Azimuthal asymmetry in the risetime of the surface detector signals of the Pierre Auger Observatory
Creators
- Aab, A.1
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Abreu, P.1
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Aglietta, Marco1
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Ahn, E. J.1
- Al Samarai, I.1
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Albuquerque, Ivone F. M.1
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Allekotte, Ingomar1
- Allison, P.1
- Almela, Alejandro1
- Castillo, J. Alvarez1
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Alvarez-Muñiz, Jaime1
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Batista, R. Alves
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Ambrosio, M.
- Anchordoqui, Luis A.
- Andrada, B.
- Andringa, Sofia
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Aramo, C.
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Arqueros, F.
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Arsene, Nicusor
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Asorey, Hernán
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Assis, Pedro
- Aublin, Julien
- Avila, Gualberto
- Awal, N.
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Badescu, Alina Mihaela
- Baus, Colin
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Beatty, J. J.
- Becker, K. H.
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Bellido, Jose A.
- Berat, Corinne
- Bertaina, M. E.
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Bertou, Xavier
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Biermann, Peter L.
- Billoir, P.
- Blaess, S. G.
- Blanco, A.
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Blazek, J.
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Bleve, C.
- Blumer, Harsha
- Bohacova, Martina
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Boncioli, Denise
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Bonifazi, Carla
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Borodai, Nataliia
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Botti, A. M.
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Brack, Jeffrey
- Brancus, I.M.
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Bretz, Thomas
- Bridgeman, A.
- Briechle, F.L.
- Buchholz, Peter
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Bueno, Antonio
- Buitink, Stijn
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Buscemi, M.
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Caballero-Mora, Karen S.
- Caccianiga, B.
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Caccianiga, Lorenzo
- Cancio, A.
- Candusso, M.
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Caramete, L.
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Caruso, Rossella
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Castellina, Antonella
- Cataldi, G.
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Cazon, Lorenzo
- Cester, R.
- Chavez, A. G.
- Chiavassa, A.
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Chinellato, Jose
- Diaz, J. Chirinos
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Chudoba, Jiri
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Clay, Roger W
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Colalillo, Roberta
- Coleman, Alan
- Collica, L.
- Coluccia, Maria Rita
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Conceição, Rúben
- Contreras, Fernando
- Cooper, M. J.
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Coutu, S.
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Covault, Corbin
- Cronin, J. W.
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Dallier, Richard
- D'Amico, Stefano
- Daniel, Bruno
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Dasso, Sergio
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Daumiller, Kai
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Dawson, Bruce R.
- de Almeida, R. M.
- De Jong, S. J.
- De Mauro, G.
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de Mello Neto, J. R. T.
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De Mitri, I.
- de Oliveira, J.
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de Souza, V.
- Debatin, J.
- Deligny, Olivier
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Dhital, Niraj
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Di Giulio, C.
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Di Matteo, A.
- Castro, M. L. Díaz
- Diogo, F.
- Dobrigkeit, Carola
- Docters, W.
- D'Olivo, Juan Carlos
- Dorofeev, A.
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dos Anjos, R.C.
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Dova, Maria-Teresa
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Dundovic, Andrej
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Ebr, Jan
- Engel, Ralph
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Erdmann, Martin
- Erfani, M.
- Escobar, Carlos
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Espadanal, J.
- Etchegoyen, A.
- Falcke, Heino
- Fang, Ke
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Farrar, G.
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Fauth, A. C.
- Fazzini, N.
- Ferguson, A. P.
- Fick, Brian
- Figueira, Juan Manuel
- Filevich, Alberto
- Filipcic, Andrej
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Fratu, Octavian
- Freire, Martín Miguel
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Fujii, Takahiro
- Fuster, A.
- Gallo, F.
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Garcia, Bruce Rafael Mellado
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Garcia-Pinto, D.
- Gaté, Florian
- Gemmeke, H.
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Gherghel-Lascu, Alexandru
- Ghia, P. L.
- Giaccari, Ugo
- Giammarchi, Marco
- Giller, M.
- Glas, Dariusz
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Glaser, Christian
- Glass, H.
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Golup, G.
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Berisso, M. Gómez
- Vitale, P.F. Gómez
- González, Nicolás
- Gookin, B.
- Gordon, Joshua A.
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Gorgi, A.
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Gorham, Peter
- Gouffon, P.
- Griffith, N.
- Grillo, A. F.
- Grubb, Trent D.
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Guarino, F.
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Guedes, G. P.
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Hampel, Matías Rolf
- Hansen, P. H.
- Harari, D.
- Harrison, Thomas
- Harton, J. L.
- Hasankiadeh, Q.
- Haungs, Andreas
- Hebbeker, Thomas
- Heck, Dieter
- Heimann, P.
- Hervé, A.
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Hill, G. C.
- Hojvat, C.
- Hollon, N.
- Holt, E.M.
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Homola, Piotr
- Hörandel, Jörg R.
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Horvath, Pavel
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Hrabovský, Miroslav
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Huege, Tim
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Insolia, A.
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Isar, Paula Gina
- Jandt, I.
- Jansen, S.
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Jarne, C.
- Johnsen, Jeffrey A.
- Josebachuili, M.
- Kääpä, Alex
- Kambeitz, O.
- Kampert, Karl-Heinz
- Kasper, P. H.
- Katkov, Igor
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Keilhauer, B.
- Kemp, E.
- Kieckhafer, R. M.
- Klages, H.O.
- Kleifges, M.
- Kleinfeller, J.
- Krause, R.
- Krohm, N.
- Kuempel, Daniel
- Mezek, G. Kukec
- Kunka, N.
- Awad, A. M. Kuotb
- LaHurd, D.
- Latronico, Luca
- Lauscher, Markus
- Lautridou, Pascal
- Lebrun, Ph.
- de Oliveira, M. A. Leigui
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Letessier-Selvon, A.
- Lhenry-Yvon, I.
- Link, Katrin
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Lopes, L.
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Lopez, R. Rebolo
- Casado, A. López
- Lucero, A.
- Malacari, M.
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Mallamaci, Manuela
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Mandat, Dusan
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Mantsch, P.
- Mariazzi, A. G.
- Marin, Vincent
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Mariş, I. C.
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Marsella, G.
- Martello, D.
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Martinez, H.
- Bravo, O. Martínez
- Meza, J. J. Masías
- Mathes, Hermann-Josef
- Mathys, S.
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Matthews, J. A.
- Matthews, J. A. J.
- Matthiae, G.
- Maurizio, D.
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Mayotte, E.
- Mazur, P.O.
- Medina, C.
- Medina-Tanco, G.
- Mello, V. B. B.
- Melo, D.
- Menshikov, A.
- Messina, S.
- Micheletti, M. I.
- Middendorf, Lukas
- Minaya, I. A.
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Miramonti, Lino
- Mitrica, B.
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Molina-Bueno, L.
- Mollerach, Silvia
- Montanet, François
- Morello, C.
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Mostafa, Miguel
- Moura, C. A.
- Müller, G.
- Muller, Marcio Aparecido
- Müller, S.
- Naranjo, Ivo Nicolas
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Navas, S.
- Necesal, P.
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Nellen, L.
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Nelles, A.
- Neuser, J.
- Nguyen, P. H.
- Niculescu-Oglinzanu, Mihai
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Niechciol, Marcus
- Niemietz, L.
- Niggemann, Tim
- Nitz, D.
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Nosek, D.
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Novotny, V.
- Nožka, H.
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Nunez, Luis A.
- Ochilo, L.
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Oikonomou, Foteini
- Olinto, Angela V.
- Selmi-Dei, D. Pakk
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Palatka, M.
- Pallotta, J.
- Papenbreer, Philipp
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Parente, G.
- Parra, A.
- Paul, T.
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Pech, Miroslav
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Pękala, Jan
- Pelayo, R.
- Peña-Rodríguez, Jesús
- Pepe, I. M.
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Pereira, L. A. S.
- Perrone, L.
- Petermann, E.
- Peters, Christine
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Petrera, S.
- Phuntsok, J.
- Piegaia, R.
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Pierog, Tanguy
- Pieroni, P.
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Pimenta, M.
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Pirronello, V.
- Platino, M.
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Plum, M.
- Porowski, C.
- Prado, R. R.
- Privitera, Paolo
- Prouza, M.
- Quel, E. J.
- Querchfeld, S.
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Quinn, S.
- Rautenberg, Julian
- Ravel, Olivier
- Ravignani, D.
- Reinert, D.
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Revenu, B.
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Ridky, J.
- Risse, M.
- Ristori, P.
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Rizi, Vincenzo
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de Carvalho, W. Rodrigues
- Rojo, J. Rodriguez
- Rogozin, D.
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Rosado, Jaime
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Roth, Markus
- Roulet, Esteban
- Rovero, A. C.
- Saffi, S. J.
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Saftoiu, Alexandra
- Salazar, Humberto Ibarguen
- Saleh, A.
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Greus, F. Salesa
- Salina, G.
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Gomez, J.D. Sanabria
- Sanchez, F.
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Sanchez-Lucas, P.
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Santos, E. M.
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Santos, Elton J. G.
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Sarazin, F.
- Sarkar, B.
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Sarmento, Raul
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Sarmiento-Cano, Christian
- Sato, R.
- Scarso, C.
- Schauer, M.
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Scherini, V.
- Schieler, Harald
- Schmidt, David
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Scholten, Olaf
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Schoorlemmer, Harm
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Schovanek, Petr
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Schröder, F. G.
- Schulz, André
- Schulz, Johannes
- Schumacher, Jorn
- Sciutto, S. J.
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Segreto, A.
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Settimo, M.
- Shadkam, A.
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Shellard, R. C.
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Sigl, Günter
- Sima, Octavian
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Śmiałkowski, A.
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Smida, Radomir
- Snow, Gregory R.
- Sommers, Paul
- Sonntag, S.
- Sorokin, J.
- Squartini, R.
- Stanca, Denis
- Stanič, Samo
- Stapleton, J.
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Stasielak, J.
- Strafella, Francesco
- Stutz, A.
- Suarez, F.
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Durán, M. Suarez
- Sudholz, Tristan
- Suomijärvi, T.
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Supanitsky, A.D.
- Sutherland, M. S.
- Swain, J.E.
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Szadkowski, Z.
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Taborda, O. A.
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Tapia, A.
- Tepe, A.
- Theodoro, V. M.
- Timmermans, Charles
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Peixoto, C. J. Todero
- Tomankova, Lenka
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Tome, B.
- Tonachini, A.
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Elipe, G. Torralba
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Machado, D. Torres
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Travnicek, Petr
- Trini, M.
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Ulrich, Ralf
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Unger, M.
- Urban, Martin
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Galicia, J. F. Valdés
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Valiño, I.
- Valore, L.
- van Aar, G.
- van Bodegom, P.
- van den Berg, A.M.
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van Vliet, A.
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Varela, E.
- Cárdenas, B. Vargas
- Varner, G. S.
- Vasquez, R.
- Vázquez, J. R.
- Vázquez, R. A.
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Veberič, Darko
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Verzi, Valerio
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Vicha, J.
- Videla, M.
- Villaseñor, L.
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Vorobiov, Serguei
- Wahlberg, Hernan
- Wainberg, O.
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Walz, David
- Watson, Alan
- Weber, M.
- Weindl, Andreas
- Wiencke, L. R.
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Wilczyński, H.
- Winchen, Tobias
- Wittkowski, David
- Wundheiler, B.
- Wykes, Sarka
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Yang, Lili
- Yapici, T.
- Yelos, D.
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Yushkov, A. N.
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Zas, Enrique
- Zavrtanik, D.
- Zavrtanik, M.
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Zepeda, A.
- Zimmermann, Benedikt
- Ziolkowski, M.
- Zong, Z.
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Zuccarello, Francesca
- and 424 more
- 1. Max Planck Society
Description
The azimuthal asymmetry in the risetime of signals in Auger surface detector stations is a source of information on shower development. The azimuthal asymmetry is due to a combination of the longitudinal evolution of the shower and geometrical effects related to the angles of incidence of the particles into the detectors. The magnitude of the effect depends upon the zenith angle and state of development of the shower and thus provides a novel observable, (secθ)max, sensitive to the mass composition of cosmic rays above 3×1018 eV. By comparing measurements with predictions from shower simulations, we find for both of our adopted models of hadronic physics (QGSJETII-04 and EPOS-LHC) an indication that the mean cosmic-ray mass increases slowly with energy, as has been inferred from other studies. However, the mass estimates are dependent on the shower model and on the range of distance from the shower core selected. Thus the method has uncovered further deficiencies in our understanding of shower modeling that must be resolved before the mass composition can be inferred from (secθ)max.
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Publication Details
Journal article
Journal:
Physical Review D
Publisher:
American Physical Society (APS)
ISSN:
24700010
Volume:
93
Pages:
072006-072021
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Funding
Financial Support
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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São Paulo Research Foundation (FAPESP) — Grant: 2010/07359-6
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São Paulo Research Foundation (FAPESP) — Grant: 1999/05404-3
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Czech Science Foundation — Grant: 14-17501S
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Centre National de la Recherche Scientifique (CNRS)
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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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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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Ministero degli Affari Esteri e della Cooperazione Internazionale
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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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Science and Technology Facilities Council
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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
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Grainger Foundation
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National Foundation for Science and Technology Development
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United Nations Educational, Scientific and Cultural Organization
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Comisión Nacional de Energía Atómica
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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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Financiadora de Estudos e Projetos (FINEP)
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Fundação de Amparo à Pesquisa do Estado de Rio de Janeiro (FAPERJ)
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Ministério de Ciência e Tecnologia (MCT) — Grant: MSMT-CR LG13007
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Ministério de Ciência e Tecnologia (MCT) — Grant: 7AMB14AR005
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Ministério de Ciência e Tecnologia (MCT) — Grant: CZ.1.05/2.1.00/03.0058
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Centre de Calcul IN2P3/CNRS
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Département Physique Nucléaire et Corpusculaire (PNC-IN2P3/CNRS)
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Département Sciences de l'Univers (SDU-INSU/CNRS)
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Institut Lagrange de Paris — Grant: ILP 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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Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF)
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Gran Sasso Center for Astroparticle Physics (CFA)
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CETEMPS Center of Excellence
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Consejo Nacional de Ciencia y Tecnología (CONACYT)
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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 and FEDER funds within COMPETE—Programa Operacional Factores de Competitividade through Fundação para a Ciência e a Tecnologia
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Romanian Authority for Scientific Research ANCS — Grant: CNDI-UEFISCDI
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Romanian Authority for Scientific Research ANCS — Grant: 20/2012
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Romanian Authority for Scientific Research ANCS — Grant: 194/2012
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Romanian Authority for Scientific Research ANCS — Grant: 1/ASPERA2/2012 ERA-NET
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Romanian Authority for Scientific Research ANCS — Grant: PN-II-RU-PD-2011-3-0145-17
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Romanian Authority for Scientific Research ANCS — Grant: PN-II-RU-PD-2011-3-0062
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Minister of National Education, Programme for research—Space Technology and Advanced Research—STAR — Grant: 83/2013
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Slovenian Research Agency, Slovenia
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Comunidad de Madrid
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Fondo Europeo de Desarrollo Regional
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Ministerio de Educación y Ciencia
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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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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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References