{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quickview Notebook\n", "\n", "Welcome! This IPython notebook provides a quick look at short segments of data from the Gravitational Wave Open Science Center\n", "\n", "* Set the GPS time (t0) and detector in the first cell\n", "* Click \"Run All\" in the cell menu at the top\n", "* Your plots will appear below\n", "\n", "v0.10; December 2024" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set Parameters\n", "\n", "* [GPS time](https://gwosc.org/gps) of the data of interest ([Learn more](https://www.google.com/search?q=What+is+gps+time))\n", "* Detector could be H1 (LIGO Hanford), L1 (LIGO Livingston), or V1 (Virgo)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# -- Set a GPS time:\n", "t0 = 1126259462.4 # -- GW150914\n", "\n", "#-- Choose detector as H1, L1, or V1\n", "detector = 'H1'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might try some of these examples times in the H1 detector:\n", "
\n",
    "t0 = 1126259462.4    # -- GW150914\n",
    "t0 = 1187008882.4    # -- GW170817\n",
    "t0 = 933200215       # -- Loud hardware injection\n",
    "t0 = 1132401286.33   # -- Koi Fish Glitch\n",
    "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import some packages" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some packages may be missing on some platforms so we try to install them (you may see error messages when running on Google Colab but installation usually works).\n", "If you experience problems, please [report an issue](https://github.com/gwosc-tutorial/quickview/issues)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "try:\n", " from gwpy.timeseries import TimeSeries\n", "except:\n", " ! pip install -q \"gwpy==3.0.13\"\n", " from gwpy.timeseries import TimeSeries\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Query and download data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "center = int(t0) #-- Round GPS time to nearest second\n", "strain = TimeSeries.fetch_open_data(detector, center-16, center+16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the raw time-series data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1 = strain.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the Amplitude Spectral Density (ASD)\n", "\n", "The amplitude spectral density is one way to visualize the frequency-domain content of a time series signal.\n", " * [ASDs in the gwpy documentation](https://gwpy.github.io/docs/stable/signal/)\n", " * [ASDs in Wikipedia](https://en.wikipedia.org/wiki/Spectral_density)\n", " * [ASDs in the Frequency Domain Data video](https://labcit.ligo.caltech.edu/~jkanner/gwosc/intro-course/)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1e-24, 1e-19)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -- Plot ASD\n", "fig2 = strain.asd(fftlength=8).plot()\n", "plt.xlim(10,2000)\n", "plt.ylim(1e-24, 1e-19)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Whiten and band-pass the data\n", "\n", "* Whitening is a process that re-weights a signal, so that all frequency bins have a nearly equal amount of noise.\n", "* A band-pass filter uses both a low frequency cutoff and a high frequency cutoff, and only passes signals in the frequency band between these values.\n", "\n", "See also:\n", "\n", " * [Whitening a TimeSeries](https://gwpy.github.io/docs/stable/examples/timeseries/whiten/#whitening-a-timeseries)\n", " * [Signal Processing Tutorial](https://gwfilter.streamlit.app)\n", " * [Finding Signals in Noise video](https://labcit.ligo.caltech.edu/~jkanner/gwosc/intro-course/)\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1126259462.2, 1126259462.5)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -- Whiten and bandpass data\n", "white_data = strain.whiten()\n", "bp_data = white_data.bandpass(30, 400)\n", "fig3 = bp_data.plot()\n", "plt.xlim(t0-0.2, t0+0.1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot a q-transform of the data\n", "\n", "A Q-transform plot shows how a signal’s frequency changes with time.\n", "\n", "* The x-axis shows time\n", "* The y-axis shows frequency\n", "* The color scale shows the amount of “energy” or “signal power” in each time-frequency pixel.\n", "\n", "A parameter called “Q” refers to the quality factor. A higher quality factor corresponds to a larger number of cycles in each time-frequency pixel.\n", "\n", "* [Q-transform in gwpy](https://gwpy.github.io/docs/latest/examples/timeseries/qscan/)\n", "* [Q-transform in Wikipedia](https://en.wikipedia.org/wiki/Constant-Q_transform)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dt = 1 #-- Set width of q-transform plot, in seconds\n", "hq = strain.q_transform(outseg=(t0-dt, t0+dt))\n", "fig4 = hq.plot()\n", "ax = fig4.gca()\n", "ax.grid(False)\n", "ax.set_yscale('log')\n", "try: fig4.colorbar(label=\"Normalized energy\")\n", "except: pass" ] } ], "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": "3.14.0" } }, "nbformat": 4, "nbformat_minor": 4 }