{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How to recover the first TESS planet candidate with *Lightkurve*?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data from the TESS mission are [available from the data archive at MAST](https://archive.stsci.edu/prepds/tess-data-alerts/). This tutorial demonstrates how the [Lightkurve Python package](http://lightkurve.keplerscience.org) can be used to read in these data and create your own TESS light curves with different aperture masks.\n", "\n", "Below is a quick tutorial on how to get started using *Lightkurve* and TESS data. We'll use the nearby, bright target Pi Mensae (ID 261136679), around which the mission team recently discovered a short period planet candidate on a 6.27 day orbit. See the [pre-print paper by Huang et al (2018)](https://arxiv.org/abs/1809.05967) for more details." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "TESS data is stored in a binary file format which is documented in the [TESS Science Data Products Description Document](https://archive.stsci.edu/missions/tess/doc/EXP-TESS-ARC-ICD-TM-0014.pdf). *Lightkurve* provides a `TessTargetPixelFile` class which allows you to interact with the data easily.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import lightkurve as lk" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "search_result = lk.search_targetpixelfile('Pi Mensae', mission='TESS', sector=1)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SearchResult containing 1 data products.\n", "\n", "target_name productFilename description distance\n", "----------- ------------------------------------------------------- ------------------ --------\n", " 261136679 tess2018206045859-s0001-0000000261136679-0120-s_tp.fits Target pixel files 0.0" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "search_result" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "tpf = search_result.download(quality_bitmask='default')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "TessTargetPixelFile(TICID: 261136679)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`TessTargetPixelFile`'s have many helpful methods and attributes. For example, you can access basic meta data on the target easily:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'TESS'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.mission" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "261136679" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.targetid # TESS Input Catalog (TIC) Identifier" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.sector # TESS Observation Sector" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.camera # TESS Camera Number" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.ccd # TESS CCD Number" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We might want to plot the data, we can do this with the `plot()` method. You can add the keyword `aperture_mask` to plot an aperture on top of the image. In this case we've used the `pipeline_mask` which is stored in the original .fits file, but you can use any aperture you like." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 401, "width": 516 } }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "tpf.plot(aperture_mask=tpf.pipeline_mask);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to access the original fits file that generated the data you can use the `hdu` attribute of the tpf. This will return an `astropy.io.fits` object, for example" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[, , , ]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.hdu" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can access each extension and the data inside it in the same way you'd use `astropy.io.fits`. If you want to access data held in the TPF, such as the time of the observations, you can do that easily by using" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1325.29698328, 1325.29837215, 1325.29976102, ..., 1353.17431099,\n", " 1353.17569985, 1353.17708871])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This returns the time in units of days counted since [Julian Day](https://en.wikipedia.org/wiki/Julian_day) 2457000. \n", "\n", "You can access the corresponding flux values using" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "array([[[ -1.3825388, -37.66533 , -91.830536 , ..., -108.04645 ,\n", " -103.54175 , -134.1816 ],\n", " [-135.68407 , -125.30367 , -112.52773 , ..., -113.03839 ,\n", " -122.92997 , -131.28302 ],\n", " [-147.63722 , -142.73625 , -134.99854 , ..., -101.330734 ,\n", " -114.31767 , -121.03055 ],\n", " ...,\n", " [-138.13503 , -137.8448 , -146.29425 , ..., -77.273094 ,\n", " -105.22347 , -135.82652 ],\n", " [-142.20255 , -139.6766 , -147.65201 , ..., -118.81814 ,\n", " -129.52805 , -130.46175 ],\n", " [-133.71326 , -134.32669 , -148.82013 , ..., -127.16725 ,\n", " -90.90953 , -112.974434 ]],\n", "\n", " [[ -3.390986 , -47.140965 , -90.53796 , ..., -106.87563 ,\n", " -108.55464 , -136.6413 ],\n", " [-133.7175 , -125.38933 , -114.30842 , ..., -115.82087 ,\n", " -125.8608 , -132.87209 ],\n", " [-147.48918 , -142.87836 , -138.43767 , ..., -103.16773 ,\n", " -116.372955 , -119.86726 ],\n", " ...,\n", " [-138.81976 , -138.86803 , -146.27737 , ..., -78.0859 ,\n", " -107.27506 , -136.54706 ],\n", " [-139.40416 , -141.568 , -148.46045 , ..., -122.45605 ,\n", " -127.82529 , -132.05716 ],\n", " [-131.66135 , -135.35051 , -150.45163 , ..., -128.91386 ,\n", " -88.85448 , -111.716286 ]],\n", "\n", " [[ -3.5488758, -47.50886 , -95.015564 , ..., -110.717064 ,\n", " -108.882744 , -137.5612 ],\n", " [-137.84918 , -126.03129 , -115.643364 , ..., -114.72093 ,\n", " -126.24343 , -133.79109 ],\n", " [-147.31683 , -145.31314 , -137.13574 , ..., -105.026146 ,\n", " -116.6999 , -122.60661 ],\n", " ...,\n", " [-141.17563 , -140.43784 , -149.25896 , ..., -78.849335 ,\n", " -108.58714 , -138.34416 ],\n", " [-140.01288 , -142.26175 , -148.14075 , ..., -126.20568 ,\n", " -129.13695 , -132.04318 ],\n", " [-132.21141 , -138.6819 , -146.84227 , ..., -131.71007 ,\n", " -93.29626 , -116.47916 ]],\n", "\n", " ...,\n", "\n", " [[ 18.095486 , -34.98728 , -91.17793 , ..., -99.494095 ,\n", " -93.221954 , -128.76079 ],\n", " [-124.04631 , -116.41686 , -102.980415 , ..., -107.50661 ,\n", " -119.95467 , -127.54848 ],\n", " [-142.71834 , -138.71126 , -129.78357 , ..., -98.722206 ,\n", " -112.27363 , -119.09576 ],\n", " ...,\n", " [-131.34 , -131.13364 , -141.24506 , ..., -71.29033 ,\n", " -98.11233 , -129.48041 ],\n", " [-134.56529 , -136.50882 , -140.93579 , ..., -114.41215 ,\n", " -122.87399 , -129.40953 ],\n", " [-126.638466 , -132.9018 , -142.17902 , ..., -123.72011 ,\n", " -89.90764 , -108.07525 ]],\n", "\n", " [[ 14.83668 , -38.491974 , -89.118706 , ..., -104.50926 ,\n", " -98.43293 , -133.46823 ],\n", " [-129.66971 , -120.571465 , -107.0652 , ..., -110.490425 ,\n", " -121.109955 , -126.844826 ],\n", " [-146.30688 , -139.21913 , -132.79062 , ..., -99.678925 ,\n", " -112.38672 , -118.37381 ],\n", " ...,\n", " [-133.21715 , -132.51721 , -141.62198 , ..., -73.295105 ,\n", " -100.20323 , -132.46454 ],\n", " [-138.18147 , -138.7651 , -144.7824 , ..., -116.421265 ,\n", " -125.88614 , -129.6993 ],\n", " [-126.65554 , -130.70747 , -144.31444 , ..., -124.7908 ,\n", " -86.73392 , -112.15379 ]],\n", "\n", " [[ 16.255512 , -31.703304 , -88.93622 , ..., -96.80196 ,\n", " -88.44054 , -128.90186 ],\n", " [-123.1205 , -115.64475 , -102.827774 , ..., -105.912766 ,\n", " -116.543015 , -125.83007 ],\n", " [-143.50493 , -135.33545 , -131.393 , ..., -96.0497 ,\n", " -111.65795 , -116.42823 ],\n", " ...,\n", " [-130.41649 , -130.36017 , -142.79881 , ..., -68.48361 ,\n", " -99.568924 , -132.27666 ],\n", " [-134.51385 , -135.7366 , -139.90646 , ..., -111.81407 ,\n", " -125.028984 , -127.74584 ],\n", " [-122.92239 , -129.48557 , -142.0298 , ..., -121.2471 ,\n", " -87.20575 , -107.23206 ]]], dtype=float32)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.flux" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Flux is a `numpy.ndarray` with a shape of (TIME x PIXELS x PIXELS). If you want to access just the first frame you can use" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "array([[-1.38253880e+00, -3.76653290e+01, -9.18305359e+01,\n", " -1.29922272e+02, -1.45692978e+02, -1.35893311e+02,\n", " -9.54683685e+01, -8.85729370e+01, -1.08046448e+02,\n", " -1.03541748e+02, -1.34181595e+02],\n", " [-1.35684067e+02, -1.25303673e+02, -1.12527733e+02,\n", " -1.35690414e+02, -1.45928650e+02, -1.27757614e+02,\n", " -6.09818077e+01, -7.37526398e+01, -1.13038391e+02,\n", " -1.22929970e+02, -1.31283020e+02],\n", " [-1.47637222e+02, -1.42736252e+02, -1.34998535e+02,\n", " -1.41663147e+02, -1.40064377e+02, -1.18161720e+02,\n", " -5.37216644e+01, -6.23722382e+01, -1.01330734e+02,\n", " -1.14317673e+02, -1.21030548e+02],\n", " [-1.49992447e+02, -1.43351776e+02, -1.39589264e+02,\n", " -1.37442719e+02, -1.31207718e+02, -9.68078690e+01,\n", " -1.37817793e+01, -3.41951828e+01, -7.66406403e+01,\n", " -8.33256989e+01, -8.85187225e+01],\n", " [-1.37578445e+02, -1.28364151e+02, -1.26376915e+02,\n", " -1.21656555e+02, -1.14596848e+02, -5.06528702e+01,\n", " 7.68901138e+01, 4.60617752e+01, 2.71646519e+01,\n", " 3.94530640e+01, -2.65274410e+01],\n", " [-1.36808558e+01, 3.27203102e+01, 5.92592163e+01,\n", " 3.10102577e+01, 1.12594862e+01, 1.24587753e+02,\n", " 3.30445312e+02, 3.36818207e+02, 4.67378265e+02,\n", " 2.58437531e+02, 5.39367867e+00],\n", " [ 3.06964386e+02, 5.08380646e+02, 6.83612305e+02,\n", " 6.75774414e+02, 6.43811035e+02, 8.33415833e+02,\n", " 1.27430811e+03, 1.84799011e+03, 1.48316943e+03,\n", " 3.57677521e+02, -2.22004585e+01],\n", " [ 7.54239929e+02, 1.21837598e+03, 1.75272681e+03,\n", " 2.08298779e+03, 2.50489863e+04, 6.54504688e+04,\n", " 6.99400781e+03, 7.02737646e+03, 1.77507739e+03,\n", " 2.59077271e+02, -1.98949337e+01],\n", " [ 1.11253564e+03, 2.07831738e+03, 3.65158667e+03,\n", " 5.48250391e+03, 1.00965391e+05, 1.02543531e+05,\n", " 4.09393594e+04, 9.44738086e+03, 1.42760950e+03,\n", " 3.31844025e+02, 5.17090683e+01],\n", " [ 1.02698645e+03, 2.25617969e+03, 5.54376465e+03,\n", " 2.46261230e+04, 1.03035734e+05, 1.04624336e+05,\n", " 6.53138633e+04, 7.71915039e+03, 1.35093494e+03,\n", " 3.36992310e+02, -3.54690289e+00],\n", " [ 7.21791382e+02, 1.66756409e+03, 3.87029858e+03,\n", " 2.42247129e+04, 1.03909016e+05, 1.06053984e+05,\n", " 4.83635586e+04, 4.23504346e+03, 1.32237488e+03,\n", " 3.16208466e+02, -6.57367096e+01],\n", " [ 4.29120178e+02, 1.26064551e+03, 3.15358057e+03,\n", " 1.05985273e+04, 1.02944805e+05, 1.05321906e+05,\n", " 1.19889746e+04, 3.39063574e+03, 1.40142529e+03,\n", " 4.15249512e+02, -3.48390923e+01],\n", " [ 1.72348724e+02, 7.88590881e+02, 2.23820068e+03,\n", " 4.44562012e+03, 5.58241680e+04, 1.03319727e+05,\n", " 5.61203809e+03, 2.66727393e+03, 1.30703625e+03,\n", " 4.99335266e+02, 4.71602020e+01],\n", " [ 2.69907742e+01, 3.23401794e+02, 9.99374329e+02,\n", " 1.78104407e+03, 2.04844604e+03, 3.67428320e+04,\n", " 2.80467065e+03, 1.85512500e+03, 1.18081396e+03,\n", " 6.49496826e+02, 1.00554329e+02],\n", " [-7.98464050e+01, 9.25059509e+01, 3.26399536e+02,\n", " 6.55647888e+02, 9.57525818e+02, 1.18310132e+03,\n", " 1.39609094e+03, 1.17153650e+03, 1.15672314e+03,\n", " 7.71616577e+02, 5.45056877e+01],\n", " [-1.13249367e+02, -6.13406181e+01, 5.93428993e+01,\n", " 1.54688034e+02, 3.48396606e+02, 5.27463257e+02,\n", " 6.76866699e+02, 6.34336426e+02, 5.01662018e+02,\n", " 3.01781311e+02, -2.48897457e+01],\n", " [-8.82987518e+01, -1.17512108e+02, -9.47615585e+01,\n", " -3.40316010e+01, 4.28901634e+01, 1.52270020e+02,\n", " 2.72233185e+02, 2.77604492e+02, 1.88234268e+02,\n", " 4.79093513e+01, -6.75118103e+01],\n", " [-8.60586777e+01, -1.14533005e+02, -1.38196228e+02,\n", " -1.20548019e+02, -7.74374313e+01, -3.44268494e+01,\n", " 3.27217293e+01, 4.88377647e+01, 1.26917982e+01,\n", " -5.03569221e+01, -1.11872086e+02],\n", " [-1.38135025e+02, -1.37844803e+02, -1.46294250e+02,\n", " -1.46713867e+02, -1.37058548e+02, -1.05716675e+02,\n", " -6.76952667e+01, -5.82716599e+01, -7.72730942e+01,\n", " -1.05223473e+02, -1.35826523e+02],\n", " [-1.42202545e+02, -1.39676605e+02, -1.47652008e+02,\n", " -1.50885605e+02, -1.49152878e+02, -1.39763824e+02,\n", " -1.17666542e+02, -1.09747162e+02, -1.18818138e+02,\n", " -1.29528046e+02, -1.30461746e+02],\n", " [-1.33713257e+02, -1.34326691e+02, -1.48820129e+02,\n", " -1.51972229e+02, -1.49277893e+02, -1.45098679e+02,\n", " -1.30031540e+02, -1.21871094e+02, -1.27167252e+02,\n", " -9.09095306e+01, -1.12974434e+02]], dtype=float32)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf.flux[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These values are in units electrons per second." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Building Light Curves from TPFs\n", "\n", "We can use the `to_lightcurve()` method to turn this TPF into a light curve using *Simple Aperture Photometry*. This will put an aperture on the target, and sum up the flux in all the pixels inside the aperture. \n", "\n", "The default for `to_lightcurve()` is to use the mask generated by the TESS pipeline." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "lc = tpf.to_lightcurve()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can use the plot function to take a look at the data." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This looks pretty good, but maybe we can improve things by creating a new aperture." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 401, "width": 516 } }, "output_type": "display_data" } ], "source": [ "aperture_mask = tpf.create_threshold_mask(threshold=10)\n", "\n", "# Plot that aperture\n", "tpf.plot(aperture_mask=aperture_mask);" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "lc = tpf.to_lightcurve(aperture_mask=aperture_mask)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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SQrFYzBWSNRqNuuoyG+tkEl37CLq2tjFGUBkzcjm4TXr1BarPu7q6nLFG1beJRk9yyFDThuPY2Jh1Dj1xfFPVCxAMiPMATGDCTuZmGqhUIrnfiRdPFIaHh5UigCzwiPEOVfE9eYAURRRxwBSpra1Nec+UIFBnrcJCN4tUcviK1157LeVcBw4cMArkzz77rPYz8Zp+Q5vYHr9kyZKUawVB5xbHz1VenKnuP0/8RYJM9Ds6OpzrsjWxH9iyl2N1//jHP3YEd06+KZZH/m1iLgJdeBiecIkTYz5WFX6JaFz0tbVsDeLJIFpGe4Wz4cm+bdgbcZFn+51CtcCSFzts4R62OC+3V1McfBVch02bh319fc4iQmU5//LLL/u6JtEVUd6rHnB7YDFt7969tGPHDnrhhRdcxw0ODrrGFN3GFP/eZ5991tV+xe+3trYaY+qLmKxi5d+gO48YAsvUrnt7e5VJyFVlChKLVFUHZG8CneWyaswFQEWYG1GiINXT0+NYSxOljslDQ0NOf8lzFXnOKW80i/0d90Ey3NZMltRE4/2KScxRtVkW79NJZK8T8kUhMBseMH/6059cf//0pz+1+p4sOqqMLWznCToDl2QyqcxHYJtEPKxk4zaCt8lQyfYZqjw8REy/pbu72/MaYZZ1IpHOml61/hI3FE3rAZWwz8TjcfrJT35CdXV1rvdlQy42DPG7AaYyJjAda5onhbkRKWsAcgjFpqYmZ3M4yMajKryQV5/I8+Xf/e532mPGxsaMOfTE5wNr+cwAcR6ACUiYE5tt27bR7373O63bpDzY/fSnP3WSdKpc51ngECerfA4ewEZGRhwRoKOjg5YvX64sWzwedwZtju8phgno7Ox0iQk9PT2uAVNENfirrF+2bdtGO3bsoM7OTm3YBRGOZymGuZHp7OxUhq1gbEVUv4ktbcN5XLhwwdd5Zdhq6eqrrzYeJ9dX1f3v7u6mvr4+pfBtswAzxSX1A3+HF+/ywjyZTBrLwxNVIkoREmXEsEO6Saqp/ohlMv1tg01eA8av+G+Tr6BYYVEobO8R2ZLdz/MjMnsmqTY7VX1rkA09Wyudjz76yPV3e3s7tba2prTHEydOuMYCr7rZ2dnp+t1jvoQAACAASURBVF3i92WR7L333nMscvn5qRY+NlZYfNyePXucMp48edLK8qurq4sOHjxIXV1d2jmAXxdvUfCX60Bvby/98z//szGMA98PJAkEtti2ExvEOZFuU4wRN8x1yP2GylNIx+joqNOeeN4gCsliiBbekEtH0DWFxfMj0LI4n+4z4T6pt7fX1Qfxb5YNV2w36GUB6cc//rGvzQpxTFQZzxCNJ59VjdEmC3lxrhaPx3O+QWl6hqbxQvWdTBtFhNkHFCs6AzEdqjmVbkNRhj0Kdajqt7wm4b+91lvl5eUu74CgxgS6coYpzstezPK8j3+r3/nPN77xDeVaT+wTTd7FthsgLS0tzhik8rAw5c0CwYE4D8AExGsSJrvByhMzcbDv7++nP/zhD9o4gfJg19nZ6STplAckMVZjPB53ktOYBsy2tja69tprtb9VHKw47trAwAA1NTWlWESbBEzdQkD+Df39/dTa2uqEpdCJpRzSg6/ptQOtWxT4wW/CFtVGQTrH6eB64yUM2oYyGR0dVYaPkJ8Fb/qIbuOqSdJrr72mtUgoKyuj5uZmZ1FuG0OwtbU1JYa8Dq8JsngtXT21EQnkexYk1ITXBks6FKoVfBjw8/NKxpUrxLrM7YxDLImf+fXeSRc5pr4tusWSuGFpa6115swZxyKXn19bW5tr4azajNbB4zePHSarNRFR2BND8Mju1iqhX+V5RjQuWB48eFApXA4MDDi/W1ycc/Lw3t5ex2sCIkvhIXtFFJolayKRcHkKyYKF/HcQIdyPq//w8DA9+eSTdPDgQaefkcObcZleeOEFampqMiZwVFlji5sHqvFUF+88G3Cf9OSTT7r6oHQ38GQBqbu729n8sBH4xXmQbq47ODholexcRBYURS/ffANieOHBz8xr3sybSrbzCBVe4jxR+PX63XffTdl82L9/f96FQhLbeVtbWyhtKJlMeoacDOrFLnqyxuNxZwziUK1+jPzy7VkUChDnAQAuZDdYtqRRxX5nvHa6k8lkysDc39/vmQTQNt4xJ1P1ggdJFlpF62QR22STRPoJB4utusm/fM+8dqDTFcCJUq1I8w2v32i7Sz82NpbyXPr6+lIWQ/F4nPr6+hzLhtHRUaVFQX9/v/Y5nj59mtra2pzJKS+qvRblohUckb0VWLpw7PJt27aleEbIi19VbHwvpk6dGrxwwBOb5MyZpKamRvm+WHfkdhZWnN4g2C4k5DKyN9CNN97oej9IaCURMQyGaFUpvzZZvPH7vNHh1yNKxFaMa29vT3tRyXWEk4cPDAw4C0jEKy085JBMhSLeiQmgxTmFbLwgz9H8ehWpzmHi2LFjTt/JmwYvv/yyKyn3z3/+cyK6smFvmiPH4/EUgUY2QGFLfdXcKhKJUCwWc/62NTwgsvPA0W1ChmUFa4PNnPL//u//rM7FIYzk3AJ+NxVUIQlzmdCV6MozHxwc1CY9F+F5ZlA4fF9JSUngZJ3AjdjvifeU+4R06peN4ZftfMnLgIPnLGxkJ+oR7e3tOTHi8eNxxMcT2RurZNOzUCfqP/fccynGNl5MZIOqdIA4D0CRI1s0+XVb1yXGUyG67IsD/ejoaMqE86WXXkqx5jW5mm7fvl078NmE7BDhSYIc/9iPdXpZWZnrXLpr6Ag6aH3sY7nttsvLyzN27iCTQ1WdOXnypKu+vfPOO1oLs6GhIefY4eFha+t8mV/84hdEdGWx7MedPZvwb+3v76euri7XZ2FMAINaKgM7cm2J8qlPfcr1N1tUqwR4bptBwkKFhe0GkyopIxFRdXW11fdVyR4Z8d7IG5C6NqcLh5BIJJyymkR5MdwMzwHS3SQx1b39+/enhPRAqJriwXYe6Vek8HPNsL6j88SUhRJ5Phgkvq6fvk+0WGTRuKenxyXA+72vprnx/v37nVBX7EUqttlIJEINDQ2e11DVBZ0HjohtCIlcjh8i8katDI81sqejVz84e/Zs5fvc33KITFk0s2lrftZ7us0XccwRcxaZnrGXWCteQ7VJw+L85cuXAyfrnCjo+jy+xzwu86a/mBumpaXF6feCbD4y6XxXRpWXSMTLAj8XnifslW/Tn4khTXVzOLnd5nIuxXNbOV8eyBwQ5wEocmSLJq9JszwxsxkU2LKEk+i1tbV5is8qix85uZbI4cOHHeu6TCUhYeHEJpyH1wTCi6DWjrm2fk/3d4eNqs7Ii7mTJ09qLcx+9KMfOa/fe++9wK6Acn0/fvy453dMgl6mEH+fTQzddM4Pih/O5aFyiTb159nCdtEoLzhY1LLNu2EKPWW6D34XXV7xVffu3Uu7du1yRLeBgQFnDpCuyGUa09vb211hHfbu3euZKwPifeEgh0HSJYAOMyyKzhrfZMFta8EvJvDUIW+kBdkY9dPmMuFhZLLMFL33uP82tdmKigoiSg1xJa8p/BoAeVmG54s3xnXXXWf83Ov5iTm1RHiskQ1DOjs76Stf+YpjRCFvtOzcudPJ5yHfI9FK2lbc5v796aefpm3btjnvB4np7RV+TxxLwozzPRHp6+tz+mYxbwNvqIj1Rt70j8fjaXneMWGuS2WDCk48XVFRQTfeeKM2HBRjqqs23j9BNpjFa3r1Z+L9Z09jzgMknkNstyUlJSnhhrOFbd4BEB4Q5wEArp13eQGumnDKgyGL86JreklJCd10003K44PC58m0AGgjrKZLOvH9ckkhWEbLddgk0IkT1zfeeCO0MtiIgrme9GTCClsXKgoUB6qQX0NDQyleGPlC0GTVvFAKI5yY6RyitayXxReHg2F4YSeGkmpvb6fm5mZnrOzv76dNmzYFKXYKsmV8IpFweS6JcWfb29tT+jdZfBIXn0eOHIFAUwCw+J5Ld3VTEmrGK2+DKi9NMSILb/LfLBZz27WZk3A4QJ21rigsxWIxJ3GjimQy6YiLuoSoYYiHYSDmJ1ChiznPfbyXF3JnZyctX77c+futt96igwcPakN+sXdFPB6n3bt3065du5w5XTqCd2dnp3bM4vWgbnOL15JyrgQZ2zUhj4m6ehSmp06hIvaHYt4GnUgt33tbAwQTQUJg6pDXmJx4enR0VFkvVXWpvr5eGd/dZuxId4OZn8G+ffs8j502bRoRjRtwqLzS5s6dS0Tj94TDDec6dOhEbmvZYnKuCwBAumzZsoUmT/auyl7xzYudlpYW+tKXvuSy3OCJzfLly6mpqYkWLFhAe/fudX1PnBg+/vjjdOrUqZR4giq3uLfffjslCV66hC0m6mLVBxV0QH4Q1Lo/W3HfdUyePJkuXryYtevJGwjpxgkFE5OxsTFj7ONMeToVA+JGs24xzaK2bIH/+9//nojMHjC//OUvUzaCDxw4kBKeyIb//u//ptWrVzuhfhKJhKtMXmKn3L+KHmpDQ0OUSCSMQh7IPiwUiKKhTDKZdKyqmZaWFtq4caPv58nXswmnYoJFUF0ZxsbG6De/+U1a1yhEZEt6Nk7QhSoQY42Lnn6tra3U3t5Oa9ascR0/OjrqqgsNDQ0p9z8SiVA0Gk2JD53vnjTy5qSM7h5yH28TbqOystLZIJFFU/HZlZeXu+4db5KyQZQKcXOU29ltt91GL7/8sra9yfnCuL/X9fUsTNbW1mrLQTT+rG3WczwmquoRl6OpqYnWrFlj3deIfUwxjDfcbvbs2UP/+I//SETuuYScM0FuZ7a53UxkY90ib/hw7jiVAeH58+epubmZzp49qxwDxsbGaM+ePWmPMyb8eo6yHrNgwQJn/FL1ObnerPQTRhhrymDAch6ACUI8Hqcf/vCHLssNntiI8QTlBEnihLCjo4MOHz6cYrnOAr5oWSJ24GHFgAszrh2RfpBDTLXCRp7EhbU5lGmyKcwTpU7SC8ErAuQWVU4GrxAGCHUUDF6Y6TYN2YLJdH/F8ZwtODs7Ox0rVT+C2KlTp4wbATZJ4UzkOp8CSIXFNlmME+uNSqgLarkbZmJZUxnGxsbyIuxWtnn11VeV7+vmSPxsT5w44fKSYfFPDtUyPDzs+lvlwRCJRKiuri7YDyhgbIw/xDUJi6bc1kTvNHkzjBHXWnJ/ytcvKSmh3bt3U1NTE3V1dTntTR4LeENOXDOy5fL+/fuVYwdf0yvEz/Hjx7V5XjJNISWv9iKRSDjP/K233lLmTZM353MRTtMPJ0+eVD4buU5xfVZ5oXP/xHH2+XxcZ0+ePOmEhOI6G41GXceY5iNhJWkWDVdYj+H8HyJBc6HlmnTnhBMVWM6DgmfHjh1FsfudCeTYj/JihAchv/EEZXjQ1FmWhLEzbzp/2NhmUAf5iRxaRecuPdGR4+FmIuYtKC5UAoPfhNzAjjDczUXEBS8v6P1aq4rHB8lPY2IihBnJV/xak8rPmuuCbR3IlPWqrVgyUcc6XRuTQ6cMDg5Sa2sr/eEPf/A8nyjejoyMuP6Ox+Oez5jn9TqxVBcuplCZPXu2dsxUGSDxfbFZR4lruaGhIaVh1EsvveQcJ7ZXue2aPIjb29tdVvps9cubBl5rqL6+PqUIyfHFy8vLXe8H9cQpdhKJhGtOptpku+qqq1x/5zqcphc6Lzpd/g4vS3KxD+I6zueKx+O0cuVKIiKqq6tz5eGQ+0rR2+QnP/kJxeNx+u53v+v/B5I5RK/qd+baqzso+e4Nla/Ach6AIsYrGZA8kOf77my2ws1cunQpK9cBIJfIC8F0E0YCAMIjHXHeaywPutgzWUyn6/mDhVzu8GtNKtav4eFheuSRR4jI3ktNvF4ikaBdu3a5YmbrvrNnzx5HzFXVF9MGD4dTIZo4Y11Qb9MTJ05Qa2urIwjrNjPkZxAkhBmL7zrjmzDyfuQTsvAsooprrxIfp0yZ4nmdkydPOuu/hQsXOu/bGmP19PQYDVtEC2y2+uXNAK81lC6Ovg4kjbVD1d51dUWsE4WMVy4IL8rLy5UbQqrE101NTTQwMOC0q/LycorFYp7XkD1dVGMXh+mBcSCA5bxPLl26RMePH6e+vj7q7++nvr4+GhwcdBYly5Yto+9973sZLcOFCxfo17/+Nf3qV7+i48eP0+joKM2cOZPmzJlDt956K61du5bKysry4ryZKisIB3mBolqwB3VLUrnXFQphh88BIB8R63kikSjoNgtAsZGOx5mt+M6iG1smpkO64ybE+dzBorgojvf29tL27duJKDU0oVi/RkZGnLrqlQiSKNWjM5FIOImOTTGzOXHojTfeSETu+sLn1IX7KHTkGOO2cN4nv8hivG6z75lnnnH97TeE2f79+x2jm6BlLSZUGxSqHEomcXvJkiXU09PjWt9xeLNVq1Ypwzm1tLRQaWlpyvumPlllgc39gleC0I8++kj5PgugP/jBDygWixmNy7wottjyNqg2HXVGbdkOoxmU3t5e2rlzJ82aNUv5uRyKVwV7dvBGhRgLvaKigjZu3JjS/7S3t9P69euNdaeiooIaGhqceppMJunnP/95ynHl5eXO2Lp//366/vrrU47htpPrmPIg98By3ge//e1v6a//+q/pgQceoB/84AfU1tZG/f39We3ghoaG6Jvf/Cbt2rWLXn31VXrnnXfowoULlEwm6fDhw/TUU0/RP/3TP/m2isrEeTNVVhAeNju0QZ9PIVu76CaOABQTonVTIpEo6DYLAPAPx5DPB8vEXF9/IsPCrygADwwMOIIFW9t65Q86ePCg87qlpYV6e3sdq3h+vl4enfxdcaMgkUg4MapV4xSLeioxkS3u+/r60g7hmCtUwqkNQduULPLpRHebUJOyN4QYJ7u9vd3J8TRR2r9fzUDltWC6V4sXLyYi9fpuxYoVyu/E4/GUcJBEdt7Uc+fOTUn86GXUJa+x5DrCoqcOVfgbbud8b3gzT0w8XuwcP37c6j2i8MLNZpqBgQE6ePCgcpPKFvbs4LxaqvxaJSUltHLlSl9JTOWcG6Ojo67cHIzovdDe3u5q0/Pnz3cdW0zGgRM1fFy6QJz3wfvvv5/TRpNIJGjr1q3OYqqkpISWLVtGX/jCF+gzn/mME1dsdHSUHn74YVfymGyfN1NlBf7wir9pU5+RJBIAAADIPyZP9ucAO3PmTNff8hwhEonQ9OnTtd8XF1thW7oXW2zpQoAFLdkKXX6P8RK3xfoUj8dpYGCAmpubqbm52Zf4Go/HXQkjVcK6KFjrElGyxaQqqW0hkW3h2tQH+EW+7/KznCghhphMewixiKmywDUlA1WJnzbGWcPDwynWwl7PVN6gkMPnyJtzMpFIhDZu3OjylJFDc6k2HIsdVd3yG0Io3+DfZEpGb3sOFVzPLl++TAcPHnRpHoODgykh18Rz7du3z7XRrLuOyaNMbqfphunJJyZa3x4WCGsTgPLycqqqqnL+/fGPf6Sf/exnGb/uo48+6nSys2fPpq1bt9KiRYucz0+fPk3f//73qauriy5evEiPPPIIPfHEEymLsWycN1NlBfaIlkY64D4FAAAAFCZ+rTDZSlXFtm3b6N///d9p+vTp2kWV+H7YIlO2Er6DK7Cg9dWvftX4nglVYkcmnYTDooBrCpciznXfffdd12diwlIvq/98JttxiN94442MnVsWSyfaOiTTv9ck7smhaMTNrHRyeqlC5ZiQjb7kfkJM1BkE0TsDFB6Dg4P0y1/+khoaGpw8JnLf7gdTbgzT5s2JEyeckGvsWSLmVZHrvW68M1mQyxuvxTQPCnOTdyIBy3kf3HLLLbR371565pln6F//9V/pvvvuo5qaGpoxY0bGr93Z2el0JpMnT6Zvf/vbLrGbiKisrIy2bt1K1113HRGNdxJe4mwmzpupsoJUtz2vY/1YOQEAJhYlJSVOf4K+AGSSj30M0818RBRJ+vv7HYMJHa+//nrGrHgRcz4/0Fmh61DFnmZsE8QyP/rRj5TlUc1lub6Iltiy8CkKdOI5IBqYCSPcqG0onnfeeSftaxUSmbYmZXHPJqG4GLbGK058mAS5B37mqDbrXz/nsl13g3D48Y9/7HhBqMIt+UX2GBE3e3kc4fol9kdi++D6ZKq7tvV6oow/2dBHixGslnxQUVFBs2fPzsm1n3/+eef12rVrtVm2p06dSo2Njc7fL7zwgjFreibOm6myglS3PRM2E5mjR4+GUSwAQAFy1VVXOf2J7FYMgMzUqVMDf5dD2YH85j//8z+N4e56enoyJlIUSoK6QsZGaGJLQpvkrl74FeFGRkZcfy9cuJBOnz6ttJx///33adeuXfT0008778l9VKHGmC8GdJtt8vsmr4Bp06aFWqZ8IFvrXJuY4mK7ktteJpEt5202cnI1R/Wz7gbhIG74hnHf+XyqDWfuj3jcE7UTv5uUtmXNpGcSKHwgzhcA586dc8Vkv/32243Hr1692pnQjI2N0Z/+9KesnTdTZQX+sRlUEA8MgIkLJ9NKJpNwAQaepJMoe9KkSSGWBISFbNl89uxZT/GIF68QKwoPndCkSvx46NChbBVLy+DgID377LPKz86dO0fNzc2uua6NmBuLxUIrH/CPHw+ZbIfzmcjksj9XifNyPdm/f7+rjIlEwpWMM1vAkj67hKlTqOLvv/LKK7Rr1y7rfum1117TfmabPzEMzyRQvECcLwB6enqcWHBTp06lqqoq4/FTpkyh6upq52+dy2kmzpupsgI3LS0tlEgkjJOEQsnEDgDILTt37sRkEXiSjts7xPn8RLVY9dqEYQvGsBPNIfRR7uD+v62tjdra2ogou5a0JnRj0x//+MeU915++WXP89XV1cHdPkckEgljUlIwcZHFdjk/SmdnZ4o4H4/HKRaLUSQSyWo5YUmfPcLcoFOdq7u7m5qbmx1DBa9wUP39/drPoLuAMMBMuAAQG/uCBQusFrk33HCD81rnCpaJ82aqrMBNPB53xHndJMHkmg4AAGfOnCGicevEQiRXYeaAfyC8Fg8vvPAC7dq1i0pKSkI9L+pI7uno6PCd3DEdksmkk3CP0YXClFGJJDaC2ejoqHU8fRAuiUQCRlhACYvtjBz6RkdDQ4MvcT4SidCGDRuyKuiDYDz++OOhJkg1JUvmhLMQ2MPDNu8IcDM51wUA3ogdha0Yce211yq/n+nzZqqsJsK23iKighi0W1pa6JZbbiEidXx52eoAAABEOMZiobJgwYK8se4EZmA5Xzx0d3dTd3c3rV27NtTzphM2CfijpaWFvvSlL2U1LEQymaQ9e/bQ8uXLnfeefvrpFMv4TIdbHBsbM4YmAOFSXl7uWEWLzx4AE6pQWypaWlpo48aN1ueNRCK+juf1tZ+EtNkiEolQNBot2twaYW8UmwyR5GTiIH0qKytzXYSCBOJ8ASDGweIYwV5UVFQ4r3UibSbOm6mymnjwwQd9f8eL5557LvRzhk08Hnd2JVtbW6mqqsq1qZBOCAIAQPHjJ/ZrPsIh1ED+c/XVV+e6CCBk0kkQrALifPaIx+O0cuVKl6VqJhBF8KGhIWpqaqKvfe1rznuqkDWZ3nB94YUXYL2dRSoqKhwv3+9+97u5Lg4oEGxDLcbjcWpoaAh0Dd40MlnfsxFLPhqzRCIRqq2tLVpxHhQ2or4H7IEPaQEg7uZdddVVVt8Rj9PtBmbivJkqK1DDbljt7e3U19fn+uzixYu5KBIAAGSFQtiARGzjccIWckHmsA0nYJN8E2QPXQ4i3fthhgvQIYae4c3gXHs7QZjPHYVuEADSw8aDrqamRvsZ51sLi2KIH482FQ4IBQzyBVjOFwCiADF5st0jmzJlivNa1+Fk4ryZKquJnTt30qxZs3x/rxh45513nNdDQ0N06623On/DqhQAUMyE2cctWbKEenp6Qjsfg9jG4yCsTeHwsY99jC5duuR5nE3yTb/XBcFhoWnNmjUuK1DxfZFsi+QsgIWdqwAUDhASJzalpaVKC/Th4WFatGgRERHV1tZqrebZSl5l5S6GnxEtdm29+AsVzDHDAaGAQb4Acb4AEC3Lba2hRdFC506eifNmqqwmZs2aVRAx4jOBuNs/MDDgel8U7gHINyZNmmQlAAFgYtWqVYHiUi5fvpwuXLjgCPK1tbUZEefBOHPmzKGysjJrV3WQO2xF8rCtDUVDDZA+XnG+sx13nS31bWNJAwCKi2uuuUYpzqcrjCaTSTp9+jQREZ0+fdolzsuhNcRQNsVApnN06Jg8eTI89IGWVatWTVhtLl1gplIAiO7gtm784nE6d/JMnDdTZQVq3n77bee1mKwmkUhgFxjkNRDmQbrMmDGD6uvrA333jjvuoNtuu811rkyBuItEZWVlVFtbm+tigDxm5syZuS5CUcEW8yyGJZNJam5udj4XQ85kA7bwNCXlA8WFbDwFo6GJja6PF+dfXV1dvs87NDREL730EhG5w7LFYrEUL6I9e/YUfCgbJpFI0Ouvv56TaxfbeA3jgHCpr6+HOB8QiPMFACf9JLJPSCIKtboONBPnzVRZwfggLC6siNwx+nVxRcE4EzX0EQDFimoybYpXKiKOVSL19fW0bt06peh/zTXXGM+p21yeO3eu6+9oNGol2Bdb+Id58+blugjAglyFxLv++utzct2JwtDQELW1teXs+tnyTEIIrfyBkzzzOu/kyZO5LA7IMbpcdOJcJ4gn5NjYmJMUdf/+/U59k0PgJBIJJwl2MWwSJhKJtPvVJUuWWB23cOFC199BIh1kGz8GnwgFHC4dHR3QowICcb4AmD9/vvPaNkakaJ0gfj/T581UWcH4IGxaWCWTyaKxBsgEE2Hhn8v2MxG9XpDscxx50p4JbrzxxpT35MVBNBqlurq6lONkcdxEY2MjbdmyhTZt2kSrVq1yfSZafqvKc++99yrPKS9I169fT2vXrvUsi21S9UJg2rRpnvWkmH5vIcOCWra5+eabc3LdYofjfL/wwgs5LYdoTJJJ4JWXP4yOjlIikXCMteDRO7H55Cc/qXzfNgk5kXdS2Pb2djp9+jStXLnSaOBw4sQJ62sWM0uXLrU6Ts4jOGPGDGtjmFxhm/uQyF8dLBTmzJmTs2u3tbVBjwoIxPkCQBTcjh07ZjXxfPPNN53XlZWVWTtvpsoK3B4GKhD7zUy+uazNnj3b+LlK/PNixYoVKe9NmzbN93mCkK2Fdz7xiU98wnmd75PUTHLDDTdk9Pw1NTW0evXqlPevvvpqWrx4sSP61tXVKceQT33qU8bzz507N8WqOxKJ0H333ed6T9yA+uIXv5hyHnGzRtwQsHXtlNu8n4UFkd4bIB+YPn269jMW5U3ifbEndQP+NtHAOCqPSRaveM549OhRIiLq7u7OatnQZgER0aFDh2j//v1EZB/uNB285tYgN6xatYo+//nPu97jPsJPUtN4PJ4i+j377LOuvy9fvkwHDx40Cq7vv/8+tbS0eF6Py1is/dm5c+esjpPDoM2bNy8rhjnp4GczUGdQmq01dCbAnKowgThfACxZssQRFs+fP099fX3G4y9cuEC9vb3O37pkUJk4b6bKCrzDBImTXi8hfyLCyciyjU4Y9EpG9OlPf1r7mc5C/uMf/3jKe4sWLSKi7Fg3FzvyfRcn66WlpU7/VUzhuVR1isjeU0K0Pg96X2pra7XibnV1NT344INENP48VOFivMp6zz33KNuHfK4FCxYQ0XjoGy9XYNFiRV7UJZNJpUu1bKnv1xuFLWTzEZOXyd13301EZgFftTkjYmN1X1ZW5nkMAIUEx5Xfs2ePM+9j8YrnjLlKwGqbWBgUN2+++aYTciQT83B5XsbjNAOBKrew0cF9992XMqfiUIHpJjWV6xXPhUxr4bNnzzohbkxwmfn/SCRCGzZsKJp42kENq3JplZ0JdH1TIa/nsrEZCsIHM6cCYNq0aS6LWE56oqOjo8PZCZ05cyYtW7Ysa+fNVFmBNxwvLZlM0r59+3Jcmvzjrbfeysl1v/rVr1IsFjMeoxIGdUKVLnQHEdF1112X8h5PLDJt3Uw0XrZ0yWV4HC/PnerqatffYliV9vZ2R0DMtuu21yIhnfA7ib8SLwAAIABJREFU4iaRWE+//OUvO6+PHTum/O6cOXNc1udr1qwJXA4T8uJJZsGCBZ5t0AT/bl7kNzY2Kq+ls1yXLZNGR0eps7OTiK5sSEej0RSX73QXrGET1gafvLnB9de0CFq2bJnRItLG04g3KgEoNuLxuMuAo6WlxRGochVb+dSpUzm5br6gMzaayIYSYRsO1dTU0Gc/+1nXe3K4O9uwHcyqVasg6IcIGx1UVFSkPH/RWjkSifjyQDUdz32fbe47P0QiEdq4cWPRiPPFTrrPKZ/C3fj9LSqjlWg0mtEQuF65uYA3EOcLhDvvvNN5/eKLL2rFkPPnz7uSht5xxx3G5EiZOG+mygrM8A7p0NBQoIQ6IHNs3LiRGhsbtYs1bjPigKkTVNevX68U4aPRqFJcvvbaa4koO6I3bxqIE2a/k4Bc9gG6eJiMfA/zJSGS1z0Ww+/4RQz38v/+3/9zRG5evEaj0RR3V6aqqsolYgd1D+3q6lIK1bZ1esmSJUpPFf5t8+bNM1pDrV+/3uo6ojgvCs1ivPVoNOrEQa2vr6c77riDiMbbTk1NjWsTQRb1wxQMbBLSyoS1wdfY2Ei33XYbEY33FXzfTJbtN998s9HbyCZsmfhsbZOgAZDP6MTOeDye1540+YitaG4rIOq8fSZyCLywqauro8WLF7vek8cR9lyzve/19fX0uc99zngM8qOZEefG1113nXZuFdRqO5lMUktLi3bDncPk2PaBpjj23Mfmo0d6Nsq0fPlyqq+vz/h1MkW6IW39hpfMJH69FWSDl1WrVtFDDz1EGzduDK1M8rpk1qxZoZ17ogJxPse8+OKLdNdddzn/dNTW1jq7/xcvXqTvfOc7KdYwZ86coYcffthxzSktLfUMnZGJ82aqrBMdr0kGCzlYkOUXo6OjFIlEaPPmzc5iTRSkiK4Mbl4DZiwWo0gkorTQraurUwpuLIiKwqi8SFEtSoOEmOK4oiKitbls3aq6rp/Yk2HzwQcfEFFqeBHGS1yeN28e3XTTTaGXywsvt8t0JqfiJtGMGTOcfrq8vJw2bNhA69at0363rKwsFKvNjo4OZb3QhdyR0QnRXP8WLlxoZQ3Fv1k8hr1FYrEYLV682BF9xcXp9OnTHYG/rq7OscRZtWqVqy1HIhHtODh37lxlnPugiPMNcXJte0/9Im+u8O8W8wSI4QhUVvKm5G58PpXozn2ZGF7ob/7mb2yLDkBeIcaZz4Rl6ETFRryNxWIuz0XxO8uXL3f9rfOkksVkE36OzVfCqqMqI4PS0tKU+yyOYfPnz3c2le+55x5PD7q5c+fS4sWLPS1UJ7L3gw1ibPnS0lJnbmUyCkgkEo5HIZHZGGF0dJSampq03oX8vu16WBXHvhAIo22JoYVV3HHHHdTY2Jj2dVRkw0gi3VBatjH5s4FfK37ZgKy+vj50jw/ZaCdXnnrFBMR5n2zbto0eeOAB17+2tjbn8/7+/pTPH3jgAXr33XfTvvY3v/lNZ0dqZGSENm3aRN/61rfoP/7jP2j79u305S9/mV577TUiGrc+feihh6xiZWXivJkq60Sm0EV3UzzhoPh1n6qvr8+J1RIvpllgrK2tpRUrVjhCLot+XgmHGhoaKBKJ0OLFi1MmruJ3+TdGo1FH5BLvf21treu706ZNcywjWGxki17T5EkuL8cVFSfYonWzHEffZImbi+TQHI7mvvvus6onsuX2woULaevWrRkpmwmvWNqZ6FsrKipo48aNxg2hgYEBOnLkiPE8ftujuCgOEq5HvJ5X7FD+fPHixbRhwwaqqqpyFpn8GW9ONDQ0UHV1tdN+ROsRP+FpIpGIss19/etfD7XvEu+d2A7vvffe0K4hIm+usKBSWlrq1KElS5Y44olqk8JUj7kNsEW+CG+KioJ/uuPpRLG8z5YIxeMa8IbjzHuJSbnc6C5EbOaoDQ0NrrmJKNSvXr3ayZ9BpBfn/STuzuck37a88cYboZxn8eLFSnF98eLFLqMIcWx76KGH6Oabbyai8b5MNa6I4+o999yTEr5QRbZDFxYaFRUVjjFO0ESqNmuAgYEB4+cHDhzQ9pO2oqtX2MRCRxXyNRqNOmO/n7WYTXhBEXktmo+cPn0610VwsMmtJCJbsevaYjrzPPbkRyiw8IA475OhoSE6evSo65+4c3n+/PmUz48ePUoXL15M+9qRSIS2b9/uLGA++ugj6u7upl/84hf0+9//3rH6LCsro29961uu2O/ZPm+myqpiy5Yt9LWvfc3zH8gtf/EXf2F9rO0k6M///M99lWHq1KnaBK2Zory83FlMiyJddXW1I+SqhE7Toqy6upruuece5++amhqqqqpy/uYF47p162j16tW0cuVKY8iWnp4euvPOO11iI19fJXYxXkkaidxWTLNnz7YWGMOIX+8XtjCvqKhQxvWXF+/pxDIPU9zzsui//vrrA59brIdy+JdEIkEtLS0p3+FFT09Pj6vOq8QPv5NzMX4sl81Pgi5+ruXl5Z7W8vx5dXV1ynH8WVVVleva/FxFd2uT6LN48WJauXKlM1ZGIhFl3V+4cKFVv+jl8aJqf6J1TWlpqdZzhMftIEyfPl37nPh93vzYsGGDK5wSY1okLlu2jFauXKn8Hlvch7lJVQiLyjDwG685KNdee23GvDYmCh0dHa72H4ZR0ERCF56NyC1e6OZpqr6HEQ0m/IiVYl8ZNCxcrnn77bdDOc/VV1+tFNfFuTTRlWdSX1/vmhfr0OVw0pGLuWmhcfbsWdq2bRsR2a3nzp07lzKXHBoa8vxeT0+P8n02/uvs7NSK8xxSB14QV6ivr6fGxkZ66KGHaPv27UTkfn5ivqDp06enzG0bGhp8rYnSyYeVa3JRds4taNsHLVq0yHUsP0s51Fc68zwOnZttbaWYgThfYFRWVtKjjz5KmzdvppUrV1IkEqHJkydTeXk5VVdX09///d/TD3/4Q98Lx0ycN1NlBWYOHDiQ6yI4iIO6bTK+5cuXu5JIqmAxyUaME+PlxeNxqzKozuGFbtdYvAdsuWlaxDGVlZXU2NhI69at84z3V1tb67oXlZWVjthVXV1NTzzxhDMBvemmm5zriwKxzhKaFzoqUc9GTBEnMHPnzrVeCInfW7VqldYiI914giKiJ4Zqc0SO9a+LZS6i24wIQ/TiemkSf2tqahzhN8iGgHgf5PAviUTCV5tSiaOlpaW+JvOiQMFirUpkr6+vp3Xr1lFjY6PL0n3FihVO2wgD+drcfiorKx2RW5Ujgmjcevvll1+mHTt2uKz1dH1JJBLxvFfs8UKkft5e7a+0tNSz/w0Kh+1paWlxBHN5k4RfqxbMukV+NBqlaDTq6ufEz8R619jYSI2NjWl75hTyotIGrjvcx3t556RLT09PQYYVyCVi0lciora2Nle9DhrPeaKiy9UUjUbpwQcf9Py+2PdEo1GXpTevc+rq6qiqqsp6zBO98zLdBvOd48ePW8XY5jmLPPbza773LESKbcZmbr527dpQ553FiN++Z/r06SlzSVM4Ei/PN3GjzavOFHMYDr/x0u+8807avHmzdm3N8yei8Rxd8tzWKzeQTCF7Bn300UdZv+aJEyeI6Mo83kubKC0tVc75eS7Nnl7pbPwW8jPMV/Iny0GBsHfv3lDPd/vtt9Ptt9/u6ztTpkyhuro637v9uThvpsoqsmPHjgmRNd3WRVkMKZIpKioqrCbJa9eupZ/85CdE5N2Bz5w5k9577z1avXq1p3vU7bffTs8//7wxBjGzevVqWr16tRN+SiWqzJ49mz7+8Y9rrTDuuOMOmjdvniuElcz8+fM9Y9vx79JZavDCIR6PU0VFBW3evJmIiA4fPpxybfF+yveWhXb53Bs2bKCGhgZHBKmtrdX+Zvncd999d0rd0omOunKWlJS4FkKmhJ7i9+677z46cOCA0rKNLQl03HjjjUaLOKLx5z8yMmIsTywWSxH0bCyCamtrlW0yjDBP9957L/3Zn/2ZsRy1tbUuLwiv562D8x34RfydqniJnG9EJ/LX1NRQZ2encx7+PxaLGQX2xsbGlPj/3CZs3NbTpaKigurr66mjo0Pb942NjVFTUxOtWbPG6t6yuC3fK7GOV1ZWOn3IXXfdlfK8VWUR6315ebm2PqWTAJk9KNiL6Lvf/S4R2bUhrnuyeLt8+XLq7u6mdevWpdw/rjfi3KO0tNTVp4rMnTuXhoeHrfqLaDRqvSCZPn26r7BG+cLSpUupp6fHGS8XLVrkWCOGwaxZs+jUqVOhnW+iIHorxeNx+upXv+r6vKury3n95ptvZrVshQobP+jmd7p8Pibq6uqourra6a+5v+DNSNOYJyKKnLNmzaKTJ0/6Kkcx0dfX53iqr1q1ijo6OpReCHJuGN7wZfje8xwhkUg4YybPzfl5zZ8/3wn7wePN2NhY2nGsgZujR4/6Ot5PWLp047LzWre5uZk2bdpUUHqD36gN4r2SvWSZmpoa2rBhA9XU1BiNAXkOxqh0g2uuucZpe4VGLmLRy3V59erV1N3d7dzr+vp6On/+vBNilsgurJQqx5MK1mlEDh06RI2NjRN6bAobWM4DUCDk0wI/iGVleXl5iiuWOGj4sepdtmwZbdiwwSpMgY2IMmnSJFq2bJn2c7ZiZ1QuZekIVwwvIuTQD6pwECtWrEhZSNicW7QkMoW6McXBZ2twFgJ1yIJ2WVmZa5Fr2q0XJ30VFRWeGwGzZs1SWqnbCLF8H8TyyL+7oaHBl8UbIz8brjssesn1XvUbdNb3CxcupI0bN7ryF6iuz79l3rx51NjY6OmJoYLzHdgi/04ui6kPULUrFlf5PPy/rjx+QtwUCl4bI2Iuh4qKCsdySdUvcLsWP2PraFUYALHumTavvEjHild+1uyRwF4CKuFM9MjjOqbqy7j9zZ8/n4iu3EuTRVJdXZ21OL9y5Uqr4/IN3gSbN2+e9Vjrh1tvvdW558AbzlvT19dnFDLE+MHFbBEaFtFolDZt2uTM7+rr6wONj4zY14gbKdxf+BX5xT73zJkzxmN14ciKEX5GqvvJxim2cwBVInaet956663OexzG8cyZM8o43SKIv+xvLubXqCxoPo1IJOKM7ab5jJh0m8PrtLW15Z13V9B4/jbowj6awkEmk0mnz5OjIqjaxOXLl31Z2gM1fK8bGxtp/fr1zvsmYxsR2/5KPteSJUuora0trTETpAJxHoACIRMJVYNi05EvX77ctRuriuP9hS98wXnNIUXmzZvnOeG4+eabaePGjVahCWyOGR4eVlrx8WJHHJBisZgTl10kLJdj1cRH9V51dbXjas33y3YyzOerqanRis2mhJ/8HEUhkBEF1oaGBtf3/SxM29vbXR4G8nOU6+CpU6ecCYooKNqE3uGNlenTpzv3T37mYsgNPwK9KOJFo9GUmP5/9Vd/5RLWVV5GYpI5FXLMVSJybdzwb1m4cCFt3rzZtdFkYsmSJU4yVNuFLoudqt+hcrGsqKhISa4qf0f+2yuJq5+FebYwCcQmYrGY5++Rxwa+n3wtUbThdi3eV97w4DAAImF5vfm1MjKF8OGFAIfvUt0b/n1iqAqTiM/9N99LMTyQisWLF9PNN9+c0g/Jm21hbNrmAt4M5Q1A0/im2mT1crdeunQpPfTQQ+kVcgLBHifpWoECN3JIQDFsA9F4GEA/iYrF5JF+w74xYki2BQsWOO/LgrA8NnK/OGnSJN/XLBaCevjJ8HPkcJz19fW+wjeISdYnIh988EFG52JBjdUikYjTTkzlEpNup5s8PpPkU5Janq9xnye3F4RZCx++x2xEIddpXf2Q1wjl5eVW+eDkuZ4YnjUd4x3gBuI8AEXOnDlzlO+HHTNRtrhcvXq1pzW8GIeeYz2aEh/KlkE2ExPbyYs8sNTU1Cg9BGTBmREHLZ0wIbvbpgsno+R773cyrLIYskGcdEUiEZc1tizmySIbH9/Y2Oi5gBkcHHQWW/I9v/rqq7Vx6Flwi8ViVqF3mBkzZri8C7ic4j3VeTfI3HjjjbRu3TqXGCu6x7OwGI1G6bHHHnPukdcC0NbDRLy3Qa3Ja2trlclQTZhi6ZeXl7vuR319vWvTQ/RM0CU8Ki0tzUvx3QtRtPGDjceC6J3Alkvs6bFhwwb6+te/btxQkjc8xDYr1kdxE0AVmmvWrFlWv8kGm3amspAUcwvEYjFqa2szCpp87z7xiU8Q0RVR2tQOOW/OU089lZIEixNoczsN855kE/n3m7ycxFwdjLi5IS76eGwUNw0ByBVervhbt26l6upq7RhaXl7uzBPk+OZBaWxspC1bttDmzZuNhjCiwUJ9fb0ztl66dCnwtfMdnUcn33ebuYGfZyTGr9eNCUFy+RQ76SSPtyEdYzX2Assng7d8QWc8Yur/GHltLLcXrxCkNkAAHtdB+L7zPWYjCj9rf9H4rqKiIsXTQbUGM4W/EeeInM+j0NZp+QLEeQCKHN3kXpWgNZ2BT86dUFpamhIGRB74KysrnQHguuuucyVtWrdunSO+8jH33XeflSgaBB5Y+PtB4owSjQ+S9957r/Izv+62XmTCMsVm4SJuMkQiEaU1tmhtLm4A8PGbN2+mm2++2bM8OnFycHCQ/u7v/s7zu6aEtowqNq9YTj9unUx/fz+tW7dOW4fEuuBnk0QnfptyQAStJ342NhjTgqeiooKqqqocMUOO3yneB3mTR4zZO1ERwySo6jP3k2zxxc+dYx+LiPexsrIyZQNKVR/FMUNVD6+//nrr32KzUamrt6bvmn6zCRbpTaI8X0/XpmOxmCu/A5F6nLWxUMo3TO1a9ZkY8owXfdFoVOmRoNuIA1fg/l224rTJuwP0qCxwVV47qr6I856I8wTdcTYeaCpBwzTe8cbfkiVLaNOmTRNis4vnTbzxLBtN2Mxx5GMTiQS1tbUFFpNUY2E6aymvZOOF4I0VhhBrQr5HQeaFqjCLExW+DyZLa1X7MoX6lEPZ6uZWkUjE+jnYrBmLnRUrVjj9n2pcEQ3L5HEoEom4Qjap4M1G9t4SQ9bovMiSySQdOXLE+buxsdGYWBiYgTgPQIHgNWHT8eGHHzqvxUmdajJjCgHCO6biri3RFaFBHnivueaaFOtHeeCvqKhwQlmIAlEkEqEtW7bQtm3biMgdRkU3AWer+i9+8Yspn5lCJOjOYxMOR4QFivXr12sTvqrKlW/xsb0WObwg9VoI2Vj8+nkufo5VIVsFiHBs3nSyzoflTl1eXm60Hud6Fo1GldcLujmlIsj98OqnTJseNmXJdwFC16bF92WrF5nFixcrcwhwmIRYLEb33HOP8z6fx7QZJCNukpgS64qI5VVZUvuJS57ORmXYm5wiJSUltHLlSkf0FNvg+vXrU56tKMKIm4GM6hmb+qJ8xbRRJ3vhiWPEhg0bHK+4devWOeOq7FEEzLD3hyzO/+EPf8hFcYoGVbgt281y2zwsDQ0NKR5o8nwmFovRpk2bUsZFXX9eU1PjGN7IoXkmAmEapiQSCWpubnY8+fj8upxLMqrNSfF7fudk77//vvF3BV0LZhNx3ZkNgmx4l5aWhjYWewme+U7QMVjXV/IcQAxVqau3bIwH7BGNUFTeo6o1Fo9XYsgmEZ6rcpuoqKigzZs306ZNmxyBXp4Hvv7660RENDQ0RN3d3eH/0AkKxHkAipyrrrrKeS26X/Jr8b1rr72WiNShcHgArq+vdy0YPvOZzxCR2wqe6EoMX3ESrRJY5dAsQeHBQ/YUYEtTWytKnkCIsbBtFgBBJsyZsHwPG74HvEMftuW/6rmoRGmbBTMLaqIgxmJGSUmJp7gfRIyW3alNmwimhR6fp6qqSms9HovFnOS169atUy7ieXOKky0GsSjyu9DJhCWwKSFxPiO2aTGeo/g+PytdfauurqbHHntM2/c0NDS48kVwiKSqqirHwlb2pJD7Mq9NErHd226KFYJFnw4O7VNWVkYHDx6ksrIyVx6EWCxG0Wg0pf8zhXsJG/k5pbOZaGLJkiUp7c50LVmc50Ug13nerK6oqHC5UfsRwMA4YqJ0Iv+JFIGbIHGQwzCq4LbBfaut0M/z9draWscrhwUT2QKV+2NdaEugh5+PzWa319xfTNhuQgwZYQofocqPlW+MjIwohepIJGJtvGRC7gcvX76sPdYUM178zOR96oVO8JyocH9mayxie5xXIuaJQNBkyDJi8l6icYv8lStXOmtMhi3xiVLngT09PURkbmPAPxDnAShyRItTFuyIrlhzsPu9+N7nP/956/PzpEhO+KoabFUCq41AvX//fuvyyMTj8cATJl3ZSkpK6Oabb/Z0xQvLmjqXmHboM4Eu4a4NXBdVQtLMmTMDxdf3Qq4jpk0E04aPvImlEq0aGhpcQpcK3pzitqxrh6bn6NeaKF3rI5XVkey+7jcxbT6gizNvI0p69YtiPRMtydnCVo6z7ncjUGz3qvqsshbkMAuFFLaF+wr23BKfmfi3TjzzE7fWK0kqI+dWYe69916XaMMb42GzdOnSwB4qqjFP7PPk17YCGBgHYny4BAk/EpZRha2FvgiPtaWlpU7fxf9HIhHXHJzzYaRr+AL01NTUKOeb4rjAr01JtYnIJYpdvHgxpBLmhkQioRXnTXmJVKhi+nd2djrvz549m954442UY3iuLAuH/LetoJipTfAwKCkpCWWzo1AYHh7OdRFyjt9kyLo15+joqCtheXV1NT3xxBOB6pO4YaDz6gb2QJwHoEAIOkHgZG0/+MEPXMnrVIL3pz/9aUcIE4nFYo5ruklQ0oVjCApbIbe3txuF7lgsFtj6joUknkDb3OfLly/ToUOHXAshVUxsW2uofMWPq6ZsYe9HBBQtc3UJd0VMyULlMsgLWBPZsOC0WdinI1qxxbnpOUQiEWXswKAhcUz3dt68eZ59gmh1pLLwzubmUJh4bcSkK0qGYcEZBF2iZbbkvOeee1LaaBiJvDLxe0WvgyD4ycvA8dbnzZtn9EYQY3yKLFmyJCMbjDLTp0/3da9Fq0XVmCdvPBZaOwbjZNNLJNfkqm9leO4lW/Nyf1NZWenyzFLBSa7nzp2bVkhAoKe2tlYZAlO0pufXd999t/Y8kUiEVqxY4fyd62SlmfSC89umdHGumZGREaVoe8MNNyiP14nzuvlYJsX5dMPhXL582QnLGZTly5dnbO0TiUScNbYqPwpfl62zbQ0YJjKqUGwmvOZcsrYSZOwTNwzq6uowv0sTiPMAFAhBJwjigkpMjtne3p5yLGf8lq9VV1entdgVj62urqatW7cay2MK+6E6lsUIk9CtE3RVIu68efNcVu9sicQTaBZrbAYXMT646KGgEhjz1erXVDY/rppBRVQ/1mNcVp1lfWlpqXUZ5LoRjUbzzsJMZWHtVZfY4tfrHnAIKxHenOO6PDY2ZrVwEPuAefPmuTYHampqPPsEEdVEslDjeWZaiMyV0NnQ0KAUJLgelJWVpYjxpnwmtoT5e7kdeeXP8GpvfsZlHltqamoCiewVFRWBEoCK1vZiv8eeDgz/lhkzZvi612LoPBA+iUQiLe/BsFBZ/rIAXKjowtrkehOJ516yB5Q4z9R5ZjGcoHv58uXG/iYf5qX5UIYglJaWUlVVlZW32HXXXadd+9x555106623On+zMVSu+NjHMicP+d140LVRDqmhg+cg8hjNY6jtWCqL+OnOR8XvZyscjsnwJpPjdyQScdbY4ia+nIA2EhkPs3jvvfdmrCzFQpBQbCZkbUU19onGd176DcIUpg/EeQCKHNVESAxDYSMujI6Oprijy6K0LUFceYMiWrZz+Wtqauipp56i9evXK7+zf/9+a4t3FkJlS2VVqJN8tRbM57LJhBkGQY7nnqndfj+bUarviqFdwrQ8VVlBnjt3jjZu3OgSXk0LB9XmAW/whWnp3tfXR01NTdTX15f2uUBw2CsjElHHEuXPiYja2tpcn2UjiZ1u0SyWm7FtR17HyQsROdmvuIEbRiJbU2xdHQsWLHBei/0eb5iwtZrJzd+04JJjzvslnzev84G+vj6lMUW2mTRpUsp7q1evzkFJwidXddDvdcW+LKwy33bbbZ4hGjNNmB63YeJ1jysrK10CJKNaF5WWljprHzl0mTw+hrGZnQ5+rXPDQBW+hojozTffDHQ+vofys+Ax1HYsVYnz6QjquYhPX11drf2ss7OThoaGAp87SD+kS0A7kUL0FBKi8Z2XfoMwhekDcR6AIsdLFOGJiylsjJzQUBTYVcJHPiCHuvESWUpLSykWi2lj1HuFqCjEsBv5Ars0NjY2+rp/5eXlgReV5eXl1NjYqI3vHBZcP9JpI5nYQFFt2n3wwQdEdCVJs8o6WlWuTE/GdHHUQXbxEpflOO0qMimC6Ra9YYjiOuTfKif7raio8FzMRKNRVygbUdBnampqUsp/7Ngx5fnE3DJEbotnUWjg9m6TsLCqqiol2TrDIRCC5lgppA3iXKDr99LdFPGLai65aNEixyqzkMPe5KoO2mz+iX2B2JfJ3xU9LKLRqC/DmX/4h39Iy+IxXVHNJuyZqg/MNOI9ljdeia7092zpzhb04rpK9RxUoctEQw4/m9m53ljxi65e6mLRBw3bMnPmTCIybyz7jd9daHC7fP311z2PDTovs1lbE11JTB2NRrXPRJeUt9CSWmcyLFQYISLTgdfruvCLIH0m57oAAKTLli1baPJk76r8+OOPZ6E0mSPoxLm0tJQaGxupra3NsUwQJ0csrovW4hw7/vDhw0Rk3gnlxYIfwhJo5POIFuwNDQ2+LBPYqkVMkCJfi39noYXXyDVez5tdGhnb+8tJiE1WhWJcVl78xONxqqiooM2bN1NbWxt1dHT4+DX+EetOvqCKlS26mG7cuNFp/+kCy1g1xXRfvIRZMWlhvrWFdBD7FKIri8uSkhLn2eo2e/l769evp0gk4oSZqaqqooqKCtdY9KlPfSrl/vb39yvL9NBDD9H+/fud77NwtHprTRTBAAAgAElEQVT1anrvvfdSjpeFIFVIhUgkQvPnz1fG9i0rK0uZQ4DMc+HChaxeTxeOYsGCBdTf308zZszIicVtMcObe7p5qUgikXDmQqJl6tjYGLW0tBi/W11dTbfccgu99NJLgcp5ww03pBX72ua7CxcuzGn/YjJaYBH07rvvps7OTte66sCBA85xKm9DovHxoqWlherq6qyeNSMKZHPnzrVKmGl7nBc33ngj9ff30/Tp05Uit05ozVaCVRbn5fUrJ698//33rcR5Lu+qVau043kmSSQS1NLSEmh8nT9/Pg0ODirbV2lpqbNZX1pamrGQMnz/uN3wfEeXpFTFggULqLKysmASol9zzTX0zjvvGI9ZuHBhoD4z15vgvF4/fPhwiocsksGGAyznASgQglqnlpaWUn19PTU3NztufKJVhyrmbnV1NT322GMZSyIVlpWSbM0fxIJ93rx5tHLlSs+kQyA4fp+3n1Aw4iJHtYElxmUNw4q9WFAtkNK9JzqBFpaxaorpvqgWjmzRd9NNN7mS3RUToheZSFlZmWtsUoXVEb/HC57Nmzcr64ONiMBWm7xhzt5IbHV2xx13uFz5OUwJe40xr776qi8BYtq0aUVTj4EeFrtkeFMp10ksg5BJK8SwN1+DeqaMjY1RPB7Xhg3h5yauMbws4eW5lngfvTzuVOg2GvMJHq+rqqo856c6by3Z25A9N2fOnKnMMaCDn8+qVascgeyee+6x+q4ozOvatA0cLk1XV8LwdEzHI0O3CcBj6dmzZ7Wbiaq2+7nPfS4nY1w6YXDYO06FKYxdUGz7PL9z39LS0pTQUSZ0Xn4imQwdZePVVlNTE6h+hz3OJpPJtHN6cZmQDDYcYDkPCp4dO3ZM2M5g9uzZNDIyEvj7pp14Fg/8WHEUIgsXLqQnnnjCiVcMco+86WJCXFDabGAVm+VuPsATcljOThwikQhFo1Gj1wp7tWzdutUY8zRTZMszQXUdsS8Ks88xWR3W1dU5lmWiN9Jvf/tbIhoX1MQFOXscVlZW0vLlyykej1M0GqV4PO6rLYsJZ0H4ZEJECYLKVb+ystJlfZku5eXlgUQ9k0XrNddcQ2fOnFF+lkmBJuy5hp82qbqPS5cupZ6enhSLTfacEZPEL1261GjVuXr1anr++eedv0VrzuXLl6cVw1pHvmz++JmfenHffffR0qVLfW9oPPjgg9Td3Z128kWVJ5UtvCGTyYSi6XpkqOB6NH36dKM4L7fd3/zmN9pY6fnG/Pnz6a233spoeBUVpj6vtLQ0o/MxHgNmzZpFsVjMM1pCJuutTTSHxYsXUzKZ9F2/w87fNDo6Sk1NTbRmzZrAzyYbOaUmErCcB6BAiEQiKZYvYqI3kB6JRKLoNyIKCZNlhSiG+bGyB+MkEolQQ/kUkwU4SEVn+c0LVXZl5Q1OXmyIoV1yQbbqZSauE4lEHEt4oiuCgkkA1X0meg/JIe3Ez4n0idqIUuO+sjiTjvUl8CaX4rzO2lqE61QuxVPTBpFJwFSFdyt02CNWFSOdaFzwJNJbJdfU1HhuWsihFcRnH9aGB+cyYPJJANL1+aocXGJoRRmbPC0q5HCi0WiUurq6fJ0jXbgOhJH7oqamxpgHKUzEejQwMOB5PLefjo6Ogglp+tnPfpZWrlzptPVcwvW+srLSc56k66unTp3qhCOS4XnSokWLiIjo1KlTVsl+/YZ2kvsjE+xNZqK0tFTpucXtShzTxL466CY4z8914aZA/gBxHoACIRKJ+HLrUsETx3StLYqBYor3PNGQLZe8Ei6aMC2cgpKLuuXnmolEIiVWICgOMlWfTYsqdmVl9+sTJ04QEdHly5epoaGBWlpaCmZRmy/I472NMKVLzs6LMXlRds011/gqk2zdyaHg8sWyu9hIJBK0a9cueuWVV3Jy/ZqaGrrrrrucv1koE0WK0dFRRyzwW59UiNbefsSQkpIS7WccvklFtuJfp4Pf+QRb2MvJqVn8ZOFozZo1RHQlxwQfV1dX59nfzJ4922UUIR4flojOIV8yTZjzNVU4G3Fz1Avuw1V5P0S4L+f2ctNNN2U8d1K6sDioGi90m8JeY4vpmXl99+zZs/T/2bv38KjqO3/g7wHCJSSQgZF7FggJIVyChUS5SCERLemuboe0dN1s67qa8qxtjYiXGmnrYsWqQbC2bEN2H7e7T7DtszGt1k3dRxMtmNolWqACQa5yEcEDMxBIwCTM74/8vsczJ+ecOWfmnLm+X8/Dw1zOfM93Zs6cmXy+n+/nu3//fsNtQrUTacBT77s5Utdddx22bt0aFwupWjn+9bYZPXp0zBfvvf76601vG+rzC/R91rUGMsUgg7IqgjITP5LgfF1dHQAwDhTnGJwnSiDqH71mpqwpT8DhZmlYkShBb2b7EmDth6NZsTi2wtmnqAlOicHMudWJ4zkSkdRLjYVofn+F2pfyDzzxB5neH1QlJSWa68cAnwdw1GUurNbbVv9RaCY7jMInSRLq6+uxZ8+emOy/uLg46D0XwXm9ElV212+3Egwxyt797LPP7OhOzNj1e0LMEhDBHzH4IdaYEO+18j3Xyq6fNGkSFi9ejNWrV4f9G8LMwEu0MuWd/r1m5TtF/I0WSa11M8zMiAlFlIQxWzpFGRxU0yvrE2rRa6MZMyKoHk5ygAi6S5IUMjivDHhaPYb0vpvt8sknnzjSbrTt27evXwmiwsJCAJBL+UW7hI+RUFUNioqKkJeXp3mO07rt0KFDpurom+FEHCjU71OyhsF5ogSinNZVVFRk6mTtVJBG7wdnPAW9E2WggCJj9D7zGNC3cuVKlgRKIGbOrdE83p3I0o+1aH5/hdqX1lRmO7/PrZafUAfnRbAvEbKPE40IzMea8rMtMuPVx43YJpJyJlqfAb160IIywGgUnDcKfCXTuSsUreA7ADQ2NuoGL7XKYqxevRr5+flBpc2coO5nop5nIv1OEWU7RDASiPx7YNasWWE9rqSkRO7HlStXAFgPimq9j263O6jElPhchgrOGxF/L6uPb3G78vxSUFAQ9P4okwr0yqmo+2/37wY7ypDEOtvcLm1tbfLxJqxYsSLo7xeng/N79+41vW2o2ExxcTE8Ho/mZ0FvBpp4rkazxKwQfyuE+x2oLCmbnZ2NyspK5OXl2dK3VMfgPFECUdZ2LS4uljNgYiGa9XzDDTbF00ABOSdUfXqjYyCVg/dutzuikkB2SeX3wG7RPOfFW5Z+KmtpabGcHWg1M1X9R5xYQDJRg2bx7ODBgzEtPTZ69GjMmjULeXl5cna0mMmhrtMuPv+RZDrfeOONGDlyZNBt6mCMmjLAaBSYMQquJfO5Sx18aW5uNtzejsFWr9dr6nxw6NAhAMala5IlOB8Oj8eDiooKVFRU4Ctf+QoAczNJlOuUOOHuu+/GihUrAISeKRPqOFJn7yvfX3FZr+a8CGDaFaicNWuW7m8mZYA7mvW6xQCB0eCiy+XCnDlzdN93rTr+iTogqT5XZ2Zm6v79YtdxoWSmBJKgnG1hNLtIecxPmjQJgP7nStTRN1NP3wzxt0K434Hi8SIoz1iLfRicJ0og6tFYvamAwtixYxP+ZBmPAfZUCSamwvOMx+MrmtQLT8aqD6n8HhBp8Xg8jpaeshrsysvLCwqocCqzMyRJwksvvRTTPjz//PNYsGBBUHa0CL7rHTeRBE/ff/99VFRUmNpWBHSVJS3CyZoUC1nHIzt+e6mDLy0tLQD0154yO9iqfJy4PHHiRFRWVmL16tWWjoO5c+dq3l5YWIicnJykndkX6v31eDxYs2YN1qxZI8+gMjP4JdYpKSoqkksHaX2HWFm8Wf37ULy/6kWB1fSOI3H8KftVX18fFNAMtcis+NvX6DXZt2+f5u3iMWYWg1Xz+/221omPdEAsEAjgL3/5i+4MFq3Xx0w9dDvZ9XekSAYQ1K+ZssyeXQFsNbPlplwul3zuMppdpHwO4lyoNwMtHn9v8W83ZzA4T5SgMjMz5R8/ej+S/uqv/iqiUh+pEJwNR6p8IaXK80xlyuCL+o/qePn8J2P5lGQWj39EJAJlnVsg+LMpeDwelJWVWWpPr2au1WCqcpHawsJCOUCSzNnHsSBJUkwXd1y0aFHQOT8nJwfz5s0LGdSJJDh/+vTpoAXwtIggoTj+CwoK5ACfXoatEbGQdTxy8reXmZrD4r3UyuJUPk5cnjJliq39Xbx4MfLz8+NiZp8ZVn8rWXl/Rdtmgqrifbvzzjvx+OOPA0DQwuKCevbLokWLNJM0cnNz5cx9r9er2V+ra02I40850NvU1BT0PSUWwNRbzFkMLhjVnBe1yNXEa6TMhDYqoWVlIMOMUMdKqHI26t8JgLVzb7Sz6e06l4nnKAZnlechr9erWUnAyqLiZojs9lAyMjL6nbu0Pl95eXny99ns2bMxb948TJ8+Xb5fmZDpRGlDik8MzhMlqMzMTPlLXj2iLOhlE5n9skzF4KzeD1CiZCWCbOqZOPHy+c/Ly2M9wxjR+kMwlFj9EREvg0lA+IvQhVo8V5Q7sNKeXnBeZDB6PB7T9UdFUGfFihX8I9Eh0SydoKWsrCzoM5Sfn4+tW7fKWYNZWVlRWUxcveCwOsjodrvlwatwgvOpyOj3rfL8KX4LaGVx2nV8GpXASbQSNk7+VhJtm8na1ar9rHX+V7++I0eOlIPwSnfeeadcbkpvMCtUBr0eM98foTLow1mEWuvYClVCS0n0u7m5OazPgvJYOXHiBADI/wOhy9mY+Z1g5fNTUFCQEL+txXPSSk4oLy/XfM6hjh8jyjUeBL3vGaPyXIJWBr3y99ycOXOCvmcB84MBlFwYnCdKYOJLXu8HSjytXp4oysvL4yK4kwjCCdxR/In34He8DBKkIjN/CMaLeDpOjBZZtMJo1khZWZnpLHp1e2VlZUF1Qj0eD8rLy0PWpdZbVJIiI0kSNm3ahE2bNlmqbRsLyqA4EPnCcnrUn2P1Mefz+UIer0ZScWaP8vetckE/cV2cD0QAUp1hDQQvsKseEFXO+tAKbqn7YnQeUWYPz5gxAzk5OWaeYszF8ndxqIVJ1XXehaamJrkUiHrgTbzf6mDxmDFjMG/evKBFg82W/QhFBPzV61CE69ixY4b3qwcClfQWVW1sbDSsB2+GGDjRG0APl17J26Kion5xgUjWCrGbx+PRPUYFZVKB+nZBa3aEVYsXL+53m1ZMpaioCDfddFO/29Xfi8pzndE6KPFQapRii8F5oiQgpgDqiaeMQkoeiRS4I33xFNSkxMHvlf7UAa9IGQ2ciQUDQ1GWGRLtVVVV9XvfJElCY2OjYVssMeUMSZJQX1+P+vp6vPfee1Hbb7hBAOVxEOnCcsLevXsN+6QO5Pr9frmOugjiWTkuk23mh975WO+cJAbkjIQahFP/dpAkSV7IWCu4pSbeL3XmaUdHB+rq6gAAlZWV2Lx5M/Lz80O2Fw/C+V0c7nepVuDPSHFxcciBNKMa2cp9Hj16FBs2bEBJSYl8fIlAfUFBgeFzkSQJDQ0NQbcpn8PgwYMBAJ9++ql8mzJoK4KkH374oWFfBeV2Ws/d7OtudxDdKXrnNvG6KrW1tcXN33AejydooW8tegNQyudsJXlA771/9dVX+w02nTx5st92WmWjRLvhfC8qywcywTI1MThPlAIYfCMiIjvxe6U/MwEvLVrBCtFepK+xssyQmfaMSl+YXTSSwnf69Omo7etv//Zvw3qcE8eByHLUC3bo8Xq9mDBhAgDI/6civc92OOckddanMpvazACIUckaJXH86M0ACpUJnizCPc+L189sMHL48OERD6SJxzY1NUGSpKC1UUTZj1mzZoUMzqsHgpXPYcSIEQCCM96VMyfGjRsHr9eLPXv2mOrzuXPn+vVfb99qyhrtsQjO62WK61F+f6ufVyzXMolXN954I4DgQeGMjAycPHmyX8lgrRkYO3fuxKVLlyztUzlbweVyYd68eXC5XP22i0Zwnkk28cc43ZYoAVRXV4fMHAeALVu2RKE3zlL+KDbzA9loqh4F4xcUERHFgpms9WhhabfoEYMyyhIg58+fj2GPwp8VITK0rRzHJSUlOHjwoGZGolBUVKS7uCPQd7yKIJ1WZihZJ4LF7e3tAPqyqcUsBTOB3fLychw9etTRPpI5WoFnj8eDkpIStLS0hPx8mZktdeHCBQCf14A3WqjVDK1jTMysAYDrrrsOixcvNn2uCVVTfseOHbo19ZWBVLvLuYnyJkZlTsQAlVnK72+t/ioHKuKR3QvwhiIWIleunZCbm4tdu3ahu7s75OPb2toMB5RDlX07f/483n///Zh974tzPcUPZs4TJRDxg8Xr9QZNc8/IyNDcnn9gm8csUEoVHIgiJ4jjKicnh8dXlNhdRsfqvvk+R0Zr8T+rWXjh8nq9mgEDM8FXrffeTIa2coE+r9eLRx55pF9gQL2ugcjKFRmk4vyiVWNY+VvYqP71pEmTNDMVKT5wTQtzjL5zxX3KxX1FyRCPx4OVK1cC6F/GJisrS57JkJWVZWqWjKhXL2auhKobHopWgFaZtXz58mXNmWZmaC3i2traaqq0S2ZmZtDjI82kF/Xs9eraaxH7V/bDytobYoZSqDUhok2s1aDH7AwCve81PSIAr3wvP/vss6D/QzE6dkKVt9Fa00Gc/8JZ8NioH/y9lhiYOU8Jb8OGDSl3slFntqmnXgkTJ06MVpeIKEEwU4KcoDyulPWB+QeBc0RANBZZ9zyPRE4EWJwslzBmzBg5OxDoC8rs2bNH/h0ZKnNWUP5xH+57P3XqVLn+s94MDXVwPjs7W153YeHChQD6zi8iq7uhoQHz588HELyA5LRp03QXgjx58qQcUCR94j2P5kCG1+vVXdCSgsuW6H3nKu8Tn5Pnn38eM2bMkO/XK4njdrtRUVGBpqamoICiz+dDbW2tYVBXZJlrBSKV5w8RzBTZ+0BfgHzRokVobW3tt0hpbm4uDh06JF/PyMjAf/7nf+r2Q+3ixYvyZauLuGqtdaEUye8bMQihHIwQ5yy98mbKYK54nVtaWoJeS8EoSL1ixQrTZYGiQQxU33vvvZr3a80g0DqmrJbwEgO6yoFjNWX7WqxmvYcafBTnv8mTJwPoK/sV6To//L2WOJg5T5QERo8erXm7UeYQERGRU0TJDpZJiS2rNWspek6cOAEA+I//+A/H9iH+wBeUpV+Ui8+FYmZ2oQj2q4nfoqIEZVFRkenjMVTd8cbGRjnQrixNoJepKIKLWhm0qSZUNqV4z80MZKjXzQg3mFReXs41LQxE8n0qspPDWQDU7/fLi/SGM1tLef4Qnz3luaepqQlz587VfKx64GH8+PGW9m1UNkavr2JQaufOnbrbiVlO586dC+t1VQ5CiMefOnUKAIIGVM3QWsg3Ly9Pcz2HeB4A03pv9dbBsWPGu8hOV9Z3F9+R4jhVrndgh1CvvTj/idfCzgx6in8MzhMlEL0f0uosAyIiolgSmVDhBALIvFABtlRZVDERffLJJwCsB2KsEEGHRYsWAUC/LHnlDEujxYDN0Av2T5s2DcDnQQ+9+s5A//I1VvqjzEC9/vrrUVFREbSYKQBMnz4dgPUM2mSkDm5FErxVr5uRl5fX77UX9I6zSI+/ZGZHWQqj72Szg7hutzusRc+VxGfP7IyhSOuQKwckzQwaKQel1NnoSh999BHq6uqwe/fuiH7rdHZ29nt8enp6yPdDOcCo9f55PB5UVFT0e1yiDYA5meAhBh6VwXmRRS9mL6gHuCNl9bUX51UmWaQGlrUhSiB605JmzZqFjIyMqNUqJSIiotiL5nRl1i21l5Vaw+ESpV7uuOMOjB07Fo2NjUFBUOUMS6eCICLzT1kTvra2tl+Qr6SkpF/5GjNEkE9dc37FihVob283DLClArOfWxG8Xbp0acTHgcfjwT333NNvwd+SkpKgAQHl+gHi+OOAbn9On+ebm5vl9yVar79eVnpmZmZQmZZIS1ApS5ZEEpTOysoKGtQTC81aqflu1vDhw3H33Xeb3l4MwosBtlDn8nAW8I6GrKwsVFRUoKurC0DfbKhY/96YOnWqpe0jLUFDqY2Z80RJYMGCBfje974XdBszUIiIiJJLLAPkXDg98UyePFmu2S6C4crAjciurKiocOx9FeVmxEDBjh075EzRnJwceYDAKKPeiAjOawXxYrlocrwQa1M0NDSEFXg1E2zSKhOUn5+P2267Leg2UX5DLP64evVq5OXlcdAvxhobG6M+KCJm8YgZFsp1JrTKtAB9i806Efw0U+ZKL7AvnodRG1qzUkS5HRGINvs4o/6YnbFoZgHvWHC73VizZg2qq6tRXV2NNWvWWD4vaJVXE98xdpT71SrdJpSVlWHUqFH93jP195B4X83OHhFlpThwmfwYnCdKEkVFRaioqJDry7HOLxERUeIwM6jOAHlykCQJe/fudXw/48ePNzxePB4P1qxZE1YQRIvWYneiLIVYH6m1tRVAXzArPz/fUoao0T7F/+pFM5VBqEhLZCSqSMqMmck21ioTJEmSvCCpUV94TnNOOIO50RwA9nq9WLlyJYDPP79Gx1txcTEuXLhgqu1QC28qmS1zpRwYuHr1quk2zHz+fD4fdu/eDQBwuVyora3FwYMHgx4n9h/JAEUyrrehXrBcXV5NlFYT/1uhDKCXlJTghhtu0N22oqICgUCg33ut/h4Sx4NWcF48l5ycnIQYWI6kHBr1x+A8UZIQf2Bp1ZcjZ/GLiYiSEcuYWBfJa2bnoDrfu9gz+m0gSRL2798fg145SysgJtZFUq+PZFfdd2XGbUVFRb8AvDIYxTWawmd1Rq4kSSlfUijWQg18ZGVl9QsAKh8jvkfMBIMzMzNDfudIkhRUBkZZ/1zUTXe5XLqlYoYPHy4vmirk5ubq9sduyoEDdXDeqnHjxgH4fNDS7/fLA5ciwKs+R4r9R1KeJxnX21Af55G898r68wAwYsQIeXZHaWmpPEMr1IKtPp/PdGygubm532Blfn5+XM5uUOP6UvZicJ6IKEL8YiKiZMSMRuvi5TWz2g8G8+2n99tAkiQ0NDTYso9QwWblH/3RYBTEy8zMtC0TUFkmQJl9WFZWhvr6+qDnnIzBKD1OJouYGTwsKSmxpV59op6LEqXvop/Kcld6261evdpUMDgzMzPkd47RgI2omx5qIVa166+/XvN2saaHKKelVlhYaHofZlg914oAcqwGDBPlWA2HOjh/+PBhAPqBdCX18ZKRkaFZZmnSpEkAPi/bpqYuRWP0ere0tDCGQAAYnCciojAl8w87IqJUEi+DCqlAkiTbFuJbsGBBv9uUNXGj9Ue/CAqreb3eoLIzWoHAcEo1KMsEiOC8Oggv+uRyuUy3m+hinSwS7roBSol8LkqUvkfST7t/+4uZLeGWW/nwww81bxfngwkTJmje/+mnn4a1P6G7uzvoupPnWpGFbfU1MlpzI1GO1XCoy8UcO3YMwOezFAQRrBfB+5KSEsyePbtfe0bfUenp6aYGnZVrfyRjaSGyB4PzREmGAVOKlmT+YUdERGQHK9PbrRo1ahSAvsD3okWLAKBfvd1oEEFhAPLaR0BftnWoEgN2lGow6pMoQ6AcKKDYaGpqYmAqDkQyw0L92z+SOug+n08Oop84cSIoAC3KhihpfX737NljuA9RPkbt9OnTpvtZVFTU72+dzz77zPTjwyWCzCdOnNAscxNKvC78ajezx7N6loII1ovg/cqVKzFnzpx+j9P6jhLlb8aNG2f6NRbfSeJ95PcRqTE4T5RkGDAlIiJKHBxUT24vv/yyY9nM4ph5+OGHce+999revlVutzto7aOGhgY5wNTR0WFbOZ9wmBkoIGe1tramVJmheGXnDIu8vDy5RI5VymOho6MjKHCpFTwP5/Nr9BhRrz7UwEJxcXG/7+eenh7d7e0qLyVq72stHBousdhsspRREa+18njWe8/Vs6jGjx8vB+i9Xi/y8vIMZxsoieC8cl8+n8/Sdxy/j0htUKw7QBSp6upqDBoU+lDesmVLFHpDREREZJ4YVKfkJOon+3w+bNq0CR9//LFtbe/cudO2tpzQ2NiIhx9+OOi6U8wE/yPJ8qXwTZkyRc5OpeTi9PeXMtu5o6MjZEDT6FjzeDwoKSmRz8nXX389Dh06ZHrWjsfjQW5uLg4dOmS4nRj8WLp0qeFivIBxgLatra3fY8RAvghEh1qoWQSbxblXLDZr1LdoiyRBQatMnN75XcyiEjIyMnDu3DkAwSW5ysvL5Tabm5txzz33yP27fPkygL6SOPPmzUNOTo7crt/vt/QdJxZkdvJ7kRILM+eJiIiIiIgc1NbWhvr6ekuLHZppE4jPYHNJSQkABNWc1xJuYEY8TrTb0dERMsjhVAmdZGbHzJ5p06bZ2COKNidnd6mD1OoscWVAdcSIESGD82KhTqAvUJ+TkyNf93g8WLlypal+aZVf8ng88gK0ZhIDwzFjxgxMnDhR8z6xaK7yfQi1ULMYPLFrMW4n2D3rP5zzu96MnpaWFgQCAbl/YqHhYcOGYevWrcjPz4+on6lQdojMi3rm/IULF3RXzQ5XU1NTUH1DSi0bNmyIm5FfIiIiYqkWSm2SJPXL4j558qQj+xLT8dVT+hctWoTW1lZ5u2h/JktLS00NRISbeSse19TUZOkxFRUVaGpqgsfj4fnJBDPvD2ckxD/l51+cK3w+n1w6JdRjncqOF4FUveC80pQpU3D06FHD9q5evSpfvvvuu/sFT80GbvWCtenp6QD6sq4jIdpXP99169ZF1K4WUXs+FTO0J02aJH/3KsvaeL1e3fOVeoaFknj/xf9i+8rKSp7/KGJRz5y///770d7ebktbV69excaNG/Hzn//clvaIiIiIKHJc/4RSmdZU+8OHDzuyL3XmZHZ2NiorK3HHHXcEbRerz6QoxRAvgYvOzk7U19cnTc1lu0QyeMMZCfFP6/NvtQyHXThLODIAACAASURBVIqKigD0lQwRGep6gwTqRTyFgoICzdu7u7sN9212QWK985Xoz3XXXWeqHT0iKO9yucI6PzIBwpzbbrtNvrxr1y75cmlpadD5qrm5Wf5O8Hg8KC0t1WxPvP/79u0L2n716tW2n//EYLJykJ2SW9Qz58+dO4dHH30Ud911F26//faw2zl16hSeeuopHD9+vN/iDtHS3d2N7du34w9/+AOOHz8Ov9+PjIwMjB07FgsXLsTNN99s+ywB4YMPPsBbb72FvXv3wufzobu7G263G1OmTMGSJUtw0003YeDAgXHRrlN9JSIiIiJKBNGquS1KH9iVDBUpvf7YFaw3U7tZ0Bo0oT5OZkcPHTrUkXbJHqHqltuttLQUbW1taGlpkYOgWlnKXq9X93M9a9Ys7N+/v9/tRmt6SJKEl19+2VQflYFWrT4MGzYMQN9Ag7o2vBkiOC9KpojzY0NDA+bPnx/y8VqfVwbsg6mPH6Mgd0tLC+6+++6Qr51or62tDZIkOfpaezwelJWV4R/+4R+i/hml2IjJgrC9vb3493//d+zfvx/33XeffHIza8eOHXjhhRdw5coVh3oY2okTJ1BTU4MjR44E3e7z+eDz+dDe3o7GxkZUVVXJo8N2uHTpEp577jnNBaDOnDmDM2fO4E9/+hN+85vf4IEHHkB2dnbM2nWqr0RERERElHhEuQC9LENREihULWVBXRaD+nM6aBeq/dGjRzuyX7KH2c+aXcx+VktLS3WD6cqyIkpnz57VbU+SpKBBgPT0dEufC0mS8M477wAAurq65D6GCs5b+fw1NjZi3LhxQbeJ16uhocFw9lMyLS5v9XtAS3l5uW4ZpFBZ7nrJv2aOXaOSOYD2wr6hRPszSrERkwVhXS4XAoEAWltbsXbtWhw/ftzU43p7e1FXV4dnn31WPiEC0a9vJ0kS1q1bJwfmXS4XZs+ejVtuuQU33HADBg8eDKBvqtiTTz6J3bt327LfS5cu4aGHHgoKdo8bNw7Lli3DrbfeisLCQnlxkkOHDqG6uhpnzpyJSbtO9ZWIiIiIKFWJhVbVEiVrcuXKlYb9lCQJdXV1/YIWkiShtraW5WjC4HRJI632Rd1mILg0iTIwRWTE7/f3y6jPycnBvHnzMH369KDbw0mGHD58uKnPhchylyQJe/bsCbrPTLBW6/OhXijb4/HIi7aq2xTXGxsbcfDgQbkvVs6HiVYXXe97wC6hyhspFyJWMvP6lZeXGwb/tRb2TVSJ8rsjUUQ9c/6ee+7Biy++iGvXrgHoWxzpwQcfxL333otly5bpPu7cuXP48Y9/jA8//BCBQEAO8M+cOROPPPJIlHrfp6amBufPnwcAjBkzBuvWrcPUqVPl+y9cuIBnn30Wu3fvRk9PD55++mls3bo14oVDXnjhBXlBi8GDB+M73/lOvx/oZ86cwcaNG7F//374/X489dRT2LRpk2HpHyfadaqvRPGIX0xEREQkiD/81YuyRkJknIuFVtUL1iVK1qQITFglgjVLly41/L0lpv+LoE44WYrJxo4sVKtE3WZ1cDXc958Sn5kAcag4QH5+PrZu3dqvTFZxcXFY5WXUxGelsLDQcDutzH2z9ewB7eC8WLTVKOAvFpI1ez4UxPdDvJQ7izW/328YQNc7Rs3WlTcbG0j0GEKi/O5IFFHPnL/99tvx1FNPYdSoUXKQ/cqVK9i0aRN+/vOfo6enp99j/vznP6OqqqpfYN7r9eLJJ5+M6uIzbW1t2Lt3LwBg0KBB+P73vx8UmAeAkSNHYt26dfKUpI6ODtP1zfQcPnw46Mf9/fffr5k5M3bsWDz++OPyvg8fPoy33347qu061VeieMWFD4mIiEhkM544cQIAkJuba1vbIuNcBA30FqwTEv2PfrPUAT91ADqZshRD0XvPnc5C1WNlPQBKfmYWztTLWA5F6xgLJ+FPfFZEEFyvnc7Ozn63KR8Tr8QAgpWBhEQW7kyBSOOLZmMDjCGQUkzK2syYMQObN29GYWFhULC9qakJ3/ve94J+OLz00kv4l3/5F1y8eFG+bdiwYaiursZdd90V9YVEX3vtNfnyzTffjClTpmhuN3ToUFRUVMjXf//736O3tzfs/e7YsUO+PHXqVCxZskR32/T0dKxatUq+/sorr0S1Xaf6SkREREQUr0Rg55NPPgHQN/PXLiLIbCVzL9I/+s2WTlAGhaNdPkEv4JcqgxNK8Rbo4XoAFEpWVpZczsUKj8eDRYsWyde1jrFQgf6JEyea2pdeO5WVlcjJyUFZWRkAa4FgUSpH/G8kKyurX6JjuEF2MYCQCAMJ4VKe+6OZxBtKKn4nkTUxCc4DfdnlTzzxBL72ta8B+LwO/Ycffoj7778f27dvxw9/+EP88pe/xLVr1+T7p06dis2bN2PBggVR73NXV1dQ/fjly5cbbr948WJ5sduOjg588MEHYe/7wIED8mUzK3gr664dPHhQd3EUJ9p1qq9ERERERPFIlEMAPs+qvHLlSiy7FDGzGdfKoLA6WO7z+VBbWxv1TM14C1SnIhGMysnJQUVFBSoqKvh+xAH1AFpDQ0NUZ1Uo66u73W6Ul5fL94kge6hFNT0ejxwUD0dJSYnpOvVGg0ujR4+WEzKtBILVwXnl94ea2+3uN1MqFYLsVohyZoBz536j98gMfidRKDELzgN9AflvfOMbWLduXdBCMRcvXkRNTQ127dolj1QGAgHccsstqKmp6beCdbTs378f3d3dAPoy4/Py8gy3T0tLQ35+vnxdvYCIFcoT75gxY0Ju73a7kZaWFnLfTrTrVF+JiIiIiOKRJElobGwE8Hk2o5msyGQlAoAAUFdXBwDMGkwxIhiVn5+PNWvWYM2aNXz/44B6AK2xsTHqwXllQF5JBMK1FtVUD/CFylQ3Ov+WlpZGdCxevXpVd+AynAxp5feHUFZWZvuAlnjNEmVh2FDEa2026B3OwsGC1nuk1Ree4yhcMQ3OC8XFxdi0aROmTZsG4PMsehGYHzJkCKqqqvDd7343KIgbbWKBUwCYPHmyqZI64jkBkOtPhiOc+mvKxxw/fjxq7TrVVyIiIiKieCfK2Xz00Ue2tKfMChSUC53GI3UA0Ona70b11s2U5iGixCLOLaGy7IHIsp61gvxG8Q67MqQrKipsH9BSno+TgdXXuri4GMDna0KOHz/e8j611lIMpy9EaoNi3QHB7XZj4sSJOHz4MIDPA/QulwuzZs0yrFseLcrgvJmMcAC47rrrNB9v1ciRI+XHmyn74vP5ghbX1RsYcKJdp/qq5/z585a2N4MnVSIiIiIyQx34EUH5M2fORNx2SUmJ5h/8IthNfURgRE2U5lm6dGkMepXaxOdCvUgvkR7loKN6QE0voCyOL6/XG5TZrCxHEyrrWasfRUVFaGtrw29+8xvcdNNNmtv5fD40NzebblcQi8yGs2gtRU4E50PRGhgvLS1FS0uLU12jFBYXwfmPP/4YTz31FI4fPy6foERgHgD+/Oc/Y+3atXj00UcxYcKEmPVTOWpqdiqQ8kvk0qVLYe87NzcXe/fuBQC89957uPPOOw23b2trC7qut28n2nWqr3rWrl1raXszXn31VdvbJCIiIqLkow782FlffeXKlUHBgWhNnY+0vm6odmMZsNUKuJD91AMjsX7fKZhWQDvWlIOO6uC8+ryqXBR1xowZKC8vD3ouzc3NKC4u1jzeQpUcc7vdKC4uRltbG06fPo0jR45g6tSp8v1Xr14F0JdUGM7rpyzdbIV4TmSOx+NBRUUFzp8/j6amJsNtjx07hrfffjuo5BLPVxRNMS9r88477+CBBx7A8ePH5VI2AwYMwNKlS4MC9R999BEeeOABvPPOOzHrq3JRp8GDB5t6jHK7SBaFuvHGG+XLR48exfbt23W37ezsxK9//eug27q6uqLWrlN9JSIiIiJKJeps0WhNnbeaaWqlXTOLzDrBan1isk8s33fSZlT7PRr7FoOMygVijagXP1UuiqocTBR1xVtaWmw93pSDAyKZMNx1RURW/+7du/v1UbSpNcgrnpN6QVnS5vF4sGbNGlRVVaGyshITJ04EoL3I78WLF02do8TsDpfLxZJpZKuYZc739vbixRdfxKuvvhqUJT9q1Cg88sgjKCgowK233oqamhr4fD64XC50dnbimWeewe23345//Md/NFXz3U6fffaZfHnQIHMvnbJGvhhhDcecOXNQUFCA/fv3AwCef/559Pb2YtmyZUHbnT17FjU1Nfjkk0+Cblf23el2neqrno0bN2LUqFGWHkNEREREFM+Y4W0vvdI3RIkuHmakWKH+LKqz3q0Sg4llZWX49NNPdbcTpWq0grOhKEvvdnZ2htVPQey/tbU1KLjr9XoxYsSIkI9ncN4acby1t7cD0A7Omz0mxOyO9vZ2eWZQtNdSoeQUk+D8uXPn8PTTT+PAgQNyYD4QCGDOnDl46KGH5JIxc+bMwebNm/H0009j37598navvPIKDhw4gO9973tRDcoqs+CVNdKNdHd3y5eHDBkS0f7Xrl2LBx54ABcvXsTVq1exceNGbNu2Dfn5+RgyZAhOnz6Nffv2oaenBwMGDMC8efPkkjHDhg2LartO9VXLqFGjeMIiIiIioqSSKIE2O0USjDAKUDY0NMjBwEQKYhKZoSwhlCzHtcfjQUlJian63iLLfM6cOXjmmWd0txOlasy4fPmy7n3KGI+dlDMZlLOmzJZUThaxDkrHev/KfnBAOXVEvazN7t27cf/99wcF5oG+E9ETTzzR78TjdruxYcMGeaqTCNC3t7ejqqoKu3fvjlrfhw4dKl82m92t3E75+HCMHTsWzz77bFC9s9OnT+Ott97C66+/jj179qCnpwfDhg3DmjVrkJeXJ283fPjwqLbrVF+JiIiIiCh6GhoaojZ1X69sj5lgiVHplMbGRkiSxPIqRHFAkqSQJUE8Hg9Wrlxpqj1R4kY9I99OysxqUR3BKIBvp7y8PFOlf5KFU+XbxPdIqMGOaJWPI1KKenD+Bz/4AS5evChfT09Px2OPPYY777wTAwZod2fAgAG466678OijjyI9PR0ulwsulwsXLlzAD3/4Q/zqV7+KSt+VJ2R1zTM9ylphGRkZEfdhwoQJ2Lx5Mx5++GEsXrwYY8aMweDBgzFs2DBMnjwZX/3qV/HTn/4Uy5Ytw5kzZ+THjR49OurtOtVXIiIiIqJ44NTCqfFU0kYEtmPJjmCJnQv1ElH4zA6SqdfcUNIq7XLu3DnD9kQ8Ry84K4K3LpcL+/bt67cvQZQ4jrS8jVpDQ4PmeUq9PoB4HuGU50ll4nvE6Lgyw6nvfUptUS9royxjM3XqVDz66KMYN26cqccuWLAAU6ZMwVNPPYWjR4/C5XLh2rVr2LZtG77+9a873HNg0qRJ8uWzZ8+aeoyy5pny8ZEYMGAAlixZgiVLlhhud/DgQfmyMjM9mu061VciIiIiolize+HU3NxcFBYW4lvf+lbcBOed4PP5UFtbG9XyMn6/P+KgTCKKlxINRHqUx6iyPJVVV65cibgfop64svzNJ598EhQIV5Y7BoCSkhJLny+9WvGNjY2YN29ev9vVweBwg/M8F9jDqQXTKbVFPXMe6AvQL1++HM8++6zpwLwwbtw41NTUYPny5QgEAg71UJsyuP7RRx+ht7c35GMOHz4sX87OznakX1rOnz+PU6dOydcLCgritl2n+kpERERE5CS7s7Eff/xxVFdXx03wpKSkxJF2/X4/y8tECUs0ULxTHqNms+rDCVCLoPiJEydCltVRUmfIi7I2QmlpqaOfL3UwWGT+W61Fz3MBUfyKenA+LS0N3/3ud3Hffff1G3G00sZ9990XURvhKCgokE/EV65cCcr21tLd3Y0DBw7I1wsLCx3tn9Jbb72Fa9euAegbVLArG92Jdp3qKxERERGRk8yWujQr3kqvlJaWRvR4ZmoSxa94/3yKRWHt1tHREdHg4JAhQwD0lWgOh3pAwePxWKopL2YApeJMILstWrTI1Hbx/lmhxBf14PwzzzyDW265xZa2RPb9+PHjbWkvlGHDhmHu3Lny9TfffNNw+9bWVnR1dQHoqzc/e/ZsR/snXL58OWhktaysLG7bdaqvRERERESJxu5gf6wxU5MofsXD59NocVjlorBWs8QjEWqQdOTIkQCA4cOH27I/dU15ih5lfM9IPHxWKLlFPTg/bdo0W9ubOnUqnnvuOVvbNPLlL39ZvvzGG2/go48+0tzuypUrqK+vl6+vWLECAwcOdLx/vb292Lx5s/zDPjs725aAtxPtOtVXIiIiIiIipzJvicgeyjI2Wgtt2pElLrKe1RnrDQ0NmoMCoQZJhw0bFnS9ubmZJboSiMfjkeNOXFSX4kVMas7bLdzpROEoLi7GrFmzAAA9PT1Yv349jh07FrTNxYsX8eSTT+L06dMA+j7wRiOhb7zxBm677Tb5n573338f27Ztw5kzZzTvP3HiBH7wgx/g3XffBdBX/qeqqqpfTbRotOtUX4mIiIiIkk1RUVGsu5CUPB5PxKV5KDwsA0FmiCx1n88XVFu9vr7etoC3yHpWB2IbGxtN7WPMmDGat4v2WlpaQrajnCEQzVkAqUxvVobH40FFRQUAYOfOnbHoGlE/g2LdgUT04IMPYu3atTh//jzOnj2LqqoqzJ49G2PHjsXFixexa9cuXL16FQAwcOBAPPLII8jIyIh4v5cuXcJLL72El156CZMmTcLkyZORmZmJzs5OHD9+PGiQIC0tDY899hjy8/Nj0q5TfSUiIiIiSjbFxcVoa2uLdTdkIrBqdxDJqXYp/oiAqMBAPWkRWep+vz8oO76pqQkVFRW6gzzKRVFFG4cPH5bvLygo0H2MMkhfX1+Pqqoqw2NTXUY5PT0dlZWVyM7ONv08xQyBpUuXGs4CaG5uBtA3WFFbWxuU5On1euVFc0mbmH1RXl4e9Jrrvb8tLS3wer3IycnhOYpiisH5MHg8HvzoRz9CTU0Njhw5gmvXrmHPnj39ths5ciSqqqpM17Gy4uTJkzh58qTmfbm5ufj2t7+N3NzcuGjXqb4SERERESW6srIyTJw4EUB06yobEYHV9vb2hGiX4pMyUKYM1BOZpR7kEUSAu7m5GfPnzweAoATAWbNmBQVaJUmSA9/K4LxyEEDo6Ojotz/luXncuHFYtWpVxOcxEWxXamlpwYwZM3DhwgU5sCyUl5czOB+CMiBvVnl5OfLz8y0ni2q9f0ThYnA+TNnZ2aipqcH27dvx9ttv4/jx4/D7/cjIyMDYsWOxcOFCLF++XF4sxA7FxcWorq7Gnj17cODAAfh8Ply4cAGDBw/GqFGjkJeXh8WLF2P+/PmW6ts70a5TfdVSXV2NQYNCH8pbtmyJaD9ERERERHYT0+uByOoqE8UbM5mrFLlkKCHU0dHRr968GY2NjZg3b16/29Wlj5Ulc2pra0P2RS0vLw9lZWVoamqylDFvRATb1drb2xEIBOTrytI/QHK839FUX1+PUaNG4Rvf+Ibp10w5sKj3GKP7iKyKenD+sccec6TdJ5980pF2jaSlpaG0tDTiOobLly/H8uXLQ243bNgwLFy4EAsXLoxof9Fo16m+EhERERElsilTpsgZnixTYB8z5S+IkpFednki6ejokIPngghGA8bB0tbWVjlwLgwfPlx3X3qz+tWU52pRp7ypqSniQVR1sD3Uti+//DKAz0sAJcP7HU3iuCgrK7MUnK+rq0NhYWHIID2RHaIenP/LX/4Cl8tlW3uBQMDW9ijxbNiwgSdKIiIiIkoIX/ziF+WAT7yXKUikDM1Q5S/cbndCPR+iZKX8HB49elR3OxGMBoxnYTQ1NeGJJ54ICs6rF38NRRn8F6ZNmxZUKkdoaGjAV7/6VTQ1NfUbFDBDPK8TJ05gz549KC8v1w3U+/1+tLS06PaV5zJn+f1+zv6hqBgQ6w5YFQgE5H9ERERERESxcvr0acuPmT59OioqKvrVOY5HIuAd7/00ogwEJsPzIUp0dnwOXS4XpkyZIl8X9eTDJYL/kiTJgf2hQ4cGbePxeOD1etHY2IgjR46gvr4eixYtCnufHR0d8j7D7StFHwd5yQkxqTkfSWBdZMkzQE9ERERERLF09uxZS9tPmDABRUVFWLFihUM9SgzRDG6wBARR8gkEAkFZ7erscq268WaJ4PzkyZMxb9485OTkAOg7l5SXlweV3xH7MVOiRhAltpTZ/epSOVqDDSzNFR/4nUJOiHpw/pVXXrG0/bVr13Dp0iUcP34cO3fuxOuvv47Ozk5kZGTgwQcf1Fz8g4iIiIiIKN4sXryY2XZgcIOIYqugoAD79+833Gb8+PHYunUrgM9LyRQWFgL4PHgugvPKEjyhiEC8Uekd9WCD8nFEAkscJY+4L2szYMAAjBgxArNnz8Zdd92Ff/3Xf8XMmTNx6dIlPPHEE3j33Xdj3UUiIiIiIkpB6enplrafOnUqJElCbW1tUEkCTpMnIgrN5/OhtrbWUqa6llmzZlnaXpSSEUF4reA5JQ5RoijRscRR8oj74Lya2+3G448/jsmTJ6O3txfPPfccPvnkk1h3i4iIiIiIUszw4cMtbZ+dna35xzRroRNRKtIq8WJELNBpJVPdKpENryyNIwYDIimXQ/FDlCgiihcJF5wH+hbm+Kd/+icAwNWrV1FfXx/jHhERERERERljWQJKVVozRrRuo9RipsSLllBB8lDtWZ31dOLECQDolxgq9hOqHrwI7utl/JuZCdDQ0MDPClGSSsjgPAB84QtfQFZWFgKBAP74xz+is7Mz1l0iIiIiIiIiIhWtGSMsyUAulwvz5s2Dy+Xqd59RwDtUcD47O9vwfqNZT8rAvhg8EvtTx53EtpEOvJqZCdDY2MjPigUejwclJSWG97OcHMWLhA3OA8C0adMAAN3d3di3b1+Me0NERERERERERGYEAgG8//77CAQC/e6zGvBWBmJDPTYzMxMVFRWoqKjQDc52dHSEHDwyW+ZG9CdUv4qKiky1R9qUAXePx4PS0lL5PvXsBJaTo3gyKNYdiERGRoZ8+dNPP41hT4iIiIiIiIhIUAbKmPFLsSQWAG1sbATQF5xfs2aNfH+4x6ddNehFOzfccAOys7PR2NgIr9cbslwOBRMBdy1m1ymQJAkNDQ12dosopITOnL98+bJ8+dKlSzHsCRERERERkb7CwkJm6FFKYWYqmZWVlQWv1xtRGy0tLbplTMSxuHLlSsyZMwc5OTmGfQG069Z3dXVF1Eel5uZm+bIIzgcCAXmh0vLycq5TEqFwBjckSeLgCEVdwmbO9/b24sCBA/J1ZRY9pZbq6moMGhT6UN6yZUsUekNERERE9Lnc3FwcOnQIixcvZgYxEZGCstRIeXm5nNnu9XqDBnXELIxQwdLS0lK0tLRo3ufxeFBdXY0DBw5g48aNWLt2LfLz8/ttZ7RI7ZUrV0I/KRV1JrY6i9+IlW2pP+XghtVAe3l5OevSU9QkbOb8a6+9FjSFaMKECTHsDRERERERUX/jxo2LdReIiOKSKDWiLjkiAqOCyHxXZ5IvWrQIZWVl8nUzZWaOHDmC999/H0eOHAlq3ygIK6o2HD58OOj23bt3h9yfyMRW7ktkx4tBCDEQ4HK5+gXyxbZm+0rawpmFwNk/FC0JlzkfCATw6quv4sUXX4TL5UIgEMDgwYMxc+bMWHeNYmTDhg08WRIRERFR1GllVtqxLVEsiAxfdWDUDiJDWr0oI1E4xPn0jjvuQF5eHq5cuSJnzIcTuFbWKlfPbvL5fNi5cycA4NixY0H3tba2htN9mfisiecTCATkQP6xY8cwY8YMw74SUXKIenBeWVfLrN7eXly+fBnHjx/He++9B7/fL6/m7XK5sGLFCqSlpdndVSIiIiIiIl1z584NWapmyJAhABicp/gnSRLq6uqwdOlS24PzehnSROEQ51O32w2PxyOXs8nMzMSqVats3Zff78f+/ft17y8pKXEkWfDixYu2t0lE8SnqwfnNmzfD5XKF/XhlUD4QCGDixIn4u7/7O7u6R0REREREZEp+fj5WrVpluLbRpEmTMG/ePMMFCImIKDGVlpYaBufVs0XUNeiVRPkcgAO6dkj2mv0scZQ8YlZzPhAIWPoniMB+IBBAfn4+1q9fj+HDh8fqaRARERERUQobP3684f25ubnYunWrvPAg/5gmIkod6tki6hr0Sp2dndHoUsrQqtmfTFgTP3nEpOa8Mthu9TEDBgxAQUEBbr31VixbtgwDBiTsmrZERERERJRiWC84epysoU5EzhCLpGoRg5tZWVlBt4uFYM0sCBuK3j6cJPrd1dXV7z6u00CU/KIenK+qqrL8mIEDByI9PR0jR47ElClT5LqNRERERERE8aigoMCwTjE5z8ka6mSNCHQqA56cRZLaJEkKWpNQHA9Gg2licFOSpKBjx+7g/OrVq9He3h5xW3YQmfdO1bYnotiLenD+5ptvjvYuiYiIiIiIHKGXXTlr1iwG54n+P7fbHfQ/wFkkqU6SJLS0tADoO49aOR4S8dgRwXWtBcRFfflhw4bpPj5UbXtyDmdhkdNYE4aIiIiIiChMItiYm5uLRYsWybenp6fHqktERAlFOWgTLc3NzZqBciFUeZuCggJL+ws3uK4164TMs2OGjpiFZXS8aD2mtrbW0mModTE4T0REREREFCbxh/9Pf/pT3HvvvfLtw4cPj2GviIhSh8g8F/+b0dLSEjI4v3r1at2Bg1mzZlnrpAZRT14E3tWDusrSP7EYwEgGsVo0NZyAPqUuBueJiIiIiIjCpPzD3+PxwOv1xrpLREQpJZzgfLicCPKKwLt6UFeSJDQ2Ntq+PwqmzHLnWhgUCwzOExERERER2cDj8aC8vBzA50EiliIgItLn9XptC4Q2NTVh06ZNhtnKOTk5mDFjRtj7sJoJbVSWxko2fENDA7OwHaLMco9Vpj2lNgbnJwoZMQAAIABJREFUiYiIiIiIIiQy70SZguzsbFRWViIvLy/GPSMiil92LrLZ2tqK+vp6wyB2fn4+1q1bp3u/2VrhogRNqAFYrcWQBSsB98bGRkiSxFrmRElokJ2NffDBB3Y2Z8ns2bNjtm+KrerqagwaFPpQ3rJlSxR6Q0RERESpSGTelZSUAOgLxKxevTrGvSIyz8lyDiwVQU6yc4aSOJcvXbpULldWUlKClpYWFBUVoa2tDQAwbtw4ywOwkiShoaFBvt7Y2CjPtgKCy/LoPSd1/4go8dkanK+urobL5bKzSdN++9vfxmS/REREREREQktLS6y7QBQWUc4h0dqm1KZcNNVom4aGhrCy9D0eD1auXImWlhaUlpbKwfkRI0bIM6Ws9NWohrwIznu9XuTl5eHgwYOW2ieixGRrcF4IBAJONKsrVgMCFB82bNjAEWMiIiIiIiKiFGNm0VQnss0DgYBcp9yoRrly1ogoRSMy8dWysrJQWVkpDyLs3LnTlr4SUXyzveZ8tAPzRERERERERERETvD7/QCAjo6OfveJWvB6tBYYLS0t1dxWlENj8iFRarE1c/6OO+6wszkiIiIiIqKE4/V6GVyJA6xzTpQ6lPXg1UT5GZ/P16/uezwIda4yem5ElPgYnCciIiIiIrJROHWNyX6sc04Uv+wePCsuLtYNYIvMd7/fb6oMTiher9fWRWhDnauMnhsRJT7by9oQERERERERERHp0Sr3Em1aC7oqs+z1lJeXw+1229YPSZJQW1trWB6HYoezsMhpDM4TEREREREREVFKERn1Wrcp7xNZ8pmZmZbaNxt0FwvWMjgfn8IZSGJAn6xgcJ6IiIiIiIiIiBKOyHC/fPmy5ceaLU0jsuTDCc5HEnQPd1CAYi8eZoZQ4mBwnoiIiIiIiIiIEo7IcO/s7DS1vbJcjdXSNFlZWbZkQ2dlZcHr9YbcTvRv586dEe2PjDHLnWLN9uD80aNH5X+9vb12N09ERERERERERCRLT083tZ1WKRtBkiQ0Nzfr3u92u23Jhna73SgvLze9fUtLC7xeL4PHDmGWO8Wa7cH5qqoq3H///bj//vtx7tw5u5snIiIiIiKKOx6Px1QmJBER2W/48OEAYCmI7fP5gmrCS5KElpYWx/qo3rfy/1DKy8vh8XiY5U2UhAY50WggEIDL5TK17T333AMAcLlc+PGPf4zRo0c70SUiIiIiIiLHKDPvGDQhIoquzMxMVFZWykFsM/x+P+rq6rB06dJ+jzFbj94KZWDdbFBeq43Vq1fb3DMiiiVHgvNmA/MAcPbsWfkxLIND4aiursagQaEP5S1btkShN0RERESUqhg0iV+SJKGhocFS4I6I4p8IomdnZ2PVqlWG22RlZRmWtVEKVY9ezJZqbGy00Nu+2vj/9V//hQULFoTcT7j7SDU8v1Oic2RB2EAg4ESzRERERERERJZJkoS6ujq5fAURJQcR3DYKcpvZxohWKRkxGGulxIwkSaivr0d9fb2pQQKPx2OpNn2q4vmdEp0jmfNE0bRhwwaOjhIRERERERGR7fRmRXG2FBHZwZHMeSIiIiIiIiIiolhTZr47UUs+HB0dHbHuAhHFCWbOR6C7uxvbt2/HH/7wBxw/fhx+vx8ZGRkYO3YsFi5ciJtvvhkjR450ZN8ffPAB3nrrLezduxc+nw/d3d1wu92YMmUKlixZgptuugkDBw6Mi3bb29vR0tKC9vZ2nD17Fl1dXRg8eDCysrKQk5ODBQsWYPHixUhLS7PcXyIiIiIiIiIiM8ItbWM3BueJSGBwPkwnTpxATU0Njhw5EnS7z+eDz+dDe3s7GhsbUVVVhaKiItv2e+nSJTz33HPYuXNnv/vOnDmDM2fO4E9/+hN+85vf4IEHHkB2dnbM2r106RJ+8pOf4I9//GO/+7q6utDV1YXTp0/jnXfewbZt27BmzRoUFBSY6i8RERERERERRUciL7opapIvXbpUvs3r9epm0Xu93qg+R62a9kSUOljWJgySJGHdunVyYN7lcmH27Nm45ZZbcMMNN2Dw4MEAAL/fjyeffBK7d++2Zb+XLl3CQw89FBRAHzduHJYtW4Zbb70VhYWFGDSob7zl0KFDqK6uxpkzZ2LS7tWrV/H9738/KDA/cuRIfOELX5Bfp3Hjxsn3nT59Gt///vdx4MABcy8GEREREREREUVFsi26WV5erptFH+0BCGXt+k2bNmHTpk1J8zoTUWjMnA9DTU0Nzp8/DwAYM2YM1q1bh6lTp8r3X7hwAc8++yx2796Nnp4ePP3009i6dSsyMjIi2u8LL7yAkydPAgAGDx6M73znOygpKQna5syZM9i4cSP2798Pv9+Pp556Cps2bYLL5Ypquy+//DIOHToEABgwYAD+/u//Hl/5ylcwZMgQeZtAIIDt27djy5YtuHz5Mq5evYqf/vSneOGFF6y/OEREREREMZTIWaVERIkqnrPORd9cLhdqa2tRWFjYbxufz4dNmzYBABYsWID6+noAQFlZWVw+JyKyHzPnLWpra8PevXsBAIMGDcL3v//9oMA80Jchvm7dOjkzvKOjAy+//HJE+z18+DBaW1vl6/fff3+/ADoAjB07Fo8//ri878OHD+Ptt9+OertvvPGGfPlv/uZv8PWvfz0oMA/0zTj44he/iO9+97vybceOHcOxY8d02yUiIiIiikfJllWaSCRJQm1tLV97ohQkss7NBrKjGcwXfQsEAqirq4Pf7++3jd/vR319Perr6zXvJ6Lkx+C8Ra+99pp8+eabb8aUKVM0txs6dCgqKirk67///e/R29sb9n537NghX546dSqWLFmiu216ejpWrVolX3/llVei2m5nZyfOnj0rX1fWddOyYMGCoMD9qVOnDLcnIiIiIopXDQ0NDBJHGQdGiMgso2B+PGbhx2OfiMhejgbnjUqp2LF9tHV1dQXVj1++fLnh9osXL8awYcMA9GXPf/DBB2HvW1mLff78+SG3Vy5Ce/DgwaBgudPtdnV1BV0fPny4YZsDBw5Eenq6fD0QCITsBxERERFRPGpsbGSQmIgoAagD31az8CORmZmJyspK3UVpAZZLI0oVjtScF0H2hx9+GAMHDjT9OKvbK/dXV1dn+XFW7d+/H93d3QD6MuPz8vIMt09LS0N+fj527doFANizZw/mzp0b1r6V05vGjBkTcnu32420tDS5v3v27NEcTHCi3ZEjR2Lw4MH47LPPAADHjx/HxIkTddv0+/24cOGCfF1dJoiIiIiIiIiIkkusg8/KhVjVwu2b2cdlZmZi1apVaG9vN2xLzAqK1qABEUWfY5nzgUAA586dw9mzZw3/Wd0+VDtOEoumAsDkyZNNDSRMmzZNvnzixImw9x1ONrnyMcePH49au4MGDQrKwv/lL3+JK1eu6Lb3i1/8AteuXQMAzJ071zCQT0REREREZBVLQxDFn4MHD6Kurg4HDx6MdVf6MVMuS2u9C6PHZWVloaysTL5sFmdkGeP5nRKdI5nzQPRK1ESzBIoyOG8myxwArrvuOs3HWzVy5Ej58WYGI3w+H3p6euTregMDTrX7jW98A7t27UJXVxeOHDmC++67D1//+tdRUFAAj8eDCxcu4NixY/jv//5v7Nu3DwCQnZ2NqqqqkH1QO3/+vOXHhMKTOhERERFR8jDKkCWi2BAz+RN1IVQRiF+6dKmpGILb7UZFRQWamprgdruj0MPUwPM7JTpHgvPJWjO8o6NDvmx2lFN5wr106VLY+87NzcXevXsBAO+99x7uvPNOw+3b2tqCruvt26l2s7Oz8fTTT2P9+vWQJAmnT5/G5s2bNbcdPnw4li1bhm9+85tBtefNWrt2reXHhPLqq6/a3iYRERERERERxT+fzxf0PxGRU2wPzj/55JN2Nxk3lKVZBg8ebOoxyu2MSruEcuONN+K3v/0tAODo0aPYvn07lixZorltZ2cnfv3rXwfdpl6k1el2gb7a8bW1tfjf//1f/OIXv9B9/vPmzcOyZcvCCswTEREREREREdnJqax+lmAhIjXbg/Nz5syxu8m4IRY4BfrqqpuRlpYmX7569WrY+54zZw4KCgqwf/9+AMDzzz+P3t5eLFu2LGi7s2fPoqamBp988knQ7cq+R6NdALhw4QJefPFFvP322+jp6YHb7UZBQQEyMzPR2dmJAwcO4OzZs9i+fTu2b9+OL33pS/jnf/5ny4sCb9y4EaNGjbL0GCIiIiIiIiJKfKEWYY2ngHi4JViYwU+UvByrOZ+MlFnwyrrrRrq7u+XLQ4YMiWj/a9euxQMPPICLFy/i6tWr2LhxI7Zt24b8/HwMGTIEp0+fxr59+9DT04MBAwZg3rx5chmaYcOGRbXdjz/+GNXV1Th37hzS0tJw77334tZbbw0KvAcCAezYsQM/+9nPcPnyZbz++usYMGAA7r33Xkuvy6hRo+LiS5aIiIiIiIgoGcVTgFstVO13ERA/cOAAqqursXbtWuTn51tq3yj4Hw2JWpefiEIbEOsOJJKhQ4fKl40yxpWU2ykfH46xY8fi2WefxdSpU+XbTp8+jbfeeguvv/469uzZg56eHgwbNgxr1qxBXl6evN3w4cOj1m5vby82bNiAc+fOAQC+853voKysrF9GvMvlwpIlS/Doo4/KtzU1NeHDDz+08KoQERERERERkZNEgDvegvMicG7GkSNH8P777+PIkSOW91FXVwdJksLpomVerzfuXmcicg4z5y3IzMyUL5sdtVROPcrIyIi4DxMmTMDmzZvxzjvv4J133sHBgwfh9/sxcOBAjBkzBsXFxSgrK8OYMWOwadMm+XGjR4+OWrutra346KOPAACTJk1CaWmp4b7nzp2L66+/Hrt27QIAvPHGG5g+fbrp14SIiIiIKNY8Hg+8Xi8aGxtj3RUiopQhSVLcn3eNZh14PB5UVFQAAHJyclBZWSln6CsHAzo6OqLWXyKKLgbnLZg0aZJ8+ezZs6Ye8+mnn2o+PhIDBgzAkiVLdBduFQ4ePChfVma7O93ue++9J182uwZBYWGhHJxXtk9ERERElAg8Hg/Ky8vjPkiUjOK53AYRpQ6tLH4z9fDXrFkjX9crt9Pc3IzS0lKe54iSEMvaWKAMrn/00Ufo7e0N+ZjDhw/Ll7Ozsx3pl5bz58/j1KlT8vWCgoKotSvK2QDBsw2MjBgxQr7c2dkZQQ+JiIiIiGKDQeLYiNdyG0SUWrSy+O0qidPW1ha1sjqpSJIk1NbW8jWmmGBw3oKCggKkpaUBAK5cuRIyw7u7uxsHDhyQrxcWFjraP6W33noL165dA9A3qGAmc96udpUL35qdenXx4kX5slF9fCIiIiKieMUgMRERmWEmGOzxeFBUVBTFXqWuaK8rQKTE4LwFw4YNw9y5c+Xrb775puH2ra2t6OrqAtBXb3727NmO9k+4fPly0GhtWVlZVNu97rrr5Mt/+ctfTLW9Z88e+fL48ePD7CERERERERERJYKsrKyg/+OBCJpHUuM91IKuYh+hgsEejyfkGn5ElPgYnLfoy1/+snz5jTfekBc+Vbty5Qrq6+vl6ytWrMDAgQMd719vby82b94sL1ibnZ1tS3DeSrvKAYyTJ0+iubnZsO3du3fL9eYBYN68eRH3l4iIiIiIiIjiV15eHiorK22b6W8HkUEtGA0c6JUy06svr9yH2fVJzJYKJqLExeC8RcXFxZg1axYAoKenB+vXr8exY8eCtrl48SKefPJJnD59GkDfybS8vFy3zTfeeAO33Xab/E/P+++/j23btuHMmTOa9584cQI/+MEP8O677wIA0tLSUFVVJZfiiVa7xcXFmDhxonz9Zz/7GZqamvrV6A8EAti+fTueeuop+TaPx4MvfvGLhv0lIiIiIiIiosQW7VJgIhveKCve5/MFXXe73brb2tF/9f6IKPUMinUHEtGDDz6ItWvX4vz58zh79iyqqqowe/ZsjB07FhcvXsSuXbtw9epVAMDAgQPxyCOPICMjI+L9Xrp0CS+99BJeeuklTJo0CZMnT0ZmZiY6Oztx/PjxoEGCtLQ0PPbYY7orfTvZ7sCBA7FmzRo89thjuHr1Kj777DNs2bIFv/zlLzFjxgyMGDECnZ2daG9vx9mzZ4PafvDBB0MOJhARERERERFRapMkCQ0NDaa3FbP6jYLzoloAADkr3sk65Mr9EVFqYnA+DB6PBz/60Y9QU1ODI0eO4Nq1a0E104WRI0eiqqoqqMyLXU6ePImTJ09q3pebm4tvf/vbyM3NjVm7+fn52LBhA5577jmcOnUKAHD+/Hm0trZqbj927Fg88MADmDlzpuU+ExEREREREVFqsVIeRpIktLW1mW47MzMTq1atkh/rlEhq2xNRcmBwPkzZ2dmoqanB9u3b8fbbb+P48ePw+/3IyMjA2LFjsXDhQixfvhwjR460bZ/FxcWorq7Gnj17cODAAfh8Ply4cAGDBw/GqFGjkJeXh8WLF2P+/PmW6ts71e706dPxs5/9DH/605/w7rvv4tChQzh//jy6urowdOhQZGVlITc3FzfccAMWL16MQYPCOxyrq6tNPXbLli1htU9ERERERERE8SvUIqzxKlRwPp4WyyUiZzA4H4G0tDSUlpZGvHr28uXLsXz58pDbDRs2DAsXLsTChQsj2l+02gX6StwsWrQIixYtsr1tIiIiIiIiIqJQi7AqKdfIM0Nv4ddoMKp5T0TJgcF5SngbNmxIyBFyIiIiIiIiIoqM1az5KVOmWGpfLPwabVZq6hNR4hoQ6w4QERERERERERGFw0rWfLT5fL6g/60QNfWtDiYQUWJhcJ6IiIiIiIiIiCgCTpW/OXbsWMLW1Cei0FjWhoiIiIiIiIiIKAJOlr+J59kBySCW6woQMXOeiIiIiIiIiIjo/+vo6EBtbS0kSYqoHb/fH/S/WmZmpql2RFkcSZJs6RcFEwMrDM5TLDA4T0REREREREREKS8rK0u+XFdX50gQ3OPxoKSkBID54LwI7kuS5Fi/iCg2bC1r8/zzz9vZnGkulwv33XdfTPZNREREREREREThkyQJDQ0NMS/f4na7ARgHzSPtq8fjQWlpKVpaWsLuJxElD1uD82+++SZcLpedTYYUCAQYnCciIiIiIiIiSlAiI3zp0qWOBufDXVhVGZC3o68iQ1+ZqU9EqSmmZW0CgUDQP7u3JyIiIiIiIiKi5GNlEU+xbai64mI7ddBcWU5G1H8X/4dDZOiL/4koddkenFcH0I3+AX0lacS/UNsrtxX7IiIiIiIiIiKi1GJlEU+z24rt9ILmPp8PL7/8MgD9RV7NUA4scJFXotRma1mbf/u3fzO97f79+1FbW4vLly8jEAhg5MiRuOmmmzB9+nRMnDgR6enpAIDOzk6cOnUKH374IXbs2IELFy7A5XIhIyMD3/rWtzBz5kw7nwIRERERERERESWIaNar9/v9ttSKF4MAANDe3h6Vkj5EFJ9sDc6PGTPG1HbvvvsufvKTn6CnpweDBw9GRUUFbrvtNgwcOFBz++nTp6OkpAT33HMPXnnlFWzbtg2XL1/GT37yEzz00ENYuHChnU+DEkx1dTUGDQp9KG/ZsiUKvSEiIiIiIiKiaHGyXr3P50NtbS0KCwttbZeISIh6zflTp06hpqYG3d3dGDp0KNavX4+vfOUruoF5pYEDB8Lr9WL9+vUYOnQoenp6UFNTgxMnTkSh50REREREREREFE/sqAGvx+/3o66uTrOETUdHh6PlaDweD0pKShxpm4jih62Z82Zs27YNn332GVwuF+68804UFBRYbqOgoADf/OY3UVtbi56eHmzbtg2PPPKIA72lRLBhwwZO/SIiIiIiIiJKQSJwHkkN+HB0dHSEzNgXC8uqF5g1w+PxYOXKlWhpaQnr8USUGKKaOX/58mW8++67AID09HTceuutYbf1pS99Cenp6QgEAvi///s/XL582a5uEhERERERERFRihJZ+B0dHRG1IxaW1Vtg1unHE1H8i2pwfv/+/eju7obL5cL06dNN1QnXM2jQIOTn5wMAenp6sG/fPru6SUREREREREREKUpk4RsF53fu3BmyHY/Hg8rKSs72JyJdUS1rc+7cOfnyiBEjIm4vMzNTs20iIiIiIiIiIiI7KYP1bW1tAIxr3Xs8HqxevTrs/TG4T5T8ohqcv3jxoublcClPipcuXYq4PSIiIiIiIiIiShwiNhRpCRolUeNdmRSqtw8na92rg/sM1hMln6gG50eOHAkACAQCOHjwIHp7ezFw4MCw2urp6cGHH34oX7cjE5+IiIiIiIiIiKIrkqCzE8F5UeNdHZyPtUgz8Yko/kS15vyECRMAAC6XC5cvX8Ybb7wRdltvvvlm0CKwom0iIiIiIiIiIkocIugcrxnhWVlZqKyshMvlirgtSZJQW1sLSZLCup+IkktUg/MzZ86UM9wDgQBefPFFHDp0yHI7hw4dwosvviifFEeMGIGZM2fa2lciIiIiIiIiIiK3243Vq1cjEAgAAAoKCsJuS5Ik1NXVGQbnje4nouQS1eD8gAED8Nd//dcIBAJwuVzo7OzEY489hv/5n/+RT3BGAoEAXnvtNaxbtw5dXV1yO1/+8pcxYEBUnwoREREREREREaUQUeamuLjY8mMlScKmTZtQX18fdDvryBOltqjWnAeAr371q/jDH/6Ajz/+GC6XC11dXaitrcWvfvUr3HTTTcjPz8eECROQnp4OAOjs7MTHH3+MAwcOYMeOHfD7/XJQHgAmTpyIr33ta9F+GkREREREREREFGMiPmRHyZlQRHB++PDhlh8rSVK/wDzAOvJEqS7qwfm0tDSsX78e1dXVOHPmDFwuFwKBAHw+H373u9/hd7/7ne5jRXa9eMzYsWOxfv16DBoU9adBREREREREREQxJmJFZioyWCVqzTOrnYicEpNaMNdddx2eeeYZzJ8/X86CFyOcgUBA8x+AoG3mz5+PZ555hidIIiIiIiIiIqIUJbLZxf92ErXmjWJPWVlZhm2IBV59Pl/Q7errRJSaYpZy7na78cMf/hCtra145ZVXsG/fPsPtRYB+5syZuP3227Fo0aJodJMSQHV1tanZE1u2bIlCb4iIiIiIiIgoWpwMzvt8PtTW1qK8vFw3QO92uw3bEAu8Pvzww0G3+/3+/8fenUdVdd77H/8c4CgoCOgR0IhDAkGcE2vUKMGoHczQJqVNhwxNBxZtkpYkJvWGGJubRDKIxqzc0Gto2t420bSpVZNmulfjgJramESJA4oYBSODRzgMAgq4f3/wO7sQmTlnH9D3a62sPPuw9/N8cbF0rc9++D4eqxNA3+XzfjDXXnutrr32WpWWlurAgQPKy8uTy+VSdXW1JCk4OFhhYWGKjY3VuHHjFBER4eOKAQAAAAAAcLFyH9IqSVlZWUpMTOxx54aqqipPlAbgIuPzcN4tIiJCERERmjNnjq9LQR+Tnp5OeyMAAAAAAOAR7kNac3NzW/16SEiIbr31Vq1bt87iygBcbHzScx4AAAAAAADoDdx94Z1OZ7v3ufvLR0dHKykpyYrSWuhsnQD6DsJ5AAAAAAAA9EnuwLyjg1nb4+4L31Ho7e4vHx4ebra+sfI3+TtbJ4C+g3AeAAAAAAAAfVLzwNxK7tY33Q3nq6qq2AUPoHf0nG9oaFBubq7279+v4uJiVVVVqba2VpK0dOlSH1cHAAAAAACAS52nd8u3dtisL3bkA/Adn4bzdXV12rBhg/7xj3+osrKyxdcMw5DNZmv1ua1bt+rPf/6zpKZDOFasWNHmvQAAAAAAAEBPuXfLe0JISIjX1wDQ+/msrc3nn3+u+++/X6tXr1ZFRYUMw+j0s9dcc42qqqpUWlqqo0eP6tNPP/VipQAAAAAAAOjN1q5d26tbxLjD+GuvvdbHlQDoTXwSzhcUFOiRRx5RUVFRix3yhmF0KqQPCgrSrFmzzOudO3d6rVYAAAAAAAD0Tg6HQ7feeqvWrVvXJ8L5BQsW+LgSAL2J5eH8uXPn9MQTT6impsb8bNSoUfrVr36lrKwsZWZmdiqgnzFjhjnOycnxSq0AAAAAAADwHqfT2aODUR0Oh5KSkjxcFQBYw/Ke82+99ZZKS0vN3fI333yzfvrTn8rPr+k9QWlpaafmmThxomw2mwzDUElJiVw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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There's a long term trend in this dataset, which we can remove with a simple smoothing filter. You can use the `lc.flatten()` method to apply and divide the [Savitzky-Golay smoothing filter](https://en.wikipedia.org/wiki/Savitzky%E2%80%93Golay_filter). Here we'll use a `window_length` of 1001 cadences, which is roughly a 5% of the full length of the light curve. " ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(18104,)\n" ] } ], "source": [ "# Number of cadences in the full light curve\n", "print(lc.time.shape)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "flat_lc = lc.flatten(window_length=1001)\n", "flat_lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The light curve looks much flatter. Unfortunately there is a portion of the light curve that is very noisy, due to a jitter in the TESS spacecraft. We can remove this simply by masking the light curve. First we'll select the times that had the jitter." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "# Flag the times that are good quality\n", "mask = (flat_lc.time < 1346) | (flat_lc.time > 1350)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we can just clip those times out." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 766 } }, "output_type": "display_data" } ], "source": [ "masked_lc = flat_lc[mask]\n", "masked_lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can use *Lightkurve* to plot these two light curves over each other to see the difference. " ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "# First define the `matplotlib.pyplot.axes`\n", "ax = flat_lc.errorbar()\n", "\n", "# Pass that axis to the next plot\n", "masked_lc.errorbar(ax=ax, label='masked');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This looks much better. Now we might want to clip out some outliers from the light curve. We can do that with a simple lightkurve function `remove_outliers()`" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 776 } }, "output_type": "display_data" } ], "source": [ "clipped_lc = masked_lc.remove_outliers(sigma=6)\n", "clipped_lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's a little hard to see these data because of the plotting style. Let's use a scatter plot instead. We can do this with the `lc.scatter()` method. This method works in the same way that `matplotlib.pyplot.scatter` works, and takes in the same keyword arguments." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 369, "width": 766 } }, "output_type": "display_data" } ], "source": [ "clipped_lc.scatter(s=0.1);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also add errorbars using the `lc.errorbar()` method." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 369, "width": 766 } }, "output_type": "display_data" } ], "source": [ "ax = clipped_lc.scatter(s=0.1)\n", "clipped_lc.errorbar(ax=ax, alpha=0.2); # alpha determines the transparency" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally let's use `lightkurve` to fold the data at the exoplanet orbital period and see if we can see the transit." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 776 } }, "output_type": "display_data" } ], "source": [ "folded_lc = clipped_lc.fold(period=6.27, t0=1325.504)\n", "folded_lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like there's something there, but it's hard to see. Let's bin the light curve to reduce the number of points, but also reduce the uncertainty of those points." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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cv9lsNh566KH46U9/GhERQ4YMiT/7sz+Lj33sY/3cKxhYijEO+3oMLdbfACgXSY1fx1A4e0ked6EcmRYJgDO68847Y/HixbF///7Yu3dvLFq0KGbNmhUTJ06M1tbWWL9+fRw5ciQifvWtqpqamoSrBiKSG79PP/10rFmzJvd40qRJ8cYbb8Qbb7xxxm1HjRoVCxYs6HcNkBZJHkcdw6F/khhDjqHQP459UDrCBQDOKJPJxDe+8Y1oaGiIrVu3xrFjx3Jzv/Y0evToWLRoUcyZMyeBKoFTSWr8Hjhw4ITHu3btil27dvVp2wkTJvhghEElyeOoYzj0TxJjyDEU+sexD0pHuABAn0yZMiUaGhrixRdfjOeffz527NgRLS0tUVNTExMnToy5c+fG/PnzY/To0UmXCvwHxi8kL8lx6G8A9I8xBAOPcQulUZHNZrNJFwEAAAAAAAwcbugMAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkRbgAAAAAAADkpSrpAgAAAAaC9957L77yla/kHs+bNy+++tWvJlgRAAAkR7gAAAAMGl/+8pdj7969va4zZMiQGDFiRIwcOTKmTJkSF154YXziE5+IadOmlaZIAAAYBIQLAABAWTl27FgcPHgwDh48GO+9916sW7cuHn/88Zg5c2bcfvvtMWXKlKRLBACA1HPPBQAAgIh4/fXX44477oj/9//+X9KlAABA6rlyAQAAGLS+9rWvxUUXXXTCc8eOHYu2trbYsmVLrFmzJt5+++3c744ePRoNDQ3xV3/1V3HhhReWulwAABgwXLkAAAAMWmPGjImJEyee8HPuuefGRz7ykfjMZz4TDQ0NsXDhwqioqMhtc/To0Xj00UcTrBoAANJPuAAAAJS16667Lm644YYTnnvjjTdiy5YtCVUEAADpJ1wAAADK3n/5L/8lqqpOnDX21VdfTagaAABIP/dcAAAAyt6oUaPiggsuiLfeeiv33M6dO/Nu5913341///d/j6ampjh27Ficc845ccEFF8S0adP6VV9bW1vs2LEjdu/eHW1tbXH06NEYMWJEjBo1Kj784Q/HlClTTpja6WwcPHgwtm7dGrt27YpDhw5FR0dHDB06NEaOHBkTJkyIKVOmxLhx4866/a6urti0aVPs2bMnDhw4EB0dHTF69OiYOHFizJgxI4YOHdqv+gEAKC3hAgAAQERkMpkTHre2tvZ525///Ofxv//3/z7h5tA9TZo0KRYsWBBXXXVVn9t8++2346WXXor169fH9u3bI5vNnnbdUaNGxbXXXhs33HBDjBkzps99RERs3Lgx/s//+T+xYcOGOHbsWK/rjhs3Ln7jN34jrrvuujjvvPP61P7OnTvjiSeeiFdeeSUOHTp0ynWGDh0aH/vYx2LBggUxefLkvOoHACAZwgUAAICIXj+8P52urq549NFH45/+6f+3d/8xUddxHMdfx4H8OPkx1gAZIjDlR2IJUQsdwwjcZMtq5Qj7r7YoW3+lf9hwq2bQbLXaKjI2V2nqGLrKzI0cC2SYTolwxI/SQRg/FQLuIC7g+sP5necBdychrJ6Pv76fL+/Pj+PPe93n8/l2zrre3l69++67am1tdblAeib19fUqLS31eB2jo6M6duyYqqqqtGvXLqWlpbnt43A4VF5erhMnTng8z/Xr11VVVaWwsDC34cLU1JQOHDigb7/91m1oYbfbdebMGdXX1+u5557T1q1bPV4TAAAAFgfhAgAAAADoxhfntwoJCXHbp7y8XCdPnpQkmUwmxcXFKSoqSn5+furv79evv/6qqakpo/7kyZOKjY1Vfn7+nOPeHnT4+PgoOjpakZGRCgoKkslk0sjIiDo7OzU0NGTUjY6O6s0331RpaamSk5PnnKOiosIlWDCbzYqLi1NERIT8/f1lt9tltVp19epVDQ4Ouv1/3DQxMaG33nrL5d4KX19fxcfH65577pGfn5+GhobU3t6uiYkJSTcCifLyclmtVm3fvt3j+QAAAHD3ES4AAAAA+N+zWq367bffnN7FxMTM2efChQvG0UmbN29WYWGhy9FK169f14cffqgLFy4Y7z7//HPl5OQoICBgzvEtFoseeeQRPfjgg0pNTZ31ToLW1lYdPHhQTU1NkqTJyUnt27dP+/fvl5+f34x9bDabKioqjLaPj4+eeeYZPfbYY1q+fPmMfQYHB9XQ0KDq6mq3Oy8++eQTp2DBYrGosLBQeXl5CgoKcqqdmJjQd999p0OHDslut0uSjh49qsTERGVkZMw5DwAAABaPz2IvAAAAAAAWW2VlpSYnJ53euTta6Gaw8NJLL+mVV15xCRakG3cUFBcXa/Xq1ca7sbEx1dbWzjl2amqqPvvsMxUVFSk9PX3Oy46Tk5O1d+9e5ebmGu8GBgZUU1Mza5+Ghgbji3xJKigoUGFh4azBgiSFh4crNzdXJSUl2rZt26x1dXV1On36tNGOiIjQBx98oMcff9wlWJAkf39/Pfnkk9q7d6/xOR0Ohz799FO3xykBAABg8RAuAAAAAPhfO3XqlI4fP+70LiUlxSkQmE12drbbI47MZrPLET83dxnMJjQ01O3OhluZTCYVFRUpLCzMeDdXuDAwMODU3rhxo8dzSTcCgZk4HA4dPXrUaJvNZhUXFysyMtLtmCkpKXr22WeNdk9Pj3788Uev1gUAAIC7h2ORAAAAAPxnDQ0Nqa+vz+nd9PS0rFarLl++rOrqarW0tDj93c/PT88//7xH4xcUFHhUl5aWJl9fX2N3xJUrVzzq542AgAClp6erurpaktTW1qbp6Wn5+Lj/Tdmff/6pVatWzXsNTU1N6uzsNNrZ2dluL36+VX5+vr788ktjV8W5c+e0YcOGea8LAAAA/z7CBQAAAAD/We+8845X9X5+fnr11VeVlJTktjYqKkorV670aFxfX1+tWLFCXV1dkm58mX+n7Ha7xsfHNTEx4XLx863HDo2Pj+vatWuKiIhwGeP2+yQOHjyoxMREBQYG3vG6JKmxsdGpnZWV5VX/gIAArVmzRs3NzZKkX375ZV7rAQAAwMIhXAAAAAAA3TiW5+WXX/b4F/yeBgs33XqfwdjYmMf92traVFdXp7a2Nv3++++y2Wwe952t9r777lNYWJgRcrS1tamoqEh5eXnKzMxUQkKCRzsebnd7GBAcHOyyc8SdWwOS/v5+j3dfAAAA4O4iXAAAAADwv+Lj46PAwEBZLBbFxMRozZo12rBhgxISErwaZ67Lj2diNpuN56mpKbf1nZ2dKisrM37FfydmCxcCAgK0Y8cOvf3228alyUNDQ6qoqFBFRYUsFouSk5OVnJystWvXKikpac5LpW+6du2aU3vnzp13vHbpxhFWNptNwcHB8xoHAAAA/z7CBQAAAAD/WSUlJVq3bt2CjG0ymRZkXElqbm7WG2+8ofHx8XmNc/uxSbfKzMzU66+/rrKyMvX09Dj9zWaz6eLFi7p48aIkKTAwUA899JC2bt2qxMTEWcccHR2d13pnMj4+TrgAAACwBBEuAAAAAMASMjY2pn379jkFCxaLRVlZWVq3bp1iYmIUHh6ugIAALVu2zOnIoMOHD+vIkSMez5WWlqaysjKdP39edXV1ampqmvE+iPHxcdXU1Kimpka5ubl68cUX5e/v71L3999/e/lp3ZsrIAEAAMDiIVwAAAAAgCXk1KlTGhwcNNpJSUnas2ePQkND3fb15i6Hm8xmszIzM5WZmSlJ6u7uVmtrq1paWtTY2Kje3l6n+tOnT8tms+m1115zGSskJMRY+7Jly1RZWbmgOzwAAACweAgXAAAAAGAJOXfunPFsMpm0c+dOj4IFSU6hxJ2Kjo5WdHS0cnJyJElXrlzRsWPHVFtba9ScPXtWjY2NWr9+vVPfsLAwYw12u10DAwOKiIiY95oAAACw9Pi4LwEAAAAA3C3d3d3Gc0xMjKKiojzu29ra+q+vJyEhQbt27VJ+fr7T+7Nnz7rUpqSkOLV/+umnf309AAAAWBoIFwAAAABgCbHZbMazxWLxuN/PP/+sgYGBhViSJCkvL8+p3dfX51KTnp7u1K6qqlqw9QAAAGBxES4AAAAAwBKyfPly47m7u1vT09Nu+0xOTuqLL75YyGXJbDY7tf38/FxqHnjgAa1YscJot7e36/vvv1/QdQEAAGBxEC4AAAAAwBISFxdnPI+MjLj99f/U1JQ++ugjtbe3ezzHDz/8oK6uLq/WVV1d7dReuXKlS43ZbNb27dud3n388ceqr6/3ai5JM14mDQAAgKWDC50BAAAAYAnJyspSY2Oj0d6/f7/sdru2bNnislugvb1dBw4cUHNzsyQpNDRUw8PDbueoq6vTe++9p9TUVG3cuFEZGRmKjIycsXZ4eFiVlZX6+uuvjXc+Pj7atGnTjPWbNm1SU1OTsWNhcnJSpaWlys7O1hNPPKHVq1fP2G9qakodHR06f/68zpw5o66uLpWUlHh15wQAAADuHsIFAAAAAFhCHn30UZ04cUIdHR2Sbnw5X15eriNHjigxMVEhISGy2Wzq7OxUf3+/0S81NVX33nuvKioqPJrH4XDo0qVLunTpkiQpODhYsbGxCgkJkb+/vyYmJtTX16eOjg6Xo5m2bdum2NjYWcfesWOHrFar06XPNTU1qqmpUWhoqOLj4xUcHCyTyaSxsTENDg7q6tWrstvtnv6bAAAAsMgIFwAAAABgCTGbzdqzZ4+Ki4vV09NjvLdarWpoaJixz/r167V792599dVXdzzv6OiosQNirrUVFBSosLBwzjpfX1/t3r1bx48f1+HDh51Cg+HhYaedGXON4e/v79niAQAAcNcRLgAAAADAEhMREaH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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 386, "width": 779 } }, "output_type": "display_data" } ], "source": [ "binned_lc = folded_lc.bin(binsize=10) # Average 10 points per bin\n", "binned_lc.errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now we can see the transit of Pi Men c! \n", "\n", "Note that you can actually do all these steps in just a few lines:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 386, "width": 779 } }, "output_type": "display_data" } ], "source": [ "lc = tpf.to_lightcurve(aperture_mask=aperture_mask).flatten(window_length=1001)\n", "lc = lc[(lc.time < 1346) | (lc.time > 1350)]\n", "lc.remove_outliers(sigma=6).fold(period=6.27, t0=1325.504).bin(binsize=10).errorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparing two apertures\n", "\n", "In the above tutorial we used our own aperture instead of the pipeline aperture. Let's compare the results from using these two different apertures." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# Use the default\n", "lc = tpf.to_lightcurve(aperture_mask=tpf.pipeline_mask).flatten(window_length=1001)\n", "lc = lc[(lc.time < 1346) | (lc.time > 1350)].remove_outliers(6).fold(period=6.27, t0=1325.504).bin(10)\n", "\n", "# Use a custom aperture\n", "custom_lc = tpf.to_lightcurve(aperture_mask=aperture_mask).flatten(window_length=1001)\n", "custom_lc = custom_lc[(custom_lc.time < 1346) | (custom_lc.time > 1350)].remove_outliers(6).fold(period=6.27, t0=1325.504).bin(10)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 386, "width": 790 } }, "output_type": "display_data" } ], "source": [ "ax = lc.errorbar(label='Default aperture')\n", "custom_lc.errorbar(ax=ax, label='Custom aperture');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The importance of using different aperture masks is clearly visible in the figure above. Note however that the data archive at MAST also contains lightcurve products which have more advanced systematics removal methods applied. We will explore those in a future tutorial!" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.9" } }, "nbformat": 4, "nbformat_minor": 2 }