Muons in air showers at the Pierre Auger Observatory: Mean number in highly inclined events
Creators
- Aab, A.1
- Abreu, P.1
-
Aglietta, Marco1
- Ahn, E. J.1
- Al Samarai, I.1
-
Albuquerque, Ivone F. M.1
-
Allekotte, Ingomar1
- Allen, J.1
- Allison, P.1
- Almela, Alejandro2
- Castillo, J. Alvarez3
-
Alvarez-Muñiz, Jaime4
-
Batista, R. Alves5
-
Ambrosio, M.6
- Aminaei, Amin7
- Anchordoqui, Luis A.8, 9
-
Andringa, Sofia10
-
Aramo, C.6
- Aranda, V. M.11
-
Arqueros, F.11
-
Asorey, Hernán
-
Assis, Pedro10
- Aublin, Julien
- Ave, M.
- Avenier, M.12
- Avila, Gualberto
-
Badescu, Alina Mihaela13
- Barber, K. B.14
- Bäuml, J.15
- Baus, Colin15
-
Beatty, J. J.16
- Becker, K. H.17
-
Bellido, Jose A.14
- Berat, Corinne12
- Bertaina, M. E.18
-
Bertou, Xavier
-
Biermann, Peter L.1
- Billoir, P.
- Blanco, M.
-
Bleve, C.17
- Blümer, H.15
- Bohacova, Martina19
-
Boncioli, Denise
-
Bonifazi, Carla20
-
Bonino, R.18
-
Borodai, Nataliia21
-
Brack, Jeffrey22
- Brancus, I.M.
-
Brogueira, Pedro10
- Brown, W. C.22
- Buchholz, Peter23
-
Bueno, Antonio24
- Buitink, Stijn7
-
Buscemi, M.6
-
Caballero-Mora, Karen S.25
- Caccianiga, B.26
-
Caccianiga, Lorenzo
- Candusso, M.27
-
Caramete, L.1
-
Caruso, Rossella28
-
Castellina, Antonella18
-
Cataldi, G.29
-
Cazon, Lorenzo10
- Cester, R.18
- Chavez, A. G.30
- Chiavassa, A.18
-
Chinellato, Jose31
-
Chudoba, Jiri19
- Cilmo, Marco6
-
Clay, Roger W14
- Cocciolo, G.29
-
Colalillo, Roberta6
- Coleman, Alan32
- Collica, L.26
- Coluccia, Maria Rita29
-
Conceição, Rúben10
- Contreras, Fernando
- Cooper, M. J.14
- Cordier, A.
-
Coutu, S.
-
Covault, Corbin33
- Cronin, J. W.34
- Curutiu, A.1
-
Dallier, Richard35, 36
- Daniel, Bruno31
-
Dasso, Sergio37
-
Daumiller, Kai15
-
Dawson, Bruce R.14
- de Almeida, R. M.38
-
De Domenico, M.28
-
De Jong, S. J.7
-
de Mello Neto, J. R. T.20
-
De Mitri, I.29
- de Oliveira, J.38
-
de Souza, V.39
-
del Peral, L.40
- Deligny, Olivier
-
Dembinski, H.15
-
Dhital, Niraj41
-
Di Giulio, C.27
-
Di Matteo, A.42
- Díaz, J. S.41
- Castro, M. L. Díaz31
- Diogo, F.10
- Dobrigkeit, Carola31
- Docters, W.43
- D'Olivo, Juan Carlos3
- Dorofeev, A.22
- Hasankiadeh, Q. Dorosti
-
Dova, Maria-Teresa44
-
Ebr, Jan19
- Engel, Ralph15
- Erdmann, Martin45
- Erfani, M.23
- Escobar, Carlos46, 31
-
Espadanal, J.10
- Etchegoyen, Alberto2
- San Luis, P. Facal34
- Falcke, Heino7, 47
- Fang, Ke34
-
Farrar, G.48
-
Fauth, Anderson31
- Fazzini, Norberto46
- Ferguson, A. P.33
- Fernandes, M.20
- Fick, Brian41
- Figueira, Juan Manuel
- Filevich, Alberto
- Filipčič, A.49
- Fox, B. D.
-
Fratu, Octavian13
- Fröhlich, U.23
- Fuchs, Béatrice15
-
Fujii, Toshihiro34
- Gaior, R.
-
García, Beatriz2
-
Roca, S. T. Garcia4
-
Garcia-Gamez, D.
-
Garcia-Pinto, D.11
- Garilli, G.28
- Bravo, A. Gascon24
- Gate, F.36
- Gemmeke, H.15
- Ghia, Piera Luisa
- Giaccari, Ugo20
- Giammarchi, Marco26
- Giller, Maria
-
Glaser, Christian45
- Glass, H.46
-
Berisso, M. Gómez
- Vitale, P.F. Gómez
-
Gonçalves, Paulo J. S.10
- Gonzalez, J. G.15
- González, Nicolás
- Gookin, B.22
- Gordon, Joshua A.16
-
Gorgi, A.18
-
Gorham, Peter
- Gouffon, P.39
- Grebe, S.7
- Griffith, N.16
- Grillo, Alexander
- Grubb, Trent D.14
- Guardincerri, Y.37
-
Guarino, Fausto6
-
Guedes, Germano50
- Hampel, Matías Rolf
- Hansen, Peter44
- Harari, D.
- Harrison, Thomas14
- Hartmann, S.45
- Harton, John L.22
- Haungs, A.15
- Hebbeker, Thomas45
- Heck, Dieter15
- Heimann, P.23
- Herve, A. E.15
-
Hill, G. C.14
- Hojvat, Carlos46
- Hollon, N.34
- Holt, E.M.15
-
Homola, Piotr23, 21
-
Hörandel, Jörg R.7
-
Horvath, Pavel
-
Hrabovský, Miroslav19
- Huber, D.15
-
Huege, Tim15
-
Insolia, Antonio28
-
Isar, Paula Gina
- Islo, K.9
- Jandt, I.17
- Jansen, S.7
-
Jarne, C.44
- Josebachuili, M.
- Kääpä, Alex17
- Kambeitz, O.15
- Kampert, Karl-Heinz17
- Kasper, P. H.46
- Katkov, Igor15
- Kégl, Balázs
- Keilhauer, Bianca15
- Keivani, Azadeh32
- Kemp, Ernesto31
- Kieckhafer, R. M.41
- Klages, Hans15
- Kleifges, Matthias15
- Kleinfeller, Jonny
- Krause, R.45
- Krohm, N.17
- Krömer, O.15
-
Kruppke-Hansen, D.17
- Kuempel, Daniel45
- Kunka, Norbert15
- LaHurd, Danielle33
- Latronico, Luca18
- Lauer, R. J.51
- Lauscher, Markus45
- Lautridou, P.36
- Le Coz, S.12
- Leão, M. S. A. B.
- Lebrun, D.12
- Lebrun, P.46
-
de Oliveira, M. A. Leigui52
- Letessier-Selvon, Antoine
- Lhenry-Yvon, I.
- Link, K.15
-
López, R.53
- Louedec, K.12
-
Bahilo, J. Lozano24
-
Lu, Lu54, 17
- Lucero, A.
- Ludwig, M.15
- Malacari, Max14
-
Maldera, S.18
-
Mallamaci, M.26
- Maller, J.36
-
Mandat, Dusan19
-
Mantsch, Paul M.46
- Mariazzi, A. G.44
- Marin, V.36
-
Mariş, I. C.24
-
Marsella, G.29
-
Martello, D.29
-
Martin, L.35, 36
-
Martinez, H.25
- Bravo, O. Martínez53
- Martraire, D.
- Meza, J. J. Masías37
- Mathes, Hermann-Josef15
- Mathys, S.17
-
Matthews, J. A.J.51
- Matthews, A. J.55
- Matthiae, G.27
- Maurel, D.15
- Maurizio, D.
-
Mayotte, Eric56
- Mazur, Peter46
- Medina, Carlos56
- Medina-Tanco, Gustavo3
- Melissas, M.15
- Melo, D.
- Menshikov, A.15
- Messina, S.
- Meyhandan, R.
-
Micanovic, Sasa
- Micheletti, M. I.
- Middendorf, Lukas45
- Minaya, I. A.11
-
Miramonti, Lino26
- Mitrica, B.
-
Molina-Bueno, L.24
- Mollerach, Silvia
- Monasor, M.34
- Ragaigne, D. Monnier
- Montanet, François12
- Morello, C.18
-
Mostafá, Miguel
- Moura, C. A.52
- Muller, M. A.57, 31
- Müller, G.45
- Münchmeyer, Moritz
-
Mussa, R.18
- Navarra, G.18
-
Navas, S.24
- Necesal, P.19
-
Nellen, Lukas3
-
Nelles, A.7
- Neuser, J.17
- Newton, D.54, 4
-
Niechciol, Marcus23
- Niemietz, L.17
- Niggemann, Tim45
- Nitz, D.41
-
Nosek, D.58
-
Novotny, V.58
- Nožka, L.
- Ochilo, L.23
- Olinto, Angela V.34
- Oliveira, M.10
- Olmos-Gilbaja, V. M.4
- Pacheco, N.40
- Selmi-Dei, D. Pakk31
-
Palatka, Miroslav19
- Pallotta, J.
- Palmieri, N.15
- Papenbreer, Philipp17
-
Parente, G.4
- Parra, A.53
- Paul, T.59, 9
-
Pech, Miroslav19
-
Pękala, Jan21
- Pelayo, Rodrigo53
- Pepe, I. M.60
- Perrone, L.29
- Petermann, E.61
- Peters, Christine45
-
Petrera, Sergio42
- Petrov, Y.22
- Phuntsok, J.32
- Piegaia, R.37
-
Pierog, Tanguy15
- Pieroni, P.37
- Pimenta, M.10
-
Pirronello, Valerio28
- Platino, M.
-
Plum, M.45
-
Porcelli, A.15
- Porowski, C.21
- Prado, R. R.39
- Privitera, Paolo34
- Prouza, M.19
-
Purrello, V.
- Quel, E. J.
- Querchfeld, S.17
-
Quinn, S.33
- Rautenberg, J.17
- Ravel, O.36
-
Ravignani, D.
-
Revenu, B.36
-
Ridky, Jan19
-
Riggi, S.4, 62
- Risse, Markus23
- Ristori, P.
-
Rizi, Vincenzo42
- Roberts, J.48
-
de Carvalho, W. Rodrigues4
-
Fernandez, G. Rodriguez27
- Rojo, J. Rodriguez
-
Rodríguez-Frías, M. D.40
- Ros, German40
-
Rosado, Jaime11
- Rossler, T.
-
Roth, Markus15
- Roulet, Esteban
- Rovero, A. C.37
- Saffi, S. J.14
-
Saftoiu, Alexandra
-
Salamida, F.
- Salazar, Humberto Ibarguen53
- Saleh, A.49
-
Greus, F. Salesa32
- Salina, Gaetano27
- Sánchez, F.
-
Sanchez-Lucas, P.24
- Santo, C. E.10
-
Santos, E. M.31
-
Santos, Eva39
-
Sarazin, Fred56
- Sarkar, B.17
-
Sarmento, Raul10
- Sato, R.
- Scharf, N.45
-
Scherini, V.29
- Schieler, H.15
- Schiffer, Peter5
-
Scholten, Olaf
-
Schoorlemmer, H.7
-
Schovanek, Petr19
-
Schröder, F.G.15
- Schulz, André15
- Schulz, Johannes7
- Schumacher, Johannes45
- Sciutto, Sergio44
-
Segreto, A.62
-
Settimo, Mariangela
- Shadkam, A.55
-
Shellard, R. C.
-
Sidelnik, Iván
- Sigl, Guenter5
- Sima, Octavian63
-
Śmiałkowski, A.
-
Smida, Radomir15
- Snow, Gregory R61
- Sommers, Paul32
- Sorokin, J.14
- Squartini, R.
- Srivastava, Yogendra N.59
- Stanič, Samo49
- Stapleton, J.16
-
Stasielak, J.21
- Stephan, Maurice45
- Stutz, A.12
- Suarez, Federico
- Suomijärvi, T.
-
Supanitsky, Alberto Daniel37
- Sutherland, M. S.16
- Swain, John59
- Szadkowski, Zbigniew
-
Szuba, M.15
-
Taborda, O. A.
-
Tapia, A.
- Tartare, M.12
- Tepe, A.23
- Theodoro, V. M.31
- Timmermans, Charles7
-
Peixoto, C. J. Todero39
- Toma, G.
- Tomankova, L.15
-
Tome, B.10
- Tonachini, A.18
-
Elipe, G. Torralba4
-
Machado, D. Torres20
-
Travnicek, Petr19
- Trovato, E.28
-
Ulrich, Ralf15
-
Unger, Michael15
- Urban, Martin45
-
Galicia, J. F. Valdés3
-
Valiño, I.4
- Valore, L.6
- van Aar, G.7
- Berg, van den Ad M
- van Velzen, S.7
-
van Vliet, A.5
-
Varela, E.53
- Cárdenas, B. Vargas3
- Varner, G. S.
-
Vázquez, J. R.11
- Vázquez, Ricardo4
-
Veberič, Darko
-
Verzi, V.27
-
Vicha, J.19
- Videla, M.
- Villaseñor, L.30
- Vlcek, B.9
-
Vorobiov, Serguei49
- Wahlberg, Hernan44
- Wainberg, O.2
-
Walz, David45
- Watson, Alan54
- Weber, Marc15
- Weidenhaupt, K.45
- Weindl, A.15
- Werner, F.15
- Widom, A.59
- Wiencke, L. R.56
- Wilczynska, B.21
-
Wilczyński, Henryk21
- Will, M.15
- Williams, C. L.34
- Winchen, Tobias17
- Wittkowski, David17
- Wundheiler, B.
- Wykes, Sarka7
- Yamamoto, T.34
- Yapici, T.41
- Younk, P. W.64
-
Yuan, G.55
-
Yushkov, Alexey23
-
Zamorano, B.24
-
Zas, Enrique4
- Zavrtanik, Danilo49
- Zavrtanik, M.49
- Zaw, I.48
-
Zepeda, Arnulfo25
- Zhou, Jing34
- Zhu, Yingchun15
- Silva, M. Zimbres31
- Ziolkowski, M.23
-
Zuccarello, Francesca28
- and 470 more
- 1. Max Planck Society
- 2. National Technological University
- 3. National Autonomous University of Mexico
- 4. University of Santiago de Compostela
- 5. University of Hamburg
- 6. University of Naples Federico II
- 7. Radboud University Nijmegen
- 8. City University of New York
- 9. University of Wisconsin–Milwaukee
- 10. University of Lisbon
- 11. Complutense University of Madrid
- 12. University of Grenoble
- 13. Politehnica University of Bucharest
- 14. University of Adelaide
- 15. Karlsruhe Institute of Technology
- 16. Ohio State University
- 17. University of Wuppertal
- 18. University of Turin
- 19. Academy of Sciences of the Czech Republic
- 20. Federal University of Rio de Janeiro
- 21. Polish Academy of Sciences
- 22. Colorado State University
- 23. University of Siegen
- 24. University of Granada
- 25. CINVESTAV
- 26. University of Milan
- 27. University of Rome Tor Vergata
- 28. University of Catania
- 29. University of Salento
- 30. Universidad Michoacana de San Nicolás de Hidalgo
- 31. State University of Campinas
- 32. Pennsylvania State University
- 33. Case Western Reserve University
- 34. University of Chicago
- 35. Centre national de la recherche scientifique
- 36. University of Nantes
- 37. University of Buenos Aires
- 38. Federal Fluminense University
- 39. University of São Paulo
- 40. University of Alcalá
- 41. Michigan Technological University
- 42. University of L'Aquila
- 43. University of Groningen
- 44. National University of La Plata
- 45. RWTH Aachen University
- 46. Fermilab
- 47. ASTRON
- 48. New York University
- 49. University of Nova Gorica
- 50. State University of Feira de Santana
- 51. University of New Mexico
- 52. Universidade Federal do ABC
- 53. Benemérita Universidad Autónoma de Puebla
- 54. University of Leeds
- 55. Louisiana State University
- 56. Colorado School of Mines
- 57. Universidade Federal de Pelotas
- 58. Charles University in Prague
- 59. Northeastern University
- 60. Federal University of Bahia
- 61. University of Nebraska–Lincoln
- 62. INAF
- 63. University of Bucharest
- 64. Los Alamos National Laboratory
Description
We present the first hybrid measurement of the average muon number in air showers at ultrahigh energies, initiated by cosmic rays with zenith angles between 62° and 80°. The measurement is based on 174 hybrid events recorded simultaneously with the surface detector array and the fluorescence detector of the Pierre Auger Observatory. The muon number for each shower is derived by scaling a simulated reference profile of the lateral muon density distribution at the ground until it fits the data. A 1019eV shower with a zenith angle of 67°, which arrives at the surface detector array at an altitude of 1450 m above sea level, contains on average (2.68±0.04±0.48(sys))×107 muons with energies larger than 0.3 GeV. The logarithmic gain dlnNμ/dlnE of muons with increasing energy between 4×1018eV and 5×1019eV is measured to be (1.029±0.024±0.030(sys)).
Open Access
Licence Attribution (PUBLISHER-SPECIFIC)
Publisher Website
Access full text
Publication Details
Journal article
Journal:
Physical Review D
Publisher:
American Physical Society (APS)
ISSN:
15507998
Volume:
91
Pages:
032003
Persistent Identifiers
Funding
Financial Support
Australian Research Council
Read more
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Read more
Czech Science Foundation — Grant: 14-17501S
Read more
Centre National de la Recherche Scientifique
Read more
Conseil Régional Ile-de-France
Read more
Bundesministerium für Bildung und Forschung
Read more
Deutsche Forschungsgemeinschaft
Read more
Ministerium für Wissenschaft und Forschung
Read more
Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg
Read more
Istituto Nazionale di Fisica Nucleare
Read more
Ministerie van Onderwijs, Cultuur en Wetenschappen
Read more
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Read more
Stichting voor Fundamenteel Onderzoek der Materie
Read more
Javna Agencija za Raziskovalno Dejavnost RS
Read more
Federación Española de Enfermedades Raras
Read more
Science and Technology Facilities Council
Read more
U.S. Department of Energy — Grant: DE-AC02-07CH11359
Read more
U.S. Department of Energy — Grant: DE-FR02-04ER41300
Read more
U.S. Department of Energy — Grant: DE-FG02-99ER41107
Read more
U.S. Department of Energy — Grant: DE-SC0011689
Read more
National Science Foundation
Read more
National Foundation for Science and Technology Development
Read more
United Nations Educational, Scientific and Cultural Organization
Read more
Comisión Nacional de Energía Atómica
Read more
Fundación Antorchas
Read more
Gobierno De La Provincia de Mendoza
Read more
Municipalidad de Malargüe
Read more
NDM Holdings and Valle Las Leñas
Read more
Financiadora de Estudos e Projetos (FINEP)
Read more
Fundação de Amparo à Pesquisa do Estado de Rio de Janeiro (FAPERJ)
Read more
São Paulo Research Foundation (FAPESP) — Grant: 2010/07359-6
Read more
São Paulo Research Foundation (FAPESP) — Grant: 1999/05404-3
Read more
Ministério de Ciência e Tecnologia (MCT) — Grant: MSMT-CR LG13007
Read more
Ministério de Ciência e Tecnologia (MCT) — Grant: 7AMB14AR005
Read more
Ministério de Ciência e Tecnologia (MCT) — Grant: CZ.1.05/2.1.00/03.0058
Read more
Centre de Calcul — Grant: IN2P3/CNRS
Read more
Département Physique Nucléaire et Corpusculaire — Grant: PNC-IN2P3/CNRS
Read more
Département Sciences de l'Univers — Grant: SDU-INSU/CNRS
Read more
Institut Lagrange de Paris — Grant: ILP LABEX ANR-10-LABX-63
Read more
Investissements d'Avenir Programme — Grant: ANR-11-IDEX-0004-02
Read more
Finanzministerium Baden-Württemberg
Read more
Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF)
Read more
Nordrhein Westfalen
Read more
Baden-Württemberg
Read more
Ministero dell'Istruzione
Read more
dell'Università e della Ricerca (MIUR)
Read more
Gran Sasso Center for Astroparticle Physics (CFA)
Read more
CETEMPS Center of Excellence
Read more
Consejo Nacional de Ciencia y Tecnología (CONACYT)
Read more
National Centre for Research and Development — Grant: ERA-NET-ASPERA/01/11
Read more
National Centre for Research and Development — Grant: ERA-NET-ASPERA/02/11
Read more
National Science Centre — Grant: 2013/08/M/ST9/00322
Read more
National Science Centre — Grant: 2013/08/M/ST9/00728
Read more
National Science Centre — Grant: HARMONIA 5 - 2013/10/M/ST9/00062
Read more
Portuguese national funds and FEDER funds within COMPETE—Programa Operacional Factores de Competitividade through Fundação para a Ciência e a Tecnologia
Read more
Romanian Authority for Scientific Research ANCS — Grant: CNDI-UEFISCDI
Read more
Romanian Authority for Scientific Research ANCS — Grant: 20/2012
Read more
Romanian Authority for Scientific Research ANCS — Grant: 194/2012
Read more
Romanian Authority for Scientific Research ANCS — Grant: 1/ASPERA2/2012 ERA-NET
Read more
Romanian Authority for Scientific Research ANCS — Grant: PN-II-RU-PD-2011-3-0145-17
Read more
Romanian Authority for Scientific Research ANCS — Grant: PN-II-RU-PD-2011-3-0062
Read more
Minister of National Education, Programme for research—Space Technology and Advanced Research—STAR
Read more
83/2013
Read more
Comunidad de Madrid
Read more
Ministerio de Educación y Ciencia
Read more
Xunta de Galicia
Read more
European Community 7th Framework Program — Grant: FP7-PEOPLE-2012-IEF-328826
Read more
The Grainger Foundation
Read more
Marie Curie-IRSES/EPLANET
Read more
European Particle Physics Latin American Network
Read more
European Union 7th Framework Program — Grant: PIRSES-2009-GA-246806
Read more
References