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Study of muons from ultrahigh energy cosmic ray air showers measured with the Telescope Array experimentopen access

Authors
Abbasi, R. U.Abe, M.Abu-Zayyad, T.Allen, M.Azuma, R.Barcikowski, E.Belz, J. W.Bergman, D. R.Blake, S. A.Cady, R.Cheon, B. G.Chiba, J.Chikawa, M.Di Matteo, A.Fujii, T.Fujita, K.Fukushima, M.Furlich, G.Goto, T.Hanlon, W.Hayashi, M.Hayashi, Y.Hayashida, N.Hibino, K.Honda, K.Ikeda, D.Inoue, N.Ishii, T.Ishimori, R.Ito, H.Ivanov, D.Jeong, H. M.Jeong, S.Jui, C. C. H.Kadota, K.Kakimoto, F.Kalashev, O.Kasahara, K.Kawai, H.Kawakami, S.Kawana, S.Kawata, K.Kido, E.Kim, H. B.Kim, J. H.Kim, J. H.Kishigami, S.Kitamura, S.Kitamura, Y.Kuzmin, V.Kuznetsov, M.Kwon, Y. J.Lee, K. H.Lubsandorzhiev, B.Lundquist, J. P.Machida, K.Martens, K.Matsuyama, T.Matthews, J. N.Mayta, R.Minamino, M.Mukai, K.Myers, I.Nagasawa, K.Nagataki, S.Nakamura, R.Nakamura, T.Nonaka, T.Oda, H.Ogio, S.Ogura, J.Ohnishi, M.Ohoka, H.Okuda, T.Omura, Y.Ono, M.Onogi, R.Oshima, A.Ozawa, S.Park, I. H.Pshirkov, M. S.Remington, J.Rodriguez, D. C.Rubtsov, G.Ryu, D.Sagawa, H.Sahara, R.Saito, K.Saito, Y.Sakaki, N.Sakurai, N.Scott, L. M.Seki, T.Sekino, K.Shah, P. D.Shibata, F.Shibata, T.Shimodaira, H.Shin, B. K.Shin, H. S.Smith, J. D.Sokolsky, P.Stokes, B. T.Stratton, S. R.Stroman, T. A.Suzawa, T.Takagi, Y.Takahashi, Y.Takamura, M.Takeda, M.Takeishi, R.Taketa, A.Takita, M.Tameda, Y.Tanaka, H.Tanaka, K.Tanaka, M.Thomas, S. B.Thomson, G. B.Tinyakov, P.Tkachev, I.Tokuno, H.Tomida, T.Troitsky, S.Tsunesada, Y.Tsutsumi, K.Uchihori, Y.Udo, S.Urban, F.Wong, T.Yamamoto, M.Yamane, R.Yamaoka, H.Yamazaki, K.Yang, J.Yashiro, K.Yoneda, Y.Yoshida, S.Yoshii, H.Zhezher, Y.Zundel, Z.
Issue Date
Jul-2018
Publisher
AMER PHYSICAL SOC
Citation
PHYSICAL REVIEW D, v.98, no.2
Indexed
SCIE
SCOPUS
Journal Title
PHYSICAL REVIEW D
Volume
98
Number
2
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/149743
DOI
10.1103/PhysRevD.98.022002
ISSN
2470-0010
Abstract
One of the uncertainties in the interpretation of ultrahigh energy cosmic ray data comes from the hadronic interaction models used for air shower Monte Carlo (MC) simulations. The number of muons observed at the ground from ultrahigh energy cosmic ray-induced air showers is expected to depend upon the hadronic interaction model. One may therefore test the hadronic interaction models by comparing the measured number of muons with the MC prediction. In this paper, we present the results of studies of muon densities in ultrahigh energy extensive air showers obtained by analyzing the signal of surface detector stations which should have high muon purity. The muon purity of a station will depend on both the inclination of the shower and the relative position of the station. In seven years' data from the Telescope Array experiment, we find that the number of particles observed for signals with an expected muon purity of similar to 65% at a lateral distance of 2000 m from the shower core is 1.72 +/- 0.10(stat) +/- 0.37(syst) times larger than the MC prediction value using the QGSJET II-03 model for proton-induced showers. A similar effect is also seen in comparisons with other hadronic models such as QGSJET II-04, which shows a 1.67 +/- 0.10 +/- 0.36 excess. We also studied the dependence of these excesses on lateral distances and found a slower decrease of the lateral distribution of muons in the data as compared to the MC, causing larger discrepancy at larger lateral distances.
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