{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "\n", "**This is a fixed-text formatted version of a Jupyter notebook**\n", "\n", "- Try online[![Binder](https://static.mybinder.org/badge.svg)](https://mybinder.org/v2/gh/gammapy/gammapy-webpage/v0.19?urlpath=lab/tree/tutorials/data/cta.ipynb)\n", "- You may download all the notebooks in the documentation as a\n", "[tar file](../../_downloads/notebooks-0.19.tar).\n", "- **Source files:**\n", "[cta.ipynb](../../_static/notebooks/cta.ipynb) |\n", "[cta.py](../../_static/notebooks/cta.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# CTA with Gammapy\n", "\n", "## Introduction\n", "\n", "The [Cherenkov Telescope Array (CTA)](https://www.cta-observatory.org/) is the next generation ground-based observatory for gamma-ray astronomy.\n", "Gammapy is a prototype for the Cherenkov Telescope Array (CTA) science tools ([2017ICRC...35..766D](https://ui.adsabs.harvard.edu/abs/2017ICRC...35..766D)).\n", "\n", "CTA will start taking data in the coming years. For now, to learn how to analyse CTA data and to use Gammapy, if you are a member of the CTA consortium, you can use the simulated dataset from the CTA first data challenge which ran in 2017 and 2018.\n", "\n", "- https://forge.in2p3.fr/projects/data-challenge-1-dc-1/wiki (CTA internal)\n", "\n", "Gammapy fully supports the FITS data formats (events, IRFs) used in CTA 1DC. The XML sky model format is not supported, but are also not needed to analyse the data, you have to specify your model via the Gammapy YAML model format, or Python code, as shown below.\n", "\n", "You can use Gammapy to simulate CTA data and evaluate CTA performance using the CTA response files available here:\n", "\n", "- https://www.cta-observatory.org/science/cta-performance/\n", "\n", "The current FITS format `CTA-Performance-prod3b-v2-FITS.tar` is fully supported by Gammapy, as shown below.\n", "\n", "## Tutorial overview\n", "\n", "This notebook shows how to access CTA data and instrument response functions (IRFs) using Gammapy, and gives some examples how to quick look the content of CTA files, especially to see the shape of CTA IRFs.\n", "\n", "At the end of the notebooks, we give several links to other tutorial notebooks that show how to simulate CTA data and how to evaluate CTA observability and sensitivity, or how to analyse CTA data.\n", "\n", "Note that the FITS data and IRF format currently used by CTA is the one documented at https://gamma-astro-data-formats.readthedocs.io/, and is also used by H.E.S.S. and other imaging atmospheric Cherenkov telescopes (IACTs). So if you see other Gammapy tutorials using e.g. H.E.S.S. example data, know that they also apply to CTA, all you have to do is to change the loaded data or IRFs to CTA.\n", "\n", "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:24.403948Z", "iopub.status.busy": "2021-11-22T21:10:24.403196Z", "iopub.status.idle": "2021-11-22T21:10:24.566562Z", "shell.execute_reply": "2021-11-22T21:10:24.566736Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:24.568883Z", "iopub.status.busy": "2021-11-22T21:10:24.568592Z", "iopub.status.idle": "2021-11-22T21:10:24.638612Z", "shell.execute_reply": "2021-11-22T21:10:24.638815Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "numpy: 1.21.4\n", "astropy: 4.3.1\n", "gammapy: 0.19\n" ] } ], "source": [ "import os\n", "from pathlib import Path\n", "\n", "import numpy as np\n", "import astropy\n", "import gammapy\n", "\n", "print(\"numpy:\", np.__version__)\n", "print(\"astropy:\", astropy.__version__)\n", "print(\"gammapy:\", gammapy.__version__)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:24.640707Z", "iopub.status.busy": "2021-11-22T21:10:24.640413Z", "iopub.status.idle": "2021-11-22T21:10:25.087967Z", "shell.execute_reply": "2021-11-22T21:10:25.088165Z" } }, "outputs": [], "source": [ "from astropy import units as u\n", "from gammapy.data import DataStore, EventList\n", "from gammapy.irf import EffectiveAreaTable2D, load_cta_irfs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## CTA 1DC\n", "\n", "The CTA first data challenge (1DC) ran in 2017 and 2018. It is described in detail [here](https://forge.in2p3.fr/projects/data-challenge-1-dc-1/wiki) and a description of the data and how to download it is [here](https://forge.in2p3.fr/projects/data-challenge-1-dc-1/wiki#Data-access).\n", "\n", "You should download `caldb.tar.gz` (1.2 MB), `models.tar.gz` (0.9 GB), `index.tar.gz` (0.5 MB), as well as optionally the simulated survey data you are interested in: Galactic plane survey `gps.tar.gz` (8.3 GB), Galactic center `gc.tar.gz` (4.4 MB), Extragalactic survey `egal.tar.gz` (2.5 GB), AGN monitoring `agn.wobble.tar.gz` (4.7 GB). After download, follow the instructions how to `untar` the files, and set a `CTADATA` environment variable to point to the data.\n", "\n", "For convenience, since the 1DC data files are large, and not publicly available to anyone, we have taken a tiny subset of the CTA 1DC data, four observations with the southern array from the GPS survey, pointing near the Galactic center, and included them at `$GAMMAPY_DATA/cta-1dc` which you get via `gammapy download tutorials`.\n", "\n", "### Files\n", "\n", "Next we will show a quick overview of the files and how to load them, and some quick look plots showing the shape of the CTA IRFs. How to do CTA simulations and analyses is shown in other tutorials, see links at the end of this notebook." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.090208Z", "iopub.status.busy": "2021-11-22T21:10:25.089918Z", "iopub.status.idle": "2021-11-22T21:10:25.208399Z", "shell.execute_reply": "2021-11-22T21:10:25.208790Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "README.md\r\n", "\u001b[1m\u001b[34mcaldb\u001b[m\u001b[m\r\n", "\u001b[1m\u001b[34mdata\u001b[m\u001b[m\r\n", "\u001b[1m\u001b[34mindex\u001b[m\u001b[m\r\n", "make.py\r\n" ] } ], "source": [ "!ls -1 $GAMMAPY_DATA/cta-1dc" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.213174Z", "iopub.status.busy": "2021-11-22T21:10:25.212677Z", "iopub.status.idle": "2021-11-22T21:10:25.339474Z", "shell.execute_reply": "2021-11-22T21:10:25.338566Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "gps_baseline_110380.fits\r\n", "gps_baseline_111140.fits\r\n", "gps_baseline_111159.fits\r\n", "gps_baseline_111630.fits\r\n" ] } ], "source": [ "!ls -1 $GAMMAPY_DATA/cta-1dc/data/baseline/gps" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.345732Z", "iopub.status.busy": "2021-11-22T21:10:25.345046Z", "iopub.status.idle": "2021-11-22T21:10:25.475818Z", "shell.execute_reply": "2021-11-22T21:10:25.476675Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "irf_file.fits\r\n" ] } ], "source": [ "!ls -1 $GAMMAPY_DATA/cta-1dc/caldb/data/cta/1dc/bcf/South_z20_50h" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.484059Z", "iopub.status.busy": "2021-11-22T21:10:25.483362Z", "iopub.status.idle": "2021-11-22T21:10:25.613137Z", "shell.execute_reply": "2021-11-22T21:10:25.613839Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "hdu-index.fits.gz\r\n", "obs-index.fits.gz\r\n" ] } ], "source": [ "!ls -1 $GAMMAPY_DATA/cta-1dc/index/gps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The access to the IRFs files requires to define a `CALDB` environment variable. We are going to define it only for this notebook so it won't overwrite the one you may have already defined." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.620840Z", "iopub.status.busy": "2021-11-22T21:10:25.620187Z", "iopub.status.idle": "2021-11-22T21:10:25.622060Z", "shell.execute_reply": "2021-11-22T21:10:25.622525Z" } }, "outputs": [], "source": [ "os.environ[\"CALDB\"] = os.environ[\"GAMMAPY_DATA\"] + \"/cta-1dc/caldb\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Datastore\n", "\n", "You can use the `~gammapy.data.DataStore` to load via the index files" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.629175Z", "iopub.status.busy": "2021-11-22T21:10:25.628529Z", "iopub.status.idle": "2021-11-22T21:10:25.657639Z", "shell.execute_reply": "2021-11-22T21:10:25.658104Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data store:\n", "HDU index table:\n", "BASE_DIR: /Users/adonath/github/gammapy/gammapy-data/cta-1dc/index/gps\n", "Rows: 24\n", "OBS_ID: 110380 -- 111630\n", "HDU_TYPE: ['aeff', 'bkg', 'edisp', 'events', 'gti', 'psf']\n", "HDU_CLASS: ['aeff_2d', 'bkg_3d', 'edisp_2d', 'events', 'gti', 'psf_3gauss']\n", "\n", "\n", "Observation table:\n", "Observatory name: 'N/A'\n", "Number of observations: 4\n", "\n" ] } ], "source": [ "data_store = DataStore.from_dir(\"$GAMMAPY_DATA/cta-1dc/index/gps\")\n", "print(data_store)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you can't download the index files, or got errors related to the data access using them, you can generate the `DataStore` directly from the event files." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.661337Z", "iopub.status.busy": "2021-11-22T21:10:25.660921Z", "iopub.status.idle": "2021-11-22T21:10:25.682596Z", "shell.execute_reply": "2021-11-22T21:10:25.682811Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data store:\n", "HDU index table:\n", "BASE_DIR: .\n", "Rows: 24\n", "OBS_ID: 110380 -- 111630\n", "HDU_TYPE: ['aeff', 'bkg', 'edisp', 'events', 'gti', 'psf']\n", "HDU_CLASS: ['aeff_2d', 'bkg_3d', 'edisp_2d', 'events', 'gti', 'psf_3gauss']\n", "\n", "\n", "Observation table:\n", "Observatory name: 'N/A'\n", "Number of observations: 4\n", "\n" ] } ], "source": [ "path = Path(os.environ[\"GAMMAPY_DATA\"]) / \"cta-1dc/data\"\n", "paths = list(path.rglob(\"*.fits\"))\n", "data_store = DataStore.from_events_files(paths)\n", "print(data_store)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.686824Z", "iopub.status.busy": "2021-11-22T21:10:25.686457Z", "iopub.status.idle": "2021-11-22T21:10:25.688496Z", "shell.execute_reply": "2021-11-22T21:10:25.688700Z" } }, "outputs": [ { "data": { "text/html": [ "
ObservationTable length=4\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
OBS_IDGLON_PNTGLAT_PNTIRF
degdeg
int64float64float64str13
111140358.49998338300741.3000020211954284South_z20_50h
111630263.9999985700299-1.299980552289047NOT AVAILABLE
110380359.9999912037958-1.2999959379053663South_z20_50h
1111591.50000565682677121.299940468335294South_z20_50h
" ], "text/plain": [ "\n", "OBS_ID GLON_PNT GLAT_PNT IRF \n", " deg deg \n", "int64 float64 float64 str13 \n", "------ ------------------ ------------------- -------------\n", "111140 358.4999833830074 1.3000020211954284 South_z20_50h\n", "111630 263.9999985700299 -1.299980552289047 NOT AVAILABLE\n", "110380 359.9999912037958 -1.2999959379053663 South_z20_50h\n", "111159 1.5000056568267712 1.299940468335294 South_z20_50h" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_store.obs_table[[\"OBS_ID\", \"GLON_PNT\", \"GLAT_PNT\", \"IRF\"]]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.691217Z", "iopub.status.busy": "2021-11-22T21:10:25.690841Z", "iopub.status.idle": "2021-11-22T21:10:25.692663Z", "shell.execute_reply": "2021-11-22T21:10:25.692868Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No HDU found matching: OBS_ID = 110380, HDU_TYPE = rad_max, HDU_CLASS = None\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "observation = data_store.obs(110380)\n", "observation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Events\n", "\n", "We can load events data via the data store and observation, or equivalently via the `~gammapy.data.EventList` class by specifying the EVENTS filename.\n", "\n", "The quick-look `events.peek()` plot below shows that CTA has a field of view of a few degrees, and two energy thresholds, one significantly below 100 GeV where the CTA large-size telescopes (LSTs) detect events, and a second one near 100 GeV where the mid-sized telescopes (MSTs) start to detect events.\n", "\n", "Note that most events are \"hadronic background\" due to cosmic ray showers in the atmosphere that pass the gamma-hadron selection cuts for this analysis configuration. Since this is simulated data, column `MC_ID` is available that gives an emission component identifier code, and the EVENTS header in `events.table.meta` can be used to look up which `MC_ID` corresponds to which emission component." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.694702Z", "iopub.status.busy": "2021-11-22T21:10:25.694386Z", "iopub.status.idle": "2021-11-22T21:10:25.711469Z", "shell.execute_reply": "2021-11-22T21:10:25.711660Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "events = observation.events\n", "events" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.713488Z", "iopub.status.busy": "2021-11-22T21:10:25.713188Z", "iopub.status.idle": "2021-11-22T21:10:25.727371Z", "shell.execute_reply": "2021-11-22T21:10:25.727602Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "events = EventList.read(\n", " \"$GAMMAPY_DATA/cta-1dc/data/baseline/gps/gps_baseline_110380.fits\"\n", ")\n", "events" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.730155Z", "iopub.status.busy": "2021-11-22T21:10:25.729834Z", "iopub.status.idle": "2021-11-22T21:10:25.731231Z", "shell.execute_reply": "2021-11-22T21:10:25.731466Z" } }, "outputs": [ { "data": { "text/html": [ "
Table length=5\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
EVENT_IDTIMERADECENERGYDETXDETYMC_ID
sdegdegTeVdegdeg
uint32float64float32float32float32float32float32int32
1664502403.0454683-92.63541-30.5148540.03902182-0.9077294-0.27276932
2664502405.2579999-92.64103-28.2627280.0307963711.3443842-0.28383982
3664502408.8205513-93.20372-28.5996250.040096291.0049409-0.77697752
4664502409.0143764-94.03383-29.2696270.0395800250.32684833-1.4960212
5664502414.8090746-93.330505-30.3197250.03035851-0.716062-0.87333482
" ], "text/plain": [ "\n", "EVENT_ID TIME RA DEC ENERGY DETX DETY MC_ID\n", " s deg deg TeV deg deg \n", " uint32 float64 float32 float32 float32 float32 float32 int32\n", "-------- ----------------- ---------- ---------- ----------- ---------- ---------- -----\n", " 1 664502403.0454683 -92.63541 -30.514854 0.03902182 -0.9077294 -0.2727693 2\n", " 2 664502405.2579999 -92.64103 -28.262728 0.030796371 1.3443842 -0.2838398 2\n", " 3 664502408.8205513 -93.20372 -28.599625 0.04009629 1.0049409 -0.7769775 2\n", " 4 664502409.0143764 -94.03383 -29.269627 0.039580025 0.32684833 -1.496021 2\n", " 5 664502414.8090746 -93.330505 -30.319725 0.03035851 -0.716062 -0.8733348 2" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "events.table[:5]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:25.740294Z", "iopub.status.busy": "2021-11-22T21:10:25.739988Z", "iopub.status.idle": "2021-11-22T21:10:26.428717Z", "shell.execute_reply": "2021-11-22T21:10:26.428960Z" }, "nbsphinx-thumbnail": { "tooltip": "Access and inspect CTA data and instrument response functions (IRFs) using Gammapy." } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "events.peek()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## IRFs\n", "\n", "The CTA instrument response functions (IRFs) are given as FITS files in the `caldb` folder, the following IRFs are available:\n", "\n", "- effective area\n", "- energy dispersion\n", "- point spread function\n", "- background\n", "\n", "Notes:\n", "\n", "- The IRFs contain the energy and offset dependence of the CTA response\n", "- CTA 1DC was based on an early version of the CTA FITS responses produced in 2017, improvements have been made since.\n", "- The point spread function was approximated by a Gaussian shape\n", "- The background is from hadronic and electron air shower events that pass CTA selection cuts. It was given as a function of field of view coordinates, although it is radially symmetric.\n", "- The energy dispersion in CTA 1DC is noisy at low energy, leading to unreliable spectral points for some analyses.\n", "- The CTA 1DC response files have the first node at field of view offset 0.5 deg, so to get the on-axis response at offset 0 deg, Gammapy has to extrapolate. Furthermore, because diffuse gamma-rays in the FOV were used to derive the IRFs, and the solid angle at small FOV offset circles is small, the IRFs at the center of the FOV are somewhat noisy. This leads to unstable analysis and simulation issues when using the DC1 IRFs for some analyses." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.430929Z", "iopub.status.busy": "2021-11-22T21:10:26.430637Z", "iopub.status.idle": "2021-11-22T21:10:26.463661Z", "shell.execute_reply": "2021-11-22T21:10:26.464027Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "observation.aeff" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.466028Z", "iopub.status.busy": "2021-11-22T21:10:26.465678Z", "iopub.status.idle": "2021-11-22T21:10:26.494522Z", "shell.execute_reply": "2021-11-22T21:10:26.494771Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Invalid unit found in background table! Assuming (s-1 MeV-1 sr-1)\n" ] }, { "data": { "text/plain": [ "{'aeff': ,\n", " 'bkg': ,\n", " 'edisp': ,\n", " 'psf': }" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "irf_filename = (\n", " \"$GAMMAPY_DATA/cta-1dc/caldb/data/cta/1dc/bcf/South_z20_50h/irf_file.fits\"\n", ")\n", "irfs = load_cta_irfs(irf_filename)\n", "irfs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Effective area" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.497153Z", "iopub.status.busy": "2021-11-22T21:10:26.496788Z", "iopub.status.idle": "2021-11-22T21:10:26.504041Z", "shell.execute_reply": "2021-11-22T21:10:26.504314Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Equivalent alternative way to load IRFs directly\n", "aeff = EffectiveAreaTable2D.read(irf_filename, hdu=\"EFFECTIVE AREA\")\n", "aeff" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.505752Z", "iopub.status.busy": "2021-11-22T21:10:26.505449Z", "iopub.status.idle": "2021-11-22T21:10:26.894863Z", "shell.execute_reply": "2021-11-22T21:10:26.895056Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "irfs[\"aeff\"].peek()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.898413Z", "iopub.status.busy": "2021-11-22T21:10:26.898104Z", "iopub.status.idle": "2021-11-22T21:10:26.899436Z", "shell.execute_reply": "2021-11-22T21:10:26.899655Z" } }, "outputs": [ { "data": { "text/latex": [ "$$3.783587 \\; \\mathrm{km^{2}}$$" ], "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# What is the on-axis effective area at 10 TeV?\n", "aeff.evaluate(energy_true=\"10 TeV\", offset=\"0 deg\").to(\"km2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Energy dispersion\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:26.918798Z", "iopub.status.busy": "2021-11-22T21:10:26.918491Z", "iopub.status.idle": "2021-11-22T21:10:27.675005Z", "shell.execute_reply": "2021-11-22T21:10:27.675241Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "irfs[\"edisp\"].peek()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Point spread function\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:27.694256Z", "iopub.status.busy": "2021-11-22T21:10:27.693967Z", "iopub.status.idle": "2021-11-22T21:10:28.229030Z", "shell.execute_reply": "2021-11-22T21:10:28.229263Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "irfs[\"psf\"].peek()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:28.236555Z", "iopub.status.busy": "2021-11-22T21:10:28.236267Z", "iopub.status.idle": "2021-11-22T21:10:28.403737Z", "shell.execute_reply": "2021-11-22T21:10:28.403973Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# This is how for analysis you could slice out the PSF\n", "# at a given field of view offset\n", "irfs[\"psf\"].plot_containment_radius_vs_energy(\n", " offset=[1] * u.deg, fraction=[0.68, 0.8, 0.95]\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Background\n", "\n", "The background is given as a rate in units `MeV-1 s-1 sr-1`." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:28.442293Z", "iopub.status.busy": "2021-11-22T21:10:28.441980Z", "iopub.status.idle": "2021-11-22T21:10:29.240501Z", "shell.execute_reply": "2021-11-22T21:10:29.240740Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "irfs[\"bkg\"].peek()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.242937Z", "iopub.status.busy": "2021-11-22T21:10:29.242649Z", "iopub.status.idle": "2021-11-22T21:10:29.245214Z", "shell.execute_reply": "2021-11-22T21:10:29.245401Z" } }, "outputs": [ { "data": { "text/latex": [ "$$1.2053318 \\times 10^{-5} \\; \\mathrm{\\frac{1}{MeV\\,s\\,sr}}$$" ], "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "irfs[\"bkg\"].evaluate(energy=\"3 TeV\", fov_lon=\"1 deg\", fov_lat=\"0 deg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To visualise the background at particular energies:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.280899Z", "iopub.status.busy": "2021-11-22T21:10:29.280579Z", "iopub.status.idle": "2021-11-22T21:10:29.651645Z", "shell.execute_reply": "2021-11-22T21:10:29.651884Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "irfs[\"bkg\"].plot_at_energy(\n", " [\"100 GeV\", \"500 GeV\", \"1 TeV\", \"3 TeV\", \"10 TeV\", \"100 TeV\"]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source models\n", "\n", "The 1DC sky model is distributed as a set of XML files, which in turn link to a ton of other FITS and text files. Gammapy doesn't support this XML model file format. We are currently developing a YAML based format that improves upon the XML format, to be easier to write and read, add relevant information (units for physical quantities), and omit useless information (e.g. parameter scales in addition to values).\n", "\n", "If you must or want to read the XML model files, you can use e.g. [ElementTree](https://docs.python.org/3/library/xml.etree.elementtree.html) from the Python standard library, or [xmltodict](https://github.com/martinblech/xmltodict) if you `pip install xmltodict`. Here's an example how to load the information for a given source, and to convert it into the sky model format Gammapy understands." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.653659Z", "iopub.status.busy": "2021-11-22T21:10:29.653385Z", "iopub.status.idle": "2021-11-22T21:10:29.654682Z", "shell.execute_reply": "2021-11-22T21:10:29.654439Z" } }, "outputs": [], "source": [ "# This is what the XML file looks like\n", "# !tail -n 20 $CTADATA/models/models_gps.xml" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.656320Z", "iopub.status.busy": "2021-11-22T21:10:29.656025Z", "iopub.status.idle": "2021-11-22T21:10:29.657034Z", "shell.execute_reply": "2021-11-22T21:10:29.657257Z" } }, "outputs": [], "source": [ "# TODO: write this example!\n", "\n", "# Read XML file and access spectrum parameters\n", "# from gammapy.extern import xmltodict\n", "\n", "# filename = os.path.join(os.environ[\"CTADATA\"], \"models/models_gps.xml\")\n", "# data = xmltodict.parse(open(filename).read())\n", "# data = data[\"source_library\"][\"source\"][-1]\n", "# data = data[\"spectrum\"][\"parameter\"]\n", "# data" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.658903Z", "iopub.status.busy": "2021-11-22T21:10:29.658621Z", "iopub.status.idle": "2021-11-22T21:10:29.659747Z", "shell.execute_reply": "2021-11-22T21:10:29.659917Z" } }, "outputs": [], "source": [ "# Create a spectral model the the right units\n", "# from astropy import units as u\n", "# from gammapy.modeling.models import PowerLawSpectralModel\n", "\n", "# par_to_val = lambda par: float(par[\"@value\"]) * float(par[\"@scale\"])\n", "# spec = PowerLawSpectralModel(\n", "# amplitude=par_to_val(data[0]) * u.Unit(\"cm-2 s-1 MeV-1\"),\n", "# index=par_to_val(data[1]),\n", "# reference=par_to_val(data[2]) * u.Unit(\"MeV\"),\n", "# )\n", "# print(spec)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## CTA performance files\n", "\n", "CTA 1DC is useful to learn how to analyse CTA data. But to do simulations and studies for CTA now, you should get the most recent CTA IRFs in FITS format from https://www.cta-observatory.org/science/cta-performance/\n", "\n", "If you want to run the download and examples in the next code cells, remove the # to uncomment." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.661504Z", "iopub.status.busy": "2021-11-22T21:10:29.661223Z", "iopub.status.idle": "2021-11-22T21:10:29.662318Z", "shell.execute_reply": "2021-11-22T21:10:29.662495Z" } }, "outputs": [], "source": [ "# !curl -O https://www.cta-observatory.org/wp-content/uploads/2019/04/CTA-Performance-prod3b-v2-FITS.tar.gz" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.664022Z", "iopub.status.busy": "2021-11-22T21:10:29.663749Z", "iopub.status.idle": "2021-11-22T21:10:29.664932Z", "shell.execute_reply": "2021-11-22T21:10:29.665123Z" } }, "outputs": [], "source": [ "# !tar xf CTA-Performance-prod3b-v2-FITS.tar.gz" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.666518Z", "iopub.status.busy": "2021-11-22T21:10:29.666251Z", "iopub.status.idle": "2021-11-22T21:10:29.667427Z", "shell.execute_reply": "2021-11-22T21:10:29.667651Z" } }, "outputs": [], "source": [ "# !ls caldb/data/cta/prod3b-v2/bcf" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.669105Z", "iopub.status.busy": "2021-11-22T21:10:29.668832Z", "iopub.status.idle": "2021-11-22T21:10:29.670164Z", "shell.execute_reply": "2021-11-22T21:10:29.669979Z" } }, "outputs": [], "source": [ "# irfs1 = load_cta_irfs(\"caldb/data/cta/prod3b-v2/bcf/South_z20_50h/irf_file.fits\")\n", "# irfs1[\"aeff\"].plot_energy_dependence()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.671631Z", "iopub.status.busy": "2021-11-22T21:10:29.671353Z", "iopub.status.idle": "2021-11-22T21:10:29.672456Z", "shell.execute_reply": "2021-11-22T21:10:29.672671Z" } }, "outputs": [], "source": [ "# irfs2 = load_cta_irfs(\"caldb/data/cta/prod3b-v2/bcf/South_z40_50h/irf_file.fits\")\n", "# irfs2[\"aeff\"].plot_energy_dependence()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercises\n", "\n", "* Load the EVENTS file for `obs_id=111159` as a `~gammapy.data.EventList` object.\n", "* Use `events.table` to find the energy, sky coordinate and time of the highest-energy envent.\n", "* Use `events.pointing_radec` to find the pointing position of this observation, and use `astropy.coordinates.SkyCoord` methods to find the field of view offset of the highest-energy event.\n", "* What is the effective area and PSF 68% containment radius of CTA at 1 TeV for the `South_z20_50h` configuration used for the CTA 1DC simulation?\n", "* Get the latest CTA FITS performance files from https://www.cta-observatory.org/science/cta-performance/ and run the code example above. Make an effective area ratio plot of 40 deg zenith versus 20 deg zenith for the `South_z40_50h` and `South_z20_50h` configurations." ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:10:29.674228Z", "iopub.status.busy": "2021-11-22T21:10:29.673949Z", "iopub.status.idle": "2021-11-22T21:10:29.675027Z", "shell.execute_reply": "2021-11-22T21:10:29.675202Z" } }, "outputs": [], "source": [ "# start typing here ..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Next steps\n", "\n", "* Learn how to analyse data with [analysis_1.ipynb](../starting/analysis_1.ipynb) and [analysis_2.ipynb](../starting/analysis_2.ipynb) or any other Gammapy analysis tutorial.\n", "* Learn how to evaluate CTA observability and sensitivity with [simulate_3d.ipynb](../analysis/3D/simulate_3d.ipynb), [spectrum_simulation.ipynb](../analysis/1D/spectrum_simulation.ipynb) or [cta_sensitivity.ipynb](../analysis/1D/cta_sensitivity.ipynb)" ] }, { "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": "3.9.0" }, "nbsphinx": { "orphan": true } }, "nbformat": 4, "nbformat_minor": 4 }