{ "cells": [ { "cell_type": "markdown", "id": "87923d46", "metadata": {}, "source": [ "
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STMKGxHMGI Long Course

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Sesi: Penentuan Episenter dengan Metode Lingkaran

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" ] }, { "cell_type": "markdown", "id": "4479c0c8", "metadata": {}, "source": [ "## Sekilas Dasar\n", "\n", "Penentuan episenter metode lingkaran memanfaatkan minimal 3 stasiun seismik. Data yang dibutuhkan dari setiap stasiun adalah waktu tiba gelombang P dan gelombang S yang kemudian diselisihkan untuk mendapatkan waktu S-P. Selisih waktu S-P ini dipakai untuk memperkirakan jarak yang sudah ditempuh yang pada contoh ini akan mengaplikasikan metode Tau P. Metode ini sering juga disebut *circle and chord* karena memanfaatkan perpotongan lingkaran dan garis perpotongannya.\n", "\n", "![circle_chord](figures/circle_and_chord.png)\n", "\n", "Dalam gambar (Havskov et al, 2002) di atas S merupakan stasiun seismik dan d merupakan jarak yang didapatkan dari pencocokan nilai S-P dengan jarak." ] }, { "cell_type": "markdown", "id": "9a5691e7", "metadata": {}, "source": [ "### Data\n", "\n", "Data yang akan kita gunakan adalah data waktu tiba gelombang P dan gelombang S dari gempa Mamuju M6,2 yang direkam di stasiun TATO: Taiwan, PMG: Port Moresby, dan COCO: Cocos Island. Data waktu tiba ini dikonversi kedalam format `UTCDateTime` `obspy`:" ] }, { "cell_type": "code", "execution_count": 5, "id": "ffcdaf13", "metadata": {}, "outputs": [], "source": [ "from obspy import UTCDateTime\n", "\n", "TATO_P = UTCDateTime(\"2021-01-14T18:34:08\")\n", "TATO_S = UTCDateTime(\"2021-01-14T18:38:53\")\n", "\n", "PMG_P = UTCDateTime(\"2021-01-14T18:34:15\")\n", "PMG_S = UTCDateTime(\"2021-01-14T18:39:04\")\n", "\n", "COCO_P = UTCDateTime(\"2021-01-14T18:33:28\")\n", "COCO_S = UTCDateTime(\"2021-01-14T18:37:43\")" ] }, { "cell_type": "markdown", "id": "6be7700a", "metadata": {}, "source": [ "### Selisih waktu tiba S dan P\n", "Selisih S-P kemudian dapat kita cari dengan cara yang sederhana yaitu:" ] }, { "cell_type": "code", "execution_count": 6, "id": "fa048e6e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "255.0 sekon\n" ] } ], "source": [ "TATO_SP = TATO_S-TATO_P\n", "PMG_SP = PMG_S-PMG_P\n", "COCO_SP = COCO_S-COCO_P\n", "\n", "print(COCO_SP,\"sekon\")" ] }, { "cell_type": "markdown", "id": "2ef8f2ea", "metadata": {}, "source": [ "### Mencari jarak dengan *rule of thumb*\n", "\n", "Dari nilai SP sebenarnya kita langsung dapat mencari radius lingkaran/jarak dengan rumus Havskov et al (2002): \n", "\n", "$$jarak=(SP-2)\\times10,$$\n", "\n", "dengan satuan kilometer, apabila akan dijadikan derajat maka kita bagi dengan angka 111,26 km:" ] }, { "cell_type": "code", "execution_count": 7, "id": "feba269b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[25.43591587273054, 25.795434118281502, 22.73952903109833]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "jarak=[(SP-2)*10/111.26 for SP in [TATO_SP,PMG_SP,COCO_SP]]\n", "jarak" ] }, { "cell_type": "markdown", "id": "05c962fa", "metadata": {}, "source": [ "Kemudian dapat kita plot:" ] }, { "cell_type": "code", "execution_count": 8, "id": "e3e5a60c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# koordinat stasiun\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "figure, ax = plt.subplots()\n", "\n", "ax.set_aspect(1)\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " jarak,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "\n", "ax.set_title('Episenter Metode Lingkaran Gempa Mamuju M6,2')\n", "ax.set_xlim(70,180)\n", "ax.set_ylim(-40,60)\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "26ae415a", "metadata": {}, "source": [ "Hasil pendekatan ini cukup tetapi belum akurat, kita bisa menambah akurasi dengan memanfaatkan Tau P." ] }, { "cell_type": "markdown", "id": "1256a74b", "metadata": {}, "source": [ "### Mencari jarak berdasarkan S-P\n", "#### Pengenalan modul `TauPyModel` dari `obspy`\n", "\n", "Sebelum mencari jarak berdasarkan S-P kita akan berkenalan dahulu dengan modul `TauPyModel` dari `obspy`. Modul ini memungkinkan kita mencari nilai waktu tempuh dari gempa ke stasiun dengan lokasi dan kedalaman tertentu. Modul ini berdasarkan algoritma Tau P dan bisa kita aplikasikan dengan berbagai model kecepatan yang sudah ada, kita akan memakai model IASP91. Selain menghitung waktu tempuh, modul juga dapat mengeplot jejak sinar/*raypath*:" ] }, { "cell_type": "code", "execution_count": 9, "id": "8c516de2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "26 arrivals\n", "\tP phase arrival at 600.258 seconds\n", "\tpP phase arrival at 616.298 seconds\n", "\tsP phase arrival at 623.358 seconds\n", "\tPcP phase arrival at 645.616 seconds\n", "\tPP phase arrival at 733.120 seconds\n", "\tScP phase arrival at 881.182 seconds\n", "\tPcS phase arrival at 888.006 seconds\n", "\tPKiKP phase arrival at 1024.399 seconds\n", "\tpPKiKP phase arrival at 1042.077 seconds\n", "\tsPKiKP phase arrival at 1048.763 seconds\n", "\tS phase arrival at 1088.878 seconds\n", "\tSP phase arrival at 1100.115 seconds\n", "\tpS phase arrival at 1107.826 seconds\n", "\tPS phase arrival at 1109.778 seconds\n", "\tsS phase arrival at 1116.576 seconds\n", "\tScS phase arrival at 1185.125 seconds\n", "\tSKiKP phase arrival at 1231.805 seconds\n", "\tSS phase arrival at 1327.584 seconds\n", "\tPKIKKIKP phase arrival at 1864.119 seconds\n", "\tSKIKKIKP phase arrival at 2071.513 seconds\n", "\tPKIKKIKS phase arrival at 2078.199 seconds\n", "\tSKIKKIKS phase arrival at 2285.426 seconds\n", "\tPKIKPPKIKP phase arrival at 2364.644 seconds\n", "\tPKPPKP phase arrival at 2375.132 seconds\n", "\tPKPPKP phase arrival at 2386.588 seconds\n", "\tSKIKSSKIKS phase arrival at 3216.623 seconds\n" ] } ], "source": [ "from obspy.taup import TauPyModel\n", "model = TauPyModel(model=\"iasp91\")\n", "\n", "#contoh menghitung waktu tempuh gempa kedalaman 60 km dengan jarak episenter-stasiun adalah 60 derajat\n", "arrivals = model.get_travel_times(source_depth_in_km=60, #kedalaman dlm km\n", " distance_in_degree=60)# jarak dalam derajat\n", "\n", "print(arrivals)" ] }, { "cell_type": "markdown", "id": "a085fd5e", "metadata": {}, "source": [ "untuk mengeplot kita dapat menggunakan `get_raypaths`:" ] }, { "cell_type": "code", "execution_count": 10, "id": "f1c8f04e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "raypaths = model.get_ray_paths(source_depth_in_km=60, #kedalaman dlm km\n", " distance_in_degree=60)# jarak dalam derajat\n", "\n", "ax = raypaths.plot_rays()" ] }, { "cell_type": "markdown", "id": "4f4b945b", "metadata": {}, "source": [ "kita juga dapat membatasi fase apa saja yang akan kita ambil dengan parameter `phase_list`:" ] }, { "cell_type": "code", "execution_count": 11, "id": "659f9548", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2 arrivals\n", "\tP phase arrival at 600.258 seconds\n", "\tS phase arrival at 1088.878 seconds\n" ] } ], "source": [ "arrivals = model.get_travel_times(source_depth_in_km=60, #kedalaman dlm km\n", " distance_in_degree=60,# jarak dalam derajat\n", " phase_list=[\"P\",\"S\"])#daftar fase yang akan diambil\n", "\n", "print(arrivals)" ] }, { "cell_type": "code", "execution_count": 12, "id": "0c48576e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "raypaths = model.get_ray_paths(source_depth_in_km=60, #kedalaman dlm km\n", " distance_in_degree=60, # jarak dalam derajat\n", " phase_list=[\"P\",\"S\"])#daftar fase yang akan diambil\n", "\n", "ax = raypaths.plot_rays()" ] }, { "cell_type": "markdown", "id": "c2b4cbf6", "metadata": {}, "source": [ "untuk mendapatkan angka waktu tibanya kita menggunakan indeksing dan atribut `.time` dan `.name`, contohnya untuk mendapatkan waktu tiba pertama maka:" ] }, { "cell_type": "code", "execution_count": 13, "id": "70cf286a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fase pertama datang P pada 600.2579575887129 sekon\n" ] } ], "source": [ "first_arrival=arrivals[0]\n", "nama_fase=first_arrival.name\n", "waktu_tiba=first_arrival.time\n", "\n", "print(\"Fase pertama datang {} pada {} sekon\".format(nama_fase, waktu_tiba))" ] }, { "cell_type": "markdown", "id": "bb400290", "metadata": {}, "source": [ "Untuk waktu tiba P jelas pertama sehingga kita menggunakan indeks 0 seperti contoh di atas, hanya untuk waktu tiba gelombang S sedikit perlu modifikasi karena bisa saja ada banyak fase P dan S dalam 1 kali kejadian, contoh:" ] }, { "cell_type": "code", "execution_count": 14, "id": "7aae1bad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8 arrivals\n", "\tP phase arrival at 311.128 seconds\n", "\tP phase arrival at 311.211 seconds\n", "\tP phase arrival at 312.946 seconds\n", "\tS phase arrival at 566.326 seconds\n", "\tS phase arrival at 568.932 seconds\n", "\tS phase arrival at 571.185 seconds\n", "\tS phase arrival at 586.578 seconds\n", "\tS phase arrival at 586.600 seconds\n" ] } ], "source": [ "arrivals = model.get_travel_times(source_depth_in_km=10,\n", " distance_in_degree=23.6,\n", " phase_list=[\"P\",\"S\"])\n", "print(arrivals)" ] }, { "cell_type": "markdown", "id": "84be9835", "metadata": {}, "source": [ "Pada contoh di atas ada 3 kedatangan gelombang P adn 5 kedatangan gelombang S, bagaimana cara mengambil gelombang S yang pertama? Kita bisa sedikit membuat algoritma:\n", "\n", "Mengambil nama-nama fasenya dengan loop:" ] }, { "cell_type": "code", "execution_count": 15, "id": "7b363147", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['P', 'P', 'P', 'S', 'S', 'S', 'S', 'S'],\n", " dtype=' SP: 251.6500605586528 > 250\n", "Initial distance tidak diupdate: 22\n", "SP taup > SP: 258.02310930613214 > 250\n", "Initial distance tidak diupdate: 22\n", "Jarak yang terpilih: 22\n" ] } ], "source": [ "distance_list=np.arange(22,25,1) #jangkauan tebakan\n", "SP=250 #SP (s)\n", "depth=10 #km\n", "\n", "initial_distance=distance_list[0]\n", "for dist in distance_list:\n", " arrivals = model.get_travel_times(source_depth_in_km=depth,\n", " distance_in_degree=dist,\n", " phase_list=[\"P\",\"S\"])\n", " # waktu tiba P pasti paling pertama\n", " P_arrival = arrivals[0].time\n", " \n", " # waktu tiba S harus sedikit hati-hati karena bisa ada banyak P dan S\n", " phase_names=np.array([arr.name for arr in arrivals]) # mengambil nama-nama fase\n", " S_indexes=np.where(phase_names==\"S\") #mengambil indeks lokasi S\n", " S_index=S_indexes[0][0] # mengambil indeks lokasi S pertama kali\n", " S_arrival = arrivals[S_index].time # waktu tiba S\n", " \n", " # menghitung S-P dari TauP IASP91\n", " SP_taup = S_arrival-P_arrival\n", " \n", " if SP_taup SP: {} > {}\".format(SP_taup,SP))\n", " print(\"Initial distance tidak diupdate: {}\".format(initial_distance))\n", " \n", " \n", "print(\"Jarak yang terpilih: {}\".format(initial_distance))" ] }, { "cell_type": "markdown", "id": "6a44e0ad", "metadata": {}, "source": [ "Contoh di atas memperlihatkan bahwa nilai jarak yang terpilih adalah 22 karena saat dicoba nilai SPnya 243, lebih kecil dari 250 atau SP pengamatan. Saat jarak 23 terlihat bahwa nilai sudah lebih besar dari 250 yaitu 251 sehingga jarak 23 seterusnya tidak dipakai. Melihat algoritma di atas masih memiliki kelemahan yaitu bahwa walaupun pada jarak 23 derajat nilai SP>250 tetapi selisihnya hanya sekitar 1,65 detik, jauh lebih kecil dari selisih pada jarak 22 derajat yaitu sekitar 6,2 detik, oleh karena itu kita memperkenalkan kondisional baru:" ] }, { "cell_type": "code", "execution_count": 21, "id": "4af961df", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SP taup < SP: 243.80686273283436 < 250\n", "Initial distance diupdate: 22\n", "SP taup > SP: 251.6500605586528 > 250\n", "Tetapi SP_error < SP_error_sebelumnya: 1.6500605586527968 < 6.193137267165639\n", "Initial distance diupdate: 23\n", "SP taup > SP: 258.02310930613214 > 250\n", "Initial distance tidak diupdate: 23\n", "Jarak yang terpilih: 23\n" ] } ], "source": [ "distance_list=np.arange(22,25,1)\n", "SP=250\n", "depth=10 #km\n", "\n", "initial_distance=distance_list[0]\n", "\n", "for dist in distance_list:\n", " arrivals = model.get_travel_times(source_depth_in_km=depth,\n", " distance_in_degree=dist,\n", " phase_list=[\"P\",\"S\"])\n", " P_arrival = arrivals[0].time\n", " \n", " # waktu tiba S harus sedikit hati-hari karena bisa ada banyak P dan S\n", " phase_names=np.array([arr.name for arr in arrivals]) # mengambil nama-nama fase\n", " S_indexes=np.where(phase_names==\"S\") #mengambil indeks lokasi S\n", " S_index=S_indexes[0][0] # mengambil indeks lokasi S pertama kali\n", " S_arrival = arrivals[S_index].time # waktu tiba S\n", " \n", " SP_taup = S_arrival-P_arrival\n", " \n", " if SP_taup SP: {} > {}\".format(SP_taup,SP))\n", " print(\"Tetapi SP_error < SP_error_sebelumnya: {} < {}\".format(SP_error_check, SP_error))\n", " initial_distance = dist\n", " print(\"Initial distance diupdate: {}\".format(initial_distance))\n", " \n", " else:\n", " print(\"SP taup > SP: {} > {}\".format(SP_taup,SP))\n", " print(\"Initial distance tidak diupdate: {}\".format(initial_distance))\n", " \n", " \n", "print(\"Jarak yang terpilih: {}\".format(initial_distance))" ] }, { "cell_type": "markdown", "id": "7c14dc5b", "metadata": {}, "source": [ "Kita sudah mendapatkan jarak yang nilai SPnya lebih mendekati yaitu 23 derajat." ] }, { "cell_type": "markdown", "id": "dd1571e4", "metadata": {}, "source": [ "### Menentukan range tebakan jarak\n", "\n", "Kita bisa mencocokkan SP dengan kurva waktu tempuh, tetapi SP kita harus konversi dulu dalam menit:" ] }, { "cell_type": "code", "execution_count": 27, "id": "3d4336b2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4.75 4.816666666666666 4.25\n" ] } ], "source": [ "print(TATO_SP/60, PMG_SP/60, COCO_SP/60)" ] }, { "cell_type": "markdown", "id": "6592a0a2", "metadata": {}, "source": [ "dengan menggunakan Tau P kita bisa membuat kurva waktu tempuh:" ] }, { "cell_type": "code", "execution_count": 43, "id": "e408f81a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There were 23 epicentral distances without an arrival\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from obspy.taup import plot_travel_times\n", "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(figsize=(6, 6))\n", "ax = plot_travel_times(source_depth=10, phase_list=[\"P\", \"S\"],\n", " ax=ax, fig=fig, verbose=True,\n", " show=False)\n", "ax.set_title(\"Kurva Waktu Tempuh P S untuk Kedalaman 10 km\")\n", "ax.grid()" ] }, { "cell_type": "markdown", "id": "b46a3986", "metadata": {}, "source": [ "Karena S-P data kita dari 4,25 sampai 4,8, dengan melihat kurva di atas kita bisa zoom di sekitar 10 sampai 40 derajat:" ] }, { "cell_type": "code", "execution_count": 41, "id": "9e367d39", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There were 0 epicentral distances without an arrival\n" ] }, { "data": { "image/png": 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lr0EfYtS5KyJSbhJ5/B56evP4xaDALyJSIok8fq3V5j2Pn4lSPSIiJZLI46fL8ReSAr+ISBFk6sQtVsBPUOAXESmwgTpxi005fhGRAitVJ24UBf4h+u53v8t+++3H7NmzmTNnDvfff3+piyQiZaZUnbhRlOoZgvvuu48lS5bwwAMPMHz4cF555RU6OjpKXSwRKaF0ufxSdeJGiVXgj+pcydX69esZP348w4cPB2D8+PFD3qeIVK5MufxSdOJGiU2qJ3FCfvXAz/M2093RRx/N888/z957781ZZ53FnXfeOfSCikjFKrdcfpTYBP5CnJCRI0fS0tLCxRdfzIQJEzjllFNYtGjR0AsrIhWp3HL5UWKT6kmckK6ezryekNraWpqammhqauKAAw7gyiuv5LTTTsvLvkWkfFVCLj9KbAJ/IU7IE088QU1NDTNnzgSgtbWVKVOmDHm/IlLeKiWXHyU2gR/yf0La29s5++yz2bJlC8OGDWPGjBlcfPHFedu/iJSndKnjcg/2yWIV+POtsbGRe++9t9TFEJEiK1TquFgU+EVEIgx0k5Ryz+VHUeAXEUkjm5ukVFrAT4jNcE4RkcGolDH5uajowO/upS5CRuVePhGJVilj8nNRsameESNGsHHjRsaNG4eZlbo4/bg7GzduZMSIEaUuiogMoJLH5OeiYgP/pEmTWLduHS+//HLG7bZv316y4DtixAgmTZpUkmOLSHYqfUx+Lio28NfV1TFt2rQBt2tubuaggw4qQolEpBJV+pj8XFR0jl9EZKiqOZcfpWJb/CIigxW3XH4UBX4RiYU45vKjKNUjIrFQzePyB0uBX0RiIY65/ChK9YhI1XnuzdVc8fDTsc/lR1HgF5GqsrKtld9s+DndL3XHPpcfRakeEakqLRtW0OVdyuVnoBa/iFSVxoa5DLNh9NAT+1x+FAV+EalYUePyP91wNv7W7tjn8qMo8ItIRco0Ln/q8Gk0HdBU0vKVM+X4RaQiaVx+7hT4RaQiaVx+7pTqEZGyVq33vS0lBX4RKVvVfN/bUipYqsfMLjezNjNblbTuf83scTNbaWZ/NLPRhTq+iFQ+5fELo5A5/kXAsSnrbgP2d/fZwJPAVwt4fBGpcMrjF0bBUj3ufpeZTU1ZtzRpcTlwYqGOLyKVRXPlF08pc/z/DlxbwuOLSJnQXPnFZe5euJ0HLf4l7r5/yvqvA3OBBR5RADNbCCwEaGhoaFy8eHFOZWhvb2fkyJE5vbfcqC7lp1rqAaWtyx1bl3LLliU4jlHDsaOP56hRR+e8P52XwPz581vcvX9+zN0L9gCmAqtS1p0G3AfsnO1+GhsbPVfLli3L+b3lRnUpP9VSD/fS1uWhDQ/6O383199x5YH+zt/N9Yc2PDik/em8BIAVniamFjXVY2bHAl8B3u3urxfz2CJSvpTLL66CBX4zuwZoAsab2TrgmwSjeIYDt5kZwHJ3P7NQZRCR8pPpgiwF/OIo5KieD6dZfVmhjici5W+gC7KkODRXj4gUjS7IKg8K/CJSNLogqzxorh4RKQhdkFW+FPhFJO90QVZ5U6pHRPJOufzypsAvInmnXH55U6pHRIZEufzKo8AvIjlTLr8yKdUjIjlTLr8yKfCLSM6Uy69MSvWIyIB0w/PqosAvIhnphufVR6keEclIefzqo8AvIhkpj199lOoRkV4akx8PCvwiAsBzb67m60t/qTH5MaBUj4gA8Mz2p5TLjwkFfhEBYPqImcrlx4RSPSIxlC6XP3X4NOXyY0KBXyRmNL+OKNUjEjMaly8K/CIxo3H5olSPSMxoXL4o8ItUsUyTqyngx5cCv0iVGmhyNYkv5fhFqpQ6cSWKAr9IlVInrkRRqkekCmhyNRkMBX6RCqcLsmSwlOoRqXDK5ctgKfCLVDjl8mWwlOoRqRC64bnkiwK/SAXQDc8ln5TqEakAyuNLPinwi1QA5fEln5TqESmRG5/4A39beztHTn4PC2ad1LteY/Kl0BT4RUrgxif+wAXLvw3A8hfvBWDBrJM0Jl+KQqkekRL429rb0y4rly/FoMAvUgJHTn5P2mXl8qUYlOoRKYFETj81x69cvhSDAr9IgUV14s4YM5OtHVuZMWZmn+2Vy5dCU+AXKaBcOnFFCk05fpECUieulCMFfpECUieulKOCpXrM7HLgBKDN3fcP140FrgWmAs8BJ7v75kKVQaTUFsw6iXXbnmfZ2juYP/kodeJKWShki38RcGzKuvOAO9x9JnBHuCxS8W584g987rZPc+MTf+izfmVbK9c+fg0vbFvHtY9fw8q21t7XZu8+h9MP+KSCvhRdwVr87n6XmU1NWf1+oCl8fiXQDPxnocogkquokThR26brwIX0uXwFeim1Yo/qaXD39eHzl4CGqA3NbCGwEKChoYHm5uacDtje3p7ze8uN6lIc9237OzdsWgwEgfyJJ5/k0F3flXbb9vZ2rm+9rs+661uvY+z6CQDYm7XUWi3uUEMN9mItzRubC1r+XJXzORks1SWzkg3ndHc3M8/w+sXAxQBz5871pqamnI7T3NxMru8tN6pLcVx/2zV9ll8YsZampq+n3ba5uZkTZ57c2+IHOHHOyTTNagqXmnh720EVkcsv53MyWKpLZsUO/BvMbKK7rzeziUBbkY8vMqAjJ7+nN2WTWE5IN3PmjDEzqbVhdHsXtTZMF2RJ2St24L8J+ATw/fDf/yvy8UUGFDWdwsq2Vj596xl09XQyrKaO3xxzGRDk8d17wne78vhS9go5nPMago7c8Wa2DvgmQcC/zszOANYAJxfq+CJDsWDWSf06df/yzE109nQA0NnTwV+euYlDOaJ3TH7iD4LG5Eu5K+Song9HvHRUoY4pMliDGb0DlnZZY/Kl0miuHomtTMMw05k19m39l8MxasrjSyXRlA0SW1Hz6ECQz7/i4Uv7XHC1tWMrFrbya6hha8fWopRTJN/U4pfYihq9k64Td/buc2hsmEt97fA+ufxNG7eUqPQiuVPgl9iKGr2TrhM3kcpJzeU3P9pcquKL5EyBX2It3eidqE5cUC5fqoNy/CIp0nbiilQRBX6JhUyzZ6oTV+JGqR6pepluf5htJ65INVGLX6pe1LDNRCeu472duLDjgqwzD/qc7oUrVUktfql6UcM2N76xsc92ycvqxJVqNmDgN7NDgY8BhwMTgTeAVcBfgN+7uxKgUtaihm2O22l8n+1Sl0WqVcZUj5ndDHwSuJXgNooTgX2B/wJGAP9nZu8rdCFFhmrGmJk0vuXgPlMmHz/9vdTV1GMYdTX1HD/9vSUsoUjxDNTiP9XdX0lZ1w48ED5+ZGZqJklZiJpwbWVbKwtvPZ2uni6G1Qzj4mOu6E3l/OaYyzS5msROxsCfCPpmtgvwhrv3mNnewNuAm929M80fBpGiyzTh2m9XXUFXTxcAXT1d/HbVFfzwyJ8CyuVLPGU7qucuYISZ7QEsBU4FFhWqUCKDlWnCtZffeLnPa6nLInGTbeA3d38dWAD80t1PAvYrXLFEBmfM8DGRy++f8W99XktdFombbIdzWji656PAGeG62sIUSWTw1m5bE7kcNapHJK6yDfxfAL4K/NHdHzGzvYBlBSuVyCBN2Gn3jMvpJ2MTiaesAr+73wncaWY7h8vPAp8vZMFEBmPyblMyLovIDlnl+M3sUDN7FHg8XD7QzH5Z0JKJREg34dqTm5/os03qsojskG2q5yfAMcBNAO7+kJkdUahCiUSJGrYZNS2DiPSX9Vw97v68WZ8bVHTnvzgimV3x8KX9lpPz9+rAFRlYtoH/eTN7J+BmVgecAzxWuGKJpNfesS1yWR24ItnJdhz/mcBngT2AF4A5wFkFKpNIpBlj9s64LCIDyzbwz3L3j7p7g7vv7u4fA/YpZMFE0jlur+MzLovIwLIN/D/Pcp1I3vxsxYX8243H87MVF/au020RRYYuY44/vFr3ncAEM/tS0ku7oSt3pYB+tuJCfvvIFQC9/35+7pd0W0SRPBioc7ceGBlut2vS+leBEwtVKJE/Pnl9v+XPz/1S720RNZWySO4GmpY5ccXuIndfk2lbkWLRVMoiQ5PtcM5FZuapK939yDyXR2JoZVtrvxb8YZOO4ObVf+nd5rBJul5QJF+yDfznJj0fAXwQ6Mp/cSRuVra18ulbz+jN2f/mmMuYvfsc9hozA1bv2G6vMTNKV0iRKpPtJG0tKav+bmb/KEB5JGb+8sxNdPZ0ANDZ08FfnrmJ2bvPobFhLsNrR6gTV6QAsgr8ZjY2abEGaARGFaREEivPbnk27bI6cUUKJ9tUTwvggBGkeFaz44YsIjl76bX1kcvqxBUpjGxTPdMKXRCpfjc+8YfeSdTGMqHUxRGJraxn5wwnaZua/B53/20ByiRVKHU65Q+O/RBNNDFr7NtY/9qLvdvNGvu2UhVRJDayzfH/DpgOtLJjOmYHFPglK39be3uf5YdfbwXg4/ufzt3r7qLbu6i1YXx8/9NLUDqReMm2xT8X2Nfd+43lF8lG6o1SDth5DhDk8S859gp14ooUUbaBfxXwFmD9QBuKpDNjzMw+yxPr39r7XJ24IsWV7eyc44FHzexWM7sp8ShkwaQypbsfLsD3l/93n+UbNl5bzGKJSJJsW/znF7IQUh2i7ocL8MK2dX223dS1sbiFE5FeWbX43f3OdI9CF04qS2oHbvLyEXs29Xlt3532L0aRRCSNgebjv8fdDzOzbQSjeHpfAtzddyto6aSipHbgHjn5Pb3Pv3PE9wG494V7eOceh3FUz7FFL5+IBAaalvmw8N9dM203WGb2ReCTBH9MHgZOd/ft+TyGFFbyxViJdM6CWSexbtvzLFt7B/MnH9XvxueJ4A/Q3NxczOKKSJLBXMA1BtiTvhdwPTDYA5rZHsDnCYaHvmFm1wEfAhYNdl9SGlG5/JVtrVz16G/p9m6uevS3NE0+UqN1RMpQVjl+M/sOsJLgPrs/Ch8/HMJxhwE7mdkwYGfgxQG2lzISlcv/ectP6Pbg+r5u7+bnLT8pdtFEJAvZtvhPBqa7e8dQD+juL5jZD4G1wBvAUndfOtT9SvFE5fKf29p3ps3UZREpD5bNxbhmdgPwGXdvG/IBg5TRDcApwBbgD8D17v77lO0WAgsBGhoaGhcvXpzT8drb2xk5cuRQilw2yqku9237Ow+/3soBO8/h0F3fBcAv1v+Y1R07gv20+r347MQvpn1/OdVlKKqlHqC6lKuh1GX+/Pkt7t7/ZhbuPuCDYMqGF4BbgZsSj2zem2ZfJwGXJS1/HPhlpvc0NjZ6rpYtW5bze8tNKepyw+PX+WeXLvQbHr+uz/qHNjzol6+8xB/a8GCfdQcvOtAbF+3vBy86sM9rqarlvFRLPdxVl3I1lLoAKzxNTM021XMl8AOCETg9Of3p2WEtMM/MdiZI9RwFrBjiPqUAMnXiprtd4uzd53DpcYs0745Imcs28L/u7j/LxwHd/X4zux54gOCmLg8CF+dj35Jf6TpxF8w6KfJ2iaB5d0QqQbaB/24z+x5BiufNxErPYThn+L5vAt/M5b1SPNEXZFnKlqnLIlLOsg38B4X/zkta58CR+S2OlErUBVlAv/WpN0vRzVNEKku2t16cX+iCSOlkmlxtwayT+l2Bu7VjK4bhODXUsLVja3ELLCJDkvECLjP7mJlFbmNm083ssPwXS4op0+RqK9taueLhS1nZ1tq7rrFhLvW1w6m1Wupq62ls6D9aTETK10At/nHAg2bWArQALwMjgBnAu4FXgPMKWkIpuKhcfqbRO786+hKN3hGpUANN0vZTM7uIIJf/LmA2wRDMx4BT3X1t4YsohRaVy9foHZHSalmzmSXPdrDrtM00ThmTt/0OmON3927gtvAhVSpdLl+jd0RKp2XNZj562XLe7OxhyXPLueqMeXkL/tneelFiSKN3RAqvZc1mftH8NC1rNvdZv3z1Rjq6enCgs6uH5avzd9e6rKdllvjR6B2Rwkq06ju6eqgfVtOnVT9v2jjqh9XQ0dlD3bAa5k0bl7fjqsUvQPqbpGv0jkj+pGvZJ1r1Pd6/Vd84ZQxXnTGPBTPr8prmgSxb/GbWAFwAvNXdjzOzfYFD3f2yvJVESiZqHL9G74jkR1TLPtGq7+xK36pvnDKGbXvV5zXoQ/Yt/kUEM3O+NVx+EvhCXksiJZNpHP/s3edw+gGfVNAXGYKoln2iVf+lo2flvVWfSbaBf7y7X0c4M6e7dwHdBSuVFFXyTdHTLYtI9tKldBIt+1qjX8u+ccoYPts0o2hBH7Lv3H3NzMYRzM+Dmc0D1NNXJQa6SbqIZCcqpZNo2S9fvZF508YVNcink23g/xLBzJzTzezvwATgxIKVSgpiZVtr2nz9yrZWrn38Gjq7O7j28Wt0k3SRLLSs2dwvkKdL6SReS/wBKAfZTtL2gJm9G5hFcBXPE+7eWdCSSV5FTb8A0LJhBZ3dHfTQQ1dPJy0bVijwi2SQa2dtuch2VE8t8K/A1PA9R5sZ7n5hAcsmeZRp+oXGhrnU1db3/lHQsE2RQLpWPUS37MstpRMl21TPn4Ht5OfWi1IS0dMvaNimSH/ZXFyVrmVfTimdKNkG/knuPrugJZGCOn76e7np6T/1tuqPn/7ePq9r0jWJs1zy9ZXQso+SbeC/2cyOdvelBS2NFMzs3efw5Xec1zsDp4K8SGAoF1dVWsBPyDbwLwf+GN6UpZMgT+DuvlvBSiY5S3cbxZVtrfzon/9DZ3cHD254gBljZir4i1D5+fpcZBv4LwQOBR52dy9geWSIoqZf0MgdkfQpnUrP1+ci28D/PLBKQb/8pZt+YcGskzRyR2KvUi6uKoZsA/+zQLOZ3Qy8mVip4ZzlJ+o2ihq5I3Hy9JZuHml+uiIvriqGbAP/6vBRHz6kTEXdRhE0ckfioWXNZv7nn9vp8icq8uKqYsj2yt1vFbogkj/pb6MoUn2ihmF29tDnzlVxTelEyRj4zewid/+cmf2ZcIK2ZO7+voKVTAaUbvQORM/JI1JNMg3DrKuBbk8/E2acA37CQC3+jwOfA35YhLLIIESN3lnZ1spnln6Kzu4O6mrr+dXRlyj4S1XKNAzzKweP4M3RU2Lfso8yUOB/BsDd7yxCWWQQokbvaNimVJuo+XIy5exnjK6lqWlGKYpbEQYK/BPM7EtRL2pUT+lEjd7RsE2pJpnmy1HOPncDBf5aYCT9Z/iSEosavaNhm1KpBjtfDihnn6uBAv96d/92UUoikRKduHtsn0wTTb3ro0bvaNimVJpKn9++0gwU+NXSL7HkTly4l1lP7N1n/h217KXSDKZlr3ROYQwU+I8qSikkUlQnrkbvSCXKpWWvdE7+1WR60d03Fasgkl6i0zZ1Od3oHZFyl65lDzs6ar909Kw+HbhSGNlO2SAlktyJu8f2yb3LGr0j5U4zYZYvBf4KkOjEbW5u7l2n0TtSzjQTZnlT4K9gGr0j5SCX2xYq4JeWAr+I5EzDMCuTAn8FSAzbtDdrIWkcv0ixRE2boGGYlUmBv8wlD9ustVre3naQ0jtSVJmmTVBnbWVS4C9zycM23dGka1J0A+Xr1bKvPAr8ZS552GYNNRq2KQU12CGYoJZ9JVLgL3PJwzbtxVq19qVgnt7SzQ81BDMWFPgrQGLYZvPG5lIXRapEupb945u6NQQzJkoS+M1sNHApsD/BLR3/3d3vK0VZyokmXZNiiOqsfdvYWuqHdWsIZgyUqsX/U+AWdz/RzOqBnUtUjrKhSdekEAZzcdWM0bVK6cRE0QO/mY0CjgBOA3D3DqCj2OUoN7plouSbZsKUKObuxT2g2RzgYuBR4ECgBTjH3V9L2W4hsBCgoaGhcfHixTkdr729nZEjRw6lyEXx3Jur+c2Gn9Pl3QyzWj7dcDZTh0/rs02l1CUb1VKXcq7Hkmc7uOGpTpxgGt4FM+s4Ya96IOjIfXxTN28bW8uM0bVAeddlsFSXwPz581vcvf9QQHcv6gOYC3QBh4TLPwW+k+k9jY2Nnqtly5bl/N5ie2jDg375ykv8oQ0Ppn29kuoykGqpSzHrcdXyNf6xy5b7VcvX9HttxXOb/KJlT/mK5zb1WTfrG3/1vb66xGd94699XkunWs6Ju+qSAKzwNDG1FDn+dcA6d78/XL4eOK8E5Sg7mnRNolx9/1q+9qeHAbj7qVcA+MghkwHNhCmDl/FGLIXg7i8Bz5vZrHDVUQRpHxGJcPMj6yOXo25uAkHO/rNNMxT0pY+iB/7Q2cBVZrYSmANcUKJyFN3KtlauePhSVra1lrooUqauvn8tp15+P1ffv7Z33X4Td+uzTfJyorO21tAwTMlKSYZzunsrQa4/VjRkUwYSldLZdae63m0M+iwrpSODVaoWfyzpPrmSLF3LPiqlM2/aOEbUBa364XXp58tRSkeypSkbikj3yZWEqJb9fhN3612GHSkdteolnxT4i0j3yZWEdC37bFI6CviSDwr8RaYhm/Fz9f1rufmR9Ry338TeIZhRLftESkfz5UghKfCLFNBgO2uV0pFiUOAvEM20KQDXrljbb/kjh0zO2LJXSkcKTYG/ADRsM37SpXMAdt9tBLA1ZVkteyktBf4C0Eyb8ZJpOoUzj5jOssc30NUDw2qC5QS17KVUFPgLQMM2q1e6+e2j0jkQBPdrF75TLXspKwr8BaBhm9WpZc1mPnTxfXT2OHU1xuKFhwLR6ZwEteyl3OjK3QKZvfscTj/gkwr6VeQ3dz1DZ09w/4rOHuc3dz0DBOmbYeE3KTWdI1KO1OIfIo3eqU7pOms3vLq9zzaJZaVzpNIo8A+BRu9Up6jO2lPmTuahdQ/3bnfK3MnwxrOA0jlSWZTqGQJNulb5WtZs5hfNT9OyZnPvunSdtRAE/ws+cACHzxzPBR84oM+wTZFKohb/EGj0TmVL11nbOGVMxs7ajxwyWQFfKp5a/EOQGL1z5kGfU5qnAqmzVuJKLf4h0qRrlSHd+Ht11kpcKfBL1YtK6aTtrA2ps1aqmQJ/ljRss3KlS+lcfOrc3lx9ujl2RKqZAn8WNGyzMkRNlBaV0gF11ko8KfBnQZOulb9ME6VlSumIxJECfxY0bLO8DHaiNKV0RPpS4M+CJl0rHy1rNvPhS5bT2d1DXW0N13xq3oBj70EpHZFkCvxZ0rDN8nDjA+vo6O4BoKO7hxsfWEfjlDEZ570Xkb4U+FNo9E75SNdZ+/K2N/tsk1jW2HuR7CnwJ9HonfIR1Vk7frfhfbZLXtbYe5HsaMqGJJp0rTTSTZR2+b2r+2yTWP7gQZOorzUMqK81PnjQpGIWVaQqqMWfRKN3ii+qs/aNjq4+2yWWG6eM4ZpPHaqUjsgQKPAn0eid4ovqrN33raN4YcuOC632feuo3udK6YgMjQJ/Co3eKZzkztq3huueatvWZ5vEskbpiBSOAr8URWpn7Wn71tMEbHqto892iWWN0hEpnFgGfg3ZLJyo+XJufmR9n+1WbAhy9tMmjOTpl1/rXT9twsje50rpiBRG7AK/hmwWTqb5cix142CyTKV0REogdsM5NWSzcFJb9cnLaze93ue1l7cHkT+R0vnyMbO4duE71cIXKYLYBf7EkM1aq9WQzSG4+v61nHr5/Vx9/47J0Y7bb2KfbZKXj93vLX1ea9y9dsfzKWP4bNMMBX2RIoldqkdDNocuKqWzdtNrfbZLXj7vuH0AuOWRlzh2v7cwb6cNRSqtiKSKXYsfguB/+gGfVNDPQrqWfVRK55ZHXuqzPnX5vOP2ofnc+b1/BESkNKo68K9sa+WOrUtZ2dZa6qJUpETL/u6nXuFrf3q4N/iP26W+z3aJ5dR0TuqyiJSHqg38idE7t2xZwmeWfkrBPwdRLfsVz23qsz6xfN5x+3DmEXsxddzOnHnEXmrZi5Spqs3xJ0bvOK7bJebouP0m9ubwE8sAr3d099kuefm84/ZRwBcpc1Xb4k+M3jFqNHonz06eu2fGZREpb1Ub+BOjd44dfbwu0spR1NTISumIVLaqTfVAEPw3jdqioJ+jqKmRQSkdkUpWsha/mdWa2YNmtqRUZZAdvnDtg8z5zlK+cO2DveuSp0JOtywilamUqZ5zgMdKeHwJfeHaB/lT64tseb2TP7W+2Bv8zzxiOsPCT4jm0RGpHiVJ9ZjZJOB44LvAl0pRBtnh9sc2pF3W1Mgi1alUOf6fAF8Bdi3R8WMpasrkPcfszGMvbeuznKCpkUWqj7l7cQ9odgLwr+5+lpk1Aee6+wlptlsILARoaGhoXLx4cU7Ha29vZ+TIkQNvWAGGUpfm5ztZ9OiOm56ctm89TXvWAfD0lm6+e/92nGD65K8fMoIZo2vT7yhPquW8VEs9QHUpV0Opy/z581vcvd9Y9lIE/u8BpwJdwAhgN+BGd/9Y1Hvmzp3rK1bkNn1yc3MzTU1NOb233AylLof94A7WJd3DdtLoEdzzn0f1Lres2VzUlE61nJdqqQeoLuVqKHUxs7SBv+ipHnf/KvDVsFBNBC3+yKAvg5cupZPpaltQSkckTqp6HH8cRU2ZfPLcPfn1Xc/2bqerbUXiq6SB392bgeZSlqHapLva9iOHTO43H74uvhKJL7X4K1i6lM4r27b32SZ5WVfbiggo8FesqJROjfW9rXnqsohI1U7SVu2i5srXzJkiMhC1+CtAIqUzva6TpnBdajs+saxcvogMRIG/zPVJ6QB73782vLH56322S15WLl9EMlGqp8xFpXR0f1sRyZVa/GUk3SidqNsfKqUjIrlS4C8TUaN01m56rc92yctK6YhILpTqKRNRKZ1bHnmpz/rUZRGRwVLgLxOJFE7qsnL5IpJvSvWUiaiUTnIuf99dO5TaEZEhU4u/TGRK6Zx33D40nzufk2cNL3axRKQKKfCXCaV0RKRYlOopsqgbnmh4pogUiwJ/EbWs2cxHL1tOR1cP9cNquOqMef2CvwK+iBSaUj1FtHz1Rjq6euhx6OzqYfnqjaUukojEkAJ/Ec2bNo76YTXUGtQNq2HetHGlLpKIxJBSPQWSLpffOGUMV50xr6g3NRcRSaXAXwCZcvm6qbmIlJpSPQWgXL6IlDMF/iFqWbOZXzQ/Tcuazb3rlMsXkXKmVM8QRKV0lMsXkXKmwD8E6VI6yuWLSLlTqmcIlNIRkUqkFn+WNDxTRKqFAn8WNDxTRKqJUj1Z0PBMEakmCvxZUC5fRKqJUj0plMsXkWqnwJ9EuXwRiQOlepIoly8icRDLwJ9umgVQLl9E4iF2qZ6B0jnK5YtItYtd4M80zQIoly8i1S92qR6lc0Qk7qq6xd+yZjNLnu1g12mblc4REQlVbeBP5PLf7OxhyXPLNTRTRCRUtameRC7f0dBMEZFkVRv4E7n8GpTLFxFJVrWBP5HLXzCzrk+aR0Qk7qo2xw9B8N+2V72CvohIkqpt8YuISHoK/CIiMaPALyISM0UP/Ga2p5ktM7NHzewRMzun2GUQEYmzUnTudgH/4e4PmNmuQIuZ3ebuj5agLCIisVP0Fr+7r3f3B8Ln24DHgD2KXQ4Rkbgydy/dwc2mAncB+7v7qymvLQQWAjQ0NDQuXrw4p2O0t7czcuTIIZa0PKgu5ada6gGqS7kaSl3mz5/f4u5z+73g7iV5ACOBFmDBQNs2NjZ6rpYtW5bze8uN6lJ+qqUe7qpLuRpKXYAVniamlmRUj5nVATcAV7n7jaUog4hIXJViVI8BlwGPufuFxT6+iEjclaLF/y7gVOBIM2sNH/9agnKIiMRSSTt3s2VmLwNrcnz7eOCVPBanlFSX8lMt9QDVpVwNpS5T3H1C6sqKCPxDYWYrPF2vdgVSXcpPtdQDVJdyVYi6aMoGEZGYUeAXEYmZOAT+i0tdgDxSXcpPtdQDVJdylfe6VH2OX0RE+opDi19ERJJUVeA3s8vNrM3MViWtG2tmt5nZU+G/FXEfxoi6nG9mL1TS9Q9R03BX4nnJUJdKPC8jzOwfZvZQWJdvheunmdn9Zva0mV1rZvWlLmsmGeqxyMxWJ52TOSUuatbMrNbMHjSzJeFy3s9JVQV+YBFwbMq684A73H0mcEe4XAkW0b8uAD929znh469FLlMuEtNw7wvMAz5rZvtSmeclqi5QeeflTeBIdz8QmAMca2bzgB8Q1GUGsBk4o3RFzEpUPQC+nHROWktVwBycQzBrcULez0lVBX53vwvYlLL6/cCV4fMrgQ8Us0y5iqhLxfHoabgr7rxkqEvFCefwag8X68KHA0cC14fry/68ZKhHRTKzScDxwKXhslGAc1JVgT9Cg7uvD5+/BDSUsjB58DkzWxmmgso+PZIsnIb7IOB+Kvy8pNQFKvC8hCmFVqANuA14Btji7l3hJuuogD9sqfVw98Q5+W54Tn5sZsNLV8JB+QnwFaAnXB5HAc5JHAJ/r3Ca0optDQC/AqYT/KRdD/yopKUZBDMbSTAj6xc85d4LlXZe0tSlIs+Lu3e7+xxgEvAO4G2lLVFuUuthZvsDXyWoz8HAWOA/S1fC7JjZCUCbu7cU+lhxCPwbzGwiQPhvW4nLkzN33xB+yHuASwi+rGUvYhruijwv6epSqeclwd23AMuAQ4HRZpa4Jesk4IVSlWuwkupxbJiWc3d/E7iCyjgn7wLeZ2bPAYsJUjw/pQDnJA6B/ybgE+HzTwD/V8KyDEkiUIb+DVgVtW25yDANd8Wdl6i6VOh5mWBmo8PnOwH/QtBnsQw4Mdys7M9LRD0eT2pUGEFOvOzPibt/1d0nuftU4EPA39z9oxTgnFTVBVxmdg3QRDCb3Qbgm8CfgOuAyQQzfJ7s7mXfaRpRlyaCdIIDzwGfTsqTlyUzOwy4G3iYHXnLrxHkxivqvGSoy4epvPMym6CjsJagAXidu3/bzPYiaG2OBR4EPha2mstShnr8DZgAGNAKnJnUCVz2zKwJONfdTyjEOamqwC8iIgOLQ6pHRESSKPCLiMSMAr+ISMwo8IuIxIwCv4hIzCjwS1kws+5wFsVHwpkW/8PMasLX5prZzzK8d6qZfaR4pe13/J3M7E4zq03z2iIzOzHd+0rFzG6vlGklpDAU+KVcvBHOorgfwUU4xxFcu4C7r3D3z2d471SgZIEf+HfgRnfvLtQBkq7czIffAWflcX9SYRT4pey4exuwkGDiMzOzpqS5yd+dNMf6g2a2K/B94PBw3RfDXwB3m9kD4eOd4XubzKzZzK43s8fN7Krwyk7M7GAzuzf8tfEPM9s1nPzrf83sn+FkX5+OKPJHCa+mDMt7kZk9YWa3A7snNjKzxvCXQYuZ3Zp0denB4f5bw+OtCtefZmY3hRcj3WFmu4STwP0jrPv7w+3SltPMJprZXeF+V5nZ4WFRbiK46Eziyt310KPkD6A9zbotBLN2NgFLwnV/Bt4VPh8JDEt+PVy/MzAifD4TWBE+bwK2Esx3UgPcBxwG1APPAgeH2+0W7nch8F/huuHACmBaShnrgZeSlhcQzHRZC7w1rMOJBNMF3wtMCLc7Bbg8fL4KODR8/n1gVfj8NILZGMeGyxcQXLUJMBp4EtglqpzAfwBfD9fXArsmlfMpYFypz7sepXnk8+ejSDH8HbjQzK4iSK+sCxvtyeqAiyy461I3sHfSa/9w93UAFkzlO5Xgj8F6d/8ngIezh5rZ0cDspBz9KII/JKuT9jeeILgnHAFc40Ha58WwtQ4wC9gfuC0sby2wPpxnZld3vy/c7mrghKT93eY7prI4mmASr3PD5REEU15ElfOfwOUWTCz3J+97M5I2gj9MG5HYUeCXshTOT9JNEKD2Sax39++b2V+AfwX+bmbHpHn7FwnmNzqQoGW/Pem15DlOusn8HTDgbHe/NcM2bxAE4IEY8Ii7H9pnZTjBWAavpezjg+7+RMo+IstpZkcQ3NhjkZld6O6/DV8aEZZdYkg5fik7ZjYB+DVwkbt7ymvT3f1hd/8BQYv2bcA2YNekzUYRtOB7gFMJWteZPAFMNLODw2PsGnam3gp8JmwxY2Z7m9kuyW90981ArZklgv9dwClh3n0iMD/pGBPM7NBwX3Vmtp8HUwlvM7NDwu0+lKGctwJnJ/VLHJS0vl85zWwKsMHdLyG4o9Pbw9cNeAvBhHISQ2rxS7nYKUy91BHc2/Z3wIVptvuCmc0nmB3zEeDm8Hm3mT1EcK/iXwI3mNnHgVvo22rux907zOwU4OcWTO37BvAegmA5FXggDJYvk/62d0sJ+gpuB/5IMI/6o8Bagn6ExDFOBH5mZqMIvns/CetwBnCJmfUAdxKkntL5TvielRYMdV1NkBaKKmcT8GUz6wTagY+H+2kElvuOuzpJzGh2TpEhMrO3A19091NzfP9ID6cMNrPzgInufk4+y5hyvJ8CN7n7HYU6hpQ3tfhFhsjdHzCzZWZW67mN5T/ezL5K8H1cQzCap5BWKejHm1r8IiIxo85dEZGYUeAXEYkZBX4RkZhR4BcRiRkFfhGRmFHgFxGJmf8P+bvvyyoneB0AAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "ax = plot_travel_times(source_depth=10, phase_list=[\"P\", \"S\"],\n", " ax=ax, fig=fig, verbose=True, min_degrees=10, max_degrees=40, #zoom\n", " show=False)\n", "ax.set_title(\"Kurva Waktu Tempuh P S untuk Kedalaman 10 km\")\n", "ax.grid()" ] }, { "cell_type": "markdown", "id": "2a784793", "metadata": {}, "source": [ "dari kurva *zoom* di atas kita kemudian memilih *range* tebakan dari 20 sampai 30 derajat." ] }, { "cell_type": "markdown", "id": "c7b555b3", "metadata": {}, "source": [ "### Implementasi untuk mencari jarak stasiun-gempa yang benar\n", "\n", "Untuk mencari jarak yang tepat di setiap stasiun kita menambahkan satu *for* loop lagi dan jangkauan tebakan dari 20 sampai 30 derajat dengan lompatan yang lebih halus yaitu 0,1:" ] }, { "cell_type": "code", "execution_count": 22, "id": "13382830", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[27.900000000000112, 28.500000000000121, 23.50000000000005]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "distance_list=np.arange(20,30,0.1)\n", "station_SP_list=[TATO_SP,PMG_SP,COCO_SP]\n", "\n", "sta_distance_list=[]\n", "for sta_SP in station_SP_list:\n", " initial_distance=distance_list[0]\n", " for dist in distance_list:\n", " arrivals = model.get_travel_times(source_depth_in_km=depth,\n", " distance_in_degree=dist,\n", " phase_list=[\"P\",\"S\"])\n", " P_arrival = arrivals[0].time\n", "\n", " # waktu tiba S harus sedikit hati-hari karena bisa ada banyak P dan S\n", " phase_names=np.array([arr.name for arr in arrivals]) # mengambil nama-nama fase\n", " S_indexes=np.where(phase_names==\"S\") #mengambil indeks lokasi S\n", " S_index=S_indexes[0][0] # mengambil indeks lokasi S pertama kali\n", " S_arrival = arrivals[S_index].time # waktu tiba S\n", "\n", " SP_taup = S_arrival-P_arrival\n", "\n", " if SP_taup" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# koordinat stasiun\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "#list nama stasiun\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "figure, ax = plt.subplots()\n", "\n", "ax.set_aspect(1) #agar proporsi x dan y sama\n", "\n", "# plot lingkaran dan titik\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\") #titik stasiun\n", " draw_circle =plt.Circle(sta, rad, fill=False) #lingkaran\n", " ax.add_artist(draw_circle) #lingkatan\n", " ax.annotate(nsta, sta) # nama stasiun\n", "\n", "\n", "ax.set_title('Episenter Metode Lingkaran Gempa Mamuju M6,2')\n", "ax.set_xlim(70,180)\n", "ax.set_ylim(-40,60)\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dda0a105", "metadata": {}, "source": [ "### Mengeplot hasil dengan `cartopy` " ] }, { "cell_type": "code", "execution_count": 64, "id": "4b7e15e3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/anangsahroni/Environments/envgeneral/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:324: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n", " warnings.warn('The .xlabels_top attribute is deprecated. Please '\n", "/home/anangsahroni/Environments/envgeneral/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:360: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n", " warnings.warn('The .ylabels_right attribute is deprecated. Please '\n" ] }, { "data": { "image/png": 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ckMFSRuFTwBpDjLLj5Sy7XEgRo82ycLgo9i2z7koeTt9JYK2QGCSkiE/y3focmYWOkCN9jCcpTSqxjo2eKq9xvJ3S2AqrNGSDQhF8JptMyhFLRCVJdw/qapn00FqRElhjy7NQ2KLoUjyVWMBozerKaGlZY0woLVZ5NmsxRnbVnBKrqyPmXU/0AR8CzhixqqWgurEx4ZJ7ng8Z5vMOjOLokQ127VpjNBpIbSUn+j6UdZFKtiqgMgyHDVprrNLyPBD3ua5dqbNJ1i3nRF1VGOsgx+0icJSkyGzeUVWW2KdS/1LLdPPW1lyygdowGJU4JMoijJJRYNeONcmkxYy2WpQNhdaZ3oc7rig5SzZKLYokWZMVRFTJPRf/nUQqcAayBLlyAKnqTn2mi4EQe0L0xNgSSu1BCvKS4VlU2WWdZnyImKzYCrPiJ2vJ6yuJB3wIoMVyWa0xyiwDOK0089iL+c6JmMdszKdkwBpDZS2VsSVOkqA7Zw9aFpWR/Da6+NzKyINWIGlWreUaYqQLnnkMzEPHNPR0JS5JWaxfzhlVFm9I4HJm7nsymdpUOK0xGJRJ+BxpY8SQ0SExHjRkyk6tNNNZhzaKzc0pa+tjckr0Sa4HFlk8KYCmlGgGtbgmRpNywmjD+tqYmCATGI4autazMhowm3eyEQzkPtZ1xXTWUlUV7azHOkNMico6dqytyPNdFIGLAkjNxxOK9ayKQqaciCjqEh/Awv0GUKyuDJfZsoWH0hdlSinhfWQwqGWTS1GSNTkvC8117RgNG1QpBi+QFyFAnyy2HhGy5vimwidLSJL07vqOma+Z9Gt3XFFShlncThEqJQ7Vwn1Y1B0SUsVNmbLYFZG8tESTTlyQEHty6ojJi9lE4YuCpJzIOZZ6RiIRiVqRksWil1XvRfYlZcnydMmTAWcMVolFWTh9xmgprOVETkM2u1l5eE5cJWXQShZQF7zs/llqEVobqSnkjC7HqoyVYFNblBI3TWnIWiAdgUQbA13o6ZO4kAvRxaq5xYJSklpVLGopvtxfCjQkE2OgnU2kLtCL7++0YT7pGA4a2uDZOj5lOGyWPrpC0uG6LE4Uy80hlWC5eJQYrcWlDImmqSBD24pv39QV1mjWVobUpcg6nc0ZFVevchZrLZ3v8W3HaNTgjEUVVMYiW+ZKPOD0YqkJEkKVImalNSDut7OScBGvYjsztXCTFkmTBcgmpyxJh9qI+13urS/Woes9MWuSMlRNpp9NqYCV0ZgjM8ctGzWTboSPZ8YGn1ZRQs4c6EUxFtkJSFikCGUo/i8KnxHlKIs4pUxKkZgzW2FGii0x+VKzUIBAJVLxT1OKhBQgJ3IWN4YkO7pW8vCN0hhtZJdCFqnJGp9kV5/4eTlWLu6RwFWUVgxzZBparDH0OWKiPKyUBRfVx4CPQXBVToJlk3TJzChMcpg+UzkvNQVtBHqtYOZ75r5jFjzz0C8LiUsp6fBF0D4o9ygu3Kss8BCDJaOJORBixOdEDEXhVMYoDSljak2kZ2vu0TWE2JL6hAqZuqpQvvjsSSzhie6kVrJQ521LztUy4RFToh5UNINasGJesmeDYc1gUInrpgSh4KxFmVI3yYpxMyBFsSCim4pKS/o+k0kh44aSml8seskwZuZtD5ilGyzuvUYpJa6zMYxGTgrNXYfWEptYK8kJrSXgX8RxWivqWmIroxWh76lswnfQ1KZk+SJ7RomR89x4vOHA1uCM1fkzW5RF2kwtMjFJgnUleXAt3lb5kttKkmOPDx06OdruOGmhBEi+W0FJCYslkQyipBDFx4UcfXF/QEeD0wajDSlbCdbLg18EdsZojJViHJSCH5BipsmZme+gY3tH00rMeNn7U8nU2FTeExRWG5LWpByZdgPCbCCgwJww9jiYOSEmsVDJE3MmqxKg5UXtQMsCZRsuoxVoNEovkAsSP8Wc5VgxEIqvvxDJVidU1qjysgaslvtRDy1BByosToNRmi4HbDb0vUcrjRLNEmtZalqSGZTCpNYaHyTWCCEu4xmtFYOmlsRL70sWSxIaIUQOHTnOyuqQuqqIPmEMOCvJjqxEASpnSTlL+hrou355P7YmswItMoTOE2IGZdAxYrS4WkZTQKuGwaBepuhtSQoEHwklx6p1UTRrJEZLCaUUXR9pu0DEgLKsNx3eJ47Mx3dcUTK6QC9KgQ2ISj6igAConDG51GlLUE8K5CwLXgNZObQRN0cpUz4fIEUJ6FMkhCB+bEyEuMBESf5RaVAx0eJRudQgtEKhl3AOrbSAHck4Y8UF05oExBzIEToSypQrT0pctbJYUi74C6WXaWypNEudxSRF7eYolWn7IaY6jKcnhJIOTrEs5OIgFpdnAWXJeVHQlO/Vh0DQJ6CksyRFcs6E8vci42a0WMdFXStkOVeOiZAzSsnCM14U0inDwDoGxrFSDZaJiNm0I/jAYDCAlMhIRipnsM4waGqs09S6oqlrvPccObLBjp1rcnZjGDq7zPrFUgC0zrJ39zqmoK5r53BOUF/Wwmw6F5S0koLy1rSTFD7iRuVsGQ6aAguydBlu2Rqy2VbsGPXsaDrGzqOUxB2Vs9v3pgBcxZVf3MuM9xLwd61HW0fnFW3UbLWGg5sNmAGCToqEqKUedEcVBdIJdY8sPnQ5YM7yWk5RFmLyKGIx8WW7Kxkna0csyvNKLdKBHQlf0sNJsh4pElIqcHcp2JELXmqR681ZKtJK3CrXG6wTt2yhzForlLFLmIxRVly1xaoswf8CsiLp6IXFXKSVFUppwUHFRExOHqtpqatA1pKxWxTPdAn0BbqSlzWYbZFYbnFvuhQwOS2BpAsFWUBeOOF6FkpbVE7SwCW7uIDHLAJrlGDpUpb0slGanB2NddhKCpwpRkmVx4StHEeOHGfP7h3EGDl8eMpo2FDVjq7zrK+vSPE0JpwzxBDxITKZzEApaucwVstCV5S2AXGLtRZ3aNb1zLokMdU8kbNmHmrGg5phDVkllK0IMTOZJw5tJg7OBlirGVcTrAqSMEgRa83SrQRKmUEsX0qllUFJz1NUNfPO0eWGja6mTzWtLyDIpMCffvWfvaLkhMszqWqU6noKC2RtiUGSlzx0CYLlAYPWFq1sMXt9iR3kPVKPKNYkhuWDCCGwDU5MRaGkbpHLIlhkxbQGsgDlBAipUUajraBYLRmnHVaZExRGcvGy4+ttxZV1yRJ2r8StiynT4ckho+hRJb2pNCUVnkqMIyhgDcuq/q33p4woAshn+xhLsVaVwJalCxhLJS/nBMWaqHL8kiYsWKq8tCwLSM2J/TMJiBQAaIQcMm3oWF9bKRsPVJVldXVM2/Wi6CnR95627YtLKzGFLW5UXVfE1LK6NpZUfEEQo1WB1mu00aVYmJnOA0eO98xVw9F+L4m6BLuKY1MY+shaOsjNxxLHZ4bj7QifGzKGHU1HbaCuNDl56soRYmQy7dFa0fdhGXPN5h6tDRHpezo4cczYQ0xuWfAGxR2VM7hemWm7BWQWEJSU03YcksujzbLStFJL3z8lTyJgc0XX9wWKnogxlJ6BxVJS4ouajC0PilL4yxmCTvR9T0x+qTxKSdwB0i+RQxKrE5MEstawgOHHUiDLOUuwvvjiJSGw8JcWmZSUEknJ4lrAThZGfZF6RpXGpZQIUTJl5BMwYUnStEabch8paWKpN5AzIQViUqWyXSxbSYumRVpKKcHClY5tRZYFz+I4yL1XS3Mjz6BcS4ZS6A0QEwNX0/Ze6joRtHLLj0p9KzIeD4FM3/XEPlNXjso42l5QuJ2finvnLBiN7wQiklOiL8G6dY629Uy7xPG54rDfTc8uMtUyM7WQ1huGUXHj5k7aYFHAuA6M6549455BrTEaurZn1veyZPWQybSn7xVVVTFwkUkfyHbAxIvL1qWBbPDnSE4fzKfEtJ2UIuJil4McQ+nFyJLlKB2K1mgqazGmhhIsLgKuXNyKbdGgJJhVWZO1wKQNqcBJIMe4hEnEuNxTca6kZhep1mxK7cAvzXLwAWON7G5asaoS0/l86SJ5LUotsRMsFFAhPSWLhiqgpJxPvC+59IPIxWnET3dW4rAl6m/hjuWET2xbxmIjFptMzhpiKrdEbe8hZHLMSPpPnbTIFnHQcqXLi/LRsmMrxKL0CHI2l5S2TwlrpU407wM+R0LOpUYmGa/Dm1usrI3IKdC2UqTNSeKlnBVz7+lDlGayUrPRWgCXg9GIQ8daNvwOpnkPmepWbugJ9zIrUtbMvGNUBfaMZjRmhrUGHzWHNiIzb9hsd1HX4lJtto4QZevWCtYGPSnB1qQq1uOOW45PJqdVlEc94lGstXtOfrHELCf5FsW0E0H5xUMs0OtkWJ3vKh/Nyw8uPx45hZQFRCbbTB5n8mi7KrG8Ddsb6Ul/w63emBVONZwf7739ejxxsS2W1clf6TZfdPHV8yKGkM8ZrdBZo7xavm2RHl5uFCdcvc01u9t73fpqt6/tJL084Vup237ilCHowroBWSm6DF4pWq1RashkKkfpe8WNN2lgWJC5mqPHdbneEUcOl3aIEidtb0xlc2LRLiE9++SIVkM2p5DygEE21PnYqb/nCWLx7GM/JmT8RqJLmZAzMS36NCKGCWEuP63c+gBbUqpYP+1Z7pycVlH+9u/fxRc8/WGgTPGjEznFpa6cLNuAOPFVBcu0w1/IRn2w3OxU3KdSc8mLHXUbyZtzkpil7wmhlwp+8AXGUM6TC55Mn9BmesKOpReuzCINBVw6fjAf2fqHki2T9xst1saUZi9VUMEUGE0KEVIu+LC8TGGDpD6byjGuB6w1Q4aukaYwMpO2ld6ZHOhJ9NEjzZASv+yaX8qh6qPLNKbEYmmJORNDsQ1bl6+RlylmvajJUPrQF5tPSsvPG6WprZN6hrE0pqYxllHT4LLG58yBmyrUeMakrZl2q2S9Tsp2G1mhFl0nurwmTWYoyGrbrVEEUthk3ESsqdhsJa2OMvRBg3KnsCiiXDuHPXZ+lAsurIgpcPz4jKPdiK24p9S5tnHnn0o5i8YttiEKWYJhCnx5aSFKc06K8sgC8natFFlH2nYLpY0E+CXblHMkx0hOvtROiluXpEFrAVNPKQKSl9cFrpJyyR4tIvvljit92gvs0yKdutjRF5mjhXuTcyInqXobYzCmBOKx4JVK++3iFKbUcUzJ9lTWSirUumWGygeP1QbjDHgF3tO4AcZI+3BGNpK1ekAuqWMfA0krrJbjWWUwCnwfiGR0KRjmpTuoCCnho7ia8kjiSQombpjszLkPNIMK4xZIBEvvMylrjk120aYdoB3cpui2gLcuV8IpLVjKBsw6E69QQW6yL0tjW59O/mRtExeuzdk58hy8GYzq2H/wKJtxJ1vpvE8L5ThRzqAoCqfVsldksdvn6G/jty9qLSovWEdKMKwyfedRyi93cNlFBfmZoqcPJX7JsdQZtplLFluqgOAo0IxMSmaZLi3/lcuQ3y+C44UFWNQhoEQ6pXayeBzxhJhjuSiz5Omt0tTOYI2ABG2pCUntxuJzXMZFGU3lHCkmajdk7ltGgyHWGXLM+BSZtYaVZoU+SdrTJ2kvaKylto7aOjQK7wJdJyQSKWem3ZzN+UxiMaep64YIkhgo6fMQ43aPewZUpqmqUjXX9B5mk8T+zUyTLC17bxNg315ZpPzPJLWNEqhXnvVhYFwnaps5pDL79x+gqsas2hG5a5l0NTmbMx7z7pIzoIdhpTbLECQnyFYRoiXEACgSGq2kJ3uxfUh9QQI8FVVBvBYXK6vlwk9aIBDOQNaCSI5JquWq/Fud4LMvAniBsiy9Ocn0IK2niwA55e2o4NauYjxBybfZVCDksEiClayVpqkcw7qmqWpqW0mBK0axKpXDGVeKkpocTwjUE6yMB+wcjdjamrO1MWHfnp2knJnFTOoSq8OBKEqMBJNKv4pGJ0n5uqyxVYMzQiixWg9pbEVEOiX9orPSmNLCkEhaqvHGWJw2OGMLBsuxsRGYzGEazyepMQ1H77SSnJ2Im7V7NGfnsKc2PY3LOCP5/hgDTa1YW2sI2TP3DvKnFzfjaRXFGsOO1dH2C2XFpSQwixSTEEMASgt7x+JtofRu6C3NsBoUAgaprFot3W+ZSLaWnLbhFLm00uaUSluuIsdFvULeo1m0lKoT/hbQny8pykU/ekzba0F2PseicElBm2XySRk5oyVmqaxjZTBiVDesNANBG5PxfcQYRe0qQS1bw3za0YVA23Y0TcXA1UwnLRubW+xYX2Xf7p0En5jM56AqqtrRdp5qYKVgil52HRpnCYiFCyHSz6QNQFMKoL304Kw2FTFIBbon0kdPqmCkBwL10FJg1NlycP+cNu8AdxFZS7X+1ImUcy/ORPaO5+wezhlUEa08IXpChOMbE7wfs3PngI3JhLabM+8CIHwJd0UG647IGSyKZm08ImdNjAbjIro4PKkowsJVWpj6yGKxC1y9m8kxfAik2EmxUOVCNODKYs7EHGGZKZImH6sL+jdJLcWHQCi9Cc5KG7AqsYNSwr2Vc0/UCZ0knsq6BLhKYY3F2p1otZMcN+njhJg2t79w3k4EKBTDpqa2DnxmczrFOsENzeZz9uzZgaohhshkc0YfPDiDcZasodeBft6zsnNMzrDZzsgK5rknpMihyXFpSZ0qnHViJdH0qfRFRClQhpwIBCIJg6XvPM46nNE4bRkOxD0xuae2lmgEHmNQONMwnQaOH+3o2IcdXIgqrQh3p6zUkZ0jz7BOOBPpWk/bd2xNZhw8fJxhPeYfPvhh9u67hKDPo8sVAmb79LEqpyeXUIrKCo2LcieAGct9lmC5uDossEqLbIwowNEjhl0rQ3zo8cGQU6EmM3oZb4ToaftA530JeBPaysJuqgqtjRScupbZfL4s3qGkgUkrhY+Brvd0PuDDdkHTaoM2agn51tqjaIlM0CqekDEqsYzSpBQx1hIiTOaeduoYrVzBnvoIRvUMx42A8kJmMplRNzWjUcW07Zh2c2kgC3Kfom+pqxofCvw+Riql8A5ilh6TPvYYpUp+IjGd96gsPSjLWE2BDh6FwveBFs2wENZpbQg5Mpm3aKsFTBkdh45F2n4vpt6D1dVZxxLnUhSZYeWpbUKbyNbWhK3pjI2tCdOuZdd56/gtzc7d57E5c/hqhYxbprgXIoDZtEQW391yBhYWRWPt0ofXp/AbsxFqnq6zTGeWmAy7ViagE5jMhoaVYUWIlhjCksamdK5IT0GQpo6chOmw9Z7eK6IXiMfasME0tlTYFVuzGT4FwjyilDBFpiAAwRBLbLSodOtIUzcopRg0jpw6QjwIOqFKAS2e0C+vlJbefGvJyjJvHVFdhLEDeu/ZOHqYiy7aQ9f2jIYDdu5Zx8fAZN7S5Z5oM0ELJN0oTWcS836GD760BGcsiS4GTFaQVYECZWmFNYYUUrHci3qIEESgwKmFTYcuebamM2bzHuskM9lOA1o7QtpD4kJs0yC8YTNyrlHqrBKd51QUmRQTvg1gFV0IBJXYfd5OUpb25VkLqnJYk5eEiydKzonJ5hGGYwFfSh3r7lOY0/fMK0WtpX98UXs4sRmpPEpizhinqMbiFhltQWWyEVet0haScOoK3FlimBwLBCQlUHkbJxSh6wK5T1hlWKnHGK0YVDU5ZmIKTGeBeS+unCJTW0fjHEkbYo6owuYogMpcrKMrCgR9iEQ7xMdj0rJawhZtDcZYrBoQQ4UP57OydjGkGzh6/AiXXLyPppZmpGgym/MZve/poqf1PckoUqHz0VoRe0l3k4UPQFvDMFNIHCQmWRAdaK2JviMF2TmN1VhlcVS4WtoMnJY+oRgjs66l7XvarsdleU5GC0i0nx4gMwMzAnMJ0gVTKq0nFUAXsqjYnFurkxGYio8ZbYQbLcXIrvV1ui7RMSTlir6+GmNqUjSnPL3WhpX13ZyiInu3yBm3F7NA07LIXAkocFkJVwpDJunCAplgwS0o/06CPUqCz4o5kRYwNa3RqbQSxxLEb+d56VJCz1uc2WR9ZYXKVTAAn6UbsS/4JItBIwwnTTOUfgmVoS5wk9LvkmKirh3GWZpK04V1YkjEOCMiMYGxFp0b5lPou3VWd5xPioc4tvkxLr5wjZg9h49tsr5jjRASPYGWgCeCMwLsTAmiuG8xRlrvZYnGCAX42be9WOlSPEwxlmyapnYV2hnIClXQK6EPZJOIGrq+pw8Bn4OczymigcpaHIq+mzHdmrO2I9H5CVZpYhzhKkdjp4ToSTECKwjnlpaKiQrEonDnThRTb/FR41RmNpnjrGM2i/TJccyvsoZBmZXCeXyaIy2LMp9mrhew9BWV0mgFc6+pbMbYAn3PgiHSJZjPpZ89Z/DBAn7ZcmpKKjSlSIyZrDN2UQRLmdb3hBTwPko/fMp4BW3omPeOzntiCoWIYLtSnZFdVpWmI2csde1o6oqkMluTGXikjtFFTGOxRmHNjOAqIeCOCZuAbJhNB+S8i/Xdl6DYQqej7NwzIhLpc2KwMsTnEj8oZPfHCm+V0mR9IqdxRGfKZpDo5j2xiRw/JkkEozVVbYUWyCiMFcWojcU6SWqYhRuJxFJV7cBKoTQkCc1zkhqX0hbnNIOhpu82aQZDcroBbSwmS79HbS3YGt31KHUEa8Y0riVnmHbr57zY1weDj5agLU0zJPvE8eNwZKZxg1Vgek7PB5BSQFEa9M6BnAFmT4FRW2HP0LAyYAljAJZ/5+J/S7OWIpbslgLZ7xVYKzWQkAxBhWXWLJYFD0Lc4L1wYTkjrlrwkeNbEzKavu2l3pHELROXMBeqnCAsHqUJaW04RinFUNe0m47dw3Umkxnei7IZIzQ1ORm0ruh78GGFariPGFpifz3JHyTElrpSqHGF0Y007BaTqqT4g0oZi6Jxjs3jUz7y4Ru5/kOf4IaP7+fYkeMcPbzJxrEJfed5xU//ND/z4l+R+1bSvSll1naMWds5ZseuNc67YDdXXH1PrrzvJVx4/u4C7pQyVAwaHUxRUkUXIjoLODMr6GYdvg/UjcOZRFQR72cYU6GoyLklpo6cR6g8xyqNtVNggPGZcHp20dstIWkmfU1tOjSKLmW22IMZ1mJF7gJFkaJxj1bVCZbojssZsl5CFLdIJwoe6mTi5e1/q8LNu6AfyiglkI1Y0r7StipKlrImei+FsyC8XotW3EFVoVA458o4CE3oI953oBS1tbjGLpuuQop0xZWBgnAVMC6NrWhGFQcnhqEbsuVnHN3cwFpNNaxBVaTkSHmFxF6qxhL9x0h+E1dlrEsMh4acS3txjMy7DhtM4QP2bB2f8P6//1fe//f/yvUf+jjzWcfl974Hl155EQ962FWM1wcMxwOGqwPcwHG+3cdLf+X7yFnI2Po+0E1bISPfmDDbajl+eIu//av384Zf+iNm05bL7n0xD/q8q3jkFzyAe1y6jwS4bIhBY3PEe4kHfbE8SyofLXwHwqAT6fs5WjsqN0AFUKon4wi+Z0EDKxDDcyvT3rDeOPqkOTaHmG8LuT+XYowTVPYprGPOmeBbrGvOOiFwxvSwLU1Fqtz0VGAhulTST/WZRfvr4g0FT0fWEsR33tN2HfOuE06sGGm7jr73GDTWaBpXMx4OiX2inbTUxjJcW8c5S+gCVS390ArwRGZ9y6yVQDh0EWOlA7LteipX4QM0Zic71nvqUU3X9yVbp8i5wdqKmPajc0flOupRQyqxUIixsNYnur7HWMPh/cd437s+wD9c+0FuvuEgD3/U/fjiL34Ez33u13HRPc4jkOiDp/dCQdr5nt57vA/oqISfKqZlunwwahiuDGguOQ9nHcOmkZEVVcVsa871//Zx3vt3H+Clz30tOcNDHn1fHvTIq7jkiguYtz2mFqrYbt4x2+wYrwxKn4g8AK0V87bDaodprMD10EQuJgWDDz2ZnpRbwJ71Ajo7UXRBcdNGog8Wn1e4O+KMRdv5qcS65nYd64xYrwULo4LiiklOf4mzQrEc8VYq6Vrp0hgFiojTlqQSXYy0vmfWtmxOJMUbY5RKtI8YZakrIz3fVcXKyhinLXkt4pqKyWTGbNbhuwIezAJ3MUqxYzBm4Cq8FyK7YS03IkfQtSBZnQmMhgNcsLSVpes9RgVSnGF1j9GGwcDhbE0fe6atpw2evvdLyMiH/+lj/M1b388NH93PYx7/EL7hWV/Fox/1YNbGI5rKFfILgZi0GGqdaHRFrKUhbNZ1+GOaAY4u9XRJYIfGGAaVYzQYUFcVdVPhjFitlfFOLrp4L1/0hM+jfX7HB/7lo7zzr97Pr73y/wLwqCc+mEc+/kGkytLNWuphLcmO4tJZqzFaSyeo0rRdh9YVdTKgahKl5zzN8H4/1eCeKHVugvoF1s4nh4+7WC6eT0EtZCF3ZBM466S6FN/LjIxFb20ZCyAgxe13aoTHSTJmaUllmjIELYwfThu6WV+maIFLppCzrRBaT2UcI9NgjOLQkQm2h+gTK6Od+Gofqzs8u8YBVCR4T9/3pf4SqGoBFyoUg5WG2bzHmcSg9qRUUVlD7Sy+ifjeE3yUYUSVDB3qkyfNJXUdYmQ6m/Ouv/gH3vnn72VtxwqP+/LP4zkv/kbWV1ZYHw7ZuTamsRXOyTlRUCVHYwXMuEQykJl1LTdvGMbNiDwTImrrDHVVsTYYMR4Pl4z8i0bH2jqsNsSc0Epzj3tdwJOvWeVxT344//pPH+Edb3k/b/m9d/KgR17FFz/5EaRxpnIOV1XkCFXjCmQ9E4I8qxAQGp3SRZlyj/ct4MmpFTTxORBBaHu0qc9JrPCpkjMqyolDOBeEb3ACul2xtDrLzAzimqmsl/WLlIVry1pDrS2tUexaH6Jtout6VncNCX1iYCrMeIBVmmEjLIfr62MqV3PwwJycevY2B6miYzZJrKw2uLqidpYVZIxAiDJAxzmBeowGFUYLOnfeiVIIbWhks40Ma8uwrrHO0tQ1qRcLabTmnW99H29+4zu415UX8R3PfwaXX3kJVdbs3LHKoK5ZG49pXEVlHcbY7YqyUQQdiCHhbGHYFH8HozNDV9O7nr7rqZxjZTBkfbzKaNwIbEYh8JU+QiydhzESfCR6SSUrBZdffQn3uuoeHD50nGv/8h/52R/+DR71uAfx/33tE9m5c0cBl3q63hNiFKR2hJD8rZ6+pveRwaAC5sCYc+EeKaVRpv6UVNPPpZxRURbo2uX3LHFJYe4sf/KycKayFM8W1fFFX4ogfKHvAv0sMnQjstZophgr06MqrVlphjgnjI9d2wOKwaAhp8zajhWqaoBzNX20WCOpZK2grqywsrhMjK4sJGnrXTQ0jQaNEHAX5e66npVmsJy74ZwlkVEJ3v3Of+L1r3kT67tW+f4f/Xrufe970riKQVOzMhjSVJU0RjmLM7JjKyjWVuDuNx9xOKc4f72AL9WCmE+siHOO8WhIZSyrzZBx0zA0Nc4KIXiOPR7hIwtdEFK6vhQ2k/QWLMLV8/fu5Bnf8hU85WuewB+/8a95/rf9HE/+msfxFU/9QmKOdL6j7QM5CrdX9ECzqIZlwKHVLqw7H86R2wV3zM35dJSzsCilYs3ilgoRQzyBCCFESeWi5PdZ8O7LesoC05WTdAaurq0Stiy1bYm+oZ9uYpQp3FMtde2o64rBoMZ7gbgeOHCYlfGImDSNqdgxcljbQA4oJbQ/PoQSS8mwoQWAsmos0JFyXlJ8ZmBQ10uCOedk/ML+A4f5kR/6Ba6//ga++zlfywMffCW1q3DasDIYMhzUOOeWzIZa6yVV0mJJhMI7vDpUDGvxn1ISQonW9zLVKgi7y8pgyMBUrI3GjJsBtZU4xxPokZT3ZDZj2rYFCxeWVKKDZsAgZ0bNgMpZmqbGnK+56ke+gY997Zfw+le/iec96xX8t+/6KvZdvAcfMzkYlAZndy/bIsStdgzH+0CdfSbos0nOOHELlgw5LBoaY9zmtE0lxUnensOIkir8otU3lddT8bGzsQQqZm3F+WsVO9aGaKPoO8+87ZnPWrY2jzMeD1gZD8haMR4NyEoz7Q0hd1SVTKrq2oQQoyUhO1DSHuBDKIk34XlSlLRgyEse2z55rJaZHzEl/uSP386LX/xLPOW/PI6X/9T3YJ0sWmskGF4MoNFafl4UFZddhZS6k1Joq1gdlthtQdsaiqKkmtjLHMqha1gdjVgZDGhcvZ08yVqYJKPMgWn7lvlcBitpJcmKwaBmdTCSxIYTJLVPkXbes2vvOt/1Q8/gbX/+Hl77k7/Dgx59NY/7qsfidEPd3IPB+F6oZT+7RpsRSn9yEojPdjnjxC0oZAJRXKnFUByyKbuxaIy4YhK4SGZMlAKl8D4wmc7xrZcx2GR2NQ4fEjka2iDuk9aK0bBhbW0MKdH2vtBuyvQo7wO0W/TTwJE45cILz8M6aRxLyTNsygi9AhlZcN0uRlaTc2n5FasyHEhmbDKZ85zn/Rwf+MBH+V+/+mLu/4ArTwBWyvc1xRIJGlkvs4CLzs8FTEo2BCENT1ritkU4t92xKSz2dVUxHgxYaYbUVb3MFMqlmuUMxsY6ZspitIxYG7iGneNV1kZjmka6F0Mhup7NOjZnU7amE6Zty30edjnffel5/OFv/BW/+NJf4+u++39wxdWXSer0hPR+DHOMbUB/zqKcSs4iRpH/aS0LIEYIUTPrDUcmwv9qNawNEo0L+JhpgyFEy3nri2NotHaYyuBDR0qJjc2JuEfBcPTIcaxzjMYD1lbGVLZG6URVV7TOMpu1TCYtrjIMBxUdQhF6YP8h6jJrve9brDOsrIwEdh8i2hgsFGKMuK3sMWKtuFo33niAb/mWl3C/+13GW9/yizIPMWe0PbGWsEhmFCsa09IFXcRhSm+TQRi9gItmAYeWLkyrF0Tjml1rqzJWr25w1p2kJCAKt+hQbOqKoW9EMVNmfTiW2MZZqcZnwctN53M2JxM2Z1tMZi3z3uO9p2kGPOPZX8N73/5RfvnlP8PXf9+YB3zeY5bfTb6fI/gJrnLwKUAYf7rL2d2RsmBizPRRcXRaccPRhpUmsHfFU1ldeFyNjIDIiqbKKB1Key+0wbDVrXDeeofGs2N9hY2NiXQA7lhnNB4Vv7sqbCQWrTLDocW5hrru2ZpM6bpAUyxBzjDZmjEajxiNVwjBM53MyTlRD2pyElLmqhJ30BhD30dUWfjvec8H+M7vehnf/uyv4VnP+q9iAaHMK6T01Ktlt6RdxjcSm5Clr0auRY65IAxnMXKh5HgX2b9x1XBYK1YHIxkhUblC47qIAhdxoCQcnDHYMm5Oa+FLHg0Gy/aAXLiIeyTQ99ELYHJBSascSjlSWOHxT/4mLr/vE3j9T7+AJ3z1M3nGV3+pPF4i1o2FwPssM105Z2LsC9vOZ75inX0dpRQTFYrDW5YdQ8++tZbGQWXVMpgdkFlfkDssYR+efj7j+JEDVHGIURljJDu0urrC2to6o+Fwu6q5hMUUOlEdUAZ27hoK23mIpBjo+o6trRbvBSZvrGU+F2TscFSTUTSNo64MWk2xrkEboUz6wz96Gz/xE6/n1a98AV/0RQ9bbgaLsRGQpRtQL3r0y86dotRKSiJDZ73dFanysg3ZWiEKV2S0MTLKT0GuK7QOMlBHa6zeTi7k8vUXtyDLTSgs/ZqhbSQ9nGXMhTUyT8Qnye5FEPLvJbWTIccKldZY2/VAqnqdK+67gxe84tf5xZ/4Ab7kUfcn791V2HHsMrj/5GtAeA/EUmrI4fYsof/UclZZL9iukTiruHRPiwKaSnZfa+V9iwxZSjCft8xmLSFoPnz9DUwmc8iwoVdpmoaUI7t3rrO+tkZVVRTOoxPPTO8jMUiF+cChI4xGI5RSzGZzqroiBs9wOCBj2Jr0rK2tYGyDD3M2NmeyI1uHMRUhJrpORkz8/v/9C1796v/D7/3uz3PVVZeh9PaJrdWF9VAwZpLxKwukjMuDErfAMpBfzJSPJSayuvAclxuYc6br/ZL0QhtJEizhPpyQakfS7SEGGelXmDlDqbYrrcHIKIcQhhzZOo/18SeYtx3t3EuvT9bkYNB5D6s774ur1pbXsnPvPp77U79COPQv/PrPvohv+h/Pw1hFzmPA3KazcCHBzwCFtRWgMHZ4e9baf2o56+1AaYXV0ri4UhbWguVTl7RwSrJg2nnP8WOb3HDzIXLaR99P2b1rHbRidXXMcFCztTnHWkNMQle0HE6KQSGjF5w1OFvRDIasrq0s44sQUuH/kiaw6XSO0orKVQwHA/xohLEaDUVBeqEX0o43/f5f8Qu/8AZ+83+/giuvvAJXN8tU72LHlLmP8n36zi+bqoxO5XWgMPeHkpKWnvyyyDJL7jAhgxBsm9IymkIh9LO2cCLnbSPKYgx3SKHMqO/pg2cymTNrW0ajoTS7tR0hBDCBQR2ZtBMm0zkhJ2IwhE6j1T5Wd12NscPbBOh1M2DH+RfTzmf86s/9ON/8/d+C1gPQuyEPkSGgEaWEy0DpBuuk+euzMdg/K0WRoFUeptaLkdJlwGnOyyJbipICnc7mGGu51yXnc+BAzX3ve2/mbU/bdUQfON71TGcdWWXW0ojZrMVZyUaNxwOU0txww0G01qytr6GVQRtXLIQhJSF4mM1njEYj1lZWCoO6LgNkoO/7ZVyidYM2PX/y5r/mla/8dd74pl/kXpdcQAiR6dYUY6UGAQphANruPKybuvCQQU4di9F5C0vgzMnAuwUj/oLVZTqdg5IptShVCDFi4dmSfpbEdtE2IQ1sre+Yh46t2YzOd/TeY62APGNMaGOIKZN8i9Jyb31Q+N7QzRz14GKGoytQ+lQsjdvX+uwX/ASv+bHv5Ddf/Qs88zueQQj7aQZ7yGlAyqtYJ88jw39qCMqdlTMMO5Ve58Vos2UlHqml9J2n7wOudgSfmM1a2r7DWcuOHSuFqSVy+MgWvvM0w5rV9REpJrSSDFDvPX3rqVcrvA9sbEyZTue0Xc/RY5t87BO3UBnDrt172LFjjRA889bT9p7hsOLAoQP0fc95e/agjcJ7GXxZN/XyO1hrmU7382MvfTVvfONruPii84lJUr4hxOVg0AVDvSntBLb0ZgvBeChdgaIoShtUYYjRC6Af0kawYHRMKZVRzwvCvO35l1CscN6OizJSYOyTgDEnXUvXy1jupIQTrfdeuM9iIASH0qsYk5i1PV3r8H1NM7iYZrgPbapP+lxFEtZ1fMcPPZuff9HP8ubf/WO+5ClfSgzHqF0g65WSVri7eVs+/eSMFmVra451hslkTu89g0HDbNbS1I6+k14Sf1xx48E5k9Zgh2vcYz3QNIGmboA5o9EKbl3T9z1bmzOhG3KW0VD4pVobuPHmg1htZEjNtOPC8/dwn6vOo6kbxuOxwPoRV2exgEMIHN/YpHIV1tni1pyAWPWelOCmmw7wiU/czP/8+Rdxn6suW2at5DgQg7TULidILQadlthEaF+DFDbJpWsub4NEb+XTL2lYEU6yadvJ8FBr0WVUWiiKtIhLUs6l5cAz9z3TvmXWzZn3LX3hXg4hYW1DCJYUV8Hek5RHpBTJbFI3mmY0xJgz10La2RFyFfBhA9Qa3/q87+Rlz/1xLrrn1Tz0C/4rSddleXy2q4jIGcc+bGxOaOfixkxnLXUzh5yZTISd0VqHMTV79+xhXY1wNrNrFEmxXaKK9+8/xmw2YTqZMRwN2LVzlUMHj9P3kapyzNuWuqk47+Lz2ZwlLryoobIGRaaua+qmKf6yLq6UDA6q65rRaFgW5QljGnLCFiKJra0p3/RNz+MFL3ghX/ql92d7UNFi149lSpSmskZim9JrIxQ5PbnAZBap3oVs9+Vs07AuUNYxxgJEDNSVk1HgRtP1EluFEMscFLFYbehpe8+sb5mHjlnfMZvNabt5GQrqcVZ4unLeQTO6FJPHJZlgcNVu4OyxVTG0UGlsfSlKOVZ33Ytvfd5LeO1P/ij7Ln4UF1165R1YTp+5cnrXK2UmW3MOHD7KeCQBXph7BpWhrmSO3mK+905jcU7R94nNzS1uuOEWRuMxMa5iTGb3rp1ceuk9WRkPxIe/KBYlc3jv6X2kritc7Rk2Fmtlp7bW0rYtMofQLOsWi8GcC9cohLBUFJn/KLHCC1/4Cq644p7s2bMLSfnKvL6FomitcU6zmHOolGJjY5OubYXYWmeUllmUqpCExySKIEoRxFUrdZDFmLStyYy6kT746Ht8F2QgZxnv3XtpndZaMGpT37E1nzNr58zbltb3tG2H0gUylAy9Nxw74Nl7yeUYO14qxR0Jrofj3ZCPLus9WjdcdvXn8/RnPZfX/uRz+eFX/RaD4ekHgH42yenHZ8fIDTcd5F73uoDzdu+g7TqpR6vFxFUhgw4+M2gqNrYmHDs2YbI1YX3HOuPRiM3Nmgfc/2JgsdAWKeeC0VfQNKWACFQu0LYtwUcGg2GZapUZj5oyOjkyn88F3Kg1bSsDR51buEtqGVC/9a3v4tprr+Mv/uI3+djHZsvq+sIsnKpTczqdc+z4Frt3jqlrA4jFabseyMzajhwzTVPjbOkRcWIV2046LPsQSuZKrKAzmrqp8EkRvIzsvmVjiDGwWs3psmc6a9maz2j7js53EvvItGxA0/cwn3nq8R6sHdzpzJPSFlImxi2s1igl8czDv+jL+Ld/fi9v+l+v5L9/1w/dqXN8JskZOxwf/vAHUlcVEDHOobUoUN97VJARyJvTlhv3H4SkGI7GrK6tYYxhbW3EZCIux7bLstgFT/x3GVKKom5kUWVks4sxgqYoSaD3gaZkokJIDIcNi1koSkFOCR8Chw8f5XnPexmvec1LWF0do9T8VrGEWJ8QUklzK6bTOSlGLjh/F1otZrmU7FflSDkxNoaqxDYyoDUxb3tiijjnmHRT2t4Lviwr+tYTrSMlRUiKjbmhC4pbDq0wqALnr84JOdIFBarBWl1qMr30jUTF8aM96DUG44sZjS8uPM93TlI4TMbju8NoXaPNdnbsqd/8fbz0u67hX9//91z9kEfe6XN9Jog6saB0a/mGb/hv+WlPeyqLwBUEOavUwt2JpUNRAuNF+nCBqFVKMZ8HBoPyYNVJf3Gqn7YrCifjrG4tJ/bALH4GgbNrBZ+44RaMMVx00T6Ugvk8Lq9jUSTc7pnZRv9uN6otWO5PPH9J+S3OuSAiL1wCKclY6UWiQAqHqsQ7ij4qYtIYAlFZnJY+lZSVvA9KwiCwSFHHmEHVAkU5h1y8OXssCZ96ULWkkU94FvPZlKMHb+H8e1y6RDTfVWIIxE+DCv/XPOVJ78s5P+xUvzv9xK2/eSff8HVPwNUD1lZXGI1W2NjclAanHLnlwFFGTc2FF54vu7xSBfaxqC1o/vG6/Tz4QfvKz9sP4taewyIgz2UhKjLex7L4YvmTlpZjMplyfGPC+fv2gFL0bYurLDnDtdf+Iz/2Yz/P7/7uz2PUhHow5JZbFJdfNihBvjBSGmO3ayQlAD98+BCDpmI4dGidC3p4WzFjSjhrCiJ6RkqZruuldqQto/GA8cqQlBxthGNblrk3bLWW47OKbBQ74wE27W4GLtIGmVW4vYkk1gYHqdwhSYV3ii7sIrPjtjftjkpOxPAf7EZxw/QmXH0pVbMHrU+oCa3Am379Dbjqb7nm2557bs77SWRnPMBRc95deo47K6fdKqyz7N27k7XVMV3v2ZzMqAdjXD2krhr27t5DiIobbzrEdNoi9DB6+9BqkYE/AWWrPvnzXizI4APT6Zyu65nPW6bzjo3NiUyzzYnRsOG883ZzyT0uYDQaMB4NWFkdY42haRwvf/kv8ZznfCPn79vBnr3raJ1IMeBDS9/P2ZpsIC7VdrYKoGvnzKZTRsOqzCRcDDMSWElMQr/U+8DG1pTNyQy0YjprAcXuvTtYW18pSQEIQXNo0nDjsSHHZtVJCJ2YNFudEyVZxGsskMgVzg5xpqJ2CqdvhHyE01n/M8kCdSDH8KQ4JedMVe+gHuw5ZTHxKV/3nVz79rdwaP+Nd/i8nylyWkVRSglzYwiMxyNGoyHWWbJSNIMRxjmpKqfMLfuPMG87TgZsnThvXZ3mb0WMiY2NTQ4ePMRsOsMVBsfJrKV2hpXRgKapWV0ZYa1MvhqNhjjn6PvA4SMbzOYtb3zjn+Gc40u+5NH4GIgpMigE30plJtMJXTvj0IEDxNDKKIrkCX6OMYkLL9iNUpI2Fvdrm8ssIdm2ru/x3mNKOnnHrlVREGtLQ5dG60ztMhft6Ll4x5xhVcY5kJcoh20FOeGBKIjJMvdDEjVKZchTYD8xHL9TyhL8DPKUnD9BihMAXH0ZcOqe9pW1HTz+ydfwR7/1ujt8zs8UOb2iIGMVFg1O5IzVmvFwgHMV49Ea5+05j5XxkNGgJoZE33u6tiuj3tLCp1oe8cQHLdbDM53O2NzYxFrDcDgkodja2sLHxGC0KoU6rZlMZ2xuTgrGa2GhFNYa1lZX8CHwylf+Bt/xHc+g64S4YT5r2djqi4vkhXUleOZzOdbx48fpuhkx9aQcMIZlITAmGWAkiNwgVfyUOL41ZToXVy/ESNt6NjYmLJe/kunhtUmsDnp2rwR2jz2VzewYdjgdWR90VCZg9faIChBWxa35Kscm+9ia75b+FgM5zYj+E6TUcvJmdCbJyFRNMDajuAXNMVIKyPjy03c1fvFXP5MP/eO13PAfH74d5/zMk9NHUEoG5SiVmExmKONoBiNmbScTcFOWYmAucHJbSSvvfIY2FcOmIqXEbDanGTQoBIa+qFx3XUfXdQyHDcPhoPRtaCnO6boQNkiwPI9hqXTtvMU6iy3M83Vd4ZzlTW/6Uy677BKe/OTH03c9IfZsbk7ZaEf0MTLrDaQZzmkmWy2bm8dpmpq+E8YWca+UsMwjwVCMsUwAExxWSjLPRVeG2axl2NT0bU9dO0oaQHpJFFiHjJdQmfNNYMcw4EPi2Byc9ShvSOnWe5Vawu0FOlMg2bkFFVF5A5lGdeZ4RTalSIrH6doJ3ewTaNND7IlRoQZq0T/xSaUZjvjyp30jf/R/Xst3vujnz3jOz1Q5A9ZL0Lcxe27ef4CLLrqQEFpms46t6ZQdO3cxHg3QrqapHFXlmMXEeGWdruvYmsyJMXHg4GF279qB73sAqgLnGAwGNM0Aa/WyVbedt0JWMWjEpyaRs8Fay2g0IIZAVVf0fUvbypBRVzlySvza/3ojL3rRd9G1PXVtcVnakEPcYm5qDGIRQFE5w+raSECKCE9yLPNZUk6Lvj/6IMONtFZLMu/jGxN27lyT6zYIu8qiI7L0/Wbycs6lRljqrc70OELSHJmMZLrxaRe8FqSylnmadWVPGlt9ZklEfwNddwvtbBNrMzoH6sGQ1dVd6CBNXWeSxzzxKfzJb7+ew/tvYve+C2/H+T9z5LR3PecMWnP99R/FaIX3c2655Wb279/P5uYmk80Njh7bIJUZizlDXTU0zYDxeIVmOEJrzc4dO0hZUdUDmsGQQTNYZptMQdqGwlDvKsdw2EAWACIgVfcoi9VVlhCkJ95ZQ1VprIm8//3XkXLi8z//gaTkBfqREoOmQiG1kt27hoxXBwC4RpQrJaFLzcvFHZm3HSFKc1TnA7N5x3TacvDwMSbTKWurY2KZF9l1gclkTuUKxH7Rv5MpvfmapCArzaQz3HR8QEyK9El4cU8WyXykCCGUZqlT4a9yJudY/vSkeJycNkjpOF17AN8ep6oSKQTm80TbWrQpWbSzSKRVTcOjnvCVvP0tv3/mN3+GymktStf1/Mu//BsqC7zjlv0HUEqxa9cqk2nPoHa4yjDZ2iSmMfPWU1eGuh4SIwyHDVpvERJ439LUFTprXLZYWwYUqe3aRy5DTtGQSWUnly5HbRDGwVKtlg7JRUOV4jf+9x/w9V/3VRgL0RuMSkDEGBgPK44eFaemroSLq/ee2awtNSBDiKGwxsCR45uMV4eknNiazJhNW6rKUQ9kSGnykfm8Q2tDUzsuvOg8hgMpfC4JzQvJREoRsiIEzf7Nhs3WsvOsHk1Gq46cajqfUGadzG7gZN5eGWm+RY4HickTYw9E4UbLCasD1WgVHzq2ZnOUWiPrCzi+aajrM1m0bXnslz+Vn37eN/FVz/w2XFWf1Wc+k+SMJN2rqyPGo5EsphBo+56Dh44QfGR1ZcTaYEzbJlT2dDPPbJqFbd5ZbEmTrq6MiFEoNVMMJzU8yT4uI+q0lvkgqUwQlrHUgqeKwYv/nw05hzIxWGOt5pb9B/nrv34vL3/Z92B0pq7EUGoljVNV7VBK2nidkwC8UhW+kG+HLjDvPba2pJjYmE3ZbGelpddQDSza6AJylElhVe0YDRqscdJLf1KNqDSCpUX/vdQnhi4yK8yPZxaFj2NydmAqFANQAtGR2yZTlX13iOnWLdQNKO2o6t1obVFsYdhkGlZw9T5C3mLXvhWMXcVYiR0VR896oey94GIuvuwq3veuv+SRj3/SWX/uM0XOqCg7dwocZWU8IOXEvOsZtjXHjk04fPwIfQpceN4FZGXJWaFCYNZ5dO+LQkQ2NzcF+WvtcrZ4iJ6+76Qf3GiC9zhn0UZGYUuDYML3QdoqEaKHTMQZI8F2CXj/7C1/w+Me9zBWV4aQM0bFkhkzMmrCWRQerRVtK5gttAwNnbYtXecJKqJamWblc2I+l5Fv42GN9VY4towqs16UTA6LmdWRxlSN0C0t13DpeNdAcbGcy+xd6XAmMj1yNo9GEdIIGN02K5UTMCenFqVhZcflkFtCfxzfHcS6i8i5ZtYB6jyU2sNgdHJBzxhzu8dnP+rxT+Lav37L5xTl1qKUjApYWxlhjBY6Ui21lawyGxtbaKv52A03sHf3Pnaur6O1YnNriiowea2FEpUsI7Cn8566ruj6jrqyVFbR9z3WSltsDIFAICehF8oZjKvISWoiTV0VIr0yGyUk3vrWv+PpT/sSYhQIu8ydFwBlSgnrLCgv7JZK5gEuLM2RzU0OHjlGNXJEIj5GjhzZImdpWJt3c+qmLjGILPqhFX5iO7YYq8laptWrLAQT2/URgbDMOg0qU1eZcUzM1II64vRuT04dSle3el8m501SOCrwf70Hoz2zyQFicMQ0YOyGwIBEzXjl1MXEOyL3e+jn81uveRldO6duBufkmP9Z5IyDhC7at5uchFHdRwE4rq2M0c4w3pwxnbVszCcMBlO01excXRPqoiyEbNJLMSPnxKCqcVYY6q2x2AKZcFYsRNd1VHW1LFMqJTRIIUs/TOWczLCP0iu/aI193/v+lVe98vkFd6XJOTGfd1gnCGOBvmT6vi+EdBkfI1vtnGMbW+w/cpRxGoBW2Mrgagm2MxI/h+TJXgaQOmvBIiyWw4HEIikQ0GRtTmrkkloMGCNJiZQ0gyphtYx6SGcoh9xWSWBZsMwG7zdI2dAMz6ceXIixa8gYroLwblZu53I4vQzHK1xyxdV88B/fzYMe+UXn9Nif7nLGVuDKukK6nSFC08ikpKqyjEdDjk+mHDs84aabb+DQ4YYLLjwfm4TL18eIQmDmSsmkYGs1wQdiiGgLrQ+YMgdeGUM372h7vwyynTVC2XpSY5a0KCcyb3vbe3jwg69iZWV4wppSpWlMiCIWQ1RTFGRx8InNyZTDxzc5enyDxQSYQVORkBZhvUwRC4K5a3vqYY2Oit73wqmF8Axnnwv1ajoBtlOyWkrhygi8qB1koS1aa3qOzarl9Z5KTm0JFNCAOorvNfVgrZBCDE7Kut1V8sBHfCH/dO07PqcoJ8oCBaud4LYq5Vi2wCJkCTvGIypn2RrN2Tw+49///SPs27OHtbUVhrUjpUjfd4xHI3KOtPM58zaQYsdoUJV0rwwD0sqgrGFYZoNMeocyoJKAInWB21sn06Viyvy/t72HL/yCh+I7L7GIEUZ9a/WSUlWXnn8fAxuzGZPZjKQyRw8fZzZpqUYVF+zejbJSjfeDIb33dH3P1nRK20q3Znu0p7KWPB4zr1tGwwE2a1RS5CwsmakAJzUadFW4AYRZP6fM3NdAxpmA0xZ/m4LjmUQBiZwc9WAnVb122xjmLpT7P+wx/Pnv/8bddr5PFzmjRVlyUy0CVeSf0mmoZHHlhB94fHRgEgeO7GfWbrE6XiHnVVJKHN84zqAR5O5w4Og7GdtMVnQdOKfpQsCqjHXSk7HaKDKKeQ9aGZwqxA9KugxDTFx33Yd5ylMeTxcTuoIcI8GHJeujq5w0VCXF5nTG4aPHmXcds1nL9R/5OPe4+AKuvPc9GTYNGkVCEhZd8My6FhRYZ5h3PclHSQKEILGJ2obmx5zL2L1ehhpNe+pxQ+UaVIakFdAzb8U61vbOTBRtMNU+DJm7m/50z/kXEbzn+JFDrO/ac7ee+1MpZ7QoC3fnJFHFuTAyh77OllDVTPKMru9QNnPz/gPclA5x0d77cuDwhMFwQAjSDpvJ1Eby/CTFsFkwMpYqe1lYufjjGxsTUIkdKzVaO2KItH3g2MaE//iPmxiMh2xN5mit8b4nxcRoNCCnzMbGRCro2TBvO+pBxf7DR/jYJ27hvIv2cPm9L5FxDk2NVpqYpHaje41PMop76hO+7xk0DTnCaDyiaRqcsmhliFkoY/so8VPXBaKFLvTM+lZaBXImJ01VtZDX2Zg6Qr6DlkDp5UZwd4tSiksuvw8f/8gHP6coC8kp46qqFNJORLwWtkOF9J4YoAazexfj1SGbmxOGo5q+i3jv+dD11+NMBSlzr3teyM6dK5hK5gwmL+R3ORZIu1+QPsjfPkSSn6KNInjJKsWUaLuOD/3bR7jgwr1Mujn5aKZqKozSTCZT2rbHOU0gM/eJzBifIvPYc/jYcfbs28najhVCCiwaskpSS4LwnGg7adFVVlNVFb7zVFbcRaUUEU2foAtBlCT1pBSJxqEpA137nq7vCvPMgMrDMK2g8n6M2kvI//myR/e4/D584voP8sCHf+Gn+lLuNjmtolhrBSyoBG6+7M3IiRPtjDGGCulTN06IpTenU47lCSYbVnYNmW217Nq9xtZ8C7MJk+mMpqoYj4RuR2XhtEqtwEiMlhhj0NTUzZCqsiiV6H1gc3PCzPe8+9p/Ys++HXzi5pvZu3MXyhgqp3Fas7U5xRqDrS2mkgGk7XzOZFawZM6wtTmhcY7aOSgpZZ8Cs9izMZ8y7+coC2HuMUbLnEdb4Yy0GoQy+nvet7S+KwySGdROjLJkWmKM+M7Tx7jsdGxSZNZ1JHV6QOKnq1xy2VX87V/9yaf6Mu5WOa2iGKPBOHSpEUhbbCRGUETByaqS3zEGrWWxaYQRcTQccPQmg1eG0UrDgaNHscownXVMJlNWVsYM65oL9+2lcgYfPFZZeh8YDmuGzQBtFDZrfO+hVqQcmYWeD374o1x33YdYWRtjasPNBw+iLGSfWFkfk0KQyn5nsJUlhiG9DhzdOkbVGGxlmG71tJ3n2GRC1qX/JiZmfUfXtoXYIqKtMM5knzG1zGP0QaDrIcHcd/i+p+vEPWuaufwuCpFEIuKspveBjCfrTB8t83nH/3zRswDYPHYErTXjtR0AfO9Lf4Hnf8OXc823PZfHfvlTecNrf4qPfPA6YvAcPnAz5114CQBf8fRv4iGPfgJv/r1f5e//6k9BKdZ37eEZ3/Y8Lrjksrtk0ey7+F4cuuWGu+TYn65yBpi9wiyCRaUoUzfRKhcQpFiaxPasEGfELbFG0robxnDR3r20vmMwbujmPceObpH6xOHDR1EZDuw/QtU49u7bQfYyc91nAUHGFDl44CjHjm+ysjZiNG748L9/jMPHNvAhsGPPKlklqrHl5iMHaKqG/R89jDWO3XvXsc5gvKKOkc04RWvLcGRxlaNuIikHfPC0ndRYfIpLYuyQAhkhCkdpmtqVUdNBEgRZ7kMIPT4EnHVUlYXckwp6OIZISJkUPUpbVIDsNNrsZGV1nRe96g0A/PEbXkfdDPmS//rfAXj7m9/Epfe+P+95+1t57Jc/lWd++/MBOHzgZl7z0u9bfg7gbX/yu3z0g//Ei17121RNw7++/+95zY9/Py9+ze/dJbistZ27OX700Dk/7qeznLEyf2Iuf9nXfkLjkOyYmZwiSgtlqDNCUGeNQavA6nDIINYM6oa26wX71QteKmU4dniT2azl3z78ceaTjnpQ0/vA2tqAvhecV9v2HJ1t0c1attopaztXOH50wt4Ld7C2d4jRmrbtOHTgGJPJhPPPP59JmOOSIYXE3gbQUhMx1hB8xDrLYDigck4azbJYiozETVoL6YMxRmhTc6ZvPcO6KagAXxq6xPJkk+m8pKJ77+l8z3TelsFEBt8pUqyhqtB6/bQ98Ne+48956jd/H7/6Mz/MscMH2LH7k/eU//nv/29+4GWvoyq0T1c/5JFcdtUDePdf/xmP+ZKnnM06uF0yHK0QQ/isqtCf3qIU+Pby30lmcywYEWMhrF6gblUuUA6lMGrBuZsY1JY6JWpnGQ8GS9b7mJK4W0bT9j3DzYquC4Q+cnwyofVBWm4rRV1VZDLJRS7ct5ecM7PpnAsu2U0mcOTIFm3XkkzE1hpPh44KbSqSllig7VtQmWZQQciMxwPGg4HsAIUnuK5cGcYj8BjBlxUy7QRVZcr8eU+MipBi6VMJ5GzIuV3+3MdAKnivPihybKjq8wTceBolOXpoP5tHD3OvK+/HQx/zRN7zjrfyxP/ytacsQM5nE7p2zp59F530+iVXXM3Nn/jo7V0PZyVKKVbXd7Fx9DB7L7j4LjnHp5uceYZjEkKHlCIpR3IJ4zMLsgJKQCp1BF3YI04kpLbGEAtZtaBqE7FU2mNy0iUYArt2rCyLhKr0h/R9oE+B3ntCCsTsiSTatmNzY0I9lKD8+OEthjsdjbEok8gqMS/ukVVSwKyqmqgjrrLYgZGAPCcqY+g7T1Uao2JK+DKBt+09tgT6WcNsKlPEtCmTjjOE4JlttTTDGuWlFhNzwofFUCLQDLDNebz4O5/G8SO3Jc9uBj/Fk655CQDvfedf8NDHfDEAD3vME/nfr3oJT3zKNZxp0M/dKWs7d7N57MjnFEWkpDxjJhEli6oWjCQLRg+Wiz9TWq1Kw9fCQUuLf5Ued6UNOkPWZWBOipJJipmwVMREiIneeTbmE7KHtusISYbqoDOhlzbdI4c2EHbVTN9FYg9RB3LIqMrJNDANBkXWCrISiL7SGCR7pSz4FAghS/xBJCswVuNDwuREbD3OWGJOzNtuCacPMZAQ5n5tpAKfCnme0QZDRaKmqtZ5wMOP8bd/sZsQtqmBjE2cd+E/Ln9+zzv+nM1jR7j27W8hAxtHD3HglpvZVwL4E2UwHFM3Aw7tv/Ekq/KJ6z/IFfd7yO1ZC7dLqrrB++4uO/6nm5zB9YIUkow7MAU+XjI+OSe0Nsvq/aIIKeyK2/NBMlmCYTJLAjfFUskUyII1GkymLotPofA5Y3VHHzzt3NO1nt53hORRTjh5jx3eJKfE+vljUhIihuHA4n2gGtrCLWxRiJukjSYj80WU1sScmM1bUdqUy4KX2Yg5lSGnBf9ljYYIPnhSDMRUNo6ccY1FW5ZuqVYKjYFck1RDVV2AsXv5ymv283d/tfuk26w1XHG/PwXgwE0fp2tn/NRv/Nny93/0W6/jve94K1/5jGed8jF9yX/57/zu636Gb33By6nqhg/+47u5/l+v42u/84W3dz2ctWhjhMXzs0TO6HollcHK4oo5LZlWXGUXLVfAdrMSlK67DDFnUlbMQ1+UaPvIKUrAbOxiGm5x1zKlo9GgEyinWGkyWWuqxjCZzdiab9AHoUaqhobVtVUBMOZC35qFG9lZR/KCFM5WRsMRwawYQQRjBSRZ6jaxTA7ug18ihWuty+g6RUyBFMTllEGiBc5jJTUefBIica1kJmJyKLMDYy9AqT2gHGs7PY97/A381V9eTAwGYxOP/uLDNINNYMi17/hzHvTIx530HB7y6Mfz+p/+wU+qKI978tOZTjd56Xdfg9aa1fXdfMcP/yxV3dyRNXHWsqCl/WyQswAKSS8FhZwuLVyswgR/IjvXYs5HzhmfU7E8FfO+X8YrMQuFkVYKg0GHJMjwJOOirRFw5AKAa7LGaovRRoCGRcS709R1RVXVMjelLvWOJKz1WimyBh8i2QkWuA+etpP+duUk9qibmj6KWxdDJJFlDJ8yAqtXAt+fTqTwGJMwrRhlJLNnpKCZVZb5htmQqNF2hDaXoNTu7cJijjz1aR/i//2VuElaw5OuuYW1Hd/2SZ/ARfe6gpe89k0A7D7vAn70Nb930u+VUjz5Gd/Kk5/xrWd+nOdIUowY86mnQb275CxYWMCYvIwvtNZUlVpO4SqUI6VaL/FGH+Ny+Kegdn2ZzQ4xBkHUGoMilLF2Ga002VUo7ZZpWbFACnCo5MhZE2KmD9JPb5zBKEftKoaNzDb0oWfetRibS4xhWfRSJRKmVoTo6XpF8KFM3LV0vpVYyYolM0bjjCATrLUSlI8lVgtBo9EYXeG0BWUEy4Ui9IqMw9rzQJ1HZnSrDJdnfX3Ggx75b7zvXVfz6C8+zNqOcNub/2kuvu+w7tQTvT4T5bSK4iOEmMtzXuChVEmZslwAMUqTls9hSRqXct5umPJeXo8JbbUE5L6X9tnCrFhZRzSRkCSeUEmTs6YPmXlrmLaKaR9IeVOgIEkxXhni55lRM8YYXeYbRij0RjmrMuXZA5msS3tyCqTOo5LEKdpayJF6UBF8wlqDVgbrHIOqwVhHQMZGhxRR2aO1w5oBTg/JjLE5MOsMSQ1RekzIQ1DVSb30ItL9+BVfcyMf+/fLeNI1t5z7p3o3yObxI6zt2PWpvoy7Tc7Y4Zhypg+RmKELjkEV0EpI3WJOS5iH6NH2KOkQ4pKrN6ZE1/YF4lKQx8WSyLDUTCznURmi0vTRFAukmLaGI5MV+lCj8jFStqTcsbI2ZGtjzqAelFZiJYW/oSzomDzCh5xLqrldDh1Fg60svg/kJPNXFoOKrKkwxoFyRCwmOzSpMLz0pKjQqiGnIVHtovW7kB53B8qQF01bp5CcLRnNvovX+InXf+AcP867R3LObBw9zNqO3Wd+82eInLEfZe5lJ515x03Hhly6d0JtIyn1VNaUeokm2kTyMvbAB6m9xJL5SjFitZEOwQKfT6EkB2KUBAGZfp4Zj3ay1Y7ovCMkRcoKHwwhKWAV8m6M2iKbwNr6mMmxGcN6gNGShelDT8yOfu6lSKpk3DaFtTHlID01SnpnTK3xbQQUtRMO3pQcfW9IaY3c7CQ6hVaJyk5RDlSq8WmVNjiyHyET5zltEXEpyhT38j+vf9/OpiilaIajT/Wl3G1yBtdLc2wmO+S0tfRB0UdwhaBBSLyjBOglk5VypnJWAt5YFo5S6Eot+dZSqeAvxkWTNTlpjBuyf3OFaXsqWIRC8Pw70Go/ziZ27F5j6/gEo00xEoUAQsm8kkV9LsRQSCXUMqXpc8ImSRwMR3XJVlmcGdDHITqtktSFtKGijxmtemK1QR/GxNgQs77VtZ2dLFoW/jPPat84epi1nZ89vShwBkWJSfOxQ6vkrIhJoXWm84rKKCoSSllqV1EvioaNIZLxQVgWg3hkhBzRSeFlk5cMmS4k2FGhdYWxY0IY0fWn49XVgKRbtTrEhfe4gP03HSygzFzSu5l+LskDZ9QJJHqUgT/ge09VO3zwMt7BGmFwiQZrV+njJYS8CMLFqmll8GFEH4anub7PDjlw88c/66hVz1hH8dEsf1IIq0hMClV8/UXtxCgtGawcCUpJrFFGJ/Q+oHQmaEOKQpCXsmI28+TsqOyIkFdo/Yhwph5yZVHcAxhz6ZX34e/e9n68j2idCwYr4FOPsQXinqGuXMGfWXwOGGvJWdhZYg7EoMi+prIVsduLj2NOVgZhnYzJopUnZcdns7J8/PoPccllV32qL+NuldMqyqMf8XnsjAe2X0gwORCY64zR2y75ov9RwMVaXKvckHIFwcDGeQJMUfK/rmTNTIKMIVCRc6Jmi5qts7x0xfplj2DHs/cSju4WXuIU2ZESq7XQGZGBStwcp4ZcXD2S7BaIAVgA1STtbdGxkp2Ag7c6V0QlcdlytpyBsvmMYggn39dPkZzqOjII6iAEYmkTuHVh8Usf/QAGoxWGs09gbJk9c46v49NNTj+a7t3v4XHXfM/yZ0Vm7+oGO8YzVoaZ2iihGiquTU7igvmUmbYtk27O1v5V/PBGyWgBTd3g20TKDV0Y4vOFoNa4/Tt0RtHzc6/6bp79nKdz5f3uQdttsTHdYjabUtWGvo24qqJyhvPUgzjEP9GHHm0MKMtsuomzFVXlSF2Nc5dQNQ/iJOpSekgHiaFF2xWU2cudU5TMzniQI3o3oD+lscp6fzN/+4H/4BPXf4iPf+SDfOIjH+LY4QMMhmPWdu5mbeceVtd34lyFLsXFFAN//7Y/5ZLLr2Y23WLj6GHa+ZRdey/gHpfdm3tcfh8uuew+3OOyqxiOz45X7D/DaLrblXrJQAhK4OPJFGJ1tbQsWS0wTjIfvo4VE1XQw6Va3veJrc2e8cr5oPdCPJl0+uxFCnv3vPxy/v1DN3LV/S/FaMugqqW7USuoDbVzUkHOQqDnrMXaCqsrdozGpJzxwROMopsfxpiPo909UWrhcjpQezCuB4aFYO4OXO7iHuYIePr2E1i3jtJjtD7z6IVzISklPn79v3Ldu9/BP1/7Tv7H93w7b/7d/8MlV9yHBz/ycXz11347u/ddiHWf/HqOHtrPP/zd23jOy1+/VHLvew7dciOfuP6DfPz6D3Ld37+dGz/275x34SU84OFfwAMf/oVcfOm9/1MnMG53jtInGUEQoycmg7Wyu+ZFT0rpbtQhYo1kxiTt6ph2ns0NjzbnMU8XEVPNmYlFTyeKqx/ySN7/rj/nKU//Ymo3IGdNTorOe5QKKAzOOnTQOCfdfoO6ZlA1pfVXIPyzeUSjyRyEfB6wHcyjamR4z52XXMZZ+O4AxnRoPSBne5cuoo9f/0He9ed/wD++++2Mxqs84OFfyDO/4wVcfOk+nvPyX75dx/qX9/4NVz/4kSddr3MVF9zjUi64x6VLXuIYAx/51+u47tp38Ms/9QKC9zzwkY/lC7/0v3LhPS8/p9/v7pDbrSghlDRxilTJEGPGmgJdV7nMdJTFX1mHVpqmWiHlSK0zK+NdtGEPMcmcjzu7Ph7yiEfxf17zKmJncM06fTBU1RStD5EIKDKjpkHPNI0VSqLGNYwGDUbLuIfO9xjV0TmB2Pf+PzD2EhQry7jqXImAHBKhn2DHY/r+CK4+/5yeA6DvWt77zr/g7W9+I1sbx3jMl/4XnvPy13PeBffYvpY7EBdcd+07zoqk2xjLlfd/KFfe/6E89Zu+j/03foz3vvOtvOrF38Pu8y7gsV/xVB7y6Cec1np9OsntVBRFFyv6ZKR3I2dcpkDq5UGngvHSpmC1lFSxjbak1NCFFfKphuHcQRmvrHDpva/gH97zUe7/8Mcy7caQ51TGE8MWMfU4IzRG49FYKJicoa5k6leKguWShERHiB4fD9K1HVV9GUqv32llXoi0JiRBAowHHD1yiGa0F1efOyVpZ1P+8g/fwNv+5He55xVX86RrnsX9HvpoicvupHTtnOs/8I98y3N+4nZ9TinF+Rffiyc/89v4iqd9M9dd+w7e/uY38cZf+Xm++CnP5Jqv/tI7fW13tdxuixKTZdIOGLmOykacURhtISeUknkoiUznAyFIIXFjusbGrKYLFQsS6XMlrR/zoId/Ie96+z9yz/t/9TZ8JNdYN0eHVAqSipXRAFAYrXFOZi5qa5Y9Ntb3kD3B9/T9lOBbhuP7gT43tKU59czbG9jZOGy1TtWs0wx2npNjB+95x1t+nz/7vV/jqgd+Hs97xf86yXqcC/ngP7ybe937vgxG4zt8DGMtD3n043nIox/PzR//CH/4W7/ETR+/nPdf//c86ou/8tMWkXyH0jd9GDLtFPNOxrPFUvlGyTBQnxIoRUQRkubw1iqtr+V059QXF9b5+z38S3nf376Lru3L64aYKrxPaKUxTrJLzgrS2Bp7sj0rsVUG5t2c2XQLaMlpg/n0Bsj+HF2uJtMDCletMV49/5zs9O//2//Hj377U/nA+/6W73nJq/jm5/z4OVcSgL9725/ykEc/4Zwd74JLLuPbX/gK9uy7kHe//c94yXc+nX9579+cs+OfS7kD6qsIqWLSjxj5CZ1PwlYfU5nHvkAbK2IyZGRE210XrCp27j2fS696ANe+4y3COpIVkRWMOo6xHo0hAVpp+s7LQCCtpYMzJzrvmbdz2q7DOE0zMsScMCqQugOEfh3XXMSddReVcrjqHmQ2ydkDU+CO785bG8f47V/6aW78jw/zdd/7Iu59/4fdqes7nRw7fIAP//P7+Mbve/E5P3bdDPj+n/glPvC+v+UNr/0prrz/Q3nat3z/WaeX7w65gwUBRRfWaYPA4EOKS+yWOgEhfGJP/V0tX/Skr+Gv//SNy3blrBqgIiWHEFnLiDhtDDlB53t8kkC+7XraVri5SFkQxDpjTcJVEWNnJ7Zn3mFRSmGspMO7PhD8lBSPyez4wmhztvfqfX/zl7z0u69h5559/PArf+suVRKAd77lD3j4F33ZXQaEVEpxv4d9Pj/y6t+mqmpe+t3X8M/vfdddcq47IndYUWIyzFvFrPfM+o4+RUJORCXQeR8TwUcoM+jvarn6wY9kPpvwsQ9/ANn5d5JYBxzTqSVGw9bWCik0pGhJUdH3kdZH2j7iY2JBFGu00KdWlcU5Dbk9icvsTkmOpAQp70Jpx2TzEClOSGkiLuwZxPcdv/4/X8If/uZrefYLX8FTv+l7z3nLb84Z79ul0gbveedb/4DHfvlTz+l5TiXNcMQzv+MFfMP3vZjffu1P89uv+2li+NQ3tt2JErOmiwMms0DbJ9rgRVlipPUym32BB1P6rqsRLK9Ga77oSV/DW//gN+WFbMl5hT5qZp0lJMPhjVUmrWPSGibzzKyLdF1DTANp4FIGax3WVAJp0cIYE+I5VHQlU45936L1mNHKxWizRs4IeQWf3AIfP3KIn33ht9G3c37of/4fLrvqAefuum4l5oQ2gGvf/hbOv/heXHCPS++y891arnrg5/GiV72Bw7fcyCt/9LuYbB6/2859KrlToKWYRvhQM5t75nMZvDNrW2KKhJRIadEmfPdUZB/7ZU/lox/8Jz727/9aOpRrUta0vTR1zfohB46fz8Z0F11fMZl65u0m0fdUVcOwGjKqh9R1JYjjbJlNW9rZOQrmARDlawZrZDRaVyhlMWYs8VzYRECYJyvLxz78AV7+nG/g/p/3GJ71/JfdpQyNSil0ocb1fccfv+F1fNXXPvsuO98nk8FozHe+6Oe55IqredkPfD03ffz6u/0aFnInFEXRhwHTboV5m5n3ns3JlK7rRTGSRVGRcqlunyMRDrHbLtyunTOfTfiiJz2N33v9z3L8yCG6tielESkLGjijCNEx63awObsXXT8ieKhqxbBqWBmMGA2HDOsRjRsRo8X3lrpZOUVL7x2TRVJDm2Eh3ChKUSyNNhHF1kl6ct27386rX/K9XPOtz+VJT/+WuxUK8vY3v4mL7nUFl1/9oLvtnCeKNob/7xu+hyc/89v4uRc+mw9ed+2n5DruXNJaKRLrzGa3cPjgftZ3Dblg3y5izChj8L1eMkueCwnec9PHr+fj13+QGz7yIQ7c/AmOHznExrHDxBAYDMdoY9g8doSXfNfT8X0vw1l37OJFP/RCfuePfoVLLruKS664mgsuuZSm2ou1MsCotg5rIaZMzh0pefres75zJ0ldeKfT2kses+VxCjP/1g2MVy8g58GS0imnHm0iYHnfu/6S337dT/PdL34V97zi6jt1DbdX5rMJb/n93+B//Ngv3q3nPZU88nFfwc49+/jllz+fb/i+F3O/h33+3Xr+O1ndUWRqsruAtV2ewViyOY2rIVfEbFB3UlEOH7iZf7r2HfzTte/g+n+9jj37LuTiy+7NPS+/Lw/5/CewtnMP6zv3MBiNl4vwfe/6S978u7/KC37mVYT+CMePGdZ2Gi665+V89N/+hb9+8xs5ePMNXHrV/XjwIx/Oo7/wIdz33utYkpjYPCYmRVYjsl5B5XOAJMiJGD3WbQfevg+QGyrj6UIPakQMCet2Aob3/c1f8ju//Aq+96W/wMX3uvLOnf8OyJ/+zq9y34c86tMGm3Xl/R7Ct//wz/LaH/8Bvun7f4yrH/LIu+3c56QM2scdGHOYo8eOMDM9u3cNiMlyfDKizsfhdkIf59MJf/f//oS/+Ys/YuPoIe73sMfw2K/4Gp79g6+gHgyB09dlHvL5T+Dv/upPeMub3sBXXnMN54/30qSDPO4rn758T9fO+dB113Ldu9/BD//e77Jjxxpf+dVP5Ilf/kSmnMekP4GK505bk0TXzW7TJ1/VQ4yGEKbkpJjODqJUhXHwz+95F7/zS6/ge1766k+Jknz0Q//Mu9/2Zl706t++2899Ornsqgfw7Be+gl/6yefyrc9/OVfe/6F3y3nPgaIoMoZEg0Gq7yk3zLoh066iURmtAzGeGSF788c/wtv+5Hd57zv/gvs8+JE87Vu+nyvu++DbXb1WSvG13/mD/MT3PZMHPvyh3OOK29Lq1M2ABz7isTzwEY8lpciBj76Xv37z/+XXf+UNPPjRj+dxX3kNF93pBZqF8KKbYV2FtbdFIPf9JscO3cLarnuitaEZ7uDGj/0bv/HKF/OdP/LKT4mS+L7jN175Ep7+rc9hdX3n3X7+M8nlVz+Ib37uT/DLP/2DPO+nfvVuIQo/N8CarAlhByp3GK05vLmL1i+yMolKbzDrB2CGp1SWwwdu5o9/65f4wD/8PV/0FV/Di3/xjaztvHNUODt27eGp3/iN/OYv/Dwv/JlXwWlYT7TWXHqfh3DPqx7Kk48c5x1//ke88ke/m3vf/6F89X/7Dvacf9En/ezpJZFiK/0vtj7ldx+MzsO6VWkwq2Hz+I289sefw1O/6b9zrys/Ne22f/Rbv8QFl1zGw77giZ+S85+N3OeBD+fJz/hWfvHHv5/n/8yvMRjecYTD2ci5mSOgIKQ1fN7NrBsz62pi0gjaK2HNlNptACeTOs+nE37v9T/LT/6P/86u8y7kx173f/nKZzzrTiuJSOJRj/8Sdu/dyx/85q8i7t8nr4fMvaULhvHabr7iad/Ej73uDzj/4kt52Q98PW947U8x3dq4A9egsW6EdadWEqB0fSpifwvJ38TrXvaDPPAR9+fzvuChKM5lWvrs5APv/zve/dd/xjOe/fy7/dy3Vx77FU/livs9hF/9mRcJkfxdKOdo4IYQBWe1m6QuWPJcCZtkJqUObWaQZ8tPfOD9f8dLvuvpdO2cF7/m9/iqr/22c7srKAtqN8/6gR/humvfy3Tr+Bmu/+Q0djMY8qRrvoWXvvb3AXjpd13Ddde+4/ZeRJla9snI8Dw5z5hPj3Ls6Aa/8/rXMBhWPPXrn0wMW/T9sdt5PmkMWw5/up1y4KaP82s//6N86/Ne/mnpcp1Knv6s59DNp/zJb7/+Lj3POcQ0n2pBCPCw7+f4kMl6B+1swht/5ef50HXX8vXf+yPc50GPuENnk3RrOqFl9xTvQWOavXzfi1/K0cOHOLB/i0uvegichsnx1jJeW+eZ3/58HvaYL+Y3XvVS3v+uv+Tp3/rcMwP2ciqpcfPJrYmygEU7y8FbPsZ177mOl//SS/DZMNmKNEPN7R/BeMcSD7PJFq/5se/nKf/tO7j8vg+6Q8c4W1mMBjkX9SDrHN/yvJ/kx77nmTzg4V/APa+8752/wFPIXTvCKSty1mxsdMxmkYM3H+TlP/ANAPzIq3/nDitJOTg5nRkDlNHsOv++7DlvL6972Qs5euCfIbe3G+R45f0fyo+8+neoByNe9v1fxy03/McnP2eO9N1R2ukt5PzJrzGlJNPHQuS3XvNTfOU1X8Nkq8fZHQyGlzAY3X4XVHqCbt9jjSHwK6/4Ia5+8CN5zJc+5Xaf83ZLvi3y4M7I2o7dPO1bvp/feOVL8L4/8wfugNyliiJRgaYeXcbHPjLhZ37we3nCVz2Dr/ueF91pFKpSGm1ku81l1MSpMVKKlB3NcIUv+/+eyM/98As4cNO7SWlyu1HNdTPgmd/+/7d33nFyVeX/f59z7r3Ttmc3lRRIAgQhkRaQQAClg3QQLBQREP3aQKqIij9AEFSagoVmQykWFARFBES6dAIkJCSkb7bvzswt55zfH3dmtmQ32Wx2k43sJ6957Wbv3HPP3DnPPU//XMghJ57OdRefxWvP98xuLTCIhQ20tbxBELyP0fVxUmWP+UWhH3fblIr777iR7XbajT32O4GOXBX1q3N4yep17paDBaM1t//wMoSAE8742pBfD4jZkQeZZm/3uQczevykIVPBhlRQ4q1V8vQ/n+COH13JWRd9j7mHHjfo17HW4OeaiMJWorADHWV7FYJ9Dt6HnefsxE2XX82aVf/FmN7ftz7MOeBIzrn0On510xX884G7u8wDtG4gn38X6XQgVBs6eh8drcLqVuK2s/EOI2RcTDb/jZd49fknOeFz5+IlqxgzcSbVo6ej+vCSDSYscOcNl9Pa3MTZF1+DcoZndWF/IITgk1+4iKf+/ifeX/j2oI8/5OyZrc2NPPT72zj/ez9n2yHjFLQY00FH63zamt+gvfVtdNTWQ70SaAP7Hroru8yZwfXfupLVy94ccLx96vYzueD7t/HPB+7mb/feidFZdLQcP7+YfG4ZmjZC3UEYdmCMQqq4iYIpNNJTysVay323X8+xp36pZPMIIXDd1KA/cXtCRxENK5fR3FDPF7/5gyFn59oUqKyu5YiTzuT+O28a9LGH9Nt47K+/p62lkfOu+umQBoWEUCRTdXjJDKHfSJBfRUvjq2jT3kVYBG4hXrHfUXvykY/two8uu4T35r8y4OuOGj2Oc6+8laceuZ+/3Xs92fzL5IN3CaJmQj+LkoqEV4e1KSzx4nfcTuv85Wf+RRSG7Db3oI28AxuGjrYWbvzOVzDG8MVv/uB/iit+n4OPoX7F+7z96guDOu6QCcrzTzzMw/feyZjxkxk1etxQXQYodIiXCRKpySQzk8i1+wR+K6G/BGOaC8ajQKrRJFOVONLlwKPmcvzpn+HG73yd5594eIBXtlTXlPH5b3yZJx9+lGcfewptWjDWB2Hx3FqUOxEvuXYDCa0j/njXzRxzyheRctPRYq94fxHfO+80xk+eSt34rf4ndpKuUI7DkZ/6PPffeeOgVtYOyTe0eME87r71+3zxsh9u0r5NUiYpq9yW2nEforIqgxLN+Ln5aF2MR4zC88aQTJajHJdd9prNV797I3+482b+cNfN/Q5axan+WXTUSOjPp6Iqy6nnHslDdz/BwrcXI2SEkBpjJIi480tPPPPPv1JRVcOHdt1r8G7AevDa8//muovP4pATT+fEz507aKUDww277XMQOgp5+Zl/DdqYgy4oLU1r+MkVX+dTX7h4k+YpGaMLniSHVNlEHK8KP4yw+OQ63gBC4rjLZBxnIsrJIITPhMmjuei6O1j09mtcd8nZrF7+fi+j29LLWoOJGvBzr5Ht+C/t+fn4uoGqMQ5HnbEX997yOO2t+ZhdOFxFGCzr9cn2jz/+msNOWn9tSdFb5uezJftmQ+Hnc9x96/f51c1Xcs43rmXOAUcOaJwtBVJKDjvxDP7xx18P3piDNhKxq/GnV1/MnAOPZJc5g9fWpj9QysH1irq2h+NNJZGoJdLZmPcRH3gHaEOIrRBsg1Ie2A7KKyv46ndvZue9Psr3vn4aj/75t4WmfgXYCGvasMYHmyOKFpOPVuFHDUSmBW2zWBGxzQ7j2f2j2/O7H/+TwA9iynHdgbVRN2HJ57Jordl+5u5rfY7eGkzoqKPQsGPDd4B3XnuRy790ErmONi676W6mzpi1wWNsiZi1576sWbWcpYvmD8p4gyooRVfp4Sf1zoe+KWCtIQp9BCkcbyuSyTSuC9ZoQrsUY5diaQEqsUxAqjSCCCklBxz1SS689nZe/Pc/uO7is3h/0TsAGNNOGCzHz80jDN9B25VEUSuRbiGKcoRhQBQYcq0Rex44Ay/h8tTDr6CkJQpb6GhbgjVRaXdoa2li7qHHYEyE0RHGxNQKOgrpaGvoQbNg0FFH3N5oA+SkvaWZ395yNb+49lJOPPM8Tj/3cjJlFYN6r4czlHLY5+BjePyhewdlvEETlFXLl/Dg72/j1C9ftkmN07UR01AYGwFlSLkVuXxhIep2omg1OpqHtQuBJJZRIJIUV+GY8ZP4+lU/Zbe5B3HDZV/iF9d9k/rli8G2IGQ92i5B047jhjieLSUlG2NIZGKy1KNPn8MLT7xFw4oWlKojDB2iKA9YVi1bQC7bzrQZ29Gwcj4rl85n1dJ3WPDmc7z75r8J/WwP17BESJeOtsZ+Gaf5XJa//u7nXHbOcVgLl910N7Nmzx3ke7xlYO+DjuaFJx4hl23f6LEGZUVba7nr+ss54qQzN0ltwLoghMBxPJRKIIRCqdFk0pMASZCPiIxPZNqIohVE0ZI4naUHpFLsf/iJfPfW+xk9fiJXX/A17rntdzQ2rAby8TnSFFJQ4u6YUkmkFDiuw+jxoznspLncfetfSCbHU1M7GS9RjrWG55/8O+lMGeMnz6C6bmtq6iZSXlVHWUUldeOnUlE9rmS3WGsxRiMQpDJVvdoz1miiKEu2vYl/PnA33zz7GFYsWchF197BJ8+5kEx55RDf8eGLqlF1bDtzN/771KMbPZZY11Pq5E+fao874RN9Hi8i295KS1MDYyduvZZ2oIjQg5l7OSBYlA3xTRYhYrVGIEC4CJFErGd+Wke0NK6io62dRNIlU5EkkfLiXl/WxryUhe6YcbawAhT1yxsor6wpLVZrDauWLWHcuHEY5RViPBZrRZ+7sLXdm090/1SG0M/R1tJEtr2DRDJFZU0tiWS6wChm1hm4HB7fzdDOo6OthWx7W79qik44+vAXrbW9dhLcIMat3qB1xHcuPIdPnHU+iSlrsyZtLjYlay1aB4S+TzJdRo1eydsNb+MmOvAK1HWuKkOpGqSchBSTEGhArVX6a6XB1qXxE8/zn3//nacefp4gH7LrvtsxY+dJjN6qOm7xIxTKSSNEJa6cxpJWwR2Xf53v3HIvjqNYU/8S3z3/PG6/65csblmGMQYvMRbPKyeRqqB3I8Ti59vxvBSyEM1vbWrgtRee5Nl//ZUVSxax+36z2WXOTmTEKFY3uIybOIU4aVTHAiYk1gYlAYZ45x0uTFdDOY92meAb557J93/58EbFjDZajP/zjweoGjWaHXbedIX+/YEQAqU8RKJAyCokmfQkOjrewVpDKl0sLGtHiAaEGIWwAQYPUWIELo4lQVaQTtfxkQP2Zo+PzmTxO4t56am3uPO6h5FSssOuW/OhXacxedspJFMZPHcrpu84nXETpzDvxiu46vUX+WP9Sj7mOSTbW8j79VSUb0e6bFyhQaAAa8l2tMQ0FFKVvHjWwvuL5jPvped45bnHWbFkETN23pN9Dj6BnWZ/GGOXoXWOKLBIme4yZ4s2HViTJdSrESiUqEQ51Qjr9Xbb/udQVlHFxG224+1XX2Cn3fce8DgbJShGax76/W2ccf4Vw5J2LG7k5qJ1AEKQTk8hCFbGAUgjkY7AUQalWoGVWFuFNDksSda+NRLHqUHqAKtctt0hw7QZ23HCGZZlS5bzxgvv8Mg9z7DsvT9RVVvDlGkzmTRtR/avquG3j/6FS4G/AMcGEVWNLcx662WWHbITQhZVNcjlsrS1ttLauIZVy9/j/YXzWfLuWyx7bwE1dWPZftbuHHHyWWy74y44rhd34LcGrV207SCRCNA6wBKCdbHWJ/DfIzSrMDoumtORRKpKkok6jFNGoJtwVFkho3fDvkOjNcZopJKlzzAc18GsPebyyrOPbz5Bef3F/1BeVTOkrT03FsWdBW1RTgXl5TvR1jaPfK6JdFLFbMJOiKSByEaE4Vj68nEoOQ4pqrBojF6JFBop0kyZNoWtp+/Mx08OCQJYtriDlUtyLF7wNmueeIQsMBXIAv8GLrGWn9z2BxofeQasSxSGtDY3YrSOSUara6muHc2EKVPZdc4XmLjNdBxH4ufbyWbbaWleSlX1eJSTBAu59ixarEQ5Gh0FGGNw3VoivZhcfil+vh0nEWG0QEfgui0YuwKT+TDt2bdRopxEYhxKVaBkEiH7l7ksZKxuRqGP1gGul0Ypd9gJy7Y77cp/Hn1go8bYKEF5/MF72O+wEzZqApsCxXJcISReYiwVUpDLvoU2Pp6QKBRKxilhAWl6sxXiL99DCA9rLdJJF44kgABBDkE9ruMxdXqGqdvVMOdAyZkP3cvvgRuAecCTxGHPX2nNbaefTEXVtniJKiqqaku9yay1BH6O1uaVlJXX4CUzRKGPl6zEWhdtIjramiivGoOUikzFODo68jjKxYT1hPlmwmANvt+I1j5B6BPpCDBEYUQQCFLpBNZq/GAFSjURmXpcVYHjVuK641GyEiHWveiLxFGul0KEEh0FCAFSDi9hGT95KvUrlhLk83jJgdkpAxaU+pVLeW/+m5x98TUDHWKzQAiF645FpCX59nmYME+y2sNRHta60A/avHgRdL3hCcDF2hRSddf922vHcEz9Ss4BtgW2AZYA29SOZsr2M0gkqlFyNEJ4pcUlhMBLpKgdM6U0Fy8Rf1WJZFkhntLZK00IiaPq8JwkiYrx+Pl6crn3aKrPEYU+YZTH91txXIvrSYyx5NNZTFmE1m1IlQfpY0SeSLdgbCNKjsVVE1BOWf9S/oUGLO2tqymvGIsYRsxZrusxbuLWvP/eOwPWfgb8aV789z/Ydc4BW2T2aZzuPhrH0xizlCB04sZzcmOYfyWIxFoi9twpX2TuTVcww8+XjlkheO6UL5JObY3AIIReqzBWFBmJe51/92NCCFLpogvakkyNI5Gspax8J4zJE0UNtHe8i7FNZNubCIIs+WxAGGoa65upGpUhlAGuFzsEHDeN1atIJutJJmaQSNR2i+30hLUhYdhEFAhcNzOsdpMiJk2bweL5b256QXn1uSc2a6rKxkIISTI9ljDw6OhoQBtFwh0ciuyueHe/Q+Nfrr+cZVFIa20d7aPHsXz6dKwOClR1EuUMfHF132HiuIuUHp7nAeVYO4pEsgY/mEcq7aFNO0GQw/UUSglamtpxHYeyyiTGgN+WAxx0BMKWI/Bw3DRSKsCioxwWE3sNhcT3W8i2Z6momoiXyHSZV4H4VvbdYGNTYdLU7Vg8/80Bnz8gQWltbmT5koWbrJ3lUEEIhevVgq0i1BorHJQISsFDYx2MLaodpf2gx//Xj3f3O5Rlf/4tq5Yt5sdX/4Jp5bGHKFbTBsdNa0wUt2y1AXEsqPNYUTWzbog2bWibx/VcpJKMGlOG1pZ8NqS5oQMv6WI1eClFe3s9QRAS+QupqJhCRdUkvnby4YyfOIUoCqgbN4YTzzyHZKqKb3zu08ze9xDO+Pr/A+L42gWnHMLEbabzpW/fgJQOb/z3aR749S3ksh24XoIxEyZz/OlfoWbU0AvRqLpxvPzM4wM+f0CC8sZ//8OMWbNx3S3fFy9EIUKPi4lyWNOI5xqUklgkkU1jScdEpRY8x0cIgTGKyDhYW+QTW/eX3drUwPYzd+e1F59m2kF7D+oTtujZi+NFHqIPr53r1BHpOqzNoY0p0Ew4SGVxHIVSDoEf7wI6FEgJQubx/TztbS46Unhegm/eeDc6Crn9B9/ipf+8xEHHnkIimWL5koUEfh4vkWTeS89SNaoOKRVRmGP18hXcfes1fOHSH5QIiV559nHWrF7OtFETBu1e9IXKmlpaGusHfP6ABGXhW68x7UM7D/iiwxXaKsIogzYtWJ2Ps4qddqRKIZAIYUg4As+NO7uEUQI/SBBZhbGKvoTFGENrcwPbz5rNordfh4PW788v9i0D2W+hit+3rs4tAtcZjTYNBeNbIGUCMFgBqUwSz1NYo1DKJQxCojAilTFUVo6iomJa4TpxSfO2M3dj2aIFBZUMdtxtDq+98G92nXMAzz/xMLvPPZj5b7yE46Z55P5fcsBRJzNmwqSSqjhz9tx4znpVvz7fxqCypo6WxjUDPn9ASZFLFsxj8tQZA77ocIVyPBLJSpBjMGIsgRmNcMZgKceQxBQ46LO5dsKwnShqoKN9BYG/mihsK9WSdDV4i2n1yVSGrbfbkSUL5pX+3vU9nS9TSFNZRVvLqkEhWY1h0GYNoHFkNY4aFaueTgWOyuCoMpKJasorJlFbO4faUftRV7cLZRVbIUSaXG4lba0LS/PVOuKNF//TjRJi930O4oUnHiEMfJa+t4Ctt9sRgUAphxXvL2TK9BklofJz7YRBbpMQ4UIcoc9l24nCgbWp3eAdRUcRy5csZKttNn2X9Q1FS9Mafv+z63hv/ptc9o2L+ekdV3Dimeeho4i7f/p9mhtWY41lz48ezmGfOKMUb3nrlRf5069vIfTzOK7LdjN354QzvgqU88hf7+ORP8Z1N8lUiiNO+iRTZ8xAm5B0RhJFhkQiReD7uJ6L0ZqmNUspq6hk/KQprF7xPlEUEoksINBaIwRYY/ASSfx8DtdN4iU8hBRoHaDE4LQukiINohzljcfYNoTtQMnKApW3gytr4upPNQpQKDWKy84+kZbGrp7N0/n8kSDVSuYeOpY5Bx5VOrLV1tNZs3oFzz3xcC9EP/H8dZQnl83xo0u/iJ/PMeegj/OpY4/A6Ag5hC5lKSWZsko62loG1Nt6g2e2cul7VNeOIZlKr//NmxHWWn5yxfl85GOHc+YFV1GjV3H0qf9Ha3Mjd/zo23zqnIvZYZc9CfJ5brnqAv714D3sf/iJLFu8IGa4uux6xk6cgtGaJx/+AyB49blnePxvf+H8q2+nrKKKJe++xU+u+DrnX/1TyisrQXhIqdE6IvA7CEOLEA5Gh3EFpusyZsJEwiBPW64ex03geimUm0AoCcLB8xz8/BraWttJl1WinMHqkCIRIi7cEkIgbAphVuDIMWAjEKBEGUpV0dkG1mXWHq089ffYPilCOZq9D4STzjp/ravMmj2X+267nvOuvJX2Lv2ex0/ahmWLFzFx6vaUVVTxzRt/y8P334Wf7cBiCYIOEokyhBy6pn/KcQbMMLzBqlfTmlWMGjN+QBfblHj71RdQjtON8nni1tuyatlips2YVWJr8pJJTv78BTx8750APHLfXRx24mcZO3EKENem7HtYPMbD993Jcad/hfLKOFt48rQZfORjR/DvR/6MlyhDKRfXS6KcJJmK0aQzo0llapAqjXIUYdDGqLoxWGOpqp1EedUYkulKHDeJlAITNmJ0C0KmGTVmG8oqxvRJF7Gh6MxO6AxqChQJdzsS3g547g447lTi7IPO6x1x0gpkD1ZnIQxzD30aayL8XGs32u85Bx7JESeduRZL18HHncpD99zO6uXLSgHM0M+TzbaioxDH6SyeGyoo5fSLorw3bPCO0txYT2X1YNAyDC2WL36XyVPX5hdZvmQhk6Z1t6/qxm2Fn8uSy7azbPG7HHDMp3sfc8lCJvc4d/K0GTz9z78CvSQElhalBCsQMkl5VTWRjrotWmstgiiubREVJNNlg+oVWxdEIcja19UqayI+8rE1PPX3WnQkgTy7zlkAYjntbYJUurabHVVdO4aPHnnSWuNMmDKNT5z5dW7/wbfI59opq6iiunYsBx/7aYSQKOWidYgSsSd1KD6/tQYxwOrbDRaUlqY1VA0Kf8kHB44TP8kcN0V17QRM1KObio1AJhCuh7tZgnNdA5ZrX/uIk1bw9KO1aMD1PI4+xaeiamesjQo9oB1uuOfJtc7bbqfd2G6nzjqonXbfe60MXmstyqwGIfD9DoSfJZWpGtRPV4TWGrWB7G1FbLCgtDY3Mnrc5i337Q0XnrYTzQ1d4zpxMPTFpwKuvuO10l/HT9yG+W/8t9u59SuXkkilSaXLGD9pG5YsmNdrq6VxE7dm8YJ5bD+rs3vKkgVvleICfcFLJsnnsgghqKgehS7sKCWI+GtQqr8CYnFkrEIYK1HSEGmF7WOhr3c0C9g2hCjD9uKOLu4qT/6tjr0OWENNHUACa9d++nf1YvUrA7nLe9JDJCBF+Pks3gC7Ym7wPqTDcFgGGmfObkY5PRmIferGdQrF0kXzGbPVZBa8+QrzXn4WgMDP87tbr+WgYz8DwEHHnsJD99zOqmWLgTgGUuzkcfBxp3D/HTfS3toMwPsL3+Y/jz6w3gzqyupaWpsasNbiet5aLtF1kQ31BoEt5IgVeEYQVKWyZDwfTwUoERXYmC0QsW6KBVtg9urAmNY+33XESSsYNcbn8JNWrHfeWm+4C7aY3R2/Bn9HDfJ5ojAknVkPr00f2OAdxRhd8oUPJ3RVD4pwXYdU6gd848z/8M1LLuIPd93NiWeexxcuvY67b72G395yNcYY9tj/sBJj8FZbT+fEz53Hz7//DQI/jxCipC7M2mNfmhvqueaCzwKCZCrDZ8/77nrdjV4iiZdI0tHWEt+7jYwdWAQWh8pUjoQKcBQ4Kh+nzYcQRgI/EuRDQWQ8DOWsa6cRtAJtSJnDkqG3tJrKmogrfvZGv+an1KbrDtpftDStobK6dsBCuMGCIqQacMfCoURPo1M5hr0ObOCT58RchDV6FV/61vWl95931U/7HGvm7H2YOXufXo/te9jxJS/Yhs2vlpamNfG926gnpiXhaGrL8pSlIjxlUVIDGm0snhPhhxoZWCLjos36Fq1FCB8pNWAw1sduRP7Z5k5+7AvNjfVU1qzNDt1fbLDq5bjugKObQ43YlRn/LiXd1ITNjcqaOloa1hAGQT8WU2cLVym6krTGVkh50qcsFVLmWTIepF1B2oWUCwkX0p7EcwVWlGEpY912i8GVIQnHknItSqxPVdsy0dK4ZqO8tRssKBWVNbQ2Nwz4gkOJ4q4ihGWvA9ZQWT0wn/lQYMz4SSx/fyFtzY2ofkSgk46mJu1TV5Yn7XYu3vJESHUmJOMZkq7FdSyuAikdlBSkHAfXdXBkEmOSBTum74UvECTcBOlEgrKkIu0244gcknCd521pWPH+QkZPmDzg8zdYUIoqxHBFb0bncMCkaduzZME8WhrXrJPZSghLZSpkdEWeunKfUZmAcRU5KpMhKdfgKEvSsbjSIIRFCYsQ4AiBKyWeUnhKgU0Qag9tXda9owg85ZHxPNKeR0UqoiLVQMJpJHYEDB9oHRKF+QHlhy2eP6/XuFp/MSBBad6ILMyhRtHoHE67CcSBySXvvkVzY/06dhRLVSpgTEWe0eUhlSlDZVpTkQrZelSWHca2MaU2R3nSkHAsroy/QCUEUoAjFY5SJJRLZVowujyPkutbVALPdSlLJQovl7JESMrrwBXtxBnMwwNSKDramtA6xPSD6LYrFr87j8nTdxjwtTfYmK+pHUvj6uH1tN4SMH7SVBpWr0A5To8dpXMhK2mpSQeUJ3TBXrAgDK4UWKsJrcRzolgoHIk1xSBhIYIiY4easpa0ZxhbEZBwDE3ZBB2Bg+5lzStpSXqQUC6uskgk2hgCHaFEntAOo8beQpAqq0BHPsrrP1luc0M9OoqoqRu71rH+7k4bLChjJkymYfUK/Hzuf4rSbKihHIdxE7dm2eIFeF6SDqC4wB1pSXsR1ZmQqpQmlYhVKyUMUgmEsbT74IeSsqRFSInVAkcKrLQlWZMCjI0dGUpaFAZHhZQnNC15l9VtCYJIIoVF21gdc5Ul41kSDiilsDgEkUYKizXtYGtgE7AT9wdFfks/1xEvcGv75WVb9M7rTJ6+Qx/vtWBD7HpEYUBer/GTpg4J8+r/OiZuvR3JVKbQGTJGRTJkVMYn6VlGlwekE5qE1EgilLAoGwcYU65mVCaPK0T8kgYpDS4CKSyO6FTDXClwHUgkLOUpS0VaM6bcZ0pNB6PL8yXPIAJGl/skHYNShQbnUuAocCUkkhphG3vQUGxeCCFJpMpKgtIfvP7CU3xorU6mFqyJ639QROvhpx9QAcDkaduzZMFbTNvhwwM5/QOLsqpqoqjTtS6FpSIVMCodkvYg6RmUY5EIipFTU1ikUhReFLYNaxFWxunxXZ53gmJmMChlQcW7i6ssCddQkdLUlIV0+A5hk6Gu3McrqHkCS2DjeEo8gZAgbEK5tf1rWbSJIIToN9W3MYZXn3uSQ44/rfQ3ay35bBOuYxAyhXIzpXZQfWFAn37r7XZi/psvDeTUDzQa61ciEIRhAFiSjqYioSlLWFKexlMG11qUNThSIYUovZQUSCHjp3vxSWoNwnZmeHXN9IqbhksE4ClIeJD0LJmEobYsYtKoPK5jSXuxEIEhMppIR4Q6IDI+xgQ4ShfG3DJdxYvnv0mmvHKtbvbWQnt7HmP7FyAdkKDsuOtezHv52WEbeByOKJbO7rTbHHIdbTjSMqHapyJl8FyLJw09q+4Fa9PRdfu/jSsjremhGvVITBTE6ponLSkvfqU9ixSQ8CyuE9eYxEZ8QBiFGOsjiEg4OSStW6qc8MpzT/SaZZHKVFNZMwHH7Z+dPSBBqagexbiJ2/DO6y8O5PQPJBa+9Ro1dWPZ64CP09HWSm3GpzoVknAMjtDdslqKwtDV+OwqILawaos/sTYWlqLe3kN/L44jpUIKiSsFjoiF0pNxt5V4O9LxWERYq3EdSCUFaXc1KbcRRw6/IKQxUZ+eK6M1zz/+8Fp8ot2SOftpfw1Y8Zw1O+4QPoL1Idb9573wGHvuPYcD9t0RazVN779YUnscKUo2QHHxF3sQA2vtKsW/dd9diqRGna+SwBjTabsUF0iXXUgSq3ZKxnORCFzHwVOCjKuoLofKdDNV6QYSTkchM3nosS4hKEKswyP3xktPkymvZEof8RMhRL9LjwfMuBWFISuWLmKrKdPX6aL7ILA69QYhCunwAqQwvPfuQiZNnkAymSCXDWhqbGDixLEblx+5YTPq8X9LPm9JJjsFtNgFRlsb0+5RFNKilSLQJm4MaO3gGfd9fTdFar6enSY7uy6vG6uXv0+6rJyyiqp+zWNoGLcU/PyXV7PHvoew50cP73OMDwKrUycsCcdQkw4ZlQnwHIOnLP/4++Pc/Zs/8dvfXIsUlrfeiTj93HN5/B8/o662usvZfe8g6zrW13uL7y8tsoJf2FqLsZq35ofMmO6VymO11Wgb4QcRfhjhRyHGAtYSWhun74cua9pCAjMWbQenwUhf3421lmyumWxHI6l0OZnyWrDxThPzyvTN6bJm5TKuvPBCvnfbXwnUxvfH3qjHwn6HHc+/HhwceuItG3GWbyYRsVVVnglVearTEZVJTdrT3PO7P3P6KUeQVAZPxl0ZDz1kDr/8zV8LZ9s+BaHnorcUCCN70ud1GWOt2RXVMa1jlcsYhC2O2WnPKKFwpEPS9Ui7CdJeioTrxiSuQuA6FiVDkgkfV7Yw1OktQgjSZVWkMzU0N66mraUea01M0Wfi7vl94Z8P3M1HPnbEgGkeemKjBGWn3fampbGeRe+8PiiT2TIRBwNHl+fZZlSWcZU+5UlNwolf776zgHcXvs/BB+6JsZ2L+UvnfILb73qANQ3NJXujV1uk2KCC7j+xlq7/+p5d78dL4xTyXopXligcqUi4LinPJeW4JF0X15E4QuCoWPiTbjuubEWSZSgFRghBprya8RO3j1u+BjkAlJPsM7bTuHolzzz2YKlqdTCwUYIileKQE07jj3f9eLDms0Ui42nqygIqkpqUa0i5Fk/GT/FrfnAn55x1PI7jdFuwUyaP58gj5nLjT363zoXe81BJ1RDdhSdWsWRpp9GmR8fKriIjZUkN60JpHMdkrEVYUEIiiZmIjS162QxKREhCXLcdz12KI+uBoS/kk8ohXVZDIlm23vf++Te3su9hxw9qt6CNtsj2PvBoGutXlmrQP4jwHEPCMXiOxZVxagQCXvzvm7zzzmJO+dQRXXqcFA1jy5e/eBL3/eFRli1bDfSvOrBE8VBSnWJ1zFiLNoZIa8JIo3vGVooQIKQs2CUi/r3YNqnwiltXdlH1iI37IAoxGKSMEPg4Io8Q7QiCrmcPGXr2JusNyxe/y+svPsVBxwzebgKDICjKcTjq0+dw/503Yfr6cv6HIQUkXYOSoAp3UxAvtO9dczvnfeXTJBMejpJxZL3LYhpdV8OpnzqC7117B9B7JmvP3abkncLG3ilr0SYWEl10A0uJo7p/tQIRx1GkgxTxXGI+oi7u4uKrFPmPf0TGkAsDAh2S9fMEUUAQ+WjbgZStCLsIbEO/YxJDBWst999xIwcfdwqpzPp3ng3BoPj4dpnzMRzH5fEH7xmM4bYoWAu6YFeaLg26f3fvI+TzAcccvX9hcVNSYaBTXTrn7OP570tv8ehjz/Xrel3tGdUlvUXJOKFRyvjvxbhJ8ZzYASBLsYNSELKgrtmuT+kewcrYS2bQRtPu+2R9n8hotA6ITA5LE9a8h6WNTbGz9IXnHv8bDfUr2O/wEwd97EERFCklp375Mh74zU+pX7l0MIbcYmCBNt9BW7AmVguWL6/nqmtu5wffPxdHOSUzXXaLBcT/MpkU137vq1x46Q00tbSutYOUFnm3a3Y30IsuYFkwbntG+WMacYWUsmDHFEPxcdJlHJzsvhsYW4gBIUo7UKEBGMbGKTnWGIQNQeSADqxZCraZzVHs1dK4hnt+8UNO++q3h6Sd1qBFjcZOnMIhx5/GXddf/oFSwQSQjxRtvotFYCycf8n1fPbUo9h+uyn9GmOvPWdx8IF7cfn/+9lax+LdyHRLWynuTj1TWYq2ii3UaQgEQimE48RBO6mgGIkWBQKkQuS+lA1TygygsEtJko5HykuQcBNUJDOkPIeE4+C6CqkEShqUCpGiBW2aBo+pop+w1vLrH1/J3gcdvVbL28HCoOZOH3DUJ9Fa89A9tw3msMMenopQMl5sP//F/TQ1tfKFs0/oV3Cw+J5Lzj+dZ194nYce/g/Qu1u3q0AIYs9WqHXBPikISLfBY2NdCgnSKaleQCELmVJ6S+e43ecshSQhXTJOgjIvRVkiSVkyTVkyRcrzSCgXT8q4PgaDNTk2ter1n3/8mfqVyzj8pM8N2TUGVVCkUpx14fd44qH7efmZfw3m0MMWltigV9LwxJPPc+sv7uNnP7kU13UKx9d+8hdR9CoVVbCbr7+Iiy69gTffXlg63huK9kdsm8iCalQ41sUzJGTs3i3uIqX8sS5Jk1Z0BjG7euSKdpAUEtdReMqhLJGiIpWhIpmhPFlGxk2R8lwSrosjHazVyPXW6A8uFr71Gn+48ybOvOCqIe1gOujVOFWj6vj8Jdfwq5uuYNniBYM9/LBER+DyzvxlXHjRNdx8wyVMmDC6MzbRRyCxJyyWWTtN59uXns3nzv4uTY1r2yud6JJVXLTT13Kbis6D9DhmdaeHrQvTV3EeXeckC7ZPwvVIuR4ZN0nGS5L2YnUs6SZIui7JhMJxRVwMJaJ+Vx9uDJrWrOLWqy7glC9ftt7+zxuLISlb23rbHTn+jK9x8+Vf61bR978JwapVa7joa5dwzv99llk771QoQDTr3U3WGkkIjjlqf444bB/O/r8ricLeA3nrCrd0RtwLhVtrZcfGEZ3SfEo7iei2k3RVw4rFY45UeMol6SRIOh6e4+IqhZISJQSeAshjzZp1B1EHAYGf58dXfJ39j/hEn109BxNDVt+55/6H8bGjPsmqZUtorF85VJfZ7GhpXMMPL/0iex98NAccfgSBFkSG0gIUPWInRfS0Qbo+gC847xQymSTnXvgDwjDqpvL3lXK/NgoCulb72x6FYKJQmNLDPulLkONs6IInTEqEUKVe1FEYYXWEp/Q6hXljoaOIn3//EsZOmMzBx586dBfqgiEthP7YkSdTXlnNdRefzZqVy4byUpsFjfUrufbis9hjv0M56NjTaOjwCLVAW0FxP4klQHT71xtkyci2KKX48Q0XsXJlA5dcdvNaqSh9oWc+WKlsuBsJa6eaVbze+h7+pV3RxuX6XeNFpWsLidFgNGiboX+J8BsOrSN+ce2lWGs57avf3mS9joe8Y0BFVQ0HHvNprrnwDBa8+fJQX26TYdE7r3P1+Z9l7qHHctgnzsAiyEcOgYbIxNHyYuhNsO7sXuji2gVAkE6luONn32bhwqWcf/H1GG26CVpvFY9dISxYrQs1HRHWaKyOn/hRGKK17nZ+b+N1TW0xWLQ1hCYi1CGBDom0xmJKO4xQEivcgqAMPqIw5OfXXEI+l+WsC7/X7wYTg4FN0lpjv8NP4JQvX8YtV57PU3//06a45JDimcce5KbvfJWTP38BBx7dSWMXaUE2tPhaE1nQwmJEDxWrR6Cw9HfbaQsU/5rJpPjV7f+PpctW8X9fu4b2fEBoQFtJZAXaSnTXCuDeXMrWYIxBRwHGRERRRGtbB50iQLcs3K5CU0yVMdYS6VhIfB2S1RF5HZKPfPKBjzZx258wMOSygrjMaXCf9PlsB7dceT5aR5xz6bW4XmJQx18fNlkPmh133Yuvf+9nPHzfnfz6x1eRz2U31aUHDUE+z+9+ei0P/OZWzr3yFj68537djoda0Z6X5AKLH8VdTYqhwm7NPmzcRieOgdhuqkxsSMdLWCNwkyluveU7aCs44eQLePf9ZppziqasojWv6AgcsqHC15LISGwpJYVOq9+aUhOKMArwkt0LnoqOB9OLpyqORxZSWGyhAUXkkw3y5Au9sCKt8QODMYqEl0YM8rJas3IZV1/wWSqqR3H2RddsFiKrTdqsaexWU7jo2jsJfZ/vfvlk3n7thU15+Y3Cgjdf5rtf+SRtLU1c8oO7mDB52lrvMRZacx650JIPfbTVcYqIBCNAF9QXQ7zrhDoiMprQGEJjiAyERpCPJNlQ0eZL2nyFT4YLv/0tdt5jHz5x4pd56IlFLKhPM78+zbIWj4asS0vOoSOQ5CNBaGLTvDPrSpR+k0KiRBcyI2MKgtqHCiYsyO4ZXMZotNEEUZwkmQ0CGlvyaOsh3RoGc1m9/doLXH3+Z9nn4GP4zJcu3aTqVlds8qumy8o57Wvf5tXnnuS26y5j1uy5HPmpz1NWWbWpp9IvdLS18Je7f86L//47J3/+Qnb+yP7reLcg0BI/jCkZIm1QMs7yBbDGoAt2Q6ijeLfRBVesUAgh0VqSDyWtORdfC4wV5IJ455hz5NlkRm/PFRdfwFGf+QL7HHw0jR0eSliSrqEiGVJTFlCZ0CRcgyMNSog4cdNYHBUvd0eJuCbeEqtNFBvs9bLALUjb2V9MyLibi5IKAYTG4vsGYx3cRA1WVjMYapcxhn/++bf87b47OeO87zLjw3ts9Jgbg83W9WHm7H2YusMs/vyrn3DZOcfxsSNP5mNHfZJkanDqsDcWQT7Pow/8ln/88dfs/JH9ueyGu/snzNaidVRQVyza6LiIEEFkDFrHen82MmgTqzVFx1MulLTnPVrzSfxIddkNOvHhPfdj9PhJ3P7Db/HS04/xmf/7BjV1Ywl9SbuvyAYKUZMlQ9wW1ZECbQ0dvkfGi0g4grBLt24h4mzj3iCIVTgrLNJKpLXIUiZAvEsFviUyDk5yDJaJ9EZrt6FYvfx97rzhcqwxXHjNbWs1r9sc2KztUTJlFZz8+Qs54KhP8adf/YRvnn0MH/34Scw58Cgqqmo2y5zaW5p56tE/888//ZapM2Zx/tU/Z+xWU/p5tkaQJbI+fmjwQxchBFqDNg5+aMmFGm0kzVlZcrVGWhDpBE3ZSkKzPj4TGD9pGy76/u08fN+dXPHVT3PMqf/HnAOPAgGteYflLQlGV/hkHIFF0+EL6ttTbFOXQ4gAayPSrocQpltGczeIzp+ykOwprUAaQTH0IoVDLpdDOJWgpmBJ9CsLoS8YY3jsL7/jr3f/nMNO/Cwf/fhJyAHSXQ82Nn8fIaBu3FZ87vwreH/ROzz2wN1c9vlj2Wm3vZl76HFMnTELKYfWlDLGsOid13nioft49dknmLXHvnzxmz9k0rQNI54RhAjbRD4IUBiUEkRaYq0lF1o68i7ZoAxX52hurSyYCSHaCCLjYtZL+tMJ5Tgc9okzmLXHvtzxo2/z9KN/4djTvsTUGTNp7EjiSEOQCGnJJWnLJ6hMG4JI40iJIxVmA+IPRbe1pbgDxen6+cCi3AxW1mGFt1FCMu+V5/jDHTfhuC4XXns7Y8ZPGvBYQ4FhIShFTNx6W0758mUcd/pXePrRv/Drm6+io72Fmbvvw8w95jJj5uxB66oR+Hnefu0FXn32CV597kkSqTRzDjqKE874Wr/7QPWExSMwtVh/DdrkCbUoCEuSbJAh0Eki41BjfLLB4KiYE6ZM4+Lr7uTpx/7Kz665hElTt+Ooz5yDO3Uy7b6gw08hhUXgs7w5w4TqLEqBV9CQrKQUFLWCUncWiD11JQPexn2JgygkNLqgQrpYrdBUIdXAHmaLF8wjTLTz65uv5KhPn8Ouex84KA/GDeW7Xx/W2QBv8vQd7Dd++MuNusDG9tNavfx9Xn3uCV557gkWvf06YyZMZvK07Zk0dQbjJ21DZU0tlTV1fdo2+VyWlqY1bF2heejJF1my4C0WL5jHyqXvMXn6DsyaPZeZs/fZAPVq3YhT3SOszSOFRUqFsUksncVSQ9VjLAx8/vXgPTx8751sP2s2+3/8RLbZbicSjkZJS2QkE6qaqE5ZKtKCxe8FbDfd7ZZu0nM1WGuJCkISRhG5wKfDz5MLNM1tluaOSpS3NUL2nzLbWss7r7/IYw/8joVvv8YPf/gj8hXTBtWjZa3B6FYQDlImAbVegTn747v12QBv2AtKV4SBz9L35pcW+6pli2lpWkNzQz1SKdKZ8lJXQa0jch3taB1RWVPLty69hN/+8W9MmjaDKdN2YMKUaXiJwdmdNhRD3Ywv19HOv//+R5548D4SyRT7HX4Me+1/MIlUGkdGTKgOqU7nWb0sYNp0h066loKKVfTS2dh17IcBfhiQj0I68llyQUjWNzQ2SpzUTIQq79dTO9fRzjOP/ZXHH7wXEOx72HHsdcCRjHNbB/1+WGsxOk8QNuA6aZRT/cERlL4Q8110kOtoxxhdyJdySKYzpDJlCCGGTcdK2HTdM40xzHv5WR5/8B7mv/EyH9plT2bOnsseH9mdbScbsvU+22wjEap7RaotNK2IoohQa7JBnqyfIxfkyfs+zW0BjpOmNVtGumyXdfb/bW9p5rUX/82rzz7BW688z4yd92S/w45n+o67lBbuUN0Pay1aZ0H4KFnVRVB6F5h1CcqwslEGCiEEqUzZoHfe2NIhpeRDu3yED+3yEVoa1/Dq80/y3OMP8+ubr2LbGdM576tf4b2li5i549ZUVZcjEOgCSVGgDX6UJx/mac/n6MjnaM12EAUGKZMEgcRxKum56Npamli8YB6LF7zJm/99hqXvzWf7WbOZNXsun/zCxZRXVm+yzy+EwHEyGCOw5MFEINIIseHL/n9CUEawflTW1LLPwcewz8HHEORzLHrjX4Sh5taf3Mv8txdRVVXOjB22YcJWY6iuqSBdkaZmVAXpCo9AR7S0tWGswuARaZ+Wxgb83Bpam5+ntWkNq1csZcmCeeSy7UyaGtuQh55wOtvN3G2T52X1hBQexi5B2wDJGKAo4BqQ/WITGxGUDyC8ZJLtdj2IarOab1/3fTwnx4qly1g0fyGrVq5h0Xv1rK5vpqmhgabGJgI/zjYWUqGkg+N6VFSPorJmLFU1tVRW17LbPjM47rQvUzt2wpC78zcYAhQh2EYwrWhbjRRpjDZYUYPbD4bhEUH5QEIACmMlDe2j4i4qlePYfvYsdpR5/MglNBmkiFCilUj7hdT5chD9924NC1gL5BCiFSUjjI6Qdim5nIOQo0mmx/VrmBFB+YDD4sQVmUCgPaD4dBUYq4ioK/6X/gZDhw8s1rajo6V4iShOANUR+ZxEeRPxkmPW6YjoihFBGUEX9BSEHo33bCk+v8kqCzcaIoV0RoHxcaVFOArj1eCmxoPof17aOgVlrz12p0av2qh5KqKNHmMwMFzmAcNnLgObR7Fmc3PPY33oMU87GiFiDkqb8MA0bdBoA2fc6ieGS/xiuMwDhs9c1sV0ZU0rxmYRIomSSSBCEMZ006JqUHeUwbwf8dzbiKImlKrFURKLgxINhH4e6VSDqmNDhX1E9RpB7xAefv49pMziSBDCIq1HpKtxU2vHT4YLBCGwGmhE0YqNMlg1Dj9UGGrx1MDiOCOCMoK1EO8WSVyvmjBsQgdZrLU4XiVSpRmuQgIGa1cgbQPlSUE+20FIGle5KHcUClHgTdrw+Y8Iygj6hJQVCJEAJyqkdKZQ7qaLrPcfcRqWI3KkEu1IXLLZAE0VyhsLYv0JkevDiKCMoE8oWYEUEzGmAWs83NRWCOGtu1XlJodFSU1CNOHYRnQ+SzbQSK8WNzkZKwanI8yIoIygV4hCrb3njQNbF7edkO6w0bqs0TgqJKFCylMdRH47YaiJdIJ0+SiMqCQMB69t0oigjKBPxC1UFTA8ynGLsCZCmnqqMjmI8iSESzrtkgtcOuxY/Gjw2xmNCMoIthjEXS8DhF5DebKRlCtRnkZJidaKtlwKbd0hUQ2HWfbaCEawbuiwiYTbjCMCrA6xGgQu+cghkkPnth7ZUUawRcF1XPJBgqSrSLseSnm0Bw7NQTmBTg2Zo2FEUEawZUHVoJwqsjokaAesJNASi2IoPQ0jgjKCLQalWIiVaOuibdFyGHpX3IigjGDLg4jraTYlRoz5EYygH1iPoHSyx45gBB9kjOwoIxhBP7AeQRHDLK9nBB9UdHJQbh6M7Cgj2DJgLUZvPir2EUEZwZYBIZBq83WAGXEPj2CLwOZuZjGyo4xgBP3ABguKLVCvbU7DagQj2NQY0I4i5fCqTxjBCIYaG2yjbG5dcQQj2BwYsVFGMIJ+YERQRjCCfmCdjFtCiBc24VxGMILNjTXW2kN6O7BOQRnBCEYQY0T1GsEI+oERQRnBCPqBEUEZwQj6gRFBGcEI+oERQRnBCPqB/w9UwgMUr5KlWAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import cartopy.crs as ccrs\n", "from cartopy.io import srtm\n", "import matplotlib.pyplot as plt\n", "import cartopy.io.img_tiles as cimgt\n", "\n", "fig = plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((70,180,-40,60))\n", "\n", "# Add stamen background\n", "stamen_terrain = cimgt.Stamen('terrain-background') ##maps.stamen.com\n", "ax.add_image(stamen_terrain,2)\n", "\n", "ax.set_xlabel(\"Longitude [deg]\")\n", "ax.set_ylabel(\"Latitude [deg]\")\n", "\n", "gl = ax.gridlines(draw_labels=True, dms=False, x_inline=False, y_inline=False, zorder=11)\n", "\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "\n", "plt.savefig(\"output/demo_epi.png\",dpi=300)" ] }, { "cell_type": "markdown", "id": "66aa95c0", "metadata": {}, "source": [ "### Rekap kode\n", "\n", "Jika kode-kode di atas direkap dalam 1 bagian maka menjadi:" ] }, { "cell_type": "code", "execution_count": 5, "id": "bd122473", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/anangsahroni/Environments/envgeneral/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:324: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n", " warnings.warn('The .xlabels_top attribute is deprecated. Please '\n", "/home/anangsahroni/Environments/envgeneral/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:360: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n", " warnings.warn('The .ylabels_right attribute is deprecated. Please '\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from obspy import UTCDateTime\n", "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import cartopy.io.img_tiles as cimgt\n", "from obspy.taup import TauPyModel\n", "\n", "# MODEL KECEPATAN\n", "model = TauPyModel(model=\"iasp91\")\n", "\n", "# KEDALAMAN\n", "depth=10 #km\n", "\n", "# DATA\n", "TATO_P = UTCDateTime(\"2021-01-14T18:34:08\")\n", "TATO_S = UTCDateTime(\"2021-01-14T18:38:53\")\n", "\n", "PMG_P = UTCDateTime(\"2021-01-14T18:34:15\")\n", "PMG_S = UTCDateTime(\"2021-01-14T18:39:04\")\n", "\n", "COCO_P = UTCDateTime(\"2021-01-14T18:33:28\")\n", "COCO_S = UTCDateTime(\"2021-01-14T18:37:43\")\n", "\n", "# KOORDINAT dan NAMA\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "# SP\n", "TATO_SP = TATO_S-TATO_P\n", "PMG_SP = PMG_S-PMG_P\n", "COCO_SP = COCO_S-COCO_P\n", "\n", "# MENCARI JARAK\n", "distance_list=np.arange(20,30,0.1) #Range tebakan\n", "station_SP_list=[TATO_SP,PMG_SP,COCO_SP]\n", "\n", "sta_distance_list=[]\n", "for sta_SP in station_SP_list:\n", " initial_distance=distance_list[0]\n", " for dist in distance_list:\n", " arrivals = model.get_travel_times(source_depth_in_km=depth,\n", " distance_in_degree=dist,\n", " phase_list=[\"P\",\"S\"])\n", " P_arrival = arrivals[0].time\n", "\n", " # waktu tiba S harus sedikit hati-hari karena bisa ada banyak P dan S\n", " phase_names=np.array([arr.name for arr in arrivals]) # mengambil nama-nama fase\n", " S_indexes=np.where(phase_names==\"S\") #mengambil indeks lokasi S\n", " S_index=S_indexes[0][0] # mengambil indeks lokasi S pertama kali\n", " S_arrival = arrivals[S_index].time # waktu tiba S\n", "\n", " SP_taup = S_arrival-P_arrival\n", "\n", " if SP_taup r0 + r1: # non intersecting\n", " return None\n", " if d < abs(r0 - r1): # one circle within other\n", " return None\n", " if d == 0 and r0 == r1: # coincident circles\n", " return None\n", "\n", " a = (r0 ** 2 - r1 ** 2 + d ** 2) / (2 * d)\n", " h = math.sqrt(r0 ** 2 - a ** 2)\n", " x2 = x0 + a * (x1 - x0) / d\n", " y2 = y0 + a * (y1 - y0) / d\n", " x3 = x2 + h * (y1 - y0) / d\n", " y3 = y2 - h * (x1 - x0) / d\n", "\n", " x4 = x2 - h * (y1 - y0) / d\n", " y4 = y2 + h * (x1 - x0) / d\n", "\n", " return (x3, y3), (x4, y4)" ] }, { "cell_type": "markdown", "id": "d02291e5", "metadata": {}, "source": [ "kita gunakan fungsi di atas untuk menghitung perpotongan masing-masing pasangan lingkaran stasiun:" ] }, { "cell_type": "code", "execution_count": 54, "id": "e6b0e3ef", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(119.42228880002661, -2.852528931955689) (148.76572171237126, 19.054729972052563)\n" ] } ], "source": [ "TP_1, TP_2 = circle_intersection(TATO_coor[0], TATO_coor[1], sta_distance_list[0],\\\n", " PMG_coor[0], PMG_coor[1], sta_distance_list[1])\n", "\n", "TC_1, TC_2 = circle_intersection(TATO_coor[0], TATO_coor[1], sta_distance_list[0],\\\n", " COCO_coor[0], COCO_coor[1], sta_distance_list[2])\n", "\n", "PC_1, PC_2 = circle_intersection(PMG_coor[0], PMG_coor[1], sta_distance_list[1],\\\n", " COCO_coor[0], COCO_coor[1], sta_distance_list[2])\n", "\n", "print(TP_1, TP_2)" ] }, { "cell_type": "markdown", "id": "0ffb62e2", "metadata": {}, "source": [ "kemudian kita ubah bentuk ke dalam list untuk mempermudah:" ] }, { "cell_type": "code", "execution_count": 55, "id": "d7de8527", "metadata": {}, "outputs": [], "source": [ "#TATO PMG\n", "TPx=[TP_1[0], TP_2[0]]\n", "TPy=[TP_1[1], TP_2[1]]\n", "\n", "#TATO COCO\n", "TCx=[TC_1[0], TC_2[0]]\n", "TCy=[TC_1[1], TC_2[1]]\n", "\n", "# PMG_COCO\n", "PCx=[PC_1[0], PC_2[0]]\n", "PCy=[PC_1[1], PC_2[1]]" ] }, { "cell_type": "markdown", "id": "3b92a01a", "metadata": {}, "source": [ "dengan masing-masing dua titik perpotongan kita kemudian dapat mengplot garis *chord*:" ] }, { "cell_type": "code", "execution_count": 56, "id": "eec4a009", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# koordinat stasiun\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "figure, ax = plt.subplots()\n", "\n", "ax.set_aspect(1)\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "# plot garis chord\n", "ax.plot(TPx, TPy)\n", "ax.plot(TCx, TCy)\n", "ax.plot(PCx, PCy)\n", "\n", "ax.set_title('Episenter Metode Lingkaran Gempa Mamuju M6,2')\n", "ax.set_xlim(70,180)\n", "ax.set_ylim(-40,60)\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7cc6445f", "metadata": {}, "source": [ "Memanfaatkan fungsi `linregress` dari `scipy` kita dengan mudah dapat mendapatkan nilai *slope* dan *intercept* masing-masing garis *chord*:" ] }, { "cell_type": "code", "execution_count": 57, "id": "f0cb5775", "metadata": {}, "outputs": [], "source": [ "from scipy import stats\n", "result = stats.linregress(TPx, TPy)\n", "mTP=result.slope\n", "cTP=result.intercept\n", "\n", "result = stats.linregress(TCx, TCy)\n", "mTC=result.slope\n", "cTC=result.intercept\n", "\n", "result = stats.linregress(PCx, PCy)\n", "mPC=result.slope\n", "cPC=result.intercept" ] }, { "cell_type": "markdown", "id": "c4d66f39", "metadata": {}, "source": [ "menggunakan persamaan sederhana untuk mendapatkan perpotongan dua garis:" ] }, { "cell_type": "code", "execution_count": 39, "id": "dceb2498", "metadata": {}, "outputs": [], "source": [ "def two_intersection(m1,c1,m2,c2):\n", " x=(c2-c1)/(m1-m2)\n", " y=m1*x+c1\n", " return x,y" ] }, { "cell_type": "markdown", "id": "852d470b", "metadata": {}, "source": [ "perpotongan setiap pasangan akan dikalkulasi kemudian nantinya direrata:" ] }, { "cell_type": "code", "execution_count": 58, "id": "ef04b5d2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(118.98966796026603, -3.175515569961405)\n", "(118.98966796026605, -3.1755155699613908)\n", "(118.98966796026603, -3.175515569961135)\n" ] } ], "source": [ "inter_TPPC=two_intersection(mTP, cTP, mPC, cPC)\n", "inter_TPTC=two_intersection(mTP, cTP, mTC, cTC)\n", "inter_PCTC=two_intersection(mPC, cPC, mTC, cTC)\n", "\n", "print(inter_TPPC)\n", "print(inter_TPTC)\n", "print(inter_PCTC)" ] }, { "cell_type": "markdown", "id": "2b6f9256", "metadata": {}, "source": [ "dari titik potong setiap pasang ternyata perbedaannya kecil sampai 12 angka di belakang koma, pererataan dilakukan dengan cara sederhana:" ] }, { "cell_type": "code", "execution_count": 62, "id": "726a0b7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Episenter hasil kalkulasi 118.98966796 -3.17551556996\n", "Episenter sebenarnya: 118.8893,-2.9711\n" ] } ], "source": [ "x_av=(inter_TPPC[0]+inter_TPTC[0]+inter_PCTC[0])/3\n", "y_av=(inter_TPPC[1]+inter_TPTC[1]+inter_PCTC[1])/3\n", "\n", "print(\"Episenter hasil kalkulasi\",x_av, y_av)\n", "print(\"Episenter sebenarnya: 118.8893,-2.9711\")" ] }, { "cell_type": "markdown", "id": "928f3dc5", "metadata": {}, "source": [ "Kita dapat plotkan dan akan di *zoom* agar lebih terlihat:" ] }, { "cell_type": "code", "execution_count": 53, "id": "442d6949", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# koordinat stasiun\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "figure, ax = plt.subplots()\n", "\n", "ax.set_aspect(1)\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "ax.plot(TPx, TPy)\n", "ax.plot(TCx, TCy)\n", "ax.plot(PCx, PCy)\n", "\n", "ax.set_title('Episenter Metode Lingkaran Gempa Mamuju M6,2')\n", "ax.set_xlim(115,125)\n", "ax.set_ylim(-5,2)\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.scatter(x_av,y_av,color=\"green\", label=\"Episenter kalkulasi\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 91, "id": "004e0dfb", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((115,125,-6,1))\n", "\n", "# Add custom background\n", "terrain = cimgt.GoogleTiles(url='https://server.arcgisonline.com/ArcGIS/rest/services/World_Shaded_Relief/MapServer/tile/{z}/{y}/{x}.jpg',\\\n", " cache=True)\n", "ax.add_image(terrain,8) # 8 merupakan level zoom dari basemap, \n", " #semakin besar semakin detail tetapi semakin lama proses download, gunakan dengan bijak\n", "\n", "ax.set_xlabel(\"Longitude [deg]\")\n", "ax.set_ylabel(\"Latitude [deg]\")\n", "\n", "gl = ax.gridlines(draw_labels=True, dms=False, x_inline=False, y_inline=False, zorder=1)\n", "\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "ax.plot(TPx, TPy)\n", "ax.plot(TCx, TCy)\n", "ax.plot(PCx, PCy)\n", "\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.scatter(x_av,y_av,color=\"green\", label=\"Episenter kalkulasi\")\n", "\n", "ax.legend()\n", "plt.savefig(\"output/demo_epi_pt.png\",dpi=300)" ] }, { "cell_type": "markdown", "id": "3d2a62fd", "metadata": {}, "source": [ "### Rekap tambahan\n", "\n", "Jika kode rekap ditambah algoritma untuk mencari titik:" ] }, { "cell_type": "code", "execution_count": 6, "id": "09866cb2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import math\n", "import numpy as np\n", "from scipy import stats\n", "from obspy import UTCDateTime\n", "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import cartopy.io.img_tiles as cimgt\n", "from obspy.taup import TauPyModel\n", "\n", "# MODEL KECEPATAN\n", "model = TauPyModel(model=\"iasp91\")\n", "\n", "# KEDALAMAN\n", "depth=10 #km\n", "\n", "# DATA\n", "TATO_P = UTCDateTime(\"2021-01-14T18:34:08\")\n", "TATO_S = UTCDateTime(\"2021-01-14T18:38:53\")\n", "\n", "PMG_P = UTCDateTime(\"2021-01-14T18:34:15\")\n", "PMG_S = UTCDateTime(\"2021-01-14T18:39:04\")\n", "\n", "COCO_P = UTCDateTime(\"2021-01-14T18:33:28\")\n", "COCO_S = UTCDateTime(\"2021-01-14T18:37:43\")\n", "\n", "\n", "# KOORDINAT dan NAMA\n", "TATO_coor=(121.50,24.97)\n", "PMG_coor=(147.16,-9.40)\n", "COCO_coor=(96.83,-12.19)\n", "nama_stasiun = [\"TATO\",\"PMG\",\"COCO\"]\n", "\n", "\n", "# SP\n", "TATO_SP = TATO_S-TATO_P\n", "PMG_SP = PMG_S-PMG_P\n", "COCO_SP = COCO_S-COCO_P\n", "\n", "\n", "# MENCARI JARAK\n", "distance_list=np.arange(20,30,0.1) #Range tebakan\n", "station_SP_list=[TATO_SP,PMG_SP,COCO_SP]\n", "\n", "sta_distance_list=[]\n", "for sta_SP in station_SP_list:\n", " initial_distance=distance_list[0]\n", " for dist in distance_list:\n", " arrivals = model.get_travel_times(source_depth_in_km=depth,\n", " distance_in_degree=dist,\n", " phase_list=[\"P\",\"S\"])\n", " P_arrival = arrivals[0].time\n", "\n", " # waktu tiba S harus sedikit hati-hari karena bisa ada banyak P dan S\n", " phase_names=np.array([arr.name for arr in arrivals]) # mengambil nama-nama fase\n", " S_indexes=np.where(phase_names==\"S\") #mengambil indeks lokasi S\n", " S_index=S_indexes[0][0] # mengambil indeks lokasi S pertama kali\n", " S_arrival = arrivals[S_index].time # waktu tiba S\n", "\n", " SP_taup = S_arrival-P_arrival\n", "\n", " if SP_taup r0 + r1: # non intersecting\n", " return None\n", " if d < abs(r0 - r1): # one circle within other\n", " return None\n", " if d == 0 and r0 == r1: # coincident circles\n", " return None\n", "\n", " a = (r0 ** 2 - r1 ** 2 + d ** 2) / (2 * d)\n", " h = math.sqrt(r0 ** 2 - a ** 2)\n", " x2 = x0 + a * (x1 - x0) / d\n", " y2 = y0 + a * (y1 - y0) / d\n", " x3 = x2 + h * (y1 - y0) / d\n", " y3 = y2 - h * (x1 - x0) / d\n", "\n", " x4 = x2 - h * (y1 - y0) / d\n", " y4 = y2 + h * (x1 - x0) / d\n", "\n", " return (x3, y3), (x4, y4)\n", "\n", "# fungsi titik potong dua garis\n", "def two_intersection(m1,c1,m2,c2):\n", " x=(c2-c1)/(m1-m2)\n", " y=m1*x+c1\n", " return x,y\n", "\n", "# menghitung titik perpotongan lingkaran\n", "TP_1, TP_2 = circle_intersection(TATO_coor[0], TATO_coor[1], sta_distance_list[0],\\\n", " PMG_coor[0], PMG_coor[1], sta_distance_list[1])\n", "\n", "TC_1, TC_2 = circle_intersection(TATO_coor[0], TATO_coor[1], sta_distance_list[0],\\\n", " COCO_coor[0], COCO_coor[1], sta_distance_list[2])\n", "\n", "PC_1, PC_2 = circle_intersection(PMG_coor[0], PMG_coor[1], sta_distance_list[1],\\\n", " COCO_coor[0], COCO_coor[1], sta_distance_list[2])\n", "#TATO PMG\n", "TPx=[TP_1[0], TP_2[0]]\n", "TPy=[TP_1[1], TP_2[1]]\n", "\n", "#TATO COCO\n", "TCx=[TC_1[0], TC_2[0]]\n", "TCy=[TC_1[1], TC_2[1]]\n", "\n", "# PMG_COCO\n", "PCx=[PC_1[0], PC_2[0]]\n", "PCy=[PC_1[1], PC_2[1]]\n", "\n", "# mencari slope dan itersep\n", "result = stats.linregress(TPx, TPy)\n", "mTP=result.slope\n", "cTP=result.intercept\n", "\n", "result = stats.linregress(TCx, TCy)\n", "mTC=result.slope\n", "cTC=result.intercept\n", "\n", "result = stats.linregress(PCx, PCy)\n", "mPC=result.slope\n", "cPC=result.intercept\n", "\n", "#mencari perpotongan garis chord\n", "inter_TPPC=two_intersection(mTP, cTP, mPC, cPC)\n", "inter_TPTC=two_intersection(mTP, cTP, mTC, cTC)\n", "inter_PCTC=two_intersection(mPC, cPC, mTC, cTC)\n", "\n", "#mererata perpotongan garis\n", "x_av=(inter_TPPC[0]+inter_TPTC[0]+inter_PCTC[0])/3\n", "y_av=(inter_TPPC[1]+inter_TPTC[1]+inter_PCTC[1])/3\n", "\n", "\n", "\n", "# PLOT\n", "fig = plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((115,125,-6,1))\n", "\n", "# Add custom background\n", "terrain = cimgt.GoogleTiles(url='https://server.arcgisonline.com/ArcGIS/rest/services/World_Shaded_Relief/MapServer/tile/{z}/{y}/{x}.jpg',\\\n", " cache=True)\n", "ax.add_image(terrain,8)\n", "\n", "ax.set_xlabel(\"Longitude [deg]\")\n", "ax.set_ylabel(\"Latitude [deg]\")\n", "\n", "gl = ax.gridlines(draw_labels=True, dms=False, x_inline=False, y_inline=False, zorder=1)\n", "\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "for sta,rad,nsta in zip([TATO_coor, PMG_coor, COCO_coor],\\\n", " sta_distance_list,nama_stasiun):\n", " ax.scatter(sta[0],sta[1], zorder=100, marker=\"v\", color=\"blue\")\n", " draw_circle =plt.Circle(sta, rad, fill=False)\n", " ax.add_artist(draw_circle)\n", " ax.annotate(nsta, sta)\n", "\n", "ax.plot(TPx, TPy)\n", "ax.plot(TCx, TCy)\n", "ax.plot(PCx, PCy)\n", "\n", "ax.scatter(118.8893,-2.9711,color=\"red\", label=\"Episenter sebenarnya (IRIS)\")\n", "ax.scatter(x_av,y_av,color=\"green\", label=\"Episenter kalkulasi\")\n", "\n", "ax.legend()\n", "plt.savefig(\"output/demo_epi_pt.png\",dpi=300)" ] }, { "cell_type": "markdown", "id": "5e92617f", "metadata": {}, "source": [ "## Latihan\n", "\n", "Stasiun:\n", "```\n", "NET STA LAT LOT ELEV\n", "II\tABPO\t-19.02°\t47.23°\t1528 m \n", "P 2021-05-14 06:42:16 \n", "S 2021-05-14 06:49:41 \n", "\n", "IC\tLSA\t29.70°\t91.13°\t3660 m \n", "P 2021-05-14 06:39:15 \n", "S 2021-05-14 06:44:14 \n", "\n", "II\tWRAB\t-19.93°\t134.36°\t366 m \n", "P 2021-05-14 06:40:58 \n", "S 2021-05-14 06:47:17 \n", "```\n", "Dari data di atas carilah perkiraan episenter menggunakan Metode Lingkaran!\n", "\n", "Bandingkan dengan episenter sebenarnya dari IRIS:\n", "\n", "```\n", "0.1364° N\t96.6442° E\t2021-05-14 06:33:07 UTC\t11.0 km\tmww6.7\tOff W Coast Of Northern Sumatra\n", "```" ] }, { "cell_type": "markdown", "id": "e5715a34", "metadata": {}, "source": [ "### Hitung S-P dahulu untuk memperkirakan range penebakan jarak" ] }, { "cell_type": "markdown", "id": "3d504350", "metadata": {}, "source": [ "Masukkan data dalam `UTCDateTime` ([contoh](#Data)), hitung S-P ([contoh](#Selisih-waktu-tiba-S-dan-P)) dan konversi masing-masing S-P ke dalam menit ([contoh](#Menentukan-range-tebakan-jarak)):" ] }, { "cell_type": "code", "execution_count": 48, "id": "eb40288a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SP dalam menit\n", "7.416666666666667 4.983333333333333 6.316666666666666\n" ] } ], "source": [ "from obspy import UTCDateTime\n", "\n", "# masukkan data\n", "\n", "# hitung SP\n", "\n", "# konversi dalam menit" ] }, { "cell_type": "markdown", "id": "1c95a5f0", "metadata": {}, "source": [ "buat kurva waktu tempuh seperti di bagian **[penentuan range](#Menentukan-range-tebakan-jarak)**" ] }, { "cell_type": "code", "execution_count": 45, "id": "74ccd611", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There were 23 epicentral distances without an arrival\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Kurva Waktu Tempuh P S untuk Kedalaman 10 km')" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from obspy.taup import plot_travel_times\n", "import matplotlib.pyplot as plt\n", "\n", "# gunakan plot_travel_times untuk membuat kurva waktu tempuh sebagai perkiraan tebakan jarak" ] }, { "cell_type": "markdown", "id": "ccb09eb1", "metadata": {}, "source": [ "Dengan mencocokkan SP dalam menit dengan kurva waktu tempuh di atas kita akan menggunakan tebakan jarak dari ... dengan lompatan ...." ] }, { "cell_type": "markdown", "id": "adf2c324", "metadata": {}, "source": [ "### Solusi tanpa titik episenter\n", "\n", "Dengan mengubah sedikit kode yang sudah di [**Rekap kode**](#Rekap-kode) di atas, yang diubah adalah `DATA`, `KOODINAT dan NAMA`, `range tebakan` (`distance list`), `ax.set_extent`, dan episenter sebenarnya (IRIS):" ] }, { "cell_type": "code", "execution_count": 46, "id": "fa7d12c5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import math\n", "import numpy as np\n", "from scipy import stats\n", "from obspy import UTCDateTime\n", "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import cartopy.io.img_tiles as cimgt\n", "from obspy.taup import TauPyModel\n", "\n", "# gunakan kode pada bagian Rekap kode\n", "\n", "# Ubah:\n", "#- DATA\n", "#- NAMA dan KOORDINAT\n", "#- distance_list (tentukan dari berapa sampai berapa dan kelipatannya, dari kurva waktu tempuh di atas)\n", "#- koordinat episenter sebenarnya (IRIS)\n" ] }, { "cell_type": "markdown", "id": "0af60533", "metadata": {}, "source": [ "### Solusi dengan titik hiposenter\n", "\n", "Modifikasi [**Rekap tambahan**](#Rekap-tambahan)" ] }, { "cell_type": "code", "execution_count": 12, "id": "378d55b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import math\n", "import numpy as np\n", "from scipy import stats\n", "from obspy import UTCDateTime\n", "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import cartopy.io.img_tiles as cimgt\n", "from obspy.taup import TauPyModel\n", "\n", "# gunakan kode pada bagian Rekap tambahan\n", "\n", "# Ubah:\n", "#- DATA\n", "#- NAMA dan KOORDINAT\n", "#- distance_list (tentukan dari berapa sampai berapa dan kelipatannya, dari kurva waktu tempuh di atas)\n", "#- koordinat episenter sebenarnya (IRIS)" ] }, { "cell_type": "markdown", "id": "5f9c7955", "metadata": {}, "source": [ "## Referensi\n", "\n", "Havskov J., Bormann P., Schweitzer J., 2002, Earthquake location, New Manual on Seismological Observatory Practice: GFZ Potsdam" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }