewS7sjOoAULw2//7fV65417r5yoDPoCjDz6IbTt3cvW8W6zbP82wnc9YF+Nr9qZn6Zv44zJdQ1jDoz9b8hS7ysrgiy9g6VJ46SXYvh32G5f69xkgqZbKpBryndO8yTXYRAcYt2BjAuUQeQ+3ofVnRw9PWFbkZe577voWMglz6facDXpPXK6KSxJzYxcfEZH8N9B7j+dGdCC1DRmSmJzl5IsvIlevm3ktPznr29zz9OMAhN62Dt/mATDqtKiJ3BVAXZptXIi18T2wbsGTjg/xYQ3zNq1abc37Ggb8a9T7tmxM8037j5eKUskCdbIlUqO7ewgtexuwdlDqIXaDBzsRy6C3133ZpAkJWd2NrR1c3Lo1JrCFgPk1o5POfTe2diSdh04l0wxqr88xgPPaPo/ZcEJE8lNp9ISbmmJ/bm211iyn0NjawSmnfhOAn878Aft8/2oeWvoC23buxAD2H7cvny5awor/+TD2iSMTXyspk0gA3r7kZcpd1lIbwPyPNtDYvs15T+M84jQEHC/ZkGmy+4aHi3IY4evxZ5Lxn4xbopLbkPnlm9tdk8kA5q5Lno2dykD85fpykiAiA6d0ErPAGpYOBDwVDLEThso6O9nT1cXIykp2+3wM+/rhkcccPqmBd9auSXxyqs0V4kWtDTZfWZny4YVSmjC69jSkLm8Z/9x0d21KxilRycsmDNFriDv8fjCsAOeWMJYvp0baVUkkx5SY5cAwPFfssntJFeXljAyX1Rzc00PtvjXQCOxLTACesHe4uEcVzhs9JBMOwBeeNN3TwwulNGH0XG/8ettUy52cErb6wqmSVIeH5VGDIbKGeEwwyBiXAJxv2lU5S6QglMaccAacAt2Tr77M5o2tMAmIG+GuHGqtWeUSMu4O3fvD6zw9rhAzX5tqqtKu4hT/nL5U2BoeCkWysSP6YVAnH3rDnVhFTEQk/5VWTzgNToGuY3t4m8Nfxd4+dMgQPvh4HRwGDEnzjcJ5X8/97k6GDHbarDhWD2S1alUhmVU/LuPazBWmmTAvXOVhj+N02PPU0C/xPWXhEXvE4LsqWylSMBSEXTglFr398bqEx11z/oXstjOov5rBG/0PHDTxS5x8lLcnb/P7S/YA21RTxcWT6zJehj2hqzsm2ao/RxSy3Rs2gZ0+X9LXnVdb7bqJhojkJwVhF05zkhtnXhXzmBHDh1M7fIT1wxnAmPTfp7y5nO+edLrnx2e791ZommqquLChPmXmtZPoJUt3rd3A0GAwoWfZZRi0+a0tCfMtBXFYkq0lDaysbhEpLKWVHZ0NgQB8+3xY9ETkJt/+PkIXZrCTbAC4EZ6ZcyunHft1T08plMzo/tbXspHxmdYmVjLTNRPHR3qSoWVv99v8rhl1GV2i0+397Men2qhCGdEiecJjdrQSs9JVVsZZN/6OJ+wgfDSETs5wK/cbrYtTvzo1+ePCSr0SUvySp74EyPh+tIG1mUM6Q7nRAdR0eM1kDKCtzM/Y46ZEbvts+SrGuIx05DrZS0T6R8kOR6fa4SeZW7busq4MAk6hz5+i4THZyAAu3dxektvU2euG68IbLvTHF3d8eM7Y/k50Jvm72D1nA/ikopx5tdWRqQuvY0XRBTUaWzsYnmS42atS/G6IFLKSDMLxB/S6rm4WrGl2D8imCevXR2pQj+/q5s/XzWboqNTZzK6esi7+Mue2tJ42GEpymzqn6laZSvYq0d8JwzSTBtQxwWBMXeehgSAXNNTzwohhSTOZncxp3pSwpWK6DLSXsEihKckg7HWHn4jrrrN2VPL5YMcOWirKueGh+9j9Wac1r5uJL1sXB9a57xbkJr7H5nbQ7UtvP99ko0CJiTWnPq+2OiGxy6ka1+Co58W/Tnwf2cAKyvM/2sAJ23clnd+1RRfUyFYBFu0lLFJYSjIIp7PDDwA339x7fdgwZtWPY/2m8GYJmSYrh7cpXvLmaxk9PbrH5tT7certF3IvKVvLieqPOYSZk+o8V+Oyg2mI3nW4yfqrFabpaXel+IIa2VwuVSgV1USkRIOwlwPe+K5u6Orq3Sjh6afBNGls+5w5zZv4YeMM6/ZXY59n3ALMDv/7PMkbhJvQvPn/pdV2px6bU+/HqbdfyL0kLxtCpCN++8RU3wkf1vfGy2OTsYepd8aVzJxVPy5rS6IKsaKaSKkqySDseYefX/7C+mHil+H002N6l7d+7wfc/L3vw3Ksbg3WpbkLa5tEgBdTzxmPq/a+uDhZpzu+9+PWGyrUXpK9brsvgSpZPWUv3wn7s8u0clf0FotjAsGYkYlsFdjwsheyiOSPkgrC9hzpgjXNfGEYrkEtRLg05L+dYt1w/wNAYu/yP86/iIMb9odPwzfcGz4w2xW09uvE1R+sizOnHu+5/QbuvZz4270+rpA01VTxSYbtDwIYuM6PRxdncQv00Z+dkUESldMWiw+tae7TFIGJlZbgdWMMEckvJROEG1s7mP/RhsgcqZ3Z6pZ0M6d5E40HHGxlRE+11vHG9yINw6CszG99iruAbXGvNgV37XDClMP50j77ev4dWirKHXtsTr0fr48rNE6/V5dhkOR0B7D+RPZuSG7z4001VcyqH0d7mT/hexH92c1p3uRp3jeaW8guAxauaeaz11Zl9HyAe2urI8PqCsAihaVkgvDc9S0JS0DsoUEz6p99m9OB2u4Jdff08Mxry3jrnx+w6oO1MA5Ybz0m9PIK68p59KbXdgJ3+GE2GA8bkU0bfnPplZ7bb2LVPl64ppmgadJW5k/a+3Equ1kMvSSn3+viyXV8N7xVoluwcuqFxs+P29MN0dsVmkCb3x/z2aU7pB+CpGuO7eHpTCQrV1lM2fEixapkylZmWoIwukykfZA+4OzpfPpZKwBlh/gJfCsIbcDd0Lr4eV59fzWNN11Pz7UBqACe9sOqID+89Apuu++eyGubr6xM+t5Bek8K4tveCZ53y4muNGX3pgs9GLtJZ7vDEOCPKvPo9tz4UqHpvIcJvDBiGP9r+64+ladLVrbSBGbEfRfs72r09Mlun68oTsRECoLHspUl0xPOVHSvp6mmivk1o/nH/EcitwW+Fe7BjIGyIX5eemcFZ037V0YOqYTXww9aZT3m5IaD+MtNVnGOa849P+n7dgIXNtTTUlHueOD1WrSj2JYqpZJOlnFHXKKWl2S2xtYOx40f3BjAN/oYgO3Xcfvf7FSko9iy40WKlYJwCvGJTOe1fc6IocMiP5ct9MOLwOsQmB5kxo0/57ePPIjPMGBU+EE/sy5Ou+5aTv3qVMxXVnLHlT9yfc8Avb3cZEOfXoZFB/JgnA/Dn001Vez0upQpLqp1lDlnT9vfAafhai8G4j9Z/N+02LLjRYpVyQThdpcDbDJOiUx2vd+Ni5ZQMaicM/c9gb3XVLHP6mr8K62P8+4nFtHasRXqscY87xkEhsHyu+7z9L4+epesJMtm9rzeOY3bM5UPPW77JGBYKOSpp1oVV7u50mFetsswYhKyslU6sz9M6OpOuVdyIWfHixSjkgnC13x5fFprTAOQMH8WHVDGjRlL54uv8dgvb2LzE8/RdP1vCH5iHaCvPPNcfMPLrTHjxT7o6GHNKys4suFAT+/dUeaP9CiHBoL0ODymEzxlOg/UwTjXw5/xJwF2latkf/Poz2BO8yacVnV3he8LLnubCS4nLl7qRDvdn2596VSih6WLNTtepNiUTBBuqqlyPeA5LUe5yCHp6d6PNrgOQ379K4dhvrKSBdf/mll//AOhHd1wE0yrOJS3Hn2aSR6PtiZWbzt6KVUQ2GMYkYN2ELivttpTgs1AHYz7s8ftZZjbrR54u99Pm8OSoxCx20K6tbPSNGMCu5NUdaJN4O7aanbE/Q2DKZ6XiaGhEHPXtxRtdrxIsSmp/YSdSj7at39aUZ40e7ixtYNKD5nhy//xHgCHTW7g2Tm3U1tVnVYb3ZKwTNOM3OcHLm7dyusjKlMeVO37+zs7uqWi3DFjuK897vgsX3uYG2KrTLkF0apgkJaK8sjQs/0Z+oDLtnREPkO39mcjSJrAzEl1zJxUF/md7v1og6fvUyaqA0EaWztoqqlS0BXJcyWzRAmsakluQTh6qYoTr8tS1m1s4YWVb3LVmedm1sg0xC+dyaX+WhLj9rm3lfnZ7fczvqubDr+f0cEgTrP+bide0a8z9rgpju132i0p2e1O7F5wdACOf5/+EKC33nUxL0kTyVtaopSoL/Oj+3WpmETFAAAMO0lEQVR2sfSdFXT3OM3Q9pq47/iEAGyaJtt37fLeUI/yKdO1v4Y/3X7H+CH7TAKw/Trg3H63ZL5UZTXsIecAsQEYBi65q4wkW3OKSN4oqSDcl/nRl7ds4sQfXcXCl/4Wue35FW9wzq9+wp6u2KKJ8WMFjTdez8hTT6AnkOnmw84M4LPlq/LmABu/M1E2el9uJ0ipTi/T+aTvWrsBSGz/NV8e7/h9ube2GrcwagfgTyrKuaihPiYAQ25OnLQ+WCR/lVQQ7ktv7f7jv8ay/3yIC78xPXLb8g9W8/jL/01Xd0/k4LvD5+PuqIP07j17eHTpiwBs3bE9q7+PvZH8gjXNkUBSbJ4dPTyjDGJ7KDYVA7hqc7vj5+f2fZk5qY55LoHYILYHetfaDXy2fBWhZW8TWvZ2VrOh05FPoyYi0quk5oT7qrG1g7nrWyJDmCF6dzaKn3ez55///T/v4NZHFoIJO/+6jGH2NodZFgIu8FjGspCkUyIymj0Xe9Xmdk/zt14+v/jyn8+OHs7lm9uTZjc6DYnHzymnM8ecTLLSlvHlV0uljKlIzmhO2F1fKjsNCZmRJSl+YE94OLuppirmde0D4nMr3oBxUDV6RL8FYLD+kMU45JhpD84ATt26w3P1rFSfn1Mxkis3tzvORce/rlPborcf9FzhKwW3pVLRUy75UFRFRHqV1BIl8L7kxcnc9S1JC1IkZNeaJv5BPvgY6ibXZvPXcFSMQ45uS4e8mNDVHbM7VirJPj+3dciZ8tGbkR9c9nYfXim5+KIzyYqqqDcsMvBKriecaWWnxtaOyDB0+7ZtGMcfyfHXfo/Ori7Gd3Vz2B/m8dDix2Kec+3dt/H+GmuPw5dumZfF38JZMZQkjB+leHb08ITkKK+Vpuz5Wa9Dvck+v2yf4IQgZYnJbIgugQqqKS2Sb0ouCGd6EJrTvClyMB9VWQnAslXv8vzKN/nV04v4jxt/wZW334xx/JF8vGkjAHMffyTyCY8MP6e/eC1jmc+chkovbt3K/JrRkeSotjI/XWS/0pQJjO4JuA7LZhoo3U4WyogtMdmVZL/hvohvt2pKi+SXkgvCmR6EooO03++n84XXWPWnBRx1wEH8+vbfwQzgGmA4fOfW2dZzxu0NIZh+3HFZaXuy3l8FcOz2nVl5n1xxG6U4deuOyNKh3X6/Y43naJmkDhrA8FCI+R9tcAzE6WyRGP+6QZc2RQ8DXzy5jh0+X1azp6M3n7CpprRIfim5IJzpQSg+SFeUl3PoxMn4x4y1btgCjAR/pZ9glzVs/dTsW1j1pwUs+c0dWWm7ncjjdKA2gCs3txd0go2XUQovw6Z9CWQVpslDa5oTPsemmqqkO3ElGyI3ktxn/z5NNVWMmHpYzPK26NdO9r5O7Wgr83Px5LqEeV7VlBbJLyUXhDM9CLkF7x9MmgCnnQpLgV+B7zMff/3tnQBMmTiZQydOzkq7TeCe2mrqjznE9aBc6BnSqUYpvJxgdBkG82qrE/5W6YgeKo726JhRrkU6wH2IPIT3EZjXR1TS4zA07Rbk4x/ZBcxoqGfscVNcv9P9UVRFRDKjdcJpiF5f2eH3g2HtSdtSUc73trXywu4dcMYZbH9tNcMz/Jyc1nqawAsjhvFvhzYAydfOeqmDna9S1Z92+73tABW95rWxtYO561qoDgYznj+OX1ubac1nE2s3p+GhEBVR3wun2tqZrot2a7eI5IjWCWef3YO4oKGeIabJmEAwkkD05NAqGr92PPj9XD65jkwOo/ZSGiPq57YyPzMa6iMBGKxeuVsoKOQEm1SjFG5D0SYk9OqaaqoY+7Up3F1bnfHwdPT79aXms13ZzDRN2sr8SUdgspGlrExnkcJRcuuEM7ZnD7zyCpxySsq1ltFrMid0dXvuicU/zgB2+/2O83rHbt/JlZvbY86iiiHBJtn2e5lslzhzUh3ntX3OmECqbRec38+WjcA2GNjit3ZtSvaefe0JF/KJmEipUU/YqyeegOnT4f33PSUQ2b3mvnJ7r5mT6rigob6kEmwyTaqr8hCA43vL8a+brcCWKpg7/Y7pKIYTMZFSoiDsRWcnvPUm3HADNDQM6FrLZK9Zagk2mSbVuX2G0aUj766tTvq6TsExk2HuVN+R+N8x2W5N9rrpNn/yIW4RyV9KzPJi/XqYOBGOmAIr301rA/vnVq/hpO27Ug5Jd1mT+DFrYN1eU9KTzt8r1evEb+BwcevWmNftMgx2+HxUBa3ed/x0QV/e0/4OBYF74/YpFpE84zExS0HYqwULYNAgOO88IL2daOxAHG2nYdDl90Wyq+0hRO1u0z/6a+egZK+r3YpESpiCcJa8+y6MGwc1NbluiYiIFAotUcqCTz+Fww+HudmpeCUiIhJNQTiZvfeGb54Gl1ya65aIiEgR0nC0iIhItmk4WkREJL8pCIuIiOSIgrCIiEiOKAiLiIjkiIKwiIhIjigIi4iI5IiCsIiISI4oCIuIiOSIgrCIiEiOKAiLiIjkiIKwiIhIjigIi4iI5IiCsIiISI4oCCcTCsGWLbluhYiIFCkFYSemCUuWgN8PtbXQ2ZnrFomISBEqy3UD8k5bG4wdG3vb++/DUUflpj0iIlK01BO2bdwIXz8uMQCfOh2OPNK6/sYbYBiwbNnAt09ERIqOesLBIDQ2wqJF1s9HAivD9334IRx4oHV9/Xo49ljrel3dADdSRESKkWGapvcHG4ZJGo8vCH//O0yblnj7qlVw6KG9P/f0wHU/ganT4JvfHLj2iYhI4TEMTNM0Uj6s5INwKGQlYMULBJxvFxERScVjENacsM8HQ4fG3hYMKgCLiEi/UxBeuhR27+79ef16KzCLiIj0M0WbKVNg7lw44nD49FPYf/9ct0hEREpEac4JNy2EX82GPy+Ao4/OdWtERKTYKDErialHw/IVMHWqlR0tIiKSTUrMSqJyBEwCXn0V3nkn160REZESVZpBuLsbPglf32+/nDZFRERKV2kG4fv/DEcfA3+en1imUkREZICU5pywiIhIf9KcsIiISH4r/iC8aRPccw+MGglD9kI9eRERyRfFv4vSww/Dj39sXX/gAWsrQhERkTxQ/EH4/PPh3bfg/1wGJ5+c69aIiIhEKDFLREQk25SYJSIikt+KIwhfcUXiXK9pWhszrF2bmzaJ9AfDgOOn5boVIpIlhT8c/c9/wkEHwZe+BB9/3Ht7RwdUV0PjufDwo7lrn0g22Seb+fb/UERieRyOLvzErG3bYNAgKxhHq6qygvLQoblpl0h/CAYhEMh1K0QkSwp/OHrPHujpAb/f+rmrC845G/7xD6t3XFOT2/aJZJPPB+XluW6FiGRJ4Q9Hx3viCTj7bOt6vrdVRESKU9FnRz/7Fzj3bFi5EjZvtm579VUrAGtPBilGgYA1HC0iRaNw54RbmmHRE9Y/gL32soamDy2D1QEYPDi37RPJtkGDrMtQSJXfRIpE4faEr7w6drh5zx7rcnU4aaWtbeDbJNKf5syxLjs6ctsOEcmawp4T7uy0kq/s4Wiw9gfeskU9BSlOzz8PJ52k77dIviv6OeFVq6wh6OgAfNttsHGjDlBSvE4+Wd9vkSKS+55wKAQPPggjRsBZZ3l7Tns7jBkTe9vGjTBuXHbbJiIikgmPPeHcB+EPPoCDD7au79gBlZWpn2Oa1npJ24svwoknZrddIiIimSqY4eh/+Re4/XbrultGc3d37M/vvRf787L/zn67RERE+lnue8KphEJWNaybb4Yf/xh27YrtLa9fD/vvP7BtEhERSaZgesKphELW5YEHWpd77RV7/4cfDmx7REREsiT/i3WUlVn1oO16uXaNaIDHHoPTT89Nu0RERPoo/4MwJBas37nTuq1QC9lv22Zlg2upiYhIScv/4Wgnw4YVbgDesgVGjYKFC3PdEhERybH8T8wqJsEgHHskfOUwuO0O62RCRESKT9EkZhWTnh5YsQrG76cALCIi6gkPONPUXLCISLFTTzhPKQCLiEiYgrCIiEiOKAiLiIjkiIKwiIhIjigIi4iI5IiCsIiISI4oCIuIiOSIgrCIiEiOKAiLiIjkiIKwiIhIjqS/laEqPomIiGRFWrWjRUREJHs0HC0iIpIjCsIiIiI5oiAsIiKSIwrCIiIiOaIgLCIikiMKwiIiIjmiICwiIpIjCsIiIiI5oiAsIiKSI/8fTTTMtq4v+ZUAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "fig = plt.figure(figsize=(12,12))\n", "m = Basemap(projection='merc', llcrnrlat=25,urcrnrlat=60, llcrnrlon=125,urcrnrlon=160,lat_ts=20,resolution='h')\n", "m.drawcoastlines()\n", "m.fillcontinents(color='green',lake_color='aqua')\n", "m.drawmapboundary(fill_color='aqua')\n", "m.scatter(df_np[:,3], df_np[:,2], latlon=True, color='pink')\n", "plt.title(\"Map to show surface location of all measured earthquake events near Japan\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plot below shows the location of earthquakes measured along all the longitdues of Japan. I chose to plot latitude with depth rather than longitude as the subduction zones runs more closely to parallel with latitude lines than longitude lines.\n", "\n", "On the plot below the yellow star represents the Tohoku earthquake event. As you can see it is fairly shallow, so is likely a reason for why the earthquake was so devastating. Most earthquakes occur below 100km, therefore the earthquake occurs in the brittle lithopshere due to fracturing. The Tohoku earthquake falls in this range so the cause is likely due to some sort of brittle failure of the lithopshere at the subduction zone." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(df[2], df[4], '+')\n", "plt.plot(38.296, 32, \"*\", color=\"yellow\", markersize=20)\n", "plt.xlabel('Latitude')\n", "plt.ylabel('Depth/km')\n", "plt.ylim(600, 0)\n", "plt.gca().xaxis.tick_top()\n", "plt.gca().xaxis.set_label_position(\"top\")\n", "plt.title(\"Plot to show depths of earthquakes against latitude near Japan\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This last 3D plot gives a view of all measured earthquake events near or within Japan. Of most interest is seeing how the depth of earthquakes generally increases as longitude decreases(move Westward). This conforms with the subduction ideology of the region. As the Pacific plate subducts under Japan in a Westward direction, the Pacific plate must become deeper as you move Westward. Therefore, this plot gives some initial proof of a subduction zone of the East coast of Japan." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,12))\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.set_zlim(600, 0)\n", "ax.set_xlabel('Latitude')\n", "ax.set_ylabel('Longitude')\n", "ax.set_zlabel('Depth/km')\n", "ax.set_title(\"Plot of earthquake events with depth in the region shown for Japan\")\n", "ax.scatter(df[2], df[3], df[4], c=df[4], cmap=\"viridis\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Overall, from this small project I have looked at the Tohoku earthquake of 2011 in respect to the local tectonic setting. From my analysis I can see that the Pacific plate is subducting under Japan and this is the likely cause for the earthquake studied. However, seismicity also occurs off the Other side of Japan due to the creation of a back arc basin, caused by the subduction zone to the East of Japan. Also, I have discovered, that one of the main components to background noise for seismometers in Japan is likely the noise generated by waves breaking on the beach. Overall, it is clear to see that Japan is a very active tectonic region, therefore the strict guidelines they impose in the country based on earthquake protection is very sensible." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 4 }