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