{ "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "%This notebook demonstrates the use of the workpackage template, replace with your own.\n", "\n", "\\documentclass[english]{workpackage}[1996/06/02]\n", "\n", "% input the common preamble content (required by the ipnb2latex converter)\n", "\\input{header.tex}\n", "\n", "\n", "% then follows the rest of the preamble to be placed before the begin document\n", "% this preamble content is special to the documentclass you defined above.\n", "\\WPproject{Computational Radiometry} % project name\n", "\\WPequipment{} % equipment name\n", "\\WPsubject{08 MODTRAN File Processing} % main heading \n", "\\WPconclusions{} \n", "\\WPclassification{} \n", "\\WPdocauthor{CJ Willers}\n", "\\WPcurrentpackdate{\\today}\n", "\\WPcurrentpacknumber{} % work package number\n", "\\WPdocnumber{} % this doc number hosts all the work packages\n", "\\WPprevpackdate{} % work package which this one supersedes\n", "\\WPprevpacknumber{} % work package which this one supersedes\n", "\\WPsuperpackdate{} % work package which comes after this one\n", "\\WPsuperpacknumber{} % work package which comes after this one\n", "\\WPdocontractdetails{false}\n", "\\WPcontractname{} % contract name \n", "\\WPorderno{} % contract order number\n", "\\WPmilestonenumber{} % contract milestone number\n", "\\WPmilestonetitle{} % contract milestone title\n", "\\WPcontractline{} % contract milestone line number \n", "\\WPdocECPnumber{} % ecp\\ecr number\n", "\\WPdistribution{}\n", "\n", "% this is entered just before the end{document}\n", "\\newcommand{\\atendofdoc}{\n", "\\bibliographystyle{IEEEtran}\n", "\\bibliography{references}\n", "}\n", "\n", "%and finally the document begin.\n", "\\begin{document}\n", "\\WPlayout\n", "\n", "\\chapter{Abbreviations} % unnumbered, show in TOC\n", "\\label{sec:Abbreviations}\n", "\\input{abbrev.tex}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MODTRAN File Processing\n", " \n", "This notebook forms part of a series on computational optical radiometry. The notebooks can be downloaded from \\cite{Willers2016githubCompRadioNotebooks08}. These notebooks are constantly revised and updated, please revisit from time to time. \n", " \n", " The date of this document and module versions used in this document are given at the end of the file. \n", " Feedback is appreciated: neliswillers at gmail dot com.\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Overview\n", "\n", " The pyradi library has a module to handle \\ac{MODTRAN} files. The module currently has only one function: to read \\ac{MODTRAN} tape7 files in an intelligent manner. The function is `rymodtran.loadtape7`.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# to set up the Python environment.\n", "get_ipython().run_line_magic('matplotlib', 'inline')\n", "import numpy as np\n", "import pandas as pd\n", "import pyradi.ryfiles as ryfiles\n", "import pyradi.ryplot as ryplot\n", "import pyradi.rymodtran as rymodtran\n", "import pyradi.ryutils as ryutils\n", "\n", "from IPython.display import display\n", "from IPython.display import Image\n", "from IPython.display import HTML\n", "\n", "import matplotlib as mpl\n", "mpl.rc(\"savefig\", dpi=300)\n", "mpl.rc('figure', figsize=(10,8))\n", "# %config InlineBackend.figure_format = 'svg'\n", "\n", "# import pandas as pd\n", "# pd.set_option('display.max_columns', 80)\n", "# pd.set_option('display.width', 100)\n", "# pd.set_option('display.max_colwidth', 150)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tape7 Units\n", "\n", "\n", "The `tape7` format, and tools to read the files are given in `08-ModtranFileProcessing.ipynb`. Please consult the notebook for more details. Here is a summary of the units used in `tape7` files.\n", "The format differs depending on the type of \\ac{MODTRAN} run.\n", "\n", "\\ac{MODTRAN} does calculations in the wavenumer domain with units \\si{\\centi\\metre^{-1}}. \n", "In most (all?) `tape7` files the wavenumber is the first column in the file. The column header is `FREQ`.\n", "\n", "Depending on the specific `tape5` parameters, the transmittance and optical depth may be in different columns, often with different headers. Column headers can be `TOT TRANS` or `COMBIN_TRANS`. The file formats are described below.\n", "\n", "Path radiance is only present in some file formats. Radiance units in tape7 files are \\si{\\watt\\per(\\centi\\metre\\squared.\\steradian.\\centi\\metre^{-1})}.\n", "The first part of the denominator represents areal density in \\si{\\centi\\metre\\squared}, hence the density must be converted to \\si{\\metre\\squared}.\n", "The second part of the denominator represents solid angle and no further conversion is necessary.\n", "The third part of the denominator represents the spectral density \\si{\\per\\centi\\metre^{-1}} and this can be used as-is or it can be converted to a spectral density in the wavelength domain with units \\si{\\watt\\per(\\centi\\metre\\squared.\\steradian.\\micro\\metre)}. \n", "Recall the relationship between wavelength, $\\lambda$, and wavenumber, $\\tilde{\\nu}$:\n", "$\\lambda=10^4/\\tilde{\\nu}$, and for spectral density \n", "$dL_\\lambda\n", "=dL_{\\tilde{\\nu}} 10^4/\\lambda^2\n", "=dL_{\\tilde{\\nu}} \\tilde{\\nu}^2/10^4\n", "$\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Loading Tape7 Files\n", "\n", "This function reads in the tape7 file from \\ac{MODTRAN} \\cite{modtran2009} code, that is used to model the propagation of the electromagnetic radiation through the atmosphere. tape7 is a primary file that contains all the spectral results of the \\ac{MODTRAN} run. The header information in the tape7 file contains portions of the tape5 information that is ignored here. The header section in tape7 is followed by a list of spectral samples with corresponding transmissions. Each column has a different component of the transmission or radiance. For more detail, see the \\ac{MODTRAN} documentation.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "The user selects the appropriate columns by listing the column names, as\n", "listed below. The tape7.scn file has missing columns, so this function does not work for tape7.scn files. If you need a tape7.scn file with all the columns populated\n", "you would have to use the regular tape7 file and convolve this to lower resolution.\n", "\n", "The format of the tape7 file changes for different IEMSCT values. For\n", "the most part the differences are hidden in the details, if the columns are read by column header and not by counting columns. The various column headers used in the tape7 file are as follows:\n", "\n", "**IEMSCT = 0** has two lines of column headers. In order to select the column, you\n", "must concatenate the two column headers with an underscore in between. All\n", "columns are available with the following column names: \n" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "\\begin{lstlisting}\n", "FREQ_CM-1, COMBIN_TRANS, H2O_TRANS, UMIX_TRANS, O3_TRANS, TRACE_TRANS, \n", "N2_CONT, H2O_CONT, MOLEC_SCAT, AER+CLD_TRANS, HNO3_TRANS, AER+CLD_abTRNS, \n", "-LOG_COMBIN, CO2_TRANS, CO_TRANS, CH4_TRANS, N2O_TRANS, O2_TRANS, \n", "NH3_TRANS, NO_TRANS, NO2_TRANS, SO2_TRANS, CLOUD_TRANS, CFC11_TRANS, \n", "CFC12_TRANS, CFC13_TRANS, CFC14_TRANS, CFC22_TRANS, CFC113_TRANS, \n", "CFC114_TRANS, CFC115_TRANS, CLONO2_TRANS, HNO4_TRANS, CHCL2F_TRANS,\n", "CCL4_TRANS, N2O5_TRANS\n", "\\end{lstlisting}\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "**IEMSCT = 1** has single line of column headers. A number of columns have\n", "headers, but with no column numeric data. In the following list the\n", "columns with header names `**` are empty in some runs: \n", "\n" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "\\begin{lstlisting}\n", "FREQ,TOT_TRANS, PTH_THRML, THRML_SCT, SURF_EMIS, *SOL_SCAT*, *SING_SCAT*, \n", "GRND_RFLT, *DRCT_RFLT*, TOTAL_RAD, *REF_SOL*, *SOL@OBS*, DEPTH, DIR_EM, \n", "*TOA_SUN*, BBODY_T[K]\n", "\\end{lstlisting}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hence, these columns may not have valid data: " ] }, { "cell_type": "raw", "metadata": {}, "source": [ "\\begin{lstlisting}\n", "SOL_SCAT, SING_SCAT, DRCT_RFLT, REF_SOL,SOL@OBS, TOA_SUN\n", "\\end{lstlisting}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**IEMSCT = 2** has a single line column headers. All the columns are available: \n" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "\\begin{lstlisting}\n", "FREQ, TOT_TRANS, PTH_THRML, THRML_SCT, SURF_EMIS, SOL_SCAT, SING_SCAT, \n", "GRND_RFLT, DRCT_RFLT, TOTAL_RAD, REF_SOL, SOL@OBS, DEPTH, DIR_EM, TOA_SUN, \n", "BBODY_T[K]\n", "\\end{lstlisting}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**IEMSCT = 3** has a single line column headers. One of these seems to be two\n", "words, which, in this code must be concatenated with an underscore. There\n", "is also additional column (assumed to be depth in this code). The\n", "columns available are \n", "\n" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "\\begin{lstlisting}\n", "FREQ, TRANS, SOL_TR, SOLAR, DEPTH\n", "\\end{lstlisting}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## MODTRAN Tape7 Reader Examples\n", "First prepare by importing and downloading the tape7 files from the internet.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "filesAvailable are (only a subset printed here):\n", "['horizon5kmtropical.fl7', 'NIRscat.fl7', 'tape7-01', 'tape7-02', 'tape7-02b', 'tape7-03', 'tape7-03b', 'tape7-04', 'tape7-05', 'tape7-05b']\n" ] } ], "source": [ "# to demonstrate downloading files.\n", "# get_ipython().system('dir')\n", "tgzFilename = 'modtrandata.tgz'\n", "destinationDir = '.'\n", "tarFilename = 'modtrandata.tar'\n", "url = 'https://raw.githubusercontent.com/NelisW/pyradi/master/pyradi/data/'\n", "dlNames = ryfiles.downloadUntar(tgzFilename, url, destinationDir, tarFilename)\n", "\n", "print(type(dlNames))\n", "print(f'filesAvailable are (only a subset printed here):\\n{dlNames[:10]}')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The function `rymodtran.loadtape7` is relatively easy to use, with only two parameters: the filename and the specification of which columns to read (a list). In some instances (`IEMSCT == 0`) the column header is given over two lines, and your specification must include the information on both lines. This is done by concatenating the two parts with an underscore character as in `TRACE` and `TRANS` becoming `TRACE_TRANS`.\n", "\n", " **IEMSCT = 0**: this example loads data from five columns. Note the underscore to indicate that the column header flows over two lines.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(51, 5)\n" ] } ], "source": [ "# to load a tape7 file (only selected columns loaded).\n", "tape7 = rymodtran.loadtape7(\"tape7-01\", ['FREQ_CM-1', 'COMBIN_TRANS', \n", " 'MOLEC_SCAT', 'AER+CLD_TRANS', \n", " 'AER+CLD_abTRNS'] )\n", "print(tape7.shape)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next example reads all the columns in the tape7 file:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(51, 36)\n" ] } ], "source": [ "# to load a tape7 file (more/all selected columns loaded).\n", "tape7 = rymodtran.loadtape7(\"tape7-01\", ['FREQ_CM-1', 'COMBIN_TRANS', \n", " 'H2O_TRANS', 'UMIX_TRANS', \n", " 'O3_TRANS', 'TRACE_TRANS', \n", " 'N2_CONT', 'H2O_CONT', 'MOLEC_SCAT',\n", " 'AER+CLD_TRANS', 'HNO3_TRANS',\n", " 'AER+CLD_abTRNS', '-LOG_COMBIN', \n", " 'CO2_TRANS', 'CO_TRANS', 'CH4_TRANS',\n", " 'N2O_TRANS', 'O2_TRANS', 'NH3_TRANS',\n", " 'NO_TRANS', 'NO2_TRANS', 'SO2_TRANS',\n", " 'CLOUD_TRANS', 'CFC11_TRANS', \n", " 'CFC12_TRANS', 'CFC13_TRANS', \n", " 'CFC14_TRANS', 'CFC22_TRANS', \n", " 'CFC113_TRANS', 'CFC114_TRANS', \n", " 'CFC115_TRANS', 'CLONO2_TRANS', \n", " 'HNO4_TRANS', 'CHCL2F_TRANS', \n", " 'CCL4_TRANS', 'N2O5_TRANS'] )\n", "print(tape7.shape)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**IEMSCT = 1**: this example loads data from all columns with data in the sample file." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(51, 10)\n" ] } ], "source": [ "# to load a tape7 file (only selected columns loaded).\n", "tape7 = rymodtran.loadtape7(\"tape7-02\", ['FREQ', 'TOT_TRANS', 'PTH_THRML', \n", " 'THRML_SCT', 'SURF_EMIS', \n", " 'GRND_RFLT', 'TOTAL_RAD', 'DEPTH', \n", " 'DIR_EM', 'BBODY_T[K]'] )\n", "print(tape7.shape)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**IEMSCT = 2**: this example loads data from all columns in the sample file.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(51, 16)\n" ] } ], "source": [ "# to load a tape7 file (only selected columns loaded).\n", "tape7 = rymodtran.loadtape7(\"tape7-03\", ['FREQ', 'TOT_TRANS', 'PTH_THRML', \n", " 'THRML_SCT', 'SURF_EMIS', 'SOL_SCAT',\n", " 'SING_SCAT', 'GRND_RFLT', \n", " 'DRCT_RFLT', 'TOTAL_RAD', 'REF_SOL',\n", " 'SOL@OBS', 'DEPTH', 'DIR_EM', \n", " 'TOA_SUN', 'BBODY_T[K]'] )\n", "print(tape7.shape)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**IEMSCT = 3**: this example loads data from all columns with data in the sample file. Note that in the data file the the fifth column is not labelled, but the function reads still it.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(101, 5)\n" ] } ], "source": [ "# to load a tape7 file (only selected columns loaded).\n", "tape7 = rymodtran.loadtape7(\"tape7-04\", ['FREQ', 'TRANS', 'SOL_TR', \n", " 'SOLAR', 'DEPTH'] )\n", "print(tape7.shape)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next example reads data from the file and display the data in a plot. The columns to be read and plotted are defined in the list `colSelect`. This list is used when loading the data, but also as legend in the plot. The \\ac{MODTRAN} data is given in wavenumber domain. The plot must be in wavelength domain, hence wavenumber is converted to wavelength using `ryutils.convertSpectralDomain`. Finally, the various transmittance curves are plotted against wavelength.\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot different contributions to total transmittance.\n", "colSelect = ['FREQ_CM-1', 'COMBIN_TRANS', 'H2O_TRANS', 'UMIX_TRANS',\n", " 'O3_TRANS', 'H2O_CONT', 'MOLEC_SCAT', 'AER+CLD_TRANS']\n", "tape7= rymodtran.loadtape7(\"tape7VISNIR5kmTrop23Vis\", colSelect )\n", "wavelen = ryutils.convertSpectralDomain(tape7[:,0], type='nl')\n", "mT = ryplot.Plotter(1, 1, 1,\"Modtran Tropical, 23 km Visibility (Rural)\"\n", " + \", 5 km Path Length\",figsize=(12,6))\n", "mT.plot(1, wavelen, tape7[:,1:], \"\",\"Wavelength [$\\mu$m]\", \"Transmittance\",\n", " label=colSelect[1:],legendAlpha=0.5, pltaxis=[0.4,1, 0, 1]);\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next example plots the transmittance from the individual molecules and aerosol separately to clearly show the effect of each.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot the individual transmittance components.\n", "colSelect = ['FREQ_CM-1', 'COMBIN_TRANS', 'MOLEC_SCAT', 'CO2_TRANS', \n", " 'H2O_TRANS', 'H2O_CONT', 'CH4_TRANS', 'O3_TRANS', 'O2_TRANS', \n", " 'N2O_TRANS', 'AER+CLD_TRANS', 'SO2_TRANS']\n", "tape7= rymodtran.loadtape7(\"horizon5kmtropical.fl7\", colSelect )\n", "wavelen = ryutils.convertSpectralDomain(tape7[:,0], type='nl')\n", "mT = ryplot.Plotter(1, 9, 1,\"Modtran Tropical, 23 km Visibility (Rural)\" + \", 5 km Path Length\",figsize=(12,21))\n", "mT.semilogX(1, wavelen, tape7[:,1], '','', '', maxNY=4,\n", " label=colSelect[1:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(2, wavelen, tape7[:,2], '','', '', maxNY=4,\n", " label=colSelect[2:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(3, wavelen, tape7[:,10], '','', '', maxNY=4,\n", " label=colSelect[10:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(4, wavelen, tape7[:,4] , '','', '', maxNY=4,\n", " label=colSelect[4:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(5, wavelen, tape7[:,5] , '','', '', maxNY=4,\n", " label=colSelect[5:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(6, wavelen, tape7[:,3] , '','', '', maxNY=4,\n", " label=colSelect[3:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(7, wavelen, tape7[:,6] , '','', '', maxNY=4,\n", " label=colSelect[6:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(8, wavelen, tape7[:,7] * tape7[:,8] , '','', '', maxNY=4,\n", " label=colSelect[7:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n", "mT.semilogX(9, wavelen, tape7[:,9] , '','', '', maxNY=4,\n", " label=colSelect[9:],legendAlpha=0.5, pltaxis=[0.2,15, 0, 1]);\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot an annotated graph showing band definitions.\n", "import matplotlib.patches as patches\n", "colSelect = ['FREQ_CM-1', 'COMBIN_TRANS']\n", "tape7= rymodtran.loadtape7(\"horizon5kmtropical.fl7\", colSelect )\n", "wavelen = ryutils.convertSpectralDomain(tape7[:,0], type='nl')\n", "mT = ryplot.Plotter(1, 1, 1,\"Tropical: 27 $^\\circ$C, 75% RH, 23 km Visibility (Rural)\"\n", " + \", 5 km Path Length\",\n", " figsize=(12,5),doWarning=False)\n", "mT.plot(1, wavelen, tape7[:,1], '','Wavelength [$\\mu$m]', 'Transmittance', maxNY=4,maxNX=15,\n", " legendAlpha=0.5, pltaxis=[0.2,15, 0, 1],plotCol=['k']);\n", "\n", "\n", "ax = mT.getSubPlot(1)\n", "for txt,tp in zip(['NIR','SWIR','MWIR','LWIR'],[(0.04,.048),(0.09,.095),(0.187,.2025),(0.392,.5)]):\n", " p = patches.Rectangle((tp[0],.85),tp[1],.14,fill=True,color='white',transform=ax.transAxes, clip_on=False)\n", " p.set_edgecolor('black')\n", " ax.add_patch(p)\n", " ax.annotate(txt, xy=(tp[0]+tp[1]/2,.9), xycoords='axes fraction', fontsize=16,\n", " horizontalalignment='center', verticalalignment='center')\n", "mT.saveFig('atmosphere2.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The final example reads path radiance data from a file, plots the results, and calculates the total path radiance in a spectral band. In this example the plot and integration are done in wavenumber domain. Normally you would multiply with a sensor spectral response before integration, but this calculation is over the whole band, equally weighted.\n", "\n", "The \\ac{MODTRAN} path radiance must be converted to metre-based units, see the introduction above.\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PTH_THRML integral is 9.4787611806e-18 [W/(m^2.sr)]\n", "THRML_SCT integral is 9.27772467445e-18 [W/(m^2.sr)]\n", "SOL_SCAT integral is 0.605931118 [W/(m^2.sr)]\n", "SING_SCAT integral is 0.529447243 [W/(m^2.sr)]\n", "TOTAL_RAD integral is 0.605931118 [W/(m^2.sr)]\n", "Note that multiple scatter contributes significantly to total path radiance\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot different contributions to total path radiance on wavenumber scale.\n", "\n", "colSelect = ['FREQ', 'PTH_THRML','THRML_SCT','SOL_SCAT','SING_SCAT', 'TOTAL_RAD']\n", "skyrad= rymodtran.loadtape7(\"NIRscat.fl7\", colSelect )\n", "sr = ryplot.Plotter(1, 5,1,\"Path Radiance in NIR, Path to Space from 3 km\",\n", " figsize=(12,10))\n", "# plot the components separately\n", "for i in [1,2,3,4,5]:\n", " Lpath = 1.0e4 * skyrad[:,i]\n", " sr.plot(i, skyrad[:,0], Lpath, \"\",\"Wavenumber [cm$^{-1}$]\",\n", " \"L [W/(m$^2$.sr.cm$^{-1}$)]\",\n", " label=[colSelect[i][:]],legendAlpha=0.5, #pltaxis=[0.4,1, 0, 1],\n", " maxNX=10, maxNY=4, powerLimits = [-4, 4, -5, 5],yAxisFmt='%.2e');\n", "\n", " #convert from /cm^2 to /m2 and integrate using the wavenumber vector\n", " totinband = np.trapz(Lpath.reshape(-1, 1),skyrad[:,0], \n", " axis=0)[0]\n", " print('{0} integral is {1} [W/(m^2.sr)]'.format(colSelect[i][:],totinband))\n", "\n", "print('Note that multiple scatter contributes significantly' + ' to total path radiance')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Repeat the previous example, but this time plot and integrate in the wavelength domain. The integrated results should be the same as for the example above. In this example the wavenumber domain is converted to wavelength domain and the spectral densities are likewise converted.\n", "\n", "Note that the domain and densities are simply converted, not resampled. This means that the data is still at constant wavenumber intervals (varying wavelength intervals). This does not pose a problem when plotting, but care must be taken when integrating to tell `trapz` that the x interval is not constant. Note, however that the data is in a sequence of *increasing* wavenumber; that means *decreasing* wavelength, and as a result the integral is negative (negative integration intervals).\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PTH_THRML integral is 9.478758997684696e-18 [W/(m^2.sr)]\n", "PTH_THRML integral is 9.478758997684696e-18 [W/(m^2.sr)]\n", "SOL_SCAT integral is 0.6059311254069286 [W/(m^2.sr)]\n", "SING_SCAT integral is 0.52944724898635 [W/(m^2.sr)]\n", "TOTAL_RAD integral is 0.6059311254069286 [W/(m^2.sr)]\n", "Note that multiple scatter contributes significantly to total path radiance\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot different contributions to total path radiance on wavelength scale.\n", "colSelect = ['FREQ', 'PTH_THRML','PTH_THRML','SOL_SCAT','SING_SCAT', 'TOTAL_RAD']\n", "skyrad= rymodtran.loadtape7(\"NIRscat.fl7\", colSelect )\n", "sr = ryplot.Plotter(1, 5,1,\"Path Radiance in NIR, Path to Space from 3 km\",\n", " figsize=(12,10))\n", "\n", "# plot the components separately\n", "for i in [1,2,3,4,5]:\n", " # convert spectral density from wavenumber units to wavelength\n", " wl, Lpath = ryutils.convertSpectralDensity(skyrad[:,0],skyrad[:,i],'nl')\n", " # convert cm2 to m2 for area\n", " Lpath *= 1.0e4\n", " sr.plot(i, wl, Lpath, \"\",\"Wavelength [$\\mu$m]\",\n", " \"L [W/(m$^2$.sr.$\\mu$m)]\",\n", " label=[colSelect[i][:]],legendAlpha=0.5, #pltaxis=[0.4,1, 0, 1],\n", " maxNX=10, maxNY=4, powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n", "\n", " #convert from /cm^2 to /m2 and integrate using the wavenumber vector\n", " totinband = - np.trapz(Lpath.reshape(-1, 1),wl, \n", " axis=0)[0]\n", " print('{0} integral is {1} [W/(m^2.sr)]'.format(colSelect[i][:],totinband))\n", "\n", "print('Note that multiple scatter contributes significantly'\n", " ' to total path radiance')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read a file with solar irradiance " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# to plot solar irradiance and total-path-to-space transtmittance.\n", "colSelect = ['FREQ', 'TRANS','SOL_TR','SOLAR']\n", "sunrad= rymodtran.loadtape7(\"tape7-sunE\", colSelect )\n", "\n", "sr = ryplot.Plotter(1,2,1,\"Solar Irradiance in NIR\", figsize=(12,8))\n", "\n", "\n", "wl, LsunE = ryutils.convertSpectralDensity(sunrad[:,0],sunrad[:,2],'nl')\n", "wl, LsunS = ryutils.convertSpectralDensity(sunrad[:,0],sunrad[:,3],'nl')\n", "\n", "LsunE *= 1.0e4\n", "LsunS *= 1.0e4\n", "\n", "sr.plot(1, wl, LsunE, \"\",\"Wavelength [$\\mu$m]\",\n", " \"L [W/(m$^2$.sr.$\\mu$m)]\",\n", " label=['Irradiance on earth'],legendAlpha=0.5, #pltaxis=[0.4,1, 0, 1],\n", " maxNX=10, maxNY=4, powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n", "sr.plot(1, wl, LsunS, \"\",\"Wavelength [$\\mu$m]\",\n", " \"L [W/(m$^2$.sr.$\\mu$m)]\",\n", " label=['Irradiance outside atmosphere'],legendAlpha=0.5, #pltaxis=[0.4,1, 0, 1],\n", " maxNX=10, maxNY=4, powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n", "\n", "sr.plot(2, wl, sunrad[:,1], \"\",\"Wavelength [$\\mu$m]\",\n", " \"$\\\\tau$\",\n", " label=['Transmittance'],legendAlpha=0.5, #pltaxis=[0.4,1, 0, 1],\n", " maxNX=10, maxNY=4, powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nd:YAG Investigation\n", "\n", "Path length is 5 \\si{\\kilo\\metre}, for ground level at 1.4 \\si{\\kilo\\metre} and path altitude of 1.8 \\si{\\kilo\\metre}.\n", "The conditions are the Tropical climate model and Desert aerosol (wind speed 18 m/s)." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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iAfs9TJh15Hsly5yIiEgr1Jg+xiIiIiLS/PYDLskXzDCzrsAvgScJXVp+ABwQPYuIiKxUFNAQERERaQXc/fRiNiN0EzuL0J1iPHCYuz9cyryJiIi0RupyIiIiIiIiIiJtjgYFFREREREREZE2RwENEZE2KDEbwlbNeMyJZnZa4S2ltTGzUWb2UTmPV4prcGVgZreZ2WPNcJyPzGxUM2SpycxstJld0wry0aBrMjPfxdSBmdsUei0iIqWlgIaISBNEX57zPW4r0am/IUw7OKZExy9K9OU9fq9LzOwbM3vYzFrNbAut5WarjbmcMBUv0Hw34dGxdjGzR81scq4pSs2su5n9zcwmmdliMxtnZqc0x/nz5OtJMzuplOeInAT8rAznSWNmfaMy/TQq02/M7O9mtkrGdmeb2atmttDM2lq/5IbWiwcDv2/gObYm/1S2aeuja/yHDTyHiIgUSQENEZGmWTXxOCZLWtoNkplVNcdJ3b3W3ae6e01zHK+JziO81+HAIcBE4GEz+1tLZsrMOpiZrex5aAx3r3b3WSU6fHfgI8JnY3GObf4C7A8cBmwAXAhcbGaHlSJDZtYD2A14tBTHT3L3ee4+t9TnyWI1YDBwBrAJIaiyC3BPxnadgIeAK8uZuebQ0HrR3We7+4IGnmOGuy9q7HoREWleCmiIiDRB9OV5qrtPBeYm04DOwFwzO9TMnjezxcBxZlZhZn+MfiFdamb/M7MD4mMmmk3/xMxeiVo+fGpme2XZZqtE2vrRL9/zzKzazF43s02idVub2dNmNtPM5kfH3b6ZimFB9J6/dvdX3f0U4FfAiWa2WyJ/g83sXjObEz3+a2brJtavYWaPmNlsM1sUvedDGrD/qKgZ/pFm9jmwFLif0NLghERLkqHZ3oSZ7WNmL0fHnm1mT5nZBhnbNCYP3cxsSNRyZUH0eMjMVm/Ae9/EzJ6NflmfbaHFRK9i/0Bm9i8z+3vi9YVRWWybSJtkZj9Nvo94GTgC2D9RhiMTh1/TzJ6J8v2xme2ZLy/u/ri7n+XuDwB1OTbbAfinu7/g7hPd/Q7gDWDbHNsny/4ICy2Hqs3sVjPraGa/ij5vs8zsL2aW+f1nX+BTd/8yOtY5ZvZV9PmcamZ35Dnvm2b2u8Tru6IyGhS97mpmy8xsx+h1WmsXCy2IrjOzi6LP53QzuzyZRzMbEF0fi6N8HZ0rP7m4+0fufrC7P+ruE9z9ReB04Dtm1jOx3TnufgXwfkPPkcjvHmY218yOS75nM/tdVJ7zzOxiC3XhqOg9T02WY5ZjDo/KdZOM9GOjcquyjHoxSrvazKZEf8tvzOzixL7ZWm91N7M7o+tnqmV0H7ECXUqS681sYpR8f5SviVEeay2jW4yZHRO9j445C1ZEROpRQENEpPT+TGiCvCHwb8Iv06cDvyP8Uvow8JCZjcjY71LgamAE8AzwiJkNznYCM1sNeIUwpeOewBbAtUBltEkP4J/AzsA2hCbZj5tZv6a/vaxuBuYAP4jy1xV4AVhCCDBsD3wLPButg1BGXQm/lG8EnEwUJCpyf4BhwE+AHwGbAT8HXgduJdVq5pscee5G+FV6G2AkMA/4T3yD0YQ8LCX83QcCu0fvbzXg32YrWm8Ueu9PAtVR3g4i3PDfkuN9ZDM6OnZsJDAzTrMQlBkcbZfpcuA+4FlSZfhaYv2FhOt0M+Bt4F4z696AvGXzCvA9M1sjyt8OhM/BkwX2GwocAHyXcO39CHiE0A1gL+AXwK8JZZh0YLQdZvYD4DRCUG7d6Fhv5TnnaNLLdldC2Y6MXu8ILC9wjJ8CNYS/64mEv///JdbfBqwDfCfK6+HRe22qnoTrs9laFETl9zBwrLvfkFi1C+GzMRI4ntBS5HFCi5CdgFGEVjhbZjuuu38GvEMoq6SfAv9y9+VZdvsN4W99COFv+X/AuAJv4bfAJ4Q69FzgIjM7uMA+uWwdPR9D+Nxs7e4TCZ+lzKDU0YQg3rJGnktEZOXk7nrooYceejTDA/hhqFZXvB5KCDCcmrHdZOCcjLTRwJ0Z+52dWF8BfAZckLHNVtHrC4GvgI5F5tUIN+M/S6RNBE5r4HvOuQ/hF/XHo+WjgfFE04VHaZXALODH0esPgXNzHKuY/UcRbhwHZinbaxrx9+wG1AI7NSUPhABTLTA0kbYWoXXCd4p478cQgis9Emkjo7//OonzfpTnvWwQbb8qIXCyFDgTeCpxjvGJ7dOOR7ihfizjmPE1eFwibXCUtlORZVwNHJklvSMhYONReS4Hji9wrFGELiy9EmkPADNIfC4yrwegihB82yJ6/VvCTW9Vke9h3+h9dCDcNC8gfB5vSHw2n8lVllF+Xs845jPAP6Ll4VE57JhYv2Z0TY1q6HWdOEbv6Hq+Osf6tPqswLFGA9cAx0bX6l4Z628jBBIrE2nvAB9mbDeRPHUQIRj8FdFnEFiD8DnaPuOajOvFq4HnSHxms+U74/zPZGzzD+CVXHks4rUDP8xStnOAzhmfz40b+/fUQw899FhZH2qhISJSeu/EC1HT7tWAVzO2eYXQgiPp9XjB3euAN7NsE9uc8KU76697UZP1G8zsMzObR7jpGgAMacgbaSAjfEkH2JLw6+yCqCl3NeHGpw+wdrTNVcAfLHSVuSDjl9pi9geY5O7TGpVZs7XN7G4z+9zM5gPTCIGkuIwam4cNgCkefpkFwN2/AKaQ+nvme+8bEG78kn39XyPcyOW6HtK4+yfR+xlJaDHwOXAvsKOFcV1Gkr11RjE+TCxPiZ4HNPJYsV8T8vl9QrmfAlxuZvsU2O9rd5+XeD0N+CzjczEtI3+7AtXu/l70+n5Cd7EvzexmM/uRmXXKc86XCa0MtiaU48uEX+BHRutHUrhsP8x4PSWRxw0If+sVLTzc/StSZd1gZtYN+A8huHpGY4+T4QBCq7B93P3pLOs/dvfaxOtpwP8ytsn822S6h1B/7hy9/gnwhbu/nmP72wgtez4zs2vNbH+r390oU+axXqfIz1kDPAIsIwxKCiFY+pa7N9tMRSIiK4sOLZ0BEZGVwMIsadlmD2jKjAKFBp68ndDl4RTCL4hLCb9clqS/tplVEn5Zjm/CKgjdXA7JsvlsAHe/2cyeAvYjNK1/zcz+7O6jitk/kq2sixXf4B0XPdcAH5Mqo8bmIRnYyRR+ws3/3gvuX6QXCV0jZgAvuPtEM5tJuBHfldAFqjFWNPV3d4960TT6BxMz60LopvUjd/9PlPxh1CXrNPJ3O8nsduA50ioTrw8k6m4C4O7fmNl6wB6Ev8UVwLlmtq2717u+3L3azN4j1V3oBcJN8JpRV56tKRw0yJbHuAybdVDZqDvQ49HL77r7kmY69IeEfP/czN5w98xrs9i/Tc5rx92nm9mzhG4mL0XPd+XZ/j0LY+bsQ+judTvwgZntGQWJW4S7L7cwLsvRZnYfYfDbc1oqPyIibZlaaIiIlJG7zyf8srpTxqqdCDfPSdvFC9FYC9sQ+nZn8x6wU54B5XYC/ubu/3X3sYQWGqs2MPsN8QtCk/YHEvlbB5jpYUDC5GNFMMDdJ7n7je7+Y8IX/GMbsn8Oy0i/ga3HwtSVGwAXufuzUYuGHqQH/hubh4+BwZYYjNTM1iL80rzib57nvX8MbGZhJo7YDoT/4bmuh2xGE266R5JqMfBidJ5c42fECpZhM6qKHrUZ6bWU5nvL9wljnKzg7kuiz8ophIDERoQWI7mMJpTtrsDoKEjwJnA2hcfPKOQTwvuOx2PAzIYQrp8Gia6hJwl/y/3cvboJ+cr0JeHa2gu4MTE+THO7E/hR1Ippk+h1Tu6+wN3vd/dfEmbO2Z3wOc5luyyvG/I5y7Sc7J+dmwjXzK8Idc29TTiHiMhKSwENEZHyuww4zcLsJ8PN7DxCE+orMrb7pZn9MPq1+EpCv/m/k911hOkw77Mwo8k60fFHROs/A35mZhua2daEL8/NNfhcDzMbZGGmjh3M7K+EpufXeJhJAcKvqNMIA5vuambDzGwXM7si+hUbM7vKwkwja0X53ofUDX/B/fOYCGwTzS7QL0eT8zmEgRyPicpuV+B6QiuNWGPz8CzwAXCXmW1pYXaDuwgBkueLfO8LgTsszHayC3AD8JC7Tyjw3pNGE27ktiEVvBhNmL5zgrtPzrPvRGBjM1svKsNGTz9sZt3NbET0PiuAIdHrIbAi6PciYYDIkVE5H0kYCPPhxp43R162IAyM+WIi7Ugz+0VU1sOAowg3pePzHGo04ea0B+HvGqf9DHjNsw9YWRR3H0cIQtxgZttH5XYbuae8zSoKZjxN6CJ1JGH2nUHRo2NiuyHROYZGr0dEj4IDvUZdqXYjXL+lCmo8TAh43UzoppHz72Jmv43qwQ3MbB1CF5X5wKQ8x9/OzH5vZuua2TGE6+6vTcjvRGCPqJz7xIkeBjl9hfD/4IHouhcRkQZSQENEpPyuJnyJvRT4iDAK/w/cfUzGdmcSBij8gHCDcJC7Z/0iHt2M7kLoHvECYcrFX5O6IT+aEPB4lxDMuIXwRTsnC1Mt5t0mcg5hgNEJhNkwhgEHu/uvE/lbFOXvC8IYBZ8Smn/3IQQTIPxP+hvhRv4ZQvDgiAbsn8vlhODNx4TuFvXGDYman/8fsCnhb3It8EdC15yGvId6oqb3B0bnHk34+0wFDkw0yy/03vcm3Hi/Rege8Tr1Z0nIK2p1MhUY5+4zouQXCL8ejy6w+02EX6nfid5HvtYKhWxFuD7fB7oAf4qWz0tscwhhxpS7CGVyJuHvkTnFZlMdSBi4NhlwmEuYHedlwrXwA8L1/GWe47xM6C7xcmKciGLLthhHElpAPE/oGnU3GZ/fIj6vWxJaG2xICHB+m3jskNjuPMLf47Lodfy3SptmNBd3/5zQUmMfQhCmWYMa0efhYcKsOnlbZxBaop1O+Ny8RxhPY9/oGLn8hVAPvA9cQBjA+YE82xdyKiHI8w31p8K9mVBn39yE44uIrNTM63VxFBGRlhR1TfiSMMXfOwU2L2U+XgQ+dffjWioPIqVkZh8AF7r7fS2dl6bS57XtMbPfAT939+EtnRcRkbZKg4KKiEg9ZtYLWI/UKPwi7UrUzeIh4ImWzktT6fPatkTdd9YnTEN7YQtnR0SkTVMLDRGRVqa1tNAQEZHmZ2a3AYcCjwKHuntN/j1ERCQXBTREREREREREpM3RoKAiIiIiIiIi0uYooCEiIiIiIiIibY4CGiIiIiIiIiLS5iigISIiIiIiIiJtjgIaIiIiIiIiItLmKKAhIiIiIiIiIm2OAhoiOZhZtZmt1dL5EBGRFNXNItKWmNmRZvZKS+cjZma3mdkFLZ2PcjKzP5vZyS2dj0xm9pCZ7dPS+WjrFNCQsoi+gMaPOjNbnHj905bOXzbu3t3dv4Dslb+ZTTSz77RM7kREmk51s4isrEpRV5jZUDNzM+tQrnyVo84zs+3M7Bkzm21mM8zsfjNbNc/2Q83scTObY2ZTzeyauEzMrKOZPRDl281sZJ7jHGpmH2ekPZMj7czE69XMbFK03B84HLihke/9CDN718zmm9kkM7u0KX/fDBcDFzbTsVZaCmhIWURfQLu7e3fga+B7ibS74u2asYIQEZECVDeLiEgR+gA3AkOBNYEFwK15tr8OmA6sCowAdgV+lVj/CvAzYGqB874IbBAFJeL/RZsBXTPStgdeSuy3H/BktHwk8Li7Ly5wrly6AicD/YBtgT2A0xp5LAAsqHD3t4CeZrZVU463slNAQ1qUmY2Mop2/M7OpwK1m1sfMHosiwHOi5dUT+4w2s/PN7FUzW2BmT5tZv2hdZzO708xmmdlcM3vbzAYm9rvAzF6Lfn38j5mtYmZ3RVHXt81saOI8bmbrmNmxwE+BMxL7/RMYAvwnSjsj2uf+KBI9z8xeMrONEse7zcyuNbP/Rvl+08zWTqzfKBH9nmZmZ0XpFWZ2ppl9Hr2v+8ysbyn/LiKyclPdrLpZZGWVqP/OMrOZFloS/DSxfn8zez+qn74xs1GJ3eOb6rlRHbR9Yr/Lo7rzSzPbN8e5c9Vh3zezsVH9OdrMNiiwfc46rzHc/Ql3v9/d57v7IuAaYMc8uwwD7nP3Je4+lRBc2Cg61jJ3v9LdXwFqC5x3CvAFsEuUtAUwlhDoSKZVAO8kdt0PeDxa3jfaHkj7+55hZtPN7FszO9DM9jOzz6K6/qxEHv7u7i9H+Z4M3JXrvRfxv+5CM3sVWATEXSdHA/vnKwfJTwENaQ0GAX0JEd9jCdflrdHrIcBiQsWZ9BPgKGAA0JFUpPQIoBewBrAKcHy0f+wQ4DBgMLA28Hp0rr7AJ8C5mZlz9xsJldel0a+W33P3w0j/NfPSaPMngHWjfL0X7Zd0KPAnQqR7AlEzMzPrATxLqPBXA9YBnov2+Q1wICG6vRowB7g2M58iIs1MdbPqZpGV1SDCL/KDCfXXjWa2XrRuIaELQ2/CjegvzezAaF18k907qoNej15vC4yLjnkpcLOZWeZJs9VhZjYcuIfQSqA/4Ub9P2bWsQl1HgBmNiS68c71+EmO8tmFEFjI5SrgEDPramaDCUGFJ/Nsn89LpMp1F+BlQguPZNob7r4sek9VUdoz0fpNCGWfNAjoTPj7ngPcRGgxsiWwM3CO5R6rKd97L/S/7jDC/9MewFdR2ieEVifSSApoSGtQB5zr7kvdfbG7z3L3B919kbsvIHyx3DVjn1vd/bOo+dh9hOZsAMsJFcg67l7r7u+6+/yM/T5393mEyv5zd3/W3WuA+4HNm/JG3P0Wd1/g7kuBUcBmZtYrsclD7v5WdL67Evn+LjDV3a+IotkL3P3NaN1xwNnuPilx3B+amoCLSGmpblbdLLIy+2NU/70I/Bf4MYC7j3b3/7l7nbt/SAg2ZNaFmb5y95vcvRa4ndAVY2CR+fg/4L/u/oy7LwcuB7oAO+TaoYg6L97ua3fvnedxd+Y+ZrYpIQhwep48v0hokTEfmERoPfHvIt9vtmPFwYudCQGNlzPSXkxsvwvwQfR/CkLgaQHplgMXRuV5LyHQdFVUZmMJAYtNMzNiZkcBWxH+BtkU+l93m7uPdfea6NxEeeud681LYQpoSGsww92XxC+iaO4NZvaVmc0nRGZ7m1llYp9kn7tFQPdo+Z/AU8C9ZjbFwsA9VYltpyWWF2d53Z1GMrNKM7s4an48H5gYrepXRL7XAD7Pceg1gYfjaDkhkltL8f8IRUQaQ3Wz6maRldUcd1+YeP0VoSUWZratmb1gofvdPMKv8P2yHSRhRR0TddmA4uu11Uj9mo+71wHfEFoX1FNkndcoZrYOIeh8kru/nGObCkJ9/xDQLTpvH+CSRp72JWBTM+sDbAe87u6fAqtGaTtRf/yMxxOv5xBaRCTNioJLkGpBkff/TtQK52JgX3efmSOvhf7XfZNlnx7A3BzHkyIooCGtgWe8PhVYD9jW3XuSisDWa5pX70Duy939T+6+ISFy/V1Cs8DmzmO2tJ8ABwDfITQ3GxqlF8w3oYJbO8+6fTMi5p099OMTESkV1c2qm0VWVn3MrFvi9RBgSrR8N/AosIa79wKuJ1WfZKuTGirzGFMIAVQgDChJCLZOzrF90XVe1OWkOs8jOXbImoQueOe7+z/z5L9vlL9rohYuswhdCPfL+65z8DCr1RRCV42v3b06WvV6lNYdeCOxy36EFjWxD4HhjTl3zMLUqjcRuvb8L09eC/2vy3Z9bAB80JT8rewU0JDWqAchMjrXwgBr9fpO52Jmu5nZJtEvhvMJTb/yDjhUpGmkBu/JldYDWArMIoyIfFEDjv8YMMjMTjazTmbWw8y2jdZdD1wY/SPBzPqb2QGNeRMiIk2gull1s0h7UxUN5Bg/kl3G/mRhitGdCTem90fpPYDZ7r7EzLYhBBBiMwjd9XKNv1CMzDrsPmB/M9sj+rX/VEKd9lqO7Yuu86IuJ93zPO4CiMbBeB641t2vz5f5qPXCl4SxRTqYWW/C2BIrbtqj+rRz9LJjVPb5gswvA7+NnmOvRGnvRN0cMbNhQKeoBUfscQp3CcrJzHYndEX8gYdZSfJt25j/dbsSWr1IIymgIa3RlYS+gTMJEdeGDCI0CHiAUIl8QuhTd2cz5OlmYMOoafG/o7Q/A3+I0k4D7iA0CZwMfEx6tDivqJ/fnsD3CM0SxwO7RauvIvwS8LSZLYiOu22244iIlNCVqG5W3SzSvjxOCNTGj1FR+lRCV4UphJvZ4xM3yb8Czos+9+cQAg7Aiu4kFwKvRnXQdo3IU1od5u7jCANW/o1Q/36P0FJgWbbtaUKdl8cvCEGTc5MtOOKVFmaESd6UHwzsQwjwTABqgFMS68cRynswoYvGYhKtULJ4kTDA6SuJtJejtGR3k/1J724CoTz2M7Muhd5kDn8ktHR5PPHeV7xXM3vCUrOiNOh/nZltDSwsFCiR/My9OVpGiYiIiIiItG1mNhK4091XL7CptDJm9jihq8vjGekXAdPd/coWyVgOZvYgcHNmfqVhNBK3iIiIiIiItHWjgRcyE939rPqbtjx3/0FL56E9KEuXEzO7xcymm9lHOdabmV1tZhPM7EMz2yKxbh8zGxetO7Mc+RURWRmobhYRKa1s9ayZ9TWzZ8xsfPTcJ7Hu91G9Os7M9s5xzCbtL9Jeuful8XgasvIo1xgatxH6UeWyL7Bu9DgW+DuEaYeAa6P1GwKHmtmGJc2piMjK4zZUN4uIlNJt1K9nzwSec/d1geei10T16CHARtE+11n6tMjNtb/k4e6j1d1EpO0oS0DD3V8CZufZ5ADgDg/eIMxrvyqwDTDB3b+IBr65N9pWRESaSHWziEhp5ahnDwBuj5ZvBw5MpN8bTXX5JWEwxW2yHLap+4uItButZQyNwYT53GOTorRs6TlHEDezYwm/ItK5c+cthwwZ0vw5bQfq6uqoqNAEN7mofPJT+eT32WefzXT3/i2dj2bS5LpZ9XLx9NnKT+WTn8ont1ZYLw90928B3P1bMxsQpQ8mfUaKuM5t7v1VNzeAPlu5qWzyU/nk11x1c2sJaGSbd9jzpGfl7jcCNwKst956Pm7cuObJXTszevRoRo4c2dLZaLVUPvmpfPIzs69aOg/NqMl1s+rl4umzlZ/KJz+VT25tqF5u0Pfepuyvurl4+mzlprLJT+WTX3PVza0lZDQJWCPxenXCvM+50kVEpPRUN4uINL9pUfc9oufpUXqxdWtT9xcRaTdaS0DjUeDwaET97YB5UVO6t4F1zWyYmXUkDHT0aEtmVERkJaK6WUSk+T0KHBEtHwE8kkg/xMw6mdkwwoDMb5VgfxGRdqMsXU7M7B5gJNDPzCYB5wJVAO5+PfA4sB9h8KJFwFHRuhozOxF4CqgEbnH3seXIs4hIe6e6WUSktHLUsxcD95nZz4GvgR8BuPtYM7sP+BioAU5w99roOP8Arnf3dxqzv4hIe1WWgIa7H1pgvQMn5Fj3OOFLtYjkUFtby+zZs1m+fHnJz9WzZ0+mTFEL1qqqKvr27UtlZdudEU91s0hpqW4ur9ZYL+epZ/fIsf2FwIVZ0n+RWJ7V0P1FJFC9XH6lrptby6CgItIEs2fPpnPnzvTr1w+zbGOCNZ9ly5ax2mqrlfQcrZ27U11dzezZs+nfvzUNnC8irYnq5vJRvSwixVC9XF7lqJtbyxgaItIEy5cvp3v37iWvmCUwM7p3716W6L6ItF2qm8tH9bKIFEP1cnmVo25WQEOknVDFXF4qbxEphuqK8lFZi0gxVFeUV6nLWwENEREREREREWlzFNAQERERERERkTZHAQ0RabJZs2YxYsQIRowYwaBBgxg8ePCK119//TUHHHAA6667LmuvvTYnnXQSy5Yt46mnnlqxTffu3VlvvfUYMWIEhx9+OAAPP/wwZsann3664jwTJ05k4403LipPRx55JMOGDWPEiBFsttlmPPfcc2nr//rXv9K5c2fmzZu3Im306NH06tWLzTffnPXWW49ddtmFxx57rBlKSESk/FQ3i4i0LqqXm58CGiLSZKussgpjxoxhzJgxHH/88ZxyyimMGTOG999/nx/+8IcceOCBjB8/ns8++4zq6mrOPvts9t577xX7bLXVVtx1112MGTOGO+64A4B77rmHnXbaiXvvvbfR+brssssYM2YMV155Jccff3zaunvuuYett96ahx9+OC1955135v3332fcuHFcffXVnHjiifUqdhGRtkB1s4hI66J6uflp2laRdubkk2HMmOY95ogRcOWVDd/v+eefp3Pnzhx11FEAVFZW8te//pVhw4bxpz/9ia5du2bdr7q6mldffZUXXniB73//+4waNarReQfYfvvtmTx58orXn3/+OdXV1Vx22WVcdNFFHHnkkVn3GzFiBOeccw7XXHMNe+yxR5PyICIrt5OfPJkxU8c06zFHDBrBlftc2eD9VDeLiNCqvjSrXm48tdAQkZIZO3YsW265ZVpaz549GTJkCBMmTMi537///W/22Wcfhg8fTt++fXnvvfealI8nn3ySAw88cMXre+65h0MPPZSdd96ZcePGMX369Jz7brHFFmlN+ERE2jrVzSIirYvq5cZTCw2RdqYxLSlKxd2zTtWUKz12zz33cPLJJwNwyCGHcM8997DFFls0+Pynn346Z5xxBtOnT+eNN95YkX7vvffy8MMPU1FRwcEHH8z999/PCSeckPM9iIg0VWNaUpSK6mYREVrVl2bVy42ngIaIlMxGG23Egw8+mJY2f/58vvnmG9Zee+2s+8yaNYvnn3+ejz76CDOjtrYWM+PSSy9t8Pkvu+wyDj74YK6++mqOOOII3n33XT788EPGjx/PnnvuCcCyZctYa621clbO77//PhtssEGDzy0i0lqpbhYRaV1ULzeeupyISMnsscceLFq0aMWgRbW1tZx66qkceeSROfsCPvDAAxx++OF89dVXTJw4kW+++YZhw4bxyiuvNCoPFRUVnHTSSdTV1fHUU09xzz33MGrUKCZOnMjEiROZMmUKkydP5quvvqq374cffsj555+fs+IWEWmLVDeLiLQuqpcbTwENESkZM+Phhx/m/vvvZ91112X48OF07tyZiy66KOc+99xzDwcddFBa2g9+8APuvvtuAMaNG8fqq6++4nH//fcXlY8//OEPXHrppdx77731jn/QQQetGBn65ZdfXjEF1QknnMDVV1+tQedEpF1R3Swi0rqoXm48a699ENdbbz0fN25cS2ejVRo9ejQjR45s6Wy0Wm2xfKZMmcJqq61WlnNNnDiRoUOHluVcrV22cjezd919qxbKUqumejm/tlj3lFNbLB/VzeWnernhVDfn1xbrnnJpi2WjerlllLJuVgsNEREREREREWlzNCioiLRpJ5xwAq+++mpa2kknnbRiHm8RESk/1c0iIq1Le62XFdAQaScKTevUXl177bUtct722l1PRJqX6ubyUb0sIsVQvVxepa6b1eVEpB2oqqqiurpaX+bKxN2prq6mqqqqpbMiIq2Y6ubyUb0sIsVQvVxe5aib1UJDpB3o27cvs2fPZsGCBSU/1+zZs+nYsWPJz9PaVVVV0bdv35bOhoi0Yqqby0v1sogUonq5/EpdNyugIdIOVFZW0r9//7Kc67PPPmOLLbYoy7lERNoy1c0iIq2L6uX2R11ORERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM1RQENERERERERE2hwFNERERERERESkzVFAQ0RERERERETaHAU0RERERERERKTNUUBDRERERERERNocBTREREREREREpM0pW0DDzPYxs3FmNsHMzsyy/nQzGxM9PjKzWjPrG62baGb/i9a9U648i4i0d6qbRUTKz8zWS9StY8xsvpmdbGajzGxyIn2/HPtnrbvNrK+ZPWNm46PnPuV7VyIi5VeWgIaZVQLXAvsCGwKHmtmGyW3c/TJ3H+HuI4DfAy+6++zEJrtF67cqR55FRNo71c0iIi3D3ccl6tYtgUXAw9Hqv8br3P3xzH0L1N1nAs+5+7rAc9FrEZF2q1wtNLYBJrj7F+6+DLgXOCDP9ocC95QlZyIiKy/VzSIiLW8P4HN3/6rI7fPV3QcAt0fLtwMHNmdGRURamw5lOs9g4JvE60nAttk2NLOuwD7AiYlkB542MwducPcbc+x7LHAsQP/+/Rk9enTTc94OVVdXq2zyUPnkp/JpV0peN6teLp4+W/mpfPJT+bRph5AeLD7RzA4H3gFOdfc5Gdvnq7sHuvu3AO7+rZkNyHZC1c3F02crN5VNfiqf8ihXQMOypHmObb8HvJrRpHlHd58SVcrPmNmn7v5SvQOGL9M3Aqy33no+cuTIJma7fRo9ejQqm9xUPvmpfNqVktfNqpeLp89Wfiqf/FQ+bZOZdQS+T+jSB/B34HxCXXw+cAVwdOZuWQ6Vq+7OSnVz8fTZyk1lk5/KpzzK1eVkErBG4vXqwJQc22ZGqXH3KdHzdEL/wm1KkEcRkZWN6mYRkZa1L/Ceu08DcPdp7l7r7nXATWSvV/PV3dPMbFWA6Hl6yXIuItIKlCug8TawrpkNiyLRhwCPZm5kZr2AXYFHEmndzKxHvAzsBXxUllyLiLRvqptFRFpW2thEcTAichDZ69V8dfejwBHR8hEk6m0RkfaoLF1O3L3GzE4EngIqgVvcfayZHR+tvz7a9CDgaXdfmNh9IPCwmcX5vdvdnyxHvkVE2jPVzSIiLScam2hP4LhE8qVmNoLQhWRivM7MVgP+4e775aq7o/0vBu4zs58DXwM/Ksd7ERFpKeUaQ4No2qnHM9Kuz3h9G3BbRtoXwGYlzp6IyEpJdbOISMtw90XAKhlph+XYdgqwX+J1vbo7Sp9FmDVFRGSlULaAhoiIiIhIa2Nm9Qaaz2GJu+9V0syIiEiDKKAhIiIiIiuzrYHjC2xjwFVlyIuIiDSAAhoiIiIisjJ7zd1vL7SRmf2kHJkREZHilWuWExERERGRVsfdixpzQt1NRERaHwU0RERERERERKTNUZcTEREREVnpmdlAYC/CDE69gbnAB8Az7j615XImIiK5qIWGiIiIiKy0zGwDM3sA+Bg4DKgCpkbPhwFjzewBM9uwBbMpIiJZqIWGiIiIiKzMbgMuA37q7kszV5pZR+AA4GZg+/JmTURE8lFAQ0RERERWWu6+bYH1y4D7o4eIiLQiCmiIiIiIiABm1gv4DbA50D25TrOciIi0PgpoiIiIiIgE9wOVwMPA4hbOi4iIFKCAhoiIiIhIsB2wirsvb+mMiIhIYZrlREREREQkeAXYoKUzISIixVELDRERERGR4EjgcTN7E5iWXOHu57VIjkREJCcFNEREREREgguBNYCJQM9EurdIbkREJC8FNEREREREgkOA4e7+bUtnRERECtMYGiIiIiIiwReABgQVEWkj1EJDRERERCT4J/Comf2N+mNoPN8yWRIRkVwU0BARERERCU6Ini/KSHdgrTLnRUREClBAQ0REREQEcPdhLZ0HEREpXoPG0DCzCjNbtVSZERGRhlPdLCLSPMysY0vnQUREildUQMPMepvZ3cASYEKU9n0zu6CUmRMRkdxUN4uINLtqM/vQzP5pZqea2XfMbB0zu7WlMyYiIvUV20LjemAesCawLEp7Hfi/UmRKRESKorpZRKR5DQB+A7wLbAzcBIwDdmrJTImISHbFjqGxB7Cauy83Mwdw9xlmNqB0WRMRkQJUN4uINCN3nwuMjh4ARK3evm2ZHImISD7FttCYB/RLJpjZEFS5i4i0JNXNIiKldwFwZktnQkRE6is2oPEP4EEz2w2oMLPtgdsJzZ1FRKRlqG4WEWlGZnatmR1jZlubWecoeVVgUUvmS0REsiu2y8klhEHnrgWqgFuAG4CrSpQvEREpTHWziEjzmgzsDpwErGVmkwnjajxlZgcBnwDj3b22BfMoIiKRogIa7u7AldFDRERaAdXNIiLNy90vipfNrArYENgkehwTPfcHOmc9gIiIlFVRAQ0zOxN4zt3fTqRtA4x090tLlTkREclNdbOISOm4+3Lgg+ixgpn1bpEMiYhIPcWOoXES8HFG2sfAyc2aGxERaQjVzSIiZRAFkIEVM6GIiEgrUGxAoyOwPCNtGWpuJyLSklQ3i4iUxy4tnQEREamv2IDGu8CvMtKOB95r3uyIiEgDqG4WEWlGZpb1u7G771fuvIiISGHFznJyCvCMmR0GfA6sAwwE9ixVxkREpCDVzSIizcTMKoFqM+vt7ktbOj8iIlJYsbOcjDWz4cD3gNWBh4DH3L26lJkTEZHcVDeLiDQfd681s8+AVYApLZ0fEREprNgWGkRfkO8pYV5ERKSBVDeLiDSru4DHzOwqYBLg8Qp3f77FciUiIlkVO23rMOBCYATQPbnO3Yc0f7ZERKQQ1c0iIs3ul9HzqIx0B9Yqb1ZERKSQYlto3E3on30qsKh02RERkQZQ3Swi0ozcfVhL50FERIpXbEBjI2BHd68rZWZERKRBVDeLiDQjM9sNmOjuX5rZIOASoAY4292ntmzuREQkU7HTtr4EbF7KjIiISIOpbhYRaV7XAbXR8l+Aqmj5xpbJjoiI5FNsC42JwFNm9hCQFp1293OaO1MiIlKUiahuFhFpToPd/Wsz6wDsDawJLEOznoiItErFBjS6Af8hRKnXKF12RESkAVQ3i4g0r/lmNhDYGPjY3avNrCOplhoiItKKFBXQcPejSp0RERFpGNXNIiLN7m/A20BH4OQobUfg05bKkIiI5FZsCw0AzKwH0A+wOM3dv2juTImISPFUN4uINA93v8TMHgZq3f3zKHky8IsWzJaIiORQVEDDzDYE7gI2I8zDbdEzQGVpsiYiIvmobhYRaX7u/lm+1yIi0noUO8vJdcALQF9gPtAHuAE4okT5EgHAHWpr09OWLElPc4cFC2DZMli6FBYuDMuLFkFdXVg3bx7MmQM1NWGf2tqwThpvyZJQ9kuXZi/LmTNhwoTij+deeBupR3WziEgZmNmZLZ0HERGpr9guJ5sBe7r7cjMzd59nZqcDHwF3li57TTN3bnju3bv+umnToEsX6NkzvI5vcKuaecinmhr46CPYdFOoroaHHgo33PvvD0OHwksvwezZsN128OCDMH067LorDBsGXbvCl1/CY4/BqquG1z17wo47wtVXQ7dusNde8Mor4XjDh8PNN8Po0bDaanDUUfDWW3DYYfD11zBqVMhTVdWQFe/9vffCuueeg733hpNPhgsugDfegBNPhB494LbbYNYsGDIE/vc/MIP+/cPruXPh9ddDsKC2Fjp3hkMOCccdPx4qKsLj229hlVVgvfVgypSw38KFMGAALF8ebornz4d114UZM0KaWUhzh06dwt+ma1eYNCnkfcCAsH727FSgIlP37qHcY2bQq1fq2oCQv8rKVF7dd6ZHj5AngLXXDuX51Vfp28XL3btDv37h2JWVsP76oSwqK6Fjx1BWgwaFtP79w3vs0CEcv7Y2vK+ePcOxzMKjHGpq4NNPw/k22qj++kcfhV/9KgQmTjkF/vzn8Dd7//3eTJsGRxwBP/pRuP6GDAnX3aefhuvh+98Pf+vZs8M19de/5s7H22/DrbeG6+ycc+DMRnxlXLIkXHsroTZVN9d5HXOXzMUwzIwOFR2oqqiiQ0UHrAEXfm1dLcvrlgOsOFbyucIqGnQ8EZEi7AJc3NKZEBGRdOZF/CxqZt8Ca7v7IjObAOwOzAEmu3vPEuexUQYM2MRnzfofAI88At/9bmrdK6/AbruFm8o99wzrf/lLuP/+EExYf33417/Cje8qq4Ttdt0V1lkHfvjD8KvzYYfBLbfABhukjvvSS+Hx9tsweXLYtmNHOPXU+vlbe+0QNOjfv/66+GZ62bLs723HHeHVV+un7703PPVUuJFOtmB4/HG491644w7o2zfcZOZyzjlw3nlhed11Q4Bl3rzc2wNsvTVsvnk47/XXp35p/+lPw3uoqQnvd8oUuPvucON52GHhRv7ZZ2HgwFDOnTuHG+Ittwzltnx5+BtUVoYb1jfeCOV67LEhsLJoEayxRnhPffqkyit+/0uXph/PLARevv02BEM6dkwFsmprU8tff/0NvXuvQdeuIe/jx4fA0lprhX3iViN1deExb14o07i1wjff5C+vbKqqUsGW2toQhOneHQ49NFxjCxaE4NS0aWHb/v3hiitCUO6ii1IBourqcK0uWQJ77BG2Hz8eBg+GP/0pXOennhry+p3vwPPPh/NvvDH85S/h8wDhfQ8bFvK01lrw4oshqNG7N5x7bvb3MGVKCPxACNwdfHAIxE2fHvLfpUv9fcaPD4G4WOfO4b106hRef/st3HknnHZa9kDP00/D4sVw4IHwn/+kf84zPfVUKIPHH88e5GwuZvauu29VujOknatN1c22mjnHZV9XaZVUVVatCHDEywDLapelPWq9NvtBIh0qOtCzU896j65VXVm0fBHVy6pZsHQB1cuqw/KyBdTU5YiKNkKFVdC1qivdqrrRo1MPNhu4Gdutvh3br749mw7clKrK+pHz2Ytnc/uTt8MgmDB7Amv0WoP1+63P+v3WZ+0+a2fdx92Zs2QOn8/+nIlzJzJ94XRmLprJzEUzWVyzmOV1y1leu5wKq6Bzh8507tCZSqtkcc3i8FgenpfULGFJzRLqPDS1smgoljhAFC83dl2FVdCjYw96depFr8692G717dh77b3p1blXg8p19OjRjBw5Muu62rpavpz7JTMWzmDW4lnMWjQr7XlxzWLi7zsdKjrQu3Nv+nTuE5679FmxvKRmCbMXz2bOkjnMXjx7xWPBsgXUeR3ujuNpz3VeVy8t8xmgW8du9OjYgx4de7Dlalty8AYH07tz74Lve1r1NO796F6+nvf1ijJdvefq/Hzzn9OjU4+iymfhsoW8NfktIFyflRWV9O7cm75d+tK3S18WLF3AN/O/YdL8SUyrnsacJXOYu2Qui5YvonvH7vTs1JMeHXtQVVlFhVVQYRX079qfjQZsxJBeQ6iw7A1+l9Ys5fVJr/PM58/w7JfPMnHuRGrqaqipq6HSKlm1x6oM7jGYIb2GcNSIo9hxyI4Fy6Mxylkvt0Xrrbeejxs3rqWz0Wrl+2yt7FQ2+al88muuurnYFhovAz8GbgMeAJ4AlgLPNzUDpTJjRidGjgy/Gv/tbzBxIhx/fLjR++53Q9Cge/dwE1SR+D/88MPZj/fkk/XT/vIXuOmmsLxsWbiRTJo9O/1mDeBnPws3j2eeGfKTdNpp4eb70EPT0199NQQAvvgi9XqPPUKrCgjr/vnPcMMG4SbvBz9ItUJ4881wM3zggeFGc9CgJUyfnv5z9v33h1/bb7wx3OwddxxccklYt/PO4YZ43DjYaafwy/wZZ6Ruht98M3WzudZacPrp8P77MGJE/TI799xws7zhhvXXFeJentYLo0d/zsiRjZ8Bs7o63LzX1YUAx5Qp4ca8Y8cQYBg7NgQ9BgwIN/zLloVtli8PN/gdO4Zg0n33wbXXpo47cGAIbtTVwQMPhBYUyaDXaquF8z3xRHgdt8hJuuCCcOzKyvD3q6wMrz/6KLT2+fzz8Dd89NHQEua++8LnpWvXsBzXyWedFVqVJFtTfPhhavnpp8PzGWeEQMhnn8Fmm9XPT3Kf448PAbGZM8P1BvC978G778I++8Amm6Tv+8UXIYgXO/HEUM7HHBOulS++CO9l8eLQmin24otwwAH185LPwoXwxz+GPGZ+pltYm6qb+3fuz+/3+j0QWmvU1NWsuOlOLi+vi17XLsdxOlV2omNlRzp1CM8dKzuuCHZku4FcWrOU+UvnM3/ZfOYtmcf8pfOZVj2NRcsX0bWqK907dmdwz8F079idHh170K2qGx0rOzbb+6ypq2FxzWIWLl/I7MWzef7L57nrf3cB0LlDZ7ZabSu2X317OnfozAfTPmDM1DErblb5EHp16sW8palIcoeKDqzTdx3W77c+XTp0YdrCaUytnsrk+ZPTtov17tybrlVdqaqooqqyCndfEbSoqauhS1UXunToUu+5sqJyxc138kbco2FZcq1zr/86uV9NXQ2T5k9i/tL5zFo0i7++8Vc6VHRg5yE7s/fae7PLmruw1WpbUVVZxZzFc3j323cZO30sC5cvZEnNEpbWLGVo76H4fGfrZVtTYRWMnz2eT2d+ygdTP+CNyW/w9uS3WbBsQb2yqLRK+nbpS9eqrisCLctqlzFv6Tyql1XX2z5Tp8pOrNJ1FXp07LGi5U9mq6AKq8jaUij57O5MrZ7KgmULmLtkLte9cx2/+u+v2H/4/hyy0SHss84+acGJeUvm8eSEJ/nnh//kyQlPUuu1dKvqtqJcFy1fxPkvnc/pO5zOiducSPeO3bPmv3pZNde9fR2XvXYZMxfNLPh+kzpUdKBrVVeql1WvCHZl062qGxv235CNBmzERv03Yo2eazBm6hhem/Qab01+iyU1S6i0SrZdfVsOWv8gqiqqqKyopKauhikLpjB5wWQe/ORBbn7/ZvZbdz8u3P1CRgwaUXQ+a+pqeHLCk8xePJttBm/D8FWGrwiwzFo0i6nVUxv0vkVEpG0pdtrWHydenkVoztwDuL0UmWouhx8ebi6ffjo8tt469Yv6pZfC7rvDVk2ICcXjBtTUwNlnp9IvvDDceJ91VrgpPPjg0K3jnXdSXU0gdDFJ2mqrcFOZaYcdwr6ffRa6pkBombDDDvDaa3DCCXD00aHVCYRf1gcNSgU03nsv3CSuumrI11/+MoYLL9yOTz4J6wcMSN0YTp0ausdsvHF43alTaHUSv9+4S8Szz4aA0I9+lB5kOPXU0OVk9dWzl1lTbgbbSgvy7tH3ysrK0Jpi+PD0933ggcUd5+CDYdttw3HOPx9+//vUuj32SAWU7rwzBCU22yxcI5tumn6cBx8MAS4I10TyZv6BB0J+3n4bttkmBJqeeiq1/Xe+E4Iz550XWu9MmACbbjqXCy/sXS/I98EHqeVnngnXzu67h9effJI9oPFZNMzaRReF4MP114c8xgGNTz9NPS9cGD4jHTqEwExmC6avvgqtd3784xBoPP10+Pe/Q4urpBdeCNd7Q7qoPP106Dbz9tvw8svF71dqba1u7lPVh1O2P6Wls1F27s4387/hjUlvrHhc9eZV1NTVsH6/9dlpyE6MGDgCm2YcvvfhDOg2gPlL5zNu5jg+nfkpn8z8ZMXzstplDOo+iPX7rc/uQ3dnrT5rsVaftRjaeyiDug+ib5e+WVtztBa1dbW8OflNHvvsMR777DHOfC5ERbtWdWVAtwFMnDsxbXsjdE2Kuxj9esyvVwSuIAQsNhu0GT/b9GdstdpWrNp9VVbpugqrdFmFVbquQq9OvXJ2P1peu5y5S+YyZ8kc5iwOLRK6VHWhT+c+K1oudKnK0rSsidydd6a8w93/u5t7x97LQ588RMfKjnxnre+w1apb8dLXL/HK169QU1fD4B6DOW2H0zhisyPYoH+qSejbk99m1Iuj+P1zv+eK16/gpG1PYtPlqcr/m3nfcOuYW/nbW39j5qKZ7LPOPpy4dQh81Hkdy+vCe49boHTv2J01eq7BGr3WYFD3QfTp3GdFEMg9BFDmL51PrddS53XUeR2T509m7IyxjJ0+lo9mfMQT45/gtjG3ASEYsvmgzTluy+PYbehujBw6Mm+LnIXLFnLNW9dwyauXsPkNm3Pa9qdx6Z6X5u06Nn3hdG569yZuePcGvpmfahrZu3Nv1uqzFhPnTmT24jxNUgEzqwQOAOqAx9y9Jkr/kbvfn3dnERFpHeJfVvI9gNNypP+2mP1b4gFb+n//637IIe7h91r3f//b/fzzw/Knn7p/8UVqHbjvtlv66+OPd99uO/eNNw6vDz44fT2433ef+yWXpF7ffrt7ba37c8+l0k44wf3ee8Py5Mnu1dX1jwPub77p7u6+9trp6bFZs1JpZ57p/skn4bju6e9l2TL3DTdMve7SJTz/8Y9h2xdeeMHnznX/05/cv/3Wff78kL766mG7/fd3f+utsLzLLp7T8uXhvbY3L7zwQktnYYUlS7Knf/yx+3e/637llel/g7o69549U3/7k08O6ZMmuT/ySP1r7u23U/tuumlIW3XV+tfe5ZeH1wMHuu+22zR3d//yy9R2a67pfsAB6cceNizkv6LCfcAA95tvDseqrXWfN8/9178O23XtGtKfeiq8fvzxsOzuPnRoSNtqq/B80UXhmNk+P/Hj+efdf/7zsHzdde4vvFB/m759G/Z3uOCCsN+WWxbeFnjHy1bPta26efjw4YULcCWxZPkSX7RsUVpaa6p7ymV69XR/YOwD/pvHf+M/vv/H/ueX/+zPfP6MT6+e7ktrlnpdXZ3X1dX5V3O/8vPvP99HvTDKR70wyu/9370+5tsx9cqwramprfEXJ77opzx5ig+7cpgzCt/kuk38d8/8zl+a+JLX1Nbk3f/1b173/e7azxmFdz6vs5/w3xN83zv3dRtlzih83zv39de/eb1M78Z95sKZ/t6U93zhsoWN2n/O4jl+zKPHOKPw3z3zO6+rq8u63atfv+o9LurhjML3uH0Pf+jjh/yjaR/5ze/d7Mc8eozv9c+9/Lj/HOeXv3q5//X1v+aslwmzRF0AjALeANaJ0p/Ptn17fahuzm9lrJuLpbLJT+WTX3N9Zy72S/P8HOmzmyMTpXjAlv7OO+5nn+1Zb3oWLHCfMyc97fXX3f/5T19x4xZbvNj9scfcb7oprOvePT34scYaqeU4OFBXl0q74IJUWuynP3Xfa69w3Hi7GTPCuunT3adODTdzl12W2mfZstS2F1+cfkEk17m7r79+WP7lL1PpV14Z1uX6cMU3pMcf715T437uueFGeGXT1iufpUvdR48Of8vkW/ngg/qfgylTUuunT3fv1i21LhnsuPbakNahg/t++4Wd4mt82DD3X/3KvVOn9GNvt13Yd731UmmZnzlwHzw4bPfmm+F1nIcvvwyBkuS2Z5yRHkjJ9rjvPvdjjw3Ll17qftddqXXJoMvy5enlNnt27jL9xS/CPmutVbj8yxzQaFN1s74059fW655Sa+/lU1dX53MXz23Uvh9O/dD3vG5Pr/xTpQ++YrD/8fk/+hezv2jmHJZHXV2dH/+f451R+KgXRtVb/9rXr3mPi3r4ulev62Onjy3qmHkCGi8klocBo4GRCmhIUnuve5pCZZOfyie/5vrOnLfLiZlFDcapNLPdgGTbv7WA+h1WW5GBA+s3v4916xZua5LWWCMMNAnpg2p27hy6ijz6aHjdoUMYvDGWHASyR9QF1owVY3isumoqLXbnnen7LFgQBsaE1EChX36Znr/kDCzdu9dfd+ihqW3i7jBbbpnapk8f8jryyDBA6vDhoZtDtjEYpPXr2DGM57JgQfp1MmhQ/W0HDEgt9+8fujw9/HDocpTsjtW1a3iuqYFOncKHwyxcoz16hHFq4llhzMJnK/6M7LdfGH8FUuOyJFVWhuf4+ly4MDxPnVp/QNrKyjBORj7JWW2qq8MMPbHrrgufs1tuCV1U1l47fFbGjg11xY03hjE4MsX5mDQpbJ8cd6cltPW6WUTqM7MGD5Qa22TgJpy1wVk8ePSDdK3qSmVFZTPnrnzMjGv3v5YltUsY9eIoFixbwI82/BGbDdqM9799n73v3JtB3QfxwhEvMLjn4KaerpOZdXL3pe7+pZl9D7gH2Ljp70RERMqh0BgaN0fPnYFbEukOTAV+XYpMNZcBA8JMIxdcAH/4Q/q6bNNjDhqUuilbsiT78WLxTVfs4Yfrj38R30z2KvD95MMPw6ClDRkjIjnIYezuu1PLF1wAP/lJGIMhFk9Rm8uBB4YAzPbbF58Pab0yg179+tXfpjLjO+/mm4dred1109OTM5R07pwaHC4eD6ZjYjzFK64IN/zxjCkXXBBm2Jk1Cy7OMuFdHHzLvKZnzAjT8ibFA6jmU12d+vxWV6eOO3NmCGYcdFAIaMyaFQIZF14YBs2FMPBptoBGnI9ly0K+Bg7Mn4cyaNN1s4iURnJg0baswir4x/f+QU1dDVe8fgVXvH4FHSo6UGmVrNFrjeYKZgD8FuhDqDdx9wVmdgBwaN69RESk1cgb0HD3YQBmdoe7H16eLDWf+CbrpJPqBzQyxQNerhFNbnHiifW3iW9i3NN/BYYwEGf8K3Zs773hscdgzTXzn3vo0NSNYbEyb1Yz/ehH4ZHMZ6GABtSfqUXaj4qKcMM+axbcemtoAZHp+ONDcC1zquFkQCNuoZEUT7MKIYB39NGp1127hkFNf/Wr7PnqENVCHTMmmRg/PhXsiC1bVlwLjbilVXV16rqPp2qNWzEtX15/tpMFUbuGpUtDy6wrrwz1R7KlyPXX5566tlzaet0sIlJIZUUldxx4BxftfhFvT3mbtye/zYxFMxg1clRzBTNw9zeyJHcHhpnZQ9FycvssQ7eLiEhLKnba1qxtDMzsIXc/uBnz02xWXXXxiuXMQEM2ceuIqqrw627mzRWkuoLstx9stBG8/npq3eAs/1tPOCH8Sr3eeg3IeJEKBTRiyV+9e7SPH26kCX70o/B83HHZ1/fvDzffXD89+RlKttCIJT8v2T5vyYDI3nunphiGMN0spHepgvpBFSi+hcbixenLVVWp1ijJgEa2fSHMSgRhZpM4oDFiBIwZA3fd1fIBjYQ2VzeLiBTLzFijV5h95eANylal3Q9UAg8DiwtsKyIiLazYgMZuOdJHNlM+ml2PHjUrljP7u//kJ6nl224LU1EmJX9tTurePUwfueaa4Qbu0ENDH3xIjX+RZFaaYAZk73KSTbIbiwIaEmvoFLiFWmgkAxrZpkNNpp17bnpA47bb6h8jaciQVIChoS00FiwIAY1k/vMFNOKuZPG4OHEQc/78EIhZtKh+d5wW1ubqZhGRVm47YBV3z/JfQkREWptCg4KeFy12TCzH1gK+KkmuSuiSS+Dkk1OvjziiYfsnAxRrrZVabugNYlP17dvwfYrpciKSTa4xNGLJIGC2wERy/2QLjr//PRUgyBXQ2GST9IDG7Nn1t+nQIQxYCukBjSVLQkAjec44oLE4y+9ucZDj00/DczyQ6oIF4fMzcGD98XNaQnusm0VEWolXgA2AD1s6IyIiUlihFhrRiBJUJJYhDDz3DWHe7jZl3XVz3zg1xvTpqX735ZQMphQr2ywXIsVIBgQKtdDI7DoC6S00ksdKtjSqrEzNkJJ0xhlw5plw7LEhoDFtWv3jd+qUHtCIgxVxQCNbC41sn9s4oPHCC+G5f/+Qn4ULQ167dUufNaUFtbu6WUSklTgSeNzM3gTS/uO4e2YAWUREWlihQUGPAjCz19z9pqacyMz2Aa4i9Ev8h7tfnLF+JPAIEE9W+lD8j6PQvg3R3N0u+vdPNUsvhzPOCDM0JG/QCvnwwzDIYUtPNSltV6EWGoUCGsn9k8uZXac6dgzX6u67w3vvwdy54fO1wQZh3bJlIYiYaf/9w4CnUL+FxqJF6eeM85otoLFsWXgeOzY8L14cghy1tSEQ061b+jTNLaU91s0iIq3EhYRA8UQg2bbVs27dBGY2kTDNdi1Q4+5bmVlf4F/A0CgPP3b3OVn2zVr/Fru/iEh7kfMW18yGJl4+Z2ZrZXsUcxIzqwSuBfYFNgQONbMNs2z6sruPiB7nNXDforT1bheXXBKmjWyITTaBrbYqTX5k5dCQWU4a0kIjcwDReN+OHeGUU8JyHDCMAxrJ63/bbcNMKIcckkrL1uUkWwuNzClh47SaGvj88/B68eJUF5OuXcOjpbuctNe6WUSklTgEGOHuP3T3wxKPUs0otVtUt8bf1M4EnnP3dYHnotdpCtS/BfcXEWlP8v1m/7/E8gRgfPScfIwv8jzbABPc/Qt3XwbcCxxQYJ/m2LceDYwp0nANmeWkqS004mP88Y+he0e/fql1ixeHFhyxTp1CN5UDDwzdRPbfv/iARrYWGnV1oQVG3FJj0aJUACPuchIfuwW1y7pZRKSV+AJoyQFBDwBuj5ZvBw7Msk2++reY/UVE2o2cAQ1375FYrnD3yug5+ags8jyDCf26Y5OitEzbm9kHZvaEmW3UwH3z6hVNbljMFK4iki69y0nTWmgkl/MFNMzSB7/t2DE1rWp8vvjZDEaODAHL5BgaS5c2rIUGpI/RsWhRKoARdzlp6RYa7a1uFhFpZf4JPGpmh5rZ7slHCc7lwNNm9q6ZHRulDXT3bwGi5wFZ9stX/xazv4hIu1HstK1NlW0OkMy+iO8Ba7p7tZntB/wbWLfIfcNJwj+DYwH69+/P6NGjV6w7//xe3H33ECZM+Igvv2z2bpBtSnV1dVrZSDqVTy4jAaitXVCvfD76qCewBQBjxrzNvHnpd/3Tp3cCtgfgxRdHrzjWRx+9yfz5qelG6uq2Azoze/Z0Ro/+OO0Y1dWbRsfpRufOy1i6tCNz585m9OjUQPQLFgxnxox+LF3aMXq9jA4dllFZuYTRoz8CYNasjsAOfPbZt8Cq9d7ls8/+D9gkyvcCXnxxHLAVX375EdOnd2fRojV54YUX+c9/VqOyso79959auOhar5LXzfnqZUmnuic/lU9+Kp9mc0L0fFFGuhNmkWpOO7r7FDMbADxjZp8WuV/R341zHkB1c9H02cpNZZOfyqc8igpomNkQ4Fxgc6B7cp27Dy/iEJNIH4l/dWBKxnHmJ5YfN7PrzKxfMfsm9rsRuBFgvfXW85EjR65YN3Ik/PrXALsWkd32bfTo0STLRtKpfPLr27czI0fukJbWPVEr7LDD1mnTGwPMnJlaTpbtbrttyxqJT3ePHmHQz8GDBzByZPqPSoMGwbffxnnoyLx50Ldv37TjPfIIPPFEap/a2o5UVnZkjTW6r9guzkv37vWDGQADBmyyYrlTpx5suGHo1rzNNhsDYdaTzTcfye7Rb3WXXbZ+1uOUQ1uom/PVy5JOdU9+Kp/8VD7Nw92HlfFcU6Ln6Wb2MKEryTQzW9XdvzWzVYEsQ2HnrX+L2V91cwPos5WbyiY/lU95FNtC437gU+AcYHGBbbN5G1jXzIYBkwkDLv0kuYGZDQKmubub2TaE7jCzgLmF9hWR8mnqoKBJ+bqcZEp2Ock1Fk737mEcjHg53xgaucbCSHY5qalJ73ISv89sM620ENXNIiJtkJl1AyrcfUG0vBdwHvAocARwcfT8SJbd89XdxewvItJuFBvQWB/Y3t3rjwZYBHevMbMTgacI00vd4u5jzez4aP31wA+BX5pZDeGL+SHu7kDWfRuTDxFpusYMCpoZ0BgwIAQFcs1ykiugEQ/kmS+gEaurC4N7LlqUfp742PE4G6+9BjskGpzMnp3arqYmtV2XLqn32dLjaCSobhYRaSIz+w1wg7svzbNNJ+A4d7+6mU47EHjYzCB8H7/b3Z80s7eB+8zs58DXwI+i869GmJ51v1x1d3Tci7PtLyLSXhUb0PgPoa/GC409kbs/DjyekXZ9Yvka4Jpi9xWR8jrgAPjqK+jQoX433UIBjQ4ZNc3LL8OTT9YPdBRqoVEbNQ4pJqAxZAh8+inMnZu9hUYcqOjQAQ46CFZbDa69NhU06dIlBDSWLAmvO3dulQEN1c0iIk03CJhgZo8DLwLjgAVAD2A4YeCnfYE7muuE7v4FsFmW9FnAHlnSpwD7JV5nrX9z7S8i0l4VG9D4DfCamX0OTEuucPejmz1XItLq/Pvf4Tnb2EaFupxkGj48PDIVCmjECgU0VlsNjjkGTj01tNRIBjTi4EoyoPHQQyGQ0QYDGqqbRUSayN3PMrO/Erpo/JwwMnRvYA7wISFwcFYULBARkVak2IDGrUAt8AmN66ctIu1YoRYaxSrU5SQWj2sxIGMyujigsdFG6UGM5LJZCGIkAxqQai2SDGgsWRKmfo3Xt8KAhupmEZFm4O4zgMujh4iItBHFBjR2B1Zz9wWlzIyItE3NFdAotoXGwQeHlheXXpq+TWVleO7UKb07SzKgER8/M6BRVRX2TwY0qqvTW2jELVGSAY2amvpdaspIdbOISDMws2+AJwitMZ529xxDR4uISGtSUeR2HwKrlDIjItJ2NbTLSS7FttBYe214/PEwlWtS3JqiMQENCPs0tMvJ4sXZl8tEdbOISPPYBngTOAz4ysyeMbNTzKyYKbBFRKSFFPu74vPA02Z2K/X7ad/S7LkSkTYlGYCIW0lkGjsWevbMf5ww2HvhgEZyOWnttcPzHns0PqAxf35qn2RAo1On7AGN6urUmB7/+Ef2fJWQ6mYRkWbg7t8CNwM3m1kHYBfCIJz/NrOOhJYbjwMv5JsNRUREyqvYgMZOhHmu98pId0BfmkVWchWJtl5xUCLThhsWPk5TAxpbbQWffw7DhoVZVGLZAhpz5oTlYlpodOgQHtkCGh9/DJMnh3N/803h99jMVDeLiDQzd68hBIyfB04zs6HA/sCvgY3ROBsiIq1GUQENd9+t1BkREWlqQANgrbXCc6EWGnV1YTkzoDFzZmqfOKARHyvbGBpHHw1ffx1mf5k6NXe+SkF1s4hI8zCzHwMvuXu9mtzdJwLXRg8REWlFigpomFl/YLG7V5tZJXA4UAPc5e51pcygiKx8CgU0kmN25JLcpmvX3MdPBjS6dEmNwxEHNBYvTgU0srXQ+Prr8Pzll+UfQ0N1s4hIs7kAWDuaBvsl4EVCgOOrls2WiIjkU+ygoI8B60bLFwGnAacCV5QiUyKycmqOFhqxQi00YpktNDL3WbQof0Aj5h4CIGWmullEpBm4+3BgNeBswjTYpwKfm9lXZvZPM/tFi2ZQRESyKjagMRwYEy3/FNiXMF3gISXIk4ispJYvD8/dutVfV6qARnI5uV28XF1dv8tJPHBoUl1diwQ0VDeLiDQTd5/m7ve7+6/dfQTQj9DNZE/ghhbNnIiIZFXsoKC1QMdo6qp57v61mVUA3UuXNRFpSzbdFLbfvmnHiGcU6Z6lZilHC41kICVbQKNXr/A8e3b989XWpgIyZaS6WUSkmZiZASMIM5zsAuwATAHuA15uuZyJiEguxQY0niBU5qsA90ZpGxJG1xcR4YMPmn6MZcvCczwNalJyTIxSBTSSgZRsAY3evcNzPHBo0sKFoXtKmaluFhFpBmb2GLAFMA54BbgRONLdF7RoxkREJK9iAxq/AI4AlgP/jNL6AaNKkCcRWUnFA3JmC2gkgw3FDAqaHAg0X0CjsjK1nKuFRpyfrl3D9jNmhNc9e6a6nyxYkH1sjRJT3Swi0jzWA5YCXwKfAxMUzBARaf2KnbZ1KSFSnUwbXYoMicjKK+5ykhmAgPSARrZBQzMlAxqZY3LE+1dWpgYizdwuzsOCBdC/f1g2C6004hYayYDGwoXlD2iobhYRaR7uvq6ZDSTV3eRkM+sHvErobvKKu49pwSyKiEgWxU7b2pcwev4IMvpmu/suzZ8tEVkZxS00srXASAY0KooYzjgZ9Mg1bWuHjBqw0BgaEAIas2aF5Z49U+lLl5Y/oKG6WUSk+bj7NOD+6IGZ9QaOBf4A9Acqc+4sIiItotguJ3cDnQh9tcvfS1xEVgrf+Q6MHw/9+tVfl22g0HySLS+Sy1BcQCMOYmQGNJL5iAcJhdC6JA7IlJHqZhGRZpJlUNCdgN7AO8AtLZYxERHJqdiAxg5A/6h5s4hISVx1FZx+OqyySv11DQ1o5FNMQCPeZtGi9IBGsvVIMqCxdGlqUNMyUt0sItIMzOy/hDq1I/Am8CJwDfC6uy9pybyJiEhuxQY0PgRWJwySJCJSElVVMGxY9nUtFdCA9IBGcjmzy0kLBDRUN4uINI+XgQuBt929/JNwi4hIoxQb0HgeeNLMbgWmJle4u5rgiUjJZQ7s2RTFBDSS63K10MgMaLRAlxPVzSIizcDdL27pPIiISMMVG9DYGZgE7JmR7qhPoYiUQWbwoSkaGtBIBjHi5YqK9FYjixZBXV3z5bFIqptFRJrIzM539z8Wsd2f3P3ccuRJRESKU+y0rbuVOiMiIs3t+OPrz3AC0LFjeC42oNG7d2o5DmhUVaVPLxtP31pOqptFRJrFyWZ2C2AFtvsNoICGiEgr0uDfPKMRoFdU+O5e/t8kRWSlNGFCwwIHf/979vSGBjT69k0t5wpoLFhQfL5KQXWziEijdQMmUDigocFBRURamaICGmY2mDDS8y6E6auSNCe3iJTF2ms3z3EaGtBIzroSBzQ6dEgfBLQlAhqqm0VEms7dK1o6DyIi0jjFVuDXA8uAPYBqYAvgUeD4EuVLRKRkmiOgUVUFUxPDcLZQCw3VzSIiIiKy0iq2y8kOwBB3X2hm7u4fmNnPgdeAm0qXPRGR5pcroJEc5DO5rk+f1HIyoBEfp1evlhlDA9XNIiIiIrISK7aFRi1QEy3PNbP+wEJgcElyJSJSQnEgwjJ6SydbYiQDGsmxMpIBjYsugmuvhQMOgOXLS5PXAlQ3i4iIiMhKq9iAxpvAftHyU8C/gIeAd0qRKRGRUooDGpnTrHbunFpOBjSS6ckxNHr1gl/9KvtMKmWiullEREREVlrFdjk5jFTw42TgVKAHcGXzZ0lEpLSqqsKze+5tkgGNOIiRXE627mjBgIbqZhGRZmRmHYEjgRFA9+Q6dz+8BbIkIiJ5FAxomFklcBVwLIC7LwYuKHG+RERKJlcLjVinToVbaNTWptJaIqChullEpCRuBzYD/gNMa+G8iIhIAQUDGu5ea2Z7ATm++ouItC35Ahrz54fWF5MmpdJaY0BDdbOISEnsAwxz97ktnRERESms2DE0/gr8ycyqSpkZEZFyyBfQ6NEjzHZSqMtJct8W7HKiullEpHl9DXQquJWIiLQKeVtomNmh7n4P8GtgEPBbM5sBrOh57u5DSptFEZHmVajLCaQHNLIFN5L7JmdBKQfVzSIizcfMdk+8vAN4xMyuIqPLibs/X9aMiYhIQYW6nNwA3AP8rAx5EREpizigUeygoEmtpMuJ6mYRkeZzc5a0izJeO7BWGfIiIiINUCigYQDu/mIZ8iIiUhbNEdBo4S4nqptFRJqJuw9r6TyIiEjjFApoVJrZbkRfnrNR8zsRaWvigEaylUWmQgGNFp62VXWziEgJmNlp7n55lvTfuvtfWiJPIiKSW6GARidCM7xcX5rV/E5E2pzu3cPz4sW5t8kV0IhnPEnOfNICAQ3VzSIipXEOUC+gAfwBUEBDRKSVKRTQWOju+lIsIu1Knz7hubo69zaFWmgkAxrlHhQU1c0iIs0qMTBothZwawELyp8rEREppFBAQ0Sk3endOzwvXJh7m0IBjeRUri04bauIiDSPeGDQzsAtiXQnzHby67LnSERECipqUFARkfYkDmjkU1WVPT0eSLSFAxqqm0VEmlE8MKiZ3eHuh7d0fkREpDh5Axru3qNcGRERKZdiAhAVFeH5xz9OT1+yJDy35BgaqptFRErD3Q83s4HANkA/EgFkd78l544iItIi1OVERFY6ZrD99nDYYfm3mTEDevVKT99oo/B81lmpNHU5ERFpH8zsQOBOYDywETAW2Bh4hfSuKCIi0goooCEiK6XXXiu8Tb9+9dP69k11O4m1wKCgIiJSGhcAR7n7/WY2x903N7OjCMENERFpZSpaOgMiIm1drgFERUSkzRni7vdnpN0OaFwNEZFWSAENEREREZFgejSGBsBEM9seWBuobME8iYhIDgpoiIg0gw8+gFmzWjoXIiLSRDcBO0XLfwVeAD4ArmuxHImISE5qKC0i0gw23bSlcyAiIk3l7pcklu8ws9FAN3f/pOVyJSIiuaiFhoiIiIhIFu7+9UoRzJgzBz78EGpqWjonIiINooCGiIiIiAhgZh3N7DwzG29mC6Pn882sc0vnrVQ6LFgAa6wBm20Ge+xRf4Onn4YrroDJk8ufORGRAhTQEBEREREJ/g7sDvwG2Dp63pV2PIZGl2+/hV694IAD4KWXwCwEMAAuvBD23htOOw2GDIGHHsp+EHf48kv4z3/g88/h7bdTc5yPG6dgiIiUjMbQEBEREREJDgTWdve50euPzexNYAJwdEtlquQ23xzOOAMeeSS8vuEG+PGP4ZZboGtXePFF2GUX+MEPYOut4fLLYeedQ/DjhhvgxBOzd1dZfXWYNCksxwEOgNdeC0GSRYugf39Yc0246io491wYOBBmzoTPPgvPG24If/1rGHn77rvhJz+Br74Kr1dbLeTHPeRFRFY6CmiIiIiIiARTga7A3ERaF+DbFslNuay1FmyxRer1+PGhRQbAeefBVluF7iiPPRZaX+y6K9x7Lxx0EBx/fO7jxsEMgPffD4GTRx6BAw9MpW++OTz7LCxZAnfdlb7/JpvAjTfCgAGh68tbb8GZZ6ZvE7csGTQoBDaqq2HoUOjYES66KLQamTYNjj4aJkyAwYNht91CAGT58pA2fDhUamZekbZIAQ0RERERkeCfwJNm9jdgErAGcAJwh5ntHm/k7s+3UP5Ko7YWOneG226DI49MXzd0aHheddX09P/8B7bZJvV61KgQBHn2Wdh/f/jpT9O332ILuPVWOOqo8LqqCq65JgQaqqrqBzPMwpzoQ4bABRekr1tlFXjqKfjud1OtSubMCc9DhsArr4Tl7bZL7fOPf6SWBwyA//43BDwefjjkbdEiOPbYEKD55S9DC5ENNqD3RhuF4AiE1iSvvQZ9+sB++0FFRWhF0rUrdO9ev1xFpOQU0BARERERCY6Lns/Kkh43RXBgrbLlqMS8ogJ+/vPw4ogjQkuIu+9ObbDmmuF50KD0HceOha+/DsvPPAPf+U5YjgMWcUDj5ptTx//lL1P7n3NOCCAAHHMM3HRTat3PfgYnnRSCGj/8IVx5ZUj/wQ/gwQdhxAjYcks46yz4zW9S+73/fmht8e9/wz//CU8+GdKvvjpst8Ya8Ktfwe9/H7qqxN57Lzz/7nfQrx/cfjtstBHccgsjchXcuefC66+H8urVCz76KHSx+fvf4f77Q3nNnBlas3ToEM73zTcwd27Yvm9f2HbbEFyZPRu6dAmBERFpEAU0REREREQAdx+WmWZmlcC57n5OC2Sp5KrXWSe9u0nv3ukbxOs6d05P+/rrcIMOIVCQyy67pJaXLIE99wytQA4+OJX++9+nAhonnRQGJY27gPz5z/CjH4Ugxn//GwIaVVVh3QknwKabwiefwHXXheWKijDOxosvhm369IHjjoP588O4IOuuG1plvPVWWH/66XDZZWF5+fIwXodZCI5MnsyS7baj87RpqbyecUYIYlx2WWjVseOO8OqroQx22inVOiQ+9zPP5C6bTIMHh9YyPXrABhvAOuvAvHnh9bBhoTXLm2+GQMnGG4fWM5WVIWBSWalxRGSlpICGiIiIiEhuHYCzgXYZ0KinV6/U8oMPprpS7L03nH02vPACPPdc6AZy2GFhXbaAxsYbh1YLwzJiRMOHh4BDUtytZdiwVGuMWOfOsMMOYXmvvWDkyNQsLBUVoQXErrvWH8ujf//wvMoqocvI2Wen1u24YwhonH56aEkSBzT69g2BjMGDQ9Bk6FDeuPdeRo4fH4ITixfDIYeE1hR/+lPY529/SwV94mDGm2/Chx+GFi933x1ao3z9dVjea68QXBk7NrQ+6dsXfvvbEOz57LPwfufOhTfegEcfDQGmBQtCoOPSS/PPGNOtWxgodfXVw9gk334bgh3rrw9Ll4ay6Nkz/I379QvvqXfv8OjWTQERaZMU0BARERERyW/ludOLW2hsuGF6K4ottwwzmVRWhpv+pGxdJV59NbQuqKwMLTl+8Ysw7kVmgAPCjfTYseEmO59evUJApRgDBqSOnemSS0LLkQMOCDf6EAY9rasLxx88OH37Y45Jf33QQamARjwLy2mnhaBDly5hbJF4fJEjjghjirzxRhjzA0JgYdiwMNVtv36pFidJtbXwxRehlQaEAM3kySEgMXp0CJosWBD+JjU1Yfu5c2Hq1DBV7l/+EsYTWbYsdL8pZPXV4YEHwlgpv/pVCIQMGRLO17lzCLz07h0GkF199bCcnLlGpIUooCEiIiIikt/Kc+cWBzSyBQLibiB9+6bSHnww+3F69gwPCDfABx2UO6ABITDQnOKARm1t/XVVVamZVjp3hjFjQr7i8Tji1h25bLYZ/OEP4didOsHJJ8Paa8P3vx9ajWTq1y8VzEjKHGg1qbIydI+JDRkSpqrdddfQ+mLzzfPncenSkDf3MMtL//5hrI7q6hD4mDkzPM+dG9LPOy+MdVJZGVqXbLhhaImzaFEI9GSxa0VFeiuPIUPC2CMDB6bGCenTJ/UYMCB7+Yg0gQIaIiIiIrJSS85gkkXHsmWkNUh2OcklGdDYaqvijnvssWGMi+TMI6UUt/YophvFZpuF53iq2j59Cu9z/vnpr+OAzKGHFpe/hoqDLJmDs+bSqVN4Nkvt079/7mDNCy+EgFN8jrFjQzDEPYwtMnduCKh8/nkIkMydy9cffMCavXqFdXPmhLFMHnkkZwCENdYIXY4WLgzBjWHDQiCob9/Q7WjTTUMLlw66RZXi6WoRERERkZXdzQXWf12WXLQGcSAg7oqRzSqr1N++EDPYfvvG56uh4pv4ww8vfp/4vSxf3vDzrb126FqTr9VFU8RBpGIDGg210UapgMbIkeHZLDw6dQqtLgYOTGtJ8+Xo0awZbxtbtix0NYqDHPFjxoww68zkyaGcv/wytABZuDB9/27dwnsdPDgEP847DyZODN1vVl01BJ3WWSc1la6s9MoW0DCzfYCrgErgH+5+ccb6nwK/i15WA7909w+idROBBUAtUOPuRYaCRUQkH9XNIiLZZzcpJTNbA7gDGATUATe6+1VmNgo4BpgRbXqWuz+eZf+sdbeZ9QX+BQwFJgI/dvc5DcpcfMO6aFHubZItNFrrVKPxoKQN6cqy447h+Re/aNw5V1+9cfsVIx5nI+5K09ziQMnIkXDjjY0/TseOuVuC/PrX6a/r6lJdX957D8aPD61A5s6FSZPgjjvCeC0ffZQ+XseIEWGQ2v/+Nxyjd+/Q8mf77cPz5Mmh60yvXqG8iml1JG1WWQIa0XRX1wJ7ApOAt83sUXf/OLHZl8Cu7j7HzPYFbgS2Tazfzd1nliO/IiIrA9XNIiItpgY41d3fM7MewLtmFs/v+Vd3vzzXjgXq7jOB59z9YjM7M3r9u1zHymrQoDCN6kEH5d4mGdBozTbaqGHbb7llaGGQbZDOllbqwNFRR4Ugwvnnh2liy6GiIgQcBgwIrTEyfe978NhjYfmll0KQ4q67whS9Y8aE1wccEGZz+ctfcp/n6KPDALdPPhnGEFl11ZD23/+GZfcw48yYMSEoNXBg+v6TJoUgz5FHhpYia66ZPr4JhK42f/lL2P+Pfwwzy8Tefhteey2Mo/LGG2H64KqqcF7NLNNk5WqhsQ0wwd2/ADCze4EDgBVfmt39tcT2bwAlDHGKiAiqm0VEWoS7fwt8Gy0vMLNPgMH591ohX919ADAy2u52YDQNDWiYwUUX5d8m2eWkvWmNwQwIg4HecAOst15pjt+vH1x1VWmO3Vhxq5Fu3WDnncNyjx4hoAFw000hEANhKt+XXgrBiN12CwGg+fPh2WfhllvCA0L6okVhut3q6vrn3GabMKvNvfeGfcePD9P7PvJI+rgp558PZ56ZGu/j9NNDl6M334T77w9T8EKYqvenPw3LJ58cnmfNCtP3brttaIUSB2VOOSUMNrvxxtnLY+7cEATp1UuDqyaUK6AxGPgm8XoS6b/wZfo58ETitQNPm5kDN7h7E9pBiYhIRHWziEgLM7OhwObAm8COwIlmdjjwDqEVR2aXkXx198AoWIK7f2tmpemfUFkZbrw6dy7J4SWLQw8NLUiytWRor+KWEskAWnJK3dVWSy2femp4ZPrpT0OZTZ0Kxx8flnfcMbSayNShA7z1VnhAmBY3W3mvs05ohfHEE2G5c+cQ+LjsstAdZs894bHH6DRwYCqYkfTYY7BkSQi43HBDCGjcdhv8619hZqBcXX6+/314+eUQzJg2rf74NUuXhoBcvmDHzJlhTJRytcIpg3IFNLK1pck6/ZWZ7Ub40rxTInlHd58SVcrPmNmn7v5Sln2PBY4F6N+/P6NHj25yxtuj6upqlU0eKp/8VD7tSsnrZtXLxdNnKz+VT34qn7bJzLoDDwInu/t8M/s7cD6hLj4fuAI4OnO3LIdq0LSyzVI377FHeG7n112r+2xNmdLSOVih1GUzeMEC1gUWL1vGm/F53Fc0QXp78mQWFnP+eGyUGTNgxgw26NWLgUD1sGG8/7e/Mfwvf2Fp//4sGjKE9S+7bMVuH153HZtGywuHDKHb12Fs4NcuuYStjzqKqtdeC11JIh8tXswsM3YFFl5+Odt/9RUA3/zwh6zy+ut0nTyZuZtsQs/nn2dGbS0DgZqXXuL9m29m2GOP0Q/wm2/m64ULmfTDH7K8Tx86zJ9PTY8eVC5Zws4vvxxOVFfHmDvvZO5mm6W6rLgzcvfd+Xafffj8+OOp69iRui5doLaWipoaqKuj04wZbHbGGVQsW8ZrDz6YtbuL1dRgy5dTUVtLTffuhcu2NXD3kj+A7YGnEq9/D/w+y3abAp8Dw/McaxRwWqFzDh8+3CW7F154oaWz0KqpfPJT+eQHvONlqFeb41Huuln1cn76bOWn8slP5ZNba62XgSrgKeC3OdYPBT7Kkp6z7gbGAatGy6sC4wrlQ3Vzfvps5VbysrnvPndwX3PN9PR4QtlZsxp33DPOCPvvt196+uOPp44N7r/7XWr5pJNSy+7uX36Zvi24v/deWNe1a3r6+PHuEya4jxoVtsncL9vjqqvcv/vdsLzddqn03/8+tXzaae4PP+w+aZL79Omp9H793IcMCXk59NCQtvfe6cd/8UX3zz5zr6lx32sv91NPDdsfcEBqm3/9q3HlW6TmqpvL1fnmbWBdMxtmZh2BQ4BHkxuY2RDgIeAwd/8skd4tGiwJM+sG7AV8VKZ8i4i0Z6qbRURagJkZYarYT9z9L4n05JyfB5G9Xs1Xdz8KHBEtHwE80tx5FymbuMtJt27Z1/fp07jjxt1WOnVKT092YQG45JLw/Ic/hOljITWux9ChYZyN3XdPbb/mmuE5c1aVNdYI0/qee276GCgbbghbJSaI23PPMDgphG3jAVHfeCO1TdzaBODyy8PgvdtuGwYrjc2cCVFrEu65JzzHU/LGdt01DE46axY8/XQYgwTCWCGx3/0OfvazML5HK1aWgIa71wAnEqLQnwD3uftYMzvezI6PNjsHWAW4zszGmNk7UfpA4BUz+wB4C/ivuz9ZjnyLiLRnqptFRFrMjsBhwO5R3TrGzPYDLjWz/5nZh8BuwCkAZraamT0Ouevu6LgXA3ua2XjCLChpU3GLtClxYGCTTdLTV43ifo2dIWSLLcJzx47p6ZkBjdj554exLe68M4xhEfu//wsDg8biAEvPnun7JwMnXbqk8t23bxjI9MQTw+vKyjCgaKdOYQDQbHbaqX7a5MlhANNMXqAn2pgx6eepq0tfP3FimFUmDooUq7oann++8PmbSbnG0MDDHNqPZ6Rdn1j+BVBv0mcPIzhvVvIMioishFQ3i4iUn7u/QvaxMB7Pkoa7TwH2S7yuV3dH6bOAPZopmyIta9NNwywgBx6Ynj52bPYZSoq1ww5w5ZWhhUJSttl7Lk/MoJxtgM8hQ1LLcaAiM6CRZBZanFRXh4E5u3QJU8pecw3Micb/7dEjDPAJYTDYOKBw7LH1W3/E/vCH+mlffpk7H7F581LLs2aF58MPD4Oe/uMfoZXK//5X+DhJu+4K770XBjnNLOMS0HwvIiIiIiIi0rqYwWGH1Z+Ro0+f0I2jsSoq4KSTUi09kumVlelpAwpMFBR3MznhhFRaFNCoXnvtMBBpprgLTZcu4XmbbWCzzcIsKYn9+cUvQisOCIGMG27InxeA5ECeya4qucRBFEhNNbvLLmH2losvhvXXD9Pc3nxzmAVm1qz8LS8++CAEMyC0YFm2rHAemkgBDREREREREZEPP0wPBPTvn3/7zp3D9K5/+1sqLQpILF5ttfpTq0Iq6BAHNLp1C90/dt45vI4DOL16pbZNBir22480cVAFwnSu10cNbd99N3/eAaKZWIBUi47evVNpnTuHKWbPPBNqa8P7ufrq9GNMnQrvvx+W33kn/RhlGH9DAQ0RERERERGRDTcMg2zGCrXQgBBsSI7nEXULqe3aNfv2cQuNzp2zr48DHb17p4IbyfE+HnssfeyOCy9MLXftmjr+xx+nH3eDDeDJjOHOxo9PLcfBjcyAxuLF6d1okgOHfvttaOkSj0syfjxUVYUWHQCzZ2d/j82obGNoiIiIiIiIiLQZxQQ0MkU3/zW5AhqZLTQyxYNz9uqVWk4GTMzSu+Gss076/nFAY/r09PQTToC9905PSwY04plRkrPHdOkSWmgkAxrJ5X/8I7XsHrrY9O+fapkSj8tRQmqhISIiIiIiIpKpUJeTbKJgQ8EWGoUCGr17p3c1SUruG48nslk0Vnt83hkz0gcRjY912WVhgFGACRNS6/O10EgGUJLLyVYgixalAhrx2B9laKGhgIaIiIiIiIhILB4wNDnlarGigUU9c4DRWBxwKKaFRhyEyByIM7lvt25h7I+XXkq9hhBcSI7hEQciTjsNzj47LBcKaMQtNJJdXpIDfS5alFqePVsBDREREREREZEW9d57qQEuG2rLLQGYt8km2ddXVYXnhrTQyAxoJFt/dO4Mm2yS6goSBzSWLEmfijbZ2iNuebJkSSotDmgkW3XELTSS0+QmZ0ZZvDg9febMEESJgycLFoQgx29+k36uZqSAhoiIiIiIiEhs0KAVgYkG+973YPFi5my1Vfb1ccuNQgGNHj2K63KSbD0B6cGO5HgXya4imeeuqEgN/plsWRK30MgV0Ei20Jg7F+bNCwGROA8LF8LvfhdmgUkOJtqMFNAQERERERERaQ5muWcwgTD9KaRaUmSKAxqVlelBiKRkQCI5YGjmcZPBjVzBkUsvTQU+kgOCQmra1mXL4NBD4Sc/gcmTYejQMCDo4sWp7iVLlsD8+SGgUVkZ8rhwYarbSfy+mpkCGiIiIiIiIiLlEM/8sfrq2dffeSf8+MdhmtViupxkSq5LBjdyBUdOPz3VzSQ5fgaEoMTixbB0aRhPpE+fMFXrV1/BMceEFhpxEGTevLBdfKzu3UPLjqVLw+sZM3LnuQk0bauIiIiIiIhIOcycGZ5zTQm72Wbwr3+F5czuJLFc3VWg+BYaDz+cWo5baGQGNOIWGkuXhrwkx9dYZZUQ7BgwAD7/PDVNbHIsj4ULoUMUcvj4Y5g0KazPFVxpBLXQEBERERERESmHW2+FH/wgDORZSDx458knp6fnC2h07BjGxID0gEZmEOHAA8MDUoGKzC4nXbqEriILF4YWGvGYGb17hyBHsoXGtGnpx4pbaMQDhz7xRJhidsstYcqU3PlvILXQEBERERERESmHLbeEBx4obttu3ep3N4H8XU7Mwn4LFoTn4cPhs89yt/aA/C00IAQmOnaEU06BIUPCsc89N4ytEY+hEQc0MltoxAGNuGXKhAnN2v1ELTRERERERERE2op8LTSS67t2hddegzffrD94aFIcyMgV0IDQQmPw4BDUiLvLLFuWaqERdzmJW2j06hVmRIlbdSRnRIkHCm0GaqEhIiIiIiIi0lYUCmjELTi6dg1jXayySv7t4/E1snU5iSVbeMRdYZL7ZHY5GTYM3n03+7njgVGbgQIaIiIiIiIiIm1Fvi4nkN5CoxjLloXngQPT05MtNJIBjUGDUsuZAY24y8k664TAxdKlqe4nsWYcQ0NdTkRERERERETaijjQcNll2dfHAY3kjCf5LFkSnjMDIMkWGp06pZZXXTW13L17mMkks8tJHPSorg5dVZImTiwuX0VQCw0RERERERGRtqKiIvtgobE4kFGoa0osbn2RORNKMS00unYN21VXh9dxC434GWD11cPApLFJk4rLVxEU0BARERERERFpL9ZZB15+OdVqopDLLgsDfe6/f3p6rhYayZYcXbqkAhpduqQCH8mARmYLjcmTi8tXEdTlRERERERERKS9+P3vYe214fvfL277AQNCUKOqKj09VwuNpLiFBsAaa6TSk609Vl89fZ9mDGiohYaIiIiIiIhIe7HuujBhQtOPkxyDI9lCIyluoQGw5pqp9GQLjWQXFdCgoCIiIiIiIiJSQsmgROaAofGMKMmARrJrSXLfeFrYuKVGTU2zZVEBDRERERERERFJF89YAqmgROygg8JzRUUqoJHcPjMYMm0avPdes2dRXU5EREREREREJF1yHIzMgMZVV8Fee8E226S6oySDGMnxN7p2DeN0uIcASF1ds2VRLTREREREREREJF1FIlyQHE8DwiChBx0EZqkARTIAYpZajrurmKW34miOLDbr0URERERERESkfclsoZG0fHl4TgY0kpLjb/Tu3WxZAgU0RERERERERCSffAGNZcvCczEBDbXQEBEREREREZGyyexyklSohUYyXQENERERERERESm5K64I3UTigT+zmTw5PCenbU1aa63Ucq6gRyMpoCEiIiIiIiIi9f32tzBnTvogn5kGDQrPm2ySnj5uHLz/fvq+HZp3olVN2yoiIiIiIiIijfPMM/DFF2Hmk6Thw+tvq4CGiIiIiIiIiLQKQ4aER7HbNiN1ORERERERERGR0jvvPLj55mY7nAIaIiIiIiIiIlJ63brB0Uc32+EU0BARERERERGRNkcBDRERERERERFpcxTQEBEREREREZE2RwENEREREREREWlzFNAQERERERERkTZHAQ0RERERERERaXMU0BARERERERGRNkcBDRERERERERFpcxTQEBEREREREZE2RwENEREREREREWlzFNAQERERERERkTZHAQ0RERERERERaXMU0BARERERERGRNkcBDRERERERERFpcxTQEBEREREREZE2RwENEREREREREWlzFNAQERERERERkTZHAQ0RERERERERaXMU0BARERERERGRNkcBDRERERERERFpcxTQEBEREREREZE2RwENEREREREREWlzFNAQERERERERkTZHAQ0RERERERERaXMU0BARERERERGRNqdsAQ0z28fMxpnZBDM7M8t6M7Oro/UfmtkWxe4rIiKNo7pZRKR1Ub0sIlK8sgQ0zKwSuBbYF9gQONTMNszYbF9g3ehxLPD3BuwrIiINpLpZRKR1Ub0sItIw5WqhsQ0wwd2/cPdlwL3AARnbHADc4cEbQG8zW7XIfUVEpOFUN4uItC6ql0VEGqBcAY3BwDeJ15OitGK2KWZfERFpONXNIiKti+plEZEG6FCm81iWNC9ym2L2DQcwO5bQ9A5gqZl9VHQOVy79gJktnYlWTOWTn8onv/VaOgMNUPK6WfVyg+izlZ/KJz+VT26qlzMPoLq5IfTZyk1lk5/KJ79mqZvLFdCYBKyReL06MKXIbToWsS8A7n4jcCOAmb3j7ls1Ldvtk8omP5VPfiqf/MzsnZbOQwOUvG5WvVw8lU9+Kp/8VD65qV6uT3Vz8VQ+uals8lP55NdcdXO5upy8DaxrZsPMrCNwCPBoxjaPAodHIzdvB8xz92+L3FdERBpOdbOISOuiellEpAHK0kLD3WvM7ETgKaASuMXdx5rZ8dH664HHgf2ACcAi4Kh8+5Yj3yIi7ZnqZhGR1kX1sohIw5Srywnu/jihAk6mXZ9YduCEYvctwo0NzeNKRGWTn8onP5VPfm2qfMpcN7epsmkBKp/8VD75qXxya1Nlo+/MrY7KJzeVTX4qn/yapXws1IkiIiIiIiIiIm1HucbQEBERERERERFpNm0uoGFmt5jZ9FzTS0UDJF1tZhPM7EMz2yKxbh8zGxetO7N8uS6PxpaNmXU2s7fM7AMzG2tmfypvzsujidfORDP7n5mNaWOjpRetieVzSnTtfGRm95hZ5/LlvPSKKJv1zex1M1tqZqdlrGuX9U4Tr5feZvaAmX1qZp+Y2fZRel8ze8bMxkfPfcr1fppbicrnsijtQzN72Mx6l+ntNLsSlc8oM5sc1dNjzGy/cr2f5lSisvlXolwmmtmYMr2dZtfY8jGz9RJlMMbM5pvZydG6dlP3JDXxWmqX/7uSmnAttfvvzU28dvSdOX/5nGLt+DsztMD3ZndvUw9gF2AL4KMc6/cDniDMxb0d8GaUXgl8DqxFmNbqA2DDln4/raRsDOgeLVcBbwLbtfT7aS3lE62bCPRr6ffQGssHGAx8CXSJXt8HHNnS76fMZTMA2Bq4EDgtkd5u650mfp5uB34RLXcEekfLlwJnRstnApe09PtsZeWzF9AhWr5E5VOvfEYlP39t9VGKssnY/wrgnJZ+ny1RPoltKoGpwJrR63ZT9zRHWbXn/13NVD7t/ntzE+uhieg780r7nbnI8mnW781troWGu78EzM6zyQHAHR68AfQ2s1WBbYAJ7v6Fuy8D7o22bTcaWzbR6+pom6ro0e4GV2nCtbNSaGL5dAC6mFkHoCs55r1vqwqVjbtPd/e3geUZq9ptvdPY68XMehL+0d0cHWeZu89N7HN7tHw7cGAp8l4OpSgfd3/a3Wui/d8AVi/ZGyixEl0/7UIpy8bMDPgxcE9JMl8GzfS/fA/gc3f/KrFPu6h7kvSdOT99b85N35nz03fm/Mr9vbnNBTSKMBj4JvF6UpSWK31lkrMMzKwyaoI6HXjG3d8sf/ZaXL5rxIGnzexdMzu27DlrHbKWj7tPBi4Hvga+Bea5+9MtkL/WaGWud3K997WAGcCtZva+mf3DzLpF2wx0928BoucB5cxwmTWmfJKOJvz60141tnxOjJr33tJeug1k0ZRrZ2dgmruPL09WW0Qx9e4hpAd1Vqa6J0nfmfPT9+bc9J05P31nbpxG1T3tMaBhWdI8T/rKJGcZuHutu48g/OK3jZltXM6MtRL5rpEd3X0LYF/gBDPbpXzZajWylk9003AAMAxYDehmZj8ra85ar5W53sn13jsQmiH+3d03BxYSmnivbBpdPmZ2NlAD3FXqTLagxpTP34G1gRGEL4pXlD6bLaIpn61DacOtM4qUt941s47A94H7y5aj1kvfmfPT9+bc9J05P31nbpxG1T3tMaAxCVgj8Xp1QlOeXOkrk4JlEDVPHQ3sU7ZctR45y8fd4+fpwMOEJlErm1zl8x3gS3ef4e7LgYeAHVogf63Rylzv5KuLJyV+zXqAcBMGMC1ukhk9Ty9TXltCY8oHMzsC+C7wU3dvzzcYDS4fd58W3WTUATfRfuvpxl47HYCDgX+VKZ8tpVC9uy/wnrtPS6StTHVPkr4z56fvzbnpO3N++s7cOI2qe9pjQONR4PBodNntCE15vgXeBtY1s2FRdP6QaNuVSdayMbP+Fo2Wb2ZdCB+2T1swny0lV/l0M7MeAFHz3b2ArKP2tnO5PltfA9uZWdeof/YewCctmdFWZGWud7JeL+4+FfjGzNaLttsD+DixzxHR8hHAI2XNcXk1uHzMbB/gd8D33X1Ri+S6fBpTPsn+2wfRfuvpxny2IPrf7u6Typzfcsv1vyqWrZXKylT3JOk7c3763pybvjPnp+/MjdOouqdDybPVzMzsHmAk0M/MJgHnEgbjwd2vBx4njCw7AVgEHBWtqzGzE4GnCCOo3uLuY8v+BkqosWUDrArcbmaVhCDXfe7+WHlzX3pNKJ+BwMOh3qEDcLe7P1nWzJdBEz5bb5rZA8B7hGbw7wM3ljv/pVSobMxsEPAO0BOoszAV4IbuPr+91jtN+DwB/Bq4K/pn9UVi3cXAfWb2c8I//R+V/p2URonK5xqgE/BMVB+94e7Hl/zNlECJyudSMxtBaJ46ETiu1O+jFEpUNlB/3Ig2qSnlY2ZdgT2pf220m7onSd+Z89P35tz0nTk/fWfOr9zfm619t1gVERERERERkfaoPXY5EREREREREZF2TgENEREREREREWlzFNAQERERERERkTZHAQ0RERERERERaXMU0BARERERERGRNkcBDRERERERERFpcxTQEBEREREREZE2RwENaTfMbOL/t3dvIXadZRjH/4+JYjEoFRs1VavWA0hjx0JFkao0LYpQtCrFM4oggiIi9Vi98IQg9MJ4oWClnojUWL2oNIqi5lBiothWoaXENGpp6pAisdo0TYmvF+ubdM9mz2TPzJpmb+f/u8le3/rWu77ZkGfBy15rJbls0s+dpJI8mOTLq7SWXyc5nmTPatSXpKUwm0/VN5slTQyz+VR9s3nK2dDQiiX5dJKbh8YOLDD2tsd2df3r6QJwYVVd08uChlTVpcAHV6O2pOlhNi+L2SxpVZnNy2I2a0E2NNSHXcCrkqwDSPIM4PHARUNjL2hzJUmrz2yWpMljNks9sqGhPvyeLohn2vargd8Adw2NHayqw0k+leRgkn8nuSPJlXOF2r4fDxZP8rUkW9vnTUluTHIkyaEkH1loUYvNbd3iq5P8Kcm/ktyQ5IkD+y9Kcmtb4/a2/0tJvg88B7gpyX+SfGLglDML1TudJNck+cbA9tlJHpmr0db78Vb/wSTfTvL0JDvaGn+V5OxxzydpTTCbO2azpEliNnfMZvXChoZWrKpOAPvowpf2725gz9DYXJf5IHAJ8BTg88APkjyz7fsh8IYkTwZI16m+CtiW5HHATcDtwLnAFuCjSV43vKYx514FvB54HvBS4L3t2CcAPwW+Azy1renK9re+G/g7cEVVbaiqr56u3pg2A7cNbM8Ad1XV8YGxtwCXAy8CrgB2AJ8Bnkb3f3nBi5SktcdsXrzemMxmSb0ymxevNyazWafY0FBfdvJoCF9CF8y7h8Z2AlTV9qo6XFX/raobgAPAy9u+vwF/BN7UjrsUOFZVvwMuBs6pqi9U1Ymquhv4FjDq/sJx5m5t6/gnXYjPtPFXAOvb/keq6ifA/jG+g4XqjWNUMN8+NOfrVTVbVffSfbf7qurWqnqY7kLysiWcT9LaYDabzZImj9lsNqsn68/0AvR/YxfwofbzrXOq6kCSWeC7beyCNock7wE+Bjy3HbuBrls6ZxvwduB7wDvaNsB5wKYkRwfmrqMLqWHjzP3HwOdjwKb2eRNwb1XVwP57Rv7V8y1Ub1Gts30+8OeB4QuZH9QAswOfHxqxvWGc80laU8xms1nS5DGbzWb1xIaG+rKX7qdwHwBuAaiqB5IcbmOHq+pQkvPoOr5bgL1VdTLJbUAGam0Hrk3yLLqfrL2yjd8DHKqqF46xnqXMHXYfcG6SDITzs+l+8gdQow9btpfQXQiOASQJ8FoevSBJ0nKZzctnNktaLWbz8pnNmsdbTtSLqnoI+ANdB3mwm7unjc3dB/gkumA7ApDkfXRd6MFaR4DfAtfTheudbdd+4IEkn0xyVpJ1SS5IcvGIJS1l7rC9wEngw0nWJ3kj7ad9zSzw/DHqjGszsDHJ+UnOAr5I1yn/a4/nkLQGmc0rYjZLWhVm84qYzZrHhob6tBPYSBfGc3a3sV0AVXUHcC1d+M3ShdItI2ptAy5joNtaVSfpHuozAxwC7geuo+twz7OUuSOOPQG8GXg/cBR4F/Az4OE25SvAZ5McTXL16eqNYTPwC7qHFf2F7nu5G1iV921LWnPM5uUxmyWtJrN5ecxmzZP5tztJGiXJPuCbVXV9D7WO04X81qr6XJIdwHVVdeNKa7f6v6R7QNP+qtrSR01JmkRmsyRNHrNZjyWfoSGNkOQ1dO8Dvx94J93rpH7eR+2qGn7P9mbgzlFzl1n/8r5qSdIkMZslafKYzTqTbGhIo70Y+BHdE5APAm+tqvv6Pkl7kvVGuldwSZIWZzZL0uQxm3XGeMuJJEmSJEmaOj4UVJIkSZIkTR0bGpIkSZIkaerY0JAkSZIkSVPHhoYkSZIkSZo6NjQkSZIkSdLUsaEhSZIkSZKmjg0NSZIkSZI0dWxoSJIkSZKkqfM/5hjtLCOd4UkAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "###\n", "colSelect = ['FREQ', 'TOTAL_RAD','TOT_TRANS']\n", "tape7 = rymodtran.loadtape7(\"data/NdYAG/20210914-EOCourse.tp7\", colSelect )\n", "sr = ryplot.Plotter(1,1,3,\"5 km horizontal path at 1.8 km altitude, ground at 1.4 km\"\n", " \"\\nTropical, Desert aerosol with 18 m/s wind, 21 km visibility\", figsize=(18,5))\n", "\n", "# convert spectral density from wavenumber units to wavelength\n", "wl, Lpath = ryutils.convertSpectralDensity(tape7[:,0],tape7[:,1],'nl')\n", "# convert cm2 to m2 for area\n", "Lpath *= 1.0e4\n", "# integrate over spectral, note use of wl to get good dx values\n", "totinband = - np.trapz(Lpath.reshape(-1, 1),wl, axis=0)[0]\n", "\n", "sr.plot(1, wl, tape7[:,2], f\"Transmittance\",\n", " \"Wavelength [$\\mu$m]\",\"Transmittance\",pltaxis=[1,1.1, 0, 1],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n", "sr.plot(2, wl, tape7[:,2], f\"Transmittance\",\n", " \"Wavelength [$\\mu$m]\",\"Transmittance\",pltaxis=[1.06,1.07, 0, 1],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.3f');\n", "sr.plot(3, wl, Lpath, f\"Lpath total={totinband:.2f} W/(m2.sr)\",\n", " \"Wavelength [$\\mu$m]\",\"Lpath [W/(m$^2$.sr.$\\mu$m)]\",pltaxis=[1,1.1,0,100],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "###\n", "colSelect = ['FREQ', 'TOTAL_RAD','TOT_TRANS']\n", "tape7 = rymodtran.loadtape7(\"data/NdYAG/20210914-EOCourseFog.tp7\", colSelect )\n", "sr = ryplot.Plotter(1,1,3,\"500 m horizontal path at 2.2 km altitude, ground at 1.4 km\"\n", " \"\\nRadiative fog with 500 m visibility\", figsize=(18,5))\n", "\n", "# convert spectral density from wavenumber units to wavelength\n", "wl, Lpath = ryutils.convertSpectralDensity(tape7[:,0],tape7[:,1],'nl')\n", "# convert cm2 to m2 for area\n", "Lpath *= 1.0e4\n", "# integrate over spectral, note use of wl to get good dx values\n", "totinband = - np.trapz(Lpath.reshape(-1, 1),wl, axis=0)[0]\n", "\n", "sr.plot(1, wl, tape7[:,2], f\"Transmittance\",\n", " \"Wavelength [$\\mu$m]\",\"Transmittance\",pltaxis=[1,1.1, 0, 1],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n", "sr.plot(2, wl, tape7[:,2], f\"Transmittance\",\n", " \"Wavelength [$\\mu$m]\",\"Transmittance\",pltaxis=[1.06,1.07, 0, 1],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.3f');\n", "sr.plot(3, wl, Lpath, f\"Lpath total={totinband:.2f} W/(m2.sr)\",\n", " \"Wavelength [$\\mu$m]\",\"Lpath [W/(m$^2$.sr.$\\mu$m)]\",pltaxis=[1,1.1,0,100],\n", " label=[colSelect[1][:]],legendAlpha=0.5, maxNX=5, maxNY=4, \n", " powerLimits = [-4, 4, -5, 5],xAxisFmt='%.2f');\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Range scaling atmospheric transmittance and path radiance \n", "\n", "If the spectral transmittance at one range is known, it can be scaled to other distances by applying Beer/Bouguer's law.\n", "Calculate the attenuation coefficient for the known transmittance and then apply it to other distances.\n", "$$\n", "\\tau_a(R_1) = \\exp(-R_1 \\alpha_a)\n", "$$\n", "$$\\alpha_a = -\\log(\\tau_a(R_1))/R_1\n", "$$\n", "and then calculate the transmittance at the required range by \n", "$$\n", "\\tau_a(R) = \\exp(-R \\alpha_a)\n", "$$\n", "\n", "Path radiance can be scaled by multiplication/division by $(1-\\tau)$. Divide the known path radiance by $(1-\\tau_\\textrm{known})$ and then multiply with $(1-\\tau_\\textrm{new})$. The path radiance for an infinitely long path can be calculated and then rescaled:\n", "\n", "$$\n", "L_\\textrm{path}(R\\rightarrow \\infty)\n", "=\n", "\\frac{L_\\textrm{path1}}{1-\\tau_\\textrm{path1}}\n", "=\n", "\\frac{L_\\textrm{path2}}{1-\\tau_\\textrm{path2}}\n", "$$\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\\ac{MODTRAN} was used to calculate path radiance and transmittance for several distances, using the same atmospheric model. The path is horizontal, at sea level. The Tropical climate model is used with a Rural aerosol and 23 km visibility." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# to demonstrate recaling transmittance from one range to another.\n", "pranges = [100,1000,10000]\n", "\n", "p = ryplot.Plotter(1,2,2,figsize=(16,8))\n", "for prange in pranges:\n", " colsPath = ['FREQ', 'TOT_TRANS', 'TOTAL_RAD','DEPTH']\n", " tape7 = rymodtran.loadtape7(f\"data/path{prange}/tape7\", colsPath)\n", " dfPath = pd.DataFrame(tape7,columns=colsPath)\n", " dfPath = dfPath.rename(columns={'FREQ': 'nu','TOT_TRANS':'tauPath','TOTAL_RAD':'radPathNu'})\n", " wlp, dfPath['radPathWl'] = ryutils.convertSpectralDensity(dfPath['nu'].values,dfPath['radPathNu'].values,'nl')\n", " dfPath['radPathWl'] *= 1.0e4\n", " dfPath['tauPath'] += 1e-6 # prevent zero transmittance\n", " \n", " dfPath['wl'] = 1e4 / dfPath['nu']\n", "# dfPath['alphaP'] = -np.log(dfPath['tauPath']) / prange\n", " dfPath['alphaP'] = dfPath['DEPTH'] / prange\n", " \n", " dfPath['radPathWlNorm'] = dfPath['radPathWl'] / (1 - dfPath['tauPath'] )\n", "# print(dfPath[dfPath['tauPath']<0.01])\n", " p.plot(1,dfPath['wl'],dfPath['radPathWl'],'Path radiance over distance','Wavelength [$\\mu$m]','Radiance W/(m2.sr.um)', \n", " xAxisFmt='%.2f',label=[f'{prange} m'])\n", " p.plot(2,dfPath['wl'],dfPath['tauPath'],'Path transmittance over distance','Wavelength [$\\mu$m]','Transmittance',\n", " xAxisFmt='%.2f',label=[f'{prange} m'])\n", " p.plot(3,dfPath['wl'],dfPath['radPathWlNorm'],'Path radiance / (1-$\\\\tau$)','Wavelength [$\\mu$m]','Radiance W/(m2.sr.um)',\n", " xAxisFmt='%.2f',label=[f'{prange} m'])\n", " p.semilogY(4,dfPath['wl'],dfPath['alphaP'],'Path attentuation coefficient','Wavelength [$\\mu$m]','Attenuation [1/m]', \n", " xAxisFmt='%.2f',label=[f'{prange} m'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The bottom-left graph indicates that path radiance can be accurately re-calculated for different distances, \n", "\n", "It is evident from the bottom-right graph that the attenuation coefficient approximation is not quite valid to scale for range in strong attenuation lines. The \\ac{MODTRAN} documentation also mentions somewhere that transmittance at closer ranges is less accurate than at longer ranges.\n", "\n", "In spectroscopy the deviations (called nonlinearity errors) from Beer's law is well studied and documented. There are several causes identified most of which is relevant to spectroscopy only (instrument functions, chemical interactions, and what we call path radiance). One cause that could apply here in a modified form is that attenuation decreases at higher concentrations of molecules. At higher concentration (number of molecules along the path?) \n", "there is interaction between absorbing particles such that the absorption decreases.\n", "\n", "The decreased absorption for longer paths is evident in the bottom-right graph. Note that the difference only occurs in the molecular lines (oxygen in this case). A wavelengths with no molecular absorption, Beer's law holds well. Extending the interaction argument this also means that the effect will be more pronounced for stronger absorbing molecules, such as the oxygen shown here or CO_\\textsubscript{2} at 4.3 $\\mu$m.\n", "\n", "Suppose that the 1000~m transmittance is used as the baseline, then transmittance estimates at shorter distances will be higher than if calculated directly. Conversely transmittance at longer wavelengths will be lower than if calculated directly.\n", "\n", "See these sources \\cite{WikipediaBeerLambertlaw2021,Mayerhofer2020,Efstathiou2021}\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Python and module versions, and dates" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# to show Python versions.\n", "try:\n", " import pyradi.ryutils as ryutils\n", " print(ryutils.VersionInformation('matplotlib,numpy,pyradi,scipy,pandas'))\n", "except:\n", " print(\"pyradi.ryutils not found\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 4 }