{ "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/v0.17?urlpath=lab/tree/hess.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", "[hess.ipynb](../_static/notebooks/hess.ipynb) |\n", "[hess.py](../_static/notebooks/hess.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# H.E.S.S. data with Gammapy\n", "\n", "[H.E.S.S.](https://www.mpi-hd.mpg.de/hfm/HESS/) is an array of gamma-ray telescopes located in Namibia. Gammapy is regularly used and fully supports H.E.S.S. high-level data analysis, after export to the current [open data level 3 format](https://gamma-astro-data-formats.readthedocs.io/).\n", "\n", "The H.E.S.S. data is private, and H.E.S.S. analysis is mostly documented and discussed at https://hess-confluence.desy.de/ and in H.E.S.S.-internal communication channels. However, in 2018, a small sub-set of archival H.E.S.S. data was publicly released, called the [H.E.S.S. DL3 DR1](https://www.mpi-hd.mpg.de/hfm/HESS/pages/dl3-dr1/), the data level 3, data release number 1. This dataset is 50 MB in size and is used in many Gammapy analysis tutorials, and can be downloaded via `gammapy download` (TODO: add link to description).\n", "\n", "This notebook is a quick introduction to H.E.S.S. data and instrument responses and contains some specifics that are important for H.E.S.S. users:\n", "\n", "- IRF formats and shapes\n", "- How to handle safe energy and max offset\n", "- EVENTS and GTI formats (e.g. how HESS 1, 2, configs, ... are handled)\n", "- Link to HESS Confluence where data and help is available (Slack channel)?\n", "\n", "Then at the end, link to other analysis tutorials that are likely of interest for H.E.S.S. people, and add a few exercises. This can be short, a 5-10 min read. It's just supposed to be the \"landing page\" for someone new in H.E.S.S. that has never used Gammapy.\n", "\n", "## DL3 DR1\n", "\n", "This is how to access data and IRFs from the H.E.S.S. data level 3, data release 1." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from gammapy.data import DataStore" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "data_store = DataStore.from_dir(\"$GAMMAPY_DATA/hess-dl3-dr1\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data store:\n", "HDU index table:\n", "BASE_DIR: /Users/terrier/Code/gammapy-dev/gammapy-datasets/hess-dl3-dr1\n", "Rows: 630\n", "OBS_ID: 20136 -- 47829\n", "HDU_TYPE: ['aeff', 'bkg', 'edisp', 'events', 'gti', 'psf']\n", "HDU_CLASS: ['aeff_2d', 'bkg_3d', 'edisp_2d', 'events', 'gti', 'psf_table']\n", "\n", "\n", "Observation table:\n", "Observatory name: 'N/A'\n", "Number of observations: 105\n", "\n" ] } ], "source": [ "data_store.info()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "ObservationTable length=2\n", "\n", "\n", "\n", "\n", "\n", "\n", "
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201362004-03-26228.6125-58.771667MSH15-52
201372004-03-26228.6125-59.771667MSH15-52
" ], "text/plain": [ "\n", "OBS_ID DATE-OBS RA_PNT DEC_PNT OBJECT \n", " deg deg \n", "int64 bytes10 float32 float32 bytes18 \n", "------ ---------- -------- ---------- --------\n", " 20136 2004-03-26 228.6125 -58.771667 MSH15-52\n", " 20137 2004-03-26 228.6125 -59.771667 MSH15-52" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_store.obs_table[:2][[\"OBS_ID\", \"DATE-OBS\", \"RA_PNT\", \"DEC_PNT\", \"OBJECT\"]]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "obs = data_store.obs(20136)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/terrier/Code/anaconda3/envs/gammapy-dev/lib/python3.7/site-packages/astropy/units/quantity.py:481: RuntimeWarning: invalid value encountered in true_divide\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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gYWbWisRQ8V5Ez96ekvRtYBfgMuAU4OH8pWmSdo+Ih5uVreXbUx201wt+qbrKHnu0uroSbN70xEDWleKxzdXV9Yst5dczPJxQJtXaLYlrmSZYidtTvZzu9QBgN7K1GV8DVuaPm/P/FuKeRhM7d5RfuLT+th8nVpaw+GvO3KSVekmLFhPMGqnui6jKulLsUigf2jMpYVHg7rPKB9A9ZqQF3ZRb+M+amfaVM314RlK5ThCVrAjvuog4sBPnKdTTkLSbpMMlHSzJvRMzm1QkFXr0sgabJNa/Lkn7tjtP07AvaS7ZbognAtOAdWR7t+8t6XvAZyLimyXabGbWfzQw6V4/kf/RfwXZLamx7/RfAl5JtjX62bTJz9Gqr/glsulYL4+IR2pfkHQk8DZJB0fEhckfwcysxwkYHip8q7BnZ09FxJslLSTLvXEq8CxgM3AX2aLCv4uIre3O0zRoRMSxLV67mSxSNSXpIrJ94NdGxHMbvH4MWcT7SX7o8oj4cLsGm5lVbRDGNAAi4k7g/eM5R9tRKUkvanD4UeC+NqsIL6YuO1UD10dEqwQjZmYTrsqdintdkakMnwFeBNxG1lN7bv7zHpLOiIivNSrUJDuVmVlfEY2TXUxWRWZC3QscERGLIuJI4AhgFfAa4OPjrP8lkn4o6SuSDh/nuczMOk9ZT6PIo5flGfrGrUjQOKx2i978ntgRY7lsx+EW4ICIeAFwDvDlZm+UdLqklZJWrlu3bpzVds+85x9SXWUbvLhvIupKUeXivoc3l1+z8tDW6ta5PLil8L54PUUq9qC3F/d9T9KXJZ0xnrtARSLP3ZLOBy7Nn78F+LGk6WT5cJNExIaan1dI+oykeRGxvsF7lwJLARYtWlRJON+ZsODu4dvvTqssElbJzpmbVi7BzoQFgSMj03p+IWHKBnMpZWbPqO4v0Hkj5QPovBmPJ9U1nPCX9fyRtEV604anJ5XrBBFlZk/17EB4RCySdABwPPBP+T5UNwBfAb4dEYV+EYr0NE4BVgN/Qra51T35sW1kc3uTSNpH+eRnSUflbXko9XxmZt2igo9eFxH3RcQFEfHbwK+S7XT7GuB6SVcXOUfbnkZEbJH0GeCqiKj/U3pjs3KNslMBU/NzXgC8CXinpO1kyUBOiKr+NDUzK6HXxytSRMQ24Bv5Y2wH3LaKTLl9PfAJslXhB0l6IfDhiHh9mwY1zE5V8/q5ZFNyzcx6Vs14xUCLiAeKvK/ImMbZwFHAt/IT/8BTac1sMknZPLKb8u1APgLMAVZGxBeqqrvImMb2iOjtqTpmZl00rCj0KELSRZLWSlpVd/w4SXdLWi3prDanWQzMJxtbbrlXVKcVCRqrJJ0EDEtaIOkc4LtdbpeZWU8Q2TbwRR4FXQwc97Q6pGHgPLKZTQuBEyUtlPQ8SVfVPfYCDgVujIg/Bd457s+Y7ZdVSJHbU39EtlfJ48Ay4BqybpGZ2aTQydtTTXbLOApYPbb+TdKlwOKIWEK2h19dezQKjM2v3lGkXkm7N3sJeG2Rc0Cx2VObyYLGuDa56jfbdySsgUgpA0nJlJLKjKecVS4lyVHK2onUmUEpdU0fGk6qa0pnFjOnKdeLmCepNgve0nydWTvzgftrno8CR7d4/+XAOZJeDlxXsG3rgPt4+uzgyJ/vVfAcLfNpXJmfsKF2s6fMzAaBCNT8q7DeNrLdLspujd4oLLX6/t0MnFbi/JCtsXt1RPz0GZVL9zd4f0Otwvc/5P99I7AP8K/58xPJ9qMyM5sUKphyOwrsV/N8X2BNh+v4J7Ic4c8IGpTYR7BVPo1vA0j6SES8oualKyUV7Q6ZmfW9CrYRuQlYIOkg4AHgBOCkhPM0FRHntXjtnKLnKTJ7ak9JB489yT/UnkUrMDPrZ9nsqcK73LbdsDDfLeNG4FBJo5JOy3MTnUk20egu4LLajWI78jmkl7V5fY6kZyTMq1dkdOk9wLckje1qeyDQkxtymZl1Q4m7U217Gs12y4iIFWRpV7vldyR9HPgqjXOEHwC8t91Jisye+qqkBcBh+aEfFd0N0cys75XbRqSXc4S/R9JuZPv+vZksR/gWsp7NP0fEDUXO02r21MvGTpIHiR/WvT4H2D8iVjUqb2Y2CMZuTxXUs1ujA0TEL4DP5o8krcY0fkfSdyX9jaTflHSUpFdIOlXSvwBXATNTKx5Ec553aHWV9XgSpk1OwvSkjVur2+1u3abyeSce2lpdror7NjbdGLunDUgSpo5oNXuqI12ZfpWShGnjqh+lVZay4G7urol1lV+AmNK8kZGpPZ+EqSq7zEy7DiXWBjxpz9nl7xzvnZiEaWqRaTR1Dt4l7fd2ytAELu6j1ELGnu5pdELLf4lOdGXMzPqZiJ7b5XYiJfytYGY2iRTcrHCoT25PSZol6QOSPps/XyDpGftbNTOxfT4zsz5QoqfRD7enPk825fYl+fNR4D/IxqnbatvTkPSMUbJGx8zMBpHIviiLPPrEcyLi42T7ZBERWyixFKXI57yx4DEzs4FUIglTz9+eAp6QNJN8Q0RJzyFLfVFIq3Ua+5Bt1ztT0hE8FYnmALOSm2tm1mcG7PbUB8lWhe8n6YvAS4F3FC3cakzjN4BTyHZb/GTN8Q3A+8q20sysH4lS24j0vIj4mqSbgReTfbR3R8T6ouWb3p6KiC9ExCuBUyLilTWPxRFx+fibPnhmP/ew9m/qlEcfqa6uBJs2bausrl5f3PfYlgoX920sP9z48woX993zWG//3jZTYsPCnifp2oh4KCKujoirImK9pGuLli8ye+o7ki4Enh0Rx0taCLwkIi5MbnUf2Lmj/C/A5jsTF/ftTMj4N3c3SFiAmCJlkd7s2WkL7iLhM80amZZULkVKXoXkxX0Jde01Un6h3j4zt5avCJiWkIXv4Dl7JNU1JTHjX6cMQk9D0gyyoYV5+cLt2iGHZxc9T5GB8M+Tbdc7dtIfA39SvKlmZv1LBXsZRbdGn0B/QDbV9rD8v2OPK4CmuTbqFelpzIuIyyT9FUBEbJdUKJG5mdkgKJEjvGcHwiPiU8CnJP1RmaRL9YoEjU2S9uCp6VkvBnp7tzwzsw7ql/GKIiLinDzZ0kKyfBpjxy8pUr5I0PhTYDnwHEnfIcva96aEtpqZ9Z1Bmz0l6WzgGLKgsQI4HrgB6EzQiIhbJP0acCjZtbs7IqqbGmNmNsEGqadB9kf/C4BbI+IdkvYGPle0cNugIenNwFcj4g5Jfw28SNLfRsQtyU2u2AOb753oJphZH+u1noaklwMnk32HL4yIXy1RfEtE7JS0PU+mtxY4uGjhIrOnPhARj+VJyX8D+AJwfokGmpn1NSkKPYqdSxdJWitpVd3x4yTdLWm1pLNanSMiro+IM8g2GfxCyY+zUtKuZCkvbgZuAf6naOEiYxpjM6V+Ezg/Iq6Q9MGSjew7SfmDUtcKpFSWkEwJqHBtRyXVDLSUWyIpZaYMpf0uTR0uv0Xf1KG0hYRDE7gdoFQqCVMRFwPnUjOGIGmYbNrrsWS7zt4kaTkwDCypK39qRKzNfz4J+L2iFUsSsCQiHgEukPRVYE5E3Fb0HEWCxgOS/hl4DfCxfIfbPtrQ0cxsfDr5hRcR10k6sO7wUcDqiLgHQNKlwOKIWAI0zHUhaX+yKb4bStQdkr4MHJk/v7ds+5teC0kH5T/+LtnivuPy6LQ78OdlKzIz60djmfsK3p6aJ2llzaPomo35wP01z0fzY62cRrb4uqzvSfqVhHJA657Gl8ii0ZUR8eqxgxHxIPBgaoVmZv2mRE9jG9kYwZURcWWJKhqNtbe8JxYRZ5c4f61XAn8g6T5gU153RMTzixRuFTSG8vm8h0j60/oXI+KTDcqYmQ2cCrZGHwX2q3m+L7Am4TxFHD+ewq0C6AnAVrLAskuDR0vNZgjUvC5Jn85nCtwm6UXlm29m1l2ikiRMNwELJB0kaRrZ9+/yDn8UACLivkaPouVb9TSOi4iPSZoeER9OaNvF1M0QqHM8sCB/HE02jffohHrMzLoqZcfh5ufSMrIV2fMkjQJnR8SFks4kGz8eBi6KiDs6V2vntAoa7wA+Bfw2UDpoNJkhUGsxcElk+25/T9Kukp6Vj5mYmfWModbDC7Xa3p6KiBObHF9Btq1HT2sVNO6SdC+wp6TaObylBk1aaDZb4BlBI5+BcDrA/vvvP85qzcyKk0r1NOZKWkr5gfC+0TRoRMSJeZ7wa4DXd6HuwrMFImIpsBRg0aJFpVfZbN+5vWyRpMRDyQvuelzKx0q6fvT+okAl3KcYVtrvxfBQVYv70i76jOEiy7yebupQ+TK9oMS/es9ujS7pMVrMyIqIOUXO0/JfMCJ+Julo4Jfyyv4vItLSfD1TlbMFzMySlQjGPdvTiIhdACR9GPgZ8C9k8fBkCkxuGtM0aEiaAvw92djGT8lmWu0r6fPA+zuw0+1y4Mx85ePRZBHa4xlm1lNElNlGpGd7GjV+IyJqJx2dL+n7wMeLFG415fYTZKu/D46IIyPiCOA5wK7AP7Q7cT5D4EbgUEmjkk6TdIakM/K3rADuAVaTbZz1h0UabGZWNRV89Ikdkk6WNCxpSNLJPLXHYFutbk+9Djgkam5OR8QGSe8EfgS8u9WJm80QqHk9gHcVbaiZ2UQpsbivZ29P1TiJbGbsp8iGHb6THyukVdCIaDCaGRE7VOIKmpn1M1FqG5Gevz2Vb1K4OLV8q6Bxp6S31+eNlfRWsp6GmdmkkDJrrldJ2hP4feBAamJARJxapHyroPEu4HJJp5Il6gjgV4CZwBsS22tm1ncGJ2QAcAVwPfDflBjLGNNqncYDwNGSXgUcTnbdvhIR1yY2dODNOHwhW++4s5rKHn0E5u5aTV0JNm3cxsjsqRXV9QQjs6dVUleKR7cMM3dm6f9vJlm3eTp7znq8VJnRTTPZd2RLl1r0dPdt/BkHzN6nkro6RRJDxXsa/TCmMSsi/jK1cNuVNhHxDeAbqRX0gqq6lpUFDEgPGAmr51IW6s3epbov8VkjU5MXE1Zht1nlF5dC2l+3e4+UX0a1X2LAmDE8XLrMXjP2TFrAOdG3h1T8X6PnxzSAqyS9Nt+2pDRn4DMza2NsK5F2jz7xbrLAsUXSBkmPSSqc/a8/1/SbmVVoaIBGNcZWhqdy0DAza0H0VS+iLUmvaHQ8Iq4rUt5Bw8ysjQEbCP/zmp9nAEeRzZB9VZHCDhpmZm0M0kB4RDwtq6Ck/Si47xQ4aJiZtTVIt6caGAWeW/TNDhpmZi0o/9+gkHQOT+XVGAJeCPywaPlJETSmaAA/ZoXrEpLyUSU2r5fXW6RK/Ss1JQlTSkKlaUNpSaKmDZVfp5FqWNXV1ciArU1YWfPzdmBZRHynaOEB/DY1M+sgTfziwnqS9gfOBdYDP46IjxYtGxFfkDQNOCQ/dHeZugcsgJqZdZbIZk8VeRQ6n3SRpLWSVtUdP07S3ZJWSzqrzWkOAa7ONxlcWOrzSMcA/wucB3wG+HGzabiNuKdhZtZGh/sZF5P1Ep7cQVzSMNmX+LFkA9M3SVoODANL6sqfCtwKvF/SW8jStpbxj8CvR8Tded2HAMuAI4sUdtAwM2ujxO2peZJqxwyWRsTS2jdExHWSDqwrdxSwOiLuyeu7FFgcEUvIEuLVt+fPgLPzc30J+HzRBgJTxwJG3p4fSyq8u6iDhplZGyV6GusjYlFCFfOB+2uejwJHN3kvwFeBD0o6Cbi3ZF0rJV3IUz2Uk8kW9xXioGFm1kaJKbepK8IbVdB0KlxErALeVOL8td5Jli/pj/N6ryMb2yjEQcPMrAUhhrs/e2oU2K/m+b7Amk5Xko+dXBgRbwU+mXIOBw0zszZKxIzUbURuAhZIOgh4ADgBOCnhPC1FxA5Je0qaFhFPpJxjUgSNaUPVZJDrC5G2kKt8NYO3SA/S5utLadci5Y/b4YS6hofSZt5XuUp6ytDEflV18vaUpGXAMWSD5qNkA9oXSjoTuIZsxtRFEXHH+Fve0L3Ad/LZWZvGDkZEoZ7HpAgaZmapSiZYatvTiIgTmxxfASRl0ytpTf4YAkrn1nDQMDNro4KB8MpExIfGU95Bw8ysjQrGNCoj6UqeOTPrUbI9qf45Ilommvc2ImZmLQgYRoUe5D0NSXNRnIEAAA8FSURBVL/V5rQT6R5gI/DZ/LEB+DnZ1iSfbVfYPQ0zszZKTIDo+Z4GcERE1O41daWk6yLiFZLaDr67p2Fm1pJKPPrCnvkuucCTO+bumT9tOw3XPQ0zszZKhIOeHwgH3gvcIOn/yD7aQcAfShoBvtCusINGB804fCFb77izmso2PApz5lZTV4JNm7YxMlLN+phNG59gZPa0SupK8fCmaew+krSOqrQ1m2by7JEtpcrct3E6B8x+vEsterpHn/gFc6ftVkldnTRIt6ciYoWkBcBhZEHjR9nheBz4p3blJ0XQmD11pJJ6KgsYUGnASMmmNzvxSzylrpHZ06tMZFjavMSAMSUho978kgEDYL+R7aTcWonmWyM1teu03UuXARjWRN9J75tbT21JuijPw/HD/PkIsBx4dZHyE/0vYWbW0wQMoUIP+mP21AOSzgeQtBvwdeBfixaeFD0NM7NxGazbUx+Q9DFJF5AlXvpoRPxn0fIOGmZmbQzCzSlJb6x5+j/AB/L/hqQ3RsTlRc7T1aAh6TjgU2QbcH2uPvl5nqv2CuAn+aHLI+LD3WyTmVk5fTWdtpX6W2a3AlPz4wFMbNBolvM2IupHi6+PiGekMzQz6xVV7ujbLRHxjk6cp5sD4U/mvM33bb8UWNzF+szMOk/ZlNsiD/pgIFzSFyTtWvN8N0kXFS3fzdtTRXPevkTSD8m26v2zLu4hb2aWpERPo+cHwoHnR8QjY08i4heSjihauJs9jSI5b28BDoiIFwDnAF9ueCLpdEkrJa1ct25dh5vZOTMOX1hdZRsera6uBBs3VrOYDWDTxmoWpqVav6m6hYcPbJpZusz9m6qbD/PIEw9XVlenDNwmIjCUT7UFQNLulOhAdPO3pW3O24jYUPPzCkmfkTQvItbXvW8psBRg0aJFpVcUzRguvxAuZZHZ43feVbpMsh5eDQ4wMjItacFdSpnZu0wvX6hCe++SFtSmDpW/GPNnlV/cN39kJylfedt2ll98OG/G7gTVZI/sqO7nCK/SPwLflfSl/Pmbgb8rWribQaNtzltJ+wA/j4iQdBRZz+ehLrbJzKwkDcRA+JiIuETSzcAryf5aeGODCUpNdS1oRMT2RjlvJZ2Rv34B8CbgnZK2A1uAEyLlT3wzsy7qtaAhaSHwQbI/sq+NiC+1LvF0+XfxOmBGfr79I+KnRcp29WZmo5y3ebAY+/lc4NxutsHMbLxKbFhY5FwXAa8D1kbEc2uOt1zXVud44JyIuF7ScqBw0JD0erJbVM8G1gIHAHcBhxcp772nzMza6uhQ+MXAcU87+1Pr2o4HFgInSloo6XmSrqp77AX8C3CCpE8Ae5T8MB8BXgz8OCIOItuo8DtFC3sbETOzNjp5cyoirpN0YN3hJ9e1AUi6FFgcEUvIeiWNvCsPNoVWctfYFhEPSRqSNBQR35T0saKFHTTMzFrI+hCFw8Y8SStrni/NZ3+2U3RdW9amLOi8DxgBPlG0cblHJM0GrgO+KGktsL1oYQcNM7OWVGbK7Tay9WdlM/cVWdf21AsR9wKpiwgXk008eg9wMjAXKLznn4OGdcWgToIbSrhPIaVdi+GEclOHy6+BSE1wtCPK17V9Z+E/aMddVydVMHeq7bq2TomITfmPOyVdDTxUZtaqB8LNzNooloJpCPJtRBLygz+5rk3SNLJ1bcs7+hmkF0v6lqTLJR0haRWwCvh5PnOrEAcNM7NW8rtTRR4U2LBQ0jLgRuBQSaOSTouI7cDYura7gMu6sA/fucDfA8uAbwC/FxH7AK8AlhQ9iW9PmZm11bkNCyPixCbHn7GurcOmRMTXACR9OCK+l9f7ozLrUNzTMDNrQwX/R29vjV47MFS/SVnhMQ33NMzMWqgJCEX08tboL5C0gazbNDP/mfz5jKIncdAwM2ujxO2buZKWUn7KbddFxHAnzuOgYWbWxoD0NDrCYxodNH3hL1dXWY8nYdq8eVtldW18rLeTMK19rHDPf9zu3zirdJkHt1S3BuKhxx9p/6ZeNGBZmMbDPY0mUna13HpH4S3pxy81CVPCoruUhXojI2nZ6lLq2mVOdV/KKZ41p3xiJIChhMV9B8zeXLrM3jPTvgZ2Jvxb7T59DjtiR+lyOxIXBXZKiZ5Gz96e6hQHDTOzNnx76ikOGmZmLUyiO0+FOGiYmbUklLg/1yDylTAza6PEOHgvL+7rCPc0zMzaKT4xxmMaZmaTXYmB8IHnoGFm1oZDxlM8ptFBMw5fWF1lPb64b9OmJyqr67ENWyurK8WDG2ZWVtd9CYv7fr6lujUQDz++of2besxYuteCGxYOPPc0OqgvFvdVJHVxX4rZu0yvLFNgSha+Z81JC2opi/sO3mVT+zfVmTe9un+rXafNZmdCFr5tE7m4TxqIvac6xUHDzKwNL+57im9PmZlZYe5pmJm1kbIX3aBy0DAza2OyDHIX4aBhZtaC6L2ehqSDgfcDcyPiTfmxEeAzwBPAtyLii92o22MaZmYtFZ1wWyywSLpI0lpJq+qOHyfpbkmrJZ3V6hwRcU9EnFZ3+I3AlyLi94HXl/mEZbinYWbWRof7GRcD5wKXPHl+aRg4DzgWGAVukrQcGAaW1JU/NSLWNjjvvsDt+c/lk5YU5KAx2fRYN7teRcstKpWy3gLSvqhSyqTm7Uu5zx+kXYuUxE2dVOKzzpO0sub50ohYWvuGiLhO0oF15Y4CVkfEPQCSLgUWR8QS4HUF6x4lCxw/oIt3kXx7ysysHanYA7YBtwAfiohF9QGjhfnA/TXPR/NjTZqjPSRdABwh6a/yw5cDvyPpfKBrCwvd0zAza6FkEqbUxX2NqmjaLYuIh4Az6o5tAt6RUHcp7mmYmbUhDRV6kJ5PYxTYr+b5vsCaTrW/k9zTMDNro4Kexk3AAkkHAQ8AJwAnJZyn67ra02g3hUyZT+ev3ybpRd1sj5lZeaWm3LbtaUhaBtwIHCppVNJpEbEdOBO4BrgLuCwi7qji05XVtZ5GsylkEVG7FezxwIL8cTRwfv5fM7Oe0ckV4RFxYpPjK4AVHauoS7p5e6rhFDKgNmgsBi6JbF/r70naVdKzIuLBLrbLzKy4ciPhA7/LbTeDRqMpZPW9iGbTzJ4WNCSdDoz9Qzxev5Kyi+YC48l2VKZ8kfe2ek+z1xodrz9W/3wesH7sSUo2iBIXbbJc40bHnnadu2w817ls2Xbvr/IaH9qiHYXcevMPrpk1Zbd5Bd9e1b/nxImIrjyANwOfq3n+NuCcuvdcDbys5vm1wJFtzruyW21uUNfSqsoXeW+r9zR7rdHx+mMNnvsad/ga9/N1Llu23fsH9RpPlkc3B8KLTCHr9Wlm410gU6Z8kfe2ek+z1xodrz82kRnGJss1Llp/t4yn7rJl271/UK/xpKA8Gnf+xNIU4MfAq8mmkN0EnBQ1MwIk/SbZjIHXkt26+nREHNXmvCsjYlFXGm2Ar3FVfJ27z9e487o2phER2yWNTSEbBi6KiDsknZG/fgHZTIHXAquBzRRbzVh0Wb6l8zWuhq9z9/kad1jXehpmZjZ4vI2ImZkV5qBhZmaFOWiYmVlhAxU0JB0s6UJJX5rotgwSSSOSviDps5JOnuj2DCL/7lZD0m/nv8dXSPr1iW5PP+qZoNHFvLnWQMnrXUnu4UFT5hr7dzddyev85fz3+BTgLRPQ3L7XM0GDLG/ucbUHajY9PB5YCJwoaaGk50m6qu6xV/VN7msXU/B6ky26HNvuZWLzbvaXiyl+jS3dxZS/zn+dv24l9Uw+jehe3lxroMz1pqLcw4Om5DW+E0tS5jpLugv4KPCViLil0oYOiF7/AuhE3lwrrtn1riT38CTR8Br7d7fjmv0u/xHwGuBNYwuNrZye6Wk0Me68uVZKw+sdFeUeniSaXWP/7nZWs+v8aeDTVTdmkPR6T6PXNzQcNL7e3edrXA1f5y7p9aDxZN5cSdPI8uYun+A2DTJf7+7zNa6Gr3OX9EzQ6Pe8uf3G17v7fI2r4etcLW9YaGZmhfVMT8PMzHqfg4aZmRXmoGFmZoU5aJiZWWEOGmZmVpiDhpmZFeagYR0jaYekH9Q8Wm5lXyVJX8pzVnw/b9tPJa2raeuBTcr9raSP1B1bJOm2/OdrJc3t/icw6w1ep2EdI2ljRMzu8Dmn5Au1xnOOw4G/jYg31Bw7BVgUEWcWKPtfEXFIzbF/AB6KiCWSTgPmRcTHxtNGs37hnoZ1naR7JX1I0i2Sbpd0WH58JE+gc5OkWyUtzo+fIuk/JF0JfE3SkKTPSLojz52yQtKbJL1a0n/V1HOspMsbNOFk4IoC7Txe0o15O/9d0ki+inirpCPz9wh4M3BpXuwK4KTxXB+zfuKgYZ00s+72VG1mtPUR8SLgfODP8mPvB74REb8CvBL4hKSR/LWXAP8vIl5FljnwQOB5wO/lrwF8A/hlSXvmz98BfL5Bu14K3Nyq4XkSr7OAV+ftvA14d/7yMrK9i8bOtSYifgIQEeuBXSTt2ur8ZoOi17dGt/6yJSJe2OS1sR7AzWRBAODXgddLGgsiM4D985+/HhEP5z+/DPiPiNgJ/EzSNyHb51rSvwBvlfR5smDy9gZ1PwtY16btv0qW4e27WWeCacAN+WvLgG9L+guy4LGsruy6vI5H2tRh1vccNKwqj+f/3cFTv3cCfici7q59o6SjgU21h1qc9/NkiaG2kgWWRuMfW8gCUisCvhoRb6t/ISLulbQGeDnwBuDIurfMyOswG3i+PWUT6Rrgj/JxAiQd0eR9N5BlDhyStDdwzNgLEbGGLE/CX5Plim7kLuCX2rTlu8CvSTo4b8uIpAU1ry8jS95zV0T8bOygpCFgHk/PEmc2sBw0rJPqxzQ+2ub9HwGmArdJWpU/b+Q/yZLqrAL+Gfg+8GjN618E7o+IZnm2r6Ym0DQSET8HTgP+XdIPyYLIITVvuQx4Lk8NgI85CrghIna0Or/ZoPCUW+sLkmZHxEZJewD/A7x07C9+SecCt0bEhU3KzgS+mZfp6Je7pPPIcjV8u5PnNetVHtOwfnFVPkNpGvCRmoBxM9n4x3ubFYyILZLOBuYDP+1wu251wLDJxD0NMzMrzGMaZmZWmIOGmZkV5qBhZmaFOWiYmVlhDhpmZlaYg4aZmRX2/wF/pYXYAW3/bQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "obs.bkg.to_2d().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercises\n", "\n", "- Find the `OBS_ID` for the runs of the Crab nebula\n", "- Compute the expected number of background events in the whole FOV for `OBS_ID=20136` in the 1 TeV to 3 TeV energy band, from the background IRF." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Next steps\n", "\n", "Now you know how to access and work with H.E.S.S. data. All other tutorials and documentation apply to H.E.S.S. and CTA or any other IACT that provides DL3 data and IRFs in the standard format." ] } ], "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": "3.7.0" }, "nbsphinx": { "orphan": true } }, "nbformat": 4, "nbformat_minor": 4 }