An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment

The TAIGA astroparticle observatory is under development at Tunka valley close to the Baikal Lake. This simulation study is concentrated on the ultrahigh energy extensive air showers (EAS) induced by gamma-quanta or proton in the range from 1 PeV to 10 PeV and zenith angle ranging 0 degrees-45 degre...

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Published in:Journal of Instrumentation
Main Authors: Astapov, I, Bezyazeekov, P, Borodin, A, Brueckner, M, Budnev, N, Bulan, A, Chernukh, D, Chiavassa, A, Dyachok, A, Fedorov, O, Gafarov, A, Garmash, A, Grebenyuk, V, Gress, O, Gress, T, Grishin, O, Grinyuk, A, Horns, D, Ivanova, A, Kalmykov, N, Kazarina, Y, Kindin, V, Kiryuhin, S, Kokoulin, R, Kompaniets, K, Korosteleva, E, Kozhin, V, Kravchenko, E, Krykov, A, Kuzmichev, L, Lagutin, A, Lemeshev, Y, Lenok, V, Lubsandorzhiev, B, Lubsandorzhiev, N, Mirgazov, R, Mirzoyan, R, Monkhoev, R, Osipova, E, Pakhorukov, A, Pan, A, Panasyuk, M, Pankov, L, Petrukhin, A, Poleschuk, V, Popescu, M, Popova, E, Porelli, A, Postnikov, E, Prosin, V, Ptuskin, V, Pushnin, A, Raikin, R, Rubtsov, G, Rybov, E, Sagan, Y, Samoliga, V, Silaev, A, Sidorenkov, A, Skurikhin, A, Slunecka, V, Sokolov, A, Suvorkin, Y, Sveshnikova, L, Tabolenko, V, Tanaev, A, Tarashansky, B, Ternovoy, LM, Tkachev, L, Tluczykont, M, Ushakov, N, Vaidyanathan, A, Volchugov, P, Voronin, D, Vorobyev, V, Wischnewski, R, Zagorodnikov, A, Zhurov, D, Yashin, I
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/2318/1931835
https://doi.org/10.1088/1748-0221/15/09/C09037
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spelling ftunivtorino:oai:iris.unito.it:2318/1931835 2023-10-25T01:44:18+02:00 An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment Astapov, I Bezyazeekov, P Borodin, A Brueckner, M Budnev, N Bulan, A Chernukh, D Chiavassa, A Dyachok, A Fedorov, O Gafarov, A Garmash, A Grebenyuk, V Gress, O Gress, T Grishin, O Grinyuk, A Horns, D Ivanova, A Kalmykov, N Kazarina, Y Kindin, V Kiryuhin, S Kokoulin, R Kompaniets, K Korosteleva, E Kozhin, V Kravchenko, E Krykov, A Kuzmichev, L Lagutin, A Lemeshev, Y Lenok, V Lubsandorzhiev, B Lubsandorzhiev, N Mirgazov, R Mirzoyan, R Monkhoev, R Osipova, E Pakhorukov, A Pan, A Panasyuk, M Pankov, L Petrukhin, A Poleschuk, V Popescu, M Popova, E Porelli, A Postnikov, E Prosin, V Ptuskin, V Pushnin, A Raikin, R Rubtsov, G Rybov, E Sagan, Y Samoliga, V Silaev, A Sidorenkov, A Skurikhin, A Slunecka, V Sokolov, A Suvorkin, Y Sveshnikova, L Tabolenko, V Tanaev, A Tarashansky, B Ternovoy, LM Tkachev, L Tluczykont, M Ushakov, N Vaidyanathan, A Volchugov, P Voronin, D Vorobyev, V Wischnewski, R Zagorodnikov, A Zhurov, D Yashin, I Astapov, I Bezyazeekov, P Borodin, A Brueckner, M Budnev, N Bulan, A Chernukh, D Chiavassa, A Dyachok, A Fedorov, O Gafarov, A Garmash, A Grebenyuk, V Gress, O Gress, T Grishin, O Grinyuk, A Horns, D Ivanova, A Kalmykov, N Kazarina, Y Kindin, V Kiryuhin, S Kokoulin, R Kompaniets, K Korosteleva, E Kozhin, V Kravchenko, E Krykov, A Kuzmichev, L Lagutin, A Lemeshev, Y Lenok, V Lubsandorzhiev, B Lubsandorzhiev, N Mirgazov, R Mirzoyan, R Monkhoev, R Osipova, E Pakhorukov, A Pan, A Panasyuk, M Pankov, L Petrukhin, A Poleschuk, V Popescu, M Popova, E Porelli, A Postnikov, E Prosin, V 2020 https://hdl.handle.net/2318/1931835 https://doi.org/10.1088/1748-0221/15/09/C09037 eng eng info:eu-repo/semantics/altIdentifier/wos/WOS:000577272600037 volume:15 issue:9 firstpage:C09037 lastpage:C09037 numberofpages:- journal:JOURNAL OF INSTRUMENTATION https://hdl.handle.net/2318/1931835 doi:10.1088/1748-0221/15/09/C09037 Detector modelling and simulations II (electric fields charge transport multiplication and induction pulse formation electron emission etc) Particle identification method Performance of High Energy Physics Detector Scintillators scintillation and light emission processes (solid gas and liquid scintillators) info:eu-repo/semantics/article 2020 ftunivtorino https://doi.org/10.1088/1748-0221/15/09/C09037 2023-09-26T22:15:13Z The TAIGA astroparticle observatory is under development at Tunka valley close to the Baikal Lake. This simulation study is concentrated on the ultrahigh energy extensive air showers (EAS) induced by gamma-quanta or proton in the range from 1 PeV to 10 PeV and zenith angle ranging 0 degrees-45 degrees. For this work, a set of air showers was created by CORSIKA software package. The list of useful secondary particles at the ground level is produced using the COAST library package. The interaction of secondary particles with the soil and detectors was simulated with GEANT4 package. The method based on neural network has been developed for the separation of EAS induced by gamma-quanta or proton. The air showers having energy ranging 1-10 PeV show more than 90% of identification efficiency of protons while keeping identification efficiency of gamma around 50% or more. Article in Journal/Newspaper taiga Università degli studi di Torino: AperTo (Archivio Istituzionale ad Accesso Aperto) Journal of Instrumentation 15 09 C09037 C09037
institution Open Polar
collection Università degli studi di Torino: AperTo (Archivio Istituzionale ad Accesso Aperto)
op_collection_id ftunivtorino
language English
topic Detector modelling and simulations II (electric fields
charge transport
multiplication and induction
pulse formation
electron emission
etc)
Particle identification method
Performance of High Energy Physics Detector
Scintillators
scintillation and light emission processes (solid
gas and liquid scintillators)
spellingShingle Detector modelling and simulations II (electric fields
charge transport
multiplication and induction
pulse formation
electron emission
etc)
Particle identification method
Performance of High Energy Physics Detector
Scintillators
scintillation and light emission processes (solid
gas and liquid scintillators)
Astapov, I
Bezyazeekov, P
Borodin, A
Brueckner, M
Budnev, N
Bulan, A
Chernukh, D
Chiavassa, A
Dyachok, A
Fedorov, O
Gafarov, A
Garmash, A
Grebenyuk, V
Gress, O
Gress, T
Grishin, O
Grinyuk, A
Horns, D
Ivanova, A
Kalmykov, N
Kazarina, Y
Kindin, V
Kiryuhin, S
Kokoulin, R
Kompaniets, K
Korosteleva, E
Kozhin, V
Kravchenko, E
Krykov, A
Kuzmichev, L
Lagutin, A
Lemeshev, Y
Lenok, V
Lubsandorzhiev, B
Lubsandorzhiev, N
Mirgazov, R
Mirzoyan, R
Monkhoev, R
Osipova, E
Pakhorukov, A
Pan, A
Panasyuk, M
Pankov, L
Petrukhin, A
Poleschuk, V
Popescu, M
Popova, E
Porelli, A
Postnikov, E
Prosin, V
Ptuskin, V
Pushnin, A
Raikin, R
Rubtsov, G
Rybov, E
Sagan, Y
Samoliga, V
Silaev, A
Sidorenkov, A
Skurikhin, A
Slunecka, V
Sokolov, A
Suvorkin, Y
Sveshnikova, L
Tabolenko, V
Tanaev, A
Tarashansky, B
Ternovoy, LM
Tkachev, L
Tluczykont, M
Ushakov, N
Vaidyanathan, A
Volchugov, P
Voronin, D
Vorobyev, V
Wischnewski, R
Zagorodnikov, A
Zhurov, D
Yashin, I
An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
topic_facet Detector modelling and simulations II (electric fields
charge transport
multiplication and induction
pulse formation
electron emission
etc)
Particle identification method
Performance of High Energy Physics Detector
Scintillators
scintillation and light emission processes (solid
gas and liquid scintillators)
description The TAIGA astroparticle observatory is under development at Tunka valley close to the Baikal Lake. This simulation study is concentrated on the ultrahigh energy extensive air showers (EAS) induced by gamma-quanta or proton in the range from 1 PeV to 10 PeV and zenith angle ranging 0 degrees-45 degrees. For this work, a set of air showers was created by CORSIKA software package. The list of useful secondary particles at the ground level is produced using the COAST library package. The interaction of secondary particles with the soil and detectors was simulated with GEANT4 package. The method based on neural network has been developed for the separation of EAS induced by gamma-quanta or proton. The air showers having energy ranging 1-10 PeV show more than 90% of identification efficiency of protons while keeping identification efficiency of gamma around 50% or more.
author2 Astapov, I
Bezyazeekov, P
Borodin, A
Brueckner, M
Budnev, N
Bulan, A
Chernukh, D
Chiavassa, A
Dyachok, A
Fedorov, O
Gafarov, A
Garmash, A
Grebenyuk, V
Gress, O
Gress, T
Grishin, O
Grinyuk, A
Horns, D
Ivanova, A
Kalmykov, N
Kazarina, Y
Kindin, V
Kiryuhin, S
Kokoulin, R
Kompaniets, K
Korosteleva, E
Kozhin, V
Kravchenko, E
Krykov, A
Kuzmichev, L
Lagutin, A
Lemeshev, Y
Lenok, V
Lubsandorzhiev, B
Lubsandorzhiev, N
Mirgazov, R
Mirzoyan, R
Monkhoev, R
Osipova, E
Pakhorukov, A
Pan, A
Panasyuk, M
Pankov, L
Petrukhin, A
Poleschuk, V
Popescu, M
Popova, E
Porelli, A
Postnikov, E
Prosin, V
format Article in Journal/Newspaper
author Astapov, I
Bezyazeekov, P
Borodin, A
Brueckner, M
Budnev, N
Bulan, A
Chernukh, D
Chiavassa, A
Dyachok, A
Fedorov, O
Gafarov, A
Garmash, A
Grebenyuk, V
Gress, O
Gress, T
Grishin, O
Grinyuk, A
Horns, D
Ivanova, A
Kalmykov, N
Kazarina, Y
Kindin, V
Kiryuhin, S
Kokoulin, R
Kompaniets, K
Korosteleva, E
Kozhin, V
Kravchenko, E
Krykov, A
Kuzmichev, L
Lagutin, A
Lemeshev, Y
Lenok, V
Lubsandorzhiev, B
Lubsandorzhiev, N
Mirgazov, R
Mirzoyan, R
Monkhoev, R
Osipova, E
Pakhorukov, A
Pan, A
Panasyuk, M
Pankov, L
Petrukhin, A
Poleschuk, V
Popescu, M
Popova, E
Porelli, A
Postnikov, E
Prosin, V
Ptuskin, V
Pushnin, A
Raikin, R
Rubtsov, G
Rybov, E
Sagan, Y
Samoliga, V
Silaev, A
Sidorenkov, A
Skurikhin, A
Slunecka, V
Sokolov, A
Suvorkin, Y
Sveshnikova, L
Tabolenko, V
Tanaev, A
Tarashansky, B
Ternovoy, LM
Tkachev, L
Tluczykont, M
Ushakov, N
Vaidyanathan, A
Volchugov, P
Voronin, D
Vorobyev, V
Wischnewski, R
Zagorodnikov, A
Zhurov, D
Yashin, I
author_facet Astapov, I
Bezyazeekov, P
Borodin, A
Brueckner, M
Budnev, N
Bulan, A
Chernukh, D
Chiavassa, A
Dyachok, A
Fedorov, O
Gafarov, A
Garmash, A
Grebenyuk, V
Gress, O
Gress, T
Grishin, O
Grinyuk, A
Horns, D
Ivanova, A
Kalmykov, N
Kazarina, Y
Kindin, V
Kiryuhin, S
Kokoulin, R
Kompaniets, K
Korosteleva, E
Kozhin, V
Kravchenko, E
Krykov, A
Kuzmichev, L
Lagutin, A
Lemeshev, Y
Lenok, V
Lubsandorzhiev, B
Lubsandorzhiev, N
Mirgazov, R
Mirzoyan, R
Monkhoev, R
Osipova, E
Pakhorukov, A
Pan, A
Panasyuk, M
Pankov, L
Petrukhin, A
Poleschuk, V
Popescu, M
Popova, E
Porelli, A
Postnikov, E
Prosin, V
Ptuskin, V
Pushnin, A
Raikin, R
Rubtsov, G
Rybov, E
Sagan, Y
Samoliga, V
Silaev, A
Sidorenkov, A
Skurikhin, A
Slunecka, V
Sokolov, A
Suvorkin, Y
Sveshnikova, L
Tabolenko, V
Tanaev, A
Tarashansky, B
Ternovoy, LM
Tkachev, L
Tluczykont, M
Ushakov, N
Vaidyanathan, A
Volchugov, P
Voronin, D
Vorobyev, V
Wischnewski, R
Zagorodnikov, A
Zhurov, D
Yashin, I
author_sort Astapov, I
title An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
title_short An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
title_full An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
title_fullStr An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
title_full_unstemmed An approach for identification of ultrahigh energy extensive air showers with scintillation detectors at TAIGA experiment
title_sort approach for identification of ultrahigh energy extensive air showers with scintillation detectors at taiga experiment
publishDate 2020
url https://hdl.handle.net/2318/1931835
https://doi.org/10.1088/1748-0221/15/09/C09037
genre taiga
genre_facet taiga
op_relation info:eu-repo/semantics/altIdentifier/wos/WOS:000577272600037
volume:15
issue:9
firstpage:C09037
lastpage:C09037
numberofpages:-
journal:JOURNAL OF INSTRUMENTATION
https://hdl.handle.net/2318/1931835
doi:10.1088/1748-0221/15/09/C09037
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