{ "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://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/gammapy/gammapy/v0.12?urlpath=lab/tree/hgps.ipynb)\n", "- You can contribute with your own notebooks in this\n", "[GitHub repository](https://github.com/gammapy/gammapy/tree/master/tutorials).\n", "- **Source files:**\n", "[hgps.ipynb](../_static/notebooks/hgps.ipynb) |\n", "[hgps.py](../_static/notebooks/hgps.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# HGPS\n", "\n", "\n", "## Introduction\n", "\n", "The **H.E.S.S. Galactic Plane Survey (HGPS)** is the first deep and wide survey of the Milky Way in TeV gamma-rays.\n", "\n", "In April 2018, a paper on the HGPS was published, and survey maps and a source catalog on the HGPS in FITS format released.\n", "\n", "More information, and the HGPS data for download in FITS format is available here:\n", "https://www.mpi-hd.mpg.de/hfm/HESS/hgps\n", "\n", "**Please read the Appendix A of the paper to learn about the caveats to using the HGPS data. Especially note that the HGPS survey maps are correlated and thus no detailed source morphology analysis is possible, and also note the caveats concerning spectral models and spectral flux points.**\n", "\n", "## Notebook Overview\n", "\n", "This is a Jupyter notebook that illustrates how to work with the HGPS data from Python.\n", "\n", "You will learn how to access the HGPS images as well as the HGPS catalog and other tabular data using Astropy and Gammapy.\n", "\n", "* In the first part we will only use Astropy to do some basic things.\n", "* Then in the second part we'll use Gammapy to do some things that are a little more advanced.\n", "\n", "The notebook is pretty long: feel free to skip ahead to a section of your choice after executing the cells in the \"Setup\" and \"Download data\" sections below.\n", "\n", "Note that there are other tools to work with FITS data that we don't explain here. Specifically [DS9](http://ds9.si.edu/) and [Aladin](http://aladin.u-strasbg.fr/) are good FITS image viewers, and [TOPCAT](http://www.star.bris.ac.uk/~mbt/topcat/) is great for FITS tables. Astropy and Gammapy are just one way to work with the HGPS data; any tool that can access FITS data can be used.\n", "\n", "## Packages\n", "\n", "We will be using the following Python packages\n", "\n", "* [astropy](http://docs.astropy.org/)\n", "* [gammapy](https://docs.gammapy.org/)\n", "* [matplotlib](https://matplotlib.org/) for plotting\n", "\n", "Under the hood all of those packages use Numpy arrays to store and work with data.\n", "\n", "More specifically, we will use the following functions and classes:\n", "\n", "* From [astropy](http://docs.astropy.org/), we will use [astropy.io.fits](http://docs.astropy.org/en/stable/io/fits/index.html) to read the FITS data, [astropy.table.Table](http://docs.astropy.org/en/stable/table/index.html) to work with the tables, but also [astropy.coordinates.SkyCoord](http://docs.astropy.org/en/stable/coordinates/index.html) and [astropy.wcs.WCS](http://docs.astropy.org/en/stable/wcs/index.html) to work with sky and pixel coordinates and [astropy.units.Quantity](http://docs.astropy.org/en/stable/units/index.html) to work with quantities.\n", "\n", "* From [gammapy](https://docs.gammapy.org/), we will use [gammapy.maps.WcsNDMap](..\/api/gammapy.maps.WcsNDMap.rst) to work with the HGPS sky maps, and [gammapy.catalog.SourceCatalogHGPS](..\/api/gammapy.catalog.SourceCatalogHGPS.rst) and [gammapy.catalog.SourceCatalogObjectHGPS](..\/api/gammapy.catalog.SourceCatalogObjectHGPS.rst) to work with the HGPS catalog data, especially the HGPS spectral data using [gammapy.spectrum.models.SpectralModel](..\/api/gammapy.spectrum.models.SpectralModel.rst) and [gammapy.spectrum.FluxPoints](..\/api/gammapy.spectrum.FluxPoints.rst) objects.\n", "\n", "* [matplotlib](https://matplotlib.org/) for all plotting. For sky image plotting, we will use matplotlib via [astropy.visualization](http://docs.astropy.org/en/stable/visualization/index.html) and [gammapy.maps.WcsNDMap.plot](..\/api/gammapy.maps.WcsNDMap.rst#gammapy.maps.WcsNDMap.plot).\n", "\n", "If you're not familiar with Python, Numpy, Astropy, Gammapy or matplotlib yet, use the tutorial introductions as explained [here](..\/tutorials.rst), as well as the links to the documentation that we just mentioned." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "We start by importing everything we will use in this notebook, and configuring the notebook to show plots inline.\n", "\n", "If you get an error here, you probably have to install the missing package and re-start the notebook.\n", "\n", "If you don't get an error, just go ahead, no nead to read the import code and text in this section." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.1.1\n" ] } ], "source": [ "import astropy.units as u\n", "from astropy.coordinates import SkyCoord, Angle\n", "from astropy.io import fits\n", "from astropy.table import Table\n", "from astropy.wcs import WCS\n", "\n", "import astropy\n", "\n", "print(astropy.__version__)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.12\n" ] } ], "source": [ "from gammapy.maps import Map\n", "from gammapy.image import MapPanelPlotter\n", "\n", "from gammapy.catalog import SourceCatalogHGPS\n", "\n", "import gammapy\n", "\n", "print(gammapy.__version__)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.0.2\n" ] } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "import matplotlib\n", "\n", "print(matplotlib.__version__)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from urllib.request import urlretrieve\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download Data\n", "\n", "First, you need to download the HGPS FITS data from https://www.mpi-hd.mpg.de/hfm/HESS/hgps .\n", "\n", "If you haven't already, you can use the following commands to download the files to your local working directory.\n", "\n", "You don't have to read the code in the next cell; that's just how to downlaod files from Python.\n", "You could also download the files with your web browser, or from the command line e.g. with curl:\n", "\n", " mkdir hgps_data\n", " cd hgps_data\n", " curl -O https://www.mpi-hd.mpg.de/hfm/HESS/hgps/data/hgps_catalog_v1.fits.gz\n", " curl -O https://www.mpi-hd.mpg.de/hfm/HESS/hgps/data/hgps_map_significance_0.1deg_v1.fits.gz\n", "\n", "**The rest of this notebook assumes that you have the data files at ``hgps_data_path``.**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Download HGPS data used in this tutorial to a folder of your choice\n", "# The default `hgps_data` used here is a sub-folder in your current\n", "# working directory (where you started the notebook)\n", "hgps_data_path = Path(\"hgps_data\")\n", "\n", "# In this notebook we will only be working with the following files\n", "# so we only download what is needed.\n", "hgps_filenames = [\n", " \"hgps_catalog_v1.fits.gz\",\n", " \"hgps_map_significance_0.1deg_v1.fits.gz\",\n", "]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading https://www.mpi-hd.mpg.de/hfm/HESS/hgps/data/hgps_catalog_v1.fits.gz to hgps_data/hgps_catalog_v1.fits.gz\n", "Downloading https://www.mpi-hd.mpg.de/hfm/HESS/hgps/data/hgps_map_significance_0.1deg_v1.fits.gz to hgps_data/hgps_map_significance_0.1deg_v1.fits.gz\n", "\n", "\n", "Files at /Users/adonath/github/adonath/gammapy/temp/hgps_data :\n", "\n", "hgps_data/hgps_map_significance_0.1deg_v1.fits.gz\n", "hgps_data/hgps_catalog_v1.fits.gz\n" ] } ], "source": [ "def hgps_data_download():\n", " base_url = \"https://www.mpi-hd.mpg.de/hfm/HESS/hgps/data/\"\n", " for filename in hgps_filenames:\n", " url = base_url + filename\n", " path = hgps_data_path / filename\n", " if path.exists():\n", " print(\"Already downloaded: {}\".format(path))\n", " else:\n", " print(\"Downloading {} to {}\".format(url, path))\n", " urlretrieve(url, str(path))\n", "\n", "\n", "hgps_data_path.mkdir(parents=True, exist_ok=True)\n", "hgps_data_download()\n", "\n", "print(\"\\n\\nFiles at {} :\\n\".format(hgps_data_path.absolute()))\n", "for path in hgps_data_path.iterdir():\n", " print(path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Catalog with Astropy\n", "\n", "### FITS file content\n", "\n", "Let's start by just opening up `hgps_catalog_v1.fits.gz` and looking at the content.\n", "\n", "Note that ``astropy.io.fits.open`` doesn't work with `Path` objects yet,\n", "so you have to call `str(path)` and pass a string." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "path = hgps_data_path / \"hgps_catalog_v1.fits.gz\"\n", "hdu_list = fits.open(str(path))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: hgps_data/hgps_catalog_v1.fits.gz\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 15 () \n", " 1 HGPS_SOURCES 1 BinTableHDU 327 78R x 78C [16A, 6A, 10A, 20A, 7A, E, E, E, E, E, E, E, E, K, 18A, 103A, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, 4A, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, E, K, 40E, 40E, 40E, 40E, 40E, 40E, 40E, 40B] \n", " 2 HGPS_GAUSS_COMPONENTS 1 BinTableHDU 87 98R x 13C [9A, 16A, 15A, E, E, E, E, E, E, E, E, E, E] \n", " 3 HGPS_ASSOCIATIONS 1 BinTableHDU 39 223R x 4C [16A, 5A, 21A, E] \n", " 4 HGPS_IDENTIFICATIONS 1 BinTableHDU 53 31R x 9C [16A, 17A, 9A, 11A, 21A, 21A, E, E, E] \n", " 5 HGPS_LARGE_SCALE_COMPONENT 1 BinTableHDU 55 50R x 7C [E, E, E, E, E, E, E] \n", " 6 SNRCAT 1 BinTableHDU 56 282R x 7C [11A, E, E, 29A, E, E, E] \n" ] } ], "source": [ "hdu_list.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are six tables. Each table and column is described in detail in the HGPS paper.\n", "\n", "### Access table data\n", "\n", "We could work with the `astropy.io.fits.HDUList` and `astropy.io.fits.BinTable` objects.\n", "However, in Astropy a nicer class to work with tables has been developed: `astropy.table.Table`.\n", "\n", "We will only be using `Table`, so let's convert the FITS tabular data into a `Table` object:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "table = Table.read(hdu_list[\"HGPS_SOURCES\"])\n", "\n", "# Alternatively, reading from file directly would work like this:\n", "# table = Table.read(str(path), hdu='HGPS_SOURCES')\n", "# Usually you have to look first what HDUs are in a FITS file\n", "# like we did above; `Table` is just for one table" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " name dtype shape unit n_bad\n", "------------------------------ ------- ----- --------------- -----\n", " Source_Name str16 0\n", " Analysis_Reference str6 0\n", " Source_Class str10 0\n", " Identified_Object str20 0\n", " Gamma_Cat_Source_ID str7 0\n", " RAJ2000 float32 deg 0\n", " DEJ2000 float32 deg 0\n", " GLON float32 deg 0\n", " GLON_Err float32 deg 14\n", " GLAT float32 deg 0\n", " GLAT_Err float32 deg 14\n", " Pos_Err_68 float32 deg 3\n", " Pos_Err_95 float32 deg 14\n", " ROI_Number int64 0\n", " Spatial_Model str18 0\n", " Components str103 0\n", " Sqrt_TS float32 14\n", " Size float32 deg 23\n", " Size_Err float32 deg 25\n", " Size_UL float32 deg 61\n", " R70 float32 deg 14\n", " RSpec float32 deg 0\n", " Excess_Model_Total float32 14\n", " Excess_RSpec float32 14\n", " Excess_RSpec_Model float32 14\n", " Background_RSpec float32 14\n", " Livetime float32 h 0\n", " Energy_Threshold float32 TeV 14\n", " Flux_Map float32 1 / (cm2 s) 0\n", " Flux_Map_Err float32 1 / (cm2 s) 0\n", " Flux_Map_RSpec_Data float32 1 / (cm2 s) 14\n", " Flux_Map_RSpec_Source float32 1 / (cm2 s) 14\n", " Flux_Map_RSpec_Other float32 1 / (cm2 s) 14\n", " Flux_Map_RSpec_LS float32 1 / (cm2 s) 14\n", " Flux_Map_RSpec_Total float32 1 / (cm2 s) 14\n", " Containment_RSpec float32 14\n", " Contamination_RSpec float32 14\n", "Flux_Correction_RSpec_To_Total float32 14\n", " Livetime_Spec float32 h 0\n", " Energy_Range_Spec_Min float32 TeV 1\n", " Energy_Range_Spec_Max float32 TeV 5\n", " Background_Spec float32 14\n", " Excess_Spec float32 14\n", " Spectral_Model str4 0\n", " TS_ECPL_over_PL float32 70\n", " Flux_Spec_Int_1TeV float32 1 / (cm2 s) 0\n", " Flux_Spec_Int_1TeV_Err float32 1 / (cm2 s) 0\n", " Flux_Spec_Energy_1_10_TeV float32 erg / (cm2 s) 0\n", " Flux_Spec_Energy_1_10_TeV_Err float32 erg / (cm2 s) 0\n", " Energy_Spec_PL_Pivot float32 TeV 4\n", " Flux_Spec_PL_Diff_Pivot float32 1 / (cm2 s TeV) 4\n", " Flux_Spec_PL_Diff_Pivot_Err float32 1 / (cm2 s TeV) 4\n", " Flux_Spec_PL_Diff_1TeV float32 1 / (cm2 s TeV) 4\n", " Flux_Spec_PL_Diff_1TeV_Err float32 1 / (cm2 s TeV) 4\n", " Index_Spec_PL float32 4\n", " Index_Spec_PL_Err float32 4\n", " Energy_Spec_ECPL_Pivot float32 TeV 66\n", " Flux_Spec_ECPL_Diff_Pivot float32 1 / (cm2 s TeV) 66\n", " Flux_Spec_ECPL_Diff_Pivot_Err float32 1 / (cm2 s TeV) 66\n", " Flux_Spec_ECPL_Diff_1TeV float32 1 / (cm2 s TeV) 66\n", " Flux_Spec_ECPL_Diff_1TeV_Err float32 1 / (cm2 s TeV) 66\n", " Index_Spec_ECPL float32 66\n", " Index_Spec_ECPL_Err float32 66\n", " Lambda_Spec_ECPL float32 1 / TeV 66\n", " Lambda_Spec_ECPL_Err float32 1 / TeV 66\n", " Flux_Spec_PL_Int_1TeV float32 1 / (cm2 s) 4\n", " Flux_Spec_PL_Int_1TeV_Err float32 1 / (cm2 s) 4\n", " Flux_Spec_ECPL_Int_1TeV float32 1 / (cm2 s) 66\n", " Flux_Spec_ECPL_Int_1TeV_Err float32 1 / (cm2 s) 66\n", " N_Flux_Points int64 0\n", " Flux_Points_Energy float32 (40,) TeV 2546\n", " Flux_Points_Energy_Min float32 (40,) TeV 2647\n", " Flux_Points_Energy_Max float32 (40,) TeV 2647\n", " Flux_Points_Flux float32 (40,) 1 / (cm2 s TeV) 2558\n", " Flux_Points_Flux_Err_Lo float32 (40,) 1 / (cm2 s TeV) 2558\n", " Flux_Points_Flux_Err_Hi float32 (40,) 1 / (cm2 s TeV) 2558\n", " Flux_Points_Flux_UL float32 (40,) 1 / (cm2 s TeV) 2724\n", " Flux_Points_Flux_Is_UL uint8 (40,) 0\n" ] } ], "source": [ "# List available columns\n", "table.info()\n", "# To get shorter output here, we just list a few\n", "# table.info(out=None)['name', 'dtype', 'shape', 'unit'][:10]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Row index=0\n", "
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" ], "text/plain": [ "\n", " HESS J0835-455\n", " HESS J0852-463\n", "HESS J1018-589 A\n", "HESS J1018-589 B\n", " HESS J1023-575" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Columns are accessed by indexing into the table\n", "# with a column name string\n", "# Then you can slice the column to get the rows you want\n", "table[\"Source_Name\"][:5]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'HESS J1026-582'" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Accessing a given element of the table like this\n", "table[\"Source_Name\"][5]" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# If you know some Python and Numpy, you can now start\n", "# to ask questions about the HGPS data.\n", "# Just to give one example: \"What spatial models are used?\"" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'2-Gaussian', '3-Gaussian', 'Gaussian', 'Point-Like', 'Shell'}" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "set(table[\"Spatial_Model\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convert formats\n", "\n", "The HGPS catalog is only released in FITS format.\n", "\n", "We didn't provide multiple formats (DS9, CSV, XML, VOTABLE, ...) because everyone needs something a little different (in terms of format or content). Instead, here we show how you can convert to any format / content you like wiht a few lines of Python.\n", "\n", "#### DS9 region format\n", "\n", "At [Fermi-LAT 3FGL webpage](https://fermi.gsfc.nasa.gov/ssc/data/access/lat/4yr_catalog/),\n", "we see that they also provide [DS9 region files](http://ds9.si.edu/doc/ref/region.html) that look like this:\n", "\n", " global color=red\n", " fk5;point( 0.0377, 65.7517)# point=cross text={3FGL J0000.1+6545}\n", " fk5;point( 0.0612,-37.6484)# point=cross text={3FGL J0000.2-3738}\n", " fk5;point( 0.2535, 63.2440)# point=cross text={3FGL J0001.0+6314}\n", " ... more lines, one for each source ...\n", "\n", "because many people use [DS9](http://ds9.si.edu/) to view astronomical images, and to overplot catalog data.\n", "\n", "Let's convert the HGPS catalog into this format.\n", "(to avoid very long text output, we use `table[:3]` to just use the first three rows)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "lines = [\"global color=red\"]\n", "for row in table[:3]:\n", " fmt = \"fk5;point({:.5f},{:.5f})# point=cross text={{{}}}\"\n", " vals = row[\"RAJ2000\"], row[\"DEJ2000\"], row[\"Source_Name\"]\n", " lines.append(fmt.format(*vals))\n", "txt = \"\\n\".join(lines)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "global color=red\n", "fk5;point(128.88670,-45.65894)# point=cross text={HESS J0835-455}\n", "fk5;point(133.00000,-46.37000)# point=cross text={HESS J0852-463}\n", "fk5;point(154.74777,-58.93176)# point=cross text={HESS J1018-589 A}\n" ] } ], "source": [ "# To save it to a DS9 region text file\n", "path = hgps_data_path / \"hgps_my_format.reg\"\n", "\n", "with open(str(path), \"w\") as f:\n", " f.write(txt)\n", "\n", "# Print content of the file to check\n", "print(path.read_text())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that there is an extra package [astropy-regions](https://astropy-regions.readthedocs.io/) that has classes to represent region objects and supports the DS9 format. We could have used that to generate the DS9 region strings, or we could use it to read the DS9 region file via:\n", "\n", " import regions\n", " region_list = regions.ds9.read_ds9(str(path))\n", "\n", "We will not show examples how to work with regions or how to do region-based analyses here, but if you want to do something like e.g. measure the total flux in a given region in the HGPS maps, the region package would be useful." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### CSV format\n", "\n", "Let's do one more example, converting part of the HGPS catalog table information to CSV, i.e. comma-separated format.\n", "This is a format that can be read by any tool for tabular data, e.g. if you are using Excel or ROOT for your gamma-ray data analysis, this section is for you!\n", "\n", "Usually you can just use the CSV writer in Astropy like this:\n", "\n", " path = hgps_data_path / 'hgps_my_format.csv'\n", " table.write(str(path), format='ascii.csv')\n", " \n", "However, this doesn't work here for two reasons:\n", "\n", "1. this table contains metadata that trips up the Astropy CSV writer (I filed an [issue](https://github.com/astropy/astropy/issues/7357) with Astropy)\n", "1. this table contains array-valued columns for the spectral points and CSV can only have scalar values." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['This is part of the HESS Galactic plane survey (HGPS) data.',\n", " '',\n", " ' Paper: https://doi.org/10.1051/0004-6361/201732098',\n", " ' Webpage: https://www.mpi-hd.mpg.de/hfm/HESS/hgps',\n", " ' Contact: contact@hess-experiment.eu',\n", " '',\n", " 'The HGPS observations were taken from 2004 to 2013.',\n", " 'The paper was published and this data was released in April 2018.',\n", " '',\n", " 'A detailed description is available in the paper.']" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# This is the problematic header key\n", "table.meta[\"comments\"]" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Flux_Points_Energy (78, 40)\n", "Flux_Points_Energy_Min (78, 40)\n", "Flux_Points_Energy_Max (78, 40)\n", "Flux_Points_Flux (78, 40)\n", "Flux_Points_Flux_Err_Lo (78, 40)\n", "Flux_Points_Flux_Err_Hi (78, 40)\n", "Flux_Points_Flux_UL (78, 40)\n", "Flux_Points_Flux_Is_UL (78, 40)\n" ] } ], "source": [ "# These are the array-valued columns\n", "array_colnames = tuple(\n", " name for name in table.colnames if len(table[name].shape) > 1\n", ")\n", "for name in array_colnames:\n", " print(name, table[name].shape)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.4216965 0.9531619 2.260303 5.360023 12.710618 30.141624\n", " nan nan nan nan nan nan\n", " nan nan nan nan nan nan\n", " nan nan nan nan nan nan\n", " nan nan nan nan nan nan\n", " nan nan nan nan nan nan\n", " nan nan nan nan]\n", "[6.55417665e-11 1.19860311e-11 3.52555008e-12 8.32411180e-13\n", " 1.59623955e-13 1.11618885e-14 nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan\n", " nan nan nan nan]\n" ] } ], "source": [ "# So each source has an array of spectral flux points,\n", "# and FITS allows storing such arrays in table cells\n", "# Knowing this, you could work with the spectral points directly.\n", "# We won't give an example here; but instead show how to work\n", "# with HGPS spectra in the Gammapy section below, because it's easier.\n", "print(table[\"Flux_Points_Energy\"][0])\n", "print(table[\"Flux_Points_Flux\"][0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's get back to our actual goal of converting part of the HGPS catalog table data to CSV format.\n", "The following code makes a copy of the table that contains just the scalar columns, then removes the `meta` information (most CSV variants / readers don't support metadata anyways) and writes a CSV file." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "scalar_colnames = tuple(\n", " name for name in table.colnames if len(table[name].shape) <= 1\n", ")\n", "table2 = table[scalar_colnames]\n", "table2.meta = {}\n", "path = hgps_data_path / \"hgps_my_format.csv\"\n", "table2.write(str(path), format=\"ascii.csv\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Astropy ASCII writer and reader supports many variants.\n", "Let's do one more example, using the ``ascii.fixed_width`` format which is a bit easier to read for humans.\n", "We will just select a few columns and rows to print here." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "| Source_Name | GLON | GLAT |\n", "| HESS J0835-455 | 263.960 | -3.048 |\n", "| HESS J0852-463 | 266.287 | -1.243 |\n", "| HESS J1018-589 A | 284.351 | -1.674 |\n", "\n" ] } ], "source": [ "table2 = table[\"Source_Name\", \"GLON\", \"GLAT\"][:3]\n", "table2.meta = {}\n", "table2[\"Source_Name\"].format = \"<20s\"\n", "table2[\"GLON\"].format = \">8.3f\"\n", "table2[\"GLAT\"].format = \">8.3f\"\n", "path = hgps_data_path / \"hgps_my_format.csv\"\n", "table2.write(str(path), format=\"ascii.fixed_width\", overwrite=True)\n", "\n", "# Print the CSV file contents to check what we have\n", "print(path.read_text())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now you know how to work with the HGPS catalog with Python and Astropy. For the other tables (e.g. `HGPS_GAUSS_COMPONENTS`) it's the same: you should read the description in the HGPS paper, then access the information you need or convert it to the format you want as shows for `HGPS_SOURCES` here). Let's move on and have a look at the HGPS maps." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Maps with Astropy\n", "\n", "This section shows how to load an HGPS survey map with Astropy, and give examples how to work with sky and pixel coordinates to read off map values at given positions.\n", "\n", "We will keep it short, for further examples see the \"Maps with Gammapy\" section below.\n", "\n", "### Read\n", "\n", "To read the map, use `fits.open` to get an `HDUList` object, then access `[0]` to get the first and only image HDU in the FITS file, and finally use the `hdu.data` Numpy array, `hdu.header` header object or `wcs = WCS(hdu.header)` WCS object to work with the data." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: hgps_data/hgps_map_significance_0.1deg_v1.fits.gz\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 Significance 1 PrimaryHDU 30 (9400, 500) float32 \n" ] } ], "source": [ "path = hgps_data_path / \"hgps_map_significance_0.1deg_v1.fits.gz\"\n", "hdu_list = fits.open(str(path))\n", "hdu_list.info()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "astropy.io.fits.hdu.image.PrimaryHDU" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hdu = hdu_list[0]\n", "type(hdu)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "numpy.ndarray" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(hdu.data)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(500, 9400)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hdu.data.shape" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SIMPLE = T / conforms to FITS standard \n", "BITPIX = -32 / array data type \n", "NAXIS = 2 / number of array dimensions \n", "NAXIS1 = 9400 \n", "NAXIS2 = 500 \n", "EXTNAME = 'Significance' \n", "HDUNAME = 'Significance' \n", "CTYPE1 = 'GLON-CAR' / Type of co-ordinate on axis 1 \n", "CTYPE2 = 'GLAT-CAR' / Type of co-ordinate on axis 2 \n", "EQUINOX = 2000. / [yr] Epoch of reference equinox \n", "CRPIX1 = 4700.5 / Reference pixel on axis 1 \n", "CRPIX2 = 250.5 / Reference pixel on axis 2 \n", "CRVAL1 = 341 / Value at ref. pixel on axis 1 \n", "CRVAL2 = 0 / Value at ref. pixel on axis 2 \n", "CDELT1 = -0.02 / Pixel size on axis 1 \n", "CDELT2 = 0.02 / Pixel size on axis 2 \n", "CUNIT1 = 'deg ' / units of CRVAL1 and CDELT1 \n", "CUNIT2 = 'deg ' / units of CRVAL2 and CDELT2 \n", "TELESCOP= 'H.E.S.S.' / name of telescope \n", "ORIGIN = 'The H.E.S.S. Collaboration' / organization responsible for the data \n", "COMMENT This is part of the HESS Galactic plane survey (HGPS) data. \n", "COMMENT \n", "COMMENT Paper: https://doi.org/10.1051/0004-6361/201732098 \n", "COMMENT Webpage: https://www.mpi-hd.mpg.de/hfm/HESS/hgps \n", "COMMENT Contact: contact@hess-experiment.eu \n", "COMMENT \n", "COMMENT The HGPS observations were taken from 2004 to 2013. \n", "COMMENT The paper was published and this data was released in April 2018. \n", "COMMENT \n", "COMMENT A detailed description is available in the paper. " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The FITS header contains the information about the\n", "# WCS projection, i.e. the pixel to sky coordinate transform\n", "hdu.header" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### WCS and coordinates\n", "\n", "To actually do pixel to sky coordinate transformations,\n", "you have to create a \"Word coordinate system transform (WCS)\"\n", "object from the FITS header." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "WCS Keywords\n", "\n", "Number of WCS axes: 2\n", "CTYPE : 'GLON-CAR' 'GLAT-CAR' \n", "CRVAL : 341.0 0.0 \n", "CRPIX : 4700.5 250.5 \n", "PC1_1 PC1_2 : 1.0 0.0 \n", "PC2_1 PC2_2 : 0.0 1.0 \n", "CDELT : -0.02 0.02 \n", "NAXIS : 9400 500" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wcs = WCS(hdu.header)\n", "wcs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's find the (arguably) most interesting pixel in the HGPS map and look up it's value in the significance image." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# pos = SkyCoord.from_name('Sgr A*')\n", "pos = SkyCoord(266.416826, -29.007797, unit=\"deg\")\n", "pos" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(3752.2868084), array(247.19237757))" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xp, yp = pos.to_pixel(wcs)\n", "xp, yp" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "(array(3752.2868084), array(247.19237757))\n" ] } ], "source": [ "# Note that SkyCoord makes it easy to transform\n", "# to other frames, and it knows about the frame\n", "# of the WCS object, so for HGPS we have `frame=\"galactic\"`\n", "# and in the call above the transformation from ICRS\n", "# to Galactic and then to pixel all happened in the\n", "# `pos.to_pixel` call. This gives the same pixel postion:\n", "print(pos.galactic)\n", "print(pos.galactic.to_pixel(wcs))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(247, 3752)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# FITS WCS and Numpy have opposite array axis order\n", "# So to look up a pixel in the `hdu.data` Numpy array,\n", "# we need to switch to (y, x), and we also need to\n", "# round correctly to the nearest int, thus the `+ 0.5`\n", "idx = int(yp + 0.5), int(xp + 0.5)\n", "idx" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "89.49691" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Now, finally the value of this pixel\n", "hdu.data[idx]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that this is a significance map with correlation radius 0.1 deg.\n", "That means that within a circle of radius 0.1 deg around the pixel center,\n", "the signal has a significance of 74.2 sigma.\n", "\n", "This does not directly correspond to the significance of a gamma-ray source,\n", "because this circle contains emission from multiple sources and underlying diffuse emission,\n", "and for the sources in this circle their emission isn't fully contained because of the size of the HESS PSF.\n", "\n", "We remind you of the caveat the HGPS paper (see Appendix A) that it is not possible to do a detailed quantitative measurement on the released HGPS maps; the measurements in the HGPS paper were done using likelihood fits on uncorrelated counts images taking the PSF shape into account." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's do one more exercise: find the sky position for the pixel with the highest significance:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "89.49691" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The pixel with the maximum significance\n", "hdu.data.max()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(247, 3752)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# So it is the pixel in the HGPS map that contains Sgr A*\n", "# and we already roughly know it's position\n", "# Still, let's find the exact pixel center sky position\n", "\n", "# We use `np.nanargmax` to find the index, but it's an index\n", "# into the flattened array, so we have to \"unravel\" it to get a 2D index\n", "yp, xp = np.unravel_index(np.nanargmax(hdu.data), hdu.data.shape)\n", "yp, xp" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pos = SkyCoord.from_pixel(xp, yp, wcs)\n", "pos" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, working with FITS images and sky / pixel coordinates directly requires that you learn how to use the WCS object and Numpy arrays and to know that the axis order is `(x, y)` in FITS and WCS, but `(row, column)`, i.e. `(y, x)` in Numpy. It seems quite complex at first, but most astronomers get used to it and manage after a while. `gammapy.maps.WcsNDMap` is a wrapper class that is a bit simpler to use (see below), but under the hood it just calls these Numpy and Astropy methods for you, so it's good to know what is going on in any case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Catalog with Gammapy\n", "\n", "As you have seen above, working with the HGPS FITS catalog data using Astropy is pretty nice.\n", "But still, there are some common tasks that aren't trivial to do and require reading the\n", "FITS table description in detail and writing quite a bit of Python code.\n", "\n", "So that you don't have to, we have done this for HGPS in [gammapy.catalog.SourceCatalogHGPS](..\/api/gammapy.catalog.SourceCatalogHGPS.rst) and also for a few other catalogs that are commonly used in gamma-ray astronomy in [gammapy.catalog](..\/catalog/index.rst).\n", "\n", "### Read\n", "\n", "Let's start by reading the HGPS catalog via the `SourceCatalogHGPS` class (which is just a wrapper class for `astropy.table.Table`) and access some information about a given source. Feel free to choose any source you like here: we have chosen simply the first one on the table: the pulsar-wind nebula Vela X, a large and bright TeV source around the [Vela pulsar](https://en.wikipedia.org/wiki/Vela_Pulsar)." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "path = hgps_data_path / \"hgps_catalog_v1.fits.gz\"\n", "cat = SourceCatalogHGPS(path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tables\n", "\n", "Now all tables from the FITS file were loaded\n", "and stored on the ``cat`` object. See the [SourceCatalogHGPS](..\/api/gammapy.catalog.SourceCatalogHGPS.rst) docs, or just try accessing one:" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'HGPS_SOURCES'" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cat.table.meta[\"EXTNAME\"]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'HGPS_GAUSS_COMPONENTS'" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cat.table_components.meta[\"EXTNAME\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Source\n", "\n", "You can access a given source by row index (starting at zero) or by source name.\n", "This creates [SourceCatalogObjectHGPS](..\/api/gammapy.catalog.SourceCatalogObjectHGPS.rst) objects that have a copy of all the data for a given source. See the class docs for a full overview." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SourceCatalogObjectHGPS('HESS J0835-455')" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# These all give the same source object\n", "source = cat[0]\n", "# When accessing by name, the value has to match exactly\n", "# the content from one of these columns:\n", "# `Source_Name` or `Identified_Object`\n", "# which in this case are \"HESS J0835-455\" and \"Vela X\"\n", "source = cat[\"HESS J0835-455\"]\n", "source = cat[\"Vela X\"]\n", "source" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "*** Basic info ***\n", "\n", "Catalog row index (zero-based) : 0\n", "Source name : HESS J0835-455\n", "Analysis reference : HGPS\n", "Source class : PWN\n", "Identified object : Vela X\n", "Gamma-Cat id : 37\n", "\n", "\n", "*** Info from map analysis ***\n", "\n", "RA : 128.887 deg = 8h35m33s\n", "DEC : -45.659 deg = -45d39m32s\n", "GLON : 263.960 +/- 0.025 deg\n", "GLAT : -3.048 +/- 0.027 deg\n", "Position Error (68%) : 0.057 deg\n", "Position Error (95%) : 0.093 deg\n", "ROI number : 18\n", "Spatial model : 3-Gaussian\n", "Spatial components : HGPSC 001, HGPSC 002, HGPSC 003\n", "TS : 1553.2\n", "sqrt(TS) : 39.4\n", "Size : 0.585 +/- 0.052 (UL: nan) deg\n", "R70 : 0.887 deg\n", "RSpec : 0.500 deg\n", "Total model excess : 8781.6\n", "Excess in RSpec : 3580.1\n", "Model Excess in RSpec : 3637.4\n", "Background in RSpec : 5936.9\n", "Livetime : 64.9 hours\n", "Energy threshold : 0.47 TeV\n", "Source flux (>1 TeV) : (15.362 +/- 0.534) x 10^-12 cm^-2 s^-1 = (67.97 +/- 2.36) % Crab\n", "\n", "Fluxes in RSpec (> 1 TeV):\n", "Map measurement : 5.571 x 10^-12 cm^-2 s^-1 = 24.65 % Crab\n", "Source model : 5.659 x 10^-12 cm^-2 s^-1 = 25.04 % Crab\n", "Other component model : 0.000 x 10^-12 cm^-2 s^-1 = 0.00 % Crab\n", "Large scale component model : 0.000 x 10^-12 cm^-2 s^-1 = 0.00 % Crab\n", "Total model : 5.659 x 10^-12 cm^-2 s^-1 = 25.04 % Crab\n", "Containment in RSpec : 36.8 %\n", "Contamination in RSpec : 0.0 %\n", "Flux correction (RSpec -> Total) : 271.4 %\n", "Flux correction (Total -> RSpec) : 36.8 %\n", "\n", "*** Info from spectral analysis ***\n", "\n", "Livetime : 18.8 hours\n", "Energy range: : 0.29 to 61.90 TeV\n", "Background : 9993.6\n", "Excess : 2584.4\n", "Spectral model : ECPL\n", "TS ECPL over PL : 43.0\n", "Best-fit model flux(> 1 TeV) : (17.433 +/- 1.404) x 10^-12 cm^-2 s^-1 = (77.14 +/- 6.21) % Crab\n", "Best-fit model energy flux(1 to 10 TeV) : (76.057 +/- 7.100) x 10^-12 erg cm^-2 s^-1\n", "Pivot energy : 3.02 TeV\n", "Flux at pivot energy : (1.833 +/- 0.070) x 10^-12 cm^-2 s^-1 TeV^-1 = (8.11 +/- 0.20) % Crab\n", "PL Flux(> 1 TeV) : (16.574 +/- 0.632) x 10^-12 cm^-2 s^-1 = (73.34 +/- 2.80) % Crab\n", "PL Flux(@ 1 TeV) : (14.805 +/- 0.737) x 10^-12 cm^-2 s^-1 TeV^-1 = (65.51 +/- 2.10) % Crab\n", "PL Index : 1.89 +/- 0.03\n", "ECPL Flux(@ 1 TeV) : (12.089 +/- 0.869) x 10^-12 cm^-2 s^-1 TeV^-1 = (53.49 +/- 2.48) % Crab\n", "ECPL Flux(> 1 TeV) : (17.433 +/- 1.404) x 10^-12 cm^-2 s^-1 = (77.14 +/- 6.21) % Crab\n", "ECPL Index : 1.35 +/- 0.08\n", "ECPL Lambda : 0.082 +/- 0.012 TeV^-1\n", "ECPL E_cut : 12.27 +/- 1.74 TeV\n", "\n", "*** Flux points info ***\n", "\n", "Number of flux points: 6\n", "Flux points table: \n", "\n", "e_ref e_min e_max dnde dnde_errn dnde_errp dnde_ul is_ul\n", " TeV TeV TeV 1 / (cm2 s TeV) 1 / (cm2 s TeV) 1 / (cm2 s TeV) 1 / (cm2 s TeV) \n", "------ ------ ------ --------------- --------------- --------------- --------------- -----\n", " 0.422 0.287 0.619 6.554e-11 1.050e-11 1.038e-11 8.637e-11 False\n", " 0.953 0.619 1.468 1.199e-11 1.292e-12 1.289e-12 1.453e-11 False\n", " 2.260 1.468 3.481 3.526e-12 2.358e-13 2.408e-13 4.018e-12 False\n", " 5.360 3.481 8.254 8.324e-13 5.496e-14 5.620e-14 9.496e-13 False\n", "12.711 8.254 19.573 1.596e-13 1.323e-14 1.349e-14 1.870e-13 False\n", "30.142 19.573 46.416 1.116e-14 2.189e-15 2.323e-15 1.599e-14 False\n", "\n", "*** Gaussian component info ***\n", "\n", "Number of components: 3\n", "Spatial components : HGPSC 001, HGPSC 002, HGPSC 003\n", "\n", "Component HGPSC 001:\n", "GLON : 263.969 +/- 0.023 deg\n", "GLAT : -3.344 +/- 0.027 deg\n", "Size : 0.237 +/- 0.023 deg\n", "Flux (>1 TeV) : (2.76 +/- 0.52) x 10^-12 cm^-2 s^-1 = (12.2 +/- 2.3) % Crab\n", "\n", "Component HGPSC 002:\n", "GLON : 263.699 +/- 0.021 deg\n", "GLAT : -2.827 +/- 0.037 deg\n", "Size : 0.156 +/- 0.018 deg\n", "Flux (>1 TeV) : (1.08 +/- 0.21) x 10^-12 cm^-2 s^-1 = (4.8 +/- 0.9) % Crab\n", "\n", "Component HGPSC 003:\n", "GLON : 263.983 +/- 0.033 deg\n", "GLAT : -2.997 +/- 0.046 deg\n", "Size : 0.650 +/- 0.027 deg\n", "Flux (>1 TeV) : (11.52 +/- 0.73) x 10^-12 cm^-2 s^-1 = (51.0 +/- 3.2) % Crab\n", "\n", "\n", "*** Source associations info ***\n", "\n", " Source_Name Association_Catalog Association_Name Separation\n", " deg \n", "---------------- ------------------- --------------------- ----------\n", " HESS J0835-455 2FHL 2FHL J0835.3-4511 0.473783\n", " HESS J0835-455 3FGL 3FGL J0835.3-4510 0.481869\n", " HESS J0835-455 COMP G263.9-3.3 0.321304\n", " HESS J0835-455 PSR B0833-45 0.483905\n", "\n", "*** Source identification info ***\n", "\n", "Source_Name: HESS J0835-455\n", "Identified_Object: Vela X\n", "Class: PWN\n", "Evidence: Morphology\n", "Reference: 2006A%26A...448L..43A\n", "Distance_Reference: SNRCat\n", "Distance: 0.2750000059604645 kpc\n", "Distance_Min: 0.25 kpc\n", "Distance_Max: 0.30000001192092896 kpc\n", "\n" ] } ], "source": [ "# To see a pretty-printed text version of all\n", "# HGPS data on a given source:\n", "print(source)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "*** Info from map analysis ***\n", "\n", "RA : 128.887 deg = 8h35m33s\n", "DEC : -45.659 deg = -45d39m32s\n", "GLON : 263.960 +/- 0.025 deg\n", "GLAT : -3.048 +/- 0.027 deg\n", "Position Error (68%) : 0.057 deg\n", "Position Error (95%) : 0.093 deg\n", "ROI number : 18\n", "Spatial model : 3-Gaussian\n", "Spatial components : HGPSC 001, HGPSC 002, HGPSC 003\n", "TS : 1553.2\n", "sqrt(TS) : 39.4\n", "Size : 0.585 +/- 0.052 (UL: nan) deg\n", "R70 : 0.887 deg\n", "RSpec : 0.500 deg\n", "Total model excess : 8781.6\n", "Excess in RSpec : 3580.1\n", "Model Excess in RSpec : 3637.4\n", "Background in RSpec : 5936.9\n", "Livetime : 64.9 hours\n", "Energy threshold : 0.47 TeV\n", "Source flux (>1 TeV) : (15.362 +/- 0.534) x 10^-12 cm^-2 s^-1 = (67.97 +/- 2.36) % Crab\n", "\n", "Fluxes in RSpec (> 1 TeV):\n", "Map measurement : 5.571 x 10^-12 cm^-2 s^-1 = 24.65 % Crab\n", "Source model : 5.659 x 10^-12 cm^-2 s^-1 = 25.04 % Crab\n", "Other component model : 0.000 x 10^-12 cm^-2 s^-1 = 0.00 % Crab\n", "Large scale component model : 0.000 x 10^-12 cm^-2 s^-1 = 0.00 % Crab\n", "Total model : 5.659 x 10^-12 cm^-2 s^-1 = 25.04 % Crab\n", "Containment in RSpec : 36.8 %\n", "Contamination in RSpec : 0.0 %\n", "Flux correction (RSpec -> Total) : 271.4 %\n", "Flux correction (Total -> RSpec) : 36.8 %\n", "\n" ] } ], "source": [ "# You can also more selectively print subsets of info:\n", "print(source.info(\"map\"))" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$1.7432536 \\times 10^{-11} \\; \\mathrm{\\frac{1}{s\\,cm^{2}}}$$" ], "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# All of the data for this source is available\n", "# via the `source.data` dictionary if you want\n", "# to do some computations\n", "source.data[\"Flux_Spec_Int_1TeV\"]" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=6\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
e_refe_mine_maxdndednde_errndnde_errpdnde_ulis_ul
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)1 / (cm2 s TeV)1 / (cm2 s TeV)
float32float32float32float32float32float32float32bool
0.42169650.287298470.61896586.5541766e-111.0499469e-111.037914e-118.636929e-11False
0.95316190.61896581.46779931.1986031e-111.2919824e-121.2886871e-121.4526381e-11False
2.2603031.46779933.48070053.52555e-122.3576906e-132.4082174e-134.0178963e-12False
5.3600233.48070058.2540428.324112e-135.495922e-145.6203943e-149.495746e-13False
12.7106188.25404219.5734181.5962396e-131.3232291e-141.3493189e-141.8696622e-13False
30.14162419.57341846.415891.11618885e-142.1889015e-152.3228553e-151.5994852e-14False
" ], "text/plain": [ "\n", " e_ref e_min e_max ... dnde_errp dnde_ul is_ul\n", " TeV TeV TeV ... 1 / (cm2 s TeV) 1 / (cm2 s TeV) \n", " float32 float32 float32 ... float32 float32 bool\n", "--------- ---------- --------- ... --------------- --------------- -----\n", "0.4216965 0.28729847 0.6189658 ... 1.037914e-11 8.636929e-11 False\n", "0.9531619 0.6189658 1.4677993 ... 1.2886871e-12 1.4526381e-11 False\n", " 2.260303 1.4677993 3.4807005 ... 2.4082174e-13 4.0178963e-12 False\n", " 5.360023 3.4807005 8.254042 ... 5.6203943e-14 9.495746e-13 False\n", "12.710618 8.254042 19.573418 ... 1.3493189e-14 1.8696622e-13 False\n", "30.141624 19.573418 46.41589 ... 2.3228553e-15 1.5994852e-14 False" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The flux points are available as a Table\n", "source.flux_points.table" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ExponentialCutoffPowerLaw\n", "\n", "Parameters: \n", "\n", "\t name value error unit min max frozen\n", "\t--------- --------- --------- -------------- --- --- ------\n", "\t index 1.354e+00 7.733e-02 nan nan False\n", "\tamplitude 6.408e-12 3.260e-13 cm-2 s-1 TeV-1 nan nan False\n", "\treference 1.697e+00 0.000e+00 TeV nan nan True\n", "\t lambda_ 8.152e-02 1.154e-02 TeV-1 nan nan False\n", "\n", "Covariance: \n", "\n", "\t name index amplitude reference lambda_ \n", "\t--------- --------- --------- --------- ---------\n", "\t index 5.980e-03 0.000e+00 0.000e+00 0.000e+00\n", "\tamplitude 0.000e+00 1.063e-25 0.000e+00 0.000e+00\n", "\treference 0.000e+00 0.000e+00 0.000e+00 0.000e+00\n", "\t lambda_ 0.000e+00 0.000e+00 0.000e+00 1.331e-04\n" ] } ], "source": [ "# The spectral model is available as a\n", "# Gammapy spectral model object:\n", "spectral_model = source.spectral_model()\n", "print(spectral_model)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$[1.5950556 \\times 10^{-11},~1.0744153 \\times 10^{-12}] \\; \\mathrm{\\frac{1}{s\\,cm^{2}}}$$" ], "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# One common task is to compute integral fluxes\n", "# The error is computed using the covariance matrix\n", "# (off-diagonal info not given in HGPS, i.e. this is an approximation)\n", "spectral_model.integral_error(emin=1 * u.TeV, emax=10 * u.TeV)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Let's plot the spectrum\n", "source.spectral_model().plot(source.energy_range)\n", "source.spectral_model().plot_error(source.energy_range)\n", "source.flux_points.plot();" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Or let's make the same plot in the common\n", "# format with y = E^2 * dnde\n", "opts = dict(energy_power=2, flux_unit=\"erg-1 cm-2 s-1\")\n", "source.spectral_model().plot(source.energy_range, **opts)\n", "source.spectral_model().plot_error(source.energy_range, **opts)\n", "source.flux_points.plot(**opts)\n", "plt.ylabel(\"E^2 dN/dE (erg cm-2 s-1)\")\n", "plt.title(\"Vela X HGPS spectrum\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the next section we will see how to work with the HGPS survey maps from Gammapy, as well as work with other data from the catalog (position and morphology information)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Maps with Gammapy\n", "\n", "Let's use the [gammapy.maps.Map.read](..\/api/gammapy.maps.Map.rst#gammapy.maps.Map.read) method to load up the HGPS significance survey map." ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "path = hgps_data_path / \"hgps_map_significance_0.1deg_v1.fits.gz\"\n", "survey_map = Map.read(path)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Map has a quick-look plot method, but it's not\n", "# very useful for a survey map that wide with default settings\n", "survey_map.plot();" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# This is a little better\n", "fig = plt.figure(figsize=(15, 3))\n", "_ = survey_map.plot(stretch=\"sqrt\")\n", "# Note that we also assign the return value (a tuple)\n", "# from the plot method call to a variable called `_`\n", "# This is to avoid Jupyter printing it like in the last cell,\n", "# and generally `_` is a variable name used in Python\n", "# for things you don't want to name or care about at all" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at a cutout of the Galactic center:" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image = survey_map.cutout(pos, width=(3.8, 2.5) * u.deg)\n", "fig, ax, _ = image.plot(stretch=\"sqrt\", cmap=\"inferno\")\n", "ax.coords[0].set_major_formatter(\"dd\")\n", "ax.coords[1].set_major_formatter(\"dd\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Side comment: If you like, you can format stuff to make it a bit more pretty. With a few lines you can get nice plots, with a few dozen publication-quality images. This is using [matplotlib](https://matplotlib.org/) and [astropy.visualization](http://docs.astropy.org/en/stable/visualization/index.html). Both are pretty complex, but there's many examples available and there's not really another good alternative anyways for astronomical sky images at the moment, so you should just go ahead and learn those.\n", "\n", "There's also a convenience method to look up the map value at a given sky position.\n", "Let's repeat this for the same position we did above with Numpy and Astropy:" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([89.49691], dtype=float32)" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pos = SkyCoord(266.416826, -29.007797, unit=\"deg\")\n", "survey_map.get_by_coord(pos)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Vela X\n", "\n", "To finish up this tutorial, let's do something a bit more advanced, than involves the survey map, the HGPS source catalog, the multi-Gauss morphology component model. Let's show the Vela X pulsar wind nebula and the Vela Junior supernova remnant, and overplot some HGPS catalog data." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HESS J0835-455\n", "Component HGPSC 001:\n", "GLON : 263.969 +/- 0.023 deg\n", "GLAT : -3.344 +/- 0.027 deg\n", "Size : 0.237 +/- 0.023 deg\n", "Flux (>1 TeV) : (2.76 +/- 0.52) x 10^-12 cm^-2 s^-1 = (12.2 +/- 2.3) % Crab\n", "Component HGPSC 002:\n", "GLON : 263.699 +/- 0.021 deg\n", "GLAT : -2.827 +/- 0.037 deg\n", "Size : 0.156 +/- 0.018 deg\n", "Flux (>1 TeV) : (1.08 +/- 0.21) x 10^-12 cm^-2 s^-1 = (4.8 +/- 0.9) % Crab\n", "Component HGPSC 003:\n", "GLON : 263.983 +/- 0.033 deg\n", "GLAT : -2.997 +/- 0.046 deg\n", "Size : 0.650 +/- 0.027 deg\n", "Flux (>1 TeV) : (11.52 +/- 0.73) x 10^-12 cm^-2 s^-1 = (51.0 +/- 3.2) % Crab\n" ] } ], "source": [ "# The spatial model for Vela X in HGPS was three Gaussians\n", "print(source.name)\n", "for component in source.components:\n", " print(component)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.visualization import simple_norm\n", "from matplotlib.patches import Circle\n", "\n", "# Cutout and plot a nice image\n", "pos = SkyCoord(264.5, -2.5, unit=\"deg\", frame=\"galactic\")\n", "image = survey_map.cutout(pos, width=(\"6 deg\", \"4 deg\"))\n", "norm = simple_norm(image.data, stretch=\"sqrt\", min_cut=0, max_cut=20)\n", "fig = plt.figure(figsize=(12, 8))\n", "fig, ax, _ = image.plot(fig=fig, norm=norm, cmap=\"inferno\")\n", "transform = ax.get_transform(\"galactic\")\n", "\n", "# Overplot the pulsar\n", "# print(SkyCoord.from_name('Vela pulsar').galactic)\n", "ax.scatter(263.551, -2.787, transform=transform, s=500, color=\"cyan\")\n", "\n", "# Overplot the circle that was used for the HGPS spectral measurement of Vela X\n", "# It is centered on the centroid of the emission and has a radius of 0.5 deg\n", "x = source.data[\"GLON\"].value\n", "y = source.data[\"GLAT\"].value\n", "r = source.data[\"RSpec\"].value\n", "c = Circle(\n", " (x, y), r, transform=transform, edgecolor=\"white\", facecolor=\"none\", lw=4\n", ")\n", "ax.add_patch(c)\n", "\n", "# Overplot circles that represent the components\n", "for c in source.components:\n", " x = c.data[\"GLON\"].value\n", " y = c.data[\"GLAT\"].value\n", " r = c.data[\"Size\"].value\n", " c = Circle(\n", " (x, y), r, transform=transform, edgecolor=\"0.7\", facecolor=\"none\", lw=3\n", " )\n", " ax.add_patch(c)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We note that for HGPS there are already spatial models available:\n", "\n", " print(source.spatial_model())\n", " source.components[0].spatial_model\n", "\n", "With some effort, you can use those to make HGPS model flux images.\n", "\n", "There are two reasons we're not showing this here: First, the spatial model code in Gammapy is work in progress, it will change soon. Secondly, doing morphology measurements on the public HGPS maps is discouraged; we note again that the maps are correlated and no detailed PSF information is published. So please be careful / conservative when extracting quantitative mesurements from the HGPS maps e.g. for a source of interest for you." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Survey Map Panel Plot\n", "\n", "The survey maps have an aspect ratio of ~18:2 which makes it hard to fit them on a standard size a4 paper or slide for showing them. In Gammapy there is a helper class `MapPanelPlotter`, which allows to plot these kind of maps on mutiple panels. Here is an example, how to uses it: " ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(15, 8))\n", "\n", "xlim = Angle([65, 255], unit=\"deg\")\n", "ylim = Angle([-4, 4], unit=\"deg\")\n", "\n", "plotter = MapPanelPlotter(\n", " figure=fig,\n", " xlim=xlim,\n", " ylim=ylim,\n", " npanels=4,\n", " top=0.98,\n", " bottom=0.07,\n", " right=0.98,\n", " left=0.05,\n", " hspace=0.15,\n", ")\n", "\n", "axes = plotter.plot(\n", " survey_map, cmap=\"inferno\", stretch=\"sqrt\", vmin=0, vmax=50\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Internally the class uses matplotlib class [`GridSpec`](https://matplotlib.org/api/gridspec_api.html#matplotlib.gridspec.GridSpec) to set up a grid of subplot axes, which are returned by the `MapPanelPlotter.plot()` function. These can be used further, e.g. to plot markers on, using the standard [`WcsAxes`](http://docs.astropy.org/en/stable/visualization/wcsaxes/) api." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusions\n", "\n", "This concludes this tutorial how to access and work with the HGPS data from Python, using Astropy and Gammapy.\n", "\n", "\n", "* If you have any questions about the HGPS data, please use the contact given at https://www.mpi-hd.mpg.de/hfm/HESS/hgps/ .\n", "* If you have any questions or issues about Astropy or Gammapy, please use the Gammapy mailing list (see https://gammapy.org/contact.html).\n", "\n", "**Please read the Appendix A of the paper to learn about the caveats to using the HGPS data. Especially note that the HGPS survey maps are correlated and thus no detailed source morphology analysis is possible, and also note the caveats concerning spectral models and spectral flux points.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercises\n", "\n", "* Re-run this notebook, but change the HGPS source that was used for examples. If you have any questions about the data, try to access and print or plot it. Just to give a few ideas: How many identified pulsar wind nebulae are in HGPS? Which are the 5 brightest HGPS sources in the 1-10 TeV energy band? Which is the second-highest significance source in the HPGS image after the Galactic center?\n", "* Try to reproduce some of the figures in the HGPS paper. Don't try to reproduce them exactly, but just try to write ~ 10 lines of code to access the relevant HGPS data and make a quick plot that shows the same or similar information.\n", "* Fit a spectral model to the spectral points of Vela X and compare with the HGPS model fit. (they should be similar, but not identical, in HGPS a likelihood fit to counts data was done). For this task, the [sed_fitting_gammacat_fermi](sed_fitting_gammacat_fermi.ipynb) tutorials will be useful.\n" ] }, { "cell_type": "code", "execution_count": 58, "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": "3.6.0" }, "nbsphinx": { "orphan": true } }, "nbformat": 4, "nbformat_minor": 2 }