{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "
\n", "**This is a fixed-text formatted version of a Jupyter notebook.**\n", "\n", " You can contribute with your own notebooks in this\n", " [GitHub repository](https://github.com/gammapy/gammapy-extra/tree/master/notebooks).\n", "\n", "**Source files:**\n", "[fermi_vela_model.ipynb](../_static/notebooks/fermi_vela_model.ipynb) |\n", "[fermi_vela_model.py](../_static/notebooks/fermi_vela_model.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Gammapy IPython notebook : Fermi-LAT Vela region model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook demonstrates how to simulate Fermi data with gammapy. We choose the Vela region as example." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib as mpl\n", "from astropy.units import Quantity\n", "from astropy.io.fits import ImageHDU\n", "from astropy.coordinates import Angle\n", "from astropy.modeling.models import Gaussian2D\n", "from astropy.convolution.utils import discretize_model\n", "from astropy.convolution import convolve\n", "from aplpy import FITSFigure" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from gammapy.datasets import FermiVelaRegion\n", "from gammapy.morphology import Shell2D\n", "from gammapy.irf import EnergyDependentTablePSF" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Get background model from Fermi diffuse model\n", "energy_range = Quantity([10, 500], 'GeV')\n", "fermi_diffuse = FermiVelaRegion.diffuse_model()\n", "flux_bkg = fermi_diffuse.integral_flux_image(energy_range)\n", "\n", "# Define source model\n", "vela_junior = Shell2D(amplitude=3E-6, x_0=-93.72, y_0=-1.24, r_in=1, width=0.5, normed=True)\n", "vela_x = Gaussian2D(amplitude=7.5E-7, x_mean=-96.14, y_mean=-3.09, x_stddev=0.6, y_stddev=0.6)\n", "\n", "# Get coordinates from background reference \n", "coord = flux_bkg.coordinates()\n", "glon = coord.l.deg\n", "glat = coord.b.deg\n", "\n", "# Compute model flux image\n", "flux = vela_x(glon, glat) + vela_junior(glon, glat) + flux_bkg.data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from astropy.coordinates import Angle\n", "\n", "# Get PSF\n", "fermi_psf = FermiVelaRegion.psf()\n", "\n", "# Assume constant exposure. The value is choosen that we only get a few counts per bin.\n", "exposure = Quantity(0.1E8, 'cm2 s sr')\n", "\n", "# Convolve with psf\n", "pix_size = Angle(0.125, 'deg')\n", "psf = fermi_psf.table_psf_in_energy_band(energy_range).kernel(pix_size)\n", "flux_psf_convolved = convolve(flux, psf.value, boundary='wrap')\n", "\n", "counts = (flux_psf_convolved) * exposure.value\n", "counts = np.random.poisson(counts)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# TODO: images below should be flipped left-right!!!\n", "# flux_bkg.wcs.wcs.cdelt[0] = 0.125\n", "header = flux_bkg.wcs.to_header()\n", "\n", "# Compute flux and counts images\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def format_axes(fig):\n", " \"\"\"Format figure axes labels and ticks nicely\"\"\"\n", " fig.axis_labels.set_xtext('Galactic longitude [deg]')\n", " fig.axis_labels.set_ytext('Galactic latitude [deg]')\n", " fig.tick_labels.set_xformat('ddd.')\n", " fig.tick_labels.set_yformat('ddd.')\n", " fig.tick_labels.set_font(size=16)\n", " fig.axis_labels.set_font(size=16)\n", " fig.axis_labels.set_ypad(15)\n", " fig.axis_labels.set_xpad(15)\n", "\n", "def format_colorbar(fig):\n", " fig.colorbar.set_axis_label_font(size=20)\n", " fig.colorbar.set_font(size=16)\n", " fig.colorbar.set_axis_label_pad(15)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/local/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/matplotlib/artist.py:224: MatplotlibDeprecationWarning: get_axes has been deprecated in mpl 1.5, please use the\n", "axes property. A removal date has not been set.\n", " stacklevel=1)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "INFO: Auto-setting resolution to 19.2 dpi [aplpy.core]\n" ] }, { "data": { "image/png": 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kGV3dLaq6D8A19jMROQhgm6pe03gvQESeisJ67t9V9Y/L1qNSqaCyvWwu06Cr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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot flux image\n", "fig = FITSFigure(ImageHDU(1e6 * flux, header))\n", "fig.recenter(264, -1, width=18, height=12)\n", "fig.show_colorscale(vmin=1e-2, vmax=1.3e-0)\n", "format_axes(fig)\n", "fig.add_colorbar()\n", "format_colorbar(fig)\n", "fig.colorbar.set_axis_label_text('$\\mathsf{Flux\\ Density\\ [10^{-6} cm^{-2} s^{-1} sr^{-1}]}$')\n", "fig.save('fermi_vela_model_flux.pdf')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/local/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/matplotlib/artist.py:224: MatplotlibDeprecationWarning: get_axes has been deprecated in mpl 1.5, please use the\n", "axes property. A removal date has not been set.\n", " stacklevel=1)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "INFO: Auto-setting resolution to 19.2 dpi [aplpy.core]\n" ] }, { "data": { "image/png": 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tk6/Z3uS8JxDdfy80tc0n8l/2KPTrSZu19Ril6+p9A6/qVP/q+toCde9B1FD5zsTAY1ju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\nCIIgCKaKGOAGQRAEQRAEU8X/B84BwjMFJaAtAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot counts image\n", "fig = FITSFigure(ImageHDU(counts, header=header))\n", "fig.recenter(264, -1, width=18, height=12)\n", "fig.show_colorscale(vmin=0, vmax=20)\n", "format_axes(fig)\n", "fig.add_colorbar()\n", "format_colorbar(fig)\n", "fig.colorbar.set_axis_label_text('Counts per pixel')\n", "fig.save('fermi_vela_model_counts.pdf')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "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": "3.5.2" }, "nbsphinx": { "orphan": true } }, "nbformat": 4, "nbformat_minor": 0 }