TY - JOUR
T1 - Reconstruction of extensive air shower images of the first Large Size Telescope prototype of CTA using a novel likelihood technique
AU - the CTA LST project
AU - Emery, Gabriel
AU - Alispach, Cyril
AU - Dalchenko, Mykhailo
AU - Foffano, Luca
AU - Heller, Matthieu
AU - Montaruli, Teresa
AU - Abe, H.
AU - Aguasca, A.
AU - Agudo, I.
AU - Antonelli, L. A.
AU - Aramo, C.
AU - Armstrong, T.
AU - Artero, M.
AU - Asano, K.
AU - Ashkar, H.
AU - Aubert, P.
AU - Baktash, A.
AU - Bamba, A.
AU - Baquero Larriva, A.
AU - Baroncelli, L.
AU - Barres de Almeida, U.
AU - Barrio, J. A.
AU - Batkovic, I.
AU - Becerra González, J.
AU - Bernardos, M. I.
AU - Berti, A.
AU - Biederbeck, N.
AU - Bigongiari, C.
AU - Blanch, O.
AU - Bonnoli, G.
AU - Bordas, P.
AU - Bose, D.
AU - Bulgarelli, A.
AU - Burelli, I.
AU - Buscemi, M.
AU - Cardillo, M.
AU - Caroff, S.
AU - Carosi, A.
AU - Cassol, F.
AU - Cerruti, M.
AU - Chai, Y.
AU - Cheng, K.
AU - Chikawa, M.
AU - Chytka, L.
AU - Contreras, J. L.
AU - Cortina, J.
AU - Costantini, H.
AU - De Angelis, A.
AU - de Bony de Lavergne, M.
AU - Murase, K.
N1 - Funding Information:
Acknowledgements : We gratefully acknowledge financial support from the agencies and organizations listed here: http://www.cta-observatory.org/consortium_acknowledgments
Publisher Copyright:
© 2022 Sissa Medialab Srl. All rights reserved.
PY - 2022/3/18
Y1 - 2022/3/18
N2 - Ground-based gamma-ray astronomy aims at reconstructing the energy and direction of gamma rays from the extensive air showers they initiate in the atmosphere. Imaging Atmospheric Cherenkov Telescopes (IACT) collect the Cherenkov light induced by secondary charged particles in extensive air showers (EAS), creating an image of the shower in a camera positioned in the focal plane of optical systems. This image is used to evaluate the type, energy and arrival direction of the primary particle that initiated the shower. This contribution shows the results of a novel reconstruction method based on likelihood maximization. The novelty with respect to previous likelihood reconstruction methods lies in the definition of a likelihood per single camera pixel, accounting not only for the total measured charge, but also for its development over time. This leads to more precise reconstruction of shower images. The method is applied to observations of the Crab Nebula acquired with the Large Size Telescope prototype (LST-1) deployed at the northern site of the Cherenkov Telescope Array.
AB - Ground-based gamma-ray astronomy aims at reconstructing the energy and direction of gamma rays from the extensive air showers they initiate in the atmosphere. Imaging Atmospheric Cherenkov Telescopes (IACT) collect the Cherenkov light induced by secondary charged particles in extensive air showers (EAS), creating an image of the shower in a camera positioned in the focal plane of optical systems. This image is used to evaluate the type, energy and arrival direction of the primary particle that initiated the shower. This contribution shows the results of a novel reconstruction method based on likelihood maximization. The novelty with respect to previous likelihood reconstruction methods lies in the definition of a likelihood per single camera pixel, accounting not only for the total measured charge, but also for its development over time. This leads to more precise reconstruction of shower images. The method is applied to observations of the Crab Nebula acquired with the Large Size Telescope prototype (LST-1) deployed at the northern site of the Cherenkov Telescope Array.
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M3 - Conference article
AN - SCOPUS:85144625028
SN - 1824-8039
VL - 395
JO - Proceedings of Science
JF - Proceedings of Science
M1 - 716
T2 - 37th International Cosmic Ray Conference, ICRC 2021
Y2 - 12 July 2021 through 23 July 2021
ER -