Pybkgmodel - a background modelling toolbox for the CTA

Open Access
Authors
  • M.C. Strzys
  • S. Abe
  • M. de Bony de Lavergne
  • M. Hütten
Publication date 27-09-2024
Journal Proceedings of Science
Event 38th International Cosmic Ray Conference, ICRC 2023
Article number 894
Volume | Issue number 444
Number of pages 17
Organisations
  • Faculty of Science (FNWI) - Anton Pannekoek Institute for Astronomy (API)
  • Faculty of Science (FNWI) - Institute of Physics (IoP) - Institute for Theoretical Physics Amsterdam (ITFA)
Abstract
Despite the advancement in background rejection techniques, observation of the very-high-energy gamma-ray sky by imaging atmospheric Cherenkov telescopes (IACTs) are subject to an irreducible background from gamma-like hadron- or electron-induced air showers. The determination of this residual background is crucial for accurate spectral and spatial measurements. The Cherenkov Telescope Array (CTA) will become the next generation of IACTs. To unveil its full potential, the improved reconstruction performance of CTA needs to be coupled with a reliable background estimate across the entire field of view. This may become especially important in the case of the planned surveys of large areas of the sky. In this contribution we will present pybkgmodel, an open-source python software package developed for CTA. It aims at providing in a consistent way the various background modelling methods, based on the experience from current IACTs such as H.E.S.S, MAGIC, and VERITAS. It is designed as a toolbox allowing a user to easily choose the optimal reconstruction approach for various target regions or a combination of several algorithms. We will introduce the design of the package as well as demonstrate its functionality using data for the CTA Large-Sized Telescope prototype (LST-1).
Document type Article
Language English
Published at https://doi.org/10.22323/1.444.0894
Other links https://www.scopus.com/pages/publications/85212259239
Downloads
Pybkgmodel (Final published version)
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