Sb for gamma / hadron separation in SWGO
Por:
Vergara Quispe I.D., Hansen P.M., Nellen L., Mariazzi A., Melo D., Abreu P., Albert A., Alfaro R., Alfonso A., Álvarez C., An Q., Angüner E.O., Arcaro C., Arceo R., Arias S., Arnaldi H., Assis P., Ayala Solares H.A., Bakalova A., de Almeida U.B., Batkovic I., Bazo J., Bellido J., Belmont E., BenZvi S.Y., Bernal A., Bian W., Bigongiari C., Bottacini E., Brogueira P., Bulik T., Busetto G., Caballero-Mora K.S., Camarri P., Campos S., Cao W., Cao Z., Capistrán T., Cardillo M., Carquin E., Carramiñana A., Castromonte C., Chang J., Chaparro O., Chen S., Chianese M., Chiavassa A., Chytka L., Colallillo R., Conceição R., Consolati G., Cordero R., Costa P.J., Cotzomi J., Dasso S., De Angelis A., Desiati P., Di Pierro F., Di Sciascio G., Díaz Vélez J.C., Dib C., Dingus B., Djuvsland J., Dobrigkeit C., Domingues Mendes L.M., Dorigo T., Doro M., dos Reis A.C., Du Vernois M., Echiburú M., Elsaesser D., Engel K., Ergin T., Espinoza F., Fang K., Farfán Carreras F., Fazzi A., Feng C., Feroci M., Fraija N., Fraija S., Franceschini A., Franco G.F., Funk S., Garcia S., García-González J.A., Garfias F., Giacinti G., Gibilisco L., Glombitza J., Goksu H., Gong G., González B.S., Gonzalez M.M., Goodman J., Gu M., Guarino F., Gupta S., Haist F., Hakobyan H., Han G., Hansen P., Harding J.P., Helo J., Herzog I., d. Hidalgo H., Hinton J., Hu K., Huang D., Huentemeyer P., Hueyotl-Zahuantitla F., Iriarte A., Isakovic J., Isolia A., Joshi V., Juryšek J., Kaci S., Kieda D., La Monaca F., La Mura G., Lang R.G., Laspiur R., Lavitola L., Lee J., Leitl F., Lessio L., Li C., Li J., Li K., Li T., Liberti B., Lin S., Liu D., Liu J., Liu R., Longo F., Luo Y., Lv J., Macerata E., Malone K., Mandat D., Manganaro M., Mariani M., Mariotti M., Marrodan T., Martinez J., Martínez-Huerta H., Medina S., Mendes L.F., Meza E., Miceli D., Miozzi S., Mitchell A., Molinario A., Morales-Olivares O.G., Moreno E., Morselli A., Mossini E., Mostafá M., Muleri F., Nardi F., Negro A., Novotny V., Orlando E., Osorio M., Otiniano L., Peresano M., Piano G., Pichel A., Pihet M., Pimenta M., Prandini E., Qin J., Quispe E., Rainò S., Rangel E., Reisenegger A., Ren H., Rešcic F., Reville B., Rho C.D., Riquelme M., Rodriguez Fernandez G., Roh Y., Romero G.E., Rossi B., Rovero A.C., Ruiz-Velasco E., Salazar G., Samanes J., Sanchez F., Sandoval A., Santander M., Santonico R., Santos G.L.P., Saviano N., Schneider M., Schoorlemmer H., Serna-Franco J., Serrano V., Smith A., Son Y., Soto O., Springer R.W., Stuani L.A., Sun H., Tang R., Tang Z., Tapia S., Tavani M., Terzic T., Tollefson K., Tomé B., Torres I., Torres-Escobedo R., Trinchero G.C., Turner R., Ulloa P., Valore L., van Eldik C., Vergara I., Viana A., Vícha J., Vigorito C.F., Vittorini V., Wang B., Wang J., Wang L., Wang X., Wang Z., Waqas M., Watson I.J., Werner F., White R., Wiebusch C., Willox E.J., Wohlleben F., Wu S., Xi S., Xiao G., Yang L., Yang R., Yanyachi R., Yao Z., Zavrtanik D., Zhang H., Zhang S., Zhang X., Zhang Y., Zhao J., Zhao L., Zhou H., Zhu C., Zhu P., Zuo X.
Publicada:
1 ene 2024
Resumen:
The Southern Wide-field Gamma-ray Observatory (SWGO) is an international collaboration working on a ground-based gamma-ray observatory that will be located in the southern hemisphere. A crucial step in the analysis is to identify the showers produced by gamma rays and separate them from the abundant background of hadronic showers. In this work, we propose to adapt the observable, Sb, used successfully to composition studies in the Pierre Auger Observatory to the SWGO detector. This observable takes into account the signal and the position of each triggered detector. It characterizes the shape of the lateral distribution of the signal, which depends on the nature of the primary particle. The value of Sb is therefore suited to identify gamma induced showers and to reject the more frequent hadronic showers. This analysis has been performed using a scaling factor to link the observable, Sb, between the central and outrigger array. Also we explore how this new observable improves the separation of primary proton and gamma-induced air showers in terms of the merit factor. © Copyright owned by the author(s) under the terms of the Creative Commons.
Filiaciones:
Vergara Quispe I.D.:
Instituto de Física La Plata, Diagonal 113 e/ 63 y 64, La Plata, Argentina
Hansen P.M.:
Instituto de Física La Plata, Diagonal 113 e/ 63 y 64, La Plata, Argentina
Nellen L.:
Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-543, Cd. de México, 04510, Mexico
Mariazzi A.:
IFLP, Universidad Nacional de La Plata, CONICET, La Plata, Argentina
Instituto de Física La Plata, Diagonal 113 e/ 63 y 64, La Plata, Argentina
Melo D.:
Instituto de Tecnologiás en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
ITeDA, Av. Gral. Paz 1499 Edificio 42, Sector C, Buenos Aires, Argentina
Abreu P.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Albert A.:
Physics Division, Los Alamos National Laboratory, Los Alamos, NM, United States
Alfaro R.:
Instituto de Física, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica, C.U., A. Postal 70-364, Cd. de México, 04510, Mexico
Alfonso A.:
Universidad de La Serena, Chile
Álvarez C.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
An Q.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Angüner E.O.:
TÜBITAK, Research Institute for Fundamental Sciences, Gebze, 41470, Turkey
Arcaro C.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Arceo R.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
Arias S.:
Universidad Nacional de San Antonio Abad del Cusco, Av. de la Cultura, Nro. 733, Cusco, Peru
Arnaldi H.:
Centro Atómico Bariloche (CNEA-CONICET-IB/UNCuyo), Av. E. Bustillo 9500, San Carlos de Bariloche, Rio Negro, 8400, Argentina
Assis P.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Ayala Solares H.A.:
Department of Physics, Pennsylvania State University, University Park, PA, United States
Bakalova A.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
de Almeida U.B.:
Centro Brasileiro de Pesquisas Físicas (CBPF), Rua Dr. Xavier Sigaud 150, Rio de Janeiro, 22290-180, Brazil
Universidade de São Paulo, Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Departamento de Astronomia, Rua do Matão 1226, São Paulo, 05508-090, Brazil
Batkovic I.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Bazo J.:
Pontificia Universidad Católica del Perú, Av. Universitaria 1801, San Miguel, Lima, 15088, Peru
Bellido J.:
Universidad Nacional de San Agustin de Arequipa, Santa Catalina Nro. 117., Arequipa, Peru
University of Adelaide, Adelaide, SA, Australia
Belmont E.:
Instituto de Física, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica, C.U., A. Postal 70-364, Cd. de México, 04510, Mexico
BenZvi S.Y.:
Department of Physics and Astronomy, University of Rochester, Rochester, NY, United States
Bernal A.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Bian W.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Bigongiari C.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Bottacini E.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Brogueira P.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Bulik T.:
Astronomical Observatory, Warsaw University, Warsaw, 00-478, Poland
Busetto G.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Caballero-Mora K.S.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
Camarri P.:
INFN, Roma Tor Vergata, Italy
Department of Physics, University of Roma Tor Vergata, Viale della Ricerca Scientifica 1, Roma, I-00133, Italy
Campos S.:
Facultad de Ciencias Exactas, Universidad Nacional de Salta, Avda. Bolivia 5150, Salta, A4408FVY, Argentina
Cao W.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Cao Z.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Capistrán T.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Cardillo M.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Carquin E.:
CCTVal, Universidad Tecnica Federico Santa Maria, Chile
Carramiñana A.:
Instituto Nacional de Astrofísica, Óptica y Electrónica, Puebla, Mexico
Castromonte C.:
Universidad Nacional de Ingeniería, Av. Túpac Amaru 210 - Rímac, Lima, Peru
Chang J.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Chaparro O.:
Centro de Investigación en Computación, Instituto Politécnico Nacional, Ciudad de México, Mexico
Chen S.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Chianese M.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
Chiavassa A.:
Università degli Studi di Torino, Torino, I-10125, Italy
Infn, Sezione di Torino, Torino, Italy
Chytka L.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
Colallillo R.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
Conceição R.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Consolati G.:
Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
Infn, Sezione di Milano, Milano, Italy
Cordero R.:
Departamento de Física, Universidad de Santiago de Chile, Chile
Costa P.J.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Cotzomi J.:
Facultad de Ciencias Físico Matemáticas, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y 18 Sur, Ciudad Universitaria, Puebla, 72570, Mexico
Dasso S.:
Instituto de Astronomía y Física del Espacio (IAFE (CONICET-UBA)), Ciudad Universitaria, CABA, Argentina
De Angelis A.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Desiati P.:
Department of Physics, University of Wisconsin-Madison, Madison, WI, United States
Di Pierro F.:
Infn, Sezione di Torino, Torino, Italy
Di Sciascio G.:
INFN, Roma Tor Vergata, Italy
Díaz Vélez J.C.:
Department of Physics, University of Wisconsin-Madison, Madison, WI, United States
Dib C.:
CCTVal, Universidad Tecnica Federico Santa Maria, Chile
Dingus B.:
Physics Division, Los Alamos National Laboratory, Los Alamos, NM, United States
Djuvsland J.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Dobrigkeit C.:
Departamento de Raios Cósmicos e Cronologia, Instituto de Física 'Gleb Wataghin', Universidade Estadual de Campinas, C.P. 6165, Campinas, 13083-970, Brazil
Domingues Mendes L.M.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Centro Federal de Educação Tecnológica Celso Suckow da Fonseca (CEFET), Rio de Janeiro, Brazil
Dorigo T.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Doro M.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
dos Reis A.C.:
Centro Brasileiro de Pesquisas Físicas (CBPF), Rua Dr. Xavier Sigaud 150, Rio de Janeiro, 22290-180, Brazil
Du Vernois M.:
Department of Physics, University of Wisconsin-Madison, Madison, WI, United States
Echiburú M.:
Universidad de La Serena, Chile
Elsaesser D.:
Technische Universität Dortmund, Dortmund, D-44221, Germany
Engel K.:
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Department of Physics, University of Maryland, College Park, MD, United States
Ergin T.:
Middle East Technical University, Northern Cyprus Campus, Kalkanli via Mersin 10, 99738, Turkey
Espinoza F.:
Universidad de La Serena, Chile
Fang K.:
Department of Physics, University of Wisconsin-Madison, Madison, WI, United States
Farfán Carreras F.:
Instituto Argentino de Radioastronomía (CONICET, CIC, UNLP), Camino Gral. Belgrano Km 40, Berazategui, Argentina
Fazzi A.:
Infn, Sezione di Milano, Milano, Italy
Politecnico di Milano, Dipartimento di Energia, Milano, Italy
Feng C.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Feroci M.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Fraija N.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Fraija S.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Franceschini A.:
Università di Padova, Padova, I-35131, Italy
Franco G.F.:
Centro Brasileiro de Pesquisas Físicas (CBPF), Rua Dr. Xavier Sigaud 150, Rio de Janeiro, 22290-180, Brazil
Funk S.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Garcia S.:
Universidad Nacional de San Antonio Abad del Cusco, Av. de la Cultura, Nro. 733, Cusco, Peru
García-González J.A.:
Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada 2501, N.L., Monterrey, 64849, Mexico
Garfias F.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Giacinti G.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Gibilisco L.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Glombitza J.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Goksu H.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Gong G.:
Dept. of Engineering Physics, Tsinghua University, 1 Tsinghua Yuan, Haidian District, Beijing, 100084, China
González B.S.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Gonzalez M.M.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Goodman J.:
Department of Physics, University of Maryland, College Park, MD, United States
Gu M.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Guarino F.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
Gupta S.:
Universidad Metropolitana de Ciencias de la Educación (UMCE), Chile
Haist F.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Hakobyan H.:
CCTVal, Universidad Tecnica Federico Santa Maria, Chile
Han G.:
School of Mechanical Engineering and Electronic Information, China University of Geosciences, Hubei, Wuhan, 430074, China
Hansen P.:
Instituto de Física La Plata, Diagonal 113 e/ 63 y 64, La Plata, Argentina
Harding J.P.:
Physics Division, Los Alamos National Laboratory, Los Alamos, NM, United States
Helo J.:
Universidad de La Serena, Chile
Herzog I.:
Department of Physics and Astronomy, Michigan State University, East Lansing, MI, United States
d. Hidalgo H.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
Hinton J.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Hu K.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Huang D.:
Department of Physics, University of Maryland, College Park, MD, United States
Huentemeyer P.:
Michigan Technological University, Houghton, 49931, MI, United States
Hueyotl-Zahuantitla F.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
Iriarte A.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Isakovic J.:
University of Rijeka, Faculty of Physics, Rijeka, 51000, Croatia
Isolia A.:
Università di Catania, Catania, Italy
Joshi V.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Juryšek J.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
Kaci S.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Kieda D.:
Department of Physics and Astronomy, University of Utah, Salt Lake City, UT, United States
La Monaca F.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
La Mura G.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Lang R.G.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Laspiur R.:
Facultad de Ciencias Exactas, Universidad Nacional de Salta, Avda. Bolivia 5150, Salta, A4408FVY, Argentina
Lavitola L.:
INFN, Sezione di Napoli, Napoli, Italy
Lee J.:
University of Seoul, Seoul, South Korea
Leitl F.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Lessio L.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Li C.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Li J.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Li K.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Li T.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Liberti B.:
INFN, Roma Tor Vergata, Italy
Department of Physics, University of Roma Tor Vergata, Viale della Ricerca Scientifica 1, Roma, I-00133, Italy
Lin S.:
School of Physics and Astronomy, Sun Yat-sen University, Guangdong, Zhuhai, 519082, China
Liu D.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Liu J.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Liu R.:
School of Astronomy and Space Science, Nanjing University, Xianlin Avenue 163, Qixia District, Jiangsu, Nanjing, 210023, China
Longo F.:
Dipartimento di Fisica, Università degli Studi di Trieste, Trieste, Italy
INFN, Sezione di Trieste, via Valerio 2, Trieste, I-34149, Italy
Luo Y.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Lv J.:
Aerospace Information Research Institute, Chinese Academy of Science, 9 Dengzhuang South Road, Haidian District, Beijing, 100094, China
Macerata E.:
Infn, Sezione di Milano, Milano, Italy
Politecnico di Milano, Dipartimento di Energia, Milano, Italy
Malone K.:
Physics Division, Los Alamos National Laboratory, Los Alamos, NM, United States
Mandat D.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
Manganaro M.:
University of Rijeka, Faculty of Physics, Rijeka, 51000, Croatia
Mariani M.:
Infn, Sezione di Milano, Milano, Italy
Politecnico di Milano, Dipartimento di Energia, Milano, Italy
Mariotti M.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Marrodan T.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Martinez J.:
Centro de Investigación en Computación, Instituto Politécnico Nacional, Ciudad de México, Mexico
Martínez-Huerta H.:
Departamento de Física y Matemáticas, Universidad de Monterrey, Av. Morones Prieto 4500, NL, San Pedro Garza García, 66238, Mexico
Medina S.:
Universidad de La Serena, Chile
Mendes L.F.:
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Meza E.:
Comisión Nacional de Investigación y Desarrollo Aeroespacial, Peru
Miceli D.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Miozzi S.:
INFN, Roma Tor Vergata, Italy
Mitchell A.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Molinario A.:
Infn, Sezione di Torino, Torino, Italy
Instituto Nazionale Di Astrofisica (INAF), Torino, Italy
Morales-Olivares O.G.:
Facultad de Ciencias en Física y Matemáticas, Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, 29050, Mexico
Moreno E.:
Facultad de Ciencias Físico Matemáticas, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y 18 Sur, Ciudad Universitaria, Puebla, 72570, Mexico
Morselli A.:
INFN, Roma Tor Vergata, Italy
Department of Physics, University of Roma Tor Vergata, Viale della Ricerca Scientifica 1, Roma, I-00133, Italy
Mossini E.:
Infn, Sezione di Milano, Milano, Italy
Politecnico di Milano, Dipartimento di Energia, Milano, Italy
Mostafá M.:
Department of Physics, Pennsylvania State University, University Park, PA, United States
Muleri F.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Nardi F.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Negro A.:
Università degli Studi di Torino, Torino, I-10125, Italy
Infn, Sezione di Torino, Torino, Italy
Novotny V.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
Orlando E.:
Dipartimento di Fisica, Università degli Studi di Trieste, Trieste, Italy
INFN, Sezione di Trieste, via Valerio 2, Trieste, I-34149, Italy
Osorio M.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Otiniano L.:
Comisión Nacional de Investigación y Desarrollo Aeroespacial, Peru
Peresano M.:
Università degli Studi di Torino, Torino, I-10125, Italy
Infn, Sezione di Torino, Torino, Italy
Piano G.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Pichel A.:
Instituto de Astronomía y Física del Espacio (IAFE (CONICET-UBA)), Ciudad Universitaria, CABA, Argentina
Pihet M.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Pimenta M.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Prandini E.:
INFN, Sezione di Padova, Padova, I-35131, Italy
Università di Padova, Padova, I-35131, Italy
Qin J.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Quispe E.:
Comisión Nacional de Investigación y Desarrollo Aeroespacial, Peru
Universidad Nacional de Moquegua,, Peru
Rainò S.:
Università degli Studi di Bari Aldo Moro, Italy
Rangel E.:
Instituto de Astronomía, Universidad Nacional Autónoma de México, Circuito Exterior, C.U., A. Postal 70-264, Cd. de México, 04510, Mexico
Reisenegger A.:
Universidad Metropolitana de Ciencias de la Educación (UMCE), Chile
Ren H.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Rešcic F.:
University of Rijeka, Faculty of Physics, Rijeka, 51000, Croatia
Reville B.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Rho C.D.:
Department of Physis, Sungkyunkwan University, Suwon, South Korea
Riquelme M.:
Universidad de Chile, Chile
Rodriguez Fernandez G.:
INFN, Roma Tor Vergata, Italy
Roh Y.:
University of Seoul, Seoul, South Korea
Romero G.E.:
Instituto Argentino de Radioastronomía (CONICET, CIC, UNLP), Camino Gral. Belgrano Km 40, Berazategui, Argentina
Rossi B.:
INFN, Sezione di Napoli, Napoli, Italy
Rovero A.C.:
Instituto de Astronomía y Física del Espacio (IAFE (CONICET-UBA)), Ciudad Universitaria, CABA, Argentina
Ruiz-Velasco E.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Salazar G.:
Facultad de Ciencias Exactas, Universidad Nacional de Salta, Avda. Bolivia 5150, Salta, A4408FVY, Argentina
Samanes J.:
Comisión Nacional de Investigación y Desarrollo Aeroespacial, Peru
Sanchez F.:
Instituto de Tecnologiás en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
Sandoval A.:
Instituto de Física, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica, C.U., A. Postal 70-364, Cd. de México, 04510, Mexico
Santander M.:
Department of Physics and Astronomy, University of Alabama, Tuscaloosa, 35487, AL, United States
Santonico R.:
INFN, Roma Tor Vergata, Italy
Department of Physics, University of Roma Tor Vergata, Viale della Ricerca Scientifica 1, Roma, I-00133, Italy
Santos G.L.P.:
Centro Brasileiro de Pesquisas Físicas (CBPF), Rua Dr. Xavier Sigaud 150, Rio de Janeiro, 22290-180, Brazil
Saviano N.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
Schneider M.:
Department of Physics, University of Maryland, College Park, MD, United States
Schoorlemmer H.:
Imapp, Radboud University Nijmegen, Nijmegen, Netherlands
Serna-Franco J.:
Instituto de Física, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica, C.U., A. Postal 70-364, Cd. de México, 04510, Mexico
Serrano V.:
Facultad de Ciencias Exactas, Universidad Nacional de Salta, Avda. Bolivia 5150, Salta, A4408FVY, Argentina
Smith A.:
Department of Physics, University of Maryland, College Park, MD, United States
Son Y.:
University of Seoul, Seoul, South Korea
Soto O.:
Unidade Acadêmica de Física, Universidade Federal de Campina Grande, Av. Aprígio Veloso 882, CY2, Campina Grande, 58.429-900, Brazil
Springer R.W.:
Department of Physics and Astronomy, University of Utah, Salt Lake City, UT, United States
Stuani L.A.:
Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, São Carlos, Brazil
Sun H.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Tang R.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Tang Z.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Tapia S.:
CCTVal, Universidad Tecnica Federico Santa Maria, Chile
Tavani M.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Terzic T.:
University of Rijeka, Faculty of Physics, Rijeka, 51000, Croatia
Tollefson K.:
Department of Physics and Astronomy, Michigan State University, East Lansing, MI, United States
Tomé B.:
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Av. Prof. Gama Pinto, 2, Lisboa, 1649-003, Portugal
Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, Lisboa, 1049-001, Portugal
Torres I.:
Instituto Nacional de Astrofísica, Óptica y Electrónica, Puebla, Mexico
Torres-Escobedo R.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Trinchero G.C.:
Infn, Sezione di Torino, Torino, Italy
Instituto Nazionale Di Astrofisica (INAF), Torino, Italy
Turner R.:
Michigan Technological University, Houghton, 49931, MI, United States
Ulloa P.:
Unidade Acadêmica de Física, Universidade Federal de Campina Grande, Av. Aprígio Veloso 882, CY2, Campina Grande, 58.429-900, Brazil
Valore L.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
van Eldik C.:
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen Centre for Astroparticle Physics, Nikolaus-Fiebiger-Str. 2, Erlangen, D 91058, Germany
Vergara I.:
IFLP, Universidad Nacional de La Plata, CONICET, La Plata, Argentina
Viana A.:
School of Integrated Circuit, Ludong University, 186 Hongqi Middle Road, Zhifu District, Shandong, Yantai, China
Vícha J.:
Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic
Vigorito C.F.:
Università degli Studi di Torino, Torino, I-10125, Italy
Infn, Sezione di Torino, Torino, Italy
Vittorini V.:
Istituto Nazionale Di Astrofisica (INAF), Roma, Italy
Wang B.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Wang J.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Wang L.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Wang X.:
Michigan Technological University, Houghton, 49931, MI, United States
Wang Z.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Waqas M.:
Università di Napoli 'Federico II', Dipartimento di Fisica 'Ettore Pancini', Napoli, Italy
INFN, Sezione di Napoli, Napoli, Italy
Watson I.J.:
University of Seoul, Seoul, South Korea
Werner F.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
White R.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Wiebusch C.:
Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
Willox E.J.:
Department of Physics, University of Maryland, College Park, MD, United States
Wohlleben F.:
Max-Planck-Institut für Kernphysik, Saupfercheckweg 1, Heidelberg, 69117, Germany
Wu S.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Xi S.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Xiao G.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Yang L.:
School of Physics and Astronomy, Sun Yat-sen University, Guangdong, Zhuhai, 519082, China
Yang R.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Yanyachi R.:
Universidad Nacional de San Agustin de Arequipa, Santa Catalina Nro. 117., Arequipa, Peru
Yao Z.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Zavrtanik D.:
College of Engineering, Hebei Normal University, 20 South Second Ring East Road, Hebei, Shijiazhuang, China
Zhang H.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Zhang S.:
School of mechanical engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China
Zhang X.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Zhang Y.:
Aerospace Information Research Institute, Chinese Academy of Science, 9 Dengzhuang South Road, Haidian District, Beijing, 100094, China
Zhao J.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
Zhao L.:
School of physical science, University of Science and Technology of China, 96 Jinzhai Road, Anhui, Hefei, 230026, China
Zhou H.:
Tsung-Dao Lee Institute, School of Physics and Astronomy, Shanghai Jiao Tong University, 520 Shengrong Road, Shanghai, 201210, China
Zhu C.:
Key Laboratory of Particle Physics and Particle Irradiation (MOE), Institute of Frontier and Interdisciplinary Science, Shandong University, Shandong, Qingdao, 266237, China
Zhu P.:
School of mechanical engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China
Zuo X.:
Institute of High Energy Physics, Chinese Academy of Science, 19B Yuquan Road, Shijingshan District, Beijing, 100049, China
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