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
ISSN: 18248039
Editorial
Proceedings of Science (PoS), Via Bonomea, 265, Trieste, ITALY, Italia
Tipo de documento: Conference Paper
Volumen: 444 Número:
Páginas:

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