Application of New Approximations of the Lateral Distribution of EAS Cherenkov Light in the Atmosphere
- Авторы: 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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Учреждения:
- 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
- Выпуск: Том 81, № 9 (2018)
- Страницы: 1294-1300
- Раздел: Mathematical Modeling in Nuclear Technologies
- URL: https://journal-vniispk.ru/1063-7788/article/view/193839
- DOI: https://doi.org/10.1134/S1063778818090090
- ID: 193839
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Аннотация
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.
Ключевые слова
Об авторах
A. Elshoukrofy
Skobeltsyn Institute of Nuclear Physics; Damanhour University
Email: evgeny.post@gmail.com
Россия, Moscow, 119991; Damanhour
E. Postnikov
Skobeltsyn Institute of Nuclear Physics
Автор, ответственный за переписку.
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
I. Astapov
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
P. Bezyazeekov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
V. Boreyko
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
A. Borodin
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
N. Budnev
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
R. Wischnewski
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Германия, Zeuthen, D-15738
A. Garmash
Novosibirsk State University; Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Россия, Novosibirsk, 630090; Novosibirsk, 630090
A. Gafarov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
N. Gorbunov
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
V. Grebenyuk
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
O. Gress
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
T. Gress
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Grinyuk
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
O. Grishin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Dyachok
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Zagorodnikov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
V. Zurbanov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Ivanova
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
Y. Kazarina
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
N. Kalmykov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
N. Karpov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
V. Kindin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
P. Kirilenko
Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Россия, Novosibirsk, 630090
S. Kiryuhin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
V. Kozhin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
R. Kokoulin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
K. Kompaniets
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
E. Korosteleva
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
E. Kravchenko
Budker Institute of Nuclear Physics, Siberian Branch; Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Россия, Novosibirsk, 630090; Hamburg, D-22761
L. Kuzmichev
Skobeltsyn Institute of Nuclear Physics; Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991; Irkutsk, 664020
M. Kunnas
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Германия, Hamburg, D-22761
A. Chiavassa
Physics Department; National Institute of Nuclear Physics INFN
Email: evgeny.post@gmail.com
Италия, Turin, 10125; Turin, 10125
A. Lagutin
Altai State University
Email: evgeny.post@gmail.com
Россия, Barnaul, 656049
V. Lenok
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
B. Lubsandorzhiev
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Moscow, 117312
N. Lubsandorzhiev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
R. Mirgazov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
R. Mirzoyan
Max Planck Institute for Physics
Email: evgeny.post@gmail.com
Германия, München, D-80805
R. Monkhoev
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
H. Motaweh
Damanhour University
Email: evgeny.post@gmail.com
Египет, Damanhour
R. Nachtigall
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Германия, Hamburg, D-22761
E. Osipova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
M. Panasyuk
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
L. Pankov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Pakhorukov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Petrukhin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
V. Poleschuk
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
M. Popesku
Institute of Space Science
Email: evgeny.post@gmail.com
Румыния, Bucharest, 050107
E. Popova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
A. Porelli
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Германия, Zeuthen, D-15738
V. Prosin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
V. Ptuskin
Pushkov Institute of Terrestrial Magnetism, Ionosphere, and Radio Wave Propagation
Email: evgeny.post@gmail.com
Россия, Troitsk, Moscow oblast, 108840
A. Pushnin
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
R. Raikin
Altai State University
Email: evgeny.post@gmail.com
Россия, Barnaul, 656049
G. Rubtsov
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Moscow, 117312
Ya. Sagan
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
V. Samoliga
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
L. Sveshnikova
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
Yu. Semeney
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
A. Sidorenkov
Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Moscow, 117312
A. Silaev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
A. Silaev
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
A. Skurikhin
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
M. Slunecka
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
A. Sokolov
Novosibirsk State University; Budker Institute of Nuclear Physics, Siberian Branch
Email: evgeny.post@gmail.com
Россия, Novosibirsk, 630090; Novosibirsk, 630090
V. Sulakov
Skobeltsyn Institute of Nuclear Physics
Email: evgeny.post@gmail.com
Россия, Moscow, 119991
V. Tabolenko
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
B. Tarashansky
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
L. Tkachev
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
A. Tkachenko
Joint Institute for Nuclear Research
Email: evgeny.post@gmail.com
Россия, Dubna, Moscow oblast, 141980
M. Tluczykont
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Германия, Hamburg, D-22761
O. Fedorov
Research Institute of Applied Physics
Email: evgeny.post@gmail.com
Россия, Irkutsk, 664020
D. Horns
Institut für Experimentalphysik
Email: evgeny.post@gmail.com
Германия, Hamburg, D-22761
C. Spiering
Deutsches Elektronen-Synchrotron DESY
Email: evgeny.post@gmail.com
Германия, Zeuthen, D-15738
I. Yashin
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: evgeny.post@gmail.com
Россия, Moscow, 115409
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