{ "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/analysis/2D/detect.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", "[detect.ipynb](../../../_static/notebooks/detect.ipynb) |\n", "[detect.py](../../../_static/notebooks/detect.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Source detection and significance maps\n", "\n", "## Context\n", "\n", "The first task in a source catalogue production is to identify significant excesses in the data that can be associated to unknown sources and provide a preliminary parametrization in term of position, extent, and flux. In this notebook we will use Fermi-LAT data to illustrate how to detect candidate sources in counts images with known background.\n", "\n", "**Objective: build a list of significant excesses in a Fermi-LAT map**\n", "\n", "\n", "## Proposed approach \n", "\n", "This notebook show how to do source detection with Gammapy using the methods available in `~gammapy.estimators`.\n", "We will use images from a Fermi-LAT 3FHL high-energy Galactic center dataset to do this:\n", "\n", "* perform adaptive smoothing on counts image\n", "* produce 2-dimensional test-statistics (TS)\n", "* run a peak finder to detect point-source candidates\n", "* compute Li & Ma significance images\n", "* estimate source candidates radius and excess counts\n", "\n", "Note that what we do here is a quick-look analysis, the production of real source catalogs use more elaborate procedures.\n", "\n", "We will work with the following functions and classes:\n", "\n", "* `~gammapy.maps.WcsNDMap`\n", "* `~gammapy.estimators.ASmoothEstimator`\n", "* `~gammapy.estimators.TSMapEstimator`\n", "* `gammapy.estimators.utils.find_peaks`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "As always, let's get started with some setup ..." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:44.874640Z", "iopub.status.busy": "2021-11-22T21:06:44.873828Z", "iopub.status.idle": "2021-11-22T21:06:45.548902Z", "shell.execute_reply": "2021-11-22T21:06:45.549073Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import matplotlib.cm as cm\n", "from gammapy.maps import Map\n", "from gammapy.estimators import ASmoothMapEstimator, TSMapEstimator\n", "from gammapy.estimators.utils import find_peaks\n", "from gammapy.datasets import MapDataset\n", "from gammapy.modeling.models import (\n", " SkyModel,\n", " PowerLawSpectralModel,\n", " PointSpatialModel,\n", ")\n", "from gammapy.irf import PSFMap, EDispKernelMap\n", "from astropy.coordinates import SkyCoord\n", "import astropy.units as u\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in input images\n", "\n", "We first read in the counts cube and sum over the energy axis:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:45.551883Z", "iopub.status.busy": "2021-11-22T21:06:45.551587Z", "iopub.status.idle": "2021-11-22T21:06:45.702325Z", "shell.execute_reply": "2021-11-22T21:06:45.702505Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57236.967546 from DATE-END'. [astropy.wcs.wcs]\n" ] } ], "source": [ "counts = Map.read(\n", " \"$GAMMAPY_DATA/fermi-3fhl-gc/fermi-3fhl-gc-counts-cube.fits.gz\"\n", ")\n", "background = Map.read(\n", " \"$GAMMAPY_DATA/fermi-3fhl-gc/fermi-3fhl-gc-background-cube.fits.gz\"\n", ")\n", "\n", "exposure = Map.read(\n", " \"$GAMMAPY_DATA/fermi-3fhl-gc/fermi-3fhl-gc-exposure-cube.fits.gz\"\n", ")\n", "\n", "psfmap = PSFMap.read(\n", " \"$GAMMAPY_DATA/fermi-3fhl-gc/fermi-3fhl-gc-psf-cube.fits.gz\",\n", " format=\"gtpsf\",\n", ")\n", "\n", "edisp = EDispKernelMap.from_diagonal_response(\n", " energy_axis=counts.geom.axes[\"energy\"],\n", " energy_axis_true=exposure.geom.axes[\"energy_true\"],\n", ")\n", "\n", "dataset = MapDataset(\n", " counts=counts,\n", " background=background,\n", " exposure=exposure,\n", " psf=psfmap,\n", " name=\"fermi-3fhl-gc\",\n", " edisp=edisp,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Adaptive smoothing\n", " \n", "For visualisation purpose it can be nice to look at a smoothed counts image. This can be performed using the adaptive smoothing algorithm from [Ebeling et al. (2006)](https://ui.adsabs.harvard.edu/abs/2006MNRAS.368...65E/abstract).\n", " \n", "In the following example the `threshold` argument gives the minimum significance expected, values below are clipped." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:45.705256Z", "iopub.status.busy": "2021-11-22T21:06:45.704948Z", "iopub.status.idle": "2021-11-22T21:06:46.307732Z", "shell.execute_reply": "2021-11-22T21:06:46.307972Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 479 ms, sys: 122 ms, total: 602 ms\n", "Wall time: 601 ms\n" ] } ], "source": [ "%%time\n", "scales = u.Quantity(np.arange(0.05, 1, 0.05), unit=\"deg\")\n", "smooth = ASmoothMapEstimator(\n", " threshold=3, scales=scales, energy_edges=[10, 500] * u.GeV\n", ")\n", "images = smooth.run(dataset)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:46.310893Z", "iopub.status.busy": "2021-11-22T21:06:46.310592Z", "iopub.status.idle": "2021-11-22T21:06:46.552703Z", "shell.execute_reply": "2021-11-22T21:06:46.552897Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15, 5))\n", "images[\"flux\"].plot(add_cbar=True, stretch=\"asinh\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## TS map estimation\n", "\n", "The Test Statistic, TS = 2 ∆ log L ([Mattox et al. 1996](https://ui.adsabs.harvard.edu/abs/1996ApJ...461..396M/abstract)), compares the likelihood function L optimized with and without a given source.\n", "The TS map is computed by fitting by a single amplitude parameter on each pixel as described in Appendix A of [Stewart (2009)](https://ui.adsabs.harvard.edu/abs/2009A%26A...495..989S/abstract). The fit is simplified by finding roots of the derivative of the fit statistics (default settings use [Brent's method](https://en.wikipedia.org/wiki/Brent%27s_method)).\n", "\n", "We first need to define the model that will be used to test for the existence of a source. Here, we use a point source." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:46.557605Z", "iopub.status.busy": "2021-11-22T21:06:46.555228Z", "iopub.status.idle": "2021-11-22T21:06:46.562764Z", "shell.execute_reply": "2021-11-22T21:06:46.562947Z" } }, "outputs": [], "source": [ "spatial_model = PointSpatialModel()\n", "\n", "# We choose units consistent with the map units here...\n", "spectral_model = PowerLawSpectralModel(\n", " amplitude=\"1e-22 cm-2 s-1 keV-1\", index=2\n", ")\n", "model = SkyModel(spatial_model=spatial_model, spectral_model=spectral_model)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:46.565175Z", "iopub.status.busy": "2021-11-22T21:06:46.564823Z", "iopub.status.idle": "2021-11-22T21:06:52.223236Z", "shell.execute_reply": "2021-11-22T21:06:52.223426Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5.8 s, sys: 111 ms, total: 5.91 s\n", "Wall time: 5.66 s\n" ] } ], "source": [ "%%time\n", "estimator = TSMapEstimator(\n", " model,\n", " kernel_width=\"1 deg\",\n", " energy_edges=[10, 500] * u.GeV,\n", ")\n", "maps = estimator.run(dataset)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot resulting images" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:52.225753Z", "iopub.status.busy": "2021-11-22T21:06:52.225453Z", "iopub.status.idle": "2021-11-22T21:06:52.429242Z", "shell.execute_reply": "2021-11-22T21:06:52.429498Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15, 5))\n", "maps[\"sqrt_ts\"].plot(add_cbar=True);" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:52.432002Z", "iopub.status.busy": "2021-11-22T21:06:52.431670Z", "iopub.status.idle": "2021-11-22T21:06:52.641261Z", "shell.execute_reply": "2021-11-22T21:06:52.641515Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15, 5))\n", "maps[\"flux\"].plot(add_cbar=True, stretch=\"sqrt\", vmin=0);" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:52.686163Z", "iopub.status.busy": "2021-11-22T21:06:52.682165Z", "iopub.status.idle": "2021-11-22T21:06:52.869546Z", "shell.execute_reply": "2021-11-22T21:06:52.869733Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15, 5))\n", "maps[\"niter\"].plot(add_cbar=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source candidates\n", "\n", "Let's run a peak finder on the `sqrt_ts` image to get a list of point-sources candidates (positions and peak `sqrt_ts` values).\n", "The `find_peaks` function performs a local maximum search in a sliding window, the argument `min_distance` is the minimum pixel distance between peaks (smallest possible value and default is 1 pixel)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:52.871780Z", "iopub.status.busy": "2021-11-22T21:06:52.871480Z", "iopub.status.idle": "2021-11-22T21:06:52.879583Z", "shell.execute_reply": "2021-11-22T21:06:52.879811Z" } }, "outputs": [ { "data": { "text/html": [ "
Table length=18\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
valuexyradec
degdeg
float64int64int64float64float64
32.20620099266.41449-28.97054
27.8365260272.43197-23.54282
15.1713298271.16056-21.74479
14.1436993270.40919-23.47797
13.8828092270.15899-23.98049
9.7642273119263.18257-31.52587
8.7947124102268.46711-25.63326
7.3501123134266.97596-24.77174
6.808619319270.59696-30.69138
6.2444152148265.48068-25.64323
5.876723086266.15140-30.58926
5.665912712272.77351-27.97934
5.6556251139262.90685-30.05853
5.473218195267.17020-28.26173
5.423621483266.78188-29.98429
5.17555749272.82739-24.02653
5.0674156132266.12148-26.23306
5.04479380270.37773-24.84233
" ], "text/plain": [ "\n", " value x y ra dec \n", " deg deg \n", "float64 int64 int64 float64 float64 \n", "------- ----- ----- --------- ---------\n", " 32.206 200 99 266.41449 -28.97054\n", " 27.836 52 60 272.43197 -23.54282\n", " 15.171 32 98 271.16056 -21.74479\n", " 14.143 69 93 270.40919 -23.47797\n", " 13.882 80 92 270.15899 -23.98049\n", " 9.7642 273 119 263.18257 -31.52587\n", " 8.7947 124 102 268.46711 -25.63326\n", " 7.3501 123 134 266.97596 -24.77174\n", " 6.8086 193 19 270.59696 -30.69138\n", " 6.2444 152 148 265.48068 -25.64323\n", " 5.8767 230 86 266.15140 -30.58926\n", " 5.6659 127 12 272.77351 -27.97934\n", " 5.6556 251 139 262.90685 -30.05853\n", " 5.4732 181 95 267.17020 -28.26173\n", " 5.4236 214 83 266.78188 -29.98429\n", " 5.1755 57 49 272.82739 -24.02653\n", " 5.0674 156 132 266.12148 -26.23306\n", " 5.0447 93 80 270.37773 -24.84233" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sources = find_peaks(maps[\"sqrt_ts\"], threshold=5, min_distance=\"0.25 deg\")\n", "nsou = len(sources)\n", "sources" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2021-11-22T21:06:52.882620Z", "iopub.status.busy": "2021-11-22T21:06:52.882254Z", "iopub.status.idle": "2021-11-22T21:06:53.091988Z", "shell.execute_reply": "2021-11-22T21:06:53.092235Z" }, "nbsphinx-thumbnail": { "tooltip": "Build a list of significant excesses in a Fermi-LAT map." } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot sources on top of significance sky image\n", "plt.figure(figsize=(15, 5))\n", "\n", "ax = maps[\"sqrt_ts\"].plot(add_cbar=True)\n", "\n", "ax.scatter(\n", " sources[\"ra\"],\n", " sources[\"dec\"],\n", " transform=plt.gca().get_transform(\"icrs\"),\n", " color=\"none\",\n", " edgecolor=\"w\",\n", " marker=\"o\",\n", " s=600,\n", " lw=1.5,\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we used the instrument point-spread-function (PSF) as kernel, so the hypothesis we test is the presence of a point source. In order to test for extended sources we would have to use as kernel an extended template convolved by the PSF. Alternatively, we can compute the significance of an extended excess using the Li & Ma formalism, which is faster as no fitting is involve." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What next?\n", "\n", "In this notebook, we have seen how to work with images and compute TS and significance images from counts data, if a background estimate is already available.\n", "\n", "Here's some suggestions what to do next:\n", "\n", "- Look how background estimation is performed for IACTs with and without the high level interface in [analysis_1](../../starting/analysis_1.ipynb) and [analysis_2](../../starting/analysis_2.ipynb) notebooks, respectively\n", "- Learn about 2D model fitting in the [modeling 2D](modeling_2D.ipynb) notebook\n", "- find more about Fermi-LAT data analysis in the [fermi_lat](../../data/fermi_lat.ipynb) notebook\n", "- Use source candidates to build a model and perform a 3D fitting (see [analysis_3d](../3D/analysis_3d.ipynb), [analysis_mwl](../3D/analysis_mwl.ipynb) notebooks for some hints)" ] }, { "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 }