Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array

the CTA Consortium

Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array

the CTA Consortium

Department of Physics
University of Dortmund
CEA/UVSQ/CNRS
Centre for Space Research
North-West University
Institute for Cosmic Ray Research
University of Tokyo
Pontificia Universidad Católica de Chile
Durham University
Port d'Informació Científica
Monash Centre for Astrophysics
Monash University
Ip Paris
Columbia University
Department of Physics
University of Oslo
EMFTEL department
IPARCOS-UCM (Instituto de Física de Partículas y del Cosmos)
Instituto de Astrofísica de Andalucía-CSIC
Campus UAB
Facultad de Ciencias
Universidad Autónoma de Madrid
Dublin Institute for Advanced Studies
Universidad Nacional Autónoma de México
Departement de Physique Nucleaire et Corpusculaire
University of Geneva
Università Dell'Aquila
Instituto de Astronomia
University of São Paulo
Sorbonne Univ.
INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna
Osservatorio Astrofisico Di Arcetri
University of Perugia
INFN Sezione di Napoli
INFN Roma Tor Vergata
Argonne National Laboratory
Aix-Marseille Université
Osservatorio Astronomico di Roma
INAF Osservatorio Astrofisico di Catania
Grupo de Electronica
Complutense University
National Astronomical Research Institute of Thailand
Departamento de Astrofisica
Research Unit; CIBERNED and Universidad de La Laguna
Institute of Physics of the Czech Academy of Sciences
of Sciences
Universidad Técnica Federico Santa María
ETH Zurich
Department of Physics and Astronomy
University of Manitoba

Résultats de recherche: Contribution à un journal › Article de conférence › Revue par des pairs

Résumé

The Cherenkov Telescope Array (CTA) is the next-generation gamma-ray observatory currently under construction. It will improve over the current generation of imaging atmospheric Cherenkov telescopes (IACTs) by a factor of five to ten in sensitivity and it will be able to observe the whole sky from a combination of two sites: a northern site in La Palma, Spain, and a southern one in Paranal, Chile. CTA will also be the first open gamma-ray observatory. Accordingly, the data analysis pipeline is developed as open-source software. The event reconstruction pipeline accepts raw data of the telescopes and processes it to produce suitable input for the higher-level science tools. Its primary tasks include reconstructing the physical properties of each recorded shower and providing the corresponding instrument response functions. ctapipe is a framework providing algorithms and tools to facilitate raw data calibration, image extraction, image parameterization and event reconstruction. Its main focus is currently the analysis of simulated data but it has also been successfully applied for the analysis of data obtained with the first CTA prototype telescopes, such as the Large-Sized Telescope 1 (LST-1). pyirf is a library to calculate IACT instrument response functions, needed to obtain physics results like spectra and light curves, from the reconstructed event lists. Building on these two, protopipe is a prototype for the event reconstruction pipeline for CTA. Recent developments in these software packages will be presented.

langue originale	Anglais
Numéro d'article	744
journal	Proceedings of Science
Volume	395
état	Publié - 18 mars 2022
Evénement	37th International Cosmic Ray Conference, ICRC 2021 - Virtual, Berlin, Allemagne Durée: 12 juil. 2021 → 23 juil. 2021

Contient cette citation

@article{8109c994fba6486d86dc67a2c402a43a,

title = "Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array",

abstract = "The Cherenkov Telescope Array (CTA) is the next-generation gamma-ray observatory currently under construction. It will improve over the current generation of imaging atmospheric Cherenkov telescopes (IACTs) by a factor of five to ten in sensitivity and it will be able to observe the whole sky from a combination of two sites: a northern site in La Palma, Spain, and a southern one in Paranal, Chile. CTA will also be the first open gamma-ray observatory. Accordingly, the data analysis pipeline is developed as open-source software. The event reconstruction pipeline accepts raw data of the telescopes and processes it to produce suitable input for the higher-level science tools. Its primary tasks include reconstructing the physical properties of each recorded shower and providing the corresponding instrument response functions. ctapipe is a framework providing algorithms and tools to facilitate raw data calibration, image extraction, image parameterization and event reconstruction. Its main focus is currently the analysis of simulated data but it has also been successfully applied for the analysis of data obtained with the first CTA prototype telescopes, such as the Large-Sized Telescope 1 (LST-1). pyirf is a library to calculate IACT instrument response functions, needed to obtain physics results like spectra and light curves, from the reconstructed event lists. Building on these two, protopipe is a prototype for the event reconstruction pipeline for CTA. Recent developments in these software packages will be presented.",

author = "\{the CTA Consortium\} and M. N{\"o}the and K. Kosack and L. Nickel and M. Peresano and H. Abdalla and H. Abe and S. Abe and A. Abusleme and F. Acero and A. Acharyya and \{Ac{\'i}n Portella\}, V. and K. Ackley and R. Adam and C. Adams and Adhikari, \{S. S.\} and I. Aguado-Ruesga and I. Agudo and R. Aguilera and A. Aguirre-Santaella and F. Aharonian and A. Alberdi and R. Alfaro and J. Alfaro and C. Alispach and R. Aloisio and \{Alves Batista\}, R. and Amans, \{J. P.\} and L. Amati and E. Amato and L. Ambrogi and G. Ambrosi and M. Ambrosio and R. Ammendola and J. Anderson and M. Anduze and Ang{\"u}ner, \{E. O.\} and Antonelli, \{L. A.\} and V. Antonuccio and P. Antoranz and R. Anutarawiramkul and \{Aragunde Gutierrez\}, J. and C. Aramo and A. Araudo and M. Araya and A. Arbet-Engels and C. Arcaro and V. Arendt and S. Chaty and S. Fegan and D. Horan",

note = "Publisher Copyright: {\textcopyright} Copyright owned by the author(s) under the terms of the Creative Commons.; 37th International Cosmic Ray Conference, ICRC 2021 ; Conference date: 12-07-2021 Through 23-07-2021",

year = "2022",

month = mar,

day = "18",

language = "English",

volume = "395",

journal = "Proceedings of Science",

issn = "1824-8039",

publisher = "Sissa Medialab Srl",

}

TY - JOUR

T1 - Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array

AU - the CTA Consortium

AU - Nöthe, M.

AU - Kosack, K.

AU - Nickel, L.

AU - Peresano, M.

AU - Abdalla, H.

AU - Abe, H.

AU - Abe, S.

AU - Abusleme, A.

AU - Acero, F.

AU - Acharyya, A.

AU - Acín Portella, V.

AU - Ackley, K.

AU - Adam, R.

AU - Adams, C.

AU - Adhikari, S. S.

AU - Aguado-Ruesga, I.

AU - Agudo, I.

AU - Aguilera, R.

AU - Aguirre-Santaella, A.

AU - Aharonian, F.

AU - Alberdi, A.

AU - Alfaro, R.

AU - Alfaro, J.

AU - Alispach, C.

AU - Aloisio, R.

AU - Alves Batista, R.

AU - Amans, J. P.

AU - Amati, L.

AU - Amato, E.

AU - Ambrogi, L.

AU - Ambrosi, G.

AU - Ambrosio, M.

AU - Ammendola, R.

AU - Anderson, J.

AU - Anduze, M.

AU - Angüner, E. O.

AU - Antonelli, L. A.

AU - Antonuccio, V.

AU - Antoranz, P.

AU - Anutarawiramkul, R.

AU - Aragunde Gutierrez, J.

AU - Aramo, C.

AU - Araudo, A.

AU - Araya, M.

AU - Arbet-Engels, A.

AU - Arcaro, C.

AU - Arendt, V.

AU - Chaty, S.

AU - Fegan, S.

AU - Horan, D.

PY - 2022/3/18

Y1 - 2022/3/18

N2 - The Cherenkov Telescope Array (CTA) is the next-generation gamma-ray observatory currently under construction. It will improve over the current generation of imaging atmospheric Cherenkov telescopes (IACTs) by a factor of five to ten in sensitivity and it will be able to observe the whole sky from a combination of two sites: a northern site in La Palma, Spain, and a southern one in Paranal, Chile. CTA will also be the first open gamma-ray observatory. Accordingly, the data analysis pipeline is developed as open-source software. The event reconstruction pipeline accepts raw data of the telescopes and processes it to produce suitable input for the higher-level science tools. Its primary tasks include reconstructing the physical properties of each recorded shower and providing the corresponding instrument response functions. ctapipe is a framework providing algorithms and tools to facilitate raw data calibration, image extraction, image parameterization and event reconstruction. Its main focus is currently the analysis of simulated data but it has also been successfully applied for the analysis of data obtained with the first CTA prototype telescopes, such as the Large-Sized Telescope 1 (LST-1). pyirf is a library to calculate IACT instrument response functions, needed to obtain physics results like spectra and light curves, from the reconstructed event lists. Building on these two, protopipe is a prototype for the event reconstruction pipeline for CTA. Recent developments in these software packages will be presented.

AB - The Cherenkov Telescope Array (CTA) is the next-generation gamma-ray observatory currently under construction. It will improve over the current generation of imaging atmospheric Cherenkov telescopes (IACTs) by a factor of five to ten in sensitivity and it will be able to observe the whole sky from a combination of two sites: a northern site in La Palma, Spain, and a southern one in Paranal, Chile. CTA will also be the first open gamma-ray observatory. Accordingly, the data analysis pipeline is developed as open-source software. The event reconstruction pipeline accepts raw data of the telescopes and processes it to produce suitable input for the higher-level science tools. Its primary tasks include reconstructing the physical properties of each recorded shower and providing the corresponding instrument response functions. ctapipe is a framework providing algorithms and tools to facilitate raw data calibration, image extraction, image parameterization and event reconstruction. Its main focus is currently the analysis of simulated data but it has also been successfully applied for the analysis of data obtained with the first CTA prototype telescopes, such as the Large-Sized Telescope 1 (LST-1). pyirf is a library to calculate IACT instrument response functions, needed to obtain physics results like spectra and light curves, from the reconstructed event lists. Building on these two, protopipe is a prototype for the event reconstruction pipeline for CTA. Recent developments in these software packages will be presented.

M3 - Conference article

AN - SCOPUS:85144621448

SN - 1824-8039

VL - 395

JO - Proceedings of Science

JF - Proceedings of Science

M1 - 744

T2 - 37th International Cosmic Ray Conference, ICRC 2021

Y2 - 12 July 2021 through 23 July 2021

ER -

Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array

Résumé

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