Evidence for a mixed mass composition at the 'ankle' in the cosmic-ray spectrum
Creators
- Aab, A.1
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Abreu, P.2
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Aglietta, Marco
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Ahn, Eun-Joo3
- Al Samarai, I.
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Albuquerque, Ivone F. M.4
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Allekotte, Ingomar
- Allison, Patrick5
- Almela, Alejandro6
- Castillo, J. Alvarez7
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Alvarez-Muñiz, Jaime8
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Ambrosio, M.
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Anastasi, G. A.
- Anchordoqui, Luis A.
- Andrada, Belén
- Andringa, Sofia2
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Aramo, C.
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Arqueros, F.9
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Arsene, Nicusor10
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Asorey, Hernán11
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Assis, Pedro2
- Aublin, Julien12
- Avila, Gualberto
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Badescu, Alina Mihaela13
- Balaceanu, Alexandru
- Baus, Colin14
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Beatty, J. J.5
- Becker, K. H.15
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Bellido, Jose A.16
- Berat, Corinne17
- Bertaina, M. E.
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Bertou, Xavier
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Biermann, Peter L.18
- Billoir, P.12
- Biteau, J.19
- Blaess, S. G.16
- Blanco, A.2
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Blazek, J.20
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Bleve, C.21
- Bohacova, Martina20
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Boncioli, Denise
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Bonifazi, Carla22
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Borodai, Nataliia23
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Botti, Ana Martina14
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Brack, Jeffrey24
- Brancus, I.M.
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Bretz, Thomas25
- Bridgeman, A.14
- Briechle, Florian Lukas25
- Buchholz, Peter1
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Bueno, Antonio26
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Buitink, Stijn27
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Buscemi, M.28
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Caballero-Mora, Karen S.
- Caccianiga, B.
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Caccianiga, Lorenzo12
- Cancio, A.6
- Canfora, F.27
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Caramete, L.
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Caruso, Rossella28
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Castellina, Antonella29
- Cataldi, G.
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Cazon, Lorenzo2
- Cester, R.
- Chavez, A. G.30
- Chiavassa, A.
- Chinellato, Jose31
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Chudoba, Jiri20
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Clay, Roger W16
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Colalillo, Roberta32
- Coleman, Alan33
- Collica, L.
- Coluccia, Maria Rita21
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Conceição, Rúben2
- Contreras, Fernando
- Cooper, M. J.16
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Coutu, S.
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Covault, Corbin34
- Cronin, J. W.35
- Dallier, Richard36
- D'Amico, Stefano21
- Daniel, Bruno31
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Dasso, Sergio37
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Daumiller, Kai14
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Dawson, Bruce R.16
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de Almeida, R. M.38
- De Jong, S. J.27
- De Mauro, G.27
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de Mello Neto, J. R. T.22
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De Mitri, I.21
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de Oliveira, J.38
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de Souza, V.4
- Debatin, J.14
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del Peral, L.39
- Deligny, Olivier19
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Di Giulio, C.40
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Di Matteo, A.41
- Castro, M. L. Díaz31
- Diogo, F.2
- Dobrigkeit, Carola31
- D'Olivo, Juan Carlos7
- Dorofeev, A.24
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dos Anjos, R.C.42
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Dova, Maria-Teresa43
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Dundovic, Andrej44
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Ebr, Jan20
- Engel, Ralph14
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Erdmann, Martin25
- Erfani, M.1
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Escobar, Carlos3, 31
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Espadanal, J.2
- Etchegoyen, Alberto6
- Falcke, Heino27, 45
- Fang, Ke35
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Farrar, Glennys R.46
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Fauth, Anderson31
- Fazzini, Norberto3
- Fick, Brian47
- Figueira, Juan Manuel
- Filevich, Alberto
- Filipčič, A.48
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Fratu, Octavian13
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Freire, Martín Miguel
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Fujii, Toshihiro35
- Fuster, A.6
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García, Beatriz6
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Garcia-Pinto, D.9
- Gaté, Florian14
- Gemmeke, H.14
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Gherghel-Lascu, Alexandru
- Ghia, Piera Luisa12
- Giaccari, Ugo22
- Giammarchi, Marco
- Giller, Maria
- Glas, Dariusz
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Glaser, Christian25
- Glass, H.3
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Golup, Geraldina
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Berisso, M. Gómez
- Vitale, P.F. Gómez
- González, Nicolás14
- Gookin, B.24
- Gordon, Joshua A.5
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Gorgi, Alessio29
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Gorham, Peter
- Gouffon, P.4
- Grillo, Alexander
- Grubb, Trent D.16
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Guarino, Fausto32
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Guedes, Germano49
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Hampel, M. R.
- Hansen, Peter43
- Harari, Diego
- Harrison, Thomas16
- Harton, John L.24
- Hasankiadeh, Q.50
- Haungs, Andreas14
- Hebbeker, T.25
- Heck, Dieter14
- Heimann, P.1
- Herve, A.E.14
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Hill, G. C.16
- Hojvat, Carlos3
- Holt, E.M.14
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Homola, Piotr23
- Hörandel, Jörg R.27
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Horvath, Pavel
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Hrabovský, Miroslav
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Huege, Tim14
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Hulsman, J.14
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Insolia, Antonio28
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Isar, Paula Gina
- Jandt, I.15
- Jansen, S.27
- Johnsen, Jeffrey A.51
- Josebachuili, M.
- Kääpä, Alex15
- Kambeitz, O.14
- Kampert, Karl-Heinz15
- Kasper, P. H.3
- Katkov, I.14
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Keilhauer, Bianca14
- Kemp, Ernesto31
- Kieckhafer, R.M.47
- Klages, Hans14
- Kleifges, Matthias14
- Kleinfeller, Jonny
- Krause, R.25
- Krohm, N.15
- Kuempel, Daniel25
- Mezek, G. Kukec48
- Kunka, Norbert14
- Awad, A. Kuotb14
- LaHurd, Danielle34
- Latronico, Luca
- Lauscher, Markus25
- Lautridou, P.3
- Lebrun, P.3
- Legumina, R.
- de Oliveira, Leigui52
- Letessier-Selvon, Antoine12
- Lhenry-Yvon, I.19
- Link, Katrin14
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Lopes, L.2
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López, R.53
- Casado, A. López8
- Luce, Q.19
- Lucero, A.6
- Malacari, Max16
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Mallamaci, M.54
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Mandat, Dusan20
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Mantsch, Paul M.3
- Mariazzi, A. G.43
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Maris, Ioana Codrina26
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Marsella, G.21
- Martello, D.21
- Martinez, H.55
- Bravo, O. Martínez53
- Meza, J. J. Masías37
- Mathes, Hermann-Josef14
- Mathys, S.15
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Matthews, John56
- Matthews, J. A.J.57
- Matthiae, G.40
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Mayotte, Eric15
- Mazur, Peter3
- Medina, Carlos51
- Medina-Tanco, Gustavo7
- Melo, D.
- Menshikov, A.14
- Messina, S.50
- Micheletti, M. I.
- Middendorf, Lukas25
- Minaya, I. A.9
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Miramonti, Lino54
- Mitrica, B.
- Mockler, D.14
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Molina-Bueno, L.26
- Mollerach, Silvia
- Montanet, F.17
- Morello, C.29
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Mostafá, Miguel
- Müller, Gero25
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Muller58, 31
- Müller, S.14
- Naranjo, Ivo Nicolas
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Navas, S.26
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Nellen, Lukas7
- Neuser, J.15
- Nguyen, P. H.16
- Niculescu-Oglinzanu, Mihai
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Niechciol, Marcus1
- Niemietz, L.15
- Niggemann, Tim25
- Nitz, D.47
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Nosek, D.20
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Novotny, V.20
- Nožka, H.
- Ochilo, L.1
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Oikonomou, Foteini33
- Olinto, Angela V.35
- Selmi-Dei, D. Pakk31
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Palatka, Miroslav20
- Pallotta, Juan
- Papenbreer, Philipp15
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Parente, G.8
- Parra, A.53
- Paul, T.59, 60
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Pech, Miroslav20
- Pedreira, F.8
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Pȩkala, J.23
- Pelayo, Rodrigo61
- Peña-Rodríguez, Jesús11
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Pereira, L. A. S.31
- Perrone, L.21
- Peters, Christine25
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Petrera, Sergio41
- Phuntsok, J.33
- Piegaia, R.37
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Pierog, Tanguy14
- Pieroni, P.37
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Pimenta, Mário2
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Pirronello, Valerio28
- Platino, Manuel
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Plum, M.25
- Porowski, C.23
- Prado, R.R.4
- Privitera, Paolo35
- Prouza, M.20
- Quel, Eduardo
- Querchfeld, Sven15
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Quinn, S.34
- Ramos-Pollant, R.11
- Rautenberg, Julian15
- Ravel, O.15
- Ravignani, Diego
- Reinert, D.25
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Revenu, Benoît25
- Ridky, Jan20
- Risse, Markus1
- Ristori, Pablo
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Rizi, Vincenzo41
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de Carvalho, W. Rodrigues8
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Fernandez, G. Rodriguez40
- Rojo, J. Rodriguez
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Rodríguez-Frías
- Rogozin, D.14
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Rosado, Jaime9
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Roth, Markus14
- Roulet, Esteban
- Rovero, A. C.37
- Saffi, S. J.16
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Saftoiu, Alexandra
- Salazar, Humberto Ibarguen53
- Saleh, A.48
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Greus, F. Salesa33
- Salina, Gaetano
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Gomez, J.D. Sanabria11
- Sánchez, F.
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Sanchez-Lucas, P.26
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Santos, E. M.4
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Santos, Elton J. G.
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Sarazin, Fred51
- Sarkar, B.15
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Sarmento, Raul2
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Sarmiento-Cano, Christian
- Sato, R.
- Scarso, C.
- Schauer, M.15
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Scherini, V.21
- Schieler, Harald14
- Schmidt, David14
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Scholten, Olaf62, 50
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Schovanek, Petr20
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Schröder, F.G.14
- Schulz, A.14
- Schulz, Johannes27
- Schumacher, Johannes25
- Sciutto, Sergio43
- Segreto, Alberto29
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Settimo, M.12
- Shadkam, A.56
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Shellard, R. C.
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Sigl, Günter44
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Śmiałkowski, A.
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Smida, Radomir14
- Snow, Gregory R63
- Sommers, Paul33
- Sonntag, S.1
- Sorokin, J.16
- Squartini, Ruben
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Stasielak, Jaroslaw23
- Strafella, Francesco21
- Suarez, Federico6
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Durán, M. Suarez11
- Sudholz, Tristan16
- Suomijärvi, T.19
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Supanitsky, Alberto Daniel37
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Sutherland37
- Swain, John59
- Szadkowski, Zbigniew
- Taborda, O. A.
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Tapia, Alex
- Tepe, A.1
- Theodoro, V. M.31
- Timmermans, Charles27
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Peixoto, C. J. Todero4
- Tomankova, L.14
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Tome, B.2
- Tonachini, A.
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Elipe, G. Torralba8
- Machado, D. Torres22
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Torri, Marco54
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Travnicek, Petr20
- Trini, M.48
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Ulrich, R.14
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Unger, Michael14, 46
- Urban, Martin25
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Valiño, I.8
- Valore, Laura32
- van Aar, G.27
- van Bodegom, P.16
- van den Berg, A.M.50
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van Vliet, A.27
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Varela, E.53
- Cárdenas, B. Vargas7
- Varner, G. S.
- Vázquez, J. R.9
- Vázquez, Ricardo8
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Veberič, Darko14
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Verzi, V.
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Vicha, Jakub20
- Villaseñor, L.30
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Vorobiov, S.48
- Wahlberg, H.43
- Wainberg, O.6
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Walz, David25
- Watson, Alan64
- Weber, Marc14
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- Wiencke, Lawrence51
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Wilczyński, Henryk23
- Winchen, Tobias15
- Wittkowski, David15
- Wundheiler, B.
- Wykes, Sarka27
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Yang, Lili48
- Yelos, D.6
- Younk, P. W.65
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Yushkov, Alexey1
- Zas, Enrique8
- Zavrtanik, Danilo48
- Zavrtanik, M.48
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Zepeda, Arnulfo55
- Zimmermann, Benedikt14
- Ziolkowski, M.1
- Zong, Z.19
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Zuccarello, Francesca28
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Nunez, Luis A.
- and 415 more
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Description
We report a first measurement for ultrahigh energy cosmic rays of the correlation between the depth of shower maximum and the signal in the water Cherenkov stations of air-showers registered simultaneously by the fluorescence and the surface detectors of the Pierre Auger Observatory. Such a correlation measurement is a unique feature of a hybrid air-shower observatory with sensitivity to both the electromagnetic and muonic components. It allows an accurate determination of the spread of primary masses in the cosmic-ray flux. Up till now, constraints on the spread of primary masses have been dominated by systematic uncertainties. The present correlation measurement is not affected by systematics in the measurement of the depth of shower maximum or the signal in the water Cherenkov stations. The analysis relies on general characteristics of air showers and is thus robust also with respect to uncertainties in hadronic event generators. The observed correlation in the energy range around the 'ankle' at lg(E/eV)=18.5–19.0 differs significantly from expectations for pure primary cosmic-ray compositions. A light composition made up of proton and helium only is equally inconsistent with observations. The data are explained well by a mixed composition including nuclei with mass A>4. Scenarios such as the proton dip model, with almost pure compositions, are thus disfavored as the sole explanation of the ultrahigh-energy cosmic-ray flux at Earth.
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Comisión Nacional de Energía Atómica
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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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Gobierno de la Provincia de Mendoza
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Municipalidad de Malargüe
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NDM Holdings
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Valle Las Leñas
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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 de Amparo à Pesquisa do Estado de Rio de Janeiro
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FAPESP — Grant: 2010/07359-6
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FAPESP — Grant: 1999/05404-3
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Ministério de Ciência e Tecnologia
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MSMT CR — Grant: LG15014
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MSMT CR — Grant: LO1305
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MSMT CR — Grant: LM2015038
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Czech Science Foundation — Grant: 14-17501S
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Centre de Calcul IN2P3/CNRS
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Centre National de la Recherche Scientifique
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Conseil Régional Ile-de-France
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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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Bundesministerium für Bildung und Forschung
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Deutsche Forschungsgemeinschaft
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Finanzministerium Baden-Württemberg
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Helmholtz Alliance for Astroparticle Physics
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Helmholtz-Gemeinschaft Deutscher Forschungszentren
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Ministerium für Wissenschaft und Forschung, Nordrhein Westfalen
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Ministerium für Wissenschaft, Forschung und Kunst, Baden-Württemberg
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Istituto 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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Gran Sasso Center for Astroparticle Physics
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CETEMPS Center of Excellence
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Ministero degli Affari Esteri
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Consejo Nacional de Ciencia y Tecnología — Grant: 167733
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Mexico; Universidad Nacional Autónoma de México
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PAPIIT DGAPA-UNAM
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Ministerie van Onderwijs, Cultuur en Wetenschap
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Nederlandse Organisatie voor Wetenschappelijk Onderzoek
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Stichting voor Fundamenteel Onderzoek der Materie
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National Centre for Research and Development — Grant: ERA-NET-ASPERA/01/11
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National Centre for Research and Development — Grant: ERA-NET-ASPERA/02/11
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National Science Centre — Grant: 2013/08/M/ST9/00322
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National Science Centre — Grant: 2013/08/M/ST9/00728
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National Science Centre — Grant: HARMONIA 5 – 2013/10/M/ST9/00062
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Portuguese national funds
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FEDER funds
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Programa Operacional Factores de Competitividade through Fundação para a Ciência e a Tecnologia
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ANCS
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CNDI
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UEFISCDI — Grant: 20/2012
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UEFISCDI — Grant: 194/2012
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UEFISCDI — Grant: PN 16 42 01 02
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Slovenian Research Agency
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Comunidad de Madrid
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Fondo Europeo de Desarrollo Regional
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Ministerio de Economía y Competitividad
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Xunta de Galicia
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European Community 7th Framework Program — Grant: FP7-PEOPLE-2012-IEF-328826
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Science and Technology Facilities Council
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Department of Energy — Grant: DE-AC02-07CH11359
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Department of Energy — Grant: DE-FR02-04ER41300
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Department of Energy — Grant: DE-FG02-99ER41107
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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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NAFOSTED
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Marie Curie-IRSES/EPLANET
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European Particle Physics Latin American Network
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European Union 7th Framework Program — Grant: PIRSES-2009-GA-246806
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UNESCO
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References