{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "This notebook shows the absoluate wavelength calibrations of 3PAMIS. Link to [Figure 16](#figure-16).\n", "\n", "(The internal hyperlink only works on [GitHub Pages](https://yjzhu-solar.github.io/Eclipse2017/ipynb_html/abs_wvl_calib_chromo.html) or [nbviewer](https://nbviewer.org/github/yjzhu-solar/Eclipse2017/blob/master/ipynb/eclipse_calib/abs_wvl_calib_chromo.ipynb). Do not click when viewing the notebook on GitHub.)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from astropy.io import fits\n", "from glob import glob\n", "import os\n", "from astropy.visualization import ZScaleInterval, ImageNormalize, LogStretch, AsymmetricPercentileInterval\n", "import h5py \n", "from astropy.nddata import CCDData\n", "import astropy.constants as const\n", "from PIL import Image\n", "from datetime import datetime, timedelta\n", "from ccdproc import ImageFileCollection\n", "import pandas as pd\n", "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", "from matplotlib.ticker import AutoLocator, AutoMinorLocator, FixedLocator, FixedFormatter, LogLocator, StrMethodFormatter\n", "from matplotlib import patches\n", "from matplotlib.markers import MarkerStyle\n", "import cmcrameri.cm as cmcm\n", "import cmasher as cmr\n", "from scipy import ndimage\n", "from scipy.io import readsav\n", "import copy\n", "from juanfit import SpectrumFitSingle, SpectrumFitRow, gaussian" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "green_path = \"../../src/EclipseSpectra2017/MikesData_l1/Green/\"\n", "red_path = \"../../src/EclipseSpectra2017/MikesData_l1/Red/\"\n", "\n", "green_fname = \"TotalitySequenceGreen_22711(2)_l1.fit\"\n", "red_fname = \"TotalitySequenceRed_7715_l1.fit\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57986.740255 from DATE-OBS'. [astropy.wcs.wcs]\n" ] } ], "source": [ "green_frame = CCDData.read(os.path.join(green_path, green_fname),unit=\"adu\")\n", "red_frame = CCDData.read(os.path.join(red_path, red_fname),unit=\"adu\")\n", "green_image = green_frame.data/green_frame.header[\"EXPTIME\"]\n", "red_image = red_frame.data/red_frame.header[\"EXPTIME\"]\n", "green_wavelength = CCDData.read(os.path.join(green_path,green_fname),hdu=1,unit=\"angstrom\").data\n", "red_wavelength = CCDData.read(os.path.join(red_path,red_fname),hdu=1,unit=\"angstrom\").data\n", "green_xpixel_array = np.arange(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"])\n", "red_xpixel_array = np.arange(red_frame.header[\"XWS\"],red_frame.header[\"XWS\"]+red_frame.header[\"NAXIS1\"])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "norm_green = ImageNormalize(green_image,stretch=LogStretch())\n", "norm_red = ImageNormalize(red_image,stretch=LogStretch())" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "im_green = ax.pcolormesh(green_wavelength/68./10.,np.arange(green_frame.header[\"NAXIS2\"]) + green_frame.header[\"YWS\"],\n", " green_image,cmap=cmcm.lajolla,norm=norm_green,shading='auto',rasterized=True)\n", "\n", "ax_2 = ax.twiny()\n", "ax_2.set_xlim((green_frame.header[\"NAXIS1\"]-0.5,green_frame.header[\"XWS\"]-0.5))\n", "# ax.set_ylim(600,650)\n", "ax.tick_params(labelsize=15)\n", "ax_2.tick_params(labelsize=15)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "im_green = ax.pcolormesh(green_wavelength/68./10.,np.arange(green_frame.header[\"NAXIS2\"]) + green_frame.header[\"YWS\"],\n", " green_image,cmap=cmcm.lajolla,norm=norm_green,shading='auto',rasterized=True)\n", "\n", "ax_2 = ax.twiny()\n", "ax_2.set_xlim((green_frame.header[\"NAXIS1\"]-0.5,green_frame.header[\"XWS\"]-0.5))\n", "ax.set_ylim(600,650)\n", "ax.tick_params(labelsize=15)\n", "ax_2.tick_params(labelsize=15)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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qknmWqSQj9VnPMkFvt51ouUSSGbtkvudRUIdpNvWtNv+9fZq5m8QCP70GGbPJ2KenfzKG6bqS7OdkmVSyX0tGnS+ZTZ2ua50sF45hMofuBvNT6jocr2SxZI6vWu5+DEvcE8QVbAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAba2hzsp+uj5x5L82KXzBLeBNmU681yOdip65CfnXi8OVxsXUuNYVKDVVV9wbDjJXOmE9FYVFWLQpKjVdVRzZ83dsNrKskcmixTtXC+b6AH92PYuaG5yqklj1eSaZ3cE6Bq2f3a9uOVjuFS+5XOT3O4gg0AAANpsAEAYCANNgAADKTBBgCAgTTYAAAwkAYbAAAG0mADAMBAW5uDfXhOhuImyB+tyjJIe5jhmEgzUpMcx57mdC4X71ktyMFMM6aTkT9K8zMXOl7J+KXW/fm8+qtIjteSWcKxBbJVTyTn/2FLs2nnS8+TpDbW4Xy9VE1tepb7vuQdEnaDcY+PcbBMOhZPg7FPxiK15DGOs+mD8UjH8OmCvdfLdg1esQAA4PrQYAMAwEAabAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBtjYH+2hgFmKSQbpaMEv4cJNlCSfSeM8kPnMnXNkmSQZdMKc7jTpeKlo1rd1NMIjpWCTrSqXZr0tZciyWXFVq1efXbzqGSW0k61ry9SR1uOC6tn0M19dgXtv28UjrKbpvyZbeL8IVbAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAa6Ug52a+1eVT2oqv2qerv3/umpx+9Ov/aPVfV17/3j6bm9qnp/WuZuVX3Re//qqhv2bPN8dnWaW7itGYknku1LtSBjtirbxqMF17Xk8Ur1IHM3yQR9FuS+p9JxTzJcn22yZNVkDFNLZm6vlgpWr+3fr23fvvU1yH1fsp4SS45heg+HdZKrvuDxWvIeCanDgfdAucgSc8alDfbURH/Ye384/fzH1tqXU7P8L1X16+n/H7XWemvtpJH+rKp+23vfn5b7vLX2sPd+8NL2BgAAfmJXubTz+6r64NTPvz51Jfpv/z9dsa6qOpj+/+5Jcz3Zr+Or4AAAcGNd2GBPjfK93vt+a+1ea+3u6SvQZz7y8U9V9Whqqu9X1UH9RwdV9e6AbQYAgK112RXs+1W131r7TU2fpW6tfXL6F1prd1tr71fVuycfI6mqvar605m/6+uqevu8lbTWPpo+XrLcB30AAOAluKzB3qsfvqB40Hv/oo6b7N+c/ELvfX/60uPnrbXPTi17bjN9nt77R7331nv4rTgAANgSlzXY+1V1cOaLift1zkc9pib7Xmvtd3X8cZC9M7/yTj1/VRsAAG6UqzTYe+c8fjB9Jvtfz/n9X1XVl/X8Fey9qvo82EYAALg2Lozp670ftNYetdbunfpC4/2qeq+Or1I/OrPI/ar6ZFruy+lLkfunnvugruhw83wW4k3N92zh9iW5ykuuKz1et1ZJbnG2riS3NJVkqx5ujmYvkx7jZNTjfNRgsTTNOhnDNAd3SYcLjmEiTbNdBfu1THLuZMFxT/YrXdd6wW9ALXq8AtfhDnxLnv/JvQSWvL/HtrrKjWbeq6oPW2v36/jq9Aenovk+n77gWFX1D9NzJ033w6p6v7V2cqOZ92RgAwBw013aYE9N8blXnqcvPV603MfphgEAwHV0Hf4lBAAArg0NNgAADKTBBgCAgTTYAAAwkAYbAAAGukpM30/i6WY97O/arfmZtptFM0HDfO9kvxZcV6oHxz49Xsl4pGOxXmoI07EQW/o3h+Fyq+AYLznuyfZVZduYzjW7C2aQJ/uVjuG2a8G8dh2yjpc8xtt+LifHuKrqWc1/TU7XtVRNpds3hyvYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADLS1OdjPzslC3vQsH3GnzX8fse6baF2rBTNcE0tkP/5YSQ7mtmduVi039mmG6zo4v5aspyWzadO62Pbx2GTT2qIWy4uvm5mDneb0p7nl0bq2PC96yXsJxPW0/RHkkSXvufGyuYINAAADabABAGAgDTYAAAykwQYAgIE02AAAMJAGGwAABtJgAwDAQNcqBzt1FGZaRxbMpkwyd9N870SaCZ7s13XILb6JrsO438Ss85tsyeO1lG3PR08tmWd9U217rnpqyXtTbGuevSvYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADLS1OdiHm+fzmluYq5y8i1j3LOBzE2Q4rhbMSE3HMLEJx3DRMPFgXT3cr2Tsk9pdMPX9R7iZAbqrLd+vJWvjOly9WWo80rqItm+7S7Cqlq2NZAzT7Uvu/XC4YJh4Wu/X4Vyeqy/Qd93EcQMAgJ+MBhsAAAbSYAMAwEAabAAAGEiDDQAAA2mwAQBgIA02AAAMtLU52O/cfvUnXX+SZ12VZyQvZckc7JtqydzybbfkeZLn4M9f7jqc/8l4LJvhvmDm/paHP6fjnuzXgrHKtQoPcVIbS57/S9r22l3ath+vOVzBBgCAgTTYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYKCtzcH+H/f+m596EyKbIO+0L5iDudOy91RLvhPbBMssuX1HYaZtcpyT45XUYGq1YK76kvu1pPT8b0FebHq8lhz7dZ8/A6T7lc6Hcx1u1tFy6VyTWPJcTkZ9ye1Lzq3Ukud/askeJTFyLP6v+v+G/V2uYAMAwEAabAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADDQ1uZg/0//7d8/91gag7mzmr/g0TrLfVxv5i/Xwh3rQUZquq6d4K1YGuGaHK8lc3rTVQWlsahg2GNLjkVSu6kls3qTuWbJcU+2L5XMGVVZzS857o8P52eCf3+UZW4n25jOGa8GJ+Uru9mJfGsneT2JVrXouhJJz1CV9Q3pupJzOZl21y84tf73+X/VC7mCDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAbSYAMAwEBbm4P93/8Przz32PppmOG4M3+ZnTtZwOfmWbDMYbZfq9tB5uazMHQzWCwdwyX1+TGzcRB2C45XPwrWkw77lr/d7uF50m4F455FCVdLZtRwXT3M6k9sDucvs3plufM/GvfKzq9k3NN6SrYvfT1JprXktTV1641sgmq35i+zCXuN5DzZCc+TFgxHMhap6LW1KpoP2+35y/QX9Wqfzf+7XmTLX1IBAOB60WADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADKTBBgCAga6UHtpau1dVD6pqv6re7r1/eubxqqp/rKpPeu9fTM/tVdX70zJ3q+qL3vtXV92wW798Phty5zDMi0yyOsOI2WhVR+F+JdmvYUhylOO6YAx2nP0cLNc32cqS3PJoDMOx6ElGeriutjN/wTTrODmX0xzcSBpN34MxXDC3ON2vRJIJXJVmP89f2eZxmuE+f5kX5vteIqn5+JwMJuzV87fGuNpybwT3i/g+LN4g+zm5d0ZV1erO/GWSefd4ufnLpPct2ATZ75HXXv4qLj09pib6w977w+nnP7bWvpya5Qe994+nx/eq6v9trf16eu6zqvpt731/ev7z1trD3vvBS9oXAAD4yV3lrfjvq+qDUz//uvf+1UnjffLg1Dh/WVUPpmb77klzPdmvH652AwDAjXRhgz01yvd67/uttXuttbsnV6Cnq9QPzyxyt6oOqur+9N/TDqrq3R+9xQAAsMUuu4J9v6r2W2u/qemz1K21T06ePPm8dVVVa+1uVb1dVX+oqr2q+tOZv+vr6fnntNY+aq311tqCn9oDAIDxLmuw9+qHLygeTA313anhPuuTOv74yMH087nN9Hl67x/13ltPvrUDAABb5LIGe7+qDs58MXG/znzUo7X2u6r64FRKyEEdN+envVPPX9UGAIAb5SoN9t45jx+c/M90NftvEXzTlx+/rOevYO9V1efhdgIAwLVwYUxf7/2gtfaotXbv1NXp+1X1XlVVa+1BHV/hPmmu71bV/Sll5MvpS5H7p5b74Ow6XmT1+vO9f9uEH9EOMpx7mMW4ej3Jpg2zqY/mj0eaTZmMR5y5m2TTJhnTVbV5Mn9lq9vRqqKM1ORWUP1psJ6qarsL5XRXVUvGMDwnd/bmF2L/cxL8nuUx96QuqmoVnF+rO+F5EmSkR/VUWQZxOteswm2cK8mzrsrGYuetbJ92gpM5nmuCTOu2Cl8ng9rdOaf/uNK6gtfk1avRqqq9EuR7p3nswbpWr4X3iziMFputhXPhHFeJiX+vqj5srd2vql/V9FGQqZn+vKqq/cfQ+H+Y/vuwqt5vrZ3caOY9GdgAANx0lzbYU1P83JXn6cr0C98CTMt9/CO2DQAArp3wBrMAAMB5NNgAADCQBhsAAAbSYAMAwEAabAAAGOgqMX0/iXbelh2FuYpvzH8f0ddhXnSQuZm+zUm2Mc3crh5kiQb5w1VZVnc07lW188b88Vh/m61r95dBHvPTYF23w6zTIBN4k2xfZbnFPTxPNk/mB02nedGJdE3tVrBkeC+BnTfmH7Bo+6qqH80PPF+9mhZHsMjT+QulOf27QR0m2dlVWR77zi+Wu0aXZExXnX9PjctsvsvC6ZO86FhyvIJeqCobj3S+js7loD9ZgivYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADLS1OdjniTMmk7cRh9mqorzTMHO7reavK81jXb0a5LF+m2WJ7r4zvyzX366jdVUw9G03zNwMclyT7Nf0GLdb80+U1U6YuRvs1yo8/5N1Rfnjofh4BfPa5lm0quqb4Fx+kq0rydzePM7mms2TIN//zfkDnxyrqqx2d94O7z8Q5MUnmeBVVas7y92bIpnjV8ExTtcVLVMV9TVpNn0L7kGS3FehqsLLvvPX1YNzfy5XsAEAYCANNgAADKTBBgCAgTTYAAAwkAYbAAAG0mADAMBAGmwAABhoa3Owz88nzXILV68GuaVp5u6zJLc4e5/T7sxfJsk6raqqZBvTjOQk7zSNSA1yZm//p2Dgq+roz/NDiNOM5EQ/DGojyGKvqqpkVa+F+b7PgnzfHub7BnPN+pssw70FWcK1WnAODWsjOf+T7auqWr0+f5koIz0di8Pg9SSbniop+fQYB7HFtftW2K4E+xXNhVW189bt+es6ytZ19O/zb9aR1NPxgsEyaWnsBPfcCHLwl3htdQUbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADKTBBgCAgbY2B3v3l89v2ub7MMM50FqYkXgrWFeakdqDvNg3s0O++W5+Vu/OL7Lc4ijTMswtT95irr+dnz9aVbUKcouTTNCgLGKbb46i5ZIM5/VfsnUl2fSrO1k9JXNUu5VmiQf79dpy11SS+akqrPlgLKqqNt8uM9fEr13B4Ypyuiu7J0A6xyd5zGmGc1JP6/h4zX9t2KT3pgimjXSuabvzl0uWSe3cml+HSU8zlyvYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADLS1Odht9/nev63CvMggj7GvwzDh4C1LkglcVdWCbdw8zcawJXmsab5nMvZB1mlVlgua5rFWkDPbk9pNty85XGFefJLVm2Y499vBul4N832fzR/EHp6TSc2necxJ3vHm2yxndv04OF5vhNeKklMlWCau3WAuTPOHV6tgG9MI52TeDfO9k7z43b8LW6Pk9f9ouRz8JBO8KrtXRzqv9WDaaLeDnO7bL//6sivYAAAwkAYbAAAG0mADAMBAGmwAABhIgw0AAANpsAEAYCANNgAADLS1OdibJ+eEIQZZjFVZ9muS01lVtdqZ/55l8zjLi43yWNN836Mg3zfNwQ6P87Zrr9zA97NBtndV1eZJkAme5kUH9bT5LjwnEwvW+06Y79uDOWr1ejbX7OzNP0/izN2doA6DnPkkH70qnDPCcorys8P7RbRbwX69Eq2q+rNgG8P92n3z9uxl2q0wL/7gcP5CQXZ2VdUmGI/0fgzRPTeezV9mFd5/ZNY6XvoaAADgZ0SDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAba2hzstvN8JmfvYa7iOX/XpcuEWaL9MMiLDuN9o7zIIM+6qmrnjfn5nut1EE5ZFWWQprnlmySrO8xITdYV1WFQ71XhGIbr2rk1f5keZrgmx2v1Wpbh3HaDHPxgzqiqqnA+TCR5zO12dv0myYzehDnTyXFuSXZ2nBc9//yK84eT8z88xkntRjndVbUKtjE9tdbfz8+mjnK6q7K5N83cD+p3581wDg0y0jffL3jfghlcwQYAgIE02AAAMJAGGwAABtJgAwDAQBpsAAAYSIMNAAADabABAGCgrc3BPlcY4Zjkeya5r1VVdRRkpIYZrkleZJq5efhvj2cvk+aWtjvLve9LMtLT7Oe0fufqQQ0eLzh2Oy5cVZJ1HtZTcrzSzO0W5MzuvJpNw+vv5mfubr49itbVg5jZtpvOa/PHcLXknJG8NoQ52NFrQ3oPh2TeCAOjV8EYpvnecc58IDn/414j2a9wjk/y4ld3shzsaBtX8yeoNDt/DlewAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAbSYAMAwEAabAAAGOhKAayttXtV9aCq9qvq7d77p2ee+7CqPum9f3Hq8b2qen9a5m5VfdF7/+rKW3ZOnmRLYwtvB8uEWcJJtmKUxVxVFcRMputqr8zP6k3zvaO80zBntoJs5dXt7H1pFBkb1GG7s1Dg9o8RbGKcg50Icp+rqtbfzs+mTs/J/nT++dXDOXT1ynL5vklGepqRvHotyGM+CsY93L54XkskdRiekpugdtMM5yjfO31J/rvlbi2yXiDH+cTm+3BCXEjy2pDcR2SuS6vhpIHuvT+cfv5ja+3L3vtXrbUH06/dPWfRz6rqt733/Wm5z1trD3vvB4O2HQAAts5V3m79vqoenvr51ydN8skV69ban04vMF29vnvSXE/26/gq+KMfsb0AALDVLrxGPjXK93rv+621e621u1e8An2/qs7+3kFVvRtsIwAAXBuXfQjlflXtt9Z+U9NnqVtrn1zh792rqj+deezrqnr7vF9urX3UWuuttQU/cAYAAONd1mDv1Q9fUDyYPhJyd2q4L3NuM32e3vtHvffWe78G384CAIAXu6zB3q+qgzMfC9mvyz/qcVDHzflp79TzV7UBAOBGuUqDvXfO4weXLPdlPX8Fe6+qPr/KRgEAwHV1YYpI7/2gtfaotXbvVIb1/ap67wrLfTl9KXL/1HIfXHnLNs9/HLtHQcJVNT+atto5OdxXsXo1yFV9lu1Xso1tN8t+TJY7evYsWlcyHu12mO8dZL8mWedVFWVar16bH3aeniZRrnKYF78KMpI3T7JxX92Zv640wznJLV69EgTaV1V7fX7trh8fRetKcnDT+xYkmbbpHLp5Mn+/VneC47UO7wkQTGvR9lV4jMPXyX7O6/vlK4tWFWadZ/WUZKSfd8+Pq2jB/RhWYfZzuz2/pjZPsrlm9eqt2cv0w/m1uz7I+pM5rhLT915Vfdhau19Vv6qqD06a7VM3oLlfVR9MjfjH03IPq+r91trJjWbek4ENAMBNd2mDPTXF5155nhrtr6rq43OeOzjvcQAAuMle/r0iAQDgZ0SDDQAAA2mwAQBgIA02AAAMpMEGAICBrhLT95M4L/M2yUdNl9t583a0rh7knfbdLCN1/c38nMnVnTRLfP42tlvZ8dp5fX5Zrl7LjtfR14/nLxTm+yaZ1klG6irMVd0EAdrpMU4ybXd+kU1XrQW5ykmebVWt/xxkv74ZnpPBvBYMRVVl+f5xRnKQJR7n4Ce5wOHhSiS1u7qTnSdJDn56iS7KYw7uWVCVZlqHuerJGIbnZCTMwV5/N/9mIkmuemr916AXej3Li5+1jpe+BgAA+BnRYAMAwEAabAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBtjYHO87XPUeSq7r+y7NoXatX52crppm7q9vz3x/1wzDEdRUsF+WPVvUgP3fzZH5OZ1VVuxO8xwwywauqgpjpurX32uxlDr/+bv6KKquNpN6rqla35y+3/j47xuvv5x+vNHN7560gw/2VbAw3T+Znv26eZefkzpu35q/rcZAJHkqzn2szfzw2T+bn+0bzTFW13fnLHf35abSuJKe/P8vmwvPuc3GZluZgBxNv+jqZ5MVXGBed9DVpr5G8lu++ld2bIpk3Vq8EOf1hPc3hCjYAAAykwQYAgIE02AAAMJAGGwAABtJgAwDAQBpsAAAYSIMNAAADbXEO9vO9f5q5mWQk9iAftapq83h+qGWSZ1lV1W7Pz3GMs0STTOsgz7qqav3XID93lYWJ7r4zP6uzhznYq3Nq+jJHf/l+/nrSXOXgGKe5qpvg/Nr5xZ1oXbt78+vw6C9PonWt/xxkU7+S1W6Sg5/MhVVVm++SzO3wPAnymDdPszFswRQV3aMhnON3f/nm7GX64V+idSWvr+lc04Kc+c132b0pNt8G+5XkWVdVD/K9azfMYw7m0PV3y50n8f09wpqaK8mYn8sVbAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAba2hzsnddvPffYph1Gf1eS/bjzepbF2HuQd5rFRdbqdpAXG2Y4J9nPm++ydd3+T/PzjtNMy6ODp/PXlYSCVpaRXkEZpnnxSb5vP8zyfStY1+bb+ceqqqI89p4cq6pavTG/DtN6Ss7Jnb/LssQ3T+bnYK/SyzfJPQjCOTSpw+geCeExfvZvB/MXCu/hsHp1fjvQn2XnSd/Mfy2P7o9QVTt7z/cSl9k8yfZr82z+2O++kbVhyfmfZOdXVa3uzB/D9V+z+boFOdg7v3h19jJHf/pu9jJzuYINAAADabABAGAgDTYAAAykwQYAgIE02AAAMJAGGwAABtJgAwDAQFubg73+7vmczJ0gp7Mqy+pdfxPm4N5Z7j3L0cH8LNHVa9n2pbngifW38/er3cr2q+0EecxPwpzpYF0VlGGSZ11V1dfzz5P2SjbuUSZ46mj+fq3eDKfGYAxTfTP/OJ83r15pXUHmbpzvHdxLoO2G6woyo3uQdby6k23f6o1XZi+z/ibLH958Nz9neufN+fnIVVkdrt5Y7jUomqur6pX/7s3Zyxz91++jdVVQ8+m8e+uXfzd7maN/fxytq715e/Yyz/7LN7OX2f27+euZyxVsAAAYSIMNAAADabABAGAgDTYAAAykwQYAgIE02AAAMJAGGwAABtraHOydN5/P/+xPwgzXIJt29Xr23mMVZnUn2q356+qH87NOq6oO/8v8bNX2Spj9ejsY+1W4rteTHNdn0bqSbUzyfdd/zY7x7lvzc0Hbbpg/HizX11n+eA9yy5Pc5+MFg0XC7OydX2QZxIlNkE29+T4cw8Ctv38jWi6ZD9vu/Dzm1SvZsTr8en6+7613Xo/W9ezf5q/r6K/ZXJjM8el5snkyP/t5543seG2ezB+PdL9W0T0Isvn66M/zayOdnzZP5p+Tq9fmn5ObZy//XgyuYAMAwEAabAAAGEiDDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADDQ1uZgr//65LnHzsvGvoqdIH948zTLSNw8DjKIW5bhXEG+Z23CzM035r8Xi/KsK8sFTbKOq8I85sNsDJMc53Zrfm0kmaBVVf1o/val58nqVlBPt7L9Sipj802YJf73r81f1+MsSzjJ6l7dyab8ZO7tz56fw69i9XqQaft4fk5/VdX6m/n3Vth5Lbj/QJjh3oLXhsP/+m20ruREaTvha1dy34Js2o3mmmQuTJdLxzDJ927BWBwvOH+RHmTnp5L5evXGy29/XcEGAICBNNgAADCQBhsAAAbSYAMAwEAabAAAGEiDDQAAA2mwAQBgoK3NwT7P+pss6zTJmU6jqTfP5mc/rl7JVtZuB3mxYW5xS3JLQ0kOdpLTWRXm4P7iVrSudjs43Tbzc1WPDsLzJHm/fZRlnW42QR0+zmp35835x6u9lV172HwbjH2aJRxYf5tlbq+CuSbJcK+q6kFN9cMst3x1Z/5+Jfm+7Sis3V+8On+Z8MXr8N+/iZZLJBnu0etCVa3uBPN1uK4Kcqbbq9lcs3pl/n6tk/mpsvt77LyWvU6uv5v/mpzkqi/R07iCDQAAA2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAbSYAMAwEBXCuZtrd2rqgdVtV9Vb/feP50e36uq96fH71bVF733ry577io235+TkxnGFq5uz38f0XfTYOUwPzOQZFq3dL8CSZ5tVZhNG+SqVlW1IIO4r7N11bP5WaJR/ugbYf7oX+fnj67uZO/R226wXJgXneSqJnVRVdU3Qc2HU0ZS8y3MSF5/v1wdVjCGm2dZzvQmyFZfvTp/fkodHXw/f6Fwit9967XZy2yeZLnq6z/PX66Fc010fqXZ9IdB7QbnVlX22hDf4COQ3GOiqqLLvjtvzL/HRD8KX8dnuHSrpub6w977w+nnP7bWvpya5c+q6re99/3puc9baw977weXPAcAADfSVd4r/L6qPjj18697719NV6jvnjTQk/2qenDRcz9yewEAYKtdeAV7apTv9d73pyvZB6ea5vtVdXBmkYOqenf674uee3SVDfvl//rZVX4NAAC2ymVXsO9X1X5r7Tc1fZa6tfbJ9NxeVf3pzO9/XVVvX/Lcc1prH7XWemttuQ8wAwDAS3DZZ7D36ocvKB5U1RettQ+mhrvqBQ3zFZ77D3rvH1XVRyc/t9Z67325T+NzLagLXkRt8CJqgxdRG5xn1MXey65g79fxx0IOzjx28jGQvTO//04dX7m+6DkAALixrtJg753z+EFVfVnPX6Xeq6rPL3kOAABurAsb7OnK9aPpC44n7lfVP0/Pfdlau3vmuS8ueu6K2/W/XfH3+HlRF7yI2uBF1AYvojY4z5C6aL1f/FGTKUnkw6r616r6VVV93nv/4tRzL+VGMwAAcB1d2mADAABXF957FAAAOM/8G7j/SNPnuR/U8UdH3u69fzo9vlc+bvKz9aK6OPXch1X1ycnHk6bH90pd3HgXzBknj1dV/WOdqg+18fNwSW2cfAfoH6vq6977x9Nze6U2bryLXlNO/c6DqtrrvT+aft4rtXGjXTBn/K6O0+7+uY5DOt7tvX8wPbdXSV303hf7U1X3quqzUz//sY7vFFl1nDBy99Rzn9dx4V/4nD/X/88ldfFg+vPHqnpwZjl1ccP/XFIbvzv1+F5V/fkq84k/N+PPJbXxt1qYfu5q4+fz56LaOPXYXh1/t+z9M7WgNm7on8teT6Z5489V9dnp457WxdIfEfl9VX1w6udf996/mt4d3O0/3Ia96vidwoOLnnvZG8tizq2Lqqre+xf9+Krkf8hQVxc/Gy+aM07+VaOq/pZ49GWZM35OXjhvnP7/qR6qqg7Uxs/GRbVx4p/qVLKZ2vhZuKguDnrvb01/Hk6vKT+qLhZrsKeNvNd732+t3Wut3e0/3MDmfh1na592UMc3tLnoOa65S+riIurihruoNqZJ8eGZRe7WcQ2ojRvusnnjTDP1T1X1aHqBVBs33FVeU6aPhpyNDVYbN9hVe42T5049FNfFklew71fV/nSb9f2qutta+2R6bq+ev8vj13X8OZiLnuP6u6guLrJX6uKmu7A2+n/8PP7dOj72fyi18XNw6bzRWrvbWnu/jj9LefJmbK/Uxk13YW1MjdbemSuSVWrjprvKnHHy3L3W2n+eHt6rsC6WbLD36ocPhx9ML453px2qunhjFfjNtVcX18VF1MXNtldXr41P6vif+w6mn9XGzbZXl9RG732/H3+B6fPW2menllUbN9teXVwbD/r0pcZzqI2ba68uqIve+6e990fTc4+q6jfTv3RUhXWxZIO9X8efcTk489i7dXy5fe/M779Tx+8aLnqO6++iurjIQamLm+5KtTF9+/uD05+lK7Vx01153pia7HtTnRyU2rjpXlgb03c3XpT+cFBq4ya7cM44c8fyquM6uaw/vdCSMX379fxGVh1v/Jf1/DuEvTr+puZFz3H9XVQXF1EXN9+ltTFdfTgd6Xmv1MbPwQtrY6qBz3rvvzrz+7+qqk9Lbdx0F80bb1fV/dbayWMPqurt6ec/lNq4yS6bM/6lqt469fheHafMxK8ni13Bnt41PDrzLuF+Vf3zSQLAOR8s/+Ki517uFrOEi+riCsupixvsstqY/vnu4FRzfbeq7quNm++S2jioqrMfAbhfVZ+rjZvvkl7ji+mjAJ9O/7LxVR3Xxadq42a7pC6+qqr3zixyt6r+8GPqYtFbpU9fLviwjt8V/KqOC/vSG0MIf7/ZLqmLk1D4D+v4neTn3Q0jfjZeVBvTZPev5yzyD6eiP9XGDXbJvPGgfrjRzD9U1R/7FW5qxs1wUW2c+p3fTb+zX1X/R+/9kdq42a7YaxzU8ZzxyY/tQRdtsAEA4KZb+kYzAABwo2mwAQBgIA02AAAMpMEGAICBNNgAADCQBhsAAAbSYAMAwEAabAAAGEiDDQAAA/3/jAOtCQ2DC/0AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "im_green = ax.pcolormesh(np.arange(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"]),\n", " np.arange(green_frame.header[\"NAXIS2\"]) + green_frame.header[\"YWS\"],\n", " green_image,cmap=cmcm.lajolla,norm=norm_green,shading='auto',rasterized=True)\n", "\n", "\n", "ax.set_ylim(600,650)\n", "ax.set_xlim(600,650)\n", "# ax.axvline\n", "ax.tick_params(labelsize=15)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "Hbeta_wvl = 486.135\n", "HeI_D3_wvl = 587.5621\n", "Halpha_wvl = 656.279" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "ax.plot(green_xpixel_array,np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],:],axis=0))\n", "\n", "for x_pos_ in (324.98,641.55,944.36,1236.286):\n", " ax.axvline(x_pos_,color=\"red\")\n", "\n", "for x_pos_ in (359.27,738.342,1098.72,):\n", " ax.axvline(x_pos_,color=\"green\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Aei0tt0iJGfl+M0V6RcZ422EzHjbQKBCwAQD1mj/O4Fheh+im6tyiKR0dgUaCgA0AqNe8I4j08+MmIlLprI6rElLlKnH7uigAahkBGwBQr21JzFSnmKaKbBLs66Kc0thuLZRd6NKWpCxfFwVALSNgAwDqtS2JWRrgx81DvEbHecfDZrg+oKEjYAMA6q3MvGLtT8tTPz/u4OjVKjxUvdqEawXtsIEGj4ANAKi3tnpncPTz9tdeY7q10Jq9aSp0lfi6KABqUaMJ2IWuEmUXFPu6GAAAB/nzFOkVGduthQqK3dqwP8PXRQFQi/xvyqsastbqYHq+th/O1o7DWdp+OFvbD2drT0qumoUE6rvfTFSr8FBfFxMA4IAtiVlqH9VEMc1CfF2UShkV10IBRloen3qsTTaAhqfBBOy9Kbl6+MNN2pqUpZxC17H1HWOaqFebCJ3Tu7VmL92jZ/+3S3+9rL8PSwoAcMqWpEz1i/X/9tdekU2CNaB9pFbEp0jn9vR1cQDUkgYRsK21+v3Hm7XtUJauGtpevdtFqFfbcPVsE67moT/9iDmFLr29ar9+Pq6rurZs5sMSAwBqKqfQpT0pubp8cHtfF6VKxnRrqdlLEpRX5FLTkAbxMQygnNO2wTbGTDLGzC+3brJn/UNVXVcbvtx8SMvjU/XQ+b31l8v6a+rIThraKfq4cC1J907qoZCgAD3xzY7aLA4AoA5sS8qStaoXQ/SVNbZbC7ncVmv2pvu6KABqyWkDtrV2QdllY8zkMuszPAG6UuscL72k3EKX/vHlj+rbLkLXjex0yte2Dg/T7ePj9OXmQ/rhQEZtFMfv5BW5FH80R8XMHAaggdnsmSK9PgzRV9bwLtEKCQzQG8v3qsRtfV0cALWgOvemRkh6z/M4QdJQSS0que64sO6E5xfu1qHMAj133RAFBpjTvn7ahDi9vWqfHvnqR707bbSMOf02/i6vyKVtSVnal5qn/Wk/fe1LzVNKTqEkqU+7CD19zWD1ahvu49ICgDO+3JSkbq2aqXV4mK+LUiVNQ4L08AW99bcvtukPn2zRP6/o3yA+iwD8pDoBO6rccosqrDuOMWaGpD9XowySpISjOXp5SYKuGtpBwzrHVGqb5qFB+tU5PfSnT7dq4Y5knd27TXXf3i/kF5XokmeXKv5oriTJGCk2sok6xjTROb1bq1OLpmoWEqhn/7dblzy3VA+d10u3juuqgEr8MwIA/mr74Syt35+hP1zUx9dFqZbbzuiqtNxCPb8wXjHNgvXgeb19XSQADqpOwM6QVD7NVnbdcay1MyTNkCRjTJXuk1lr9ZfPtyksKFAPX9CrKptq6shOenXpHj369Q6d2bN1pWq+/dXj3+xQ/NFcPTZ5oIZ3jlb76CYKDQo84XUXD4rVbz/cpL9/+aMW7kjWE1MGqV1kEx+UGABq7p1V+xUSFKCrhnbwdVGq7YGf9VJabrGeXxiv6KYhun18nK+LBMAh1ZloZo1+qp2OkzS/Cuscs+DHZH2/86juO7dnlW8PBgcG6MHzemvHkWx9uP6gk8WqU6v3pOm/y/fo5jGddfXwjopr1bzCcC1JLZuH6uWbhuuRKwdo/b4MnffUYn2+MamOS4zK2puSq8SMfF8XA/BL+UUl+mhDoi7s31bR9WT864oYY/T3y/vrwgFt9fcvf9TcdfX38wjA8SozishkScPLdFqcKynO22nRWrugsuucKnRBcYn+8vlW9WzTXDeN6VytfVw4oK0GdYzSU/N3qqC4/k1Zm19UoofmblSH6CZ66PzK3Vo0xmjqyE766t7ximvVXL98Z4Pue3eDMvOZ4dJflLitXvo+Xuc+9b0m/ft7vbVqn6ylExQaJreVvtiUpIy8oipt98WmJGUXuDT1NB3b64PAAKOnrhmsM7q31MMfbtL8bUd8XSQADjD+8uHtbSJSmfI8vWCnnl6wS2/fMUpju7Ws9nuuTEjVtbNW6uHze+uuid2qvR9f+NsX2/TK0j16547RGtOt6rOBuUrcem7hbj37v91q0SxEXVo0U7HbreISt4pd9rjHQYFGQztFa1RcjEbHtVBcy2Z0yKkFB9PzdP/7G7V6T5rO79dWuUUuLdmVonN6t9a/rhpY4xlIC10lOpJZqKTMfAUFGA3vUrl+Cyj14qJ4Ld19VC9cP0yRTYJ9XZx6L33kOO1LzdXlU/6hiwe203PXDa30tle8sExZ+cVacP+ZtXotmvjaREnSolsW1dp7eOUWunTd7FX68VCW3rh1pF/O8uh2W323PVmbDmbonrO6Kyy44jumQH3ivYZYax29mPjdCPfr9qVpaKfok140D6Tl6cVF8bp4YLsahWtJGh3XQmf3bq0XFu3WtSM61ptbjWv2punVZXt005jO1QrXkhQUGKD7JvXUmT1b6ekFu1ToKlHz4CCFBAYoKNAoODDA82WUW1iilQmp+szTpKRVeKhGdY3RqLgWGhMXo26tmhO4a8Baq483JOrPn26VlfTElEG6amh7WSu9vmKvHvl6u85/erEevWqgJvU9fafc3ck5WrQjWQfS8pSUWaDDmQU6lJmvlJzjawlvP6Orfn9hHzq8VsInGxL16LztkqQ756zTa7eOOGlzLJxa/NEc/f2LbZp+OEthwYG6aEA7fbHpkG4fn6HBHaNOu/2Ph7K0wdO5sSFdd5qFBum/t4zQ1TNX6I7X1+qdaaPV30/G9y4oLtEnGxL18pKEYx3qNx3M1KybhvF3AJyE39Vgd374C3Vu0VSXD26vK4a0V5dyMy5Oe2OtluxK0f8eONORTno7Dmfrgv8s1q3juuoPF/et8f5qW35RiS58ZomKS9z65r4JahZaN/8jWWu1JyVXq/akaWVCqlYlpOlwVoEkqW1EmC4bHKvLh7RXn3anH4/WWqutSVn6ZEOi/rc9WeN7tNTvL+rj+IU6M79YR7ML1a2V/9a4Z+QV6f8+3qIvNx/SiC7RevLqweoY0/S41+w8kq373v1B2w5laerIjvrDRX1P+L3HH83Rl5sO6avNh7T9cLYkKTwsSLGRTdQ2MkyxUWFqF9lE7SJLv8/fdlivr9inSwfF6okpgxQSVJ3uGI3Dun3pmvrySg3pGKWrhnbQQx9u0uWDY/XUNYP99rzyR1kFxXr2u13677K9ahIcqG8++7PaRoQp79sFmvj4QsW1bK73pp9+6NQ/fbpF7645oNW/P0dRTWu3UqQua7C9DmXma/KLK1ToKtEn94xTh+imp9+olmTmFevNVfv032V7lZJTqH6xEZo2IU65hSX6/cebNalPa71w/TCuH6jXGk0N9uOTB+rjDYl65n+79J/vdmlopyhdMbSDLh7QThsPZujbbUf00Pm9HBsBo1fbcF01tIPeWLFPN4/tckK4ccLu5Gz986vt+uPFfWs8RfsT3+7QnpRcvX3HqDoL11LpCRjXqrniWjXX1JGdZK3VvtQ8rUxI1YIfj+iVpXs0c3GCercN1xVD2uvSwbEn/I4Opufp0x+S9MmGRO1KzlFwoNHgjlF6fcU+/XAwUy9eP1SxUTX/veYXlei/y/fopUXxyipwqWvLZrpkYDtdMihWPdr4zzjgS3el6Dcf/KC03CI9dH4vTZ/QrcIRbXq2Cdcn94zTk/N3aubieK2IT9WT1wxWZJNgfbXpkL4sE6pHdInWny/pq/P7tz3l38i47i3UNrKJHp23Xam5hXrphmEKD6ubZg8FxSUKDQqoF+H0YHqeps9Zq3aRYXrphmGKbhai5OwCPfHtTrWPbsLQapXgdlt9sO6AHv9mh1Jzi3T1sI564LxeavV9aef05qFBum9ST/3hky2av+2Iftav7Un3lVfk0sfrE3XRgHa1Hq59pV1kE71x20hd/MxS/fOrH/XC9cMc3b+rxK1pc9bpYHqe2kSEqV1kmNpGhKlNZOnjNhFhCg0K0NurDujdNfuVV1SiCT1bafqEOI3t1uLY322JtfrjJ1t077sb9OzUIQoKJGTDOdZavblyn9buS9e0CXHqF1u1uzkr4lP19ur96tG6ua4Y0r5Wst3p+F0Ntrc8SRn5+vSHJH284aB2HikNY02CA9Wieajm3Tfe0drOQ5n5mvj4IvVuF6HLBsVqSKco9YuNdOS/8pxCly57rnSc6lFdY2o0uc3avWmaMnOFbhjVWX+7vH+Ny+ak1JxCfbn5kD7ekKgN+zNkjDQmroWuGNJeLndpE4jVe9IklYbAy4e0P/YhOW/LYT3wwUaFBgXo2alDNLZ79Zr+FJe49cHag/rPdzt1JKtQZ/durYm9WumbrYe1Ij5Vbiv1ahOuSwa108UDY0+4O+JlrVVeUYlyC11qFR7qeBAsKC7Ro/O267/L9qp76+Z6+prBlb4VvCohVfe/v1FJmfny/ukO7xytiwa20wX926ltZNVG1Plo/UE9NHeTerYJ12s/H6HWEbU7Yce6fWma8tIKBQUGqE1EqNpGhKl1ROkHfOnjUPVvH6lurZrXajkqI6fQpckvLldiRr4+vnusurcu/efMWqvff7xZ76w+oH9eMUDXjar/He1qS16RS7e+tkYrE9I0rHO0ZlzSTwM6eM71iRNLvy9aJFeJW+c9vVhW0jf3TVDwScLa+2sP6KG5m/T+9DEa2bX2+xD4ogbb65nvdunJ+Tv13rTRGuVge+zXl+/Vnz/bqnHdWyinwKVDmQVKySlU+QklgwKMLh0UqzsmxJ30zuSrS/for19s0yWDYvX0NYPr9ZC38B+5hS797qPN+mxjkoIDjYpLrC4c0Fb3TeqpnqepJFu7N03//nanViSkKiIsSFkFLkmln5OXD2mviwee+M95bdVg+23A9irbnOD7nUf1l8v61bjtdUXeWb1fz363S0mZpc0eQoICNKB9pIZ2itLQTtEa0im6yuHFWqtfvfuDvtyUpKuHd9S7aw7o8ckDNWV4xyqXr6C4RBf8p+6bhlTH3pRcffJDoj7ekKh9qXmSpG6tmumKIe112eCK/5OMP5qjO+esU/zRHD18fm9NmxBX6WBrrdVXmw/r39/uUEJKroZ1jtbD5/c+7gM4ObtAX28+rC82JWnN3nRJ0sAOkereurmy8ouVkVesDM/3zPwiFZeUnodONwXYmpSp+979QbuSc3TL2C767QW9q9xRKKugWLOX7FFUk2BdMODUNdWV8f3Oo7rrzXWKaRai128dWavh9hdvr9finUc1dWQnHc4q0JGsAh3JKtThzALle0bzCQwwen/6GA3rHF1r5TidErfV9DnrtHBHsv57ywhN6NnquOddJW7d8cZafb/zqGbfPLzeT1hVGwpdJbr99bVatjtF/7xigK4Z0fH4v6MyAVuSFmw7otvfWKu/Xd5fN46ueHSoy59fppxCl+b/ekKd3AHxZcAuKC7R2U8sUnSzEH32izMcCa8pOYU6+4lFGtghSnNuG3nsGLpK3DqaU/p3eCSrQGm5xZrYq1Wl7ii+9H28/vX1dl01tIMenzyQPh2okd3JObrrzdIs8Juf9dL1o0rnLXl12V7lFrl06aBY3XtOD8WV+5z64UCGnpy/U4t3HlXL5qG6e2I3XTeqk1Jzi/TpD4n6eP1Pd87P6tVaVwxpr7N6t1ZYcGDjDdh17XBmgdbvT9f6felavz9dWxKzVFTiliRdNKCdnrxmUKVrz99YsVd/+nSrHjyvl+46s5uumbVCu5Nz9N1vJiqmih0q//7FNs1eukdv3z6q2jW8dc1aq00HMxUYYNQvNuK0H4i5hS49NHeTvtx8SOf3a6vHpww8ZbMFt9tqWXyKHpu3Q5sTM9WzTXM9eF5vTerT+pTvlZSRry83HdIXm5J0NLtQUU1DFNU0WFFNgxXZJMTzPViJ6fmas3Kf7pvUQ/dN6lnt4yCVBraXlyTo39/uUHTTED0xZdAJoc2XNh3M0K2vrVGJ2+qVW0ZoaCfnw21KTqHGPPKdbhzdRX+65Pj+DtZaZRe6lJSRr9tfXytJ+ure8Yqoo2Yr5T3y1Y+auThBf7m0n24e26XC1+QWunTtrJXanZyj96aP1sAOUXVaRn/mKnHrnrfX65utR05eqVAuYFtrjx3PRQ9OPOFvf1tSli58Zon+eHFf3XZG19r9AbxF9GHAlqTPNibpV+9s0GNXDdTVI6peMVPeQ3M36qP1iZp33/hjd2Sc4K1tnzqyo/5x+QBCNqrlq82H9OAHGxUaHKhnrh2iM3r8lHXSc4s0c3GCXl++V4WuEl05tIPuPaeHMvOL9dT8nfpue7JimoXozjPjdOPoLmoScnxOs9Zq26Esfbw+UZ9uLP3sbxUeqk/vGaf2nn4OBOw6Vugq0bakLM3fdkQvLIrX+B4tNfPGYWoacuoa5B8OZGjKS8s1vkcrzb5puAICjHYdydaFzyzRpYPa699XD6p0GbxNQ64f1Ul/v3xATX8kv2at1ewle/SvedvVpUVTzbxxmDrFNNO+1FztTs4p/Tpa+j3+aI4Kit1qH9VEvz63p64Y0t7RW5TWWj3wwSZ9uP6gnp06RJcMiq3WfsoOv3fhgLb6x+UD/HLEmn2pubrp1dU6klWg568bqnP6OFsr++KieD06b7sW3D/hlB/u6/al6+qZK3TJwHZ6+tohld6/dzSWo9mF6tk2XL3bhqttRFiVazq9zRBuGN1Jf7us/ym3T84u0JUvLFdBcYk+vnucT9r5+Ru32+qBDzbqow2J+vMlffXzcScJw+UCtlT6j96lzy3TL87qrgfOO36G3j9+skXvra2bzo3HiujjgG2t1VUvLtf+tHwtenCimtfgzuWG/em64oXlmj4hTr+70Pnp5Z/4ZoeeW7hbN43prL9c2q9e9LEoy+22+n7nUY2Kiznt5zucVVzi1mPztuvlJXs0uGOUXjhFf6yj2YV66ft4vblyn1xuqxK3VWSTYE2bEKebx3ap1N9Iidtq8c6jmv7mOl06KFb/vnqwJAK2T72/9oB+++EmDe0UrVduGXHSsXDTc4t08bNLJUlf/uqM4z4MvBehyo7hvTs5W9fMXKkmIYGad9+EGl1g65MV8an6xdvrlV3gkttauco0EGwf1UTdWzdX99bN1bddhC4a2K7WxmMtdJXoxtmrtfFght6bPqZSw4h5lR9+7y+X9tOVQ9v79QdPSk6hbn1tjXYcztaXvxqv7q2daS7idltNfGKR2kWG6b3pY077em+N2FPXDNIVQyo3FbZ3fPyyIsKC1KttuHq2CT/2vXV4qGKahSgiLPiEmrbVe9J0/eyVGtW1hf778xEnbQtc1u7kHF314nK1aB6ij+4a22A731WGtVZ//myr3lixT785t6d+eU6Pk7+4goAtSb96Z4O+3XZYix4461izvLwil0b94ztN6ttGT10zuFbKXmERfRywJWnjgQxd9vwy3TWxmx6u5KRi5ZW4rS5/fpmSswv03W9qFtRPxlqrR77erlmLE3TL2C7648V961Wb7E82JOq+937QhJ6t9MrNwyv1t4+aS84q0C/e3qDVe9N085jO+r+L+laq/9uRrAK9umyPwkODdNPYLtW62/nIVz9q1pIE7f3XxZII2D731eZDuvfdDerROlxzbhupFs2Pn/zD7ba69fU1Wr47VXPvGnPCbeOC4hKd9/RiBRqjr+4df8pguDclV1fPXCEr6b1po09oc9TQHcrM14uL4hUeFlQaqFuFq1vrZnVeu5CWW6TLnl+q/CK3PvvFuEq1S0zNKdSfPt2qLzcf0sguMfr31YPqTe1mclaBznt6sTpEN9VHd4915INm8c6juunV1Xpm6hBdWok7ASVuq6mzVmprUqa+une8Orc49eg7M7+P1yNfb9eUYR30fxf10c4jOdpxOEs7jmRrx+HSL29nF68AI0U2CVZ00xBFNwtRdNNgrduXruimIfr47nGKbFr5C/bqPWm6YfYq9WjTXLNvHu7YKEf1zWPztuuFRfGaPiFOv72g96n/mTxJwD6Qlqdz/v29Lhscq8enlN7pe3/NAT304SZ9cOcYjajDCZL8IWBL0v3v/6AvNh7Sd785s1rXkbdX7dfvP96s/1w7WJcNbl8LJSxlrdU/vvxRs5fu0Zk9W+mZa4dU6e/IV4pcbp3z5CLlFZYoNbdI147oqEeuHODXlSENwY7D2brhlVXKKXDpkSsH6PIhtXduViQzr1gTHl+oTTPOk0TA9guLdiTrzjfXqX1UE715+6jjPkyf+98uPfHtzlN21Fmy66hufGW17j2nh359bsVtew+k5emamStU4HLrvWmj/Wp4ucZo15FsXfnCcnWIaaq5d445aSfT4hK35qzYp6cW7FRBcYnuP7eXpk2Iq1c1OZI0b8sh3fnmev3q7O66/2e9Tr/BaUyfs1Zr9qZrxe/OrnQfhsSMfF3w9GJ1bdVcc+8cc9Kg7+3rcKqRDKy1OpJVqF3J2UrJKVR6brEy8oqUllek9DzP49xihQYF6KlrBldrOM2FO5L1y7c3KCw4ULNuGlYr7dj92QuLduuxeTt03ahO+sflp25aI+mkAVuS/vnVj3p5SYK++tV49WkXocueX6a8Qpe+raPOjceK6CcB+3Bmgc56YpHO6t2qysP2pecW6ax/L1KvNuE1GsWqKt5etV9//myL2kc10cs3Dff7zy/vNeS1n4/Qmr1pen5hvB48r5fuOau7r4vWYCVnFeiKF5aXfmbeNkq92vrmHJm9JEF3TCidydvpgM09kGqY2Ku13rh1lI5kFWryiyu0L7V0Zqtlu1P05PydumxwrG44xdBd43u00uWDY/XionjtTs454flDmfm6bvZK5RaV6M3bRvn9xakx6NEmXM9eN0Q7Dmfp3nd/UEn5Ma1UOq71hf9Zor9+sU1DOkXr63sn6K6JFY9t7e/O799OVw3toOcW7tb6/ek12teRrAIt+DFZU4Z3qNLwmu2jmuhfVw3UxgMZenrBzgpf8/7aA/rTp1t1bt82evLqQSc91sYYtY0M0/gerXTFkA669Yyuuv9nvfT3ywfo+euG6q3bR+vre8frk3vGVXus+rN6tdZHd49V05BAXTtzpT5cd7Ba+6mP5qzYq8fm7dBlg2NP2269Mu6Z2F0RYcF65Ovt2pqUqY0HMjR1ZKdGW6PYNjJMd03spq82H9bKhNQqbfv4tzuUXeDSXx34vVTWdaM66Z07RiunsERXvLBc3249XCfvWx25hS49891ujeoaozN7ttIDP+tVevfkmx369IdEXxevQcorcun2N9YqLbdIr94ywmfhWpJuHFNxRagTCNjVNLJrjN6+Y5Tyilya8tIKLd55VL96Z4PiWjXXP684/a2lP1zcV01CAvV/H28+rtY+ObtA17+8Shm5xXrj1pHqG3v6mRFRNyb2aq0/XdxXC348osc802ZLpXcbps9ZqxteWaVCl1uzbxqu138+wrH2y77y50v7ql1kE93/3g/KLXSdfoOTeG/NAZW4ra4bWfXxoi8c0E7XDO+oFxaVTrBT1mcbk/Twh5s0vkdLPXfdEL9oM9mzTbg+vWechnWO1m8+2KhHvvqxwn/GnJaaU6isguJaf5/ysgqK9Z8Fu/THT7dqUp/WemLKyf/JqYrIpsH65dndtXjnUT384SaFBgXoyqF1e/vY30ybEKfYyDD97YttlT6nNh/M1Dur9+vmMV3qPMQM7xKjz385TnGtmmnanHX6z4JdctfB30JV/XfZHqXkFOqh80ubNBlj9NjkgRrZNUYPfrBJq6r4D011Hc4s0PL4FH20/qCeX7hbf/xki25/fY0uemaJhv1tvgb8+RtNn7NW767eryOeWZTroxK31b3v/qDNiZl6duqQSs8BUVucnkG6LJqI1NCuI9m6fvYqJWcXqmlIoD77xbhKD3/07ur9+u1Hm48NY5WaU6hrZ61UYka+3rh1pIbXYVtDVI61Vn/8dIveXLlff7usn5KzCzVzcYKCAozuOau7bjuja611uPSFlQmpmvrySk0d2Un/vKLqI9i4Stwa/9hCdW/dXHNuG1WtMuQWunTJs0uVV1SiefeNV1TTEH2z9bDufmu9hnWO1us/H3nCkEy+Vlzi1l8/36Y5K/fprF6t9J+pQxwfcjA9t0jzth7W5xuTtDIhVc1CgzTrxuEa063qk5IkZxUosmlwpT9sjmQV6NWle/TWqv3KKXTp/H5t9fS1g6t27p+iiYhU2sF40pPf60Bavq4c0l5P1mHnRi9/aSLiVZVh+9xuqytfXK6D6fn63wNn+mzIy4LiEv3+o836aEOizuvXRv++erDfdNZPzy3ShMcWanS3Fnr5puHHPZeRV6QrX1yu1JwifXjX2FqtMJm77qAenLtRZeNPVNNgtfXMtNkuqoncnpEvvHN19G0XobN7t9ZZvVtpcMfoenOn1Dvk8ClHGKpjjIPtx/an5unhDzfp5rGddX7/dpXezu22x8bG/ujucbrnrfWKP5qj134+slofkqgbxSVu/fy/a7R0d4qk0slofntBnypPRFRfeMeEfvWWqk+o4p085KUbhlbpb6O8zQczdeWLy3R279aaOrKTpr2xTn1jI/Tm7aP85sO6Im+u3KcZn21Vl5bNNPum4SedPbSysgqK9e3WI/piU5KW7kqRy23VtWUzXTigrb7ZekT7U/P0+JSBle7IVuQqHR5r9tI9ahIcqNFxMRrfo5XG92ip7q2bn3AnLuFojmYtTtBH6xPlcrt14YB2uvPMbtWrhTpNwJakrzcf0j1vr9eHd43VEB+0afe3gF122L6FD5x5ynkCvMNN/nvKIF01rHIj8dQWa61eXbZX//zqR3Vr1UyzbxqhTi183+nb29b/m/smVDhD4IG0PF3xwjI1CQnUx3ePU8tygxo4Yd6WQ7r7rfUa262l7p7YTW0jw9Q2MqzCzvzWWu04kq2F249q4fZkrdufrhK3VVTTYA1oH6nwsCA1Dw1S89BgNQ8NVPOw0sfhYUEa171lleffcNqcFXv1x0+36paxXTTj0n4+LUtZBOwGyjs2tjFGstLLNw/XmX40AQkqlplfrGe+26UL+rdt8HcaCl0luuy5ZUrJKdI3940/YeScU7n1tTXanJip5b89u8ZNOGYtjtc/v9quwACjXm3C9c4do+vFCAUr4lN111vrZK302s9HVCso7k3J1T+/+lGLdhxVUUnp2O8XD2qnSwbGHpvEKTOvWHfMWavVe9L08Pm9deeZp54N9UBann7xzgZtPJCha4Z3VFhwgJbsSlFCSmmfkrYRYRrfo6XO6NFSbSLC9Nqyvfpm22GFBAZoyvAOumN83GlHdzmlSgRsqbSnv69+z/4WsKWfhu27Y3xX/eKsHgoJClBIUMBxNZiZecU6+9+L1KVlM30wfYzfTPyybHeK7n5rvVqHh+qzX5zh0ztPhzLzdebji3TJwNhTzkvxw4EMXTtrhXq1jdC7d4x2tMyLdx7Vba+vOTazZlVHyMrMK9biXUe1cEey4o/mKrfQpZwCl3IKXcotch1XIx7dNFh/uqSvLh/sm6FiF+5I1m2vrdFZvVpr1k3D/arGnYDdgD01f6deWLRbL14/TJP6MuUy/M/2w1m69NllmtirlWbeOKxSF+iD6Xka/9hC/eKs7vqNAyORuN1W0+asVWJGgd6sYIhMf7Y/NU/XzV6poACjefdNqFJTCleJW1e8sFx7U3M1ZVhHXTyonYZ0jKrwd1DoKtEDH2zS5xuTdMPoTppxST8FVfCPzbwth/Xg3I2SlR6dPFAXDvjp7sLB9Dwt3ZWiJbtStHR3ijLzS9t2R4QF6cYxnXXL2K5qFe7Asa9kwPYlfwzYUumwfR+tP74DXlCAUWhQgEKDA+W2Vln5xfr8l2eoX6xv27iW5x1F6/pRnfSPajQ7c8rvPtqkD9clVmrow2+3Htb0N9dpQo9WumVcFw3pGFXj8e7X7k3TDa+sUlzL5npn2uiTzqtRXW63VV5xiXILXTqYnq+/f7lNG/ZnaGKvVvrHFQPUvhLDzTplW1KWpry0XJ1bNNMHpxiFy1cI2A2Yd5poX7WRAyrj5cUJ+sdXP5586utynvhmh15YtFtLHj7bsYu5tVbWym9q5Kpi+e4UXTd7le48s5t+e0HlJwzxjvH9/HVDddHA0zezcbutHvtmh176Pl7n9G6tZ68bcqxmrNBVoke+2q7Xlu/VwA6Rem7q0FPeqi9xW21OzNS+1Fyd06eNs81xCNjVllfk0hebDimnwKWiErcKi90qdJWoyOVWocutIpdbY7q1qPNxhSvL2+yspk3Hqiv+aI5+9tRi3Ti6c6WbKsxZsVczPv+pg2lcq2Ya2ilaQzpFaUjHaPVqG17pWtktiZmaOmulWoWH6v07x9RK05PyStxWb3hG+wkw0m8v6K3rR3Wu9WvpkawCXf78MlkrfXLPOL9sSknABuBTbrfVdbNXaktilr6+d/wpa32KS9wa+6//aUD7SL16y4g6LKV/e3juJs1df1Cf3jOuUu2W96Tk6vynF2tCz1aaVck7B15zVuzVnz/bqgHtIzX75hHKLXTpF++s15bELN06rqt+e0HvSs2YVmsI2I1WkcutyS8t177UPH197/hKTd7lpHveWq+FO5K1+KGzqhRucwpd2nQgQxsOZGjD/nSt35+htNwiSVKzkECNimuhq4Z20KS+rU/aYXh3co6unrlCTYID9cGdY+r8Zz+Qlqfff7xZS3alaESXaP3rqoHqVkuT2B1Iy9O0Oeu0LzVXH9w5xu/upngRsAH43MH0PF3w9BKFBgfqNz/rqSnDOlTYBOHrzYd011vr9crNw3VOH5o9eWXmFWvSU9+rdXioPr1nXIXHzsvttpr68kptO5SlBfefqTYRVa/5mb/tiH75znq1aBaqzPxiBRjpiSmD9LN+bWvyYziDgN2o7U3J1UXPLFG/2Ei9M210nbXJ3XQwQ5c+t0y/OqeH7j/JRG+VZa3V/rQ8bdifofX70zV/2xEdyixQZJNgXTY4VpOHddCA9pHHAtyBtDxNeWmFXG633p8+xmezM1trNXfdQf3ti20qcLl1z8TuGtY52tMpMuhYZ8mmIYHVaq/t3f9fPt8mSXruuiGa2Ku10z+GYwjYAPzClsRMzfhsq9buS1fPNs31uwv7aGLPVsddiG+YvUoJR3O05OGz/aoziz/w/vPx2wt6684zu530dd7prf915QBdW40xxL1+OJCh219fq04xTfTM1CHqEO370RskEbChj9Yf1P3vb9SvJ/XUvZN61Ml73vjKKm1JzNTih8465Sgs1VHitloen6K56w5q3pbDKnS51bNNc00e1kFndG+lu99ap7TcIr03fYz6tPP9HBfJ2QX686db9fWWiicCCjBSs9AgdYhuqhtHd9aVQ9uftv9IWm6Rfv/RZs3belgju8boyasH+c815yQI2AD8hrVW32w9rH99vV17U/M0vkdL/e6CPuobG6G9Kbma+MQi3X9uT/3qnLr50Kxvps9Zq0U7jmrefRMqnDnyUGa+fvbkYvVvH6m37xhV417/ha4ShQQG+NdMiARsSPr1ez/o0x8S9d70MRpRwxGZStxWydkFCgsKVJOQQIUGHX/OL9udoutnr9IfLuqj28fH1bTop5SZX6wvNx3S3HUHtH5/hiSpaUig5tw2SsM61/2Qk6eyOzlHablFyiksVrZnFBLvaCTZBS6t3ZemLYlZatk8RDeP6aIbRndWdAVD/i3ckayH5m5SRl6RHvhZL90+Pq5eVLAQsAH4nSKXW2+u3Kdn/rdLmfnFmjy0g4yRPlyfqOW/PbtazRoagyNZBZr05PfqFxuhd+4YfVwIsNbqjjfWaunuFH1z34SaDYXnzwjYkJRdUKyLn12qYpdbX987odpDMmbmFevm/67WDwcyjlsfFhygJsGBahIcqOxCl8JDg/S/BybW6YRg8Udz9PnGJI3r3rLG/0T4grVWKxJSNWtxghbtOKomwYG6ZkRH3XZGV3WMaar8ohL986sfNWflPvVqE66nrhlcr2ahJmAD8FuZecV6buEuvb58n4pK3Dq/X1u9dOMwXxfLr72zer9+99GJTUA+35ikX76zQf93YR/dMaF2a9l8ioANj40HMnTVi8t1bt82euH6oVW+05KWW6QbX1mlXUdydN+5PdQ0OFD5xW7lF5eowPOVX1SiApdbVw/voPE9mGuiunYcztbLSxL06Q+JKnFbXdC/nX48lKWElFzdfkZXPXBer3o3mzEBG4Df25+ap9dX7NXUkR3VvfWJM6PhJ9aWdmLcmvRTJ8a03CKd++T36hDdRB/eNfaUnSDrPQI2ynjp+3j96+vteuTKAZpahT4HKTmFumH2Ku1JydXMG4f5dWe6huRwZoFeW75Xb63ap/DQID0xZZDGdm/p62JVCwEbABqYvSm5Ou/pxTqrV2u9dOMw/fq9H/T5xiR98asz1Ltt/bnFWi0EbJThdlvd9Opqrd2XpqeuHqzz+7c9bU12claBrpu9SgfT8/TKzSM0rp4GvPqsyOVWYICpF22tT6a2AnYDrh4BAP/WpWUz/frcnpq39bD++MkWfbwhUXef1b3hh2ugnIAAoyevHqSO0U1111vrdcULy7UiPvWkrz+Uma9rZq1UUka+Xvv5SMK1j4QEBdTrcF2bCNgA4EO3n9FV/WIjNGflPnVv3Vz3nHXyofuAhqx1RJi+vne8Hr1qgA5nFmjqyyt106urtSUx87jXHUzP0zUzV+podqHeuHWkRse18FGJgZMjYAOADwUFBuixyQPVLzZCT0wZdNIZ4IDGICgwQNeM6KRFD07U7y/srY0HMnTxs0v1y3c2aG9Krvanlobr9LwizbltpIbXw1E50DjQBhsAUPdog41KyMwv1qzF8Xp16V4Vl7gVHhYkK+nN20apf3v/nHob9QttsAEAQKMS2SRYD57XW98/OFHXjuyoFs1D9fbtownX8HtBvi4AAADAqbSOCNPfLx/g62IAlUYNNgAAAOAgAjYAAADgIAI2AAAA4CACNgAAAOAgAjYAAADgIAI2AAAA4CACNgAAAOAgAjYAAADgIAI2AAAA4CACNgAAAOAgAjYAAADgIAI2AAAA4CACNgAAAOAgAjYAAADgIAI2AAAA4KAqB2xjzFBjTLwxZp3n61HP+vSyy551k40xk4wxDzlZaAAAAMBfBVVjmxhrbTepNGxLyvCsn2KtXeB9kTFmsiRZaxcYY+KMMZPKPg8AAAA0RFWuwS4XkuOstQmex1HGmLgyz42Q5H0uQdLQ6hURAAAAqD+q3QbbGDPNWju3zKoYSWnGmJme5ahym7So7nsBAAAA9UVNOjmeW3bBWjvLWpshKcPTPCRDpaH7pIwxM4wx1hhja1AOAAAAwG9UK2AbY6LKLU/ztrmWlOr5vkY/1WLHSZpffj/W2hnWWmOtNdUpBwAAAOBvqluDHSMprczy+yqtuZ4kSdbauZ7mI3Fl1tHBEQAAAA1edUYRkadj4/QyyxmSvAF6QZn1j9WkcAAAAEB9w0QzAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIMI2AAAAICDCNgAAACAgwjYAAAAgIOqFbCNMenGmHXGmEfLrJtsjJlkjHnoVOsAAACAhiyomttNsdYu8C4YYyZLkrV2gTEmzhgzSVJU+XVltwEAAAAaouo2EYkyxsSVWR4hKcHzOEHS0JOsAwAAABq06gbsGElpxpiZnuWocs+3OMk6AAAAoEGrVsC21s6y1mZIyvA0D8lQaeguq6J1xzHGzDDGWGOMrU45AAAAAH9T5YBtjJnmbXMtKdXzfY1+qrGOkzT/JOuOY62dYa011lpT1XIAAAAA/qg6Ndjvq7TmepIkWWvnWmvnSoors25BReucKjQAAADgr6o8ioinaYg3LC8os/6xCl57wjoAAACgIWOiGQAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQQRsAAAAwEEEbAAAAMBBBGwAAADAQUFV3cAYEyVpkmdxhLX2Yc/6dEkJkhaUWTdZUoakodbax5woMAAAAODPqlODfbWkGGvtXEkyxkzzrJ9irR1WLlzLWrtAUoYxZlKFewMAAAAakCoHbGvtLGvtLM9inKQFnsdRxpi4Mi8dodIabXm+D612KQEAAIB6otptsD1hOs1a6w3RMZLSjDEzPctR5TZpUcE+ZhhjrDHGVrccAAAAgD+pSSfHydba6d4FT812hkqbg3jbXsecagfW2hnWWmOtNTUoBwAAAOA3qtzJUSptX+3ttOhpW+2tzZ4rKdXzsjX6qRY7TtL8mhUVAAAA8H9VrsH2BOpHjTHrjDHrPKvfV5mOjNbauZ6wHVdm3YKK9wgAAAA0HFWuwfYE5W4VPLWg3HcxNB8AAAAaGyaaAQAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABwUVJs7N8ZMlpQhaai19rHafC8AAADAH9RaDbYnXMtau0BShjFmUm29FwAAAOAvarOJyAhJCZ7HCZKG1uJ7AQAAAH6hNgN2VLnlFuVfYIyZYYyxxhhbi+UAAAAA6kxtBuwMSTGneoG1doa11lhrTS2WAwAAAKgztRmw1+inWuw4SfNr8b0AAAAAv1BrAdtaO1dSnLdzo6ezIwAAANCg1eowfQzNBwAAgMaGiWYAAAAABxGwAQAAAAcRsAEAAAAHEbABAAAABxGwAQAAAAcRsAEAAAAHEbABAAAABxGwAQAAAAcRsAEAAAAHEbABAAAABxGwAQAAAAcRsAEAAAAHEbABAAAABxlrra/LIEkyxvhHQQAAANCoWGuNk/ujBhsAAABwUJCvC+BlrTXGGOv0fxCNGcfTWRxPZ3E8ncXxdBbH01kcT2dxPJ1VG60oqMEGAAAAHETABgAAABzkbwH7L74uQAPD8XQWx9NZHE9ncTydxfF0FsfTWRxPZzl+PP1mFBEAAACgIfC3GmwAAACgXqv1gG2MebTM48nGmEnGmGll1qUbY9aVfV257b3bPHSqdY1FTY6nMSbKs83kcvs55e+gIXPg/Dzhec7PY4+ren4ONcbEe54/9hrOz2OPKzqeQ71/0yfZnutnGTU5nlw/T+TA+cn1s4wanp9cPytwqmN6smNWbvtqX0NrNWAbYyZJiivzOMFau0BSgjFmqOdlU6y1w6y1D1ew/WRJ8myT4fmBTlhXmz+DP6np8ZR0taQYa+1czz6mVWKbBsuB43nC85yfNTqeMdbabtbaYZLukDSzEts0WJU8ntM9f89xxpi4cttz/SyjpsdTXD+P48DxlLh+HuPA8eT6WU4ljunJjpl3+xpdQ2stYHt++QllVq2V9IHnh4qz1q73rI86yR+eJI0os48ESUNPsq7Bc+J4WmtnWWtneRbjJC043TYNlUPnZ0XPc36Wqs75uaDMYpy1NuF02zRUlTmenoC3zhgTZ619rMzx8uL66eHE8eT6+ROHzk+J66ckx85Prp9lVOaYnuKYedXoGlqbNdjHFdZam6HS/w4+kNStzOtiJKUZY2bqRFHlllucZF1j4MTxlHTsxEsrs7/TbtMAOXU8yz8fVe55zs+qn5/TvLWEld2mAarM8ezm+Uozxsw0xkSV20f5Za6fHtU8npK4fno4dTy5fpZy8vzk+lmqsp9JFR0zr6hyy1W6htZKwDbGTCr3n4G3qn2BtbZbmWVvrUCGSqvay7crylDpyXG6dQ2ag8fTa7K1drp3oZLbNBhOHs8Kns8Q52dNz89zyy5wfp78eEqK9xybdZKm6XgZ4vrp5PH04vrp0PHk+lkr52ejvn5KVT6mUrljVkaGanANra0a7LQybVXiKrhN/IikGGPMtDI/ZGoF+1mjn/5biJM0/yTrGjqnjqeMMZOttY95Hk+qzDYNkCPH8yTPc37W7PyMKrfM+XmS46nSc80rSqUX/rK4fpZy6nhy/SzlyPHk+nmMk+dnVLnlxnh+SpU/piccs3JqdA2tlYBdpm1LTJmCzPL8sidJutrTlu19lWkkXqbzyPwyy3Flnl9Q0bra+Bn8iVPH07P+UePpMevZT4XbNGROHc+Knuf8rNHxlGcfaWWWOT9LnXA8PcciqsyxmSVx/SzPqePJ9bOUU8dTXD8lOXo8Ja6fkqr0mSSdeMwcu4Yy0QwAAADgICaaAQAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAcRMAGAAAAHETABgAAABxEwAYAAAAc9P+CGX9KTqzNJAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "ax.plot(green_wavelength/68./10.,np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],:],axis=0))\n", "ax.set_xlim(485,487)\n", "# ax_2 = ax.twiny()\n", "# ax_2.set_xlim((green_frame.header[\"NAXIS1\"]-0.5,green_frame.header[\"XWS\"]-0.5))\n", "ax.axvline(Hbeta_wvl,color=\"red\")\n", "ax.axvline(486.255,color=\"green\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.50 +/- 0.10 \n", " Wavelength diff: 0.118 +/- 0.002 nm 72.9 +/- 1.3 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hbeta_slice_68 = slice(628 - green_frame.header[\"XWS\"],645 - green_frame.header[\"XWS\"])\n", "Hbeta_model_68 = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " Hbeta_slice_68],axis=0), \n", " wvl=green_xpixel_array[Hbeta_slice_68],line_number=1,line_wvl_init=[635.],\n", " int_max_init=[200],fwhm_init=[1],same_width=False)\n", "Hbeta_model_68.run_lse(absolute_sigma=False)\n", "ax = Hbeta_model_68.plot(plot_fit=True)\n", "Hbeta_pixel_diff_68 = Hbeta_model_68.line_wvl_fit[0] - 641.55\n", "Hbeta_pixel_diff_68_err = np.sqrt(Hbeta_model_68.line_wvl_err[0]**2 + 0.03**2)\n", "\n", "Hbeta_wvl_diff_68 = np.interp(Hbeta_model_68.line_wvl_fit[0], green_xpixel_array, green_wavelength/68./10.) - Hbeta_wvl\n", "Hbeta_wvl_diff_68_err = np.abs(np.interp(Hbeta_model_68.line_wvl_fit[0] + Hbeta_model_68.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/68./10.) - Hbeta_wvl - Hbeta_wvl_diff_68)\n", "\n", "Hbeta_vlos_diff_68 = Hbeta_wvl_diff_68/Hbeta_wvl*3e5\n", "Hbeta_vlos_diff_68_err = Hbeta_wvl_diff_68_err/Hbeta_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Hbeta_pixel_diff_68, Hbeta_pixel_diff_68_err,\n", " Hbeta_wvl_diff_68,Hbeta_wvl_diff_68_err, Hbeta_vlos_diff_68,Hbeta_vlos_diff_68_err))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.11 +/- 0.24 \n", " Wavelength diff: 0.106 +/- 0.005 nm 65.4 +/- 3.3 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hbeta_slice_69 = slice(306 - green_frame.header[\"XWS\"],330 - green_frame.header[\"XWS\"])\n", "Hbeta_model_69 = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " Hbeta_slice_69],axis=0), \n", " wvl=green_xpixel_array[Hbeta_slice_69],line_number=1,line_wvl_init=[320],\n", " int_max_init=[200],fwhm_init=[1],same_width=False)\n", "Hbeta_model_69.run_lse(absolute_sigma=False)\n", "ax = Hbeta_model_69.plot(plot_fit=True)\n", "\n", "Hbeta_pixel_diff_69 = Hbeta_model_69.line_wvl_fit[0] - 324.98\n", "Hbeta_pixel_diff_69_err = np.sqrt(Hbeta_model_69.line_wvl_err[0]**2 + 0.02**2)\n", "\n", "Hbeta_wvl_diff_69 = np.interp(Hbeta_model_69.line_wvl_fit[0], green_xpixel_array, green_wavelength/69./10.) - Hbeta_wvl\n", "Hbeta_wvl_diff_69_err = np.abs(np.interp(Hbeta_model_69.line_wvl_fit[0] + Hbeta_model_69.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/69./10.) - Hbeta_wvl - Hbeta_wvl_diff_69)\n", "\n", "\n", "Hbeta_vlos_diff_69 = Hbeta_wvl_diff_69/Hbeta_wvl*3e5\n", "Hbeta_vlos_diff_69_err = Hbeta_wvl_diff_69_err/Hbeta_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Hbeta_pixel_diff_69, Hbeta_pixel_diff_69_err,\n", " Hbeta_wvl_diff_69,Hbeta_wvl_diff_69_err, Hbeta_vlos_diff_69,Hbeta_vlos_diff_69_err))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.33 +/- 0.10 \n", " Wavelength diff: 0.132 +/- 0.002 nm 81.2 +/- 1.5 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hbeta_slice_67 = slice(931 - green_frame.header[\"XWS\"],950 - green_frame.header[\"XWS\"])\n", "Hbeta_model_67 = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " Hbeta_slice_67],axis=0), \n", " wvl=green_xpixel_array[Hbeta_slice_67],line_number=1,line_wvl_init=[938],\n", " int_max_init=[200],fwhm_init=[1],same_width=False)\n", "Hbeta_model_67.run_lse(absolute_sigma=False)\n", "ax = Hbeta_model_67.plot(plot_fit=True)\n", "\n", "Hbeta_pixel_diff_67 = Hbeta_model_67.line_wvl_fit[0] - 944.36\n", "Hbeta_pixel_diff_67_err = np.sqrt(Hbeta_model_67.line_wvl_err[0]**2 + 0.02**2)\n", "\n", "Hbeta_wvl_diff_67 = np.interp(Hbeta_model_67.line_wvl_fit[0], green_xpixel_array, green_wavelength/67./10.) - Hbeta_wvl\n", "Hbeta_wvl_diff_67_err = np.abs(np.interp(Hbeta_model_67.line_wvl_fit[0] + Hbeta_model_67.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/67./10.) - Hbeta_wvl - Hbeta_wvl_diff_67)\n", "\n", "Hbeta_vlos_diff_67 = Hbeta_wvl_diff_67/Hbeta_wvl*3e5\n", "Hbeta_vlos_diff_67_err = Hbeta_wvl_diff_67_err/Hbeta_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Hbeta_pixel_diff_67, Hbeta_pixel_diff_67_err,\n", " Hbeta_wvl_diff_67,Hbeta_wvl_diff_67_err, Hbeta_vlos_diff_67,Hbeta_vlos_diff_67_err))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.33 +/- 0.07 \n", " Wavelength diff: 0.131 +/- 0.002 nm 80.8 +/- 1.1 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hbeta_slice_66 = slice(1220 - green_frame.header[\"XWS\"],1240 - green_frame.header[\"XWS\"])\n", "Hbeta_model_66 = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " Hbeta_slice_66],axis=0), \n", " wvl=green_xpixel_array[Hbeta_slice_66],line_number=1,line_wvl_init=[1231],\n", " int_max_init=[200],fwhm_init=[1],same_width=False)\n", "Hbeta_model_66.run_lse(absolute_sigma=False)\n", "ax = Hbeta_model_66.plot(plot_fit=True)\n", "\n", "Hbeta_pixel_diff_66 = Hbeta_model_66.line_wvl_fit[0] - 1236.286\n", "Hbeta_pixel_diff_66_err = np.sqrt(Hbeta_model_66.line_wvl_err[0]**2 + 0.009**2)\n", "\n", "Hbeta_wvl_diff_66 = np.interp(Hbeta_model_66.line_wvl_fit[0], green_xpixel_array, green_wavelength/66./10.) - Hbeta_wvl\n", "Hbeta_wvl_diff_66_err = np.abs(np.interp(Hbeta_model_66.line_wvl_fit[0] + Hbeta_model_66.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/66./10.) - Hbeta_wvl - Hbeta_wvl_diff_66)\n", "\n", "Hbeta_vlos_diff_66 = Hbeta_wvl_diff_66/Hbeta_wvl*3e5\n", "Hbeta_vlos_diff_66_err = Hbeta_wvl_diff_66_err/Hbeta_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Hbeta_pixel_diff_66, Hbeta_pixel_diff_66_err,\n", " Hbeta_wvl_diff_66,Hbeta_wvl_diff_66_err, Hbeta_vlos_diff_66,Hbeta_vlos_diff_66_err))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.67 +/- 0.14 \n", " Wavelength diff: 0.155 +/- 0.004 nm 79.0 +/- 1.9 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_57_green = slice(344 - green_frame.header[\"XWS\"],362 - green_frame.header[\"XWS\"])\n", "HeI_D3_model_57_green = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " HeI_D3_slice_57_green],axis=0), \n", " wvl=green_xpixel_array[HeI_D3_slice_57_green],line_number=1,line_wvl_init=[353.],\n", " int_max_init=[100],fwhm_init=[1],same_width=False)\n", "HeI_D3_model_57_green.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_57_green.plot(plot_fit=True)\n", "\n", "HeI_D3_pixel_diff_57_green = HeI_D3_model_57_green.line_wvl_fit[0] - 359.27\n", "HeI_D3_pixel_diff_57_green_err = np.sqrt(HeI_D3_model_57_green.line_wvl_err[0]**2 + 0.01**2)\n", "\n", "HeI_D3_wvl_diff_57_green = np.interp(HeI_D3_model_57_green.line_wvl_fit[0], green_xpixel_array, green_wavelength/57./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_57_green_err = np.abs(np.interp(HeI_D3_model_57_green.line_wvl_fit[0] + HeI_D3_model_57_green.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/57./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_57_green)\n", "\n", "HeI_D3_vlos_diff_57_green = HeI_D3_wvl_diff_57_green/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_57_green_err = HeI_D3_wvl_diff_57_green_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_57_green, HeI_D3_pixel_diff_57_green_err,\n", " HeI_D3_wvl_diff_57_green,HeI_D3_wvl_diff_57_green_err, HeI_D3_vlos_diff_57_green,HeI_D3_vlos_diff_57_green_err))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.88 +/- 0.10 \n", " Wavelength diff: 0.169 +/- 0.003 nm 86.1 +/- 1.4 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_56_green = slice(720 - green_frame.header[\"XWS\"],744 - green_frame.header[\"XWS\"])\n", "HeI_D3_model_56_green = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " HeI_D3_slice_56_green],axis=0),\n", " wvl=green_xpixel_array[HeI_D3_slice_56_green],line_number=1,line_wvl_init=[732.],\n", " int_max_init=[400],fwhm_init=[1],same_width=False)\n", "HeI_D3_model_56_green.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_56_green.plot(plot_fit=True)\n", "\n", "HeI_D3_pixel_diff_56_green = HeI_D3_model_56_green.line_wvl_fit[0] - 738.342\n", "HeI_D3_pixel_diff_56_green_err = np.sqrt(HeI_D3_model_56_green.line_wvl_err[0]**2 + 0.005**2)\n", "\n", "HeI_D3_wvl_diff_56_green = np.interp(HeI_D3_model_56_green.line_wvl_fit[0], green_xpixel_array, green_wavelength/56./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_56_green_err = np.abs(np.interp(HeI_D3_model_56_green.line_wvl_fit[0] + HeI_D3_model_56_green.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/56./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_56_green)\n", "\n", "HeI_D3_vlos_diff_56_green = HeI_D3_wvl_diff_56_green/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_56_green_err = HeI_D3_wvl_diff_56_green_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_56_green, HeI_D3_pixel_diff_56_green_err,\n", " HeI_D3_wvl_diff_56_green,HeI_D3_wvl_diff_56_green_err, HeI_D3_vlos_diff_56_green,HeI_D3_vlos_diff_56_green_err))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: -5.90 +/- 0.09 \n", " Wavelength diff: 0.183 +/- 0.003 nm 93.3 +/- 1.3 km/s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_55_green = slice(1080 - green_frame.header[\"XWS\"],1105 - green_frame.header[\"XWS\"])\n", "HeI_D3_model_55_green = SpectrumFitSingle(data=np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],\n", " HeI_D3_slice_55_green],axis=0),\n", " wvl=green_xpixel_array[HeI_D3_slice_55_green],line_number=1,line_wvl_init=[1092.],\n", " int_max_init=[400],fwhm_init=[1],same_width=False)\n", "HeI_D3_model_55_green.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_55_green.plot(plot_fit=True)\n", "\n", "HeI_D3_pixel_diff_55_green = HeI_D3_model_55_green.line_wvl_fit[0] - 1098.72\n", "HeI_D3_pixel_diff_55_green_err = np.sqrt(HeI_D3_model_55_green.line_wvl_err[0]**2 + 0.03**2)\n", "\n", "HeI_D3_wvl_diff_55_green = np.interp(HeI_D3_model_55_green.line_wvl_fit[0], green_xpixel_array, green_wavelength/55./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_55_green_err = np.abs(np.interp(HeI_D3_model_55_green.line_wvl_fit[0] + HeI_D3_model_55_green.line_wvl_err[0], \n", " green_xpixel_array, green_wavelength/55./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_55_green)\n", "\n", "HeI_D3_vlos_diff_55_green = HeI_D3_wvl_diff_55_green/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_55_green_err = HeI_D3_wvl_diff_55_green_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_55_green, HeI_D3_pixel_diff_55_green_err,\n", " HeI_D3_wvl_diff_55_green,HeI_D3_wvl_diff_55_green_err, HeI_D3_vlos_diff_55_green,HeI_D3_vlos_diff_55_green_err))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "Hbeta_centorid_pixels = np.array([Hbeta_model_69.line_wvl_fit[0],Hbeta_model_68.line_wvl_fit[0],\n", " Hbeta_model_67.line_wvl_fit[0],Hbeta_model_66.line_wvl_fit[0]])\n", "HeI_D3_centorid_pixels_green = np.array([HeI_D3_model_57_green.line_wvl_fit[0],HeI_D3_model_56_green.line_wvl_fit[0],\n", " HeI_D3_model_55_green.line_wvl_fit[0]]) \n", "\n", "Hbeta_centorid_pixels_err = np.array([Hbeta_model_69.line_wvl_err[0],Hbeta_model_68.line_wvl_err[0],\n", " Hbeta_model_67.line_wvl_err[0],Hbeta_model_66.line_wvl_err[0]])\n", "HeI_D3_centorid_pixels_green_err = np.array([HeI_D3_model_57_green.line_wvl_err[0],HeI_D3_model_56_green.line_wvl_err[0],\n", " HeI_D3_model_55_green.line_wvl_err[0]]) \n", "\n", "Hbeta_pixel_diffs = np.array([Hbeta_pixel_diff_69,Hbeta_pixel_diff_68,Hbeta_pixel_diff_67,Hbeta_pixel_diff_66]) \n", "HeI_D3_pixel_diffs_green = np.array([HeI_D3_pixel_diff_57_green,HeI_D3_pixel_diff_56_green,HeI_D3_pixel_diff_55_green])\n", "\n", "Hbeta_pixel_diffs_err = np.array([Hbeta_pixel_diff_69_err,Hbeta_pixel_diff_68_err,Hbeta_pixel_diff_67_err,Hbeta_pixel_diff_66_err]) \n", "HeI_D3_pixel_diffs_green_err = np.array([HeI_D3_pixel_diff_57_green_err,HeI_D3_pixel_diff_56_green_err,HeI_D3_pixel_diff_55_green_err])\n", "\n", "Hbeta_wvl_diffs = np.array([Hbeta_wvl_diff_69,Hbeta_wvl_diff_68,Hbeta_wvl_diff_67,Hbeta_wvl_diff_66]) \n", "HeI_D3_wvl_diffs_green = np.array([HeI_D3_wvl_diff_57_green,HeI_D3_wvl_diff_56_green,HeI_D3_wvl_diff_55_green])\n", "\n", "Hbeta_wvl_diffs_err = np.array([Hbeta_wvl_diff_69_err,Hbeta_wvl_diff_68_err,Hbeta_wvl_diff_67_err,Hbeta_wvl_diff_66_err]) \n", "HeI_D3_wvl_diffs_green_err = np.array([HeI_D3_wvl_diff_57_green_err,HeI_D3_wvl_diff_56_green_err,HeI_D3_wvl_diff_55_green_err])\n", "\n", "Hbeta_vlos_diffs = np.array([Hbeta_vlos_diff_69,Hbeta_vlos_diff_68,Hbeta_vlos_diff_67,Hbeta_vlos_diff_66]) \n", "HeI_D3_vlos_diffs_green = np.array([HeI_D3_vlos_diff_57_green,HeI_D3_vlos_diff_56_green,HeI_D3_vlos_diff_55_green])\n", "\n", "Hbeta_vlos_diffs_err = np.array([Hbeta_vlos_diff_69_err,Hbeta_vlos_diff_68_err,Hbeta_vlos_diff_67_err,Hbeta_vlos_diff_66_err]) \n", "HeI_D3_vlos_diffs_green_err = np.array([HeI_D3_vlos_diff_57_green_err,HeI_D3_vlos_diff_56_green_err,HeI_D3_vlos_diff_55_green_err])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Averaged pixel shift: -5.557\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2,ax3,ax4) = plt.subplots(4,1,figsize=(10,12),constrained_layout=True)\n", "\n", "ax1.errorbar(Hbeta_centorid_pixels, Hbeta_pixel_diffs,Hbeta_pixel_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\beta$\")\n", "\n", "ax1.errorbar(HeI_D3_centorid_pixels_green, HeI_D3_pixel_diffs_green,HeI_D3_pixel_diffs_green_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "green_abs_wvl_corr_params = np.polyfit(np.concatenate((Hbeta_centorid_pixels, HeI_D3_centorid_pixels_green)),\n", " np.concatenate((Hbeta_pixel_diffs, HeI_D3_pixel_diffs_green)),\n", " w = 1./np.concatenate((Hbeta_pixel_diffs_err, HeI_D3_pixel_diffs_green_err)),\n", " deg = 0)\n", "\n", "green_abs_wvl_corr_poly = np.poly1d(green_abs_wvl_corr_params)\n", "\n", "ax1.plot(np.linspace(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"],green_frame.header[\"NAXIS1\"]), \n", " green_abs_wvl_corr_poly(np.linspace(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"],green_frame.header[\"NAXIS1\"])),\n", " color=\"#90B44B\",zorder=0)\n", "\n", "ax1.legend(bbox_to_anchor = (1.2,1),loc=\"upper right\",fontsize=18,frameon=False,handletextpad=0.1)\n", "\n", "ax2.errorbar(Hbeta_centorid_pixels, Hbeta_wvl_diffs,Hbeta_wvl_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\beta$\")\n", "\n", "ax2.errorbar(HeI_D3_centorid_pixels_green, HeI_D3_wvl_diffs_green,HeI_D3_wvl_diffs_green_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "ax3.errorbar(Hbeta_centorid_pixels, Hbeta_wvl_diffs*np.array([69,68,67,66]),\n", " Hbeta_wvl_diffs_err*np.array([69,68,67,66]),color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\beta$\")\n", "\n", "ax3.errorbar(HeI_D3_centorid_pixels_green, HeI_D3_wvl_diffs_green*np.array([57,56,55]),\n", " HeI_D3_wvl_diffs_green_err*np.array([57,56,55]),color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "ax4.errorbar(Hbeta_centorid_pixels, Hbeta_vlos_diffs,Hbeta_vlos_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\beta$\")\n", "\n", "ax4.errorbar(HeI_D3_centorid_pixels_green, HeI_D3_vlos_diffs_green,HeI_D3_vlos_diffs_green_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "\n", "ax1.set_ylabel(r\"Pixel Shift\",fontsize=18)\n", "ax2.set_ylabel(r\"$\\Delta\\lambda_{0}$ [nm]\",fontsize=18)\n", "ax3.set_ylabel(r\"$\\Delta\\lambda_{0}\\times n_{\\rm order}$ [nm]\",fontsize=18)\n", "ax4.set_ylabel(r\"$\\Delta v_{\\rm LOS}\\ [\\mathrm{km\\,s^{-1}}]$\",fontsize=18)\n", "ax4.set_xlabel(r\"CCD-X [Pixel]\",fontsize=18)\n", "for ax_ in (ax1,ax2,ax3):\n", " ax_.tick_params(labelbottom=False)\n", " \n", "\n", "for ax_ in (ax1,ax2,ax3,ax4):\n", " ax_.tick_params(labelsize=16,direction=\"in\")\n", " ax_.set_xlim((0,1392))\n", " \n", "print(\"Averaged pixel shift: {:.3f}\".format(green_abs_wvl_corr_poly(500)))\n", " " ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "im_red = ax.pcolormesh(red_wavelength/50./10.,np.arange(red_frame.header[\"NAXIS2\"]) + red_frame.header[\"YWS\"],\n", " red_image,cmap=cmcm.lajolla,norm=norm_red,shading='auto',rasterized=True)\n", "\n", "ax_2 = ax.twiny()\n", "ax_2.set_xlim((red_frame.header[\"NAXIS1\"]-0.5,red_frame.header[\"XWS\"]-0.5))\n", "ax.set_ylim(570,600)\n", "ax.tick_params(labelsize=15)\n", "ax_2.tick_params(labelsize=15)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,6),constrained_layout=True)\n", "ax.plot(red_xpixel_array,np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],:],axis=0))\n", "ax.set_yscale(\"log\")\n", "\n", "for x_pos_ in (56.632, 455.637, 876.324, 1326.913):\n", " ax.axvline(x_pos_,color=\"red\")\n", "\n", "for x_pos_ in (151.42, 511.91, 890.45, 1293.00 ):\n", " ax.axvline(x_pos_,color=\"green\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.10 +/- 0.01 \n", " Wavelength diff: 0.021 +/- 0.000 nm 9.4 +/- 0.2 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Halpha_slice_49 = slice(48 - red_frame.header[\"XWS\"],68 - red_frame.header[\"XWS\"])\n", "Halpha_model_49 = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " Halpha_slice_49],axis=0), \n", " wvl=red_xpixel_array[Halpha_slice_49],line_number=1,line_wvl_init=[57.5],\n", " int_max_init=50000,fwhm_init=[1],same_width=False)\n", "Halpha_model_49.run_lse(absolute_sigma=False)\n", "ax = Halpha_model_49.plot(plot_fit=True)\n", "Halpha_pixel_diff_49 = Halpha_model_49.line_wvl_fit[0] - 56.632\n", "Halpha_pixel_diff_49_err = np.sqrt(Halpha_model_49.line_wvl_err[0]**2 + 0.004**2)\n", "\n", "\n", "Halpha_wvl_diff_49 = np.interp(Halpha_model_49.line_wvl_fit[0], red_xpixel_array, red_wavelength/49./10.) - Halpha_wvl\n", "Halpha_wvl_diff_49_err = np.abs(np.interp(Halpha_model_49.line_wvl_fit[0] + Halpha_model_49.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/49./10.) - Halpha_wvl - Halpha_wvl_diff_49)\n", "\n", "Halpha_vlos_diff_49 = Halpha_wvl_diff_49/Halpha_wvl*3e5\n", "Halpha_vlos_diff_49_err = Halpha_wvl_diff_49_err/Halpha_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Halpha_pixel_diff_49, Halpha_pixel_diff_49_err,\n", " Halpha_wvl_diff_49,Halpha_wvl_diff_49_err, Halpha_vlos_diff_49,Halpha_vlos_diff_49_err))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.11 +/- 0.05 \n", " Wavelength diff: 0.047 +/- 0.002 nm 21.3 +/- 0.7 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Halpha_slice_50 = slice(447 - red_frame.header[\"XWS\"],467 - red_frame.header[\"XWS\"])\n", "Halpha_model_50 = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " Halpha_slice_50],axis=0), \n", " wvl=red_xpixel_array[Halpha_slice_50],line_number=1,line_wvl_init=[456.6],\n", " int_max_init=40000,fwhm_init=[1],same_width=False)\n", "Halpha_model_50.run_lse(absolute_sigma=False)\n", "ax = Halpha_model_50.plot(plot_fit=True)\n", "Halpha_pixel_diff_50 = Halpha_model_50.line_wvl_fit[0] - 455.637\n", "Halpha_pixel_diff_50_err = np.sqrt(Halpha_model_50.line_wvl_err[0]**2 + 0.004**2)\n", "\n", "Halpha_wvl_diff_50 = np.interp(Halpha_model_50.line_wvl_fit[0], red_xpixel_array, red_wavelength/50./10.) - Halpha_wvl\n", "Halpha_wvl_diff_50_err = np.abs(np.interp(Halpha_model_50.line_wvl_fit[0] + Halpha_model_50.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/50./10.) - Halpha_wvl - Halpha_wvl_diff_50)\n", "\n", "Halpha_vlos_diff_50 = Halpha_wvl_diff_50/Halpha_wvl*3e5\n", "Halpha_vlos_diff_50_err = Halpha_wvl_diff_50_err/Halpha_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Halpha_pixel_diff_50, Halpha_pixel_diff_50_err,\n", " Halpha_wvl_diff_50,Halpha_wvl_diff_50_err, Halpha_vlos_diff_50,Halpha_vlos_diff_50_err))" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.22 +/- 0.06 \n", " Wavelength diff: 0.019 +/- 0.002 nm 8.6 +/- 0.8 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Halpha_slice_51 = slice(867 - red_frame.header[\"XWS\"],887 - red_frame.header[\"XWS\"])\n", "Halpha_model_51 = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " Halpha_slice_51],axis=0), \n", " wvl=red_xpixel_array[Halpha_slice_51],line_number=1,line_wvl_init=[877.3],\n", " int_max_init=40000,fwhm_init=[1],same_width=False)\n", "Halpha_model_51.run_lse(absolute_sigma=False)\n", "ax = Halpha_model_51.plot(plot_fit=True)\n", "Halpha_pixel_diff_51 = Halpha_model_51.line_wvl_fit[0] - 876.324\n", "Halpha_pixel_diff_51_err = np.sqrt(Halpha_model_51.line_wvl_err[0]**2 + 0.006**2)\n", "\n", "Halpha_wvl_diff_51 = np.interp(Halpha_model_51.line_wvl_fit[0], red_xpixel_array, red_wavelength/51./10.) - Halpha_wvl\n", "Halpha_wvl_diff_51_err = np.abs(np.interp(Halpha_model_51.line_wvl_fit[0] + Halpha_model_51.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/51./10.) - Halpha_wvl - Halpha_wvl_diff_51)\n", "\n", "Halpha_vlos_diff_51 = Halpha_wvl_diff_51/Halpha_wvl*3e5\n", "Halpha_vlos_diff_51_err = Halpha_wvl_diff_51_err/Halpha_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Halpha_pixel_diff_51, Halpha_pixel_diff_51_err,\n", " Halpha_wvl_diff_51,Halpha_wvl_diff_51_err, Halpha_vlos_diff_51,Halpha_vlos_diff_51_err))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.27 +/- 0.04 \n", " Wavelength diff: 0.041 +/- 0.001 nm 18.5 +/- 0.5 km/s\n" ] }, { "data": { "image/png": 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590YZCt6ovuitV1E3g36fggKa8fgdmjuUvXN4PJ+dWWvXGGP2K3UzX8yZ1Uccm89PMIO80ac6cq11GMHnPSJh+Hx9JCU5CM4U+9BDD2nt2rXuggGQk4GBAW3ZskWSm6Sk+3NfyXndKQMDquvoUseuA3rp0w9rxsT4kOvXz5+lyR9//wgjBMKvra1NDz/8sMsQVujyX74z29v3KjXyUEUlJZJapEtqe+Q9f1CpmNslbbXWTh5k+y3KfhPaIK/ZVy68fg/rJd1SxA7gRYmtyIb8vIucMAT3H5rPl6QkB8GZYqklAcJhz549OnnypKZPn65rr722bO9bP7tR5w/kN7t0zahRWjLjWv3s4F5t7TyoGROXDLn++T0HCw8QiJDW1la1tKTm8gv+gFhGyyQ9kuX14xnP44PtII8J8XqK2dTLWvtolljW+a97TbSyHVtCUru1ttcY02GMiWf8+h/Po/bgwWAsXlO3Eff3KEZsxTbc510KYft8SUpy4GqmWACFczWLe/zX7y1ou/teWKAXv/Ln2nnVeP2nz3xs0PWOfPmbhYYGRI7LJtXeL95xZe8jMCXjee9g+8nWNGiEss634SUZ6yQ9kEsTImtthzHmkvW8pmmPB5qrrVOqBsC/6W1Sjn0mvOZPU4L9L6y1q4wxm40xvXnc3A42v0jBsbkyzDnKax6VMH6+JCUAIun555+XVPn9SXxNN96o2toa7d2/X6dPn9aECRNchwQgC69vwGd1cZLA1d6IVP6vzx26NCmJK9WvpNRxJZSaIXyFpCav2c7+QLOghBdzgzKSJK8Dtt8xf72kjf5s3N7NrX8cl3TM98sDo40lcqnN8W5gl2Zb11q7wrtx3jJU8jTc8RYa2yDvVZSO7oH9Zf28leUc5XBes+0/VJ9v+j2ttSPZPtKMMVaS+IyAcOnu7tZv//Zva9y4cfr7v/971dZe/P3F7+sxbYjaCFc++8f/Xdt37dIf/t7v645Bkim/pmT6F36vnKEBFc+vEbXWlq9qdBDGmI2B0bfWS1oT5skVgXJg8kQAkfPii6kfJZuami5JSCrdkhsWS5Je2f6a40gAjNB6f8JBpYZh7XUdEFDpSEoARM7LL78sKZWUhMmSxTdIkl76xS8cRwJgJLymT5v8f13HA4QBSQmASOnv79drr6VqGm666SbH0eRn7uyExo8bp8Pd3Tpy9KjrcAAAKBuSEgCRsn//fp05c0ZXXnmlpk2b5jqcvNTU1OgGb0Z3mnABAKoJSUkOurq60ovjmWMBDOOVV16RFL5aEp/fr4QmXMDwkslk+vsZQLiRlOSgsbExvbS1tbkOB8AQ/KRkyZIlbgMpkN+v5NXt2xn5DxhGW1tb+vsZQLiFZ1gah5jRHQiH8+fPa+fOnZKkxYsXO46mMDOuvEpTGxp0rKdHB15/XYlZs1yHBFSsCpjRHUCRkJTkgBndgXDYtWuXzp8/r9mzZ2vSpEmuwymIMUY33bBYTz79U7382i9ISoAhuJzRHUBx0XwLQGSEvT+J72avlufl1+jsDgCoDiQlACIjKknJjddfL0na4dX8AAAQdSQlACLhzJkz2rNnT2pY3RtucB3OiMQnTdLMa67R+QsXtGvvXtfhAABQciQlACLhtddek7VW8+fP15gxY1yHM2I3L75RkvTSL151HAkAAKVHR3cAFefE331f5/cczGubZ176d53be0CzRsXV/bmvlCawMrrphuv1vX/9F72yfbvrUAAAKDlqSgBUnHwTEkna3p2aPO26acMPC1o/86q8919u1y9YqNraGu0/cEDJ00zaCgCINmpKchCcKZbhB4HymfaZj+W03oneXh3b8kNNnDFZd/7x/6va2vD/aRszZowWzpuv13bu1Kvbd+jO225zHRJQcZLJpJJJknYgCqgpyQEzugOV7VWvidN1CxdGIiHx+aNwvbZrp+NIgMrEjO5AdETn27uEmNEdqGz+fB43eTfxUXHDwkWSpNd2kpQA2TCjOxAdJCU5YEZ3oLK9uiNVU3LT9eEeCjjT/DlzVFtbozfeekunT5/WhAkTXIcEVBSaVAPRQfMtAKF25OhRHT12TOPHjVNi1izX4RRVfX295ibmyFqrnXv3uA4HAICSISkBEGrbd++SJC1asEDGGMfRFN8NCxdKogkXACDayt58yxgTl3S/9zQuaY6kddbajsA6LZJ6vKcJa+2jGfsoaTmA8Nixe7ck6br5CxxHUhrXL1yoTT/4gbZ7xwkAQBS56FOyTtIaa22vJBljmiVtlTTZe94iqcdau8l7njDGrLfWri5HOYBw8WtKrl8YzaRk0bz5MsZo/4EOnT171nU4AAKMMSslrZa0yr+vAVAYF0nJMm9p9553SIobY+LeBb3aWrvUX9la2+ElLr5SlwMIieTppN7q7FJ9XZ3mJea4Dqckxo0bp9kzZ6rj4EHt3rdPlT/tI1A9rLWbjDGrlfrBtaJ+3Ay0TFlhrV01SJk0dKsVeWVxBX5Qzij397FhuMRsqJgC+4xL6pUUL6Qli7ePLdbabQVsl1crmny2McZszHbMuKjsSUkwIfAkJPVaa3u9/6xNWTbr9RKHLaUst9a2ZykDUKH8plvz5syJ1PwkmW5YuEgdBw/qtV07SUqAyrNRFZaUGGOalLq/6vH+zTRsqxVr7YbA/lZ65XO85w8qIwkxxqzXEJ/BcDF5++z1b+yNMSuNMQ8W2MS+IZ+VC2lFk8823rGvzOsIqlAldHRfI+kB73FCqew4k/8fuNTlAEJk+65UUnK91xk8qvzj20G/EqASPa5Ui4+KaXVhrd3m3Sx3DLKK32rFl261YoxJyEs+AvvbJKnBS04k6ZYstSL+j8uFxrQumAh56352sP0V2Wo/ufDeu0PScOczn224x8yBs58Wvf/YK5T6T+jXUDToYjVYUK9S1XmlLs+qq6trsCLGSAccSvcnWRDtpOS6Ban+Mrv37lXf4qtVO6rGcUSAG8lkUslk0nUYl/BaerRLWqWLTdMr2jCtVhoktSj1o3FQjy7WQCSytDCJZ0lUcuLVJGTbtscY05RvU6w83zuuPFvR5LONMWal18yvWCFHlrOaEi+7XCNpVSDzrkiNjY2DLm1tba7DA6rS2bNn1XHwgIwxWjhvnutwSmrSxIm6unGGzl+4oI6eo67DAZxpa2sb9PvYsfW62EcjjNKtVqy1HdbayVnWSSjVDN5ff7MxZp2Ubsq0fgTvP1hzq16VvpahkFY0OW3j1ToNVjOEDE4bYfsd240xJ4wx/knL9h8zHnhc6vLLdHZ2DlpGLQngxu59+9TfP6A5s2dr7NixrsMpuesXLNRbnV3affSw5k+90nU4gBOtra1qaWnJWuYyMfF+Cd840v6pXr+MXN9zxH1YBmm1km29Fkntfo2FtbbdGLNU0pNeX5AVI6zN2KLs92J+0/tSKqQVTa7bNAWbeGFoZU1K/FEXgm0GPR2SPizpEWX/D9AgaZsG/09brPKsZsyYMVgRAEeqpemW74aFi/TEU09p97HD+r9cBwM4UqlNpr2b9m1KdfQONt1pVuC+Y7gb1HJPT+AlU+2S1nmjoF4Wn/dr/yUjl3qvLZM0W6l+H5uNMauz3N/lGkevMWaD39TJe48mDVPLYIzZqMvv6xJKNaPKTBq2WWszm6SVjHfuQ9Gcr1KUu6akWakRHzL/08YlHff+U3YEhgdOl/sZfKnLAYTD9l2ppMTvbxF1fmf3PccOa8AOOI4GgC8wNO4aSZszilf7w8B6NSntlTafSWarlSw1Husk3Zfx2ppAArXGGPOYUrUmHYXeT1lrVxtjHgwMGOAnFYP+aDzEsML5xpF3K5qhtvE7/Ffaua505e5T0q6MjlNett2gi4nKOqU6WPnlTbo00yx1OYAK19fXpz379kmqnqRk6pQpumLqVL194YLe7M3WagBAuXnNn5ZaazcEfvxsDpQFL9YXNfyITiXnjbCVrQ2c32oluO4lQwd7rzUrI/nyEplVSjUFK5i19lFrbbu3bFOq1qPUfTIKaUUz3DYtkpq8JOtBr4mbvMfZ2x+ivDUl/ggV/slRqu3dUqUu6F5vnQ3GmJZAlWciWJ1Z6nIAlW//wQM6d/68Zlx1leKTJrkOp2xuWLRIb73wsnYfO6xbXQcDVDkv6VhtrQ3eiG/SxSZcmZ2heyXd4q0z2D435vj2PSO4dxmy1UoglhZJ6zMmVBwqqRpsLricZI6y5f1ovCX4/qWQSyudArbJNmLXugLnXKkaLiZP7JA05EkZrk1iqcsBVDZ/vo7r5s93HEl53bBwoX4kadfRQ65DAaqad3O+TqkfVoPW69JahOMZ5fGh9luCGb+zNTEattWKP+G0nxB4zZGWeTG2e8lTZnLVEtg+odTn80CWJkyDjbS10RizIpCEfFblm5DSb0XjT9x4SSuaQY5nyG2Qv+hOgQwgsvz+JFGfNDFTer6So4dlrRXj3gPOrFdqxKne4IveDfu2QBOdKRnb9aoMvJtof2StJq8Z1n6vmdmQrVa8bTd7+8nctT9U8AP+Pr3ncUmbAp9HQqkamQZv/0PG5G2z2nvdb8myZrhakmJ1dM+hFc1lx5Nryxuv3O9XtF7SRvoxZ2esta5jqFjGGCtJfEZAeXV/7iuSpGmf+dhlZdZaffR3Vit5+rQ2/NmXdeX06eUOzxlrre5/16/o1Lmz+runN+uqq65yHRJQMfwbaGttRWTrXvOuW/wbYS8J6GCIWCA7Z5MnhklXV1d6qbSZZIFq81ZXl5KnT6shHtf0adNch1NWxhjNnZJKwnZ5tUVANUsmk+nv50rjJR/BOTbmiOY9wKBISnLADO5A5UgPBbxwYVU2X5o3NZWU7Ny503EkgHvBGd4r1HpjzEp/xCqGiAUGR5+SHARndK/ESZuAarJz7x5J0qIq6+TumzslVTtEUgJcOsN7JSYm9B0AckdSkgNmdAcqx849XlIyrzqTkkTDFaoZZfT666/rl7/8pcaNG+c6JMCZSp3hHUD+aL4FIDROnjqlw93dGl1fr1nXXus6HCfqa2o1Mz5V1lrt8RI0AADCjqQEQGjs3rdXkjQ3kVBtbfVW9M6jszsAIGJISgCEht90a+G8eY4jccvv7E5SAgCICpISAKGxa2+qpqTakxK/s/uuXbuYRwkAEAkkJQBCob+/X/s6UpP7LqzSTu6+KeMmaOrUqTpz5ozefPNN1+EAADBiJCUAQuHgG2/o3PnzunL6dE2aONF1OM4tXLhQEkMDAwCigaQkB8zoDrjnz09S7U23fIsWLZJEvxJUt0qe0R1AfkhKcsCM7oB7fn+Sap2fJJOflFBTgmoWghndAeSoesfUzAMzugPu0cn9UrNnz1Z9fb06OzuVTCb524SqVOkzugPIHUlJDpjRHXDrRG+vjhw9qjGjR2vmNde4Dqci1NbWat68edq+fbt27dqlW265xXVIQNkxozsQHTTfAlDx/FqSeXPmaNQo/mz56FcCAIgKvt0BVLxdXif3RfPpTxLECFwAgKggKQFQ8Xbtoz9JNn5SsmfPHvX39zuOBgCAwpGUAKhofX196UkTF8yd6ziayjJp0iRdddVVOnfunA4ePOg6HAAACkZSAqCidbx+UBcu9KlxxlWKTaBDayaGBgYARAFJCYCKlh4KeC79SbJZsGCBJGn37t2OIwEAoHAMCZyD4EyxDD8IlNfOPczkPhS/XwlJCapRMplUMpl0HQaAIqCmJAfM6A64s9ufyZ2Rt7KaOXOm6uvrdejQIZ06dcp1OEBZMaM7EB0kJTno7OxML62tra7DAapGz4kTOtbTo3Fjx+oabjqyqqmp0TyvFonaElSb1tbW9PczgHAjKcnBjBkz0gtNt4DyCU6aaIxxHE3lol8JqlUsFkt/P7tmjInnse5KY8zmfLYBoo4+JQAq1p79+yQxFPBwSEqAirDRGLPNWrtmuBWttZuMMaslrZO0uvShDc4Ys9FauyqH9Vq8h3MkxSWtsdb2ZqzzoKReST1S6jjziKNF0hZr7bZctwls1+M9TVhrH81hm7ik+yWtyHbsuRwrio+kBEDF2r2PpCQXflKyZ88eWWupVQLKzBjTJGmzpHXGmEdyvIHdKMdJiRf3yhzWa7HWbgg8Xylpq1I37f5rmyWt8o/dGHPCGNOe5818Qx7rphMSP/kxxiSMMeuttYN+pt4xJ5RKZBLZ9jncsaI0SEoAVKT+gYH0pInz55CUZOr+3FcueT7+jSPq+eUZvfS7D6tx4uSC91s/f5Ymf/z9Iw0PqDbLrLWPGmM+LOmzkoatLZH0uKT1xphma217acMb1GU35ZmMMQll3JB7NT1fM8as9B4/KGljRgKytAy1C6uttUsDcXUYY5qH2sCridnmJSeXyOVYixU4LkefEgAV6a1TJ3Tu/HlNnzZNkyZOdB1Oxaifnb3D/5yGKyRJ+48fGdH+z+85OKLtgWrj3dxu8Z6ukfRgLn1FvBv2dknDNp0qhTxvsluyvNajizUbn1XqWNKstR0jCG9Y3md8WWIhqXe4xGQYwx0rSoSaEgAVyb+5nj+HGvOg+K/fm/X1pfMn69V/+Ad13zRL0/7Txwra95Evf3MkoQHVapnf3Mda226M2abca0vWS/qaytyEy6sRyClp8JKLbNWvCUlbvOQg7u13pVJ9SpokbShxTUnCe69MWZtl5WK4Yy1kn8gdSQmAirT/+BFpFP1JcuV/Tn4/HACll1FL4lujVP+SXDu8b8ylCZcxZn2ucQ3Vp8LTNJKmSF5fjnZr7TavVqJXUjzQt2OLUn1mVhT6Hjlo0MUO7kG98pKkYggea7H2iexISgBUpH09R6SpE0hKcjRn1myNGmX0+ptv6uzZsxozZozrkIBqsCzYKVq6WFtijHlwuJGgvBvebUrVlAyZlOSQaOTESyIK7sPi1bJc0pdDqSQgXfNire01xjQYY5qy3cwbYzbq8sQhoVTTq8xEI6cRzUphkGNFiZCU5KCrqyv9OBaLMVcJUGJnzp/ToWSvxl05SYmZs1yHEwqjR4/WrGtnquPgQe3t6NDi665zHRJQcslkUslk0sl7ezesgzXpWaNUTcGgSUlg2Fm/ZqXk/L4uI2xWtU7SfYHnHYPss0dSs1JJ1yWGGIa3I89O/9n6ecTz2H44mceKEqKjew4aGxvTS1tbm+twgMg7cOKorJUSs2arrq7OdTihQRMuVJu2trb097MDzYM16fFurDu8Uaku4/W9WGqt3eDfhI+wc3auWiQ1GWMe9BfvvR8MJEmDMsasU8acHcN0aO8domyktih7AtKgLIlQvrIdK0qLmpIcdHZ2ph9TSwKU3j46uRdkwdy5+mF7u3bv2+s6FKAsWltb1dKSupcuZ2IyTC2JL2ttiZeQrLbWBvtbbNIwTbi8Jk+56BmsqVe25mTGmHU5TjjYIml9MAkJ9IXZZoxJZCQoJe0c7jUR6zDGxDMSh/hIh1ge5lhRIiQlOZgxY4brEICq4o+8tYD5SfLi15Ts2b+PSRRRFRw2qW7O7EuSyetb0hHsW+LVhqyTlNlHYb2GacKVy6zrxeAlXOskPRCYCLFZqdnWO7zncUnLAput8ZbVXnmTUk2xSt05fJ1StT/+59ukQGKX7VgCsg7xm8OxokRISgBUFGut9vcclcTIW/maceVVmjB+vE70ntSx48d1xdSprkMCIse70V2fx2hYCV2sLVkvaUXmDXKgc3zLcMlOsXg336u8x+uVmvyw3Yu3Wamb9l7veDd762XuZnIg/nigudqUjJqgzPcuSkd3a+0GY0yLdyxxSYmMWqJLjsV774RSs9ivUKop2zpJ+719DXusKB0nSUmg3eIcpf4TrcnIxldLekSp/0ArJfUGL1Jve/8/bSKz2nGk5QDc6e7uVvLcWcVGj9H0adNchxMqxhjNnztX2155Rbv37SMpAUrA+wW9oGpIa+2gbVLLPcKTl4C0K2OOFO/1yYHnOR1vPkMMF7PWZ6gkLvNYvNc6lEoSL7v3G8m5xciVvaO7/yuAt/gjTmwNrBJXKrPd6i1TsiUk1tpN3gWwKfhrxUjLAbi1Z88eSakZyml+lD+/dmnXXvqVAADCo6w1JV612CW/EngTB33NGLPSz7KH+bXgkvGirbUdGSNWjLQcgEO7du2SJM2ZQi1JIfzBAfZ07HccCQAAuXMxJHC2Ied6NEiHoyCvs1FTlqJeY0zzSMuHe38ApefXlMwlKSmIn5TsP9Chvr4+x9EAAJCbsiYl1toOa222jkKXDBvnJRArvX8fzFivN8v2PV7ZSMsBOHThwgXt379fxkizJ1/hOpxQik2IacZVV+nChT4deP111+EAAJAT56NveX082gPDxm2TLk7GY4zpMcZs9kZxaNDFDupBvUr1RRlpeVbBGd0zMcM7UDwdHalf96+KxTW+frTrcEJr/pw56jp0SHv279c85npBhLicwR1AaTmd0d3rY3LJBEJebUpH4Pk2Scu8dZ0IzuieuTDDO1A86aZbDTTdGgl/fpfd+5nZHdESnME9cwEQbq5rStZJui+H9TqUGme6Q9n7nsQDj0dafpngjO6ZqCUBiodO7sWR7uy+n87uiJbgDO6ZSEyAcHOWlHiT1aTnJ/FeS0jaOki/EynV7ySe5fUGpZp9jbQ8K2Z0B8ojOBwwCjd75kzV1dWq69AhnT59WhMmTHAdElAUNJkGostJ8y2vH8n6YDOtwOhXj2TZJKFUv5NeSR3eKFpBcWvtiMsLORYAxXHy5EkdPnxYo0eP1tWThh2MD0Oora1VYtZsSdSWAADCwcXkic2StgQ6ssf9hMR7rTdj/ZWSHg8kMOsUGFbYGNOk1IykKlI5AAfS/UnmzlXNKKfd3SLB71fCfCUAgDBwMXniZu9xZvFkSbLWbvBqUiSvqZW1drW/kl/uJTJxSYlilgNww09K5s+fL+1ndJ2R8vuV7N5HZ3cAQOUra1Li1XZclo1kWW+Dy3IA5bd7925J0oIFC6T9W4ZZG8NZMNerKdm3T9babD8EAQBQMWgjAcA5a226pmTBggWOo4mGaVdcoUkTY0qePq3D3d2uwwEAYEgkJQCc6+rq0pkzZ9TQ0KApU6a4DicSjDGa5/crobM7AKDCkZTkoKurK70wkyxQfH7Trfnz59PMqIiYRBFRl0wm09/PAMKNpCQHzOAOlNYl/UlQNOl+JdSUIKKCM7wDCLe8OrobY+611j5VqmAqVXBGdyZtAorvkpG3UDTzEglJUsfBA7pw4YLq6uocRwQUV3CGdxITINzyHX1rozHmPmvty6UIplIxoztQOufPn9eBAwdkjNFc75d9FMf48ePVOOMqdXYd0oE3Xtf8OXy+iBZmeAeiI9/mW09KajDGfMgY88FSBASguuzfv1/9/f265pprNG7cONfhRM6COfMkMV8JAKCy5VVTYq29P/jcGHOfpEmSOqqt9gRAcTAUcGnNnzNHTz3zNP1KAAAVbUSTJ1prnzTG3CzpUWPMbEnrJD1urT1VlOgARF5w5C0Un9/ZnZoSANXAGNMsqUdSQlLCWvuo45BCxfv8EpLmSNpfzgnH8+3oPstae9AYM1HSam85IWmDtfZr3jr3GWMmSWonOQEwHEbeKq2Z11yj+ro6He7uVvJ0UrEJtL8HEE3GmLik9dbaOZK2GWP2G2M2WWs7HIcWCsaYhCT5iYgx5oQxZou1dls53j/fPiWbjTFPSDogqUHSCmvtLX5CIqVqT6y135HUXMQ4AUTQyZMndeTIEY0ePVrXXnut63Aiqba2VonZsyUxNDCAaLPW9noJSfA1EpLcNSlV4eBrl7SsXG+eb1JilMpAp1hrP2utPZB1pVQn+IYRRwcg0vxaknnz5qmmpsZxNNE1P5H6jqYJF1BcxpiEMWad94v8CWPMeq/5CxwzxrQo1a0AObLWbpL0QOClhKSyJXX59ilZ49WCDOdWST8uIJ6KFJwpluEHgeKhP0l5LJw3Tz/40Q+pKUHkJJNJJZNJZ+/v/Qq/xhizUqk+tauH26YSGGM2WmtX5bBeS+BpXKnm+r2liivwvnFJ9yvVIueyOL24erynl/UbCSSGPSqAt/+cmy0F4pVSn9McSetc1dKM5PPzz6/XlKvHWtte8oA9+SYlW4NPvM7tCUlWqZN3SpKstX9YnPAqQ3BCpoceekhr1651FwwQIYy8VR7pmd337ZO1VsYYxxEBxdHW1qaHH37YaQzeDWBC0mangeTIGNMkaWUO6z2ojCTEGLNelzbvKTovvoQudlbPLG9R6mZ5k/c8YYxZH0wI/RtpY8xWY4xfA5CvfFr8rFPqh/te732blbpnnlzA+45IMT4/zxpr7YqSBxyQb/OtS/4TW2sPeH1InlKE+5B0dnaml9bWVtfhAJFgrdXevXslUVNSalOnTNHk+CSdPnNGXYcPuQ4HKJrW1tb097NDfpv7sv2iPEKX3agO4pYstSK9XhJWMtbabd4N82C1DKuDSYZXG9EspW64vcTJ1yHplpIFe9EyXdr3okNSvNSfVTYj+fx8XkK6pnRRZpdvUjKUcpx0J2bMmJFeaLoFFEdnZ6fOnDmjhoYGTZ061XU4kWaMSc/mThMuREksFkt/Pzu0Qqn52npdBpELY8zKPGoNEln6x8SHO05jTFNGYpBZvrHQm3Vvu6YsRb1erB2Sgu+dkPRYIe+VD2vt0oxmTglJvYX8n3D8+fm1PJsyan3KYtikxJu9/a+NMS9K+qwx5sWMZZ8x5rgkvukA5MzvT7Jw4ULHkVSHBXNTM7vv8mqnABRNs0JQS+L1Ecinj8MapUZdXedt36JLb/iz8vphbPW3y4hho1IDJvXmEUdQQlK2bXuU6hvRrlQytdL7tX99uYazzbBGl3YYz5nLz89r+rVRqfN+whhjVWC/nEIM26fEWvttSd/2OnEtU5b/kIONwgUAg9m1a5ck+pOUS7pfCTUlQLE1KXBv5P2yvFHS7JHWngz1i3mmHDrZN+XTt8Ja226MWSrpSe8Gf0WuN/jW2g3GmAeNMeustWuk9A31YyPsON2g7DfJvUp1MC+0/0hRePfKK5Tq5F7wcbr6/LzzW/Z+ML6cO7pbazcZY06QgAAoBiZNLK95iYSMMTr4xus6d+6cRo8e7TokIPS8X5alQE2JdzO/pRj7L9ZoXl6ilNfNrFezskzSbEmfVerX89W5zvBtrX3UGy75QaVGo9rsMmEYjHezH894OaFUk6bMG/htfpKQjXev3C5pnTEmPpLjDcvnV0x5jb5lrX2yVIEAqB5nz57VwYMHNWrUKM31fsFHaY0ZM0bXXn21Xn/zTe0/eEDXLaDZHFAEzUr1HajYCfr8/gcF1NqsCSRFa4wxjylVa9KR66/11to1xpj9St3M55TM5CDbqFjxQnc2xJC5OR9nxv56Ja32mj91jKT5WBg+v2IqWkd3Y8wfFGtfAKJtnzc07ezZs/nFvoz8JlxMoggUzQoNXgPRbIxp9kaESncu9prl+K+vzJgLpBRaJDV57/ug98u7H0fW9/ZqVi4Z4ti7uV6l1DHnxOsXsd57POwwxDnYouw30A2SXPQdkTEmPsjn2CHpwyPcd+Q/v6Aha0q8rHi9N+SvvM7u8WyrKlW996fFDhBA9NCfxI0Fc+fqxz/5CUkJUDzLJD0ySNk2vwbFGLNV0lKvSdQKr2lOs/d40OZAXtOiXPQM1tQrc2JBb7/rsr2egy3KPnrTZfzkx38fb9SoEfX5sNb2GmM6vKZRvYGieDkn+cvQrNQ8JZk1GXFJxwvdaRV9fmnDNd/aoktHajih1AyRmW3sjC4/GQCQFf1J3Fg4LzUfzB6SEmDEvNqPuAavKQneK/V46/cq++hHWeUy63oxeMnSOkkPWGt7vX4xGyVl3gC3KIf7Pa/mYEow4bLWrjLGbDbG9OZ4AzzY5IXrvDj8m/UmuR39rF0Zc3p4n2eDvM8q8/MdbodV9vmlDZmUWGu/lPHSKmvtyWzrGmPKPslKuXR1daUfx2Ix5ioBRsBaS1LiyNUzZmjc2LE61tOjnhMn1DDZ2SArQFEkk0klk8myvqfXR+Ozujjh3GpjzHCdkHul1ER1xpger5akSYPXspSE976rvMfrJW30h9FV6ngadDFpesBrPuQP2RdXYP6KId6jSdLSbDU31toV3o31lsH2493A+6NYNfkx+H0qvJGpWrxjiSs1FHDBAwKMtKO7V/vQ7tdsKPX5LVXqM+gN7C/z8x0snlB9fsVkrLWuY6hY3vjMl3jooYe0du1aB9EA0XD06FF96lOf0oQJE/QP//APMsZctk73574iSZr2mY+VO7zI+6NH/kSvvPaaPvv7n9HyWy6d8/bIl78pSZr+hd9zERqQt7Vr1+rhhx++5DVr7eV/VMrMGLNZqZmz/eZbm621K7zH+UxgCFSNvEbfMsb8F6WyvMestS8bY/5aqWxwi1J9T14ufojudXZ2ph9TSwKMTLCWJFtCgtKaP2eOXnntNe3et/eypAQIm9bWVrW0pPoYNzY2Oo7mEpuVmowurlS/k+Av0auNMX4H6BcL7NsBRE5eSYlSw6N9SZKMMQ8oNTHQLd7z35b0cnHDqwwzZsxwHQIQGX4nd2Zyd2PhvNTM7nR2RxRUapPqjEQjPaqRN4LSOq/PRlzSsuAEeUA1y3dI4BOBxyuV6iyTrQwAstqzZ48kaf78+Y4jqU7z56SGBd7X0aH+/n7H0QBV5xa/k7LfoVwVMkcE4Fq+NSXxwONb/KGCASAXfX192uf9Qk9S4sakiRM1fdo0dR85ojfeekuzZ850HRJQTR7xOkT7I5smlDFyE1Ct8k1Kphhj7pX0O5IelyRjzCRJD6gCJl0BUB4n/u77Or/nYN7bdfQc1elf7NFVsUk688j/0pnih4YczJ8zR91Hjmj3vn0kJUAZeSMm0YcEyCKv5lvW2q8pNSfJY9ba3/ESkvu91xIliA9ABSokIZGkfce7JUlzp0wbdt36mVcV9B4YHv1KAACVJt+aEllrnww8Pinpa5JkjPlgEeMCEAL5Dtnb/Vd/qdEn39SyT/1HTbvvvhJFheEsmJvqV7J7/17HkQAAkJJ3UuIlH9nGkVwp6TsjjghAZPm/zPs3xXBj9rUzVVtbo7c6u3TmzBmNHz/edUgAgCqX7zwlf+093K/LZ6SM7IQDzOgOjNzJU6d0uLtbo+vrde3VV7sOp6rV1dVpzuyEdu/dq9379qnppptchwQUxMWM7gBKI98hgTdba3/HWvsla+3XgosunRgoUhobG9NLW1ub63CAUNqzP1VLMjeRUE1NjeNosHBuql/Jrn004UJ4tbW1pb+fAYRb3s23BhPsaxI1zOgOjJzfdMvvZA23Fs6bp+//UNrpzRsDhFEFz+gOIE/5JiX7jTH3ZpufxBjziLX2s0WKq6Iwozswcv7NL/1JKsMib56Yvfv3y1orYyLbAhcRRpNqIDryTUq+LinhDQXcEXjdSJotKZJJCYCR6e/v1979+yVJC+cxaWIlaJg8WVOnTNGx48f1xltvaeY117gOCQBQxfLtU9IjaamkBknLMpZvFzc0AFHx+ptv6uy5c7py+nTFJ01yHQ48fm0JTbgAAK7lW1Oy2lp7IFuBMWZNrjsxxrR4D+dIikta481yGizv8Z4mrLWPZtm+ZOUAimvX3lRnavqTVJaF8+bpmeee0669e/Ue5o0BADiUV1JirT1gjPkvSo20tdVa+2GvKdcqa+3Xc9mHMabFWrsh8HylpK1KJSjphMFau8l7njDGrLfWri5HOYDi27k39Uu8P+ITKgMjcAEAKkVezbe8hERKNeHaIKVmdbfWfj2XGd2NMQl5yYfPSw4avOREStXGbAqUd0hqDmxS6nIARebXlPjNhVAZZs+cqfq6OnUdOqTkaeZ6AAC4k2+fkg5vjpKTkmxGWa5Dt7Rkea1HqcQkLqkpS3mvMaa51OW5BA8gPyd6e9V95IjGjB5NZ+oKU1tbq7mJhKSLiSMAAC7k26ckmIhkJiGTh904VSuRbb2EpC3ev71Zynu8sp4Sl2cVnNE9E8MRAkPzb3bnz52rUaPy/R0EpbZw3jzt2L1bu/bu1UzXwQDDYAZ3ILryvUOYY4y513ucTlC8plvxQgLw+ni0W2u3KTWqV0+W1Xq9/Ze6PKvgjO6ZCzO8A0PzR3ai6VZl8s8LNSUIg+AM7pkLgHDLt6P7l4wxf22M2Sipx5tsq0HShkImTvT6mKy21i7Nd9tyCs7onolaEmBofidqRt6qTP68MXv371f/9deohtosVLDgDO6ZSEyAcMu3+Zastb9jjFmni30z2r0+JoVYJylzHMqGLOvFy1h+GWZ0Bwpz4cIF7T+Qmmd1wRxmcq9EkyZO1PRp09R95IjeOtmjmZOnug4JGBRNpoHoyjspkVJDA0vKOl9JrrzE5pL5SZTqVxLPsnqDpG1lKAdQRB2vH9SFC326unGGJkyY4DocDGLR/PnqPnJEe48fISkBADiR75DAszKezzbG3GeMudcYMzGP/bRIWu91fPdfa/YSlA5vlKyguLW2vdTlucYPIDfp/iTz6E9Syfz5SvYd73YcCQCgWuXbeHhl8Im19oC19klr7VPKca4Pb+jdLX5CYoyJZwzHu06BYYONMU2S2stYDqBImJ8kHPz+PntJSgAAjhTUfGsQt0j6zlAreB3bN3uPM4snS5K1doMxpsVLVOKSEsHZ1ktdDqA4rLXa5dWU0Mm9ss285hqNGT1aR04nders25ruOiAAQNUZNikxxnxI0gqlZnFPGGM+nLHKZG9ZM9y+vNqRYSdZtNZucFkOYOSOHjumnt5exSZMUONVDBZRyWpqajRvzhxt2blf+453ixQSAFBuwyYl1tpvS/q2MWalpGWS1mdZZ0Sd3gFEj990a8G8edlqRlFhFs6bpy36sfYc79Z/cB0MAKDq5Nx8y1q7yRhzohoTkOCM7gxHCOQmPT/JXH53DwO/38+eY/QrQXgwwzsQHXl1dLfWPjlYmTereyQxgzuQv530JwmVRfPmyxjpQM9RnT9/3nU4QE6CM7wDCLe8O7p7ycctmS9L+pCG6egeVsEZ3aklAYZ39uxZHXj9oEaNMpo/Z47rcJCD8ePH6+qJDXrzZI/27t2r66+/3nVIwLCCM7yTmADhlldSYoz5a+/hfkm9mcXFCKgSMaM7kJ89+/drYMAqMWuWxowZ4zoc5Gj+1Ol682SPduzYQVKCUKBJNRAd+daUbPY6vl/GGNOR7XUA1Wf77l2SpOsXLnQcCfKx4Iqr9OT+ndq+fbtWrVrlOhwAQBXJd/LEQQ3V3wRAddm+K5WUXDd/geNIkI/5U1MzlOzatUsDAwOOowEAVJN8k5L9xph7sxUYYx4pQjwAQq6vr0+7veGAqSkJlynjJmjq+Ak6c+aM3njjDdfhAACqSL5JydclbTLG9Btj9gaWfZIeLEF8AEKm4/WDOnf+vK668krFJ01yHQ7yNH/qlZKkHTt2OI4EAFBN8k1KepSa2b1BqYkUg0vWviYAqsuO3bslSdcvoOlWGPlNuLZv3+44EgBANcm3o/vqwSZPNMasKUI8AELO709C061wmj/1SulMl7Zv3y5rrYyJ7MCKAIAKku/kiYPO5l6NM70DuJS1Nj1pIp3cw+nqiZM1YcIEHT9+XEePHnUdDgCgSgyalOTbcd0Y8wcjD6cydXV1pZdkMuk6HKBivdXVpVPJpBricV05fbrrcFAAY4wWLVokiSZcqHzJZDL9/Qwg3IZqvrXaGBPPY1/3S/rTkYVTmYKzxD700ENau3atu2CACuY33Vq0YAHNfkLsuuuu04svvqgdO3boXe96l+twgEG1tbXp4Ycfdh0GgCIYrk+J0eUzt2cTH3EkFayzszP9mJljgcHt2ON1cqc/Saj5s7kzAhcqXWtrq1paWiRd+gMigPAZKinZYK39w1x3ZIzZX4R4KtKMGTNchwCEQrqT+wKSkjCbO3eu6urq9MYbbyiZTPJjDCpWLBbj/ycQEYP2KcknIfHW/9LIwwEQVseOH9fRY8c0ftw4zbzmGtfhYATq6uo0f/58SdLOnTsdRwMAqAb5zlMCAFn5tSQL5s3TqFH8aQm76667ThJNuAAA5cGdA4Ci2L6bpltRQlICACgnkhIARZGeyX0h85NEwaJFi2SM0d69e3X+/HnX4QAAIo6kBMCIJU8n9cZbb6murlbzEnNch4MiGD9+vGbNmqW+vj7t8prmAQBQKiQlAEbMn8V9XmKO6urqHEeDYlm8eLEk6Re/+IXjSAAAUUdSkgNmdAeGlh4KmPlJIoWkBJWOGd2B6CApyUFjY2N6aWtrcx0OUHFe85KS6xbQnyRKrr/+ehljtHv3bp07d851OMBl2tra0t/PAMJtuBndIWZ0B4Zy5swZ7evoUE3NKEbeiphYLKbZs2ero6NDu3bt0k033eQ6JOASzOgORAdJSQ6Y0R0Y3I49u2Wt1bw58zRmzBjX4aDIFi9erI6ODv3iF78gKUHFYUZ3IDpovgVgRF7dnprHYvGiRY4jQSnceOONkqRXX33VcSQAgCgjKQEwIq/u2C5Juun6GxxHglLw+5Xs3btXZ8+edR0OACCiSEoAFCx5OqmDb7yh2toaLZw3z3U4KIHx48drzpw5zFcCACgpkhIABfvFjp2y1mrB3Hmqr693HQ5KxB8amCZcAIBSISkBULBf7Ez1J7npBppuRRnzlQAASo2kBEDBXt2e6k+yeNF1jiNBKV133XX0KwEAlBRJSQ6Y0R243Mmzv9SbnZ2qr6vTgrlzXYeDEho/frzmzp2r/v5+7dixw3U4QBozugPRQVKSA2Z0By6388ghSdKiBQtUW8uUR1FHEy5UImZ0B6KDpCQHnZ2d6aW1tdV1OEBF2HEk9cvkjddd7zgSlIM/XwlJCSpJa2tr+vsZQLjx82YOmNEduNzOI13StIm68Xr6k1SD6667TqNGjdLevXv19ttva+zYsa5DApjRHYgQakoA5O34L0/r8OlTGjtmjObOTrgOB2UwduxYzZs3TwMDA9ruDXAAAECxkJQAyJvfn+S6hQtVU1PjOBqUC/OVAABKpezNt4wxcUn3S1phrV2VUdYsabWkRyT1SlopqddauyGwToukHu9pwlr7aMY+RlQOYHg70/1JaLpVTW688UZt2rRJr7zyiutQAAARU9akxBjTJCmhVFKQrc1H3Ht9q1JJyYZg0uAnFNbaTd7zhDFmvbV2dTHKAeRmx1E6uVej66+/XnV1dero6NDJkyc1adIk1yEBACKirM23rLXbvISgY4h1llprjbV2srV2TUbxaj+h8NbtkNRcxHIAw+ju7taxM6c1rq5es2fOdB0Oyqi+vl7XX59KRF966SXH0QAAoiQ0fUq8Zl9NWYp6jTHNIy0vWqBAxPk3o9dNm6FRo0LzJwRF0tSU+jNKUgIAKKaKGxLYSxDiSjXfago030p4r2Xym4L1jLB8UEPNFMtwhKg227ZtkyQtvvJqx5HAhZtvvllSKimx1soY4zgiVJNkMqlkMuk6DAAlUGlJyTYp3axKxpgeY8xma+0KSQ262EE9qFepJGak5YMaaqbYhx56SGvXrh1qcyAy+vr69PLLL0siKalWM2fOVENDg3p6evT6669r1qxZrkNCFWlra9PDDz/sOgwAJVBRSYmfjASebzPGLDPGOJ0IYaiZYqklQTXZvXu33n77bV0Vm6QrxvN/vxoZY3TzzTfrySef1EsvvURSgrJqbW1VS0tL1rKhfkAEUPkqKikZhN8ZvUOp2o5M8cDjkZZnxYzuQIrfdOvGK69xHAlc8pOSbdu26QMf+IDrcFBFaDINRFfF9FL1huc9McQqW5Q9gWhQqtnXSMsBDIP+JJCkJUuWSJK2b9+u8+fPuw0GABAJFZOUeB7J8lpCUru1tldShzeKVlDcWjvi8pEGDkTdyZMntW/fPtXV1WnhFVe5DgcOTZo0SYlEQhcuXND27dtdhwMAiABXScllzai8/iS9wdeMMSslPR7oa7JOUkugvElSMKEYaTmAQfhDwF5//fUaXRuGlp8oJYYGBgAUU1mTEq+J1oOS1khqMsas82ZZlyRZazcYY1q85UFJieBs69baDbo478hKSc3FLAcwOL/p1tKlSx1HgkrgDw3s/78AAGAkyvpzp1fj8ai3DLbOhmH2UdJyAJez1qZ/EW9qapJefN1xRHBt0aJFGj16tF5//XX19PSooSHbOCIAAOSm0vqUAKhABw4cUG9vr6ZOnaprrmHkLUh1dXW68cYbJdGECwAwciQlAIblN9G5+eabmcEbacHZ3QEAGAl6q+agq6sr/Zgx0lGN/KTE79wMSJcmJdZaElaUXTKZVDKZdB0GgCKgpiQHjY2N6aWtrc11OEBZvf3229qxY4eMMen5KQAp9bfxiiuu0KlTp7Rv3z7X4aAKtbW1pb+fAYQbSUkOOjs700tra6vrcICyevXVV9Xf368FCxZowoQJrsNBBTHGaNmyZZKkF154wXE0qEatra3p72cA4UZSkoMZM2akF5puodrQdAtDue222ySRlMCNWCyW/n4GEG4kJQAGZa1N32ySlCCbxYsXa8yYMero6NCxY8dchwMACCk6ugMY1IEDB3Ts2DE1NDRo/vz5rsNBmXR/7it5rT/v6Nva0nlQT/z/PqfmudcNuW79/Fma/PH3jyQ8AEAEUVMCYFA///nPJUm33norIytVgfrZhXUWbpoxU5K0rWv4STXP7zlY0HsAAKKNmhIAg3r++eclXew3gGiL//q9BW3XfOqUvvH/dKijZpRiv7NSY8eOzbrekS9/cyThAQAijJoSAFkdOXJEHR0dGjNmTHrmbiCbSRMnasG8eerr69dLv/iF63AAACFEUgIgK7+WZOnSpaqvr3ccDSrdrTenBkJ4fttWx5EAAMKIpCQHXV1d6YWZY1EtaLqFfNy2dKkkactLL6m/v99xNKgWyWQy/f0MINxISnLAjO6oNmfOnNFrr72mUaNGpSfHA4Zy9YwZunL6dCVPn9auvXtdh4MqwYzuQHSQlOSAGd1RbbZs2aL+/n7dcMMNTBiKnBhjdFtTqrbkBZpwoUyY0R2IDpKSHDCjO6qNPxQwTbeQj1ub/H4l2xxHgmrBjO5AdJCUALjEhQsXtGXLFknS7bff7jgahMmi+fM1Yfx4dR06pM5DtPEHAOSOpATAJV599VWdPXtWs2bN0rRp01yHgxCpra3V0iVLJEkvUFsCAMgDSQmAS/ijblFLgkL4/Uqe82rbAADIBUkJgDRrLUkJRmTpTTepvq5Ou/bs0bHjx12HAwAICZISAGl79+5VT0+Ppk6dqkQi4TochNDYsWPTTbie+flzboMBAIQGSQmAtKefflqStHz5chljHEeDsLp7+R2SpGe8UdwAABhOresAwiA4U2wsFmNYYETSwMCAnnnmGUnSPffc4zgahNmyJUs0ZvRo7evo0OHubl05fbrrkBBRyWRSyWTSdRgAioCakhwwozuqwfbt29XT06Mrr7xS8+fPdx0OQmz06NG6xZuz5GdeHyWgFJjRHYgOkpIcMKM7qsFPf/pTSdLdd99N0y2M2N3Ll0uSnn7u3x1HgihjRncgOmi+lQNmikXU9fX16dlnn5WUSkqAkWq68SaNHzdOB994Q52HutR4FX9HUXw0qQaig5oSAHrppZd0+vRpzZw5UzNnznQdDiKgrq5Oty1dJokO7wCA4ZGUALik6RZQLHctT8118/Rz/y5rreNoAACVjKQEqHLnzp1LT5hIUoJiuun6GxSbMEFvdXbp9TffdB0OAKCCkZQAVe6FF17Q2bNntWDBAl155ZWuw0GE1NbWavktt0hiIkUAwNBISoAq5zfdYm4SlEJwIkWacAEABkNSAlSx06dPa+vWrTLG6B3veIfrcBBBNyxapPikiTrc3a0DJ465DgcAUKFISnLQ1dWVXpg5FlHy3HPPqa+vTzfeeKMmT57sOhxE0KhRo3T38jslSU8f2O04GkRNMplMfz8DCDeSkhwwozui6t/+7d8k0XQLpbXine+UJP37G/t0rq/PbTCIFGZ0B6KDyRNzEJwplkmaEBWHDh3Sq6++qvr6et1xxx2uw0GEzbzmGs2fO1e/6HhLL751QNe6DgiR0draqpaWFkkiMQFCjqQkB8zojij68Y9/LEm66667NH78eMfRIOre/c536Rc//jf99MAufch1MIgMZnQHooPmW0AV6uvr0+bNmyVJv/Irv+I4GlSDu26/XaNra7Xr6OFLap8BAJBISoCq9MILL+jkyZO69tprtXDhQtfhoAqMHTtWt1+TkCS1t7c7jgYAUGnK3nzLGBOXdL+kFdbaVVnKWyT1eE8T1tpHy1kOVIMf/ehHkqT3vOc9MsY4jgbV4p7ZC/XTA3vU3t6u3/zN31RtLS2IAQApZa0pMcY0SWpWKilIZClvkdRjrd1krd0kaZMxZn25yoFq0N3drZdeekn19fV6pzcqElAOc6dM04yJcfX29mrLli2uwwEAVJCyJiXW2m1eMtAxyCqrvXJ//Q6lkphylQOR53dwv/POO+kgirIyxuidsxdIuvj/EAAAqYL6lHjNupqyFPUaY5pLXV5Y1EC4BDu4v+c973EcDarRnTPnqba2Vlu2bNHx48ddhwMAqBCV1KA3Iak3y+t+U6+eEpcDkXLi776v83sOXvLalrcO6PBz2zRjYlwN3/qxus1mN8Ghak0cM1a33Xabnn32WT355JO6//77XYcEAKgAlZSUNOhiB/SgXknxMpQPqqura9AyxkhHpcpMSCTpJx27JEnvSiwccQf3+plXjWh7VK93v/vdevbZZ/WjH/1IH/rQh1RTU+M6JIREMplUMpl0HQaAEqikpKRiDTVL7EMPPaS1a9eWLxggT9M+8zFJ0pGjR7Vn6480YcEsfeBLf6TYBJJpuHHzzTersbFRnZ2devbZZ3X33Xe7Dgkh0dbWpocffth1GABKoNKSkoYsr8XLWJ7VUBN9UUuCsPinJ56QtVZ33HobCQmcMsbo13/91/WXf/mX+u53v6u77rqLoamRk9bWVrW0tGQtG+oHRACVr5KSki3KniA0SNpWhvJBzZgxY6hioOKdPn1aTzz1pCTpA+99n+NoAOnee+/VN7/5Te3bt0/bt2/XDTfc4DokhABNpoHoqpjRt6y1vZI6vFGyguLW2vZSl4/8CIDK9a/t7Tp77pxuuuEGJWbNch0OoPr6er3vfakE+bvf/a7jaAAArrlKSrI1o5KkdZLS9bLeZIvtZSwHIuf8+fP6pyd+KEn60K/+X46jAS563/vep7q6Or3wwgtDNpMFAERfuWd0TxhjHpS0RlKTMWadN8u6JMlau0EX5xVZKanZWru6XOVAFD31zDM6eSqpxKxZuokmMqggkyZN0n333SdJ+t73vuc2GACAU2XtU+LNoP6otwy2zoZh9lHSciBKBuyAvvMv/ywpVUtCZ2JUmve///360Y9+pKeeekof/ehHNWnSJNchAQAcqJg+JQCKb2vn6zrc3a1pV1yhO2691XU4wGWuvvpq3XLLLTp//rz+9V//1XU4AABHSEqAiLLW6p93vSwpNeIWE9ShUn3gAx+QJP3Lv/yLzp8/7zgaAIALJCU56OrqSi/MJIuw2HX0sDp6jmliLKbme+5xHQ4wqBtuuEFz587VyZMn9cQTT7gOByGSTCbT388Awo2kJAeNjY3ppa2tzXU4QE78WpJf/ZVf0ejRo90GAwzBGKOPfOQjkqTHHntMZ8+edRwRwqKtrS39/Qwg3EhKctDZ2ZleWltbXYcDDOu1117Tq4ff0ujaWr23udl1OMCwbr31Vi1YsEAnT57U97//fdfhICRaW1vT388Awo2kJAczZsxIL8wki0pnrdXf/M3fSJJ+dcFNmhib6DgiYHjGGH384x+XJH3nO9+hqSxyEovF0t/PAMKNpASImGeffVZ79uzRpDFj9Z4Fi12HA+Rs8eLFuvnmm/XLX/5SGzdudB0OAKCMSEqACOnr69M3vvENSdIHr1+qMbV1jiMC8vNbv/VbklIjcR0/ftxxNACAciEpASLkiSee0KFDh9TY2Kh7Zi9wHQ6Qt7lz5+od73iHzp8/r3/8x390HQ4AoExISoCI+OUvf6n/83/+jyTp4x//uGpGcXkjnD760Y9q1KhR+vGPf8xQrwBQJbhrASLiu9/9rk6ePKlFixbp9ttvdx0OULDGxkY1NzdrYGBA3/zmN12HAwAoA5ISIAJ6enr03e9+V5L0yU9+UsYYxxEBI/Mbv/Ebqq+v189+9jNt27bNdTgAgBIjKckBM7qj0n3961/XuXPndPvtt2vRokWuwwFGbOrUqfqP//E/SpL+6q/+SufOnXMcESoRM7oD0UFSkgNmdEcle/755/XMM89ozJgxeuCBB1yHAxTN+9//fs2aNUvd3d10ekdWzOgORAdJSQ6Y0R2V6syZM/qrv/orSamhVKdNm+Y4IqB4amtr9elPf1rGGH3nO9/RwYMHXYeECsOM7kB0kJTkgBndUan+5m/+Rj09PVq4cKHe9773uQ4HKLr58+frfe97nwYGBvTVr35VAwMDrkNCBWFGdyA6SEqAkHr11Vf1xBNPqLa2Vr/7u7+rUQwBjIj62Mc+pilTpmj37t364Q9/6DocAEAJcBcDhNC5c+f0F3/xF5Kkj3zkI7rmmmscRwSUzrhx47R69WpJ0t/93d/p2LFjjiMCABQbSQkQQt/61rd0+PBhzZo1Sx/60IdchwOU3PLly3Xbbbfp7bff1pe+9CX19/e7DgkAUEQkJUDIvPDCC/re974nY4x+93d/V7W1ta5DAsri05/+tBoaGrRjxw4mVQSAiCEpAULk0KFD+rM/+zNJqdG25s2b5zgioHwmTZqkNWvWaNSoUfr2t7+tF154wXVIAIAiISkBQuLs2bP6kz/5E505c0bLly+n2Raq0nXXXaePf/zjkqQvf/nLOnLkiOOIAADFQFKSA2Z0h2vWWn31q1/VwYMH1djYqN///d+XMcZ1WIATH/jAB3Trrbfq9OnT+uIXv6gLFy64DgmOMKM7EB00Rs9BcKbYhx56SGvXrnUXDKrSP//zP+unP/2pxowZo8997nMaN26c65CAgnV/7isj3sdvnh+tnW8e1Wu7DujPdrypjzfdqdELZmvyx99fhAgRFm1tbXr44YddhwGgCEhKchCcKZbJE1Fur776qv7X//pfkqTf+73fY/hfhFb97EadP1CcmbfH14/Wp5c364+f+oGe3L9Tk8eO1/upPaw6ra2tamlpkXTpD4gAwoekJAfMFAtXdu3apT/+4z9Wf3+/PvCBD+gd73iH65CAgsV//d6i7m+apM++7w596at/oU2vbdH4+tH6zaK+AypdLBbjx0IgIkhKAEdO/N33dX7PwUHLD/Qc1SM//Re9feGC7pw5V+/dd6oozV6AKHnH7bfr9Jkz+vJ/e1jfeOlZXfP007r77rtdhwUAyBMd3QFHhkpI3jzZo0ef/qHevnBBt149Ww/cck9BHdvrZ141ggiBcHjPfffp/sW3yFrpz/7sz7RlyxbXIQEA8kRNCeDYtM987JLnnYe69JU//u+6cPUVuvPmm/Vff/8zTJAIDONXF96k0+fP6cn+pB555BH90R/9kZYsWeI6LABAjqgpASrI3v379bn/8T/Ue/KUbrrhBv3h7/4eCQmQA2OMPnLjrXr3u9+t8+fPa+3atWpvb3cdFgAgRyQlQIX42c9/rs/+8X9XT2+vFl93nT73mf9X9fX1rsMCQsMYo//8n/+zPvjBD6q/v19f+cpX9Pd///ey1roODQAwDH6CBRyz1uqx731X/7BpkySp+Z579P986j9RQwIUwBijT37yk5o+fbr++q//Wv/4j/+o7u5uffrTn1ZdXZ3r8AAAg+CuB3DofH+f/vQvv6pnnntOxhh96jd/U7/2nv/AbO3ACL33ve/VFVdcoUcffVQ/+clP1N3drdbWVk2bNs11aACALGi+lYOurq70kkwmXYeDiNhz7LD+24+/o2eee05jRo/Wf2tt1fv/w3tJSIAiueWWW/TFL35RDQ0N2rFjhz796U/rySefpDlXhCSTyfT3M4BwIynJQWNjY3ppa2tzHQ5C7vz58/rf//t/63/85J90KHlSVzfO0KNrH9YtNze5Dg2InDlz5uh//s//qeXLl+uXv/yl/vzP/1yPPPKITp486To0FEFbW1v6+xlAuBl+MRqcMcZKUmdnZ/o1Zo/FSOzcuVNf+cpX1NnZqfO7D+hXF96k1ev/jLbuwAgd+fI3JUnTv/B7WcuttXrqqae0fv16vf3224rH4/rUpz6ld77zndROhlgymUy3YPATE2stJxQIIZKSIfhJCZ9RdRpuxvV8vNF7XN9+bau2db0uSWqcOFktt96jRMMVl81TAiB/wyUl6fWOHNGXv/xlvfbaa5Kk2bNn65Of/KRuvvnmkseI0vKTS5ISIJzo6A4MohgJSffpk/r2a1v18zf3y1qpvqZW712wWL+26GbV1dQw4zpQZtOmTdOf/Mmf6KmnntK3vvUtHThwQJ///Oe1ZMkS/dZv/ZbmzZvnOkQAqEoVl5QYY5olrZb0iKReSSsl9VprNwTWaZHU4z1NWGsfzdjHiMqBoHxrMqy1+sWOHfrhk+16bs8LGqi1Gjdvpt5zX7NW/dr7NTkeL02gAHJijNF9992nu+66S//0T/+kjRs36uWXX9bLL7+sRYsW6Vd/9Vd1xx13MCw3AJRRJf7FjUtKSNqqVFKyIZg0+AmFtXaT9zxhjFlvrV1djHKgUMnTST31zDP64ZNPquvQIUmpm5/me+7RRz7wQU274grHEQLR1/25r+S1/jskLbn6Zv1g18v6t45dennXAb383X/VpDFj9a7EQr1j1jxNnzBJklQ/f5Ymf/z9JYgaAFBxfUqMMSv9hGGQ8q3W2qUZr+231s4pRnnG6/QpqXDF7PcxmKFqSo4eO6afb92i57du1fZdO9XfPyBJaojH9e5779W73/kuTZ0ypaTxAZB6v/eUzh/oHH7FIZztu6BnX9+rzXt3qPPUifTr18YbdEvjbN1yzWw1/cXaEUaKUqFPCRBulVhTMihjTFxStnFTe71mX1tGUm6tbS9asCFRjpv6Uv66WPLYM/p8nEqe0s49e7R91269sv01HXj99XTZqFFGTTfdpPfce69uublJNTU1JY0NwEXxX7+3KPu5VtJHrNVrO3fqiZ88pRe3bVP32bP69vat+vb2rZrV0qXFixfrhhtu0A033KArqAEFgKKoyJoSpZptxb1/m/zmW8aYJklPWmsnZ2yzWdJGpZKOgsuD/Va810tSU5Jv8wIMr9gjWFlr1XvypF5/8029/tabOvD6G9q9f686uw5dst6Y0aN184036vZly7RsyRLFJjBcNBAlFy5c0Muv/UI/fvSvtK3rdV1IzLikfNq0aZo3b55mz56tWbNmafbs2briiisYZtgBakqAcKvEmpJtkmSt7ZAkY0yPMWaztXaFpAZd7KAe1KtUEjPS8qyGmik2CvOW1M+8SvEPNpdk38VoUjGcQkawstYqeTqpE70ndaK3V0eOHVP30SM6fOSIuo8e1eHubp3yxr6/5L3q6jR/7lwtmj9f1y9YqBsWLVJ9fX0xDgNABaqrq9MtNzdp5q33qH9gQK/3Hteuo4e06+gh7T56WG/uOqA3n37+km3G1NZp2oSYpk+YqCvGT9S0CTE1jJ2gyWPHadKYsZo0ZqxGmcvnLqbPyvCC85IAiJaKS0r8ZCTwfJsxZpkxJuEqpqFmin3ooYe0du3avPY3/Qu/J3v4iFQFI7sU0qTCWquBgQENDAyov79f/f39GrAD6uvrV19fX2rp79eFCxd0oe+Czp07r30vv6Tz5y/o3PlzOnv2nM6eO6tfvv22zp49p9Nnzuj0mdPev2eUTCZ1Mnkq3f9jMOPGjtW111yjWddco5lXX6O5idmaM2s2I/IAVah+dqPOH+hUouEKJRqu0HsX3KgBO6C3Tp7QG73H9cbJHr3Z26M3eo/r1LmzeqO3R2/0ZvsNTDJGitWP0YTRYzS+frRi9WM0vr5eY1+q1/RRpzR27Nj0Ul9fr9GjR6u+vj691NbWqra2VnV1daqtrVVNTY1qampUW1urUaNGadSoUaqpqYlkbU1bW5sefvhh12EAKIGKa76VjTFmq6T1kjqUamaVrfnVZqVqWQouzzJ08GUzumcqpKbkM5/5jE52d0tZfilzJaf/BxnrBLe55LGsrLXp16xV4PHF1wcGBi4mIHbAe16+gQUmjB+veHyS4hMnaeqUKZp+xRW6cto0Tb9imq6cNk1TGhoi+aUOoHSstTp95rQOdXfrcHeq9vXwkW719Paq58QJneg9oZOnLv+l/1zHWyWJZ5Qx6UUyMib1mpFJl0uppk/+X7vg371LHmc8H0y2NTK3u/mqa/Vffvh4PociaeiaEmZ0B8Kton7y9WpDtmYmDQFblL2ZVYNSCcdIy7OaMWPGYEUFOXr0qE4eP37ZTT4uMsaoZpT/619N6pe/UTXpXwhTvw6OUn1dverr6lK/IHr/jhs7VmNGj9bYMWM0dsxYjR83ThPGj9eE8al/Y+MnaNLEicM3u+rvL8/BAogMIyk2ZqxiM2dp/sxZWdfp6+vTqWRSp8+c0anTqX8PbX5Oyc5DOnvhgt7uu6CzfRd0ru+Czvf36Xx/vy709+tcv1dLPNCv/oEB9Q30q29gQP0DAxqwVv324uMB/8efwONKcurc2YK2i0KTaQDZVVRNiZeUrMxSY3FC0lJrbYcxZr/3uDdQHhzyd0TlGe9bko7uR44cKfsww4X84p9tm6H2YwK/uPn/+kvwuSSNGjVKxpj0v/5jf8QqaigAYGSstanmr16ttL8En0upWmt//eDr/mvBf7O9x1DPBzN69GhNmjQp72MaCh3dgXCrqJoSL+noDb7mjcb1eKCvyTpJLZKCI3IFh/IdaXnJTZs2rZxvBwCoQsYY+sABCI2KqinxebOuS15Tqyw1Jy1K9S+JS0oUuzywHpMnAgAQAtSUAOFWkUlJpSApAQAgHEhKgHCrnOGfAAAAAFQlkhIAAAAATtEDLgfBGd0ZjhAAgMrADO9AdFBTkoPGxsb00tbW5jocAACg1Azv/vczgHAjKclBZ2dnemltbb2sPJlMau3atVXxaw3HGk0cazRxrNHEsV7U2tqa/n4GEG6MvjWEXEff6urqUmNjozo7O4s++3ul4VijiWONJo41mjjW7Bh9Cwg3akoAAAAAOEVSAgAAAMApkhIH8m0PXMr1S902uZKOtZD181FpsXOsxVFpsXOsxVFpsXOsAKqetZZlkEWSTX1EQ+vs7LSSbGdn57DrVtr6lRRLpa1fSbGUev1KiqXU61dSLKVev5JiKfX6lRRLqdevpFhKvX4+6wa+s53fP7CwsOS/UFMCAAAAwClG3xqCP/oWAAAIB8voW0AoUVMCAAAAwClqSgAAAAA4RU0JAAAAAKdISorIGJNwHQOA3HC9AuHB9QpEX9U13zLGxCXdL2mFtXbVIGWSFJc0R9I6a21HjttvlrRO0hZrbW+O8TRLWi3pEUm9klZK6rXWbsjrwLLve6hY/TJp8GNt8R7O8dZZEzwur7zHe5qw1j6aQ0x5b5OLMh3roOVZ4gnleS007jCe1yhdr3l8FqG/XotxPWeJJ5TnNUrXaw7lFXW9AigB12MSl3OR1KTUH6WVkrZmKV8vKR543izpRB7bn5A3TnrGcmKImFZK2uqvp9Qf4Uo41pYsce4PlktaGXiekLR+mJjy3qZSjnWo8oid17zjDvF5jdL1OuxnEaHrdUTnPWLnNUrX63DlFXO9srCwlGZxHoCTg0798cz2R3OrpObA84T3xyye4/YPZlk3IalpiFhW5hp3uY7Ve3zZH2/vj/pKf/ss5cN98ee9jetjzeWziNh5zTvuMJ5X73Ekrtdcy/M9R5V4Xotx3iN2XiNxveZYXnHXKwsLS3EX+pQEWGuXWmvbAy8llKrq7R1uW6/qeVOWdZustduKFmSR5HCsLZdvpR5JDd6xNmUp7/Wqyy9TyDbFMpJjzbG8YhThWPMS1vMatet1qPKoXa/l/j9eSkU41ryE9byG7XoFUJha1wFUuDWSHshlRe+PZW/wNWNMi82h7ar3ZRD3tm+yRWrfm6f0sdpUG97JWdZJSNri/dubpbzHK8umkG1KJedjzeGzGFQIz6ukvOMO63ntVUSu1xzKI3O9Dlcepes11/IoXK/DlUfgegWQA5KSLIwxKyWtUKoZQPtw6w+yj4SkjmFXlLZJ6S9TGWN6jDGbrbUrCnnffOV6rF7HyHZr7Tbvj3xPltV6lfrjn01DAdsUVSHHWki5J3Tn1Xsp37gjcV6jcr0OUl7IOar481qs69kTxvMqRfB6zeW8huV6BZAfmm9lYa3dpNSvNKu8P5CFWJ1LQmOt7bCBUWO8L85l5Rr+MJdj9WJZHfY/5MU41lw/i7CeV9dxF6JI/4cjcb0W6W9XRSjGsUbleh2s3HXchSjS/+FQXK8A8kNSMghrba+1drWkrxljsrXBHZS3fnwEb9+h1MgjZZHDsa6TdF/Ga9naZ8eHeatCtimqAo81n/KhhOG8ZjNc3KE+r1G7Xgcpj+T1WsT/49mE4bxmE/rrdajysF2vAHJHUuIxxsQDY9sHdUj6cJ67Wy1pfw7vmTDGnMhz3yOWz7EaY9bp8jH+tyj7l0KDvOryLArZZsSKcKw5lwfWC+V5LTDu0J9Xhfx6zeGziMz1WuTz7q8XyvMapes1z+/fir5eARSOpOSiZqV+VcsUl3S8gH3l0t5VSk3qlCkhqaC+LDnK6Vi9L4n19tJJyZq9L/kOkxoR5ZLtB6tSL2SbIhnRseZankXozqv3MK+4w35eA/sK8/U6ZHnErtdinveg0J1X73FUrtd8vn8r/XoFUKBqTUqyVV+3K9WONc1rd9ogKXOEj+GGlsw6won3y81G/wvB+8LszVhnpaTHg1+mI1TQsXpf4P7oU/4vXcEv9XUKDL3pVam3B/cXPNZctimCkhxrDuWROK+5xB2l8xoQ9us1l79dUblei3E9R+K8Rux6zef7t5KuVwBFZKy1rmMoG++PnD+yR7OkR5WaNGpDRrmU+mO2VKkRQDpy2T7wPvslrcj8w+d9MW6UtDTjFzz/CyIuSbYIQxaO5Fi9ssGqxyf7zSG8uDu8uBPBuIc51qzbVOKxKvWlOORnEdHzmjXuqJzXjGZrob5ecykPxB3q63W48lzOe0TPa9a4o3JeM97H+fUKoDSqKikBAAAAUHmqtfkWAAAAgApBUgIAAADAKZISAAAAAE6RlAAAAABwiqQEAAAAgFMkJQAAAACcIikBAAAA4FSt6wAqmTGGSVwAAAgRa61xHQOA/FFTAgAAAMApkpIcWGuHXDo7OyVJnZ2dw65baetXUiyVtn4lxcKxcqwca3hi4VjdHCuAcCMpAQAAAOAUSQkAAAAAp+jonoOurq7041gsplgsNqL9xWIxPfTQQznvp5Tr57vvfFXSsRayfj4qLXaOtTgqLXaOtTgqLXaOtTDJZFLJZHLE+wHgnqEd5uCyjb710EMPae3atZe81tXVpcbGRnV2dmrGjBnlCs8JjjWaONboGeg+rl2/9n/r+hc2avutq7TwB/+fRk2f4jqskqmW8ypxrEFr167Vww8/fMlrltG3gFCipiQHfkc7SSWrUQCAYjq5qlV9W3dIkvq27tDJVa2a/PTfug0KKLLW1la1tLRIkhobGx1HA2AkSEpyEPVfogBET9/Lu6X+/tST/v7UcyBiitGkGkBloKN7EZS6X0Yl4VijiWONntolCzShpk5/oGmaUFOn2iULXIdUUtVyXiWOFUA00adkCH6fEj4jAGEz0H081YTr5d2qXbJAkza2RbpPCWBMqisJfUqAcCIpGQJJCQAA4UBSAoQbzbcAAAAAOEVSAgAAAMCpihx9yxjT4j2cIykuaY21tjejvMd7mrDWPppl+4LLAQAAAJRPxSUlxpgWa+2GwPOVkrYqlaCkEwpr7SbvecIYs95au7oY5QAAAADKq6I6uhtjEpJWW2vXZLx+QtID1tpNxpit1tqlGeX7rbV+0jKi8ozX6egOAEAI0NEdCLdK7FPSkuW1HkkNxpi4pKYs5b3GmOaRlhcYLwAAAIARqKjmW9baDkmTsxQlJG3x/u3NUt7jlfWMsDyrrq6uQWNmNlkAAMojmUwqmUy6DgNACVRUUpKN1wek3Vq7zavN6MmyWq9SHeIbRlieVWNj46DxPfTQQ1q7du2g5QAAoDja2tr08MMPuw4DQAlUdFIS6GOydNiVS6izs3PQMmpJAAAoj9bWVrW0ZGvlPfQPiAAqX0UnJZLWSbov47WGLOvFi1h+mRkzZgxVDAAAyoAm00B0VWJHd0mSMWadMuYnUapfSTzL6g2SthWhHAAAAECZVWRS4vUjWe91fPdfa/YSlA5vFK2guLW2faTlRTwEAAAAADmquKTE68y+xU9IjDHxjOF61ykwbLAxpklSexHLAQAAAJRRJU6euH+Q4sl+Uy6vJqVDqaZYCWvtoxn7GVF5YD0mTwQAIASYPBEIt4pKSioNSQkAAOFAUgKEW8U13wIAAABQXUhKAAAAADhFUgIAAADAKZISAAAAAE6RlAAAAABwqtZ1AGHQ1dWVfhyLxRSLxRxGAwAAJCmZTCqZTLoOA0ARUFOSg8bGxvTS1tbmOhwAACCpra0t/f0MINyYp2QI/jwlnZ2d6deoKQEAoDIEa0r8xIR5SoBwIikZApMnAgAQDkyeCIQbzbcAAAAAOEVSAgAAAMApkhIAAAAATpGUAAAAAHCKpAQAAACAUyQlAAAAAJwiKQEAAADgFEkJgJIa6D6uE3d/QkcnLteJuz+hge7jrkMCAAAVhskTh8DkicDInbj7E7rw3CtSX79UW6O65Tdp8tN/6zosABHD5IlAuFFTAqCk+l7enUpIJKmvP/UcAAAgoNZ1AGHQ1dWVfhyLxRSLxRxGA4RL7ZIFl9SU1C5Z4DokABGRTCaVTCZdhwGgCKgpyUFjY2N6aWtrcx0OECqTNrapbvlNMrHxqlt+kyZt5BoCUBxtbW3p72cA4UafkiH4fUo6OzvTr1FTAgBAZQjWlPiJCX1KgHAiKRkCHd0BAAgHOroD4UbzLQAAAABOkZQAAAAAcIqkBAAAAIBTJCUAAAAAnCIpAQAAAOAUSQkAAAAAp0hKAAAAADhFUgIAAADAKZISAAAAAE7Vug4gDLq6utKPY7GYYrGYw2gAAIAkJZNJJZNJ12EAKAJqSnLQ2NiYXtra2lyHAwAAJLW1taW/nwGEm7HWuo6hYhljrCR1dnamX6OmBACAyhCsKfETE2utcRkTgMKQlAzBT0r4jAAAqGzGpHIRkhIgnGi+BQAAAMApkhIAoTbQfVwn7v6Ejk5crhN3f0ID3cddhwQAAPJE860h0HwLqHwn7v6ELjz3itTXL9XWqG75TZr89N+6DgtAmdF8Cwg3akoAhFrfy7tTCYkk9fWnngMAgFAhKQEQarVLFki1Nd6TmtRzAAAQKiQlAEJt0sY21S2/SSY2XnXLb9KkjcwlBABA2NCnZAj0KQEAIBzoUwKEW9FrSowxNxtjHjHGTCz2vgEAAABETymabzVLmiNpWQn2DQAAACBiStKnxFp7v7X2qVLsG+6EfT6IsMcPAAAQVUXvU2KMuVnS/ZL+xFqbLOrOy8zvU9LZ2Zl+LRaLKRaLOYvJpbDPBxH2+AEAl0omk0omU7cajY2NkuhTAoRVKWpKGiStkHTQ61tybwneo6waGxvTS1tb9Y7sE/b5IEoZP7UwAFB+bW1t6e9nAOFWiqRkhaQHJLVImixpgzGm3xjzhDHmt0vwfiXX2dmZXlpbW0e0rzDfvIZ9PohSxn9yVasuPPeKbPKMLjz3ik6uGtn/EwDA8FpbW9PfzwDCrRTNt+6TZCVtsdae8l5LSLpP0hxr7R8W9Q1LqBRDAoe5CdFA93GdXNWqvpd3q3bJAk3a2KZR06ewf0lHJy6XTZ5JPzex8bri1HNF2TcAYHgMCQyEW8nmKTHG3Bv2zu6lSEpKffNa6hv7Ugpzwhbm2AEgCkhKgHAr2YzuYU9ISqXUTaDC3IwozH1WmFUcAACgcMzoPoRS1JSUuiYjzM2IqG0AABSKmhIg3EhKhlCKpKTUwnxjH+amZwAAt0hKgHAjKRlCGJMSbuwBANWIpAQIt6pNSowxLZJ6vKcJa+2jWdYJXVICAEA1IikBwq3WdQAu+AmJtXaT9zxhjFlvrV3tODQAAACg6lRlTYkxZqu1dmnGa/uttXMyXqOmBACAEKCmBAi3kg0JXKmMMXFJTVmKeo0xzWUOBwCAnA10H9eJuz+hoxOX68Tdn9BA93HXIQFAUVRdUiIpIak3y+s9XhkAAAUrZeJQ6rmoSHoAuFKNfUoadLGDe1CvpHi2DTZ+75+z7mjOrGs1b85sxWIxHXzjLb26fdegb/pr/+FiJczTzz6v3lPJrOvNvKZRN92wKBXQyVN6+t9fGHSfd99xq+KTJkqSXnltp15/szPrevGJMd19523p5z/4Yfug+7zx+oWade3VksQxcUyD7pNj4pgkjmmwY7rw7y9rep3VfC9xePOT/02vfPpDRTmmRYFJZp9u+VWptlb1WY6t0GNq/+L/p1M3XistvkYyRuarf6O6O5ZIKtJ5OndBF7Zulz11RmbieE29+xbds+Ke9HbDnacpkycpmUzq8JFj2n/wjUHXBRA+1ZiU5G3z5ux/JD//b0/qw6s+pLVr15Y3IABAxbKnzkgDXl/Evn717+wo2r5rlyy4OBeVMTITxxdt35I0cPSENGlc6om1qWMpogtbt8ueOJXa94lTOvevz0iBpGQ4bW1tevjhh7Xwuht01zvvK2psANyquo7uXr+RjdbayRmvb5a0OTg0sN/RvbMz+69WkhSLxRSLxUoULQAgbEo5iW2p56Iq9QS8Rycul01eTHRMbLyuOPVcztsnk0klk9lr3BobGyXR0R0Iq2pMSuKSTmT+0TLGbJW0xlrbHniN0bcAAHkJ8yS2YU56GH0LCLeqS0qk1PC/kpZaa3uDrzEkMAAApVPKpIekBAi3ak1KWiTF/aZaxpgmSaszJ08kKQEAIBxISoBwq8qkREonJh1KjbiVCPYlCaxDUgIAQAiQlADhVrVJSS5ISgAACAeSEiDcqnHyRAAAAAAVhKQECAFmWQYAAFFG860h0HwLlaLUcwcAQNjRfAsIN2pKgBDoe3l3KiGRpL7+1HMABaHmEQAqD0kJEAK1SxZItTXek5rUcwAFObmqVReee0U2eUYXnntFJ1e1ug4JAKperesAwqCrqyv9OBaLKRaLOYwG1WjSxrbLJhwDUBhqHqMjmUwqmUy6DgNAEVBTkoPGxsb00tbGzSDKb9T0KZr89N/qilPPafLTf1u0GZCBakTNY3S0tbWlv58BhBsd3Yfgd3Tv7OxMv0ZNCQCE20D38ctqHkn0wylYU+InJnR0B8KJpGQIjL4FAEA4MPoWEG403wIAAADgFEkJAAAAAKdISgAAAAA4RVICAAAAwCmSEgAAAABOkZQAAAAAcIqkBAAAAIBTJCUAAAAAnCIpAQAAAOAUSQkAODLQfVwn7v6Ejk5crhN3f0ID3cddhwQAgBPGWus6hopljLGS1NnZmX4tFospFos5iwlAdJy4+xO68NwrUl+/VFujuuU3afLTf+s6LCA0ksmkksmkJKmxsVGSZK01LmMCUBhqSnLQ2NiYXtra2lyHAyAi+l7enUpIJKmvP/UcQM7a2trS388Awo2akiFQUwKglMJcUzLQfVwnV7Wq7+Xdql2yQJM2tmnU9Cmuw0KVoaYEiA6SkiH4SQmfEYBSCPONfZgTKkSTMalchKQECCeSkiGQlABAdkcnLpdNnkk/N7HxuuLUcw4jQrUjKQHCjT4lAIC81S5ZINXWeE9qUs8BACgQSQkAIG+TNrapbvlNMrHxqlt+kyZtZBAQAEDhaL41BJpvAQAQDjTfAsKNmhIAGASTGwIAUB7UlAyBmhKgujHCFBAe1JQA4UZNCQAMgskNAQAoD5ISABgEI0wBAFAeJCUAMAhGmAIAoDzoUzIE+pQAABAO9CkBwq3WdQBh0NXVlX4ci8UUi8UcRgMAACQpmUwqmUy6DgNAEdB8KweNjY3ppa2N5hsAUGoMx4xctLW1pb+fAYQbzbeG4Dff6uzsTL9GTQkAlB7DMSMXwZoSPzGh+RYQTiQlQ6BPCQC4cXTictnkmfRzExuvK0495zAiVDr6lADhRvMtAEDFYThmAKguJCUAgIrDcMwAUF1ovjUEmm8BABAONN8Cwo2aEgAAAABOkZQAAAAAcIqkBKhyzAcBAABcIykpgmQyqbVr11bFrLIca/ScXNWqE/++TY8mO3Ti37fp5KpW1yGVVLWcV4ljjSqOFUAU0dF9CLl2dO/q6lJjY6M6Ozs1Y8aMssTmCscaPUcnLtehZK9u0i69ooW6KhaP9HwQ1XJeJY41qjjW7OjoDoQbNSVAlatdskCq8eaDqGE+CAAAUH61rgMIg66urvTjWCymWCzmMBqguCZtbNOhX/u/pRe2q3bpdcwHASA0kskkTbuAiKCmJAeNjY3ppa1t5Dds+baRLeX6pW6vW0nHWsj6+ai02HNdf9T0KYp/988lSfHv/rlGTZ/iLJZyrZ+PSoudYy2OSoudYy1MW1tb+vsZQMhZa1kGWSRZSbazszO9nDp1ymbq7OxMr5eLSlq/kmKptPUrKZZSr19JsZR6/UqKpdTrV1IspV6/kmIp9fqVFEup1x9u3VOnTqW/n/3vbFsB9w8sLCz5LzTfykHUOxICABBGNKkGooPRt4bgj74FAADCwTL6FhBK9CkBAAAA4BQ1JQAAAACcoqYEAAAAgFMkJUVkjEm4jgFAbrhegfDgegWir+qabxlj4pLul7TCWrtqkDJJikuaI2mdtbYjx+03S1onaYu1tjfHeJolrZb0iKReSSsl9VprN+R1YNn3PVSsfpk0+LG2eA/neOusCR6XV97jPU1Yax/NIaa8t8lFmY510PIs8YTyvBYadxjPa5Su1zw+i9Bfr8W4nrPEE8rzGqXrNYfyirpeAZSA6zGJy7lIalLqj9JKSVuzlK+XFA88b5Z0Io/tT8gbJz1jOTFETCslbfXXU+qPcCUca0uWOPcHyyWtDDxPSFo/TEx5b1MpxzpUecTOa95xh/i8Rul6HfaziND1OqLzHrHzGqXrdbjyirleWVhYSrM4D8DJQaf+eGb7o7lVUnPgecL7YxbPcfsHs6ybkNQ0RCwrc427XMfqPb7sj7f3R32lv32W8uG++PPexvWx5vJZROy85h13GM+r9zgS12uu5fmeo0o8r8U47xE7r5G4XnMsr7jrlYWFpbgLfUoCrLVLrbXtgZcSSlX19g63rVf1vCnLuk3W2m1FC7JIcjjWlsu3Uo+kBu9Ym7KU93rV5ZcpZJtiGcmx5lheMYpwrHkJ63mN2vU6VHnUrtdy/x8vpSIca17Cel7Ddr0CKAwzug9tjaQHclnR+2PZG3zNGNNic2i76n0ZxL3tm2yR2vfmKX2sNtWGd3KWdRKStnj/9mYp7/HKsilkm1LJ+Vhz+CwGFcLzKinvuMN6XnsVkes1h/LIXK/DlUfpes21PArX63DlEbheAeSApCQLY8xKSSuUagbQPtz6g+wjIalj2BWlbVL6y1TGmB5jzGZr7YpC3jdfuR6r1zGy3Vq7zfsj35NltV6l/vhn01DANkVVyLEWUu4J3Xn1Xso37kic16hcr4OUF3KOKv68Fut69oTxvEoRvF5zOa9huV4B5IfmW1lYazcp9SvNKu8PZCFW55LQWGs7bGDUGO+Lc1m5hj/M5Vi9WFaH/Q95MY41188irOfVddyFKNL/4Uhcr0X621URinGsUbleByt3HXchivR/OBTXK4D8kJQMwlrba61dLelrxphsbXAH5a0fH8Hbdyg18khZ5HCs6yTdl/FatvbZ8WHeqpBtiqrAY82nfChhOK/ZDBd3qM9r1K7XQcojeb0W8f94NmE4r9mE/nodqjxs1yuA3JGUeIwx8cDY9kEdkj6c5+5WS9qfw3smjDEn8tz3iOVzrMaYdbp8jP8tyv6l0CCvujyLQrYZsSIca87lgfVCeV4LjDv051Uhv15z+Cwic70W+bz764XyvEbpes3z+7eir1cAhSMpuahZqV/VMsUlHS9gX7m0d5VSkzplSkgqqC9LjnI6Vu9LYr29dFKyZu9LvsOkRkS5ZPvBqtQL2aZIRnSsuZZnEbrz6j3MK+6wn9fAvsJ8vQ5ZHrHrtZjnPSh059V7HJXrNZ/v30q/XgEUqFqTkmzV1+1KtWNN89qdNkjKHOFjuKEls45w4v1ys9H/QvC+MHsz1lkp6fHgl+kIFXSs3he4P/qU/0tX8Et9nQJDb3pV6u3B/QWPNZdtiqAkx5pDeSTOay5xR+m8BoT9es3lb1dUrtdiXM+ROK8Ru17z+f6tpOsVQBEZa63rGMrG+yPnj+zRLOlRpSaN2pBRLqX+mC1VagSQjly2D7zPfkkrMv/weV+MGyUtzfgFz/+CiEuSLcKQhSM5Vq9ssOrxyX5zCC/uDi/uRDDuYY416zaVeKxKfSkO+VlE9LxmjTsq5zWj2Vqor9dcygNxh/p6Ha48l/Me0fOaNe6onNeM93F+vQIojapKSgAAAABUnmptvgUAAACgQpCUAAAAAHCKpAQAAACAUyQlAAAAAJwiKQEAAADgFEkJgKIxxqw0xpwwxlhjzIMZZeu917dmzhcSKFtfwtgSxpjNxpitpXqPfFViTAAAuMCQwACKypug7GvW2slZyjZL2matXZOlbF2214scW0LSZmvtnFK+Tz4qMSYAAMqNmhIARWWt3SQp7s0UnalXFydIS/NmYd5c2sgkST1leI+svGQtG2cxAQBQKUhKAJRCu6QPZ3l9s6SEl4QENVtr20selVsrXAcAAEClIikBUAobJWX2G2mW9LikbZLudxGUK14tybIc102UOBwAACpOresAAETS45LWG2Pi1tpe77W4tbbXGNMuaZWkDYNtbIxpkdQhKSGpx2sS5t/cr/NWW2Gt7fBe95OgVdbadq+TfYe3XsJa++hQwWZb30sO1ktqkPSAF4v/vquzxNvjrePvZ4WkNUolI7coVUPkd/7f5Mce2IefxPUYYzZba6lZAQBUDTq6AygJb0Sp9dbaDd7zldbaTV5fk63WWuO93ixpi5+8eDfumzISjvV+8y5v/TXBm3bvtR5r7TZvBK+NgfUflCQv0Yh77z0nsO1Q6yckbZWX7ATW3xxIlNZJOu4nPsaY/ZKWBpIxv/Zjo7V2aZbPKS7pgKT7rLXbAu+x1f/sAACIOppvASgVv0bEvynfJknejXdvoON3sDZFkubo0s7wLyrQH8NLDjL7pcS9hCQh6f6M/ikbJF1Ss+HLYf0eb9/B8v1K1Xz4VnrH6utVRtO1HMT9hMSzVanPAQCAqkDzLQCl8pgkv7lSk1+z4HlcqURjU+ZG1trVxpi4l7T0KnVz3pux2iZJLZIym2U1KdX8KTMp2Kbsclm/I6OsV9KUjOcNgefxLNsMJ9/1AQCIFJISACXh1Vz0Zrnhl1Id4Td6TZ8uSRj85lmSVltrO7zajMxag0eUqk141G8WlvHemSN5DTmyV77rZ4lltaR2L/b2jFqPyxhjEpl9SgAAqGY03wJQSo8rlWD0Bl/0koC4vMQjY5vNGa/H/QJ/7hOvuVdHloSnXZfWWvjbxTNfK3D9bBokPeDV7PRkdoIPCO6TEbYAAAggKQFQShs1+BwkfmKS5icDGYnKHKUmY4zr0gRivVIjcaXX9ZKVDVkmKsw6BHG+6w9ijlIjdm0arIbEO57Lkh8AAJDC6FsASsoYsz5b7YGXCHRk3sh7w+vO0cUZ3rcolXxcNhqVMWajtXZVln0/qFTtTI+UmmXeawa2TqmO6Y9aa9fku75XM7Pe22xNcDQxXWyGFleqCVe2YYPnKNVxv90bHjmn98g8PgAAooakBAAK5NXefDaY4Hivr5T04WwJEwAAuBzNtwCgcC1KjTJ2Ca92g34jAADkiKQEAArXLunDmS96zbK2lD8cAADCieZbADACXp+SZl3sk9IgSczGDgBA7khKAAAAADhF8y0AAAAATpGUAAAAAHCKpAQAAACAUyQlAAAAAJwiKQEAAADgFEkJAAAAAKf+/4bCZnnQSjeKAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Halpha_slice_52 = slice(1318 - red_frame.header[\"XWS\"],1338 - red_frame.header[\"XWS\"])\n", "Halpha_model_52 = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " Halpha_slice_52],axis=0), \n", " wvl=red_xpixel_array[Halpha_slice_52],line_number=1,line_wvl_init=[1327.9],\n", " int_max_init=40000,fwhm_init=[1],same_width=False)\n", "Halpha_model_52.run_lse(absolute_sigma=False)\n", "ax = Halpha_model_52.plot(plot_fit=True)\n", "Halpha_pixel_diff_52 = Halpha_model_52.line_wvl_fit[0] - 1326.913\n", "Halpha_pixel_diff_52_err = np.sqrt(Halpha_model_52.line_wvl_err[0]**2 + 0.005**2)\n", "\n", "Halpha_wvl_diff_52 = np.interp(Halpha_model_52.line_wvl_fit[0], red_xpixel_array, red_wavelength/52./10.) - Halpha_wvl\n", "Halpha_wvl_diff_52_err = np.abs(np.interp(Halpha_model_52.line_wvl_fit[0] + Halpha_model_52.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/52./10.) - Halpha_wvl - Halpha_wvl_diff_52)\n", "\n", "Halpha_vlos_diff_52 = Halpha_wvl_diff_52/Halpha_wvl*3e5\n", "Halpha_vlos_diff_52_err = Halpha_wvl_diff_52_err/Halpha_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(Halpha_pixel_diff_52, Halpha_pixel_diff_52_err,\n", " Halpha_wvl_diff_52,Halpha_wvl_diff_52_err, Halpha_vlos_diff_52,Halpha_vlos_diff_52_err))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.49 +/- 0.04 \n", " Wavelength diff: 0.052 +/- 0.001 nm 26.5 +/- 0.5 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_55_red = slice(145 - red_frame.header[\"XWS\"],163 - red_frame.header[\"XWS\"])\n", "HeI_D3_model_55_red = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " HeI_D3_slice_55_red],axis=0), \n", " wvl=red_xpixel_array[HeI_D3_slice_55_red],line_number=1,line_wvl_init=[152.4],\n", " int_max_init=50000,fwhm_init=[1],same_width=False)\n", "HeI_D3_model_55_red.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_55_red.plot(plot_fit=True)\n", "HeI_D3_pixel_diff_55_red = HeI_D3_model_55_red.line_wvl_fit[0] - 151.42\n", "HeI_D3_pixel_diff_55_red_err = np.sqrt(HeI_D3_model_55_red.line_wvl_err[0]**2 + 0.02**2)\n", "\n", "HeI_D3_wvl_diff_55_red = np.interp(HeI_D3_model_55_red.line_wvl_fit[0], red_xpixel_array, red_wavelength/55./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_55_red_err = np.abs(np.interp(HeI_D3_model_55_red.line_wvl_fit[0] + HeI_D3_model_55_red.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/55./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_55_red)\n", "\n", "HeI_D3_vlos_diff_55_red = HeI_D3_wvl_diff_55_red/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_55_red_err = HeI_D3_wvl_diff_55_red_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_55_red, HeI_D3_pixel_diff_55_red_err,\n", " HeI_D3_wvl_diff_55_red,HeI_D3_wvl_diff_55_red_err, HeI_D3_vlos_diff_55_red,HeI_D3_vlos_diff_55_red_err))" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.29 +/- 0.04 \n", " Wavelength diff: 0.053 +/- 0.001 nm 26.9 +/- 0.4 km/s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_56_red = slice(503 - red_frame.header[\"XWS\"],523 - red_frame.header[\"XWS\"])\n", "HeI_D3_model_56_red = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " HeI_D3_slice_56_red],axis=0), \n", " wvl=red_xpixel_array[HeI_D3_slice_56_red],line_number=1,line_wvl_init=[512.91],\n", " int_max_init=50000,fwhm_init=[1],same_width=False)\n", "HeI_D3_model_56_red.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_56_red.plot(plot_fit=True)\n", "HeI_D3_pixel_diff_56_red = HeI_D3_model_56_red.line_wvl_fit[0] - 511.91\n", "HeI_D3_pixel_diff_56_red_err = np.sqrt(HeI_D3_model_56_red.line_wvl_err[0]**2 + 0.03**2)\n", "\n", "HeI_D3_wvl_diff_56_red = np.interp(HeI_D3_model_56_red.line_wvl_fit[0], red_xpixel_array, red_wavelength/56./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_56_red_err = np.abs(np.interp(HeI_D3_model_56_red.line_wvl_fit[0] + HeI_D3_model_56_red.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/56./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_56_red)\n", "\n", "HeI_D3_vlos_diff_56_red = HeI_D3_wvl_diff_56_red/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_56_red_err = HeI_D3_wvl_diff_56_red_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_56_red, HeI_D3_pixel_diff_56_red_err,\n", " HeI_D3_wvl_diff_56_red,HeI_D3_wvl_diff_56_red_err, HeI_D3_vlos_diff_56_red,HeI_D3_vlos_diff_56_red_err))" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.25 +/- 0.06 \n", " Wavelength diff: 0.026 +/- 0.001 nm 13.2 +/- 0.5 km/s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_57_red = slice(883 - red_frame.header[\"XWS\"],903 - red_frame.header[\"XWS\"])\n", "HeI_D3_model_57_red = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " HeI_D3_slice_57_red],axis=0), \n", " wvl=red_xpixel_array[HeI_D3_slice_57_red],line_number=1,line_wvl_init=[891.45],\n", " int_max_init=50000,fwhm_init=[1],same_width=False)\n", "HeI_D3_model_57_red.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_57_red.plot(plot_fit=True)\n", "HeI_D3_pixel_diff_57_red = HeI_D3_model_57_red.line_wvl_fit[0] - 890.45\n", "HeI_D3_pixel_diff_57_red_err = np.sqrt(HeI_D3_model_57_red.line_wvl_err[0]**2 + 0.04**2)\n", "\n", "HeI_D3_wvl_diff_57_red = np.interp(HeI_D3_model_57_red.line_wvl_fit[0], red_xpixel_array, red_wavelength/57./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_57_red_err = np.abs(np.interp(HeI_D3_model_57_red.line_wvl_fit[0] + HeI_D3_model_57_red.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/57./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_57_red)\n", "\n", "HeI_D3_vlos_diff_57_red = HeI_D3_wvl_diff_57_red/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_57_red_err = HeI_D3_wvl_diff_57_red_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_57_red, HeI_D3_pixel_diff_57_red_err,\n", " HeI_D3_wvl_diff_57_red,HeI_D3_wvl_diff_57_red_err, HeI_D3_vlos_diff_57_red,HeI_D3_vlos_diff_57_red_err))" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel diff: 1.34 +/- 0.08 \n", " Wavelength diff: 0.038 +/- 0.001 nm 19.4 +/- 0.7 km/s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HeI_D3_slice_58_red = slice(1288 - red_frame.header[\"XWS\"],1304 - red_frame.header[\"XWS\"])\n", "HeI_D3_model_58_red = SpectrumFitSingle(data=np.average(red_image[592 - red_frame.header[\"YWS\"]:596 - red_frame.header[\"YWS\"],\n", " HeI_D3_slice_58_red],axis=0), \n", " wvl=red_xpixel_array[HeI_D3_slice_58_red],line_number=1,line_wvl_init=[1294.00],\n", " int_max_init=50000,fwhm_init=[1],same_width=False)\n", "HeI_D3_model_58_red.run_lse(absolute_sigma=False)\n", "ax = HeI_D3_model_58_red.plot(plot_fit=True)\n", "HeI_D3_pixel_diff_58_red = HeI_D3_model_58_red.line_wvl_fit[0] - 1293.00\n", "HeI_D3_pixel_diff_58_red_err = np.sqrt(HeI_D3_model_58_red.line_wvl_err[0]**2 + 0.05**2)\n", "\n", "HeI_D3_wvl_diff_58_red = np.interp(HeI_D3_model_58_red.line_wvl_fit[0], red_xpixel_array, red_wavelength/58./10.) - HeI_D3_wvl\n", "HeI_D3_wvl_diff_58_red_err = np.abs(np.interp(HeI_D3_model_58_red.line_wvl_fit[0] + HeI_D3_model_58_red.line_wvl_err[0], \n", " red_xpixel_array, red_wavelength/58./10.) - HeI_D3_wvl - HeI_D3_wvl_diff_58_red)\n", "\n", "HeI_D3_vlos_diff_58_red = HeI_D3_wvl_diff_58_red/HeI_D3_wvl*3e5\n", "HeI_D3_vlos_diff_58_red_err = HeI_D3_wvl_diff_58_red_err/HeI_D3_wvl*3e5\n", "\n", "print(\"Pixel diff: {:.2f} +/- {:.2f} \\n Wavelength diff: {:.3f} +/- {:.3f} nm {:.1f} +/- {:.1f} km/s\".format(HeI_D3_pixel_diff_58_red, HeI_D3_pixel_diff_58_red_err,\n", " HeI_D3_wvl_diff_58_red,HeI_D3_wvl_diff_58_red_err, HeI_D3_vlos_diff_58_red,HeI_D3_vlos_diff_58_red_err))" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "Halpha_centorid_pixels = np.array([Halpha_model_49.line_wvl_fit[0],Halpha_model_50.line_wvl_fit[0],\n", " Halpha_model_51.line_wvl_fit[0],Halpha_model_52.line_wvl_fit[0]])\n", "HeI_D3_centorid_pixels_red = np.array([HeI_D3_model_55_red.line_wvl_fit[0],HeI_D3_model_56_red.line_wvl_fit[0],\n", " HeI_D3_model_57_red.line_wvl_fit[0],HeI_D3_model_58_red.line_wvl_fit[0]]) \n", "\n", "Halpha_centorid_pixels_err = np.array([Halpha_model_49.line_wvl_err[0],Halpha_model_50.line_wvl_err[0],\n", " Halpha_model_51.line_wvl_err[0],Halpha_model_52.line_wvl_err[0]])\n", "HeI_D3_centorid_pixels_red_err = np.array([HeI_D3_model_55_red.line_wvl_err[0],HeI_D3_model_56_red.line_wvl_err[0],\n", " HeI_D3_model_57_red.line_wvl_err[0],HeI_D3_model_58_red.line_wvl_err[0]]) \n", "\n", "Halpha_pixel_diffs = np.array([Halpha_pixel_diff_49,Halpha_pixel_diff_50,Halpha_pixel_diff_51,Halpha_pixel_diff_52]) \n", "HeI_D3_pixel_diffs_red = np.array([HeI_D3_pixel_diff_55_red,HeI_D3_pixel_diff_56_red,HeI_D3_pixel_diff_57_red,HeI_D3_pixel_diff_58_red])\n", "\n", "Halpha_pixel_diffs_err = np.array([Halpha_pixel_diff_49_err,Halpha_pixel_diff_50_err,Halpha_pixel_diff_51_err,Halpha_pixel_diff_52_err]) \n", "HeI_D3_pixel_diffs_red_err = np.array([HeI_D3_pixel_diff_55_red_err,HeI_D3_pixel_diff_56_red_err,HeI_D3_pixel_diff_57_red_err,HeI_D3_pixel_diff_58_red_err])\n", "\n", "Halpha_wvl_diffs = np.array([Halpha_wvl_diff_49,Halpha_wvl_diff_50,Halpha_wvl_diff_51,Halpha_wvl_diff_52]) \n", "HeI_D3_wvl_diffs_red = np.array([HeI_D3_wvl_diff_55_red,HeI_D3_wvl_diff_56_red,HeI_D3_wvl_diff_57_red,HeI_D3_wvl_diff_58_red])\n", "\n", "Halpha_wvl_diffs_err = np.array([Halpha_wvl_diff_49_err,Halpha_wvl_diff_50_err,Halpha_wvl_diff_51_err,Halpha_wvl_diff_52_err]) \n", "HeI_D3_wvl_diffs_red_err = np.array([HeI_D3_wvl_diff_55_red_err,HeI_D3_wvl_diff_56_red_err,HeI_D3_wvl_diff_57_red_err,HeI_D3_wvl_diff_58_red_err])\n", "\n", "Halpha_vlos_diffs = np.array([Halpha_vlos_diff_49,Halpha_vlos_diff_50,Halpha_vlos_diff_51,Halpha_vlos_diff_52]) \n", "HeI_D3_vlos_diffs_red = np.array([HeI_D3_vlos_diff_55_red,HeI_D3_vlos_diff_56_red,HeI_D3_vlos_diff_57_red,HeI_D3_vlos_diff_58_red])\n", "\n", "Halpha_vlos_diffs_err = np.array([Halpha_vlos_diff_49_err,Halpha_vlos_diff_50_err,Halpha_vlos_diff_51_err,Halpha_vlos_diff_52_err]) \n", "HeI_D3_vlos_diffs_red_err = np.array([HeI_D3_vlos_diff_55_red_err,HeI_D3_vlos_diff_56_red_err,HeI_D3_vlos_diff_57_red_err,HeI_D3_vlos_diff_58_red_err])" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Averaged pixel shift: 1.173\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2,ax3,ax4) = plt.subplots(4,1,figsize=(10,12),constrained_layout=True)\n", "\n", "ax1.errorbar(Halpha_centorid_pixels, Halpha_pixel_diffs,Halpha_pixel_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\alpha$\")\n", "\n", "ax1.errorbar(HeI_D3_centorid_pixels_red, HeI_D3_pixel_diffs_red,HeI_D3_pixel_diffs_red_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "ax1.legend(bbox_to_anchor = (1.2,1),loc=\"upper right\",fontsize=18,frameon=False,handletextpad=0.1)\n", "\n", "red_abs_wvl_corr_params = np.polyfit(np.concatenate((Halpha_centorid_pixels, HeI_D3_centorid_pixels_red)),\n", " np.concatenate((Halpha_pixel_diffs, HeI_D3_pixel_diffs_red)),\n", " w = 1./np.concatenate((Halpha_pixel_diffs_err, HeI_D3_pixel_diffs_red_err)),\n", " deg = 0)\n", "\n", "red_abs_wvl_corr_poly = np.poly1d(red_abs_wvl_corr_params)\n", "\n", "ax1.plot(np.linspace(red_frame.header[\"XWS\"],red_frame.header[\"XWS\"]+red_frame.header[\"NAXIS1\"],red_frame.header[\"NAXIS1\"]), \n", " red_abs_wvl_corr_poly(np.linspace(red_frame.header[\"XWS\"],red_frame.header[\"XWS\"]+red_frame.header[\"NAXIS1\"],red_frame.header[\"NAXIS1\"])),\n", " color=\"#90B44B\",zorder=0)\n", "\n", "ax2.errorbar(Halpha_centorid_pixels, Halpha_wvl_diffs,Halpha_wvl_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\alpha$\")\n", "\n", "ax2.errorbar(HeI_D3_centorid_pixels_red, HeI_D3_wvl_diffs_red,HeI_D3_wvl_diffs_red_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "ax3.errorbar(Halpha_centorid_pixels, Halpha_wvl_diffs*np.array([49,50,51,52]),\n", " Halpha_wvl_diffs_err*np.array([49,50,51,52]),color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\alpha$\")\n", "\n", "ax3.errorbar(HeI_D3_centorid_pixels_red, HeI_D3_wvl_diffs_red*np.array([55,56,57,58]),\n", " HeI_D3_wvl_diffs_red_err*np.array([55,56,57,58]),color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "ax4.errorbar(Halpha_centorid_pixels, Halpha_vlos_diffs,Halpha_vlos_diffs_err,color=\"#0089A7\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"H$\\alpha$\")\n", "\n", "ax4.errorbar(HeI_D3_centorid_pixels_red, HeI_D3_vlos_diffs_red,HeI_D3_vlos_diffs_red_err,color=\"#CC543A\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"He \\textsc{i} $\\mathrm{D_3}$\")\n", "\n", "\n", "ax1.set_ylabel(r\"Pixel Shift\",fontsize=18)\n", "ax2.set_ylabel(r\"$\\Delta\\lambda_{0}$ [nm]\",fontsize=18)\n", "ax3.set_ylabel(r\"$\\Delta\\lambda_{0}\\times n_{\\rm order}$ [nm]\",fontsize=18)\n", "ax4.set_ylabel(r\"$\\Delta v_{\\rm LOS}\\ [\\mathrm{km\\,s^{-1}}]$\",fontsize=18)\n", "ax4.set_xlabel(r\"CCD-X [Pixel]\",fontsize=18)\n", "for ax_ in (ax1,ax2,ax3):\n", " ax_.tick_params(labelbottom=False)\n", "\n", "for ax_ in (ax1,ax2,ax3,ax4):\n", " ax_.tick_params(labelsize=16,direction=\"in\")\n", " ax_.set_xlim((0,1392))\n", "\n", " \n", "\n", "print(\"Averaged pixel shift: {:.3f}\".format(red_abs_wvl_corr_poly(500)))\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Figure 16\n", "[back to top](#notebook-top) " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2,ax3) = plt.subplots(3,figsize=(6,10),constrained_layout=True)\n", "\n", "im_green_zoomin = ax1.imshow(green_image[610-green_frame.header[\"YWS\"]:640-green_frame.header[\"YWS\"],:],\n", " cmap=cmcm.lajolla,norm=norm_green,origin=\"lower\",\n", " extent=[green_frame.header[\"XWS\"]-0.5,green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"]-0.5,\n", " 610-0.5,640-0.5],\n", " aspect=\"auto\")\n", "\n", "for Hbeta_centorid_pixel in Hbeta_centorid_pixels:\n", " ax1.annotate(\"\",(Hbeta_centorid_pixel,618),(Hbeta_centorid_pixel,615),\n", " arrowprops={\"width\":3,\"headlength\":9,\"headwidth\":10,\n", " \"ec\":\"none\",\"fc\":\"#008176\"})\n", "for HeI_D3_centorid_pixel_green in HeI_D3_centorid_pixels_green:\n", " ax1.annotate(\"\",(HeI_D3_centorid_pixel_green,618),(HeI_D3_centorid_pixel_green,615),\n", " arrowprops={\"width\":3,\"headlength\":9,\"headwidth\":10,\n", " \"ec\":\"none\",\"fc\":\"#C1272D\"}) \n", "\n", "ax1.text(0.97,0.2,r\"\\textbf{Moon}\",color=\"black\",fontsize=16,rotation=90,ha=\"right\",va=\"center\",\n", " transform=ax1.transAxes)\n", "\n", "ax1.text(0.97,0.75,r\"\\textbf{Corona}\",color=\"white\",fontsize=16,rotation=90,ha=\"right\",va=\"center\",\n", " transform=ax1.transAxes)\n", "\n", "ax1_right = ax1.secondary_yaxis(\"right\",functions=(lambda x: x, lambda x: x))\n", "ax1_right.set_yticks([620.5,622.5])\n", "\n", "\n", "for ax1r_ytickline, ax1r_yticklabel in zip(filter(lambda x: x.get_marker() == 1, ax1_right.get_yticklines()),\n", " ax1_right.get_yticklabels()):\n", " ax1r_yticklabel.set_visible(False)\n", " ax1r_ytickline.set_markeredgecolor(\"red\")\n", " ax1r_ytickline.set_markeredgewidth(3)\n", "\n", "ax1.text(0.02,0.97,r\"\\textbf{(a)}\",fontsize=16,color=\"white\",ha=\"left\",va=\"top\",transform=ax1.transAxes)\n", "ax1.set_ylabel(r\"\\textbf{CCD-Y [pixel]}\",fontsize=16)\n", "\n", "ax2.plot(green_xpixel_array,np.average(green_image[621 - green_frame.header[\"YWS\"]:623 - green_frame.header[\"YWS\"],:],axis=0),\n", " color=\"#B3B3B3\")\n", "\n", "for x_pos_ in (324.98,641.55,944.36,1236.286):\n", " ax2.axvline(x_pos_,color=\"#008176\",label=r\"\\textbf{H}$\\boldsymbol{\\beta}$\")\n", "\n", "for x_pos_ in (359.27,738.342,1098.72,):\n", " ax2.axvline(x_pos_,color=\"#C1272D\",\n", " label=r\"\\textbf{He \\textsc{i}} $\\boldsymbol{\\mathrm{D_3}}$\")\n", "ax2_handles, ax2_labels = ax2.get_legend_handles_labels()\n", "ax2_leg_dict = dict(zip(ax2_labels, ax2_handles))\n", "ax2.legend(ax2_leg_dict.values(), ax2_leg_dict.keys(),fontsize=16,loc=\"upper left\")\n", "\n", "ax2.set_xlim(ax1.get_xlim())\n", "ax2.text(0.02,0.03,r\"\\textbf{(b)}\",fontsize=16,color=\"black\",ha=\"left\",va=\"bottom\",transform=ax2.transAxes)\n", "ax2.set_ylabel(r\"\\textbf{Counts [DN]}\",fontsize=16)\n", "\n", "ax3.errorbar(Hbeta_centorid_pixels, Hbeta_pixel_diffs,Hbeta_pixel_diffs_err,color=\"#008176\",ls=\"none\",marker=\"D\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"\\textbf{H}$\\boldsymbol{\\beta}$\")\n", "\n", "ax3.errorbar(HeI_D3_centorid_pixels_green, HeI_D3_pixel_diffs_green,HeI_D3_pixel_diffs_green_err,color=\"#C1272D\",ls=\"none\",marker=\"o\",\n", " markersize=15,capsize=5,lw=2.5,markeredgecolor='white',\n", " markeredgewidth=2,alpha=0.9,capthick=2.5,label=r\"\\textbf{He \\textsc{i}} $\\boldsymbol{\\mathrm{D_3}}$\")\n", "\n", "\n", "ax3.plot(np.linspace(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"],green_frame.header[\"NAXIS1\"]), \n", " green_abs_wvl_corr_poly(np.linspace(green_frame.header[\"XWS\"],green_frame.header[\"XWS\"]+green_frame.header[\"NAXIS1\"],green_frame.header[\"NAXIS1\"])),\n", " color=\"#B3B3B3\",zorder=0)\n", "\n", "ax3.legend(loc=\"upper right\",fontsize=16,frameon=False,handletextpad=0.1)\n", "\n", "ax3.set_xlim(ax1.get_xlim())\n", "ax3.text(0.02,0.97,r\"\\textbf{(c)}\",fontsize=16,color=\"black\",ha=\"left\",va=\"top\",transform=ax3.transAxes)\n", "ax3.set_ylabel(r\"\\textbf{Pixel Shift}\",fontsize=16)\n", "ax3.set_xlabel(r\"\\textbf{CCD-X [pixel]}\",fontsize=16)\n", "\n", "for ax_ in (ax1,ax1_right,ax2,ax3):\n", " ax_.tick_params(labelsize=16)\n", "\n", "plt.savefig(fname=\"../../figs/ms/abs_wvl_calib_green.pdf\",format=\"pdf\",dpi=300,bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ax1_right.get_yticklines()[3].get_marker()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.7.12 ('base')", "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": "3.7.12" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "398dc28c06ad810e77de546bbdfa897a6ee0b83e59a5207339dda01a7843e01d" } } }, "nbformat": 4, "nbformat_minor": 2 }