Measurement of the fluctuations in the number of muons in extensive air showers with the Pierre Auger observatory
Creators
- Aab, A.1
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Abreu, P.2
- Aglietta, Marco3
- Albury, Justin M.4
- Allekotte, I.5
- Almela, Alejandro6, 7
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Alvarez-Muñiz, Jaime8
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Batista, R. Alves1
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Anastasi, Gioacchino Alex9, 10, 11
- Anchordoqui, Luis A.12
- Andrada, B.7
- Andringa, Sofia2
- Aramo, Carla13, 10
- Ferreira, P.R. Araújo14
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Asorey, Hernán7
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Assis, Pedro2
- Avila, Gualberto15
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Badescu, Alina Mihaela16
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Bakalova, Alena17
- Balaceanu, Alexandru18
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Barbato, F. C. T.13, 10, 19
- Luz, R.J. Barreira2
- Becker, K.-H.20
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Bellido, Jose A.4
- Berat, Corinne21
- Bertaina, M. E.9, 10, 11
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Bertou, Xavier5
- Biermann, Peter L.22
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Bister, Teresa14
- Biteau, Jonathan23
- Blazek, Jonathan17
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Bleve, Carla21
- Bohacova, Martina17
- Boncioli, Denise24, 25, 10
- Bonifazi, Carla26
- Arbeletche, L. Bonneau27
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Borodai, Nataliia28
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Botti, A. M.7
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Brack, Jeffrey29
- Bretz, Thomas14
- Briechle, Florian Lukas14
- Buchholz, Peter30
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Bueno, Antonio31
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Buitink, Stijn32
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Buscemi, Mario33
- Caballero-Mora, Karen S.34
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Caccianiga, Lorenzo35
- Cancio, A.6, 7
- Canfora, Fabrizia1
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Caracas, Ioana20
- Carceller, Juan Miguel31
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Caruso, Rossella33
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Castellina, Antonella3
- Catalani, Fernando27
- Cataldi, G.36, 10
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Cazon, Lorenzo2
- Cerdá, Magdalena
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Chinellato, Jose37
- Choi, K.38
- Chudoba, J.17
- Chytka, Ladislav39
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Clay, Roger W4
- Cerutti, A.C. Cobos6
- Colalillo, Roberta13, 10, 19
- Coleman, Alan40
- Coluccia, Maria Rita36, 10, 41
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Conceição, R.2
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Condorelli, Antonio25, 10, 42
- Consolati, Giovanni43
- Contreras, Fernando15
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Convenga, Fabio36, 10, 41
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Covault, Corbin44
- Dasso, Sergio45
- Daumiller, Kai46
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Dawson, Bruce R.4
- Day, Jarryd A.4
- de Almeida, R. M.47
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de Jesús, J.46, 7
- De Jong, S. J.1
- De Mauro, G.1
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de Mello Neto, J. R. T.26
- De Mitri, I.25, 10, 42
- de Oliveira, J.47
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de Oliveira Franco, D.37
- de Souza, V.27
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De Vito, E.36, 10, 41
- Debatin, J.46
- del Río, M.15
- Deligny, Olivier23
- Dembinski, H.46
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Dhital, Niraj28
- Di Matteo, A.9, 10
- Dobrigkeit, Carola37
- D'Olivo, Juan Carlos48
- dos Anjos, R.C.49
- Dova, Maria-Teresa50
- Ebr, Jan17
- Engel, Ralph46
- Epicoco, Italo36, 10, 41
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Erdmann, Martin14
- Escobar, Carlos51
- Etchegoyen, A.6, 7
- Falcke, Heino1, 52
- Farmer, John53
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Farrar, G.54
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Fauth, A. C.37
- Fazzini, N.51
- Feldbusch, Fridtjof46
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Fenu, Francesco9, 10, 11
- Fick, Brian55
- Figueira, Juan Manuel7
- Filipčič, A.56
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Fodran, Tomáš1
- Freire, M. M.57
- Fujii, Toshihiro53
- Fuster, A.6, 7
- Galea, Cristina1
- Galelli, Claudio35
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García, B.6
- Vegas, A.L. Garcia14
- Gemmeke, H.46
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Gesualdi, Flavia46, 7
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Gherghel-Lascu, Alexandru18
- Ghia, Piera Luisa23
- Giaccari, Ugo1
- Giammarchi, Marco58, 10
- Giller, M.59
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Glombitza, Jonas14
- Gobbi, Fabian60
- Gollan, Fernando7
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Golup, G.5
- Berisso, M. Gómez5
- Vitale, P.F. Gómez15
- Gongora, Juan Pablo15
- González, Nicolás7
- Goos, Isabel46, 5
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Gora, Dariusz
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Gorgi, Alessio3
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Gottowik, Marvin20
- Grubb, Trent D.4
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Guarino, F.13, 10, 19
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Guedes, G. P.61
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Guido, Eleonora9, 10, 11
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Hahn, Steffen46, 7
- Halliday, R.44
- Hampel, M. R.7
- Hansen, Peter50
- Harari, D.5
- Harvey, Violet M.4
- Haungs, A.46
- Hebbeker, Thomas14
- Heck, D.46
- Hill, G. C.4
- Hojvat, C.51
- Hörandel, Jörg R.1
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Horvath, Pavel39
- Hrabovský, Miroslav39
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Huege, T.46, 32
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Hulsman, J.46, 7
- Insolia, A.33
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Isar, Paula Gina62
- Johnsen, Jeffrey A.63
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Juryšek, Jakub17
- Kääpä, Alex20
- Kampert, K. H.20
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Keilhauer, B.46
- Kemp, Julian14
- Klages, H.O.46
- Kleifges, M.46
- Kleinfeller, J.60
- Köpke, Marcel46
- Mezek, G. Kukec56
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Lago, B. L.64
- LaHurd, Danielle44
- Lang, Rodrigo Guedes27
- Langner, Niklas14
- de Oliveira, M. A. Leigui65
- Lenok, Vladimir46
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Letessier-Selvon, A.66
- Lhenry-Yvon, I.23
- Presti, D. Lo33
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Lopes, L.2
- López, R.67
- Lorek, R.44
- Luce, Q.46
- Lucero, A.7
- Lundquist, Jon Paul56
- Payeras, A. Machado37
- Mancarella, Giovanni36, 10, 41
- Mandat, Dusan17
- Manning, B. C.4
- Manshanden, Julien68
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Mantsch, P.51
- Marafico, Sullivan23
- Mariazzi, A. G.50
- Maris, Ioana Codrina38
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Marsella, G.36, 10, 41
- Martello, D.36, 10, 41
- Martinez, H.27
- Bravo, O. Martínez67
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Mastrodicasa, Massimo24, 25, 10
- Mathes, H. J.46
- Matthews, John69
- Matthiae, G.70
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Mayotte, Eric20
- Mazur, P.O.51
- Medina-Tanco, G.48
- Melo, D.7
- Menshikov, A.46
- Merenda, Kevin-Druis63
- Michal, Stanislav39
- Micheletti, M. I.57
- Miramonti, Lino35
- Mollerach, Silvia5
- Montanet, François21
- Morello, C.3
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Mostafa, Miguel71
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Müller, Alfred46, 7
- Muller, M. A.26, 37
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Mulrey, K.32
- Mussa, Roberto9, 10
- Muzio, M.54
- Namasaka, W. M.20
- Nellen, L.48
- Niculescu-Oglinzanu, Mihai18
- Niechciol, Marcus30
- Nitz, D.55
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Nosek, D.72
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Novotny, V.72
- Nožka, L.39
- Nucita, A. A.36, 10, 41
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Nunez, Luis A.73
- Palatka, M.17
- Pallotta, J.7
- Papenbreer, Philipp20
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Parente, G.8
- Parra, A.67
- Pech, Miroslav17
- Pedreira, F.8
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Pȩkala, J.28
- Pelayo, Rodrigo74
- Peña-Rodríguez, Jesús73
- Armand, J. Perez27
- Perlin, M.46, 7
- Perrone, L.36, 10, 41
- Petrera, S.25, 10, 42
- Pierog, T.46
- Pimenta, M.2
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Pirronello, Valerio33
- Platino, M.7
- Pont, Bjarni1
- Pothast, M.1
- Privitera, Paolo53
- Prouza, M.17
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Puyleart, A.55
- Querchfeld, S.20
- Rautenberg, J.20
- Ravignani, D.7
- Reininghaus, Maximilian46, 7
- Ridky, J.17
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Riehn, F.2
- Risse, M.30
- Ristori, P.7
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Rizi, Vincenzo24, 25, 10
- de Carvalho, W. Rodrigues27
- Rojo, J. Rodriguez15
- Roncoroni, M. J.7
- Roth, Markus46
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Roulet, Esteban5
- Rovero, A. C.45
- Ruehl, P.30
- Saffi, S. J.4
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Saftoiu, A.18
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Salamida, F.24, 25, 10
- Salazar, Humberto Ibarguen67
- Salina, G.75, 10
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Gomez, J.D. Sanabria73
- Sánchez, F.7
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Santos, E. M.27
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Santos, E.17
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Sarazin, Fred63
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Sarmento, Raul2
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Sarmiento-Cano, Christian7
- Sato, R.15
- Savina, P.23
- Schäfer, C. M.46
- Scherini, V.36, 10
- Schieler, H.46
- Schimassek, M.46, 7
- Schimp, M.20
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Schlüter, Felix46, 7
- Schmidt, David46
- Scholten, Olaf76, 32
- Schovanek, Petr17
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Schröder, Frank G.46, 40
- Schröder, S.20
- Schulte, Josina14
- Sciutto, S. J.50
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Scornavacche, Marina46, 7
- Shellard, R. C.77
- Sigl, Günter68
- Silli, Gaia46, 7
- Sima, Octavian18
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Smida, Radomir53
- Sommers, Paul71
- Soriano, Jorge F.12
- Souchard, Julien21
- Squartini, R.60
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Stadelmaier, Maximilian46, 7
- Stanca, Denis18
- Stanič, Samo56
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Stasielak, J.28
- Stassi, P.21
- Streich, A.46, 7
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Suárez-Durán, M.73
- Sudholz, Tristan4
- Suomijärvi, T.23
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Supanitsky, A.D.7
- Šupík, J.39
- Szadkowski, Z.78
- Taboada, A.46
- Tapia, A.79
- Timmermans, C. J.W.P.1
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Tkachenko, Olena46
- Tobiska, P.17
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Peixoto, C. J. Todero27
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Tome, B.2
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Elipe, G. Torralba8
- Travaini, Andres60
- Travnicek, Petr17
- Trimarelli, Caterina24, 25, 10
- Trini, M.56
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Tueros, Matias50
- Ulrich, Ralf46
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Unger, M.46
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Vaclavek, Lukáš39
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Vacula, Martin39
- Galicia, J. F. Valdés48
- Valiño, I.25, 10, 42
- Valore, L.13, 10, 19
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Varela, E.67
- Vásquez-Ramírez, Adriana73
- Veberič, Darko46
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Ventura, Carlo26
- Quispe, I.D. Vergara50
- Verzi, Valerio75, 10
- Vicha, J.17
- Vink, Jacco80
- Vorobiov, Serguei56
- Wahlberg, Hernan50
- Watson, Alan81
- Weber, Marc46
- Weindl, A.46
- Wiencke, L. R.63
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Wilczyński, H.28
- Winchen, Tobias32
- Wirtz, M.14
- Wittkowski, David20
- Wundheiler, B.7
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Yushkov, A.17
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Zapparrata, Orazio38
- Zas, Enrique8
- Zavrtanik, D.56
- Zavrtanik, M.56
- Zehrer, L.56
- Zepeda, A.82
- and 356 more
- 1. Radboud University Nijmegen
- 2. Instituto Superior Técnico
- 3. INAF
- 4. University of Adelaide
- 5. Balseiro Institute
- 6. National Technological University
- 7. National Scientific and Technical Research Council
- 8. University of Santiago de Compostela
- 9. INFN, Sezione di Torino, Torino, Italy.
- 10. Istituto Nazionale di Fisica Nucleare
- 11. Dipartimento di Fisica, Università Torino, Torino, Italy.
- 12. City University of New York
- 13. INFN, Sezione di Napoli, Napoli, Italy.
- 14. RWTH Aachen University
- 15. Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina.
- 16. Politehnica University of Bucharest
- 17. Academy of Sciences of the Czech Republic
- 18. "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania.
- 19. Dipartimento di Fisica "Ettore Pancini," Università di Napoli "Federico II," Napoli, Italy.
- 20. University of Wuppertal
- 21. University of Grenoble
- 22. Max Planck Society
- 23. Université Paris-Saclay
- 24. Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy.
- 25. INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy.
- 26. Federal University of Rio de Janeiro
- 27. University of São Paulo
- 28. Institute of Nuclear Physics PAN, Krakow, Poland.
- 29. Colorado State University
- 30. Folkwang University of the Arts
- 31. University of Granada
- 32. VU University Amsterdam
- 33. University of Catania
- 34. Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México.
- 35. University of Milan
- 36. INFN, Sezione di Lecce, Lecce, Italy.
- 37. State University of Campinas
- 38. Université libre de Bruxelles
- 39. Palacký University, Olomouc
- 40. University of Delaware
- 41. Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy.
- 42. Gran Sasso Science Institute, L'Aquila, Italy.
- 43. Polytechnic University of Milan
- 44. Case Western Reserve University
- 45. University of Buenos Aires
- 46. Karlsruhe Institute of Technology
- 47. Federal Fluminense University
- 48. National Autonomous University of Mexico
- 49. Federal University of Paraná
- 50. National University of La Plata
- 51. Fermilab
- 52. ASTRON
- 53. University of Chicago
- 54. New York University
- 55. Michigan Technological University
- 56. University of Nova Gorica
- 57. National University of Rosario
- 58. INFN, Sezione di Milano, Milano, Italy.
- 59. Faculty of Astrophysics, University of Łódź, Łódź, Poland.
- 60. Observatorio Pierre Auger, Malargüe, Argentina.
- 61. State University of Feira de Santana
- 62. Institute of Space Science, Bucharest-Magurele, Romania.
- 63. Colorado School of Mines
- 64. Centro Federal de Educação Tecnológica Celso Suckow da Fonseca
- 65. Universidade Federal do ABC
- 66. University of Paris
- 67. Benemérita Universidad Autónoma de Puebla
- 68. University of Hamburg
- 69. Louisiana State University
- 70. University of Rome Tor Vergata
- 71. Pennsylvania State University
- 72. Charles University in Prague
- 73. Industrial University of Santander
- 74. Instituto Politécnico Nacional
- 75. INFN, Sezione di Roma "Tor Vergata," Roma, Italy.
- 76. University of Groningen
- 77. Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
- 78. Faculty of High-Energy Astrophysics, University of Łódź, Łódź, Poland.
- 79. Universidad de Medellín, Medellín, Colombia.
- 80. University of Amsterdam
- 81. University of Leeds
- 82. CINVESTAV
Description
We present the first measurement of the fluctuations in the number of muons in extensive air showers produced by ultrahigh energy cosmic rays. We find that the measured fluctuations are in good agreement with predictions from air shower simulations. This observation provides new insights into the origin of the previously reported deficit of muons in air shower simulations and constrains models of hadronic interactions at ultrahigh energies. Our measurement is compatible with the muon deficit originating from small deviations in the predictions from hadronic interaction models of particle production that accumulate as the showers develop.
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Licence Attribution (CC BY)
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Publication Details
Journal article
Journal:
Physical review letters
Publisher:
American Physical Society (APS)
ISSN:
10797114
Volume:
126
Pages:
152002-152002
Persistent Identifiers
Funding
Financial Support
Comisión Nacional de Energía Atómica, Gobierno de Argentina
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Agencia Nacional de Promoción Científica y Tecnológica
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Consejo Nacional de Investigaciones Científicas y Técnicas
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Australian Research Council
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Conselho Nacional de Desenvolvimento Científico e Tecnológico
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Financiadora de Estudos e Projetos
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Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
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Fundação de Amparo à Pesquisa do Estado de São Paulo — Grant: 2019/10151-2
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Fundação de Amparo à Pesquisa do Estado de São Paulo — Grant: 2010/07359-6
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Fundação de Amparo à Pesquisa do Estado de São Paulo — Grant: 1999/05404-3
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Ministério da Ciência, Tecnologia, Inovações e Comunicações
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Centre National de la Recherche Scientifique
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Conseil Régional Ile-de-France
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Bundesministerium für Bildung und Forschung
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Deutsche Forschungsgemeinschaft
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Helmholtz Alliance for Astroparticle Physics
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Helmholtz-Gemeinschaft
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Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen
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Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg
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Instituto Nazionale di Fisica Nucleare
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Istituto Nazionale di Astrofisica
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Ministero dell'Istruzione, dell'Università e della Ricerca
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Ministero degli Affari Esteri e della Cooperazione Internazionale
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Consejo Nacional de Ciencia y Tecnología — Grant: 167733
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Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México
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Nederlandse Organisatie voor Wetenschappelijk Onderzoek
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Ministerstwo Nauki i Szkolnictwa Wyższego — Grant: DIR/WK/2018/11
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Narodowe Centrum Nauki — Grant: 2013/08/M/ST9/00322
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Narodowe Centrum Nauki — Grant: 2016/23/B/ST9/01635
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Narodowe Centrum Nauki — Grant: HARMONIA 5–2013/10/M/ST9/00062
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Narodowe Centrum Nauki — Grant: UMO-2016/22/M/ST9/00198
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Federación Española de Enfermedades Raras
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Fundação para a Ciência e a Tecnologia
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Ministerul Educaţiei Naţionale şi Cercetării Ştiinţifice
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Javna Agencija za Raziskovalno Dejavnost RS — Grant: P1-0031
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Javna Agencija za Raziskovalno Dejavnost RS — Grant: P1-0385
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Javna Agencija za Raziskovalno Dejavnost RS — Grant: I0-0033
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Javna Agencija za Raziskovalno Dejavnost RS — Grant: N1-0111
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Ministerio de Economía, Industria y Competitividad, Gobierno de España — Grant: FPA2017-85114-P
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Ministerio de Economía, Industria y Competitividad, Gobierno de España — Grant: FPA2017-85197-P
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Consellería de Cultura, Educación e Ordenación Universitaria, Xunta de Galicia — Grant: ED431C 2017/07
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Consejería de Salud, Junta de Andalucía — Grant: SOMM17/6104/UGR
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U.S. Department of Energy — Grant: DE-AC02-07CH11359
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U.S. Department of Energy — Grant: DE-FR02-04ER41300
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U.S. Department of Energy — Grant: DE-FG02-99ER41107
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U.S. Department of Energy — Grant: DE-SC0011689
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National Science Foundation — Grant: 0450696
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Grainger Foundation
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United Nations Educational, Scientific and Cultural Organization
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Ministry of Education, Youth and Sports — Grant: MSMT CR LTT18004
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Ministry of Education, Youth and Sports — Grant: LM2015038
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Ministry of Education, Youth and Sports — Grant: LM2018102
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Ministry of Education, Youth and Sports — Grant: CZ.02.1.01/0.0/0.0/16_013/0001402
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Ministry of Education, Youth and Sports — Grant: CZ.02.1.01/0.0/0.0/18_046/0016010
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Ministry of Education, Youth and Sports — Grant: CZ.02.1.01/0.0/0.0/17_049/0008422
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Gobierno de la Provincia de Mendoza
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Municipalidad de Malargüe
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NDM Holdings and Valle Las Leñas
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Département Physique Nucléaire et Corpusculaire
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Département Sciences de l'Univers
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Institut Lagrange de Paris — Grant: LABEX ANR-10-LABX-63
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Investissements d'Avenir Programme — Grant: ANR-11-IDEX-0004-02
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Finanzministerium Baden-Württemberg
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CETEMPS Center of Excellence
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Dutch national e-infrastructure
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Portuguese national funds
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MCI — Grant: PN19150201/16N/2019
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MCI — Grant: PN19060102
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PNCDI III — Grant: PN-III-P1-1.2-PCCDI-2017-0839/19PCCDI/2018
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Feder Funds
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Red Nacional Temática de Astropartículas — Grant: FPA2015-68783-REDT
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María deMaeztu Unit of Excellence — Grant: MDM-2016-0692
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Marie Curie-IRSES
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European Particle Physics Latin American Network
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References