SMuK 2023 – wissenschaftliches Programm

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T: Fachverband Teilchenphysik

T 140: Gamma Astronomy VI

T 140.4: Vortrag

Donnerstag, 23. März 2023, 18:15–18:30, POT/0151

Reproducible Analysis of MAGIC Data with the Database-Driven Framework AutoMAGIC and the Open-Source Python Package Gammapy — •Simone Mender and Jan Lukas Schubert for the MAGIC collaboration — TU Dortmund University

The open-source Python package Gammapy is mainly developed for the high-level analysis of gamma-ray data of the future Cherenkov Telescope Array Observatory. It can also be used to analyze data from existing imaging air Cherenkov telescopes like MAGIC. Gammapy requires event-based data combined with the corresponding instrument response functions. In order to process this science-ready data (so-called DL3) for MAGIC, the new database-driven framework AutoMAGIC is developed. With AutoMAGIC it is possible to create DL3 data in an automated and reproducible way. It enables the possibility to perform very cumbersome analyses automatically, e.g. the low-level data reprocessing that is needed for observations with moderate to strong moonlight. In this talk, we present the analysis chain and its validation. For this, we analyzed Crab Nebula data, which was taken under different observational conditions.