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1. Anisotropy search in the Ultra High Energy Cosmic Ray Spectrum in the Northern Hemisphere using latest data obtained with Telescope Array surface detector

Author

Grigory Rubtsov, John Matthews, Norimichi Shibata, Y. Omura, J. Yang, Fumiya Shibata, Shingo Kawana, M. Ohnishi, Taichi Inadomi, Matt Potts, William Hanlon, Monica Allen, Bokkyun Shin, Fugo Yoshida, Yuma Shibasaki, ByongGu Cheon, Ben Stokes, Douglas Bergman, Jyunsei Chiba, Dongsu Ryu, Toshihiro Fujii, Koki Sato, Yasunori Saito, M. Yamamoto, Hirokazu Iwakura, Y. Takagi, Ryuhei Arimura, Hideyuki Ohoka, Yuto Kubota, Federico R. Urban, Nobuyuki Sakurai, Kengo Sano, Mikhail Kuznetsov, Heungsu Shin, Ivan Kharuk, Yukio Uchihori, Keitaro Fujita, K. H. Lee, Jihee Kim, Yoshiki Tsunesada, Daisuke Ikeda, Hirotaka Ito, Sergey Troitsky, Yuto Arai, Ryota Onogi, J. H. Kim, Maxim Pshirkov, Takeshi Okuda, Y. Nakamura, Kohei Yada, Charlie Jui, BayarJon Paul Lubsandorzhiev, Mayuko Minamino, Hiroyuki Matsumiya, Igor Tkachev, R. Mayta, Hideki Tanaka, Naohiro Sone, Ryosuke Tsuda, Tiffany Wong, Taka Tomida, J. Remington, Masaki Fukushima, Takafumi Uehama, Aoi Iwasaki, Daiki Shinto, Hideaki Shimodaira, Hyoming Jeong, Shoichi Kishigami, Soomin Jeong, Shigeharu Udo, Eiji Kido, Hiroyuki Sagawa, Takashi Sako, Ryo Higuchi, Hisono Tokuno, H. Oda, Gordon Thomson, Tom Stroman, Priti Shah, Ryo Nakamura, Robert Cady, Kazuhiro Machida, Masahiro Takeda, Pierre Sokolsky, Naoaki Hayashida, Ken Honda, Tatsunobu Shibata, T. Seki, G. Furlich, Takaaki Ishii, R. Sahara, Fumio Kakimoto, Naoya Inoue, Akitoshi Oshima, Vladim Kuzmin, Ryuji Takeishi, Ryota Fukushima, Shigehiro Nagataki, Shunsuke Ozawa, K. Yamazaki, Masaomi Ono, Elliott Barcikowski, Toshiyuki Nonaka, Saori Kasami, Tareq Abu-Zayyad, Zach Zundel, Yana Zhezher, Kenta Yashiro, Dmitri Ivanov, D. C. Rodriguez, Ricardo Gonzalez, Samuel Blake, Sang Woo Kim, Kinya Hibino, Shoichi Ogio, Keijiro Mukai, HangBae Kim, Yusuke Kimura, Rasha Abbasi, Koichi Tanaka, Yuya Oku, Michiyuki Chikawa, Jon Paul Lundquist, Katsuaki Kasahara, Stanton Thomas, Katsumasa Kawata, Oleg Kalashev, Yuichiro Tameda, Tomoyuki Nakamura, Tsubasa Yoshioka, Arata Nakazawa, Masato Takita, Toru Nakamura, Telescope Array, Min Hyo Kim, Toshio Matsuyama, Kei Nakai, Ryota Fujiwara, Kenichi Kadota, Manobu Tanaka, Il Hung Park, Naoto Sakaki, S. Kawakami, Akimichi Taketa, Eiji Nishio, Hideyuki Kawai, Shinnosuke Kurisu, Jeremy Smith, Isaac Myers, Youngjoon Kwon, John Belz, Koichi Sekino, P. Tinyakov, Y. Takahashi, Mai Takamura, Yuta Tanoue, Motoki Hayashi, and Kozo Fujisue

Subjects
Surface (mathematics), Telescope, Physics, law, Detector, Northern Hemisphere, Astrophysics, Ultra-high-energy cosmic ray, Anisotropy, law.invention
Published
2021
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2. The measurements of the cosmic ray energy spectrum and the depth of maximum shower development of Telescope Array Hybrid trigger events

Author

Katsuaki Kasahara, Shinnosuke Kurisu, Katsumasa Kawata, Shingo Kawana, William Hanlon, Tsubasa Yoshioka, R. Sahara, Hideaki Shimodaira, Hyoming Jeong, Ryo Higuchi, Norimichi Shibata, Monica Allen, Bokkyun Shin, Jeremy Smith, Y. Omura, Vladim Kuzmin, G. Furlich, Takaaki Ishii, Akimichi Taketa, Toshio Matsuyama, Eiji Nishio, ByongGu Cheon, K. Yamazaki, Tareq Abu-Zayyad, Toshiyuki Nonaka, Hideyuki Ohoka, D. C. Rodriguez, Fumiya Shibata, Hiroyuki Matsumiya, Fugo Yoshida, HangBae Kim, Hiroyuki Sagawa, Ricardo Gonzalez, Pierre Sokolsky, Tatsunobu Shibata, Hideyuki Kawai, Takafumi Uehama, Manobu Tanaka, Rasha Abbasi, Takeshi Okuda, Youngjoon Kwon, John Belz, Yuma Shibasaki, Shigehiro Nagataki, Matt Potts, Yana Zhezher, Mikhail Kuznetsov, Akitoshi Oshima, Igor Tkachev, Sang Woo Kim, Eiji Kido, Koichi Tanaka, K. H. Lee, Jihee Kim, Kazuhiro Machida, Isaac Myers, Naohiro Sone, Shunsuke Ozawa, Hideki Tanaka, Heungsu Shin, Douglas Bergman, Gordon Thomson, Ryo Nakamura, Jon Paul Lundquist, Tom Stroman, Robert Cady, Yuta Tanoue, Ben Stokes, H. Oda, Grigory Rubtsov, Tomoyuki Nakamura, Yasunori Saito, Yuto Arai, Motoki Hayashi, Ryota Fujiwara, Federico R. Urban, Nobuyuki Sakurai, Ryosuke Tsuda, Hirotaka Ito, Hisono Tokuno, Elliott Barcikowski, Charlie Jui, Soomin Jeong, Naoto Sakaki, Kozo Fujisue, BayarJon Paul Lubsandorzhiev, Mayuko Minamino, Yuya Oku, Oleg Kalashev, Dmitri Ivanov, Fumio Kakimoto, Arata Nakazawa, Kenta Yashiro, Kei Nakai, T. Seki, Naoya Inoue, Keijiro Mukai, Min Hyo Kim, Yusuke Kimura, S. Kawakami, Stanton Thomas, M. Ohnishi, Taichi Inadomi, Koki Sato, Sergey Troitsky, Kengo Sano, Aoi Iwasaki, Toshihiro Fujii, Michiyuki Chikawa, Toru Nakamura, Taka Tomida, J. Remington, Kenichi Kadota, Yuto Kubota, Il Hung Park, Saori Kasami, Y. Nakamura, Kohei Yada, Koichi Sekino, Naoaki Hayashida, P. Tinyakov, Ryuji Takeishi, Ryuhei Arimura, Yoshiki Tsunesada, Daisuke Ikeda, Tiffany Wong, Masaki Fukushima, Takashi Sako, Zach Zundel, John Matthews, J. Yang, Daiki Shinto, Priti Shah, Jyunsei Chiba, Dongsu Ryu, Masahiro Takeda, Ken Honda, Hirokazu Iwakura, Y. Takagi, Shigeharu Udo, Keitaro Fujita, Ryota Fukushima, Ivan Kharuk, M. Yamamoto, Yukio Uchihori, Ryota Onogi, J. H. Kim, R. Mayta, Kinya Hibino, Yuichiro Tameda, Masato Takita, Shoichi Kishigami, Y. Takahashi, Mai Takamura, Masaomi Ono, Telescope Array, Samuel Blake, Shoichi Ogio, and Maxim Pshirkov

Subjects
Telescope, Physics, Shower, law, Energy spectrum, Astronomy, Cosmic ray, law.invention
Published
2021
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3. Mass composition of Telescope Array's surface detectors events using deep learning

Author

Hideaki Shimodaira, Hyoming Jeong, Hiroyuki Sagawa, Fumiya Shibata, Ryuji Takeishi, Ryo Higuchi, Youngjoon Kwon, John Belz, Hideyuki Ohoka, Ryo Nakamura, Rasha Abbasi, Daiki Shinto, Ryuhei Arimura, Koichi Tanaka, Yoshiki Tsunesada, Daisuke Ikeda, Michiyuki Chikawa, Tiffany Wong, Masaki Fukushima, Matt Potts, Yuma Shibasaki, Priti Shah, Jon Paul Lundquist, K. Yamazaki, Pierre Sokolsky, Katsuaki Kasahara, Katsumasa Kawata, Tareq Abu-Zayyad, Fugo Yoshida, Masahiro Takeda, Takashi Sako, Ken Honda, Zach Zundel, Shigehiro Nagataki, Yana Zhezher, Ben Stokes, Tsubasa Yoshioka, Kenta Yashiro, Sergey Troitsky, R. Sahara, Douglas Bergman, Sang Woo Kim, Taka Tomida, Shingo Kawana, Charlie Jui, BayarJon Paul Lubsandorzhiev, J. Remington, Mayuko Minamino, Mikhail Kuznetsov, Min Hyo Kim, Shinnosuke Kurisu, William Hanlon, Ryota Fujiwara, Elliott Barcikowski, Dmitri Ivanov, Monica Allen, Naoto Sakaki, Tomoyuki Nakamura, G. Furlich, Takaaki Ishii, Federico R. Urban, Nobuyuki Sakurai, Saori Kasami, Keijiro Mukai, Bokkyun Shin, Toshio Matsuyama, K. H. Lee, Jihee Kim, Gordon Thomson, Ryota Fukushima, Samuel Blake, Shoichi Ogio, Hirotaka Ito, Yusuke Kimura, Tom Stroman, Robert Cady, Naoaki Hayashida, Norimichi Shibata, Y. Omura, S. Kawakami, D. C. Rodriguez, Keitaro Fujita, Jeremy Smith, HangBae Kim, Takeshi Okuda, Igor Tkachev, Akimichi Taketa, Hideki Tanaka, Stanton Thomas, Naohiro Sone, Isaac Myers, Eiji Nishio, Yuya Oku, Aoi Iwasaki, Oleg Kalashev, Hiroyuki Matsumiya, Toshihiro Fujii, Hisono Tokuno, H. Oda, Jyunsei Chiba, Grigory Rubtsov, Dongsu Ryu, Manobu Tanaka, Yuto Kubota, Koichi Sekino, Takafumi Uehama, Maxim Pshirkov, Hideyuki Kawai, P. Tinyakov, Toru Nakamura, Kenichi Kadota, M. Ohnishi, Y. Nakamura, Il Hung Park, Kohei Yada, Hirokazu Iwakura, Taichi Inadomi, Y. Takagi, Y. Takahashi, Mai Takamura, Eiji Kido, Kazuhiro Machida, Arata Nakazawa, Koki Sato, John Matthews, Toshiyuki Nonaka, Kei Nakai, Ivan Kharuk, J. Yang, Ricardo Gonzalez, Kengo Sano, Yasunori Saito, Yuta Tanoue, Fumio Kakimoto, Motoki Hayashi, Yuichiro Tameda, Kozo Fujisue, Shoichi Kishigami, Masaomi Ono, Masato Takita, Telescope Array, Shigeharu Udo, Kinya Hibino, M. Yamamoto, Yukio Uchihori, Ryota Onogi, J. H. Kim, R. Mayta, Vladim Kuzmin, Ryosuke Tsuda, Soomin Jeong, T. Seki, Naoya Inoue, Heungsu Shin, Yuto Arai, Tatsunobu Shibata, Akitoshi Oshima, Shunsuke Ozawa, and ByongGu Cheon

Subjects
Surface (mathematics), Telescope, Physics, Optics, business.industry, law, Deep learning, Detector, Artificial intelligence, Mass composition, business, law.invention
Published
2021
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4. UHECR mass composition from anisotropy of their arrival directions with the Telescope Array SD

Author

Katsuaki Kasahara, Ryota Fukushima, Takeshi Okuda, Igor Tkachev, Katsumasa Kawata, Daiki Shinto, Naohiro Sone, ByongGu Cheon, Shoichi Kishigami, Norimichi Shibata, Manobu Tanaka, Grigory Rubtsov, Ryuhei Arimura, M. Yamamoto, H. Oda, Masaomi Ono, Priti Shah, Y. Omura, Yoshiki Tsunesada, Tsubasa Yoshioka, Daisuke Ikeda, Masahiro Takeda, Tiffany Wong, Mikhail Kuznetsov, Ken Honda, K. H. Lee, Jihee Kim, Kenta Yashiro, Gordon Thomson, Hideyuki Ohoka, Yuichiro Tameda, Yukio Uchihori, Masaki Fukushima, Hiroyuki Sagawa, R. Sahara, Charlie Jui, Jyunsei Chiba, Dongsu Ryu, Tom Stroman, Fugo Yoshida, Robert Cady, Ryota Onogi, J. H. Kim, Shinnosuke Kurisu, Shingo Kawana, Ryota Fujiwara, BayarJon Paul Lubsandorzhiev, William Hanlon, Hirokazu Iwakura, Y. Takagi, R. Mayta, Hiroyuki Matsumiya, Koichi Tanaka, Mayuko Minamino, Vladim Kuzmin, Hideaki Shimodaira, Ivan Kharuk, Jon Paul Lundquist, Naoto Sakaki, Youngjoon Kwon, Kinya Hibino, John Belz, Ryo Nakamura, Hyoming Jeong, Michiyuki Chikawa, Keitaro Fujita, Takafumi Uehama, Saori Kasami, Fumiya Shibata, Ryo Higuchi, Yuya Oku, M. Ohnishi, Takashi Sako, Masato Takita, Eiji Kido, Toshiyuki Nonaka, Taichi Inadomi, Oleg Kalashev, Ryosuke Tsuda, Soomin Jeong, Ricardo Gonzalez, Rasha Abbasi, Kazuhiro Machida, Toshio Matsuyama, Min Hyo Kim, Matt Potts, Koki Sato, Kengo Sano, K. Yamazaki, Tareq Abu-Zayyad, Hideki Tanaka, Zach Zundel, S. Kawakami, Yasunori Saito, Peter Tinyakov, Samuel Blake, Shoichi Ogio, Shigeharu Udo, T. Seki, Toru Nakamura, Naoya Inoue, Jeremy Smith, John Matthews, J. Yang, Monica Allen, Kenichi Kadota, Hisono Tokuno, Yuta Tanoue, Akimichi Taketa, Bokkyun Shin, Eiji Nishio, Il Hung Park, Motoki Hayashi, Ben Stokes, Kozo Fujisue, Heungsu Shin, Federico R. Urban, Nobuyuki Sakurai, Hideyuki Kawai, Yuma Shibasaki, Koichi Sekino, Yuto Arai, Douglas Bergman, Tatsunobu Shibata, Y. Takahashi, Mai Takamura, Akitoshi Oshima, Shunsuke Ozawa, Maxim Pshirkov, Fumio Kakimoto, Sergey Troitsky, Taka Tomida, J. Remington, Naoaki Hayashida, Toshihiro Fujii, Yuto Kubota, Y. Nakamura, Kohei Yada, Elliott Barcikowski, Dmitri Ivanov, Keijiro Mukai, Yusuke Kimura, Stanton Thomas, Aoi Iwasaki, Tomoyuki Nakamura, Ryuji Takeishi, Pierre Sokolsky, Shigehiro Nagataki, Yana Zhezher, Isaac Myers, Sang Woo Kim, Hirotaka Ito, G. Furlich, Takaaki Ishii, D. C. Rodriguez, HangBae Kim, Arata Nakazawa, and Kei Nakai

Subjects
Telescope, Physics, law, Astrophysics, Mass composition, Anisotropy, law.invention
Published
2021
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5. Search for Large-scale Anisotropy on Arrival Directions of Ultra-high-energy Cosmic Rays Observed with the Telescope Array Experiment

Author

Takashi Sako, Hideaki Shimodaira, Hyoming Jeong, Ryo Higuchi, Inkyu Park, Kenta Yashiro, R. U. Abbasi, Tareq Abu-Zayyad, R. Azuma, Fumiya Shibata, F. Kakimoto, R. Ishimori, Daisuke Ikeda, K. Yamazaki, H. Kawai, Tiffany Wong, R. Takeishi, Masaki Fukushima, Maxim Pshirkov, Hongsu Kim, B. K. Shin, Hideki Tanaka, Toshiyuki Fujii, B. G. Cheon, T. Seki, John Belz, K. Kawata, BayarJon Paul Lubsandorzhiev, Akimichi Taketa, Min Hyo Kim, G. Furlich, Takaaki Ishii, Mayuko Minamino, K. Honda, Takayuki Tomida, Seok Ho Jeong, K. H. Lee, Yuta Tanoue, Masaaki Tanaka, D. C. Rodriguez, T.-A. Shibata, S. Kawakami, Motoki Hayashi, Zach Zundel, Peter Tinyakov, Samuel Blake, Gordon Thomson, Ben Stokes, Tom Stroman, Robert Cady, J. P. Lundquist, Shoichi Ogio, Kozo Fujisue, Hiroyuki Sagawa, M. Yamamoto, M. Yosei, Hidemi Ito, Grigory Rubtsov, Koichi Sekino, Kiyoshi Tanaka, D. R. Bergman, T. Suzawa, Y. Zhezher, Heungsu Shin, Isaac Myers, Katsuaki Kasahara, Y. Takahashi, Mai Takamura, Nobuyuki Sakurai, Yuya Oku, Oleg Kalashev, K. Hibino, Shoichi Kishigami, M. Allen, Sergey Troitsky, Toru Nakamura, Kenichi Kadota, T. Matsuyama, S. Ozawa, Masaomi Ono, Toshiyuki Nonaka, Y. Uchihori, Kei Nakai, Ryota Onogi, A. Di Matteo, J. Remington, Hideyuki Ohoka, R. Mayta, Vladim Kuzmin, Ryota Fujiwara, Keitaro Fujita, Saori Kasami, Shingo Kawana, Naoto Sakaki, Naoaki Hayashida, Yoshihiko Nakamura, William Hanlon, Priti Shah, T. Okuda, J. Yang, Masato Takita, R. Sahara, Pierre Sokolsky, M. Takeda, Shigehiro Nagataki, M. Abe, Akitoshi Oshima, Y. Tsunesada, H. Tokuno, Younghoon Kwon, J. D. Smith, J. H. Kim, Elliott Barcikowski, Dmitri Ivanov, Keijiro Mukai, Jyunsei Chiba, Dongsu Ryu, Hirokazu Iwakura, Y. Takagi, Kohei Yada, Y. Omura, Igor Tkachev, Naohiro Sone, H. Oda, N. Inoue, M. Ohnishi, Taichi Inadomi, Federico R. Urban, S. Udo, C. C. H. Jui, Kengo Sano, S. B. Thomas, Yasunori Saito, Yuichiro Tameda, John N. Matthews, S. W. Kim, Hiroyuki Matsumiya, M. Chikawa, Takafumi Uehama, Eiji Kido, M. V. Kuznetsov, Kazuhiro Machida, and Ryo Nakamura

Subjects
Physics, Pierre Auger Observatory, High Energy Astrophysical Phenomena (astro-ph.HE), 010504 meteorology & atmospheric sciences, Astrophysics::High Energy Astrophysical Phenomena, Astrophysics::Instrumentation and Methods for Astrophysics, FOS: Physical sciences, Astronomy and Astrophysics, Cosmic ray, 01 natural sciences, Auger, Computational physics, law.invention, Telescope, Dipole, Amplitude, Space and Planetary Science, law, 0103 physical sciences, Ultra-high-energy cosmic ray, Astrophysics - High Energy Astrophysical Phenomena, Anisotropy, 010303 astronomy & astrophysics, 0105 earth and related environmental sciences
Abstract

Motivated by the detection of a significant dipole structure in the arrival directions of ultrahigh-energy cosmic rays above 8 EeV reported by the Pierre Auger Observatory (Auger), we search for a large-scale anisotropy using data collected with the surface detector array of the Telescope Array Experiment (TA). With 11 years of TA data, a dipole structure in a projection of the right ascension is fitted with an amplitude of 3.3+- 1.9% and a phase of 131 +- 33 degrees. The corresponding 99% confidence-level upper limit on the amplitude is 7.3%. At the current level of statistics, the fitted result is compatible with both an isotropic distribution and the dipole structure reported by Auger., Comment: 6 pages, 3 figures, 1 table, Proofed title. Added journal reference and DOI

Published
2020
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6. Gamma Ray Showers Observed at Ground Level in Coincidence With Downward Lightning Leaders

Author

Fumiya Shibata, R. W. Springer, Maxim Pshirkov, John Belz, Akitoshi Oshima, Hiroyuki Sagawa, Fumio Kakimoto, D. R. Bergman, Zach Zundel, K. Hibino, Koichi Sekino, K. Kasahara, Y. Tsunesada, Hideaki Shimodaira, Ryo Nakamura, R. LeVon, Hongsu Kim, Kazuo Saito, Shoichi Kishigami, Heungsu Shin, Shunsuke Ozawa, Mayuko Minamino, K. Honda, Hidemi Ito, K. Martens, Toshitsugu Fujii, M. Yamamoto, Y. Yoneda, N. Inoue, G. Vasiloff, Ryuji Takeishi, Masato Takita, Nobuyuki Sakurai, Masaomi Ono, Priti Shah, Hideki Tanaka, Grigory Rubtsov, M. Ohnishi, H. Yoshii, Ryota Onogi, Ben Stokes, Daisuke Ikeda, Elliott Barcikowski, Sergey Troitsky, Masaaki Tanaka, T. Matuyama, Vladim Kuzmin, Jyunsei Chiba, Dongsu Ryu, M. Allen, Helio Takai, Takayuki Tomida, Dmitri Ivanov, Tiffany Wong, B. G. Cheon, Keijiro Mukai, S. Jeong, Masaki Fukushima, B. K. Shin, K. Oki, Federico R. Urban, J. Remington, S. Udo, C. C. H. Jui, Tareq Abu-Zayyad, R. Yamane, Peter Tinyakov, Samuel Blake, Shoichi Ogio, Rasha Abbasi, William Rison, H. Kawai, Michiyuki Chikawa, M. Byrne, Naoaki Hayashida, S. Kawakami, Kiyoshi Tanaka, S. B. Thomas, Akimichi Taketa, Y. Hayashi, Toru Nakamura, K. Kawata, T. Seki, Kenichi Kadota, J. Lan, Igor Tkachev, R. Cady, J. P. Lundquist, G. Furlich, Takaaki Ishii, D. Rodeheffer, Toshiyuki Nonaka, T.-A. Shibata, Gordon Thomson, S. Yoshida, Hiroshi Yamaoka, Tom Stroman, Naoto Sakaki, Kenta Yashiro, D. C. Rodriguez, Isaac Myers, Inkyu Park, Y. Uchihori, H. Tokuno, K. Yamazaki, J. D. Smith, Yuichiro Tameda, John N. Matthews, William Hanlon, T. Okuda, J. H. Kim, J. Yang, Y. J. Kwon, Hideyuki Ohoka, Paul R. Krehbiel, T. Goto, Eiji Kido, Pierre Sokolsky, Kazuhiro Machida, M. Takeda, Shigehiro Nagataki, R. J. Thomas, and O. Kalashev

Subjects
Atmospheric Science, 010504 meteorology & atmospheric sciences, Astrophysics::High Energy Astrophysical Phenomena, FOS: Physical sciences, Astrophysics, Radiation, 01 natural sciences, High Energy Physics - Experiment, law.invention, Telescope, High Energy Physics - Experiment (hep-ex), Electron avalanche, law, 0103 physical sciences, Earth and Planetary Sciences (miscellaneous), Cosmic-ray observatory, 010303 astronomy & astrophysics, 0105 earth and related environmental sciences, High Energy Astrophysical Phenomena (astro-ph.HE), Physics, Lightning detection, Astrophysics::Instrumentation and Methods for Astrophysics, Gamma ray, Lightning, Physics - Atmospheric and Oceanic Physics, Geophysics, 13. Climate action, Space and Planetary Science, Atmospheric and Oceanic Physics (physics.ao-ph), Satellite, Astrophysics - High Energy Astrophysical Phenomena
Abstract

Bursts of gamma ray showers have been observed in coincidence with downward propagating negative leaders in lightning flashes by the Telescope Array Surface Detector (TASD). The TASD is a 700~square kilometer cosmic ray observatory located in southwestern Utah, U.S.A. In data collected between 2014 and 2016, correlated observations showing the structure and temporal development of three shower-producing flashes were obtained with a 3D lightning mapping array, and electric field change measurements were obtained for an additional seven flashes, in both cases co-located with the TASD. National Lightning Detection Network (NLDN) information was also used throughout. The showers arrived in a sequence of 2--5 short-duration ($\le$10~$\mu$s) bursts over time intervals of several hundred microseconds, and originated at an altitude of $\simeq$3--5 kilometers above ground level during the first 1--2 ms of downward negative leader breakdown at the beginning of cloud-to-ground lightning flashes. The shower footprints, associated waveforms and the effect of atmospheric propagation indicate that the showers consist primarily of downward-beamed gamma radiation. This has been supported by GEANT simulation studies, which indicate primary source fluxes of $\simeq$$10^{12}$--$10^{14}$ photons for $16^{\circ}$ half-angle beams. We conclude that the showers are terrestrial gamma-ray flashes (TGFs), similar to those observed by satellites, but that the ground-based observations are more representative of the temporal source activity and are also more sensitive than satellite observations, which detect only the most powerful TGFs.

Published
2018
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7. The bursts of high energy events observed by the telescope array surface detector

Author

Hiroshi Yamaoka, T. Suzawa, Robert M. Anderson, Hideaki Shimodaira, Isaac Myers, M. Abe, Kenta Yashiro, T. Goto, Elliott Barcikowski, Dmitri Ivanov, Keijiro Mukai, Maxim Pshirkov, Sergey Troitsky, A. L. Sampson, Takaaki Ishii, Kanako Yamazaki, Priti Shah, K. Tsutsumi, S. Kitamura, Fumiya Shibata, D. C. Rodriguez, Hidemi Ito, S. Kawakami, J. P. Lundquist, Keiji Saito, Igor Tkachev, R. Ishimori, John Belz, R. W. Springer, Pierre Sokolsky, Naoaki Hayashida, Akimichi Taketa, Ben Stokes, K. Oki, Koichi Sekino, H. Yoshii, Tareq Abu-Zayyad, R. Yamane, Federico R. Urban, Kiyoshi Tanaka, Y. Yoneda, N. Inoue, M. Ohnishi, Michiyuki Chikawa, Hiroyuki Sagawa, R. Zollinger, S. Udo, C. C. H. Jui, Heungsu Shin, M. Takeda, Shigehiro Nagataki, Ryuji Takeishi, Akitoshi Oshima, Y. Uchihori, Y. J. Kwon, Hideyuki Ohoka, K. Nagasawa, S. B. Thomas, Tomohiro Matsuda, H. Kawai, Mai Takamura, T.-A. Shibata, Fumio Kakimoto, Peter Tinyakov, Gordon Thomson, K. Hibino, Samuel Blake, Byung Gu Cheon, Tom Stroman, Robert Cady, Shoichi Ogio, Zach Zundel, Hang Bae Kim, G. Vasiloff, L. M. Scott, J. Ogura, K. Martens, Hideki Tanaka, Jyunsei Chiba, Dongsu Ryu, B. K. Shin, Takayuki Tomida, Masato Takita, Mayuko Minamino, K. Honda, Yasunori Kitamura, Rasha Abbasi, A. Nozato, Y. Hayashi, Yoshiki Tsunesada, Daisuke Ikeda, M. Allen, Inkyu Park, S. R. Stratton, K. Kawata, Masaaki Tanaka, Nobuyuki Sakurai, Tiffany Wong, Masaki Fukushima, Douglas Bergman, Takahiro Fujii, V. Kuzmin, Ryota Onogi, J. H. Kim, S. Yoshida, Naoto Sakaki, O. Kalashev, Toru Nakamura, Eiji Kido, Kazuhiro Machida, Kenichi Kadota, T. Matsuyama, S. Ozawa, Yasunori Saito, K. Kasahara, Shoichi Kishigami, R. Azuma, Yuichiro Tameda, John N. Matthews, Masaomi Ono, G. Rubtsov, Shingo Kawana, William Hanlon, T. Okuda, J. Yang, H. Tokuno, J. D. Smith, J. Lan, and Toshiyuki Nonaka

Subjects
Physics, 010504 meteorology & atmospheric sciences, Gamma ray, General Physics and Astronomy, Astronomy, Cosmic ray, Astrophysics, 01 natural sciences, Lightning, Particle detector, law.invention, Telescope, Air shower, law, 0103 physical sciences, Ultra-high-energy cosmic ray, 010306 general physics, 0105 earth and related environmental sciences, Terrestrial gamma-ray flash
Abstract

The Telescope Array (TA) experiment is designed to detect air showers induced by ultra high energy cosmic rays. The TA ground Surface particle Detector (TASD) observed several short-time bursts of air shower like events. These bursts are not likely due to chance coincidence between single shower events. The expectation of chance coincidence is less than 10 − 4 for five-year's observation. We checked the correlation between these bursts of events and lightning data, and found evidence for correlations in timing and position. Some features of the burst events are similar to those of a normal cosmic ray air shower, and some are not. On this paper, we report the observed bursts of air shower like events and their correlation with lightning.

Published
2017
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8. Search for EeV protons of galactic origin

Author

R. Ishimori, R. Zollinger, Kenta Yashiro, Yasunori Saito, Yuichiro Tameda, John N. Matthews, K. Nagasawa, J. Yang, Y. J. Kwon, Eiji Kido, Hideyuki Ohoka, Kazuhiro Machida, J. Lan, S. Kitamura, Masato Takita, M. Abe, Byung Gu Cheon, Hidemi Ito, John Belz, Toshiyuki Nonaka, Elliott Barcikowski, Takayuki Tomida, Igor Tkachev, R. Cady, Motoki Hayashi, J. P. Lundquist, Ryuji Takeishi, BayarJon Paul Lubsandorzhiev, K. Hibino, Ben Stokes, Inkyu Park, T. Matsuyama, L. M. Scott, S. Ozawa, Dmitri Ivanov, Keijiro Mukai, Hiroshi Yamaoka, Tomohiro Matsuda, Mayuko Minamino, K. Honda, Y. Yoneda, N. Inoue, Federico R. Urban, A. Nozato, Y. Hayashi, K. Oki, M. Ohnishi, Yasunori Kitamura, T. Goto, S. Udo, C. C. H. Jui, K. Kawata, M. Allen, Douglas Bergman, Yoshiki Tsunesada, Nobuyuki Sakurai, Masaaki Tanaka, Sergey Troitsky, Daisuke Ikeda, Hideaki Shimodaira, Toru Nakamura, Kenichi Kadota, S. R. Stratton, H. Kawai, K. Kasahara, Akitoshi Oshima, S. B. Thomas, O. Kalashev, Shoichi Kishigami, Koichi Sekino, Kanako Yamazaki, Takahiro Fujii, Tiffany Wong, Priti Shah, K. Saito, Masaki Fukushima, Masaomi Ono, Jyunsei Chiba, Dongsu Ryu, B. K. Shin, Grigory Rubtsov, K. Martens, Hideki Tanaka, S. Yoshida, Y. Takahashi, Mai Takamura, Ryota Onogi, J. H. Kim, Vladim Kuzmin, H. Yoshii, Tareq Abu-Zayyad, A. H. Tirone, R. Yamane, Kiyoshi Tanaka, J. Ogura, Naoto Sakaki, Naoaki Hayashida, Peter Tinyakov, Samuel Blake, Maxim Pshirkov, Shoichi Ogio, T.-A. Shibata, Gordon Thomson, Tom Stroman, Zach Zundel, Pierre Sokolsky, Hang Bae Kim, Akimichi Taketa, Heungsu Shin, Rasha Abbasi, M. Takeda, Fumio Kakimoto, Shigehiro Nagataki, Michiyuki Chikawa, K. Tsutsumi, R. Azuma, S. Kawakami, Hiroyuki Sagawa, Y. Uchihori, T. Suzawa, Isaac Myers, Takaaki Ishii, D. C. Rodriguez, Shingo Kawana, William Hanlon, T. Okuda, H. Tokuno, J. D. Smith, and Fumiya Shibata

Subjects
High Energy Astrophysical Phenomena (astro-ph.HE), Physics, 010308 nuclear & particles physics, Astrophysics::High Energy Astrophysical Phenomena, Galactic anticenter, FOS: Physical sciences, Astronomy, Astronomy and Astrophysics, Cosmic ray, Astrophysics::Cosmology and Extragalactic Astrophysics, Astrophysics, Galactic plane, 01 natural sciences, Galactic tide, law.invention, Telescope, law, 0103 physical sciences, Galactic corona, Astrophysics - High Energy Astrophysical Phenomena, Anisotropy, Longitude, 010303 astronomy & astrophysics, Astrophysics::Galaxy Astrophysics
Abstract

Cosmic rays in the energy range $10^{18.0}$ - $10^{18.5}$ eV are thought to have a light, probably protonic, composition. To study their origin one can search for anisotropy in their arrival directions. Extragalactic cosmic rays should be isotropic, but galactic cosmic rays of this type should be seen mostly along the galactic plane, and there should be a shortage of events coming from directions near the galactic anticenter. This is due to the fact that, under the influence of the galactic magnetic field, the transition from ballistic to diffusive behavior is well advanced, and this qualitative picture persists over the whole energy range. Guided by models of the galactic magnetic field that indicate that the enhancement along the galactic plane should have a standard deviation of about 20$^\circ$ in galactic latitude, and the deficit in the galactic anticenter direction should have a standard deviation of about 50$^\circ$ in galactic longitude, we use the data of the Telescope Array surface detector in $10^{18.0}$ to $10^{18.5}$ eV energy range to search for these effects. The data are isotropic. Neither an enhancement along the galactic plane nor a deficit in the galactic anticenter direction is found. Using these data we place an upper limit on the fraction of EeV cosmic rays of galactic origin at 1.3% at 95% confidence level.

Published
2017
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9. Search for Ultra-High-Energy Neutrinos with the Telescope Array Surface Detector

Author

Koichi Sekino, Y. Takahashi, Mai Takamura, S. Kitamura, Hidemi Ito, K. Martens, Yuta Tanoue, Motoki Hayashi, J. P. Lundquist, K. Tsutsumi, John Belz, Heungsu Shin, Vladim Kuzmin, Takashi Sako, Toru Nakamura, Inkyu Park, Kenichi Kadota, Yana Zhezher, Hiroyuki Sagawa, D. R. Bergman, Maxim Pshirkov, Charlie Jui, BayarJon Paul Lubsandorzhiev, Mayuko Minamino, K. Yamazaki, M. Abe, K. H. Lee, K. Honda, Daisuke Ikeda, S. R. Stratton, Yasunori Kitamura, T.-A. Shibata, Gordon Thomson, Toshiyuki Fujii, Ryo Nakamura, Tom Stroman, Robert Cady, Masaaki Tanaka, Fumiya Shibata, M. Yamamoto, Nobuyuki Sakurai, Tiffany Wong, R. Takeishi, L. M. Scott, Hongsu Kim, Y. Hayashi, R. Ishimori, Masaki Fukushima, Kazuo Saito, Ben Stokes, N. Inoue, M. Ohnishi, Y. J. Kwon, Akimichi Taketa, Eiji Kido, B. G. Cheon, H. Kawai, K. Kawata, Federico R. Urban, M. V. Kuznetsov, Ryota Onogi, Hideyuki Ohoka, Pierre Sokolsky, A. Di Matteo, H. Yoshii, S. Udo, Kazuhiro Machida, Hideaki Shimodaira, Hyoming Jeong, M. Takeda, Shigehiro Nagataki, R. Mayta, T. Seki, Seok Ho Jeong, S. B. Thomas, Peter Tinyakov, Samuel Blake, Oleg Kalashev, Shoichi Ogio, Priti Shah, Igor Tkachev, Zach Zundel, S. Kawakami, Fumio Kakimoto, Tareq Abu-Zayyad, K. Nagasawa, H. Oda, H. Tokuno, R. Azuma, Toshiyuki Nonaka, K. Hibino, Kenta Yashiro, Akitoshi Oshima, Y. Tsunesada, Keitaro Fujita, B. K. Shin, H. Yamaoka, Michiyuki Chikawa, Masato Takita, J. D. Smith, Sergey Troitsky, Y. Omura, J. Remington, J. H. Kim, Elliott Barcikowski, Dmitri Ivanov, Jyunsei Chiba, Keijiro Mukai, Naoaki Hayashida, Shingo Kawana, Dongsu Ryu, Y. Takagi, Yasunori Saito, William Hanlon, T. Okuda, J. Yang, Yuichiro Tameda, John N. Matthews, Kohei Yada, Hideki Tanaka, Takayuki Tomida, K. Kasahara, Shoichi Kishigami, Kiyoshi Tanaka, Grigory Rubtsov, M. Allen, Masaomi Ono, R. Sahara, Ryota Fujiwara, Naoto Sakaki, Y. Uchihori, Kei Nakai, Rasha Abbasi, T. Matsuyama, S. Ozawa, T. Suzawa, J. Ogura, Isaac Myers, G. Furlich, Takaaki Ishii, and D. C. Rodriguez

Subjects
High Energy Astrophysical Phenomena (astro-ph.HE), Physics, business.industry, Astrophysics::High Energy Astrophysical Phenomena, Detector, FOS: Physical sciences, General Physics and Astronomy, Flux, Observable, Cosmic ray, 01 natural sciences, law.invention, Telescope, Optics, Distribution function, law, 0103 physical sciences, Alternating decision tree, High Energy Physics::Experiment, Neutrino, 010306 general physics, business, Astrophysics - High Energy Astrophysical Phenomena
Abstract

We present an upper limit on the flux of ultra-high-energy down-going neutrinos for $E > 10^{18}\ \mbox{eV}$ derived with the nine years of data collected by the Telescope Array surface detector (05-11-2008 -- 05-10-2017). The method is based on the multivariate analysis technique, so-called Boosted Decision Trees (BDT). Proton-neutrino classifier is built upon 16 observables related to both the properties of the shower front and the lateral distribution function., 10 pages, 4 figures, accepted to JETP

Published
2019

10. Testing a reported correlation between arrival directions of ultrahigh-energy cosmic rays and a flux pattern from nearby starburst galaxies using Telescope Array data

Author

H. Kawai, Grigory Rubtsov, T. Seki, Hideaki Shimodaira, Hyoming Jeong, Toshitsugu Fujii, Shingo Kawana, G. Furlich, Takaaki Ishii, Oleg Kalashev, William Hanlon, T. Goto, K. Martens, T. Okuda, J. Yang, D. C. Rodriguez, K. Tsutsumi, M. Abe, Y. Uchihori, Elliott Barcikowski, S. Kitamura, Dmitri Ivanov, Hidemi Ito, T. Suzawa, Keijiro Mukai, Hiroyuki Sagawa, Tareq Abu-Zayyad, Maxim Pshirkov, Kenta Yashiro, Yasunori Saito, Toru Nakamura, Isaac Myers, Kenichi Kadota, R. Yamane, R. Sahara, K. Nagasawa, Heungsu Shin, Yuichiro Tameda, John N. Matthews, Ben Stokes, Fumio Kakimoto, M. Allen, L. M. Scott, Y. Hayashi, K. Yamazaki, Vladim Kuzmin, Y. J. Kwon, M. Yamamoto, K. Hibino, K. Kawata, S. Jeong, B. G. Cheon, Hideyuki Ohoka, Charlie Jui, Ryo Nakamura, K. H. Lee, T.-A. Shibata, Gordon Thomson, Nobuyuki Sakurai, Sergey Troitsky, Tom Stroman, Akimichi Taketa, Robert Cady, Kazuo Saito, J. H. Kim, Igor Tkachev, BayarJon Paul Lubsandorzhiev, J. Remington, Mayuko Minamino, K. Honda, John Belz, Yasunori Kitamura, Y. Omura, S. Kawakami, H. Oda, D. R. Bergman, H. Yoshii, Masaaki Tanaka, A. Di Matteo, Inkyu Park, Fumiya Shibata, Ryota Onogi, R. Ishimori, Kiyoshi Tanaka, Naoaki Hayashida, Takayuki Tomida, Y. Yoneda, N. Inoue, M. Ohnishi, Federico R. Urban, Akitoshi Oshima, Y. Tsunesada, Pierre Sokolsky, S. Udo, Hongsu Kim, R. Mayta, M. Takeda, S. B. Thomas, J. Ogura, Shigehiro Nagataki, Yana Zhezher, Eiji Kido, M. V. Kuznetsov, Kazuhiro Machida, K. Kasahara, Shoichi Kishigami, Hideki Tanaka, Zach Zundel, Daisuke Ikeda, R. Azuma, S. R. Stratton, Tiffany Wong, R. Takeishi, Masaki Fukushima, H. Yamaoka, Michiyuki Chikawa, Masaomi Ono, Toshiyuki Nonaka, Keitaro Fujita, B. K. Shin, Priti Shah, Peter Tinyakov, Samuel Blake, Shoichi Ogio, Masato Takita, Motoki Hayashi, J. P. Lundquist, Koichi Sekino, Y. Takahashi, Mai Takamura, Jyunsei Chiba, Dongsu Ryu, Y. Takagi, T. Matsuyama, S. Ozawa, Rasha Abbasi, S. Yoshida, Naoto Sakaki, H. Tokuno, and J. D. Smith

Subjects
High Energy Astrophysical Phenomena (astro-ph.HE), Physics, 010308 nuclear & particles physics, FOS: Physical sciences, Sigma, Flux, Astronomy and Astrophysics, Cosmic ray, Astrophysics, 01 natural sciences, Galaxy, Auger, law.invention, Telescope, Space and Planetary Science, law, 0103 physical sciences, Anisotropy, Astrophysics - High Energy Astrophysical Phenomena, 010303 astronomy & astrophysics, Energy (signal processing)
Abstract

The Pierre Auger Collaboration (Auger) recently reported a correlation between the arrival directions of cosmic rays with energies above 39 EeV and the flux pattern of 23 nearby starburst galaxies (SBGs). In this Letter, we tested the same hypothesis using cosmic rays detected by the Telescope Array experiment (TA) in the 9-year period from May 2008 to May 2017. Unlike the Auger analysis, we did not optimize the parameter values but kept them fixed to the best-fit values found by Auger, namely 9.7% for the anisotropic fraction of cosmic rays assumed to originate from the SBGs in the list and 12.9{\deg} for the angular scale of the correlations. The energy threshold we adopted is 43 EeV, corresponding to 39 EeV in Auger when taking into account the energy-scale difference between two experiments. We find that the TA data is compatible with isotropy to within 1.1{\sigma} and with the Auger result to within 1.4{\sigma}, meaning that it is not capable to discriminate between these two hypotheses., Comment: More accurate title, fixed an inconsistency in the declination range used, with a few figures slightly changing as a result, other minor revisions

Published
2018

11. Study of muons from ultrahigh energy cosmic ray air showers measured with the Telescope Array experiment

Author

S. Kitamura, Hidemi Ito, Kenta Yashiro, Eiji Kido, M. V. Kuznetsov, Kazuhiro Machida, Jyunsei Chiba, Dongsu Ryu, Y. Takagi, Douglas Bergman, Toshiyuki Nonaka, K. Nagasawa, Hideki Tanaka, Elliott Barcikowski, J. H. Kim, T. Goto, G. Furlich, Takaaki Ishii, Y. Omura, Keitaro Fujita, Dmitri Ivanov, Pierre Sokolsky, J. Ogura, Yasunori Saito, B. K. Shin, Igor Tkachev, D. C. Rodriguez, R. Sahara, M. Takeda, Shigehiro Nagataki, Keijiro Mukai, Yuichiro Tameda, John N. Matthews, Akimichi Taketa, Rasha Abbasi, H. Oda, K. Yamazaki, M. Yamamoto, L. M. Scott, Nobuyuki Sakurai, T. Suzawa, Y. Yoneda, N. Inoue, M. Ohnishi, Sergey Troitsky, J. Remington, Y. Hayashi, Inkyu Park, Federico R. Urban, S. Udo, C. C. H. Jui, Isaac Myers, Y. J. Kwon, Hideyuki Ohoka, K. Kawata, Ryota Onogi, Koichi Sekino, A. Di Matteo, K. H. Lee, S. B. Thomas, T.-A. Shibata, Naoaki Hayashida, Takayuki Tomida, Gordon Thomson, T. Matsuyama, S. Ozawa, R. Mayta, Hongsu Kim, Priti Shah, Tom Stroman, Robert Cady, Y. Zhezher, Grigory Rubtsov, Hideaki Shimodaira, Hyoming Jeong, Y. Takahashi, Mai Takamura, K. Kasahara, Y. Uchihori, Shoichi Kishigami, S. Yoshida, Naoto Sakaki, R. Azuma, Masaomi Ono, Tareq Abu-Zayyad, R. Yamane, Kiyoshi Tanaka, Motoki Hayashi, J. P. Lundquist, Shingo Kawana, William Hanlon, M. Allen, H. Kawai, T. Okuda, J. Yang, H. Tokuno, J. D. Smith, Daisuke Ikeda, S. R. Stratton, Tiffany Wong, R. Takeishi, T. Seki, Masaki Fukushima, Masato Takita, K. Martens, K. Tsutsumi, Peter Tinyakov, Samuel Blake, Shoichi Ogio, Zach Zundel, Fumiya Shibata, R. Ishimori, Toshitsugu Fujii, Oleg Kalashev, H. Yamaoka, Michiyuki Chikawa, Ryo Nakamura, Kazuo Saito, H. Yoshii, Heungsu Shin, Toru Nakamura, K. Hibino, Kenichi Kadota, BayarJon Paul Lubsandorzhiev, Mayuko Minamino, K. Honda, Yasunori Kitamura, Masaaki Tanaka, John Belz, Hiroyuki Sagawa, Ben Stokes, B. G. Cheon, S. Kawakami, Maxim Pshirkov, Akitoshi Oshima, Y. Tsunesada, M. Abe, Fumio Kakimoto, Vladim Kuzmin, and S. Jeong

Subjects
High Energy Astrophysical Phenomena (astro-ph.HE), Physics, Muon, COSMIC cancer database, Particle number, Physics::Instrumentation and Detectors, 010308 nuclear & particles physics, Astrophysics::High Energy Astrophysical Phenomena, Monte Carlo method, Hadron, FOS: Physical sciences, Cosmic ray, 01 natural sciences, law.invention, Telescope, Nuclear physics, Air shower, 13. Climate action, law, 0103 physical sciences, High Energy Physics::Experiment, Astrophysics - High Energy Astrophysical Phenomena, 010306 general physics
Abstract

One of the uncertainties in interpretation of ultra-high energy cosmic ray (UHECR) data comes from the hadronic interaction models used for air shower Monte Carlo (MC) simulations. The number of muons observed at the ground from UHECR-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 UHE extensive air showers obtained by analyzing the signal of surface detector stations which should have high $\it{muon \, purity}$. The muon purity of a station will depend on both the inclination of the shower and the relative position of the station. In 7 years' data from the Telescope Array experiment, we find that the number of particles observed for signals with an expected muon purity of $\sim$65% at a lateral distance of 2000 m from the shower core is $1.72 \pm 0.10{\rm (stat.)} \pm 0.37 {\rm (syst.)}$ 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 $1.67 \pm 0.10 \pm 0.36$ 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.

Published
2018
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12. Depth of Ultra High Energy Cosmic Ray Induced Air Shower Maxima Measured by the Telescope Array Black Rock and Long Ridge FADC Fluorescence Detectors and Surface Array in Hybrid Mode

Author

R. Azuma, M. Yamamoto, Nobuyuki Sakurai, Ryota Onogi, A. Di Matteo, R. Mayta, B. G. Cheon, Fumiya Shibata, K. Martens, Hideki Tanaka, R. Ishimori, K. H. Lee, M. Abe, T.-A. Shibata, Gordon Thomson, Tom Stroman, Robert Cady, H. Tokuno, S. Kitamura, Priti Shah, T. Goto, K. Tsutsumi, Hideaki Shimodaira, Hyoming Jeong, Rasha Abbasi, S. Kawakami, Akimichi Taketa, Hidemi Ito, Jyunsei Chiba, Dongsu Ryu, J. D. Smith, J. Ogura, Toshiyuki Nonaka, Kiyoshi Tanaka, Akitoshi Oshima, Y. Takagi, G. Furlich, Takaaki Ishii, Shunsuke Ozawa, O. Kalashev, BayarJon Paul Lubsandorzhiev, Hiroshi Yamaoka, Mayuko Minamino, K. Honda, Y. Zhezher, Hiroyuki Sagawa, Keitaro Fujita, Yasunori Kitamura, Peter Tinyakov, Samuel Blake, D. C. Rodriguez, Shoichi Ogio, Ben Stokes, Toshitsugu Fujii, T. Matsuyama, Elliott Barcikowski, B. K. Shin, K. Yamazaki, Dmitri Ivanov, T. Suzawa, M. Allen, Masaaki Tanaka, K. Hibino, R. Sahara, Heungsu Shin, Zach Zundel, Ryo Nakamura, Keijiro Mukai, Isaac Myers, Kazuo Saito, Inkyu Park, Hongsu Kim, Pierre Sokolsky, S. Yoshida, Eiji Kido, Naoto Sakaki, Grigory Rubtsov, M. V. Kuznetsov, M. Takeda, John Belz, Vladim Kuzmin, H. Yoshii, Kazuhiro Machida, Shigehiro Nagataki, S. Jeong, Michiyuki Chikawa, H. Kawai, Tareq Abu-Zayyad, R. Yamane, K. Nagasawa, Douglas Bergman, Y. J. Kwon, Hideyuki Ohoka, Yasunori Saito, T. Seki, Yoshiki Tsunesada, Daisuke Ikeda, S. R. Stratton, Y. Uchihori, L. M. Scott, Tiffany Wong, R. Takeishi, Masaki Fukushima, Toru Nakamura, Y. Hayashi, Yuichiro Tameda, K. Kawata, John N. Matthews, Masato Takita, Kenichi Kadota, Sergey Troitsky, J. H. Kim, Y. Omura, Shingo Kawana, Naoaki Hayashida, William Hanlon, Igor Tkachev, T. Okuda, J. Yang, H. Oda, Kenta Yashiro, Y. Yoneda, N. Inoue, M. Ohnishi, Federico R. Urban, S. Udo, C. C. H. Jui, S. B. Thomas, Takayuki Tomida, K. Kasahara, Shoichi Kishigami, Masaomi Ono, Maxim Pshirkov, Motoki Hayashi, J. P. Lundquist, Koichi Sekino, Y. Takahashi, Mai Takamura, and Fumio Kakimoto

Subjects
Astrophysics::High Energy Astrophysical Phenomena, chemistry.chemical_element, FOS: Physical sciences, Cosmic ray, 7. Clean energy, 01 natural sciences, law.invention, Telescope, Optics, Observatory, law, 0103 physical sciences, Ultra-high-energy cosmic ray, 010303 astronomy & astrophysics, Helium, Astroparticle physics, Physics, High Energy Astrophysical Phenomena (astro-ph.HE), 010308 nuclear & particles physics, business.industry, Astronomy and Astrophysics, Air shower, chemistry, 13. Climate action, Space and Planetary Science, Ridge (meteorology), Astrophysics - High Energy Astrophysical Phenomena, business
Abstract

The Telescope Array observatory utilizes fluorescence detectors and surface detectors to observe air showers produced by ultra high energy cosmic rays in the Earth's atmosphere. Cosmic ray events observed in this way are termed hybrid data. The depth of air shower maximum is related to the mass of the primary particle that generates the shower. This paper reports on shower maxima data collected over 8.5 years using the Black Rock Mesa and Long Ridge fluorescence detectors in conjunction with the array of surface detectors. We compare the means and standard deviations of the observed $X_{\mathrm{max}}$ distributions with Monte Carlo $X_{\mathrm{max}}$ distributions of unmixed protons, helium, nitrogen, and iron, all generated using the QGSJet~II-04 hadronic model. We also perform an unbinned maximum likelihood test of the observed data, which is subjected to variable systematic shifting of the data $X_{\mathrm{max}}$ distributions to allow us to test the full distributions, and compare them to the Monte Carlo to see which elements are not compatible with the observed data. For all energy bins, QGSJet~II-04 protons are found to be compatible with Telescope Array hybrid data at the 95% confidence level after some systematic $X_{\mathrm{max}}$ shifting of the data. Three other QGSJet~II-04 elements are found to be compatible using the same test procedure in an energy range limited to the highest energies where data statistics are sparse., Comment: 39 pages, 18 figures, 5 tables, published in The Astrophysical Journal. This is a peer-reviewed, un-copyedited version of an article published in The Astrophysical Journal. IOP Publishing Ltd is not responsible for any errors or omissions in this version of the manuscript or any version derived from it. The Version of Record is available online at https://doi.org/10.3847/1538-4357/aabad7

Published
2018
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13. Evidence of Intermediate-Scale Energy Spectrum Anisotropy of Cosmic Rays E$\geq$10$^{19.2}$ eV with the Telescope Array Surface Detector

Author

N. Inoue, M. Ohnishi, R. Sahara, Toru Nakamura, S. Udo, Kenichi Kadota, Maxim Pshirkov, K. Kasahara, M. Abe, Shoichi Kishigami, T. Goto, Toshiyuki Nonaka, Zach Zundel, S. B. Thomas, Fumio Kakimoto, Masaomi Ono, Jyunsei Chiba, Charlie Jui, Dongsu Ryu, B. K. Shin, Hiroshi Yamaoka, Yoshiki Tsunesada, Daisuke Ikeda, Kenta Yashiro, Keitaro Fujita, BayarJon Paul Lubsandorzhiev, Ben Stokes, S. R. Stratton, Y. Takagi, Tiffany Wong, Mayuko Minamino, K. Honda, Masaki Fukushima, H. Tokuno, Yasunori Kitamura, K. Martens, Masato Takita, Hideki Tanaka, Takayuki Tomida, Masaaki Tanaka, J. D. Smith, Fumiya Shibata, Sergey Troitsky, S. Kitamura, R. Ishimori, Keiji Saito, Igor Tkachev, Michiyuki Chikawa, Eiji Kido, M. V. Kuznetsov, D. R. Bergman, H. Oda, Kazuhiro Machida, Hidemi Ito, Pierre Sokolsky, Y. Uchihori, Y. J. Kwon, Hideyuki Ohoka, R. Takeishi, Yasunori Saito, Shigehiro Nagataki, Akitoshi Oshima, T. Matsuyama, Yana Zhezher, T. Suzawa, Shunsuke Ozawa, Shingo Kawana, Yuichiro Tameda, John N. Matthews, Priti Shah, O. Kalashev, Vladim Kuzmin, William Hanlon, J. Ogura, F. Urban, S. Jeong, Isaac Myers, Motoki Hayashi, Peter Tinyakov, J. P. Lundquist, Samuel Blake, Shoichi Ogio, T. Okuda, J. Yang, M. Allen, Y. Omura, Naoaki Hayashida, Koichi Sekino, Elliott Barcikowski, K. Nagasawa, Dmitri Ivanov, Y. Takahashi, Mai Takamura, G. Furlich, Takaaki Ishii, Keijiro Mukai, D. C. Rodriguez, S. Yoshida, Naoto Sakaki, Rasha Abbasi, Kiyoshi Tanaka, John Belz, R. Azuma, Inkyu Park, L. M. Scott, A. Nozato, Y. Hayashi, K. Kawata, Hideaki Shimodaira, Hyoming Jeong, K. H. Lee, Tareq Abu-Zayyad, Hiroyuki Sagawa, T.-A. Shibata, R. Yamane, Gordon Thomson, Ryo Nakamura, Tom Stroman, Robert Cady, Hongsu Kim, Akimichi Taketa, Grigory Rubtsov, M. Yamamoto, H. Yoshii, Nobuyuki Sakurai, K. Yamazaki, Takahiro Fujii, Ryota Onogi, J. H. Kim, A. Di Matteo, B. G. Cheon, R. Mayta, K. Hibino, S. Kawakami, Heungsu Shin, K. Tsutsumi, H. Kawai, T. Seki, and Y. Yoneda

Subjects
Astroparticle physics, Physics, High Energy Astrophysical Phenomena (astro-ph.HE), 010308 nuclear & particles physics, Detector, Monte Carlo method, Isotropy, FOS: Physical sciences, Astronomy and Astrophysics, Cosmic ray, Astrophysics, Poisson distribution, 01 natural sciences, law.invention, Telescope, symbols.namesake, Space and Planetary Science, law, 0103 physical sciences, symbols, Anisotropy, Astrophysics - High Energy Astrophysical Phenomena, 010303 astronomy & astrophysics
Abstract

An intermediate-scale energy spectrum anisotropy has been found in the arrival directions of ultra-high energy cosmic rays of energies above $10^{19.2}$ eV in the northern hemisphere, using 7 years of data from the Telescope Array surface detector. A relative energy distribution test is done comparing events inside oversampled spherical caps of equal exposure, to those outside, using the Poisson likelihood ratio. The center of maximum significance is at $9^h$$16^m$, $45^{\circ}$. and has a deficit of events with energies $10^{19.2}$$\leq$$E$$

Published
2018
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14. Constraints on the diffuse photon flux with energies above $10^{18}$ eV using the surface detector of the Telescope Array experiment

Author

Rasha Abbasi, Fumiya Shibata, S. Yoshida, T. Matsuyama, S. Ozawa, Naoto Sakaki, Yasunori Saito, John Belz, K. Nagasawa, R. Ishimori, S. Kitamura, Hidemi Ito, Ryo Nakamura, Motoki Hayashi, Toshiyuki Nonaka, Hideki Tanaka, Kazuo Saito, J. P. Lundquist, M. Yamamoto, Ben Stokes, B. G. Cheon, Heungsu Shin, T. Suzawa, Yuichiro Tameda, Isaac Myers, Inkyu Park, John N. Matthews, Douglas Bergman, Nobuyuki Sakurai, Ryota Onogi, A. Di Matteo, Koichi Sekino, M. Allen, R. Mayta, Y. Zhezher, Grigory Rubtsov, Kenta Yashiro, K. Martens, K. Tsutsumi, Keitaro Fujita, Y. Takahashi, Mai Takamura, L. M. Scott, H. Yoshii, Daisuke Ikeda, Eiji Kido, M. V. Kuznetsov, S. Kawakami, Y. Uchihori, R. Azuma, Toshitsugu Fujii, Kazuhiro Machida, S. R. Stratton, Y. Hayashi, Sergey Troitsky, B. K. Shin, Oleg Kalashev, Hongsu Kim, Hiroyuki Sagawa, Tiffany Wong, R. Takeishi, Charlie Jui, J. Remington, Pierre Sokolsky, K. Kawata, Masaki Fukushima, Akimichi Taketa, G. Furlich, Takaaki Ishii, J. H. Kim, BayarJon Paul Lubsandorzhiev, M. Takeda, Shigehiro Nagataki, Mayuko Minamino, Hideaki Shimodaira, Hyoming Jeong, D. C. Rodriguez, H. Kawai, Y. Omura, Kiyoshi Tanaka, K. Kasahara, K. Honda, Akitoshi Oshima, Y. Tsunesada, Shoichi Kishigami, Yasunori Kitamura, Naoaki Hayashida, Masaaki Tanaka, T. Seki, Masato Takita, J. Ogura, H. Yamaoka, Masaomi Ono, R. Sahara, Michiyuki Chikawa, Y. Yoneda, N. Inoue, Jyunsei Chiba, K. Hibino, Shingo Kawana, Fumio Kakimoto, Dongsu Ryu, K. Yamazaki, Tareq Abu-Zayyad, R. Yamane, Maksim Piskunov, William Hanlon, M. Ohnishi, Takayuki Tomida, Y. Takagi, T. Okuda, J. Yang, Federico R. Urban, Toru Nakamura, S. Udo, K. H. Lee, Kenichi Kadota, T.-A. Shibata, H. Tokuno, Zach Zundel, J. D. Smith, Priti Shah, Gordon Thomson, S. B. Thomas, Tom Stroman, Robert Cady, Igor Tkachev, Maxim Pshirkov, Elliott Barcikowski, Dmitri Ivanov, H. Oda, Keijiro Mukai, Peter Tinyakov, Samuel Blake, Shoichi Ogio, Vladim Kuzmin, T. Goto, S. Jeong, M. Abe, Y. J. Kwon, and Hideyuki Ohoka

Subjects
Physics, High Energy Astrophysical Phenomena (astro-ph.HE), Muon, Photon, 010308 nuclear & particles physics, Detector, FOS: Physical sciences, Astronomy and Astrophysics, Curvature, 01 natural sciences, Computational physics, law.invention, High Energy Physics - Experiment, Telescope, High Energy Physics - Phenomenology, High Energy Physics - Experiment (hep-ex), Air shower, Distribution function, High Energy Physics - Phenomenology (hep-ph), law, 0103 physical sciences, Waveform, Astrophysics - High Energy Astrophysical Phenomena, 010303 astronomy & astrophysics
Abstract

We present the results of the search for ultra-high-energy photons with nine years of data from the Telescope Array surface detector. A multivariate classifier is built upon 16 reconstructed parameters of the extensive air shower. These parameters are related to the curvature and the width of the shower front, the steepness of the lateral distribution function, and the timing parameters of the waveforms sensitive to the shower muon content. A total number of two photon candidates found in the search is fully compatible with the expected background. The $95\%\,$CL limits on the diffuse flux of the photons with energies greater than $10^{18.0}$, $10^{18.5}$, $10^{19.0}$, $10^{19.5}$ and $10^{20.0}$ eV are set at the level of $0.067$, $0.012$, $0.0036$, $0.0013$, $0.0013~\mbox{km}^{-2}\mbox{yr}^{-1}\mbox{sr}^{-1}$ correspondingly., Comment: 7 pages, 2 figures

Published
2018
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