{ "cells": [ { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "wYTsdL6ZTGje" }, "source": [ "# GWANW 2024 Meeting: LIGO Data Tutorial\n", "\n", "This tutorial section covers the basics of LIGO data access and analysis. After finishing this session, you should be able to access publicly-available gravitational wave data, perform some basic manipulations to the data to find the gravitational wave signal. We will also discuss some basic data quality concerns to keep in mind when viewing LIGO data.\n", "\n", "If you have any questions, feel free to reach out to me (Ben Mannix bmannix@uoregon.edu)\n", "\n", "---\n", "\n", "\n", "LIGO data can be accessed with the GWpy Python package. This workbook will describe how to download publicly-available gravitational wave data and process it with GWpy. Installation instructions for GWpy may be found [here](https://gwpy.github.io/docs/stable/install/index.html). This tutorial uses version 2.0.3 of GWpy for python 3.6+." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "HVBmw_fVe5bN" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: gwpy in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (3.0.8)\n", "Requirement already satisfied: ligotimegps>=1.2.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (2.0.1)\n", "Requirement already satisfied: tqdm>=4.10.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (4.65.0)\n", "Requirement already satisfied: python-dateutil in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (2.8.2)\n", "Requirement already satisfied: astropy>=4.3.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (6.1.1)\n", "Requirement already satisfied: requests in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (2.32.3)\n", "Requirement already satisfied: h5py>=3.0.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (3.11.0)\n", "Requirement already satisfied: matplotlib>=3.3.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (3.7.1)\n", "Requirement already satisfied: scipy>=1.5.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.10.1)\n", "Requirement already satisfied: gwosc>=0.5.3 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (0.7.1)\n", "Requirement already satisfied: dateparser>=1.1.4 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.2.0)\n", "Requirement already satisfied: numpy>=1.19 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.24.2)\n", "Requirement already satisfied: dqsegdb2 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.2.1)\n", "Requirement already satisfied: gwdatafind>=1.1.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.2.0)\n", "Requirement already satisfied: ligo-segments>=1.0.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwpy) (1.4.0)\n", "Requirement already satisfied: pyerfa>=2.0.1.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from astropy>=4.3.0->gwpy) (2.0.1.4)\n", "Requirement already satisfied: PyYAML>=3.13 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from astropy>=4.3.0->gwpy) (6.0.1)\n", "Requirement already satisfied: packaging>=19.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from astropy>=4.3.0->gwpy) (23.0)\n", "Requirement already satisfied: astropy-iers-data>=0.2024.5.27.0.30.8 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from astropy>=4.3.0->gwpy) (0.2024.6.17.0.31.35)\n", "Requirement already satisfied: tzlocal in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from dateparser>=1.1.4->gwpy) (5.2)\n", "Requirement already satisfied: pytz in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from dateparser>=1.1.4->gwpy) (2023.3)\n", "Requirement already satisfied: regex!=2019.02.19,!=2021.8.27 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from dateparser>=1.1.4->gwpy) (2024.5.15)\n", "Requirement already satisfied: igwn-auth-utils>=0.3.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from gwdatafind>=1.1.0->gwpy) (1.1.0)\n", "Requirement already satisfied: six in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from ligo-segments>=1.0.0->gwpy) (1.16.0)\n", "Requirement already satisfied: pillow>=6.2.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (9.5.0)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (1.4.4)\n", "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (4.39.3)\n", "Requirement already satisfied: pyparsing>=2.3.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (3.0.9)\n", "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (1.0.7)\n", "Requirement already satisfied: cycler>=0.10 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from matplotlib>=3.3.0->gwpy) (0.11.0)\n", "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->gwpy) (3.7)\n", "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->gwpy) (3.3.2)\n", "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->gwpy) (2024.6.2)\n", "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->gwpy) (2.2.2)\n", "Requirement already satisfied: colorama in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from tqdm>=4.10.0->gwpy) (0.4.6)\n", "Requirement already satisfied: scitokens>=1.7.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (1.8.1)\n", "Requirement already satisfied: cryptography>=2.3 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (42.0.8)\n", "Requirement already satisfied: safe-netrc>=1.0.0 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (1.0.1)\n", "Requirement already satisfied: tzdata in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from tzlocal->dateparser>=1.1.4->gwpy) (2023.3)\n", "Requirement already satisfied: cffi>=1.12 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from cryptography>=2.3->igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (1.16.0)\n", "Requirement already satisfied: PyJWT>=1.6.1 in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from scitokens>=1.7.0->igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (2.8.0)\n", "Requirement already satisfied: pycparser in c:\\users\\benma\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from cffi>=1.12->cryptography>=2.3->igwn-auth-utils>=0.3.1->gwdatafind>=1.1.0->gwpy) (2.22)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 23.0.1 -> 24.1\n", "[notice] To update, run: C:\\Users\\benma\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "#if running on google colab, you may have to install gwpy\n", "!pip install gwpy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's import all of the other tools we'll need for this:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "Collapsed": "false", "id": "7_35mIRsTGjh" }, "outputs": [], "source": [ "from gwpy.time import tconvert\n", "from gwpy.timeseries import TimeSeries\n", "from gwpy.plot import Plot\n", "import matplotlib.pyplot as plt\n", "from scipy.signal import get_window\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "TNgzPOPRTGjh" }, "source": [ "## A Note on time, UTC and GPS:\n", "\n", "When talking about the time of an event, given that we have detectors around the globe, it's useful to have a single time standard to compare data. Thus, events are reported in UTC time. However, dates and times are written in way that's easy for humans to read, but not in a way that is easy to do math with. That's where GPS time is useful. GPS time standard counts the number of seconds since 00:00:00 UTC on January 6, 1980. \n", "\n", "Gwpy has the useful function tconvert for converting between GPS times and human-readable times. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/" }, "id": "WRyM-tU9TGji", "outputId": "afc32b8e-8142-4ed9-bea9-7b2c7579b92d" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1980-01-06 00:00:00\n" ] } ], "source": [ "print(tconvert(0)) # What UTC time does the GPS time of 0 correspond to?" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "GXTnfDcdsXOc", "outputId": "b5badd71-a4d4-4e2f-c745-f69255a66ce5" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n" ] } ], "source": [ "print(tconvert(\"1980-01-06 00:00:00\")) # What GPS time does 1/6/1980 00:00:00 correspond to?" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/" }, "id": "uJCmNq5UTGji", "outputId": "90a1cf05-9f87-4954-9afb-d0f6c78670c8" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n" ] } ], "source": [ "print(tconvert('January 6, 1980 00:00:00'))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/" }, "id": "V2wipNVwTGjj", "outputId": "2a1f0ecf-c9c0-48c5-bcb1-b6d6593efbaa" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1403286306\n", "2024-06-24 17:44:48\n" ] } ], "source": [ " # What time is it now?\n", "print(tconvert('now'))\n", "print(tconvert(tconvert('now')))" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "X6FJFFf4TGjj" }, "source": [ "---\n", "\n", "## Example event: GW200224_222234\n", "\n", "The easiest way to access LIGO data as someone who isn't a collaboration member is through the [Gravitational Wave Open Science Center (GWOSC)](https://www.gw-openscience.org/workshops/). For each confidently-detected gravitational-wave event in LIGO & Virgo, GWOSC hosts over an hour of detector data from each observatory (if it was operating).\n", "\n", "We will be mostly looking at GW200224 in this session. This was a gravitational wave (GW) candidate seen when all three observatories were operating. It was a merger of a $40.0^{+6.9}_{-4.5}$ solar masss black hole and a $32.5^{+5.0}_{-7.2}$ which produced a $68.6^{+6.6}_{-4.7}$ solar mass black hole. Approximately $7\\times10^{47}$ Joules of energy were emitted as gravitational waves in the process. The data can be viewed and downloaded from the event's GWOSC page [here](https://www.gw-openscience.org/eventapi/html/GWTC-3-confident/GW200224_222234/v1).\n", "\n", "According to info for this event, the signal should be found on February 24, 2020 at 22:22:34 UTC. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "Collapsed": "false", "id": "fAqXkiIvTGjj" }, "outputs": [], "source": [ "t0 = tconvert('Feb 24 2020 22:22:34') \n", "# Let's look in a reasonable window of time around the event\n", "t_start = t0 - 32\n", "t_end = t0 + 32\n", "h1_data = TimeSeries.fetch_open_data(ifo = 'H1', start = t_start, end = t_end, sample_rate = 16384) \n", "\n", "# note: fetch_open_data queries the LIGO public events. For LIGO members, see TimeSeries.get for more general use" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "GGKUrUMsTGjk" }, "source": [ "Let's take a look at the resulting timeseries by plotting it:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 370 }, "id": "RBpZkFPGTGjk", "outputId": "a189e842-4b56-45dd-abfe-a69a705f3701" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\benma\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python310\\site-packages\\gwpy\\plot\\plot.py:287: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " super().show(warn=warn)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = h1_data.plot(c = 'gwpy:ligo-hanford')\n", "plt.ylabel(r'GW strain $h(t)$')\n", "plt.axvline(1266618172.4, ls = '--', alpha = .75, c= 'k')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "soqw1VbgTGjk" }, "source": [ "The black dashed line indicates where we're supposed to see the gravitational wave event. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's take a look at the information contained within a TimeSeries object:\n", "\n", "Each gwpy.timeseries.TimeSeries object has several attributes in addition to the array of $h(t)$ measurements.\n", "\n", "The most useful thing is the value of $h(t)$ at each point in time:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/" }, "id": "yevpGK5rTGjk", "outputId": "8c27935f-0f94-4ec5-adb6-5401fdd483db" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 3.04651488e-20 -1.46678592e-21 1.54148711e-20 ...\n", " -1.12415586e-19 -1.20887348e-19 -1.22343519e-19]\n" ] } ], "source": [ "print(h1_data.value) # The list of h(t) at each time" ] }, { "cell_type": "markdown", "metadata": { "id": "29ljetJCuYX8" }, "source": [ "We can check that the size of our data makes sense by considering the sampling rate and length of time we pulled. According to our sampling rate, there should 16384 data points per second:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "3XbCX8q3uCHl", "outputId": "d4ddb8a5-5fb1-4e6c-a1eb-dd32fed874e8" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1048576\n", "1048576\n" ] } ], "source": [ "print(len(h1_data))\n", "print(64*16384)" ] }, { "cell_type": "markdown", "metadata": { "id": "KCetE9NgvQMF" }, "source": [ "Let's take a look at all the information this TimeSeries object contains:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "__lJ2FXZujGy", "outputId": "7c4b5a93-f64f-4460-ee63-6891a2342f60" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TimeSeries([ 3.04651488e-20, -1.46678592e-21, 1.54148711e-20,\n", " ..., -1.12415586e-19, -1.20887348e-19,\n", " -1.22343519e-19]\n", " unit: dimensionless,\n", " t0: 1266618140.0 s,\n", " dt: 6.103515625e-05 s,\n", " name: Strain,\n", " channel: None)\n" ] } ], "source": [ "print(h1_data) #another way to view the same information" ] }, { "cell_type": "markdown", "metadata": { "id": "eNHhKQbPvUfz" }, "source": [ "We can also call specific pieces of information individually:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/" }, "id": "DlFsW1xiTGjk", "outputId": "937ca1c6-77ad-476f-e6d6-7d0825f9d57a" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "1266618140.0 s\n", "6.103515625e-05 s\n", "16384.0 Hz\n", "[1.26661814e+09 1.26661814e+09 1.26661814e+09 ... 1.26661820e+09\n", " 1.26661820e+09 1.26661820e+09] s\n", "Strain\n" ] } ], "source": [ "print(h1_data.unit) # Strain is unitless (meters/meters), so this is just a blank line\n", "print(h1_data.t0) # GPS start time of the data\n", "print(h1_data.dt) # Time increments between data points\n", "print(h1_data.sample_rate) # Sample rate of channel\n", "print(h1_data.times) # List of GPS times at which the data is sampled\n", "print(h1_data.name) # Descriptive name for the dataset" ] }, { "cell_type": "markdown", "metadata": { "id": "VdxSTGBKw_Ez" }, "source": [ "Calling the object will also return the value of $h(t)$:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 37 }, "id": "PSm3gLFPu14E", "outputId": "a2382ff0-e317-400f-f698-ccfea4f73e29" }, "outputs": [ { "data": { "text/latex": [ "$[3.0465149 \\times 10^{-20},~-1.4667859 \\times 10^{-21},~1.5414871 \\times 10^{-20},~\\dots,~-1.1241559 \\times 10^{-19},~-1.2088735 \\times 10^{-19},~-1.2234352 \\times 10^{-19}] \\; \\mathrm{}$" ], "text/plain": [ ",\n", " dt=,\n", " name='Strain',\n", " channel=None)>" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "h1_data" ] }, { "cell_type": "markdown", "metadata": { "id": "Oc2NOxLxv6Wc" }, "source": [ "Let's now take a close look at the data to see if we can find GW200224 by bringing Livingston in too:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "Collapsed": "false", "id": "nk3yHiMiTGjl" }, "outputs": [], "source": [ "l1_data = TimeSeries.fetch_open_data(ifo = 'L1', start = t_start, end = t_end, sample_rate = 16384, verbose = False) #note the change in ifo" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 572 }, "id": "7nB1i1KiTGjl", "outputId": "02f2d783-a48d-403f-e4a3-f73c7ad55f01" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(h1_data, label = 'LIGO Hanford', c = 'gwpy:ligo-hanford', alpha = .5)\n", "ax.plot(l1_data, label = 'LIGO Livingston', c = 'gwpy:ligo-livingston', alpha = .5)\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlabel('GPS time')\n", "ax.set_xlim(1266618172.4 - 5, 1266618172.4 + 2) # Event time from the listing on GraceDB\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = .75, c= 'k')\n", "plot.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 572 }, "id": "lzsevF-lc1ed", "outputId": "e27cc047-6ce9-450b-e438-6d63937a7205" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(h1_data, label = 'LIGO Hanford', c = 'gwpy:ligo-hanford', alpha = .5)\n", "ax.plot(l1_data, label = 'LIGO Livingston', c = 'gwpy:ligo-livingston', alpha = .5)\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlabel('GPS time')\n", "ax.set_xlim(1266618172.4- 1, 1266618172.4 + 0.5) # Event time from the listing on GraceDB\n", "ax.set_ylim(-2 * 10**(-18), 2 * 10**(-18))\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = .75, c= 'k')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "mU2uC8imTGjl" }, "source": [ "There doesn't appear to be anything exceptional happening in the detectors at the quoted merger time. What gives?" ] }, { "cell_type": "markdown", "metadata": { "id": "kpe-DeZeRk4A" }, "source": [ "---\n", "\n", "## Cleaning the data" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "jPPXR8f8TGjl" }, "source": [ "To actually see the gravitational wave signal, we need to do some work removing noise from our data. We'll use tools from Fourier analysis and signal processing to accomplishi this. \n", "\n", "It is easy to compute the frequency-domain representation of the $h(t)$ data for either detector. We can perform a Fast Fourier Transform (FFT) to take the information from time space to frequency space." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "RLToP2bkTGjl" }, "outputs": [], "source": [ "h1_data_freq_domain = h1_data.fft()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "BZ1ImXzZTGjl" }, "source": [ "This produces a FrequencySeries object which has similar properties and attributes to a TimeSeries." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 556 }, "id": "E6onQRGKTGjl", "outputId": "9f2acbc7-0100-473e-a250-4aa831546c0f" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = h1_data_freq_domain.abs().plot(c = 'gwpy:ligo-hanford', xscale = 'log', yscale = 'log', figsize= (8,6))\n", "plt.ylabel(r'$|\\tilde{h}(f)|$')\n", "plt.xlim(10, 8192)\n", "plot.show();" ] }, { "cell_type": "markdown", "metadata": { "id": "68Cr6XFLev7m" }, "source": [ "This gives us a sense of what level of noise we expect at each frequency. However, it looks quite erratic and messy. Due to the fact that we're taking a Fourier transform of a finite signal, we can get artifacts called \"spectral leakage\" due to the data getting cut off at the start and end of our time segment. We can reduce these effects by \"windowing\" our data:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "MSc0fcGYTGjm" }, "outputs": [], "source": [ "window_fct = get_window(window = 'hann', Nx = h1_data.size)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 483 }, "id": "xEg5tfqQTGjm", "outputId": "901201dc-5964-4504-9371-2a9e859acfd8" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(window_fct)\n", "plt.xlabel('Sample #')\n", "plt.title('Hanning window for GW data')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "I6cnkTStTGjm" }, "outputs": [], "source": [ "windowed_h1_data = window_fct * h1_data" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "jo6x5N59TGjm" }, "source": [ "The result of the windowing is to decrease the values of $h(t)$ recorded at the start and end of the dataset." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 370 }, "id": "HaCZwj8RTGjm", "outputId": "323b1267-f5d9-4f80-f517-29a4b4227a72" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = windowed_h1_data.plot(c = 'gwpy:ligo-hanford')\n", "plt.ylabel(r'Windowed GW strain')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "RdyNaSoHfXp_" }, "source": [ "Revisting the FFT to see what effect the window had:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 556 }, "id": "VSnYttosTGjm", "outputId": "7b22cc2a-23d7-4d6f-b600-0806962f4797" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h1_windowed_data_freq_domain = windowed_h1_data.fft()\n", "plot = h1_windowed_data_freq_domain.abs().plot(c = 'gwpy:ligo-hanford', xscale = 'log', yscale = 'log', figsize = (8,6))\n", "plt.ylabel(r'$|\\tilde{h}(f)|$')\n", "plt.xlim(10, 8192)\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "UtryYlN1TGjm" }, "source": [ "It's looking cleaner now, but we can still do better.\n", "\n", "By combining several FFTs, we are able to get a snapshot of the detector's sensitivity at the time of the event that isn't subject to short variations in detector noise. The windowing step is done automatically by the asd() method." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 580 }, "id": "n7f2we0BTGjm", "outputId": "373d1a12-f55c-497a-9acd-829e96cd5770" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h1_asd = h1_data.asd(fftlength = 1, overlap = .25, window = 'hann', method = 'welch')\n", "plot = h1_asd.plot(c = 'gwpy:ligo-hanford', xscale = 'log', yscale = 'log', figsize = (8,6))\n", "plt.title('GW Sensitivity (ASD)')\n", "plt.xlim(10, 8192)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "xdaBjGLYTGjq" }, "source": [ "This is starting to look like the image of a sensitivity curve we're familiar with seeing. Our Amplitdue Spectral Density (ASD) plot which tells us the level of noise we expect in each part of frequency. The lower the curve, the lower the level of noise at that frequency and thus the more sensitive we are to gravitational waves. \n", "\n", "We can compute the PSD just as we found the ASD. Note the different units." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 580 }, "id": "jpGOo80NTGjr", "outputId": "b7c95890-0f6a-46e9-c7d5-e685686b549f" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h1_psd = h1_data.psd(fftlength = 1, overlap = .25, window = 'hann', method = 'welch')\n", "plot = h1_psd.plot(c = 'gwpy:ligo-hanford', xscale = 'log', yscale = 'log', figsize = (8,6))\n", "plt.title('GW Sensitivity (PSD)')\n", "plt.xlim(10, 8192)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "97XhBqRKTGjn" }, "source": [ "Another technique we can implement is whitening the data. GWpy uses inverse spectrum truncation to boost the amplitude of the signal at low-amplitude frequencies and reduce the signal amplitude at high amplitude frequencies. ASDs like the ones we have made are used to whiten the data." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 463 }, "id": "l66-l6i9TGjn", "outputId": "1d0ee5d4-409e-4c48-915a-1c57715f97d3" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h1_data_whitened = h1_data.whiten()\n", "h1_whitened_asd = h1_data_whitened.asd(fftlength = 1, overlap = .25, window = 'hann', method = 'welch')\n", "plot = h1_whitened_asd.plot(c = 'gwpy:ligo-hanford', xscale = 'log', yscale = 'log')\n", "plt.title('GW Sensitivity')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "nsF7k5-GTGjn" }, "source": [ "The signal is approixmately \"white\" or \"flat\" above 10 Hz. We're really not interested in the low frequency content anyway, so this should be good. We will highpass the signal above 20 Hz to be sure. Now we can repeat the process for LIGO Livingston." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "BBXZCQcETGjn" }, "outputs": [], "source": [ "h1_final_data = h1_data.highpass(20).whiten()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "1J7MFTFQTGjn" }, "outputs": [], "source": [ "l1_final_data = l1_data.highpass(20).whiten()" ] }, { "cell_type": "markdown", "metadata": { "id": "LplP0XEnX4dw" }, "source": [ "Now let's take a close look where we expect the gravitational wave signal to be:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 550 }, "id": "irYgM0U1TGjn", "outputId": "3577f7e0-15dd-4afc-a8b1-62007996e48d" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\benma\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python310\\site-packages\\gwpy\\plot\\plot.py:287: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " super().show(warn=warn)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(h1_final_data, label = 'LIGO Hanford', c = 'gwpy:ligo-hanford')\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlim(1266618172.4 - .11, 1266618172.4+ .09) # Event time from the listing on GraceDB\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = .5, c= 'k')\n", "plot.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 550 }, "id": "198BCzfqTGjo", "outputId": "d4ab50c5-c963-4e79-ddac-8802333749cb" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(l1_final_data, label = 'LIGO Livingston', c = 'gwpy:ligo-livingston')\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlim(1266618172.4 - .11, 1266618172.4 + .09) # Event time from the listing on GraceDB\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = .5, c= 'k')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false", "id": "hWLiUL22TGjo" }, "source": [ "Zooming in, the GW can be picked out of both detector's data by eye." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 550 }, "id": "kgjX9OvZTGjq", "outputId": "3c233ed6-1de4-40dc-d69a-ebaa768b3449" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(h1_final_data, label = 'LIGO Hanford', c = 'gwpy:ligo-hanford', alpha = .5)\n", "ax.plot(l1_final_data, label = 'LIGO Livingston', c = 'gwpy:ligo-livingston', alpha = .5)\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlim(1266618172.4 - .06,1266618172.4 + .04) # Event time from the listing on GraceDB\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = 1, c= 'k')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, the signals don't seem to overlap. There are two steps we'll do to fix this:\n", "\n", "1. Flip the Livingston time series by multiplying it by -1 (this is an effect due to the relative orientation of the detectors)\n", "2. Shift Livingston's data by 1.6 ms due to the fact that gravitational waves travel at a finite speed (c)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "l1_final_data *= -1\n", "l1_final_data.shift('1.6ms')\n", "plot = Plot(figsize = (14, 6))\n", "ax = plot.gca()\n", "ax.plot(h1_final_data, label = 'LIGO Hanford', c = 'gwpy:ligo-hanford', alpha = .5)\n", "ax.plot(l1_final_data, label = 'LIGO Livingston', c = 'gwpy:ligo-livingston', alpha = .5)\n", "ax.set_ylabel(r'GW strain $h(t)$')\n", "ax.set_xlim(1266618172.4 - .06,1266618172.4 + .04) # Event time from the listing on GraceDB\n", "ax.legend()\n", "plt.axvline(1266618172.4, ls = '--', alpha = 1, c= 'k')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And voilà! That is a gravitational wave signal that is present in both detectors. " ] }, { "cell_type": "markdown", "metadata": { "id": "l61cZHJ9uQCw" }, "source": [ "Spectrograms are also a useful to show information. They show the information in frequency space as it evolves with time." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "id": "5QkU2qRbTGjq" }, "outputs": [], "source": [ "specgram = h1_final_data.spectrogram2(fftlength=1/32., overlap=1/64.) ** (1/2.)\n", "specgram = specgram.crop_frequencies(20) # drop everything below highpass" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 576 }, "id": "uNWgBrVUTGjq", "outputId": "34d5e690-ec7d-4df7-882b-7e7b3365226c" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\benma\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python310\\site-packages\\gwpy\\plot\\plot.py:287: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " super().show(warn=warn)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot = specgram.plot(norm='log', cmap='viridis', yscale='log', vmin = 1e-3, vmax = .1)\n", "ax = plot.gca()\n", "ax.set_title('Overdense Spectrogram of H1 data near GW200224_222234')\n", "ax.set_xlim(1266618170.4, 1266618174.4)\n", "ax.colorbar(label=r'Strain ASD [1/$\\sqrt{\\mathrm{Hz}}$]')\n", "plot.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "Collapsed": "false", "colab": { "base_uri": "https://localhost:8080/", "height": 576 }, "id": "sOE9gq-5TGjq", "outputId": "a79ce8d4-2143-49cf-a64f-8778774cb3a9" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "specgram = l1_final_data.spectrogram2(fftlength=1/32., overlap=1/64.) ** (1/2.)\n", "specgram = specgram.crop_frequencies(20) # drop everything below highpass\n", "plot = specgram.plot(norm='log', cmap='viridis', yscale='log', vmin = 1e-3, vmax = .1)\n", "ax = plot.gca()\n", "ax.set_title('Overdense Spectrogram of L1 data near GW200224_222234')\n", "ax.set_xlim(1266618170.4, 1266618174.4)\n", "ax.colorbar(label=r'Strain ASD [1/$\\sqrt{\\mathrm{Hz}}$]')\n", "plot.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's important to note that there's more of the signal present than what our eyes can see in the spectrogram. This particular signal chosen has a Signal-to-Noise Ratio (SNR) of about 19, making it decently loud. Our search algorithms are sosphisticated enough to detect lower SNR signals where sometimes the signal isn't even visible at all. (See spectrograms for [GW210115](https://iopscience.iop.org/article/10.3847/2041-8213/ac082e) )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Glitches\n", "\n", "Glitches are short-duration transients with various causes and shapes in the data. An infamous glitch is the the one that occurred during the inspiral of GW170817, the first binary neutron star merger LIGO observed. Here is an image of the glitch taken from [this paper.](https://ui.adsabs.harvard.edu/abs/2018PhRvD..98h4016P/abstract)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![bns_l1_glitch.png](data:image/png;base64,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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "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": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 0 }