{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Example usage of calibration uncertanty envelopes for GWTC-1\n", "\n", "This notebook contains an example in how to read, and interpret the calibration uncertainty envelopes provided at https://dcc.ligo.org/LIGO-P1900040/public." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def CalEnv_plot(calEnv_file, freq):\n", " # read in a file from the set of Calibration Envelopes\n", " # interpolate the data to fit the bandwidth used for this analysis\n", " # plot the amplitude and phase uncertanties\n", " \n", " CalEnv_raw = np.genfromtxt(calEnv_file, skip_header=1)\n", " \n", " IFO = calEnv_file.split('_')[-2]\n", " \n", " IFO_color = {'H':'#1b9e77','L':'#d95f02','V':'#7570b3'}\n", " \n", " # Show the amplitude uncertanty in terms of percentage deviations away from a theoretical\n", " # perfect calibration\n", " \n", " Amp_median = (1-np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,1], left=1, right=1))*100\n", " Amp_lower_sigma = (1-np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,3], left=1, right=1))*100\n", " Amp_upper_sigma = (1-np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,5], left=1, right=1))*100\n", " \n", " # Show the phase uncertanty in terms of a deviation, in degrees, away from a theoretical \n", " # perfect calibration\n", " \n", " Phase_median = np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,2], left=0, right=0)*180./np.pi\n", " Phase_lower_sigma = np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,4], left=0, right=0)*180./np.pi\n", " Phase_upper_sigma = np.interp(freq, CalEnv_raw[:,0], CalEnv_raw[:,6], left=0, right=0)*180./np.pi\n", " \n", " plt.figure(figsize=(18.0, 6.0))\n", " \n", " plt.subplot(121)\n", " plt.plot(freq, Amp_median, c=IFO_color[IFO], lw=5, label=IFO)\n", " plt.fill_between(freq, Amp_upper_sigma ,Amp_lower_sigma, color=IFO_color[IFO], alpha=0.6)\n", " plt.xscale('log')\n", " plt.xlim(freq[0], freq[-1])\n", " plt.legend(fontsize=20, loc='upper left')\n", " plt.xlabel('Frequency (Hz)', fontsize=20)\n", " plt.ylabel('Amplitude deviation (%)', fontsize=20)\n", " plt.xticks(fontsize=16)\n", " plt.yticks(fontsize=16)\n", " \n", " plt.subplot(122)\n", " plt.plot(freq, Phase_median, c=IFO_color[IFO], lw=5, label=IFO)\n", " plt.fill_between(freq, Phase_upper_sigma , Phase_lower_sigma, color=IFO_color[IFO], alpha=0.6)\n", " plt.xscale('log')\n", " plt.xlim(freq[0], freq[-1])\n", " plt.legend(fontsize=20, loc='upper left')\n", " plt.xlabel('Frequency (Hz)', fontsize=20)\n", " plt.ylabel('Phase deviation (degrees)', fontsize=20)\n", " plt.xticks(fontsize=16)\n", " plt.yticks(fontsize=16)\n", " \n", " plt.show() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As an example, we'll plot the calibration uncertainty envelopes for GW170814" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f = np.arange(20,1024,1./4)\n", "\n", "CalEnv_plot('GWTC1_GW170814_CalEnv/GWTC1_GW170814_H_CalEnv.txt', f)\n", "\n", "CalEnv_plot('GWTC1_GW170814_CalEnv/GWTC1_GW170814_L_CalEnv.txt', f)\n", "\n", "CalEnv_plot('GWTC1_GW170814_CalEnv/GWTC1_GW170814_V_CalEnv.txt', f)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.6" } }, "nbformat": 4, "nbformat_minor": 2 }