Application of New Approximations of the Lateral Distribution of EAS Cherenkov Light in the Atmosphere
- Autores: Elshoukrofy A.S.1,2, Postnikov E.B.1, Astapov I.I.3, Bezyazeekov P.A.4, Boreyko V.5, Borodin A.N.5, Budnev N.M.4, Wischnewski R.6, Garmash A.Y.7,8, Gafarov A.R.4, Gorbunov N.V.5, Grebenyuk V.M.5, Gress O.A.4, Gress T.I.4, Grinyuk A.A.5, Grishin O.G.4, Dyachok A.N.4, Zagorodnikov A.V.4, Zurbanov V.L.4, Ivanova A.L.4, Kazarina Y.A.4, Kalmykov N.N.1, Karpov N.I.1, Kindin V.V.3, Kirilenko P.S.8, Kiryuhin S.N.4, Kozhin V.A.1, Kokoulin R.P.3, Kompaniets K.G.3, Korosteleva E.E.1, Kravchenko E.A.8,9, Kuzmichev L.A.1,4, Kunnas M.9, Chiavassa A.10,11, Lagutin A.A.12, Lenok V.V.4, Lubsandorzhiev B.K.13, Lubsandorzhiev N.B.1, Mirgazov R.R.4, Mirzoyan R.14, Monkhoev R.D.4, Motaweh H.A.2, Nachtigall R.9, Osipova E.A.1, Panasyuk M.I.1, Pankov L.V.4, Pakhorukov A.L.4, Petrukhin A.A.3, Poleschuk V.A.4, Popesku M.15, Popova E.G.1, Porelli A.6, Prosin V.V.1, Ptuskin V.S.16, Pushnin A.A.4, Raikin R.I.12, Rubtsov G.I.13, Sagan Y.I.5, Samoliga V.S.4, Sveshnikova L.G.1, Semeney Y.A.4, Sidorenkov A.Y.13, Silaev A.A.1, Silaev A.A.1, Skurikhin A.V.1, Slunecka M.5, Sokolov A.V.7,8, Sulakov V.P.1, Tabolenko V.A.4, Tarashansky B.A.4, Tkachev L.G.5, Tkachenko A.V.5, Tluczykont M.9, Fedorov O.L.4, Horns D.9, Spiering C.6, Yashin I.I.3
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Afiliações:
- Skobeltsyn Institute of Nuclear Physics
- Damanhour University
- National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
- Research Institute of Applied Physics
- Joint Institute for Nuclear Research
- Deutsches Elektronen-Synchrotron DESY
- Novosibirsk State University
- Budker Institute of Nuclear Physics, Siberian Branch
- Institut für Experimentalphysik
- Physics Department
- National Institute of Nuclear Physics INFN
- Altai State University
- Institute for Nuclear Research
- Max Planck Institute for Physics
- Institute of Space Science
- Pushkov Institute of Terrestrial Magnetism, Ionosphere, and Radio Wave Propagation
- Edição: Volume 81, Nº 9 (2018)
- Páginas: 1294-1300
- Seção: Mathematical Modeling in Nuclear Technologies
- URL: https://journal-vniispk.ru/1063-7788/article/view/193839
- DOI: https://doi.org/10.1134/S1063778818090090
- ID: 193839
Citar
Resumo
A new knee-like approximation of the lateral distribution function (LDF) of EAS Cherenkov light in the 30–3000 TeV energy range was proposed and tested with simulated showers in our earlier studies. This approximation fits the LDFs of individual showers accurately for all types of primary particles gamma-rays, protons, and nuclei) and is suitable for reconstructing the shower core, determining the energy, and separating gamma-induced showers from hadron-induced ones. In the present study, the knee-like fitting function is used to determine the parameters of real showers detected by TAIGA-HiSCORE. It is demonstrated that this approximation characterizes properly all types of individual LDFs of experimental events in the 300–1000 TeV range. The accuracy of fit is governed by fluctuations intrinsic to the process of measurement of the Cherenkov photon density. The probability density function of these fluctuations was reconstructed and introduced into simulations. Certain useful methodical applications of the knee-like approximation are con-sidered, and the possibility of shower sorting into nuclei groups is examined. The extensive statistical coverage and detailed LDF measurement data of HiSCORE have provided the first opportunity to examine in depth the LDF of Cherenkov radiation in the 300–1000 TeV range.
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Sobre autores
A. Elshoukrofy
Skobeltsyn Institute of Nuclear Physics; Damanhour University
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991; Damanhour
E. Postnikov
Skobeltsyn Institute of Nuclear Physics
Autor responsável pela correspondência
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
I. Astapov
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
P. Bezyazeekov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
V. Boreyko
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
A. Borodin
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
N. Budnev
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
R. Wischnewski
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Alemanha, Zeuthen, D-15738
A. Garmash
Novosibirsk State University; Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Rússia, Novosibirsk, 630090; Novosibirsk, 630090
A. Gafarov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
N. Gorbunov
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
V. Grebenyuk
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
O. Gress
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
T. Gress
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Grinyuk
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
O. Grishin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Dyachok
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Zagorodnikov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
V. Zurbanov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Ivanova
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
Y. Kazarina
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
N. Kalmykov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
N. Karpov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
V. Kindin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
P. Kirilenko
Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Rússia, Novosibirsk, 630090
S. Kiryuhin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
V. Kozhin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
R. Kokoulin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
K. Kompaniets
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
E. Korosteleva
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
E. Kravchenko
Budker Institute of Nuclear Physics, Siberian Branch; Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Rússia, Novosibirsk, 630090; Hamburg, D-22761
L. Kuzmichev
Skobeltsyn Institute of Nuclear Physics; Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991; Irkutsk, 664020
M. Kunnas
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Alemanha, Hamburg, D-22761
A. Chiavassa
Physics Department; National Institute of Nuclear Physics INFN
Email: evgeny.post@gmail.com
Itália, Turin, 10125; Turin, 10125
A. Lagutin
Altai State University
Email: evgeny.post@gmail.com
Rússia, Barnaul, 656049
V. Lenok
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
B. Lubsandorzhiev
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Moscow, 117312
N. Lubsandorzhiev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
R. Mirgazov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
R. Mirzoyan
Max Planck Institute for Physics
Email: evgeny.post@gmail.com
Alemanha, München, D-80805
R. Monkhoev
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
H. Motaweh
Damanhour University
Email: evgeny.post@gmail.com
Egito, Damanhour
R. Nachtigall
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Alemanha, Hamburg, D-22761
E. Osipova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
M. Panasyuk
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
L. Pankov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Pakhorukov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Petrukhin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
V. Poleschuk
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
M. Popesku
Institute of Space Science
Email: evgeny.post@gmail.com
Romênia, Bucharest, 050107
E. Popova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
A. Porelli
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Alemanha, Zeuthen, D-15738
V. Prosin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
V. Ptuskin
Pushkov Institute of Terrestrial Magnetism, Ionosphere, and Radio Wave Propagation
Email: evgeny.post@gmail.com
Rússia, Troitsk, Moscow oblast, 108840
A. Pushnin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
R. Raikin
Altai State University
Email: evgeny.post@gmail.com
Rússia, Barnaul, 656049
G. Rubtsov
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Moscow, 117312
Ya. Sagan
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
V. Samoliga
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
L. Sveshnikova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
Yu. Semeney
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
A. Sidorenkov
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Moscow, 117312
A. Silaev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
A. Silaev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
A. Skurikhin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
M. Slunecka
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
A. Sokolov
Novosibirsk State University; Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Rússia, Novosibirsk, 630090; Novosibirsk, 630090
V. Sulakov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Rússia, Moscow, 119991
V. Tabolenko
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
B. Tarashansky
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
L. Tkachev
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
A. Tkachenko
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Rússia, Dubna, Moscow oblast, 141980
M. Tluczykont
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Alemanha, Hamburg, D-22761
O. Fedorov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Rússia, Irkutsk, 664020
D. Horns
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Alemanha, Hamburg, D-22761
C. Spiering
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Alemanha, Zeuthen, D-15738
I. Yashin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Rússia, Moscow, 115409
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