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1. Highlights from the Pierre Auger Observatory

Author: Letessier-Selvon, Antoine, Aab, A., Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muniz, J., Batista, R. Alves, Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antivcic, T., Aramo, C., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Barber, K. B., Bardenet, R., Baeuml, J., Baus, C., Beatty, J. J., Becker, K. H., Belletoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blumer, H., Bohacova, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Buchholz, P., Bueno, A., Burton, R. E., Buscemi, M., Caballero-Mora, K. S., Caccianiga, B., Caccianiga, L., Candusso, M., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Colalillo, R., Collica, L., Coluccia, M. R., Conceicao, R., Contreras, F., Cook, H., Cooper, M. J., Coutu, S., Covault, C. E., Criss, A., Cronin, J., Curutiu, A., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Diaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Fang, K., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipcic, A., Foerster, N., Fox, B. D., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Frohlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., Garcia, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Bravo, A. Gascon, Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glaser, C., Glass, H., Albarracin, F. Gomez, Berisso, M. Gomez, Vitale, P. F. Gomez, Goncalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gorham, P., Gouffon, P., Grebe, S., Griffith, N., Grillo, A. F., Grubb, T. D., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hill, G. C., Hojvat, C., Hollon, N., Homola, P., Hoerandel, J. R., Horvath, P., Hrabovsky, M., Huber, D., Huege, T., Insolia, A., Isar, P. G., Jansen, S., Jarne, C., Josebachuili, M., Kadija, K., Kambeitz, O., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kegl, B., Keilhauer, B., Keivani, A., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., d, J. Knapp, Krause, R., Krohm, N., Kroemer, O., Kruppke-Hansen, D., Kuempel, D., Kunka, N., La Rosa, G., LaHurd, D., Latronico, L., Lauer, R., Lauscher, M., Lautridou, P., Coz, S. Le, Leao, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lhenry-Yvon, I., Link, K., Lopez, R., Aguera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Malacari, M., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martinez, Martraire, D., Meza, J. J. Masias, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mayotte, E., Mazur, P. O., Medina, C., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Messina, S., Meyhandan, R., Micanovic, S., Micheletti, M. I., Middendorf, L., Minaya, I. A., Miramonti, L., Mitrica, B., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, J. C., Mostafa, M., Moura, C. A., Muller, M. A., Muller, G., Munchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Niggemann, T., Nitz, D., Nosek, D., Novzka, L., Oehlschlager, J., Olinto, A., Oliveira, M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parra, A., Pastor, S., Paul, T., Pech, M., Pekala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Pontz, M., Porcelli, A., Preda, T., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Quinn, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Cabo, I. Rodriguez, Fernandez, G. Rodriguez, Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Frias, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouille-d'Orfeuil, B., Roulet, E., Rovero, A. C., Ruhle, C., Saffi, S. J., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sanchez, F., Sanchez-Lucas, P., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovanek, P., Schroeder, F. G., Schulz, A., Schulz, J., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Sima, O., Smialkowski, A., Smida, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Straub, M., Stutz, A., Suarez, F., Suomijarvi, T., Supanitsky, A. D., Susa, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Tacscuau, O., Tcaciuc, R., Thao, N. T., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomankova, L., Tome, B., Tonachini, A., Elipe, G. Torralba, Machado, D. Torres, Travnicek, P., Tridapalli, D. B., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Galicia, J. F. Valdes, Valino, I., Valore, L., van Aar, G., Berg, A. M. van den, van Velzen, S., van Vliet, A., Varela, E., Cardenas, B. Vargas, Varner, G., Vazquez, J. R., Vazquez, R. A., Veberic, D., Verzi, V., Vicha, J., Videla, M., Villasenor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczynska, B., Wilczynski, H., Will, M., Williams, C., Winchen, T., Wundheiler, B., Wykes, S., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Pierre Auger Observatory is the world's largest cosmic ray observatory. Our current exposure reaches nearly 40,000 km$^2$ str and provides us with an unprecedented quality data set. The performance and stability of the detectors and their enhancements are described. Data analyses have led to a number of major breakthroughs. Among these we discuss the energy spectrum and the searches for large-scale anisotropies. We present analyses of our X$_{max}$ data and show how it can be interpreted in terms of mass composition. We also describe some new analyses that extract mass sensitive parameters from the 100% duty cycle SD data. A coherent interpretation of all these recent results opens new directions. The consequences regarding the cosmic ray composition and the properties of UHECR sources are briefly discussed., Comment: 9 pages, 12 figures, talk given at the 33rd International Cosmic Ray Conference, Rio de Janeiro 2013
Published: 2013
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2. Pierre Auger Observatory and Telescope Array: Joint Contributions to the 33rd International Cosmic Ray Conference (ICRC 2013)

Author: Array, The Telescope, Collaborations, Pierre Auger, Abu-Zayyad, T., Allen, M., Anderson, R., Azuma, R., Barcikowski, E., Belz, J. W, Bergman, D. R., Blake, S. A., Cady, R., Chae, M. J., Cheon, B. G., Chiba, J., Chikawa, M., Cho, W. R., Fujii, T., Fukushima, M., Goto, K., Hanlon, W., Hayashi, Y., Hayashida, N., Hibino, K., Honda, K., Ikeda, D., Inoue, N., Ishii, T., Ishimori, R., Ito, H., Ivanov, D., Jui, C. C. H., Kadota, K., Kakimoto, F., Kalashev, O., Kasahara, K., Kawai, H., Kawakami, S., Kawana, S., Kawata, K., Kido, E., Kim, H. B., Kim, J. H., Kitamura, S., Kitamura, Y., Kuzmin, V., Kwon, Y. J., Lan, J., Lundquist, J. P., Machida, K., Martens, K., Matsuda, T., Matsuyama, T., Matthews, J. N., Minamino, M., Mukai, K., Myers, I., Nagasawa, K., Nagataki, S., Nakamura, T., Nanpei, H., Nonaka, T., Nozato, A., Ogio, S., Oh, S., Ohnishi, M., Ohoka, H., Oki, K., Okuda, T., Ono, M., Oshima, A., Ozawa, S., Park, I. H., Pshirkov, M. S., Rodriguez, D. C., Rubtsov, G., Ryu, D., Sagawa, H., Sakurai, N., Sampson, A. L., Scott, L. M., Shah, P. D., Shibata, F., Shibata, T., Shimodaira, H., Shin, B. K., Shirahama, T., Smith, J. D., Sokolsky, P., Springer, R. W., Stokes, B. T., Stratton, S. R., Stroman, T. A., Takamura, M., Takeda, M., Taketa, A., Takita, M., Tameda, Y., Tanaka, H., Tanaka, K., Tanaka, M., Thomas, S. B., Thomson, G. B., Tinyakov, P., Tkachev, I., Tokuno, H., Tomida, T., Troitsky, S., Tsunesada, Y., Tsutsumi, K., Uchihori, Y., Udo, S., Urban, F., Vasiloff, G., Wada, Y., Wong, T., Yamaoka, H., Yamazaki, K., Yang, J., Yashiro, K., Yoneda, Y., Yoshida, S., Yoshii, H., Zollinger, R., Zundel, Z., Aab, A., Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muniz, J., Batista, R. Alves, Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antivcic, T., Aramo, C., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Barber, K. B., Bardenet, R., Baeuml, J., Baus, C., Beatty, J. J., Becker, K. H., Belletoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blumer, H., Bohacova, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Buchholz, P., Bueno, A., Burton, R. E., Buscemi, M., Caballero-Mora, K. S., Caccianiga, B., Caccianiga, L., Candusso, M., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Colalillo, R., Collica, L., Coluccia, M. R., Conceicao, R., Contreras, F., Cook, H., Cooper, M. J., Coutu, S., Covault, C. E., Criss, A., Cronin, J., Curutiu, A., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Diaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Fang, K., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipcic, A., Foerster, N., Fox, B. D., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Frohlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., Garcia, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Bravo, A. Gascon, Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glaser, C., Glass, H., Albarracin, F. Gomez, Berisso, M. Gomez, Vitale, P. F. Gomez, Goncalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gorham, P., Gouffon, P., Grebe, S., Griffith, N., Grillo, A. F., Grubb, T. D., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hill, G. C., Hojvat, C., Hollon, N., Homola, P., Hoerandel, J. R., Horvath, P., Hrabovsky, M., Huber, D., Huege, T., Insolia, A., Isar, P. G., Jansen, S., Jarne, C., Josebachuili, M., Kadija, K., Kambeitz, O., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kegl, B., Keilhauer, B., Keivani, A., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Krause, R., Krohm, N., Kroemer, O., Kruppke-Hansen, D., Kuempel, D., Kunka, N., La Rosa, G., LaHurd, D., Latronico, L., Lauer, R., Lauscher, M., Lautridou, P., Coz, S. Le, Leao, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., Lopez, R., Aguera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Malacari, M., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martinez, Martraire, D., Meza, J. J. Masias, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mayotte, E., Mazur, P. O., Medina, C., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Messina, S., Meyhandan, R., Micanovic, S., Micheletti, M. I., Middendorf, L., Minaya, I. A., Miramonti, L., Mitrica, B., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, J. C., Mostafa, M., Moura, C. A., Muller, M. A., Muller, G., Munchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Niggemann, T., Nitz, D., Nosek, D., Novzka, L., Oehlschlager, J., Olinto, A., Oliveira, M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parra, A., Pastor, S., Paul, T., Pech, M., Pekala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Pontz, M., Porcelli, A., Preda, T., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Quinn, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Cabo, I. Rodriguez, Fernandez, G. Rodriguez, Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Frias, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouille-d'Orfeuil, B., Roulet, E., Rovero, A. C., Ruhle, C., Saffi, S. J., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sanchez, F., Sanchez-Lucas, P., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovanek, P., Schroeder, F. G., Schulz, A., Schulz, J., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Sima, O., Smialkowski, A., Smida, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Straub, M., Stutz, A., Suarez, F., Suomijarvi, T., Supanitsky, A. D., Susa, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Tacscuau, O., Tcaciuc, R., Thao, N. T., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomankova, L., Tome, B., Tonachini, A., Elipe, G. Torralba, Machado, D. Torres, Travnicek, P., Tridapalli, D. B., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Galicia, J. F. Valdes, Valino, I., Valore, L., van Aar, G., Berg, A. M. van den, van Velzen, S., van Vliet, A., Varela, E., Cardenas, B. Vargas, Varner, G., Vazquez, J. R., Vazquez, R. A., Veberic, D., Verzi, V., Vicha, J., Videla, M., Villasenor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczynska, B., Wilczynski, H., Will, M., Williams, C., Winchen, T., Wundheiler, B., Wykes, S., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Instrumentation and Methods for Astrophysics
Abstract: Joint contributions of the Pierre Auger and Telescope Array Collaborations to the 33rd International Cosmic Ray Conference, Rio de Janeiro, Brazil, July 2013: cross-calibration of the fluorescence telescopes, large scale anisotropies and mass composition., Comment: Joint contributions of the Pierre Auger and Telescope Array Collaborations to the 33rd International Cosmic Ray Conference, Rio de Janeiro, Brazil, July 2013
Published: 2013

3. Antennas for the Detection of Radio Emission Pulses from Cosmic-Ray induced Air Showers at the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muñiz, J., Batista, R. Alves, Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Baus, C., Beatty, J. J., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M. M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Buroker, L., Burton, R. E., Caballero-Mora, K. S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Diaz, J. Chirinos, Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Collica, L., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Castro, M. L. Díaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Bravo, A. Gascon, Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Vitale, P. F. Gómez, Gonçalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jansen, S., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., LaHurd, D., Latronico, L., Lauer, R., Lautridou, P., Coz, S. Le, Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Martraire, D., Meza, J. J. Masías, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Meyhandan, R., Mićanović, S., Micheletti, M. I., Minaya, I. A., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Mostafá, M., Moura, C. A., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Ponce, V. H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Rodriguez, G., Cabo, I. Rodriguez, Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Sima, O., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Tcaciuc, R., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., van Aar, G., Berg, A. M. van den, van Vliet, A., Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Garcia, B. Zamorano, Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Silva, M. Zimbres, Ziolkowski, M., Charrier, D., Denis, L., Hilgers, G., Mohrmann, L., Philipps, B., and Seeger, O.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics
Abstract: The Pierre Auger Observatory is exploring the potential of the radio detection technique to study extensive air showers induced by ultra-high energy cosmic rays. The Auger Engineering Radio Array (AERA) addresses both technological and scientific aspects of the radio technique. A first phase of AERA has been operating since September 2010 with detector stations observing radio signals at frequencies between 30 and 80 MHz. In this paper we present comparative studies to identify and optimize the antenna design for the final configuration of AERA consisting of 160 individual radio detector stations. The transient nature of the air shower signal requires a detailed description of the antenna sensor. As the ultra-wideband reception of pulses is not widely discussed in antenna literature, we review the relevant antenna characteristics and enhance theoretical considerations towards the impulse response of antennas including polarization effects and multiple signal reflections. On the basis of the vector effective length we study the transient response characteristics of three candidate antennas in the time domain. Observing the variation of the continuous galactic background intensity we rank the antennas with respect to the noise level added to the galactic signal., Comment: Accepted for publication in JINST, 50 pages, 25 figures
Published: 2012
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4. The Rapid Atmospheric Monitoring System of the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muñiz, J., Batista, R. Alves, Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Baus, C., Beatty, J. J., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Buroker, L., Burton, R. E., Caballero-Mora, K. S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Diaz, J. Chirinos, Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Collica, L., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Castro, M. L. Díaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Fang, K., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Bravo, A. Gascon, Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Vitale, P. F. Gómez, Gonçalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jansen, S., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., LaHurd, D., Latronico, L., Lauer, R., Lautridou, P., Coz, S. Le, Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Martraire, D., Meza, J. J. Masías, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Meyhandan, R., Mićanović, S., Micheletti, M. I., Minaya, I. A., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Mostafá, M., Moura, C. A., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Ponce, V. H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Rodriguez, G., Cabo, I. Rodriguez, Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Sima, O., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Tcaciuc, R., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., van Aar, G., Berg, A. M. van den, van Vliet, A., Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Garcia, B. Zamorano, Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Pierre Auger Observatory is a facility built to detect air showers produced by cosmic rays above 10^17 eV. During clear nights with a low illuminated moon fraction, the UV fluorescence light produced by air showers is recorded by optical telescopes at the Observatory. To correct the observations for variations in atmospheric conditions, atmospheric monitoring is performed at regular intervals ranging from several minutes (for cloud identification) to several hours (for aerosol conditions) to several days (for vertical profiles of temperature, pressure, and humidity). In 2009, the monitoring program was upgraded to allow for additional targeted measurements of atmospheric conditions shortly after the detection of air showers of special interest, e.g., showers produced by very high-energy cosmic rays or showers with atypical longitudinal profiles. The former events are of particular importance for the determination of the energy scale of the Observatory, and the latter are characteristic of unusual air shower physics or exotic primary particle types. The purpose of targeted (or "rapid") monitoring is to improve the resolution of the atmospheric measurements for such events. In this paper, we report on the implementation of the rapid monitoring program and its current status. The rapid monitoring data have been analyzed and applied to the reconstruction of air showers of high interest, and indicate that the air fluorescence measurements affected by clouds and aerosols are effectively corrected using measurements from the regular atmospheric monitoring program. We find that the rapid monitoring program has potential for supporting dedicated physics analyses beyond the standard event reconstruction.
Published: 2012
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5. A search for ultra-high energy neutrinos in highly inclined events at the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Anticic, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badescu, A. M., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Bohácová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Diaz, J. Chirinos, Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Castro, M. L. Díaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Filevich, A., Filipcic, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Vitale, P. F. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hansen, P., Harari, D., Harmsma, S., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lauer, R., Lautridou, P., Coz, S. Le, Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Micanovic, S., Micheletti, M. I., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Mostafá, M., Moura, C. A., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Newton, D., Nhung, P. T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pekala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Sima, O., Smialkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Tascau, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberic, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczynska, B., Wilczynski, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhu, Y., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Surface Detector of the Pierre Auger Observatory is sensitive to neutrinos of all flavours above 0.1 EeV. These interact through charged and neutral currents in the atmosphere giving rise to extensive air showers. When interacting deeply in the atmosphere at nearly horizontal incidence, neutrinos can be distinguished from regular hadronic cosmic rays by the broad time structure of their shower signals in the water-Cherenkov detectors. In this paper we present for the first time an analysis based on down-going neutrinos. We describe the search procedure, the possible sources of background, the method to compute the exposure and the associated systematic uncertainties. No candidate neutrinos have been found in data collected from 1 January 2004 to 31 May 2010. Assuming an E^-2 differential energy spectrum the limit on the single flavour neutrino is (E^2 * dN/dE) < 1.74x10^-7 GeV cm^-2 s^-1 sr^-1 at 90% C.L. in the energy range 1x10^17 eV < E < 1x10^20 eV., Comment: 16 pages, 14 figures, published 30 December 2011
Published: 2012
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6. Description of Atmospheric Conditions at the Pierre Auger Observatory using the Global Data Assimilation System (GDAS)

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badescu, A. M., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Diaz, J. Chirinos, Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Castro, M. L. Díaz, Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Roca, S. T. Garcia, Garcia-Gamez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Vitale, P. F. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., LaHurd, D., Latronico, L., Lauer, R., Lautridou, P., Coz, S. Le, Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Minaya, I. A., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Mostafá, M., Moura, C. A., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Greus, F. Salesa, Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Sima, O., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Peixoto, C. J. Todero, Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhu, Y., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: Atmospheric conditions at the site of a cosmic ray observatory must be known for reconstructing observed extensive air showers. The Global Data Assimilation System (GDAS) is a global atmospheric model predicated on meteorological measurements and numerical weather predictions. GDAS provides altitude-dependent profiles of the main state variables of the atmosphere like temperature, pressure, and humidity. The original data and their application to the air shower reconstruction of the Pierre Auger Observatory are described. By comparisons with radiosonde and weather station measurements obtained on-site in Malarg\"ue and averaged monthly models, the utility of the GDAS data is shown.
Published: 2012
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7. The effect of the geomagnetic field on cosmic ray energy estimates and large scale anisotropy searches on data from the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics
Abstract: We present a comprehensive study of the influence of the geomagnetic field on the energy estimation of extensive air showers with a zenith angle smaller than $60^\circ$, detected at the Pierre Auger Observatory. The geomagnetic field induces an azimuthal modulation of the estimated energy of cosmic rays up to the ~2% level at large zenith angles. We present a method to account for this modulation of the reconstructed energy. We analyse the effect of the modulation on large scale anisotropy searches in the arrival direction distributions of cosmic rays. At a given energy, the geomagnetic effect is shown to induce a pseudo-dipolar pattern at the percent level in the declination distribution that needs to be accounted for., Comment: 20 pages, 14 figures
Published: 2011
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8. The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray Showers detected by the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., G. Navarra, Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pękala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment
Abstract: In this paper we introduce the concept of Lateral Trigger Probability (LTP) function, i.e., the probability for an extensive air shower (EAS) to trigger an individual detector of a ground based array as a function of distance to the shower axis, taking into account energy, mass and direction of the primary cosmic ray. We apply this concept to the surface array of the Pierre Auger Observatory consisting of a 1.5 km spaced grid of about 1600 water Cherenkov stations. Using Monte Carlo simulations of ultra-high energy showers the LTP functions are derived for energies in the range between 10^{17} and 10^{19} eV and zenith angles up to 65 degs. A parametrization combining a step function with an exponential is found to reproduce them very well in the considered range of energies and zenith angles. The LTP functions can also be obtained from data using events simultaneously observed by the fluorescence and the surface detector of the Pierre Auger Observatory (hybrid events). We validate the Monte-Carlo results showing how LTP functions from data are in good agreement with simulations., Comment: 22 pages, 8 figures. Published in Astroparticle Physics
Published: 2011
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9. Search for signatures of magnetically-induced alignment in the arrival directions measured by the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Silva, M. Zimbres, and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: We present the results of an analysis of data recorded at the Pierre Auger Observatory in which we search for groups of directionally-aligned events (or `multiplets') which exhibit a correlation between arrival direction and the inverse of the energy. These signatures are expected from sets of events coming from the same source after having been deflected by intervening coherent magnetic fields. The observation of several events from the same source would open the possibility to accurately reconstruct the position of the source and also measure the integral of the component of the magnetic field orthogonal to the trajectory of the cosmic rays. We describe the largest multiplets found and compute the probability that they appeared by chance from an isotropic distribution. We find no statistically significant evidence for the presence of multiplets arising from magnetic deflections in the present data., Comment: Accepted for publication in Astroparticle Physics
Published: 2011
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10. The Pierre Auger Observatory I: The Cosmic Ray Energy Spectrum and Related Measurements

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. -H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, kowski, A. Śmiał, Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Tiwari, C. Timmermans D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtnik, M., Zaw, I., Zepeda, A., Zimbres-Silva, M., and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment
Abstract: Studies of the cosmic ray energy spectrum at the highest energies with the Pierre Auger Observatory, Comment: Contributions to the 32nd International Cosmic Ray Conference, Beijing, China, August 2011
Published: 2011

11. The Pierre Auger Observatory III: Other Astrophysical Observations

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. -H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, kowski, A. Śmiał, Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Tiwari, C. Timmermans D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtnik, M., Zaw, I., Zepeda, A., Zimbres-Silva, M., and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment
Abstract: Astrophysical observations of ultra-high-energy cosmic rays with the Pierre Auger Observatory, Comment: Contributions to the 32nd International Cosmic Ray Conference, Beijing, China, August 2011
Published: 2011

12. The Pierre Auger Observatory IV: Operation and Monitoring

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. -H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, kowski, A. Śmiał, Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Tiwari, C. Timmermans D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtnik, M., Zaw, I., Zepeda, A., Zimbres-Silva, M., and Ziolkowski, M.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment, Physics - Instrumentation and Detectors
Abstract: Technical reports on operations and monitoring of the Pierre Auger Observatory, Comment: Constributions to 32nd International Cosmic Ray Conference, Beijing, China, August 2011
Published: 2011

13. The Pierre Auger Observatory II: Studies of Cosmic Ray Composition and Hadronic Interaction models

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. -H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, kowski, A. Śmiał, Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Tiwari, C. Timmermans D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtnik, M., Zaw, I., Zepeda, A., Zimbres-Silva, M., and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment
Abstract: Studies of the composition of the highest energy cosmic rays with the Pierre Auger Observatory, including examination of hadronic physics effects on the structure of extensive air showers., Comment: Contributions to the 32nd International Cosmic Ray Conference, Beijing, China, August 2011
Published: 2011

14. The Pierre Auger Observatory V: Enhancements

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. -H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, kowski, A. Śmiał, Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Tiwari, C. Timmermans D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtnik, M., Zaw, I., Zepeda, A., Zimbres-Silva, M., and Ziolkowski, M.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - High Energy Astrophysical Phenomena, High Energy Physics - Experiment, Physics - Instrumentation and Detectors
Abstract: Ongoing and planned enhancements of the Pierre Auger Observatory, Comment: Contributions to 32nd International Cosmic Ray Conference, Beijing, China, August 2011
Published: 2011
Full Text: View/download PDF

15. Anisotropy and chemical composition of ultra-high energy cosmic rays using arrival directions measured by the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Tapia, I. Fajardo, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., López, K. Link R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Martinez, H., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura, C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Lopez, H. H. Silva, Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Ruiz, C. G. Tavera, Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Varela, E., Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Pierre Auger Collaboration has reported evidence for anisotropy in the distribution of arrival directions of the cosmic rays with energies $E>E_{th}=5.5\times 10^{19}$ eV. These show a correlation with the distribution of nearby extragalactic objects, including an apparent excess around the direction of Centaurus A. If the particles responsible for these excesses at $E>E_{th}$ are heavy nuclei with charge $Z$, the proton component of the sources should lead to excesses in the same regions at energies $E/Z$. We here report the lack of anisotropies in these directions at energies above $E_{th}/Z$ (for illustrative values of $Z=6,\ 13,\ 26$). If the anisotropies above $E_{th}$ are due to nuclei with charge $Z$, and under reasonable assumptions about the acceleration process, these observations imply stringent constraints on the allowed proton fraction at the lower energies.
Published: 2011
Full Text: View/download PDF

16. Search for First Harmonic Modulation in the Right Ascension Distribution of Cosmic Rays Detected at the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Beatty, J. J., Becker, B. R., Becker, K. H., Bellido, J. A., Benzvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., D'Olivo, C. Dobrigkeit J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kampert, K. H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura., C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P. T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Taşcău, O., Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., and Zepeda, A.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: We present the results of searches for dipolar-type anisotropies in different energy ranges above $2.5\times 10^{17}$ eV with the surface detector array of the Pierre Auger Observatory, reporting on both the phase and the amplitude measurements of the first harmonic modulation in the right-ascension distribution. Upper limits on the amplitudes are obtained, which provide the most stringent bounds at present, being below 2% at 99% $C.L.$ for EeV energies. We also compare our results to those of previous experiments as well as with some theoretical expectations., Comment: 28 pages, 11 figures
Published: 2011
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17. Advanced functionality for radio analysis in the Offline software framework of the Pierre Auger Observatory

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Beatty, J. J., Becker, B. R., Becker, K. H., Bellido, J. A., BenZvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kampert, K. H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mičanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafá, M., Moura., C. A., Mueller, S., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P. T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., de Carvalho, W. Rodrigues, Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Taşcău, O., Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Subjects: Astrophysics - Instrumentation and Methods for Astrophysics
Abstract: The advent of the Auger Engineering Radio Array (AERA) necessitates the development of a powerful framework for the analysis of radio measurements of cosmic ray air showers. As AERA performs "radio-hybrid" measurements of air shower radio emission in coincidence with the surface particle detectors and fluorescence telescopes of the Pierre Auger Observatory, the radio analysis functionality had to be incorporated in the existing hybrid analysis solutions for fluoresence and surface detector data. This goal has been achieved in a natural way by extending the existing Auger Offline software framework with radio functionality. In this article, we lay out the design, highlights and features of the radio extension implemented in the Auger Offline framework. Its functionality has achieved a high degree of sophistication and offers advanced features such as vectorial reconstruction of the electric field, advanced signal processing algorithms, a transparent and efficient handling of FFTs, a very detailed simulation of detector effects, and the read-in of multiple data formats including data from various radio simulation codes. The source code of this radio functionality can be made available to interested parties on request., Comment: accepted for publication in NIM A, 13 pages, minor corrections to author list and references in v2
Published: 2011
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18. Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter

Author: The Pierre Auger Collaboration, Abreu, P., Aglietta, M., Ahn, E. J., Allard, D., Allekotte, I., Allen, J., Castillo, J. Alvarez, Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arisaka, K., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badagnani, D., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Beatty, J. J., Becker, B. R., Becker, K. H., Bellétoile, A., Bellido, J. A., Berat, C., Bergmann, T., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Busca, N. G., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Colombo, E., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., Junior, W. J. M. de Mello, Neto, J. R. T. de Mello, De Mitri, I., de Souza, V., de Vries, K. D., Decerprit, G., del Peral, L., Deligny, O., Della Selva, A., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J. C., Castro, M. L. Díaz, Diep, P. N., Dobrigkeit, C., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Anjos, J. C. dos, Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Luis, P. Facal San, Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fleck, I., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fröhlich, U., Fuchs, B., Fulgione, W., Gamarra, R. F., Gambetta, S., García, B., Gámez, D. García, Garcia-Pinto, D., Garrido, X., Gascon, A., Gelmini, G., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Albarracin, F. Gomez, Berisso, M. Gómez, Gonçalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Grigat, M., Grillo, A. F., Guarino, Y. Guardincerri F., Guedes, G. P., Hague, J. D., Harmsma, P. Hansen D. Harari S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Holmes, V. C., Homola, P., Hörandel, J. R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kaducak, M., Kampert, K. H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M. S. A. B., Lebrun, D., Lebrun, P., de Oliveira, M. A. Leigui, Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Agüera, A. Lopez, Louedec, K., Bahilo, J. Lozano, Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Falcon, H. R. Marquez, Marsella, G., Martello, D., Martin, L., Bravo, O. Martínez, Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., McEwen, M., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Meurer, C., Mičanović, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Ragaigne, D. Monnier, Montanet, F., Morales, B., Morello, C., Moreno, E., Morris, J. C. Moreno C., Mostafá, M., Mueller, S., Muller, M. A., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nhung, P. T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Selmi-Dei, D. Pakk, Palatka, M., Palmieri, J. Pallotta N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R. D., Pastor, S., Paul, T., Pavlidou, V., Payet, K., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Rautenberg, E. J. Quel J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., Rodriguez, G., Martino, J. Rodriguez, Rojo, J. Rodriguez, Rodriguez-Cabo, I., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d'Orfeuil, B., Roulet, E., Rovero, A. C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schüssler, F., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Tamashiro, A., Tapia, A., Tarutina, T., Taşcău, O., Tcaciuc, R., Tcherniakhovski, D., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Peixoto, C. J. Todero, Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Galicia, J. F. Valdés, Valiño, I., Valore, L., Berg, A. M. van den, Cárdenas, B. Vargas, Vázquez, J. R., Vázquez, R. A., Veberič, D., Venters, T., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weidenhaupt, K., Weindl, A., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Subjects: Astrophysics - High Energy Astrophysical Phenomena
Abstract: Data collected by the Pierre Auger Observatory through 31 August 2007 showed evidence for anisotropy in the arrival directions of cosmic rays above the Greisen-Zatsepin-Kuz'min energy threshold, \nobreak{$6\times 10^{19}$eV}. The anisotropy was measured by the fraction of arrival directions that are less than $3.1^\circ$ from the position of an active galactic nucleus within 75 Mpc (using the V\'eron-Cetty and V\'eron $12^{\rm th}$ catalog). An updated measurement of this fraction is reported here using the arrival directions of cosmic rays recorded above the same energy threshold through 31 December 2009. The number of arrival directions has increased from 27 to 69, allowing a more precise measurement. The correlating fraction is $(38^{+7}_{-6})%$, compared with $21%$ expected for isotropic cosmic rays. This is down from the early estimate of $(69^{+11}_{-13})%$. The enlarged set of arrival directions is examined also in relation to other populations of nearby extragalactic objects: galaxies in the 2 Microns All Sky Survey and active galactic nuclei detected in hard X-rays by the Swift Burst Alert Telescope. A celestial region around the position of the radiogalaxy Cen A has the largest excess of arrival directions relative to isotropic expectations. The 2-point autocorrelation function is shown for the enlarged set of arrival directions and compared to the isotropic expectation., Comment: Accepted for publication in Astroparticle Physics on 31 August 2010
Published: 2010
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19. On sampling determinantal and Pfaffian point processes on a quantum computer

Author: Bardenet, R. (Remi), Fanuel, M. (Michaël), Feller, A. (Alexandre), and Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Subjects: Determinantal and Pfaffian point processes, fermionic systems, quantum circuits, Givens rotations
Abstract: DPPs were introduced by Macchi as a model in quantum optics the 1970s. Since then, they have been widely used as models and subsampling tools in statistics and computer science. Most applications require sampling from a DPP, and given their quantum origin, it is natural to wonder whether sampling a DPP on a quantum computer is easier than on a classical one. We focus here on DPPs over a finite state space, which are distributions over the subsets of {1,. .. , N } parametrized by an N ×N Hermitian kernel matrix. Vanilla sampling consists in two steps, of respective costs O(N^3) and O(N r^2) operations on a classical computer, where r is the rank of the kernel matrix. A large first part of the current paper consists in explaining why the state-of-the-art in quantum simulation of fermionic systems already yields quantum DPP sampling algorithms. We then modify existing quantum circuits, and discuss their insertion in a full DPP sampling pipeline that starts from practical kernel specifications. The bottom line is that, with P (classical) parallel processors, we can divide the preprocessing cost by P and build a quantum circuit with O(N r) gates that sample a given DPP, with depth varying from O(N) to O(r log N) depending on qubit-communication constraints on the target machine. We also connect existing work on the simulation of superconductors to Pfaffian point processes, which generalize DPPs and would be a natural addition to the machine learner's toolbox. Finally, the circuits are empirically validated on a classical simulator and on 5-qubit machines.
Published: 2023

20. Identifying clouds over the Pierre Auger Observatory using infrared satellite data

Author: Abreu, P., Aglietta, M., Ahlers, M., Ahn, E.J., Albuquerque, I.F.M., Allekotte, I., Allen, J., Allison, P., Almela, A., Alvarez Castillo, J., Alvarez-Muñiz, J., Alves Batista, R., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A.M., Barber, K.B., Barbosa, A.F., Bardenet, R., Baughman, B., Bäuml, J., Baus, C., Beatty, J.J., Becker, K.H., Bellétoile, A., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W.C., Buchholz, P., Bueno, A., Buroker, L., Burton, R.E., Buscemi, M., Caballero-Mora, K.S., Caccianiga, B., Caccianiga, L., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Cheng, S.H., Chiavassa, A., Chinellato, J.A., Chirinos, J., Chudoba, J., Cilmo, M., Clay, R.W., Cocciolo, G., Colalillo, R., Collica, L., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coutu, S., Covault, C.E., Criss, A., Cronin, J., Curutiu, A., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., de Jong, S.J., De La Vega, G., de Mello, W.J.M., Jr, de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Diogo, F., Dobrigkeit, C., Docters, W., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Falcke, H., Fang, K., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Fick, B., Figueira, J.M., Filevich, A., Filipčič, A., Fliescher, S., Fox, B.D., Fracchiolla, C.E., Fraenkel, E.D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R.F., Gambetta, S., García, B., Garcia Roca, S.T., Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Gascon Bravo, A., Gemmeke, H., Ghia, P.L., Giller, M., Gitto, J., Glaser, C., Glass, H., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gómez Vitale, P.F., Gonçalves, P., Gonzalez, J.G., Gookin, B., Gorgi, A., Gorham, P., Gouffon, P., Grebe, S., Griffith, N., Grillo, A.F., Grubb, T.D., Guardincerri, Y., Guarino, F., Guedes, G.P., Hansen, P., Harari, D., Harrison, T.A., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hill, G.C., Hojvat, C., Hollon, N., Holmes, V.C., Homola, P., Hörandel, J.R., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Jansen, S., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K.H., Karhan, P., Kasper, P., Katkov, I., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Krause, R., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., LaHurd, D., Latronico, L., Lauer, R., Lauscher, M., Lautridou, P., Le Coz, S., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Malacari, M., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, J., Marin, V., Mariş, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Martraire, D., Masías Meza, J.J., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurel, D., Maurizio, D., Mayotte, E., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Messina, S., Meyhandan, R., Mićanović, S., Micheletti, M.I., Middendorf, L., Minaya, I.A., Miramonti, L., Mitrica, B., Molina-Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, J.C., Mostafá, M., Moura, C.A., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P.T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Niggemann, T., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Oliveira, M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parra, A., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Ponce, V.H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E.J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Rodrigues de Carvalho, W., Rodriguez Cabo, I., Rodriguez Fernandez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Saffi, S.J., Saftoiu, A., Salamida, F., Salazar, H., Salesa Greus, F., Salina, G., Sánchez, F., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, B., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F.G., Schulz, J., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Sima, O., Śmiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y.N., Stanič, S., Stapleton, J., Stasielak, J., Stephan, M., Straub, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Tcaciuc, R., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Todero Peixoto, C.J., Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Torralba Elipe, G., Torres Machado, D., Travnicek, P., Tridapalli, D.B., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van Aar, G., van den Berg, A.M., van Velzen, S., van Vliet, A., Varela, E., Vargas Cárdenas, B., Varner, G., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B.J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano Garcia, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Zimbres Silva, M., and Ziolkowski, M.
Published: 2013
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21. Description of atmospheric conditions at the Pierre Auger Observatory using the Global Data Assimilation System (GDAS)

Author: Abreu, P., Aglietta, M., Ahlers, M., Ahn, E.J., Albuquerque, I.F.M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antiči’c, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badescu, A.M., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Bäuml, J., Beatty, J.J., Becker, B.R., Becker, K.H., Bellétoile, A., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Caballero-Mora, K.S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S.H., Chiavassa, A., Chinellato, J.A., Chirinos Diaz, J., Chudoba, J., Clay, R.W., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Díaz Castro, M.L., Diep, P.N., Diogo, F., Dobrigkeit, C., Docters, W., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R.F., Gambetta, S., García, B., Garcia Roca, S.T., Garcia-Gamez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gómez Vitale, P.F., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Guzman, A., Hansen, P., Harari, D., Harrison, T.A., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Hollon, N., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K.H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., LaHurd, D., Latronico, L., Lauer, R., Lautridou, P., Le Coz, S., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, J., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mi’canovi’c, S., Micheletti, M.I., Minaya, I.A., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Mostafá, M., Moura, C.A., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P.T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E.J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Salesa Greus, F., Salina, G., Sánchez, F., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Silva Lopez, H.H., Sima, O., ’Smiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y.N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Tavera Ruiz, C.G., Tcaciuc, R., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Todero Peixoto, C.J., Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Varela, E., VargasCárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B.J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhu, Y., Zimbres Silva, M., and Ziolkowski, M.
Published: 2012
Full Text: View/download PDF

22. Search for signatures of magnetically-induced alignment in the arrival directions measured by the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E.J., Albuquerque, I.F.M., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Bäuml, J., Beatty, J.J., Becker, B.R., Becker, K.H., Bellétoile, A., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S.H., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Dobrigkeit, C., Docters, W., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R.F., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Guzman, A., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Hollon, N., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K.H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, J., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Moura, C.A., Mueller, S., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P.T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R.D., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Silva Lopez, H.H., Śmiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Tavera Ruiz, C.G., Tcaciuc, R., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Varela, E., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zimbres Silva, M., and Ziolkowski, M.
Published: 2012
Full Text: View/download PDF

23. The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray showers detected by the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E.J., Albuquerque, I.F.M., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Bäuml, J., Beatty, J.J., Becker, B.R., Becker, K.H., Bellétoile, A., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S.H., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J.C., Dı´az Castro, M.L., Diep, P.N., Dobrigkeit, C., Docters, W., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Etchegoyen, A., Facal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R.F., Gambetta, S., Garcı´a, B., Garcı´a Gámez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Guzman, A., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Hollon, N., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Kadija, K., Kampert, K.H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, J., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martı´nez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Moura, C.A., Mueller, S., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P.T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R.D., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodrı´guez-Frı´as, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Silva Lopez, H.H., Śmiałkowski, A., Šmı´da, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcău, O., Tavera Ruiz, C.G., Tcaciuc, R., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Varela, E., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Published: 2011
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24. Search for first harmonic modulation in the right ascension distribution of cosmic rays detected at the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E.J., Albuquerque, I.F.M., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Beatty, J.J., Becker, B.R., Becker, K.H., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello, W.J.M., Junior, de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Dobrigkeit, C., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Etchegoyen, A., Facal San Luis, P., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Gamarra, R.F., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kampert, K.H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Moura, C.A., Mueller, S., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P.T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R.D., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Taşcău, O., Tcaciuc, R., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Published: 2011
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25. The exposure of the hybrid detector of the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E.J., Allard, D., Allekotte, I., Allen, J., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arisaka, K., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badagnani, D., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Beatty, J.J., Becker, B.R., Becker, K.H., Bellétoile, A., Bellido, J.A., BenZvi, S., Berat, C., Bergmann, T., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Busca, N.G., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Colombo, E., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., Deligny, O., Della Selva, A., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Dobrigkeit, C., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Etchegoyen, A., Facal San Luis, P., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fleck, I., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Fulgione, W., Gamarra, R.F., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Garrido, X., Gascon, A., Gelmini, G., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kaducak, M., Kampert, K.H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., McEwen, M., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Meurer, C., Mičanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Mueller, S., Muller, M.A., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nhung, P.T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R.D., Pastor, S., Paul, T., Pavlidou, V., Payet, K., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schüssler, F., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Tamashiro, A., Tapia, A., Tarutina, T., Taşcău, O., Tcaciuc, R., Tcherniakhovski, D., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Venters, T., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A.A., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Published: 2011
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26. Advanced functionality for radio analysis in the Offline software framework of the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahn, E.J., Albuquerque, I.F.M., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Beatty, J.J., Becker, B.R., Becker, K.H., Bellido, J.A., BenZvi, S., Berat, C., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., Deligny, O., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Dobrigkeit, C., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Etchegoyen, A., Facal San Luis, P., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Gamarra, R.F., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kampert, K.H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Moura, C.A., Mueller, S., Muller, M.A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P.T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R.D., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Risse, M., Ristori, P., Rivera, H., Riviére, C., Rizi, V., Robledo, C., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., ŚmiaŁkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Taşcău, O., Tcaciuc, R., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A.A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Published: 2011
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27. Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter

Author: Abreu, P., Aglietta, M., Ahn, E.J., Allard, D., Allekotte, I., Allen, J., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arisaka, K., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Badagnani, D., Balzer, M., Barber, K.B., Barbosa, A.F., Bardenet, R., Barroso, S.L.C., Baughman, B., Beatty, J.J., Becker, B.R., Becker, K.H., Bellétoile, A., Bellido, J.A., Berat, C., Bergmann, T., Bertou, X., Biermann, P.L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W.C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R.E., Busca, N.G., Caballero-Mora, K.S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J.A., Chou, A., Chudoba, J., Clay, R.W., Colombo, E., Coluccia, M.R., Conceição, R., Contreras, F., Cook, H., Cooper, M.J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C.E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B.R., de Almeida, R.M., De Domenico, M., De Donato, C., de Jong, S.J., De La Vega, G., de Mello Junior, W.J.M., de Mello Neto, J.R.T., De Mitri, I., de Souza, V., de Vries, K.D., Decerprit, G., del Peral, L., Deligny, O., Della Selva, A., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J.C., Díaz Castro, M.L., Diep, P.N., Dobrigkeit, C., D’Olivo, J.C., Dong, P.N., Dorofeev, A., dos Anjos, J.C., Dova, M.T., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C.O., Etchegoyen, A., Facal San Luis, P., Falcke, H., Farrar, G., Fauth, A.C., Fazzini, N., Ferguson, A.P., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fleck, I., Fliescher, S., Fracchiolla, C.E., Fraenkel, E.D., Fröhlich, U., Fuchs, B., Fulgione, W., Gamarra, R.F., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Garrido, X., Gascon, A., Gelmini, G., Gemmeke, H., Gesterling, K., Ghia, P.L., Giaccari, U., Giller, M., Glass, H., Gold, M.S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J.G., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S.R., Grashorn, E., Grebe, S., Grigat, M., Grillo, A.F., Guardincerri, Y., Guarino, F., Guedes, G.P., Hague, J.D., Hansen, P., Harari, D., Harmsma, S., Harton, J.L., Haungs, A., Hebbeker, T., Heck, D., Herve, A.E., Hojvat, C., Holmes, V.C., Homola, P., Hörandel, J.R., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kaducak, M., Kampert, K.H., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J.L., Kemp, E., Kieckhafer, R.M., Klages, H.O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D.-H., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J.K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M.S.A.B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M.A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M.C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A.G., Marin, V., Maris, I.C., Marquez Falcon, H.R., Marsella, G., Martello, D., Martin, L., Martínez Bravo, O., Mathes, H.J., Matthews, J., Matthews, J.A.J., Matthiae, G., Maurizio, D., Mazur, P.O., McEwen, M., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Meurer, C., Mičanović, S., Micheletti, M.I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J.C., Morris, C., Mostafá, M., Mueller, S., Muller, M.A., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J.L., Navas, S., Necesal, P., Nellen, L., Nhung, P.T., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V.M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R.D., Pastor, S., Paul, T., Pavlidou, V., Payet, K., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I.M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pimenta, M., Pirronello, V., Platino, M., Ponce, V.H., Pontz, M., Privitera, P., Prouza, M., Quel, E.J., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M.D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A.C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C.E., Santos, E., Santos, E.M., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schüssler, F., Schuster, D., Sciutto, S.J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R.C., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G.R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A.D., Šuša, T., Sutherland, M.S., Swain, J., Szadkowski, Z., Tamashiro, A., Tapia, A., Tarutina, T., Taşcău, O., Tcaciuc, R., Tcherniakhovski, D., Tegolo, D., Thao, N.T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D.K., Tkaczyk, W., Todero Peixoto, C.J., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D.B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J.F., Valiño, I., Valore, L., van den Berg, A.M., Vargas Cárdenas, B., Vázquez, J.R., Vázquez, R.A., Veberič, D., Venters, T., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A.A., Weidenhaupt, K., Weindl, A., Whelan, B.J., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M.G., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Published: 2010
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28. Nonparametric estimation of continuous DPPs with kernel methods

Author: Fanuel, Micha��l, Bardenet, R��mi, Centre National de la Recherche Scientifique (CNRS), Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), ANR-20-CHIA-0002,Baccarat,Apprentissage bayésien pour les modèles coûteux, avec applications à la biologie cellulaire(2020), European Project: ERC-2019-STG-851866,Blackjack, and Université de Lille-Centrale Lille-Centre National de la Recherche Scientifique (CNRS)
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Machine Learning (stat.ML), Machine Learning (cs.LG)
Abstract: Determinantal Point Process (DPPs) are statistical models for repulsive point patterns. Both sampling and inference are tractable for DPPs, a rare feature among models with negative dependence that explains their popularity in machine learning and spatial statistics. Parametric and nonparametric inference methods have been proposed in the finite case, i.e. when the point patterns live in a finite ground set. In the continuous case, only parametric methods have been investigated, while nonparametric maximum likelihood for DPPs -- an optimization problem over trace-class operators -- has remained an open question. In this paper, we show that a restricted version of this maximum likelihood (MLE) problem falls within the scope of a recent representer theorem for nonnegative functions in an RKHS. This leads to a finite-dimensional problem, with strong statistical ties to the original MLE. Moreover, we propose, analyze, and demonstrate a fixed point algorithm to solve this finite-dimensional problem. Finally, we also provide a controlled estimate of the correlation kernel of the DPP, thus providing more interpretability., 26 pages, 7 figures. To appear at NeurIPS 2021
Published: 2021

29. Learning from DPPs via Sampling: Beyond HKPV and symmetry

Author: Bardenet, R., Ghosh, Subhroshekhar, Centre National de la Recherche Scientifique (CNRS), Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), and National University of Singapore (NUS)
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Machine Learning (stat.ML), Machine Learning (cs.LG)
Abstract: Determinantal point processes (DPPs) have become a significant tool for recommendation systems, feature selection, or summary extraction, harnessing the intrinsic ability of these probabilistic models to facilitate sample diversity. The ability to sample from DPPs is paramount to the empirical investigation of these models. Most exact samplers are variants of a spectral meta-algorithm due to Hough, Krishnapur, Peres and Vir\'ag (henceforth HKPV), which is in general time and resource intensive. For DPPs with symmetric kernels, scalable HKPV samplers have been proposed that either first downsample the ground set of items, or force the kernel to be low-rank, using e.g. Nystr\"om-type decompositions. In the present work, we contribute a radically different approach than HKPV. Exploiting the fact that many statistical and learning objectives can be effectively accomplished by only sampling certain key observables of a DPP (so-called linear statistics), we invoke an expression for the Laplace transform of such an observable as a single determinant, which holds in complete generality. Combining traditional low-rank approximation techniques with Laplace inversion algorithms from numerical analysis, we show how to directly approximate the distribution function of a linear statistic of a DPP. This distribution function can then be used in hypothesis testing or to actually sample the linear statistic, as per requirement. Our approach is scalable and applies to very general DPPs, beyond traditional symmetric kernels.
Published: 2020

30. Kernel interpolation with continuous volume sampling

Author: Belhadji, Ayoub, Bardenet, R��mi, Chainais, Pierre, Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS), and Centrale Lille
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], Statistics - Machine Learning, Probability (math.PR), FOS: Mathematics, Machine Learning (stat.ML), Numerical Analysis (math.NA), Mathematics - Numerical Analysis, [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH], Mathematics - Probability, Machine Learning (cs.LG)
Abstract: International audience; A fundamental task in kernel methods is to pick nodes and weights, so as to approximate a given function from an RKHS by the weighted sum of kernel translates located at the nodes. This is the crux of kernel density estimation, kernel quadrature, or interpolation from discrete samples. Furthermore, RKHSs offer a convenient mathematical and computational framework. We introduce and analyse continuous volume sampling (VS), the continuous counterpart -- for choosing node locations -- of a discrete distribution introduced in (Deshpande & Vempala, 2006). Our contribution is theoretical: we prove almost optimal bounds for interpolation and quadrature under VS. While similar bounds already exist for some specific RKHSs using ad-hoc node constructions, VS offers bounds that apply to any Mercer kernel and depend on the spectrum of the associated integration operator. We emphasize that, unlike previous randomized approaches that rely on regularized leverage scores or determinantal point processes, evaluating the pdf of VS only requires pointwise evaluations of the kernel. VS is thus naturally amenable to MCMC samplers.
Published: 2020

31. A determinantal point process for column subset selection

Author: Belhadji, Ayoub, Bardenet, R��mi, Chainais, Pierre, Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Centrale Lille, Centre National de la Recherche Scientifique (CNRS), Région Hauts-de-France, and ANR-16-CE23-0003,BoB,Inférence bayésienne à ressources limitées - données massives et modèles coûteux(2016)
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Statistics - Machine Learning, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Machine Learning (stat.ML), Machine Learning (cs.LG)
Abstract: International audience; Dimensionality reduction is a first step of many machine learning pipelines. Two popular approaches are principal component analysis, which projects onto a small number of well chosen but non-interpretable directions, and feature selection, which selects a small number of the original features. Feature selection can be abstracted as a numerical linear algebra problem called the column subset selection problem (CSSP). CSSP corresponds to selecting the best subset of columns of a matrix $X \in \mathbb{R}^{N \times d}$, where \emph{best} is often meant in the sense of minimizing the approximation error, i.e., the norm of the residual after projection of $X$ onto the space spanned by the selected columns. Such an optimization over subsets of $\{1,\dots,d\}$ is usually impractical. One workaround that has been vastly explored is to resort to polynomial-cost, random subset selection algorithms that favor small values of this approximation error. We propose such a randomized algorithm, based on sampling from a projection determinantal point process (DPP), a repulsive distribution over a fixed number $k$ of indices $\{1,\dots,d\}$ that favors diversity among the selected columns. We give bounds on the ratio of the expected approximation error for this DPP over the optimal error of PCA. These bounds improve over the state-of-the-art bounds of \emph{volume sampling} when some realistic structural assumptions are satisfied for $X$. Numerical experiments suggest that our bounds are tight, and that our algorithms have comparable performance with the \emph{double phase} algorithm, often considered to be the practical state-of-the-art. Column subset selection with DPPs thus inherits the best of both worlds: good empirical performance and tight error bounds.
Published: 2020

32. Fast sampling from $��$-ensembles

Author: Gautier, Guillaume, Bardenet, R��mi, and Valko, Michal
Subjects: FOS: Computer and information sciences, Probability (math.PR), FOS: Mathematics, 60K35 (Primary) 65C40, 60B20, 33C45 (Secondary), Computation (stat.CO)
Abstract: We study sampling algorithms for $��$-ensembles with time complexity less than cubic in the cardinality of the ensemble. Following Dumitriu & Edelman (2002), we see the ensemble as the eigenvalues of a random tridiagonal matrix, namely a random Jacobi matrix. First, we provide a unifying and elementary treatment of the tridiagonal models associated to the three classical Hermite, Laguerre and Jacobi ensembles. For this purpose, we use simple changes of variables between successive reparametrizations of the coefficients defining the tridiagonal matrix. Second, we derive an approximate sampler for the simulation of $��$-ensembles, and illustrate how fast it can be for polynomial potentials. This method combines a Gibbs sampler on Jacobi matrices and the diagonalization of these matrices. In practice, even for large ensembles, only a few Gibbs passes suffice for the marginal distribution of the eigenvalues to fit the expected theoretical distribution. When the conditionals in the Gibbs sampler can be simulated exactly, the same fast empirical convergence is observed for the fluctuations of the largest eigenvalue. Our experimental results support a conjecture by Krishnapur et al. (2016), that the Gibbs chain on Jacobi matrices of size $N$ mixes in $\mathcal{O}(\log(N))$., 37 pages, 8 figures, code at https://github.com/guilgautier/DPPy
Published: 2020
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33. On two ways to use determinantal point processes for Monte Carlo integration

Author: Gautier, Guillaume, Bardenet, R., Valko, Michal, Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Sequential Learning (SEQUEL), Inria Lille - Nord Europe, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS), DeepMind, DeepMind Technologies, and DeepMind [London]
Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]
Abstract: International audience; This paper focuses on Monte Carlo integration with determinantal point processes (DPPs) which enforce negative dependence between quadrature nodes. We survey the properties of two unbiased Monte Carlo estimators of the integral of interest: a direct one proposed by Bardenet & Hardy (2016) and a less obvious 60-year-old estimator by Ermakov & Zolotukhin (1960) that actually also relies on DPPs. We provide an efficient implementation to sample exactly a particular multidimen-sional DPP called multivariate Jacobi ensemble. This let us investigate the behavior of both estima-tors on toy problems in yet unexplored regimes.
Published: 2019

34. Kernel quadrature with DPPs

Author: Belhadji, Ayoub, Bardenet, R., Chainais, Pierre, Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS), Centrale Lille, and ANR-16-CE23-0003,BoB,Inférence bayésienne à ressources limitées - données massives et modèles coûteux(2016)
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Statistics - Machine Learning, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Machine Learning (stat.ML), Machine Learning (cs.LG)
Abstract: International audience; We study quadrature rules for functions living in an RKHS, using nodes sampled from a projection determinantal point process (DPP). DPPs are parametrized by a kernel, and we use a truncated and saturated version of the RKHS kernel. This natural link between the two kernels, along with DPP machinery, leads to relatively tight bounds on the quadrature error, that depend on the spectrum of the RKHS kernel. Finally, we experimentally compare DPPs to existing kernel-based quadratures such as herding, Bayesian quadrature, or continuous leverage score sampling. Numerical results confirm the interest of DPPs, and even suggest faster rates than our bounds in particular cases.
Published: 2019

35. Sinusoidal voltage protocols for rapid characterisation of ion channel kinetics

Author: Beattie, K. A., Hill, A. P., Bardenet, R., Cui, Y., Vandenberg, J. I., Gavaghan, D. J., Boer, T. P. de, Mirams, and G. R., Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), and ANR-16-CE23-0003,BoB,Inférence bayésienne à ressources limitées - données massives et modèles coûteux(2016)
Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [SDV.BC]Life Sciences [q-bio]/Cellular Biology, [SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Abstract: International audience; Understanding the roles of ion currents is crucial to predict the action of pharmaceuticals and mutations in different scenarios, and thereby to guide clinical interventions in the heart, brain and other electrophysiological systems. Our ability to predict how ion currents contribute to cellular electrophysiology is in turn critically dependent on our characterisation of ion channel kinetics - the voltage-dependent rates of transition between open, closed and inactivated channel states. We present a new method for rapidly exploring and characterising ion channel kinetics, applying it to the hERG potassium channel as an example, with the aim of generating a quantitatively predictive representation of the ion current. We fitted a mathematical model to currents evoked by a novel 8second sinusoidal voltage clamp in CHO cells overexpressing hERG1a. The model was then used to predict over 5minutes of recordings in the same cell in response to further protocols: a series of traditional square step voltage clamps, and also a novel voltage clamp comprising a collection of physiologically relevant action potentials. We demonstrate that we can make predictive cell-specific models that outperform the use of averaged data from a number of different cells, and thereby examine which changes in gating are responsible for cell-cell variability in current kinetics. Our technique allows rapid collection of consistent and high quality data, from single cells, and produces more predictive mathematical ion channel models than traditional approaches.
Published: 2018

36. Sinusoidal voltage protocols for rapid characterisation of ion channel kinetics

Author: Beattie, KA, Hill, AP, Bardenet, R, Cui, Y, Vandenberg, JI, Gavaghan, DJ, de Boer, TP, Mirams, GR, Beattie, KA, Hill, AP, Bardenet, R, Cui, Y, Vandenberg, JI, Gavaghan, DJ, de Boer, TP, and Mirams, GR
Abstract: Key points: Ion current kinetics are commonly represented by current–voltage relationships, time constant–voltage relationships and subsequently mathematical models fitted to these. These experiments take substantial time, which means they are rarely performed in the same cell. Rather than traditional square-wave voltage clamps, we fitted a model to the current evoked by a novel sum-of-sinusoids voltage clamp that was only 8 s long. Short protocols that can be performed multiple times within a single cell will offer many new opportunities to measure how ion current kinetics are affected by changing conditions. The new model predicts the current under traditional square-wave protocols well, with better predictions of underlying currents than literature models. The current under a novel physiologically relevant series of action potential clamps is predicted extremely well. The short sinusoidal protocols allow a model to be fully fitted to individual cells, allowing us to examine cell–cell variability in current kinetics for the first time. Abstract: Understanding the roles of ion currents is crucial to predict the action of pharmaceuticals and mutations in different scenarios, and thereby to guide clinical interventions in the heart, brain and other electrophysiological systems. Our ability to predict how ion currents contribute to cellular electrophysiology is in turn critically dependent on our characterisation of ion channel kinetics – the voltage-dependent rates of transition between open, closed and inactivated channel states. We present a new method for rapidly exploring and characterising ion channel kinetics, applying it to the hERG potassium channel as an example, with the aim of generating a quantitatively predictive representation of the ion current. We fitted a mathematical model to currents evoked by a novel 8 second sinusoidal voltage clamp in CHO cells overexpressing hERG1a. The model was then used to predict over 5 minutes of recordings in the same cel
Published: 2018

37. Uncertainty and variability in models of the cardiac action potential : Can we build trustworthy models?

Author: Johnstone, R, Chang, E, Bardenet, R, de Boer, T, Gavaghan, D, Pathmanathan, P, Clayton, R, Mirams, G, Departement of Computer of Science University of Oxford, University of Oxford [Oxford], Department of Computer Science [Sheffield], University of Sheffield [Sheffield], Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS), University Medical Center [Utrecht], U.S. Food and Drug Administration (FDA), and University of Oxford
Subjects: Cardiac electrophysiology, Action Potentials, MCMC, Markov Chain Monte Carlo, Models, Biological, Ion Channels, Article, Membrane Potentials, NLME, Non-Linear Mixed Effects, Dogs, Mathematical model, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], VVUQ, Verification, Validation & Uncertainty Quantification, Journal Article, Animals, UQ, Uncertainty Quantification, Molecular Biology, ComputingMilieux_MISCELLANEOUS, Uncertainty quantification, Vm, trans-membrane Voltage, Probability, Myocardium, Heart, AP[D], Action Potential [Duration], TP06, the ten Tusscher et al. (2006) [45] action potential model, GP, Gaussian Process, Electrophysiological Phenomena, CMA–ES, Covariance Matrix Adaptation–Evolution Strategy, Cardiology and Cardiovascular Medicine, Algorithms
Abstract: Cardiac electrophysiology models have been developed for over 50 years, and now include detailed descriptions of individual ion currents and sub-cellular calcium handling. It is commonly accepted that there are many uncertainties in these systems, with quantities such as ion channel kinetics or expression levels being difficult to measure or variable between samples. Until recently, the original approach of describing model parameters using single values has been retained, and consequently the majority of mathematical models in use today provide point predictions, with no associated uncertainty. In recent years, statistical techniques have been developed and applied in many scientific areas to capture uncertainties in the quantities that determine model behaviour, and to provide a distribution of predictions which accounts for this uncertainty. In this paper we discuss this concept, which is termed uncertainty quantification, and consider how it might be applied to cardiac electrophysiology models. We present two case studies in which probability distributions, instead of individual numbers, are inferred from data to describe quantities such as maximal current densities. Then we show how these probabilistic representations of model parameters enable probabilities to be placed on predicted behaviours. We demonstrate how changes in these probability distributions across data sets offer insight into which currents cause beat-to-beat variability in canine APs. We conclude with a discussion of the challenges that this approach entails, and how it provides opportunities to improve our understanding of electrophysiology., Highlights • Uncertainty and variability in action potential models can be quantified. • A probabilistic method for inferring maximal current densities is developed and applied. • We use this to infer the currents responsible for canine beat-to-beat variability. • Emulation of mathematical models provides rich information at low computational cost. • The importance of considering uncertainty and variability in future is discussed.
Published: 2016

38. Monte Carlo with Determinantal Point Processes

Author: Bardenet, R��mi and Hardy, Adrien
Subjects: Methodology (stat.ME), FOS: Computer and information sciences, Probability (math.PR), Classical Analysis and ODEs (math.CA), FOS: Mathematics, Computation (stat.CO)
Abstract: We show that repulsive random variables can yield Monte Carlo methods with faster convergence rates than the typical $N^{-1/2}$, where $N$ is the number of integrand evaluations. More precisely, we propose stochastic numerical quadratures involving determinantal point processes associated with multivariate orthogonal polynomials, and we obtain root mean square errors that decrease as $N^{-(1+1/d)/2}$, where $d$ is the dimension of the ambient space. First, we prove a central limit theorem (CLT) for the linear statistics of a class of determinantal point processes, when the reference measure is a product measure supported on a hypercube, which satisfies the Nevai-class regularity condition, a result which may be of independent interest. Next, we introduce a Monte Carlo method based on these determinantal point processes, and prove a CLT with explicit limiting variance for the quadrature error, when the reference measure satisfies a stronger regularity condition. As a corollary, by taking a specific reference measure and using a construction similar to importance sampling, we obtain a general Monte Carlo method, which applies to any measure with continuously derivable density. Loosely speaking, our method can be interpreted as a stochastic counterpart to Gaussian quadrature, which, at the price of some convergence rate, is easily generalizable to any dimension and has a more explicit error term., 58 pages, 6 figures. To appear in Annals of Applied Probability
Published: 2016
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39. Inference for determinantal point processes without spectral knowledge

Author: Bardenet, R��mi and Titsias, Michalis K.
Subjects: FOS: Computer and information sciences, Machine Learning (stat.ML), Computation (stat.CO)
Abstract: Determinantal point processes (DPPs) are point process models that naturally encode diversity between the points of a given realization, through a positive definite kernel $K$. DPPs possess desirable properties, such as exact sampling or analyticity of the moments, but learning the parameters of kernel $K$ through likelihood-based inference is not straightforward. First, the kernel that appears in the likelihood is not $K$, but another kernel $L$ related to $K$ through an often intractable spectral decomposition. This issue is typically bypassed in machine learning by directly parametrizing the kernel $L$, at the price of some interpretability of the model parameters. We follow this approach here. Second, the likelihood has an intractable normalizing constant, which takes the form of a large determinant in the case of a DPP over a finite set of objects, and the form of a Fredholm determinant in the case of a DPP over a continuous domain. Our main contribution is to derive bounds on the likelihood of a DPP, both for finite and continuous domains. Unlike previous work, our bounds are cheap to evaluate since they do not rely on approximating the spectrum of a large matrix or an operator. Through usual arguments, these bounds thus yield cheap variational inference and moderately expensive exact Markov chain Monte Carlo inference methods for DPPs.
Published: 2015
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40. Measurement of the Proton-Air Cross Section at root s=57 TeV with the Pierre Auger Observatory

Author: Abreu, P, Aglietta, M, Ahn, E, Albuquerque, I, Allard, D, Allekotte, I, Allen, J, Allison, P, Almeda, A, Alvarez Castillo, J, Alvarez Muniz, J, Ambrosio, M, Aminaei, A, Anchordoqui, L, Andringa, S, Anticic, T, Aramo, C, Arganda, E, Arqueros, F, Asorey, H, Assis, P, Aublin, J, Ave, M, Avenier, M, Avila, G, Backer, T, Balzer, M, Barber, K, Barbosa, A, Bardenet, R, Barroso, S, Baughman, B, Bauml, J, Beatty, J, Becker, B, Becker, K, Belletoile, A, Bellido, J, Benzvi, S, Berat, C, Bertou, X, Biermann, P, Billoir, P, Blanco, F, Blanco, M, Bleve, C, Blumer, H, Bohacova, M, Boncioli, D, Bonifazi, C, Bonino, R, Borodai, N, Brack, J, Brogueira, P, Brown, W, Bruijn, R, Buchholz, P, Bueno, A, Burton, R, Caballero Mora, K, Caramete, L, Caruso, R, Castellina, A, Catalano, O, Cataldi, G, Cazon, L, Cester, R, Chauvin, J, Cheng, S, Chiavassa, A, Chinellato, J, Chirinos Diaz, J, Chudoba, J, Clay, R, Coluccia, M, Conceicao, R, Contreras, F, Cook, H, Cooper, M, Coppens, J, Cordier, A, Coutu, S, Covault, C, Creusot, A, Criss, A, Cronin, J, Curutiu, A, Dagoret Campagne, S, Dallier, R, Dasso, S, Daumiller, K, Dawson, B, De Almeida, R, De Domenico, M, De Donato, C, De Jong, S, De La Vega, G, De Mello Junior, W, De Mello Neto, J, De Mitri, I, De Souza, V, De Vries, K, Decerprit, G, Del Peral, L, Del Rio, M, Deligny, O, Dembinski, H, Dhital, N, Di Giulio, C, Diaz Castro, M, Diep, P, Dobrigkeit, C, Docters, W, D'Olivo, J, Dong, P, Dorofeev, A, Dos Anjos, J, Dova, M, D'Urso, D, Dutan, I, Ebr, J, Engel, R, Erdmann, M, Escobar, C, Espadanal, J, Etchegoyen, A, Facal San Luis, P, Fajardo Tapia, I, Falcke, H, Farrar, G, Fauth, A, Fazzini, N, Ferguson, A, Ferrero, A, Fick, B, Filevich, A, Filipcic, A, Fliescher, S, Fracchiolla, C, Fraenkel, E, Frohlich, U, Fuchs, B, Gaior, R, Gamarra, R, Gambetta, S, Garcia, B, Garcia Gamez, D, Garcia Pinto, D, Gascon, A, Gemmeke, H, Gesterling, K, Ghia, P, Giaccari, U, Giller, M, Glass, H, Gold, M, Golup, G, Gomez Albarracin, F, Gomez Berisso, M, Goncalves, P, Gonzalez, D, Gonzalez, J, Gookin, B, Gora, D, Gorgi, A, Gouffon, P, Gozzini, S, Grashorn, E, Grebe, S, Griffith, N, Grigat, M, Grillo, A, Guardincerri, Y, Guarino, F, Guedes, G, Guzman, A, Hague, J, Hansen, P, Harari, D, Harmsma, S, Harrison, T, Harton, J, Haungs, A, Hebbeker, T, Heck, D, Herve, A, Hojvat, C, Hollon, N, Holmes, V, Homola, P, Horandel, J, Horneffer, A, Horvath, P, Hrabovsky, M, Huege, T, Insolia, A, Ionita, F, Italiano, A, Jarne, C, Jiraskova, S, Josebachuili, M, Kadija, K, Kampert, K, Karhan, P, Kasper, P, Kegl, B, Keilhauer, B, Keivani, A, Kelley, J, Kemp, E, Kieckhafer, R, Klages, H, Kleifges, M, Kleinfeller, J, Knapp, J, Koang, D, Kotera, K, Krohm, N, Kromer, O, Kruppke Hansen, D, Kuehn, F, Kuempel, D, Kulbartz, J, Kunka, N, La Rosa, G, Lachaud, C, Lauer, R, Lautridou, P, Le Coz, S, Leao, M, Lebrun, D, Lebrun, P, Leigui De Oliveira, M, Lemiere, A, Letessier Selvon, A, Lhenry Yvon, I, Link, K, Lopez, R, Lopez Aguera, A, Louedec, K, Lozano Bahilo, J, Lu, L, Lucero, A, Ludwig, M, Lyberis, H, Macolino, C, Maldera, S, Mandat, D, Mantsch, P, Mariazzi, A, Marin, J, Marin, V, Maris, I, Marquez Falcon, H, Marsella, G, Martello, D, Martin, L, Martinez, H, Martinez Bravo, O, Mathes, H, Matthews, J, Matthiae, G, Maurizio, D, Mazur, P, Medina Tanco, G, Melissas, M, Melo, D, Menichetti, E, Menshikov, A, Mertsch, P, Meurer, C, Micanovic, S, Micheletti, M, Miller, W, Miramonti, L, Molina Bueno, L, Mollerach, S, Monasor, M, Monnier Ragaigne, D, Montanet, F, Morales, B, Morello, C, Moreno, E, Moreno, J, Morris, C, Mostafa, M, Moura, C, Mueller, S, Muller, M, Muller, G, Munchmeyer, M, Mussa, R, Navarra, G, Navarro, J, Navas, S, Necesal, P, Nellen, L, Nelles, A, Neuser, J, Nhung, P, Niemietz, L, Nierstenhoefer, N, Nitz, D, Nosek, D, Nozka, L, Nyklicek, M, Oehlschlager, J, Olinto, A, Olmos Gilbaja, V, Ortiz, M, Pacheco, N, Pakk Selmi Dei, D, Palatka, M, Pallotta, J, Palmieri, N, Parente, G, Parizot, E, Parra, A, Parsons, R, Pastor, S, Paul, T, Pech, M, Pkala, J, Pelayo, R, Pepe, I, Perrone, L, Pesce, R, Petermann, E, Petrera, S, Petrinca, P, Petrolini, A, Petrov, Y, Petrovic, J, Pfendner, C, Phan, N, Piegaia, R, Pierog, T, Pieroni, P, Pimenta, M, Pirronello, V, Platino, M, Ponce, V, Pontz, M, Privitera, P, Prouza, M, Quel, E, Querchfeld, S, Rautenberg, J, Ravel, O, Ravignani, D, Revenu, B, Ridky, J, Riggi, S, Risse, M, Ristori, P, Rivera, H, Rizi, V, Roberts, J, Robledo, C, Rodrigues De Carvalho, W, Rodriguez, G, Rodriguez Martino, J, Rodriguez Rojo, J, Rodriguez Cabo, I, Rodriguez Frias, M, Ros, G, Rosado, J, Rossler, T, Roth, M, Rouille D'Orfeuil, B, Roulet, E, Rovero, A, Ruhle, C, Salamida, F, Salazar, H, Salesa Greus, F, Salina, G, Sanchez, F, Santo, C, Santos, E, Sarazin, F, Sarkar, B, Sarkar, S, Sato, R, Scharf, N, Scherini, V, Schieler, H, Schiffer, P, Schmidt, A, Scholten, O, Schoorlemmer, H, Schovancova, J, Schovanek, P, Schroder, F, Schulte, S, Schuster, D, Sciutto, S, Scuderi, M, Segreto, A, Settimo, M, Shadkam, A, Shellard, R, Sidelnik, I, Sigl, G, Silva Lopez, H, Lmialkowski, A, Smida, R, Snow, G, Sommers, P, Sorokin, J, Spinka, H, Squartini, R, Stanic, S, Stapleton, J, Stasielak, J, Stephan, M, Stutz, A, Suarez, F, Suomijarvi, T, Supanitsky, A, Susa, T, Sutherland, M, Swain, J, Szadkowski, Z, Szuba, M, Tamashiro, A, Tapia, A, Tartare, M, Tascau, O, Tavera Ruiz, C, Tcaciuc, R, Tegolo, D, Thao, N, Thomas, D, Tiffenberg, J, Timmermans, C, Tiwari, D, Tkaczyk, W, Todero Peixoto, C, Tome, B, Tonachini, A, Travnicek, P, Tridapalli, D, Tristram, G, Trovato, E, Tueros, M, Ulrich, R, Unger, M, Urban, M, Valdes Galicia, J, Valino, I, Valore, L, Van Den Berg, A, Varela, E, Vargas Cardenas, B, Vazquez, J, Vazquez, R, Veberic, D, Verzi, V, Vicha, J, Videla, M, Villasenor, L, Wahlberg, H, Wahrlich, P, Wainberg, O, Walz, D, Warner, D, Watson, A, Weber, M, Weidenhaupt, K, Weindl, A, Westerhoff, S, Whelan, B, Wieczorek, G, Wiencke, L, Wilczynska, B, Wilczynski, H, Will, M, Williams, C, Winchen, T, Winnick, M, Wommer, M, Wundheiler, B, Yamamoto, T, Yapici, T, Younk, P, Yuan, G, Yushkov, A, Zamorano, B, Zas, E, Zavrtanik, D, Zavrtanik, M, Zaw, I, Zepeda, A, Zhu, Y, Zimbres Silva, M, Ziolkowski, M, Abreu, P., Aglietta, M., Ahn, E., Albuquerque, I., Allard, D., Allekotte, I., Allen, J., Allison, P., Almeda, A., Alvarez Castillo, J., Alvarez-Muñiz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K., Barbosa, A., Bardenet, R., Barroso, S., Baughman, B., Bäuml, J., Beatty, J., Becker, B., Becker, K., Bellétoile, A., Bellido, J., Benzvi, S., Berat, C., Bertou, X., Biermann, P., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W., Bruijn, R., Buchholz, P., Bueno, A., Burton, R., Caballero-Mora, K., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S., Chiavassa, A., Chinellato, J., Chirinos Diaz, J., Chudoba, J., Clay, R., Coluccia, M., Conceição, R., Contreras, F., Cook, H., Cooper, M., Coppens, J., Cordier, A., Coutu, S., Covault, C., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B., De Almeida, R., De Domenico, M., De Donato, C., De Jong, S., De La Vega, G., De Mello Junior, W., De Mello Neto, J., De Mitri, I., De Souza, V., De Vries, K., Decerprit, G., Del Peral, L., Del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Díaz Castro, M., Diep, P., Dobrigkeit, C., Docters, W., D'Olivo, J., Dong, P., Dorofeev, A., Dos Anjos, J., Dova, M., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A., Fazzini, N., Ferguson, A., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C., Fraenkel, E., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R., Gambetta, S., García, B., Garcia-Gamez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P., Giaccari, U., Giller, M., Glass, H., Gold, M., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A., Guardincerri, Y., Guarino, F., Guedes, G., Guzman, A., Hague, J., Hansen, P., Harari, D., Harmsma, S., Harrison, T., Harton, J., Haungs, A., Hebbeker, T., Heck, D., Herve, A., Hojvat, C., Hollon, N., Holmes, V., Homola, P., Hörandel, J., Horneffer, A., Horvath, P., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J., Kemp, E., Kieckhafer, R., Klages, H., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J., Kunka, N., La Rosa, G., Lachaud, C., Lauer, R., Lautridou, P., Le Coz, S., Leão, M., Lebrun, D., Lebrun, P., Leigui De Oliveira, M., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A., Marin, J., Marin, V., Maris, I., Marquez Falcon, H., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Mathes, H., Matthews, J., Matthiae, G., Maurizio, D., Mazur, P., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M., Miller, W., Miramonti, L., Molina-Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J., Morris, C., Mostafá, M., Moura, C., Mueller, S., Muller, M., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Olmos-Gilbaja, V., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R., Pastor, S., Paul, T., Pech, M., Pkala, J., Pelayo, R., Pepe, I., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V., Pontz, M., Privitera, P., Prouza, M., Quel, E., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., Rodrigues De Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-D'Orfeuil, B., Roulet, E., Rovero, A., Rühle, C., Salamida, F., Salazar, H., Salesa Greus, F., Salina, G., Sánchez, F., Santo, C., Santos, E., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R., Sidelnik, I., Sigl, G., Silva Lopez, H., Łmiałkowski, A., Šmída, R., Snow, G., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A., Šuša, T., Sutherland, M., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Taşcǎu, O., Tavera Ruiz, C., Tcaciuc, R., Tegolo, D., Thao, N., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D., Tkaczyk, W., Todero Peixoto, C., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J., Valiño, I., Valore, L., Van Den Berg, A., Varela, E., Vargas Cárdenas, B., Vázquez, J., Vázquez, R., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Warner, D., Watson, A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winnick, M., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhu, Y., Zimbres Silva, M., and Ziolkowski, M.
Subjects: Physics and Astronomy (all), Astrophysics::High Energy Astrophysical Phenomena, Settore FIS/01 - Fisica Sperimentale, Astrophysics::Instrumentation and Methods for Astrophysics, High Energy Physics::Experiment, Nuclear Experiment
Abstract: We report a measurement of the proton-air cross section for particle production at the center-of-mass energy per nucleon of 57 TeV. This is derived from the distribution of the depths of shower maxima observed with the Pierre Auger Observatory: systematic uncertainties are studied in detail. Analyzing the tail of the distribution of the shower maxima, a proton-air cross section of [505±22(stat)-36+28(syst)]mb is found. © 2012 American Physical Society.
Published: 2012

41. Anisotropy and chemical composition of ultra-high energy cosmic rays using arrival directions measured by the Pierre Auger Observatory

Author: Abreu, P, Aglietta, M, Ahn, Ej, Albuquerque, Jfm, Allard, D, Allekotte, I, Allen, J, Allison, P, Castilo, Ja, Alvarez Muniz, J, Ambrosio, M, Aminaei, A, Anchordoqui, L, Andringa, S, Anticic, T, Anzalone, A, Aramo, C, Arganda, E, Arqueros, F, Asorey, H, Assis, P, Aublin, J, Ave, M, Avenier, N, Avila, G, Backer, T, Balzer, M, Barber, Kb, Barbosa, Af, Bardenet, R, Barroso, Slc, Baughman, B, Bauml, J, Beatty, Jj, Becker, Br, Becker, Kh, Belletoile, A, Bellido, Ja, Benzvi, S, Berat, C, Bertou, X, Biermann, Pl, Billoir, P, Blanco, F, Blanco, M, Bleve, C, Blumer, H, Bohacova, M, Boncioli, D, Bonifazi, C, Bonino, R, Borodai, N, Brack, J, Brogueira, P, Brown, Wc, Bruijn, R, Buchholz, P, Bueno, A, Burton, Re, Caballero Mora KS, Caramete, L, Caruso, Rossella, Castellina, A, Catalano, O, Cataldi, G, Cazon, L, Cester, R, Chauvin, J, Cheng, Sh, Chiavassa, A, Chinellato, Ja, Chou, A, Chudoba, J, Clay, Rw, Coluccia, Mr, Conceicao, R, Contreras, F, Cook, H, Cooper, Mj, Coppens, J, Cordier, A, Cotti, U, Coutu, S, Covault, Ce, Creusot, A, Criss, A, Cronin, J, Curutiu, A, Dagoret Campagne, S, Dallier, R, Dasso, S, Daumiller, K, Dawson, Br, de Almeida RM, De Domenico, M, De Donato, C, de Jong SJ, De La Vega, G, de Mello WJM, Neto, Jrtd, De Mitri, I, de Souza, V, de Vries KD, Decerprit, G, del Peral, L, Deligny, O, Dembinski, H, Dhital, N, Di Giulio, C, Diaz, Jc, Castro, Mld, Diep, Pn, Dobrigkeit, C, Docters, W, D'Olivo, Jc, Dong, Pn, Dorofeev, A, dos Anjos JC, Dova, Mt, D'Urso, D, Dutan, I, Ebr, J, Engel, R, Erdmann, M, Escobar, Co, Etchegoyen, A, Luis, Pfs, Tapia, If, Falcke, H, Farrar, G, Fauth, Ac, Fazzini, N, Ferguson, Ap, Ferrero, A, Fick, B, Filevich, A, Filipcic, A, Fliescher, S, Fracchiolla, Ce, Fraenkel, Ed, Frohlich, U, Fuchs, B, Gaior, R, Gamarra, Rf, Gambetta, S, Garcia, B, Gamez, Dg, Garcia Pinto, D, Gascon, A, Gemmeke, H, Gesterling, K, Ghia, Pl, Giaccari, U, Giller, M, Glass, H, Gold, Ms, Golup, G, Albarracin, Fg, Berisso, Mg, Goncalves, P, Gonzalez, D, Gonzalez, Jg, Gookin, B, Gora, D, Gorgi, A, Gouffon, P, Gozzini, Sr, Grashorn, E, Grebe, S, Griffith, N, Grigat, M, Grillo, Af, Guardincerri, Y, Guarino, F, Guedes, Gp, Guzman, A, Hague, Jd, Hansen, P, Harari, D, Harmsma, S, Harton, Jl, Haungs, A, Hebbeker, T, Heck, D, Herve, Ae, Hojvat, C, Hollon, N, Holmes, Vc, Homola, P, Horandel, Jr, Horneffer, A, Hrabovsky, M, Huege, T, Insolia, Antonio, Ionita, F, Italiano, A, Jarne, C, Jiraskova, S, Kadija, K, Kampert, Kh, Karhan, P, Kasper, P, Kegl, B, Keilhauer, B, Keivani, A, Kelley, Jl, Kemp, E, Kieckhafer, Rm, Klages, Ho, Kleifges, M, Kleinfeller, J, Knapp, J, Koang, Dh, Kotera, K, Krohm, N, Kromer, O, Kruppke Hansen, D, Kuehn, F, Kuempel, D, Kulbartz, Jk, Kunka, N, La Rosa, G, Lachaud, C, Lautridou, P, Leao, Msab, Lebrun, D, Lebrun, P, de Oliveira MAL, Lemiere, A, Letessier Selvon, A, Lhenry Yvon, I, Link, K, Lopez, R, Aguera, Al, Louedec, K, Bahilo, Jl, Lucero, A, Ludwig, M, Lyberis, H, Maccarone, Mc, Macolino, C, Maldera, S, Mandat, D, Mantsch, P, Mariazzi, Ag, Marin, J, Marin, V, Maris, Ic, Falcon, Hrm, Marsella, G, Martello, D, Martin, L, Martinez, H, Bravo, Om, Mathes, Hj, Matthews, J, Matthews, Jaj, Matthiae, G, Maurizio, D, Mazur, Po, Medina Tanco, G, Melissas, M, Melo, D, Menichetti, E, Menshikov, A, Mertsch, P, Meurer, C, Micanovic, S, Micheletti, Mi, Miller, W, Miramonti, L, Mollerach, S, Monasor, M, Ragaigne, Dm, Montanet, F, Morales, B, Morello, C, Moreno, E, Moreno, Jc, Morris, C, Mostafa, M, Moura, Ca, Mueller, S, Muller, Ma, Muller, G, Munchmeyer, M, Mussa, R, Navarra, G, Navarro, Jl, Navas, S, Necesal, P, Nellen, L, Nelles, A, Nhung, Pt, Niemietz, L, Nierstenhoefer, N, Nitz, D, Nosek, D, Nozka, L, Nyklicek, M, Oehlschlager, J, Olinto, A, Oliva, P, Olmos Gilbaja VM, Ortiz, M, Pacheco, N, Selmi Dei DP, Palatka, M, Pallotta, J, Palmieri, N, Parente, G, Parizot, E, Parra, A, Parsons, Rd, Pastor, S, Paul, T, Pech, M, Pekala, J, Pelayo, R, Pepe, Im, Perrone, L, Pesce, R, Petermann, E, Petrera, S, Petrinca, P, Petrolini, A, Petrov, Y, Petrovic, J, Pfendner, C, Phan, N, Piegaia, R, Pierog, T, Pieroni, P, Pimenta, M, Pirronello, Valerio, Platino, M, Ponce, Vh, Pontz, M, Privitera, P, Prouza, M, Quel, Ej, Querchfeld, S, Rautenberg, J, Ravel, O, Ravignani, D, Revenu, B, Ridky, J, Riggi, S, Risse, M, Ristori, P, Rivera, H, Rizi, V, Roberts, J, Robledo, C, de Carvalho WR, Rodriguez, G, Martino, Jr, Rojo, Jr, Rodriguez Cabo, I, Rodriguez Frias MD, Ros, G, Rosado, J, Rossler, T, Roth, M, Rouille d'Orfeuil, B, Roulet, E, Rovero, Ac, Ruhle, C, Salamida, F, Salazar, H, Salina, G, Sanchez, F, Santander, M, Santo, Ce, Santos, E, Santos, Em, Sarazin, F, Sarkar, B, Sarkar, S, Sato, R, Scharf, N, Scherini, V, Schieler, H, Schiffer, P, Schmidt, A, Schmidt, F, Schmidt, T, Scholten, O, Schoorlemmer, H, Schovancova, J, Schovanek, P, Schroder, F, Schulte, S, Schuster, D, Sciutto, Sj, Scuderi, M, Segreto, A, Settimo, M, Shadkam, A, Shellard, Rc, Sidelnik, I, Sigl, G, Lopez, Hhs, Smialkowski, A, Smida, R, Snow, Gr, Sommers, P, Sorokin, J, Spinka, H, Squartini, R, Stapleton, J, Stasielak, J, Stephan, M, Strazzeri, E, Stutz, A, Suarez, F, Suomijarvi, T, Supanitsky, Ad, Susa, T, Sutherland, Ms, Swain, J, Szadkowski, Z, Szuba, M, Tamashiro, A, Tapia, A, Tartare, M, Tascau, O, Ruiz, Cgt, Tcaciuc, R, Tegolo, D, Thao, Nt, Thomas, D, Tiffenberg, J, Timmermans, C, Tiwari, Dk, Tkaczyk, W, Peixoto, Cjt, Tome, B, Tonachini, A, Travnicek, P, Tridapalli, Db, Tristram, G, Trovato, E, Tueros, M, Ulrich, R, Unger, M, Urban, M, Galicia, Jfv, Valino, I, Valore, L, van den Berg AM, Varela, E, Cardenas, Bv, Vazquez, Jr, Vazquez, Ra, Veberic, D, Verzi, V, Vicha, J, Videla, M, Villasenor, L, Wahlberg, H, Wahrlich, P, Wainberg, O, Warner, D, Watson, Aa, Weber, M, Weidenhaupt, K, Weindl, A, Westerhoff, S, Whelan, Bj, Wieczorek, G, Wiencke, L, Wilczynska, B, Wilczynski, H, Will, M, Williams, C, Winchen, T, Winders, L, Winnick, Mg, Wommer, M, Wundheiler, B, Yamamoto, T, Yapici, T, Younk, P, Yuan, G, Yushkov, A, Zamorano, B, Zas, E, Zavrtanik, D, Zavrtanik, M, Zaw, I, Zepeda, A, Ziolkowski, M., KVI - Center for Advanced Radiation Technology, Research unit Astroparticle Physics, Guarino, Fausto, M., Ambrosio, Aramo, Carla, D'Urso, Domenico, Valore, Laura, Yushkov, Alexey, The Pierre Auger, Collaboration, Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), APC - Astrophysique des Hautes Energies (APC - AHE), AstroParticule et Cosmologie (APC (UMR_7164)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Università di Bologna [Bologna] (UNIBO)-Università di Bologna [Bologna] (UNIBO), Laboratoire SUBATECH Nantes (SUBATECH), Mines Nantes (Mines Nantes)-Université de Nantes (UN)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), Laboratoire de l'Accélérateur Linéaire (LAL), Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7), Institut de Physique Nucléaire d'Orsay (IPNO), PIERRE AUGER, Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Abreu, P., Aglietta, M., Ahn, E., Albuquerque, I., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Mũniz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antičić, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Bäcker, T., Balzer, M., Barber, K., Barbosa, A., Bardenet, R., Barroso, S., Baughman, B., Bäuml, J., Beatty, J., Becker, B., Becker, K., Bellétoile, A., Bellido, J., Benzvi, S., Berat, C., Bertou, X., Biermann, P., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W., Bruijn, R., Buchholz, P., Bueno, A., Burton, R., Caballero-Mora, K., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S., Chiavassa, A., Chinellato, J., Chou, A., Chudoba, J., Clay, R., Coluccia, M., Conceição, R., Contreras, F., Cook, H., Cooper, M., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B., De Almeida, R., De Domenico, M., De Donato, C., De Jong, S., De La Vega, G., De Mello Junior, W., De Mello Neto, J., De Mitri, I., De Souza, V., De Vries, K., Decerprit, G., Del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J., Díaz Castro, M., Diep, P., Dobrigkeit, C., Docters, W., Dolivo, J., Dong, P., Dorofeev, A., Dos Anjos, J., Dova, M., Durso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C., Etchegoyen, A., Fa-Cal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A., Fazzini, N., Ferguson, A., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C., Fraenkel, E., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P., Giaccari, U., Giller, M., Glass, H., Gold, M., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A., Guardincerri, Y., Guarino, F., Guedes, G., Guzman, A., Hague, J., Hansen, P., Harari, D., Harmsma, S., Harton, J., Haungs, A., Hebbeker, T., Heck, D., Herve, A., Hojvat, C., Hollon, N., Holmes, V., Homola, P., Hörandel, J., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Kadija, K., Kampert, K., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J., Kemp, E., Kieckhafer, R., Klages, H., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J., Null, K., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M., Lebrun, D., Lebrun, P., Leigui De Oliveira, M., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A., Marin, J., Marin, V., Maris, I., Marquez Falcon, H., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Mathes, H., Matthews, J., Matthiae, G., Maurizio, D., Mazur, P., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Mićanović, S., Micheletti, M., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J., Morris, C., Mostafá, M., Moura, C., Mueller, S., Muller, M., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R., Pastor, S., Paul, T., Pech, M., Pẽkala, J., Pelayo, R., Pepe, I., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V., Pontz, M., Privitera, P., Prouza, M., Quel, E., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., De Carvalho, R., Rodriguez, G., Martino, R., Rojo, R., Rodriguez-Cabo, I., Rodríguez-Frías, M., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé-DOrfeuil, B., Roulet, E., Rovero, A., Rühle, C., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C., Santos, E., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schulte, S., Schuster, D., Sciutto, S., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R., Sidelnik, I., Sigl, G., Silva Lopez, H., Śmiałkowski, A., Šmída, R., Snow, G., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A., Šǔsa, T., Sutherland, M., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Tãčau, O., Tavera Ruiz, C., Tcaciuc, R., Tegolo, D., Thao, N., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D., Tkaczyk, W., Todero Peixoto, C., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J., Valin̂o, I., Valore, L., Van Den Berg, A., Varela, E., Vargas Cárdenas, B., Vázquez, J., Vázquez, R., Ve-Berič, D., Verzi, V., Vicha, J., Videla, M., Villasen̂or, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Ziolkowski, M., Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Pierre et Marie Curie - Paris 6 (UPMC), Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Nantes (UN)-Mines Nantes (Mines Nantes), Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)
Subjects: ACTIVE GALACTIC NUCLEI, [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Proton, Astronomy, Astrophysics::High Energy Astrophysical Phenomena, FOS: Physical sciences, cosmic ray experiment, Acceleration (differential geometry), Cosmic ray, ultra high energy cosmic rays, cosmic ray experiments, 7. Clean energy, 01 natural sciences, ultra high energy cosmic ray, Auger, Nuclear physics, 0103 physical sciences, Ultra-high-energy cosmic ray, 010306 general physics, Anisotropy, Nuclear Experiment, DETECTOR, High Energy Astrophysical Phenomena (astro-ph.HE), Physics, Pierre Auger Observatory, SPECTRUM, 010308 nuclear & particles physics, [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Física, Charge (physics), Astronomy and Astrophysics, 13. Climate action, Experimental High Energy Physics, ComputingMethodologies_DOCUMENTANDTEXTPROCESSING, Física nuclear, Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Pierre Auger Collaboration has reported evidence for anisotropy in the distribution of arrival directions of the cosmic rays with energies $E>E_{th}=5.5\times 10^{19}$ eV. These show a correlation with the distribution of nearby extragalactic objects, including an apparent excess around the direction of Centaurus A. If the particles responsible for these excesses at $E>E_{th}$ are heavy nuclei with charge $Z$, the proton component of the sources should lead to excesses in the same regions at energies $E/Z$. We here report the lack of anisotropies in these directions at energies above $E_{th}/Z$ (for illustrative values of $Z=6,\ 13,\ 26$). If the anisotropies above $E_{th}$ are due to nuclei with charge $Z$, and under reasonable assumptions about the acceleration process, these observations imply stringent constraints on the allowed proton fraction at the lower energies.
Published: 2011

42. Anisotropies and chemical composition of ultra-high energy cosmic rays using arrival directions measured by the Pierre Auger Observatory

Author: Abreu P., Aglietta M., Ahn E. J., Albuquerque I. F. M., Allard D., Allekotte I., Allen J., Allison P., Alvarez Castillo J., Alvarez-Muniz J., Ambrosio M., Aminaei A., Anchordoqui L., Andringa S., Anticic T., Anzalone A., Aramo C., Arganda E., Arqueros F., Asorey H., Assis P., Aublin J., Ave M., Avenier M., Avila G., Backer T., Balzer M., Barber K. B., Barbosa A. F., Bardenet R., Barroso S. L. C., Baughman B., Bauml J., Beatty J. J., Becker B. R., Becker K. H., Belletoile A., Bellido J. A., BenZvi S., Berat C., Bertou X., Biermann P. L., Billoir P., Blanco F., Blanco M., Bleve C., Blumer H., Bohacova M., Boncioli D., Bonifazi C., Bonino R., Borodai N., Brack J., Brogueira P., Brown W. C., Bruijn R., Buchholz P., Bueno A., Burton R. E., Caballero-Mora K. S., Caramete L., Caruso R., Castellina A., Catalano O., Cataldi G., Cazon L., Cester R., Chauvin J., Cheng S. H., Chiavassa A., Chinellato J. A., Chou A., Chudoba J., Clay R. W., Coluccia M. R., Conceicao R., Contreras F., Cook H., Cooper M. J., Coppens J., Cordier A., Cotti U., Coutu S., Covault C. E., Creusot A., Criss A., Cronin J., Curutiu A., Dagoret-Campagne S., Dallier R., Dasso S., Daumiller K., Dawson B. R., De Almeida R. M., De Domenico M., De Donato C., De Jong S. J., De La Vega G., De Mello W. J. M., De Mello Neto J. R. T., De Mitri I., De Souza V., De Vries K. D., Decerprit G., Del Peral L., Deligny O., Dembinski H., Dhital N., Di Giulio C., Diaz J. C., Diaz Castro M. L., Diep P. N., Dobrigkeit C., Docters W., D'Olivo J. C., Dong P. N., Dorofeev A., Dos Anjos J. C., Dova M. T., D'Urso D., Dutan I., Ebr J., Engel R., Erdmann M., Escobar C. O., Etchegoyen A., Facal San Luis P., Fajardo Tapia I., Falcke H., Farrar G., Fauth A. C., Fazzini N., Ferguson A. P., Ferrero A., Fick B., Filevich A., Filipcic A., Fliescher S., Fracchiolla C. E., Fraenkel E. D., Frohlich U., Fuchs B., Gaior R., Gamarra R. F., Gambetta S., Garcia B., Garcia Gamez D., Garcia-Pinto D., Gascon A., Gemmeke H., Gesterling K., Ghia P. L., Giaccari U., Giller M., Glass H., Gold M. S., Golup G., Gomez Albarracin F., Gomez Berisso M., Goncalves P., Gonzalez D., Gonzalez J. G., Gookin B., Gora D., Gorgi A., Gouffon P., Gozzini S. R., Grashorn E., Grebe S., Griffith N., Grigat M., Grillo A. F., Guardincerri Y., Guarino F., Guedes G. P., Guzman A., Hague J. D., Hansen P., Harari D., Harmsma S., Harton J. L., Haungs A., Hebbeker T., Heck D., Herve A. E., Hojvat C., Hollon N., Holmes V. C., Homola P., Horandel J. R., Horneffer A., Hrabovsky M., Huege T., Insolia A., Ionita F., Italiano A., Jarne C., Jiraskova S., Kadija K., Kampert K. H., Karhan P., Kasper P., Kegl B., Keilhauer B., Keivani A., Kelley J. L., Kemp E., Kieckhafer R. M., Klages H. O., Kleifges M., Kleinfeller J., Knapp J., Koang D. -H., Kotera K., Krohm N., Kromer O., Kruppke-Hansen D., Kuehn F., Kuempel D., Kulbartz J. K., Kunka N., La Rosa G., Lachaud C., Lautridou P., Leao M. S. A. B., Lebrun D., Lebrun P., Leigui de Oliveira M. A., Lemiere A., Letessier-Selvon A., Lhenry-Yvon I., Link K., Lopez R., Lopez Aguera A., Louedec K., Lozano Bahilo J., Lucero A., Ludwig M., Lyberis H., Maccarone M. C., Macolino C., Maldera S., Mandat D., Mantsch P., Mariazzi A. G., Marin J., Marin V., Maris I. C., Marquez Falcon H. R., Marsella G., Martello D., Martin L., Martinez H., Martinez Bravo O., Mathes H. J., Matthews J., Matthews J. A. J., Matthiae G., Maurizio D., Mazur P. O., Medina-Tanco G., Melissas M., Melo D., Menichetti E., Menshikov A., Mertsch P., Meurer C., Micanovic S., Micheletti M. I., Miller W., Miramonti L., Mollerach S., Monasor M., Monnier Ragaigne D., Montanet F., Morales B., Morello C., Moreno E., Moreno J. C., Morris C., Mostafa M., Moura C. A., Mueller S., Muller M. A., Muller G., Munchmeyer M., Mussa R., Navarra G., Navarro J. L., Navas S., Necesal P., Nellen L., Nelles A., Nhung P. T., Niemietz L., Nierstenhoefer N., Nitz D., Nosek D., Nozka L., Nyklicek M., Oehlschlager J., Olinto A., Oliva P., Olmos-Gilbaja V. M., Ortiz M., Pacheco N., Pakk Selmi-Dei D., Palatka M., Pallotta J., Palmieri N., Parente G., Parizot E., Parra A., Parsons R. D., Pastor S., Paul T., Pech M., Pekala J., Pelayo R., Pepe I. M., Perrone L., Pesce R., Petermann E., Petrera S., Petrinca P., Petrolini A., Petrov Y., Petrovic J., Pfendner C., Phan N., Piegaia R., Pierog T., Pieroni P., Pimenta M., Pirronello V., Platino M., Ponce V. H., Pontz M., Privitera P., Prouza M., Quel E. J., Querchfeld S., Rautenberg J., Ravel O., Ravignani D., Revenu B., Ridky J., Riggi S., Risse M., Ristori P., Rivera H., Rizi V., Roberts J., Robledo C., Rodrigues De Carvalho W., Rodriguez G., Rodriguez Martino J., Rodriguez Rojo J., Rodriguez-Cabo I., Rodriguez-Frias M. D., Ros G., Rosado J., Rossler T., Roth M., Rouille-D'Orfeuil B., Roulet E., Rovero A. C., Ruhle C., Salamida F., Salazar H., Salina G., Sanchez F., Santander M., Santo C. E., Santos E., Santos E. M., Sarazin F., Sarkar B., Sarkar S., Sato R., Scharf N., Scherini V., Schieler H., Schiffer P., Schmidt A., Schmidt F., Schmidt T., Scholten O., Schoorlemmer H., Schovancova J., Schovanek P., Schroder F., Schulte S., Schuster D., Sciutto S. J., Scuderi M., Segreto A., Settimo M., Shadkam A., Shellard R. C., Sidelnik I., Sigl G., Silva Lopez H. H., Smialkowski A., Smida R., Snow G. R., Sommers P., Sorokin J., Spinka H., Squartini R., Stapleton J., Stasielak J., Stephan M., Strazzeri E., Stutz A., Suarez F., Suomijarvi T., Supanitsky A. D., Susa T., Sutherland M. S., Swain J., Szadkowski Z., Szuba M., Tamashiro A., Tapia A., Tartare M., Tascau O., Tavera Ruiz C. G., Tcaciuc R., Tegolo D., Thao N. T., Thomas D., Tiffenberg J., Timmermans C., Tiwari D. K., Tkaczyk W., Todero Peixoto C. J., Tome B., Tonachini A., Travnicek P., Tridapalli D. B., Tristram G., Trovato E., Tueros M., Ulrich R., Unger M., Urban M., Valdes Galicia J. F., Valino I., Valore L., Van Den Berg A. M., Varela E., Vargas Cardenas B., Vazquez J. R., Vazquez R. A., Veberic D., Verzi V., Vicha J., Videla M., Villasenor L., Wahlberg H., Wahrlich P., Wainberg O., Warner D., Watson A. A., Weber M., Weidenhaupt K., Weindl A., Westerhoff S., Whelan B. J., Wieczorek G., Wiencke L., Wilczynska B., Wilczynski H., Will M., Williams C., Winchen T., Winders L., Winnick M. G., Wommer M., Wundheiler B., Yamamoto T., Yapici T., Younk P., Yuan G., Yushkov A., Zamorano B., Zas E., Zavrtanik D., Zavrtanik M., Zaw I., Zepeda A., Ziolkowski M., Abreu, P., Aglietta, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Alvarez Castillo, J., Alvarez-Muniz, J., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Anticic, T., Anzalone, A., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Backer, T., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bauml, J., Beatty, J. J., Becker, B. R., Becker, K. H., Belletoile, A., Bellido, J. A., Benzvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blumer, H., Bohacova, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Burton, R. E., Caballero-Mora, K. S., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chou, A., Chudoba, J., Clay, R. W., Coluccia, M. R., Conceicao, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B. R., De Almeida, R. M., De Domenico, M., De Donato, C., De Jong, S. J., De La Vega, G., De Mello, W. J. M., De Mello Neto, J. R. T., De Mitri, I., De Souza, V., De Vries, K. D., Decerprit, G., Del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Diaz Castro, M. L., Diep, P. N., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., Dos Anjos, J. C., Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Etchegoyen, A., Facal San Luis, P., Fajardo Tapia, I., Falcke, H., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Ferrero, A., Fick, B., Filevich, A., Filipcic, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Frohlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., Garcia, B., Garcia Gamez, D., Garcia-Pinto, D., Gascon, A., Gemmeke, H., Gesterling, K., Ghia, P. L., Giaccari, U., Giller, M., Glass, H., Gold, M. S., Golup, G., Gomez Albarracin, F., Gomez Berisso, M., Goncalves, P., Gonzalez, D., Gonzalez, J. G., Gookin, B., Gora, D., Gorgi, A., Gouffon, P., Gozzini, S. R., Grashorn, E., Grebe, S., Griffith, N., Grigat, M., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Guzman, A., Hague, J. D., Hansen, P., Harari, D., Harmsma, S., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Horandel, J. R., Horneffer, A., Hrabovsky, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jarne, C., Jiraskova, S., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Kegl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. -H., Kotera, K., Krohm, N., Kromer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leao, M. S. A. B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M. A., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., Lopez, R., Lopez Aguera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Marquez Falcon, H. R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martinez Bravo, O., Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurizio, D., Mazur, P. O., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Mertsch, P., Meurer, C., Micanovic, S., Micheletti, M. I., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Morris, C., Mostafa, M., Moura, C. A., Mueller, S., Muller, M. A., Muller, G., Munchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Nhung, P. T., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nozka, L., Nyklicek, M., Oehlschlager, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V. M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parsons, R. D., Pastor, S., Paul, T., Pech, M., Pekala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V. H., Pontz, M., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Robledo, C., Rodrigues De Carvalho, W., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodriguez-Frias, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouille-D'Orfeuil, B., Roulet, E., Rovero, A. C., Ruhle, C., Salamida, F., Salazar, H., Salina, G., Sanchez, F., Santander, M., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovanek, P., Schroder, F., Schulte, S., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Silva Lopez, H. H., Smialkowski, A., Smida, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijarvi, T., Supanitsky, A. D., Susa, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tamashiro, A., Tapia, A., Tartare, M., Tascau, O., Tavera Ruiz, C. G., Tcaciuc, R., Tegolo, D., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D. K., Tkaczyk, W., Todero Peixoto, C. J., Tome, B., Tonachini, A., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdes Galicia, J. F., Valino, I., Valore, L., Van Den Berg, A. M., Varela, E., Vargas Cardenas, B., Vazquez, J. R., Vazquez, R. A., Veberic, D., Verzi, V., Vicha, J., Videla, M., Villasenor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B. J., Wieczorek, G., Wiencke, L., Wilczynska, B., Wilczynski, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M. G., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., and Ziolkowski, M.
Subjects: Anisotropie, Chemical composition, Ultra-high energy cosmic rays, Pierre auger observatory
Abstract: The Pierre Auger Collaboration has reported evidence for anisotropy in the distribution of arrival directions of the cosmic rays with energies E > Eth = 5.5×1019 eV. These show a correlation with the distribution of nearby extragalactic objects, including an apparent excess around the direction of Centaurus A. If the particles responsible for these excesses at E > Eth are heavy nuclei with charge Z, the proton component of the sources should lead to excesses in the same regions at energies E/Z. We here report the lack of anisotropies in these directions at energies above Eth/Z (for illustrative values of Z = 6, 13, 26). If the anisotropies above Eth are due to nuclei with charge Z, and under reasonable assumptions about the acceleration process, these observations imply stringent constraints on the allowed proton fraction at the lower energies.
Published: 2011

43. The Pierre Auger Observatory scaler mode for the study of solar activity modulation of galactic cosmic rays

Author: Abreu, P, Aglietta, M, Ahn, EJ, Allard, D, Allekotte, I, Allen, J, Alvarez Castillo, J, Alvarez-Muniz, J, Ambrosio, M, Aminaei, A, Anchordoqui, L, Andringa, S, Anticic, T, Anzalone, A, Aramo, C, Arganda, E, Arisaka, K, Arqueros, F, Asorey, H, Assis, P, Aublin, J, Ave, M, Avenier, M, Avila, G, Baecker, T, Badagnani, D, Balzer, M, Barber, KB, Barbosa, AF, Bardenet, R, Barroso, SLC, Baughman, B, Beatty, JJ, Becker, BR, Becker, KH, Belletoile, A, Bellido, JA, BenZvi, S, Berat, C, Bergmann, T, Bertou, X, Biermann, PL, Billoir, P, Blanco, F, Blanco, M, Bleve, C, Bluemer, H, Bohacova, M, Boncioli, D, Bonifazi, C, Bonino, R, Borodai, N, Brack, J, Brogueira, P, Brown, WC, Bruijn, R, Buchholz, P, Bueno, A, Burton, RE, Busca, NG, Caballero-Mora, KS, Caramete, L, Caruso, R, Castellina, A, Catalano, O, Cataldi, G, Cazon, L, Cester, R, Chauvin, J, Chiavassa, A, Chinellato, JA, Chou, A, Chudoba, J, Clay, RW, Colombo, E, Coluccia, MR, Conceicao, R, Contreras, F, Cook, H, Cooper, MJ, Coppens, J, Cordier, A, Cotti, U, Coutu, S, Covault, CE, Creusot, A, Criss, A, Cronin, J, Curutiu, A, Dagoret-Campagne, S, Dallier, R, Dasso, S, Daumiller, K, Dawson, BR, de Almeida, RM, De Domenico, M, De Donato, C, de Jong, SJ, De La Vega, G, de Mello Junior, WJM, de Mello Neto, JRT, De Mitri, I, de Souza, V, de Vries, KD, Decerprit, G, del Peral, L, Deligny, O, Della Selva, A, Dembinski, H, Denkiewicz, A, Di Giulio, C, Diaz, JC, Diaz Castro, ML, Diep, PN, Dobrigkeit, C, D'Olivo, JC, Dong, PN, Dorofeev, A, dos Anjos, JC, Dova, MT, D'Urso, D, Dutan, I, Ebr, J, Engel, R, Erdmann, M, Escobar, CO, Etchegoyen, A, San Luis, PF, Falcke, H, Farrar, G, Fauth, AC, Fazzini, N, Ferguson, AP, Ferrero, A, Fick, B, Filevich, A, Filipcic, A, Fleck, I, Fliescher, S, Fracchiolla, CE, Fraenkel, ED, Froehlich, U, Fuchs, B, Fulgione, W, Gamarra, RF, Gambetta, S, Garcia, B, Garcia Gamez, D, Garcia-Pinto, D, Garrido, X, Gascon, A, Gelmini, G, Gemmeke, H, Gesterling, K, Ghia, PL, Giaccari, U, Giller, M, Glass, H, Gold, MS, Golup, G, Gomez Albarracin, F, Gomez Berisso, M, Goncalves, P, Gonzalez, D, Gonzalez, JG, Gookin, B, Gora, D, Gorgi, A, Gouffon, P, Gozzini, SR, Grashorn, E, Grebe, S, Grigat, M, Grillo, AF, Guardincerri, Y, Guarino, F, Guedes, GP, Hague, JD, Hansen, P, Harari, D, Harmsma, S, Harton, JL, Haungs, A, Hebbeker, T, Heck, D, Herve, AE, Hojvat, C, Holmes, VC, Homola, P, Hoerandel, JR, Horneffer, A, Hrabovsky, M, Huege, T, Insolia, A, Ionita, F, Italiano, A, Jiraskova, S, Kadija, K, Kaducak, M, Kampert, KH, Karhan, P, Karova, T, Kasper, P, Kegl, B, Keilhauer, B, Keivani, A, Kelley, JL, Kemp, E, Kieckhafer, RM, Klages, HO, Kleifges, M, Kleinfeller, J, Knapp, J, Koang, D-H, Kotera, K, Krohm, N, Kroemer, O, Kruppke-Hansen, D, Kuehn, F, Kuempel, D, Kulbartz, JK, Kunka, N, La Rosa, G, Lachaud, C, Lautridou, P, Leao, MSAB, Lebrun, D, Lebrun, P, Leigui de Oliveira, MA, Lemiere, A, Letessier-Selvon, A, Lhenry-Yvon, I, Link, K, Lopez, R, Lopez Agueera, A, Louedec, K, Lozano Bahilo, J, Lucero, A, Ludwig, M, Lyberis, H, Maccarone, MC, Macolino, C, Maldera, S, Mandat, D, Mantsch, P, Mariazzi, AG, Marin, V, Maris, IC, Marquez Falcon, HR, Marsella, G, Martello, D, Martin, L, Martinez Bravo, O, Mathes, HJ, Matthews, J, Matthews, JAJ, Matthiae, G, Maurizio, D, Mazur, PO, Medina-Tanco, G, Melissas, M, Melo, D, Menichetti, E, Menshikov, A, Meurer, C, Micanovic, S, Micheletti, MI, Miller, W, Miramonti, L, Mollerach, S, Monasor, M, Ragaigne, DM, Montanet, F, Morales, B, Morello, C, Moreno, E, Moreno, JC, Morris, C, Mostafa, M, Mueller, S, Muller, MA, Mueller, G, Muenchmeyer, M, Mussa, R, Navarra, G, Navarro, JL, Navas, S, Necesal, P, Nellen, L, Nhung, PT, Nierstenhoefer, N, Nitz, D, Nosek, D, Nozka, L, Nyklicek, M, Oehlschlaeger, J, Olinto, A, Oliva, P, Olmos-Gilbaja, VM, Ortiz, M, Pacheco, N, Pakk Selmi-Dei, D, Palatka, M, Pallotta, J, Palmieri, N, Parente, G, Parizot, E, Parra, A, Parrisius, J, Parsons, RD, Pastor, S, Paul, T, Pavlidou, V, Payet, K, Pech, M, Pekala, J, Pelayo, R, Pepe, IM, Perrone, L, Pesce, R, Petermann, E, Petrera, S, Petrinca, P, Petrolini, A, Petrov, Y, Petrovic, J, Pfendner, C, Phan, N, Piegaia, R, Pierog, T, Pieroni, P, Pimenta, M, Pirronello, V, Platino, M, Ponce, VH, Pontz, M, Privitera, P, Prouza, M, Quel, EJ, Rautenberg, J, Ravel, O, Ravignani, D, Revenu, B, Ridky, J, Riggi, S, Risse, M, Ristori, P, Rivera, H, Riviere, C, Rizi, V, Robledo, C, Rodriguez, G, Rodriguez Martino, J, Rodriguez Rojo, J, Rodriguez-Cabo, I, Rodriguez-Frias, MD, Ros, G, Rosado, J, Rossler, T, Roth, M, Rouille-d'Orfeuil, B, Roulet, E, Rovero, AC, Salamida, F, Salazar, H, Salina, G, Sanchez, F, Santander, M, Santo, CE, Santos, E, Santos, EM, Sarazin, F, Sarkar, S, Sato, R, Scharf, N, Scherini, V, Schieler, H, Schiffer, P, Schmidt, A, Schmidt, F, Schmidt, T, Scholten, O, Schoorlemmer, H, Schovancova, J, Schovanek, P, Schroeder, F, Schulte, S, Schuessler, F, Schuster, D, Sciutto, SJ, Scuderi, M, Segreto, A, Semikoz, D, Settimo, M, Shadkam, A, Shellard, RC, Sidelnik, I, Sigl, G, Smialkowski, A, Smida, R, Snow, GR, Sommers, P, Sorokin, J, Spinka, H, Squartini, R, Stapleton, J, Stasielak, J, Stephan, M, Strazzeri, E, Stutz, A, Suarez, F, Suomijaervi, T, Supanitsky, AD, Susa, T, Sutherland, MS, Swain, J, Szadkowski, Z, Tamashiro, A, Tapia, A, Tarutina, T, Tascau, O, Tcaciuc, R, Tcherniakhovski, D, Tegolo, D, Thao, NT, Thomas, D, Tiffenberg, J, Timmermans, C, Tiwari, DK, Tkaczyk, W, Todero Peixoto, CJ, Tome, B, Tonachini, A, Travnicek, P, Tridapalli, DB, Tristram, G, Trovato, E, Tueros, M, Ulrich, R, Unger, M, Urban, M, Valdes Galicia, JF, Valino, I, Valore, L, van den Berg, AM, Vargas Cardenas, B, Vazquez, JR, Vazquez, RA, Veberic, D, Venters, T, Verzi, V, Videla, M, Villasenor, L, Wahlberg, H, Wahrlich, P, Wainberg, O, Warner, D, Watson, AA, Weber, M, Weidenhaupt, K, Weindl, A, Westerhoff, S, Whelan, BJ, Wieczorek, G, Wiencke, L, Wilczynska, B, Wilczynski, H, Will, M, Williams, C, Winchen, T, Winders, L, Winnick, MG, Wommer, M, 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Catalano, O., Cataldi, G., Cazon, L., Cester, R., Chauvin, J., Chiavassa, A., Chinellato, J., Chou, A., Chudoba, J., Clay, R., Colombo, E., Coluccia, M., Conceição, R., Contreras, F., Cook, H., Cooper, M., Coppens, J., Cordier, A., Cotti, U., Coutu, S., Covault, C., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret-Campagne, S., Dallier, R., Dasso, S., Daumiller, K., Dawson, B., De Almeida, R., De Domenico, M., De Donato, C., De Jong, S., De La Vega, G., De Mello Junior, W., De Mello Neto, J., De Mitri, I., De Souza, V., De Vries, K., Decerprit, G., Del Peral, L., Deligny, O., Della Selva, A., Dembinski, H., Denkiewicz, A., Di Giulio, C., Diaz, J., Díaz Castro, M., Diep, P., Dobrigkeit, C., D’Olivo, J., Dong, P., Dorofeev, A., Dos Anjos, J., Dova, M., D’Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C., Etchegoyen, A., Facal San Luis, P., Falcke, H., Farrar, G., Fauth, A., Fazzini, N., Ferguson, A., Ferrero, A., Fick, B., Filevich, A., Filipčič, A., Fleck, I., Fliescher, S., Fracchiolla, C., Fraenkel, E., Fröhlich, U., Fuchs, B., Fulgione, W., Gamarra, R., Gambetta, S., García, B., García Gámez, D., Garcia-Pinto, D., Garrido, X., Gascon, A., Gelmini, G., Gemmeke, H., Gesterling, K., Ghia, P., Giaccari, U., Giller, M., Glass, H., Gold, M., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gonçalves, P., Gonzalez, D., Gonzalez, J., Gookin, B., Góra, D., Gorgi, A., Gouffon, P., Gozzini, S., Grashorn, E., Grebe, S., Grigat, M., Grillo, A., Guardincerri, Y., Guarino, F., Guedes, G., Hague, J., Hansen, P., Harari, D., Harmsma, S., Harton, J., Haungs, A., Hebbeker, T., Heck, D., Herve, A., Hojvat, C., Holmes, V., Homola, P., Hörandel, J., Horneffer, A., Hrabovský, M., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jiraskova, S., Kadija, K., Kaducak, M., Kampert, K., Karhan, P., Karova, T., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J., Kemp, E., Kieckhafer, R., Klages, H., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D., Kotera, K., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuehn, F., Kuempel, D., Kulbartz, J., Kunka, N., La Rosa, G., Lachaud, C., Lautridou, P., Leão, M., Lebrun, D., Lebrun, P., Leigui De Oliveira, M., Lemiere, A., Letessier-Selvon, A., Lhenry-Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M., Macolino, C., Maldera, S., Mandat, D., Mantsch, P., Mariazzi, A., Marin, V., Maris, I., Marquez Falcon, H., Marsella, G., Martello, D., Martin, L., Martínez Bravo, O., Mathes, H., Matthews, J., Matthiae, G., Maurizio, D., Mazur, P., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Meurer, C., Mičanović, S., Micheletti, M., Miller, W., Miramonti, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J., Morris, C., Mostafá, M., Mueller, S., Muller, M., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J., Navas, S., Necesal, P., Nellen, L., Nhung, P., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Nyklicek, M., Oehlschläger, J., Olinto, A., Oliva, P., Olmos-Gilbaja, V., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Parrisius, J., Parsons, R., Pastor, S., Paul, T., Pavlidou, V., Payet, K., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrinca, P., Petrolini, A., Petrov, Y., Petrovic, J., Pfendner, C., Phan, N., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Ponce, V., Pontz, M., Privitera, P., Prouza, M., Quel, E., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rivière, C., Rizi, V., Robledo, C., Rodriguez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Cabo, I., Rodríguez-Frías, M., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouilléd’Orfeuil, B., Roulet, E., Rovero, A., Salamida, F., Salazar, H., Salina, G., Sánchez, F., Santander, M., Santo, C., Santos, E., Sarazin, F., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Schmidt, F., Schmidt, T., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schroeder, F., Schulte, S., Schüssler, F., Schuster, D., Sciutto, S., Scuderi, M., Segreto, A., Semikoz, D., Settimo, M., Shadkam, A., Shellard, R., Sidelnik, I., Sigl, G., Śmiałkowski, A., Šmída, R., Snow, G., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Stapleton, J., Stasielak, J., Stephan, M., Strazzeri, E., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A., Šuša, T., Sutherland, M., Swain, J., Szadkowski, Z., Tamashiro, A., Tapia, A., Tarutina, T., Taşcău, O., Tcaciuc, R., Tcherniakhovski, D., Tegolo, D., Thao, N., Thomas, D., Tiffenberg, J., Timmermans, C., Tiwari, D., Tkaczyk, W., Todero Peixoto, C., Tomé, B., Tonachini, A., Travnicek, P., Tridapalli, D., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J., Valiño, I., Valore, L., Van Den Berg, A., Vargas Cárdenas, B., Vázquez, J., Vázquez, R., Veberič, D., Venters, T., Verzi, V., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Warner, D., Watson, A., Weber, M., Weidenhaupt, K., Weindl, A., Westerhoff, S., Whelan, B., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Winders, L., Winnick, M., Wommer, M., Wundheiler, B., Yamamoto, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Ziolkowski, M., KVI - Center for Advanced Radiation Technology, Research unit Astroparticle Physics, APC - Astrophysique des Hautes Energies (APC - AHE), AstroParticule et Cosmologie (APC (UMR_7164)), Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Pierre et Marie Curie - Paris 6 (UPMC), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de l'Accélérateur Linéaire (LAL), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3), Laboratoire SUBATECH Nantes (SUBATECH), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Nantes (UN)-Mines Nantes (Mines Nantes), Institut de Physique Nucléaire d'Orsay (IPNO), APC - THEORIE, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut für theoretische Physik, Universität Hamburg (UHH)-Universität Hamburg (UHH), PIERRE AUGER, Guarino, Fausto, D'Urso, Domenico, Valore, Laura, M., Ambrosio, C., Aramo, DELLA SELVA, Angelo, A. V., Yushkov, The Pierre Auger, Collaboration, Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Mines Nantes (Mines Nantes)-Université de Nantes (UN)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut für theoretische Physik, Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Università di Bologna [Bologna] (UNIBO)-Università di Bologna [Bologna] (UNIBO), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7), and PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Institut für theoretische Physik
Subjects: [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], [PHYS.ASTR.IM]Physics [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], 010504 meteorology & atmospheric sciences, Cherenkov detector, Auger Experiment, Astronomy, Astrophysics::High Energy Astrophysical Phenomena, Cosmic ray, Particle detectors, Astrophysics, 01 natural sciences, Cosmic Ray, CHERENKOV DETECTOR, Auger, law.invention, law, 0103 physical sciences, Cherenkov detectors, Large detector systems for particle and astroparticle physics, BURSTS, WATER, Forbush decrease, Ultra-high-energy cosmic ray, 010303 astronomy & astrophysics, GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries), Instrumentation, Mathematical Physics, 0105 earth and related environmental sciences, Physics, Pierre Auger Observatory, FÍSICA DE PARTÍCULAS, Neutron monitor, [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Astrophysics::Instrumentation and Methods for Astrophysics, Física, [SDU.ASTR.IM]Sciences of the Universe [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], Solar activty, Experimental High Energy Physics, Large detector systems for particle and astroparticle physic, Física nuclear, Particle detector, Heliosphere
Abstract: Since data-taking began in January 2004, the Pierre Auger Observatory has been recording the count rates of low energy secondary cosmic ray particles for the self-calibration of the ground detectors of its surface detector array. After correcting for atmospheric effects, modulations of galactic cosmic rays due to solar activity and transient events are observed. Temporal variations related with the activity of the heliosphere can be determined with high accuracy due to the high total count rates. In this study, the available data are presented together with an analysis focused on the observation of Forbush decreases, where a strong correlation with neutron monitor data is found., Facultad de Ciencias Exactas
Published: 2011

44. Origin of atmospheric aerosols at the Pierre Auger Observatory using studies of air mass trajectories in South America

Author: Aab, A., Abreu, P., Alvarez Castillo, J., Diaz, J. C., Díaz Castro, M. L., Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D’Olivo, J. C., Dong, P. N., Dorofeev, A., dos Anjos, J. C., Alvarez-Muñiz, J., Dova, M. T., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Falcke, H., Fang, K., Ambrosio, M., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipčič, A., Foerster, N., Fox, B. D., Aminaei, A., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Garcia Roca, S. T., Anchordoqui, L., Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Gascon Bravo, A., Gemmeke, H., Ghia, P. L., Giammarchi, M., Giller, M., Gitto, J., Glaser, C., Andringa, S., Glass, H., Gomez Albarracin, F., Gómez Berisso, M., Gómez Vitale, P. F., Gonçalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gorham, P., Gouffon, P., Antičić, T., Grebe, S., Griffith, N., Grillo, A. F., Grubb, T. D., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Aramo, C., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hill, G. C., Hojvat, C., Hollon, N., Holt, E., Homola, P., Arqueros, F., Hörandel, J. R., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Isar, P. G., Jarne, C., Josebachuili, M., Kadija, K., Asorey, H., Kambeitz, O., Kampert, K. H., Karhan, P., Kasper, P., Kégl, B., Keilhauer, B., Keivani, A., Kemp, E., Kieckhafer, R. M., Klages, H. O., Aglietta, M., Assis, P., Kleifges, M., Kleinfeller, J., Krause, R., Krohm, N., Krömer, O., Kruppke-Hansen, D., Kuempel, D., Kunka, N., La Rosa, G., LaHurd, D., Aublin, J., Latronico, L., Lauscher, M., Lautridou, P., Le Coz, S., Leão, M. S. A. B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M. A., Letessier-Selvon, A., Lhenry-Yvon, I., Ave, M., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Avenier, M., Malacari, M., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Mariş, I. C., Marquez Falcon, H. R., Marsella, G., Avila, G., Martello, D., Martinez, H., Martínez Bravo, O., Martraire, D., Masías Meza, J. J., Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Badescu, A. M., Maurizio, D., Mayotte, E., Mazur, P. O., Medina, C., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Messina, S., Barber, K. B., Meyhandan, R., Mićanović, S., Micheletti, M. I., Middendorf, L., Minaya, I. A., Miramonti, L., Mitrica, B., Molina-Bueno, L., Mollerach, S., Monasor, M., Bardenet, R., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, J. C., Mostafá, M., Moura, C. A., Müller, G., Münchmeyer, M., Mussa, R., Bäuml, J., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Baus, C., Niggemann, T., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Ahlers, M., Beatty, J. J., Pallotta, J., Palmieri, N., Parente, G., Parra, A., Pastor, S., Paul, T., Pech, M., Pȩkala, J., Pelayo, R., Pepe, I. M., Becker, K. H., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Bellido, J. A., Pirronello, V., Platino, M., Plum, M., Pontz, M., Porcelli, A., Preda, T., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., BenZvi, S., Quinn, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Berat, C., Rizi, V., Roberts, J., Rodrigues de Carvalho, W., Rodriguez Cabo, I., Rodriguez Fernandez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodríguez-Frías, M. D., Ros, G., Rosado, J., Bertou, X., Rossler, T., Roth, M., Rouillé-d’Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saffi, S. J., Saftoiu, A., Salamida, F., Salazar, H., Biermann, P. L., Salesa Greus, F., Salina, G., Sánchez, F., Sanchez-Lucas, P., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarmento, R., Billoir, P., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Scholten, O., Schoorlemmer, H., Schovánek, P., Schröder, F. G., Sciutto, S. J., Scuderi, M., Blanco, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Sima, O., Śmiałkowski, A., Šmída, R., Snow, G. R., Bleve, C., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanič, S., Stapleton, J., Stasielak, J., Straub, M., Stutz, A., Ahn, E. J., Blümer, H., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Boháčová, M., Taşcău, O., Thao, N. T., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Todero Peixoto, C. J., Toma, G., Tomankova, L., Tomé, B., Tonachini, A., Bonifazi, C., Torralba Elipe, G., Torres Machado, D., Travnicek, P., Tridapalli, D. B., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Valdés Galicia, J. F., Valiño, I., Bonino, R., Valore, L., van Aar, G., van den Berg, A. M., van Velzen, S., van Vliet, A., Varela, E., Vargas Cárdenas, B., Varner, G., Vázquez, J. R., Vázquez, R. A., Borodai, N., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Brack, J., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Brancus, I., Will, M., Williams, C., Winchen, T., Wundheiler, B., Wykes, S., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Brogueira, P., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Zimbres Silva, M., Curci, G., Brown, W. C., Pierre Auger Collaboration, Alves Batista, R., Blanco, F., Boncioli, D., Jansen, S., Katkov, I., Knapp, J., Lauer, R., Martin, L., Müller, L., Buchholz, P., Oliveira, M., Sato, R., Schmidt, A., Schulz, A., Schulz, J., Stephan, M., Weber, M., Ziolkowski, M., Albuquerque, I. F. M., Bueno, A., Buscemi, M., Caballero-Mora, K. S., Caccianiga, B., Caccianiga, L., Candusso, M., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Allekotte, I., Cazon, L., Cester, R., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Colalillo, R., Allen, J., Collica, L., Coluccia, M. R., Conceição, R., Contreras, F., Cooper, M. J., Coutu, S., Covault, C. E., Criss, A., Cronin, J., Curutiu, A., Allison, P., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., de Jong, S. J., De La Vega, G., de Mello Junior, W. J. M., Almela, A., de Mello Neto, J. R. T., De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Di Matteo, A., Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Pierre et Marie Curie - Paris 6 (UPMC), Laboratoire SUBATECH Nantes (SUBATECH), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Nantes (UN)-Mines Nantes (Mines Nantes), Laboratoire de l'Accélérateur Linéaire (LAL), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS), Institut de Physique Nucléaire d'Orsay (IPNO), PIERRE AUGER, European Project: 246806,EC:FP7:PEOPLE,FP7-PEOPLE-2009-IRSES,EPLANET(2011), Research unit Astroparticle Physics, KVI - Center for Advanced Radiation Technology, Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Mines Nantes (Mines Nantes)-Université de Nantes (UN)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS), A., Aab, P., Abreu, M., Aglietta, M., Ahler, E. J., Ahn, I. F. M., Albuquerque, I., Allekotte, J., Allen, P., Allison, A., Almela, J., Alvarez Castillo, J., Alvarez Muñiz, R., Alves Batista, M., Ambrosio, A., Aminaei, L., Anchordoqui, S., Andringa, T., Antičić, C., Aramo, F., Arquero, H., Asorey, P., Assi, J., Aublin, M., Ave, M., Avenier, G., Avila, A. M., Badescu, K. B., Barber, R., Bardenet, J., Bäuml, C., Bau, J. J., Beatty, K. H., Becker, J. A., Bellido, S., Benzvi, C., Berat, X., Bertou, P. L., Biermann, P., Billoir, F., Blanco, M., Blanco, Bleve, Carla, H., Blümer, M., Boháčová, D., Boncioli, C., Bonifazi, R., Bonino, N., Borodai, J., Brack, I., Brancu, P., Brogueira, W. C., Brown, P., Buchholz, A., Bueno, M., Buscemi, K. S., Caballero Mora, B., Caccianiga, L., Caccianiga, M., Candusso, L., Caramete, R., Caruso, A., Castellina, G., Cataldi, L., Cazon, R., Cester, S. H., Cheng, A., Chiavassa, J. A., Chinellato, J., Chudoba, M., Cilmo, R. W., Clay, Cocciolo, Giuseppe, R., Colalillo, L., Collica, Coluccia, MARIA RITA, R., Conceição, F., Contrera, M. J., Cooper, S., Coutu, C. E., Covault, A., Cri, J., Cronin, A., Curutiu, R., Dallier, B., Daniel, S., Dasso, K., Daumiller, B. R., Dawson, R. M., de Almeida, M., De Domenico, S. J., de Jong, G., De La Vega, W. J. M., de Mello Junior, J. R. T., de Mello Neto, DE MITRI, Ivan, V., de Souza, K. D., de Vrie, L., del Peral, O., Deligny, H., Dembinski, N., Dhital, C., Di Giulio, A., Di Matteo, J. C., Diaz, M. L., Díaz Castro, P. N., Diep, F., Diogo, C., Dobrigkeit, W., Docter, J. C., D’Olivo, P. N., Dong, A., Dorofeev, J. C., dos Anjo, M. T., Dova, J., Ebr, R., Engel, M., Erdmann, C. O., Escobar, J., Espadanal, A., Etchegoyen, P., Facal San Lui, H., Falcke, K., Fang, G., Farrar, A. C., Fauth, N., Fazzini, A. P., Ferguson, B., Fick, J. M., Figueira, A., Filevich, A., Filipčič, N., Foerster, B. D., Fox, C. E., Fracchiolla, E. D., Fraenkel, O., Fratu, U., Fröhlich, B., Fuch, R., Gaior, R. F., Gamarra, S., Gambetta, B., García, S. T., Garcia Roca, D., Garcia Gamez, D., Garcia Pinto, G., Garilli, A., Gascon Bravo, H., Gemmeke, P. L., Ghia, M., Giammarchi, M., Giller, J., Gitto, C., Glaser, H., Gla, F., Gomez Albarracin, M., Gómez Berisso, P. F., Gómez Vitale, P., Gonçalve, J. G., Gonzalez, B., Gookin, A., Gorgi, P., Gorham, P., Gouffon, S., Grebe, N., Griffith, A. F., Grillo, T. D., Grubb, Y., Guardincerri, F., Guarino, G. P., Guede, P., Hansen, D., Harari, T. A., Harrison, J. L., Harton, A., Haung, T., Hebbeker, D., Heck, A. E., Herve, G. C., Hill, C., Hojvat, N., Hollon, E., Holt, P., Homola, J. R., Hörandel, P., Horvath, M., Hrabovský, D., Huber, T., Huege, A., Insolia, P. G., Isar, S., Jansen, C., Jarne, M., Josebachuili, K., Kadija, O., Kambeitz, K. H., Kampert, P., Karhan, P., Kasper, I., Katkov, B., Kégl, B., Keilhauer, A., Keivani, E., Kemp, R. M., Kieckhafer, H. O., Klage, M., Kleifge, J., Kleinfeller, J., Knapp, R., Krause, N., Krohm, O., Krömer, D., Kruppke Hansen, D., Kuempel, N., Kunka, G., La Rosa, D., Lahurd, L., Latronico, R., Lauer, M., Lauscher, P., Lautridou, S., Le Coz, M. S. A. B., Leão, D., Lebrun, P., Lebrun, M. A., Leigui de Oliveira, A., Letessier Selvon, I., Lhenry Yvon, K., Link, R., López, A., Lopez Agüera, K., Louedec, J., Lozano Bahilo, L., Lu, A., Lucero, M., Ludwig, H., Lyberi, M. C., Maccarone, M., Malacari, S., Maldera, J., Maller, D., Mandat, P., Mantsch, A. G., Mariazzi, V., Marin, I. C., Mariş, H. R., Marquez Falcon, Marsella, Giovanni, Martello, Daniele, L., Martin, H., Martinez, O., Martínez Bravo, D., Martraire, J. J., Masías Meza, H. J., Mathe, J., Matthew, J. A. J., Matthew, G., Matthiae, D., Maurel, D., Maurizio, E., Mayotte, P. O., Mazur, C., Medina, G., Medina Tanco, M., Melissa, D., Melo, E., Menichetti, A., Menshikov, S., Messina, R., Meyhandan, S., Mićanović, M. I., Micheletti, L., Middendorf, I. A., Minaya, L., Miramonti, B., Mitrica, L., Molina Bueno, S., Mollerach, M., Monasor, D., Monnier Ragaigne, F., Montanet, B., Morale, C., Morello, J. C., Moreno, M., Mostafá, C. A., Moura, M. A., Muller, G., Müller, M., Münchmeyer, R., Mussa, G., Navarra, J. L., Navarro, S., Nava, P., Necesal, L., Nellen, A., Nelle, J., Neuser, P. T., Nhung, M., Niechciol, L., Niemietz, T., Niggemann, D., Nitz, D., Nosek, L., Nožka, J., Oehlschläger, A., Olinto, M., Oliveira, M., Ortiz, N., Pacheco, D., Pakk Selmi Dei, M., Palatka, J., Pallotta, N., Palmieri, G., Parente, A., Parra, S., Pastor, T., Paul, M., Pech, J., Pȩkala, R., Pelayo, I. M., Pepe, Perrone, Lorenzo, R., Pesce, E., Petermann, S., Petrera, A., Petrolini, Y., Petrov, R., Piegaia, T., Pierog, P., Pieroni, M., Pimenta, V., Pirronello, M., Platino, M., Plum, M., Pontz, A., Porcelli, T., Preda, P., Privitera, M., Prouza, E. J., Quel, S., Querchfeld, S., Quinn, J., Rautenberg, O., Ravel, D., Ravignani, B., Revenu, J., Ridky, S., Riggi, M., Risse, P., Ristori, H., Rivera, V., Rizi, J., Robert, W., Rodrigues de Carvalho, I., Rodriguez Cabo, G., Rodriguez Fernandez, J., Rodriguez Martino, J., Rodriguez Rojo, M. D., Rodríguez Fría, G., Ro, J., Rosado, T., Rossler, M., Roth, B., Rouillé d’Orfeuil, E., Roulet, A. C., Rovero, C., Rühle, S. J., Saffi, A., Saftoiu, F., Salamida, H., Salazar, F., Salesa Greu, G., Salina, F., Sánchez, P., Sanchez Luca, C. E., Santo, E., Santo, E. M., Santo, F., Sarazin, B., Sarkar, R., Sarmento, R., Sato, N., Scharf, Scherini, Viviana, H., Schieler, P., Schiffer, A., Schmidt, O., Scholten, H., Schoorlemmer, P., Schovánek, F. G., Schröder, A., Schulz, J., Schulz, S. J., Sciutto, M., Scuderi, A., Segreto, M., Settimo, A., Shadkam, R. C., Shellard, I., Sidelnik, G., Sigl, O., Sima, A., Śmiałkowski, R., Šmída, G. R., Snow, P., Sommer, J., Sorokin, H., Spinka, R., Squartini, Y. N., Srivastava, S., Stanič, J., Stapleton, J., Stasielak, M., Stephan, M., Straub, A., Stutz, F., Suarez, T., Suomijärvi, A. D., Supanitsky, T., Šuša, M. S., Sutherland, J., Swain, Z., Szadkowski, M., Szuba, A., Tapia, M., Tartare, O., Taşcău, N. T., Thao, J., Tiffenberg, C., Timmerman, W., Tkaczyk, C. J., Todero Peixoto, G., Toma, L., Tomankova, B., Tomé, A., Tonachini, G., Torralba Elipe, D., Torres Machado, P., Travnicek, D. B., Tridapalli, E., Trovato, M., Tuero, R., Ulrich, M., Unger, J. F., Valdés Galicia, I., Valiño, L., Valore, G., van Aar, A. M., van den Berg, S., van Velzen, A., van Vliet, E., Varela, B., Vargas Cárdena, G., Varner, J. R., Vázquez, R. A., Vázquez, D., Veberič, V., Verzi, J., Vicha, M., Videla, L., Villaseñor, H., Wahlberg, P., Wahrlich, O., Wainberg, D., Walz, A. A., Watson, M., Weber, K., Weidenhaupt, A., Weindl, F., Werner, S., Westerhoff, B. J., Whelan, A., Widom, G., Wieczorek, L., Wiencke, B., Wilczyńska, H., Wilczyński, M., Will, C., William, T., Winchen, B., Wundheiler, S., Wyke, T., Yamamoto, T., Yapici, P., Younk, G., Yuan, A., Yushkov, B., Zamorano, E., Za, D., Zavrtanik, M., Zavrtanik, I., Zaw, A., Zepeda, J., Zhou, Y., Zhu, M., Zimbres Silva, M., Ziolkowski, G., Curci, J., Alvarez Mu?iz, T., Anti?i?, J., B?uml, C., Bleve, H., Bl?mer, M., Boh??ov?, Buscemi, Mario, Cilmo, Marco, G., Cocciolo, Colalillo, Roberta, M. R., Coluccia, R., Concei??o, I., De Mitri, M. L., D?az Castro, J. C., D?olivo, A., Filip?i?, U., Fr?hlich, B., Garc?a, M., G?mez Berisso, P. F., G?mez Vitale, P., Gon?alve, Guarino, Fausto, J. R., H?randel, M., Hrabovsk?, B., K?gl, O., Kr?mer, M. S. A. B., Le?o, R., L?pez, A., Lopez Ag?era, I. C., Mari?, G., Marsella, D., Martello, O., Mart?nez Bravo, J. J., Mas?as Meza, S., Mi?anovi?, M., Mostaf?, G., M?ller, M., M?nchmeyer, L., No?ka, J., Oehlschl?ger, J., P?kala, L., Perrone, M. D., Rodr?guez Fr?a, B., Rouill? d?Orfeuil, C., R?hle, F., S?nchez, V., Scherini, P., Schov?nek, F. G., Schr?der, A., ?mia?kowski, R., ?m?da, S., Stani?, T., Suomij?rvi, T., ?u?a, O., Ta?c?u, B., Tom?, J. F., Vald?s Galicia, I., Vali?o, Valore, Laura, B., Vargas C?rdena, J. R., V?zquez, R. A., V?zquez, D., Veberi?, L., Villase?or, B., Wilczy?ska, and H., Wilczy?ski
Subjects: Atmospheric Science, 010504 meteorology & atmospheric sciences, aerosol, Astronomy, Observatories, Aerosol concentration, Air pollution, 010501 environmental sciences, Atmospheric sciences, medicine.disease_cause, Aerosols, Atmospheric aerosols, Augers, Cosmic rays, Observatories, Aerosol concentration, Aerosol optical depths, Air mass, Atmospheric effects, GDAS, HYSPLIT, Pierre Auger observatory, Ultra high-energy cosmic rays, Meteorology, aerosol property, air mass, concentration (composition), optical depth, trajectory, urban area, urban atmosphere, Argentina, 01 natural sciences, optical depth, Observatory, 11. Sustainability, ddc:550, Meteorologia, Augers, media_common, High Energy Astrophysical Phenomena (astro-ph.HE), Physics, concentration (composition), [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], urban atmosphere, Atmospheric effects, GDAS, Atmospheric aerosols, cosmic ray, air masses, atmospheric effect, Physics - Atmospheric and Oceanic Physics, trajectory, Climatology, ComputingMethodologies_DOCUMENTANDTEXTPROCESSING, HYSPLIT, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - High Energy Astrophysical Phenomena, Pollution, aerosol property, [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], [PHYS.ASTR.IM]Physics [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], media_common.quotation_subject, FOS: Physical sciences, Atmósfera, Atmosphere, cosmic rays, medicine, Aerosol optical depths, Instrumentation and Methods for Astrophysics (astro-ph.IM), Cosmic rays, Ciencias Exactas, Air mass, 0105 earth and related environmental sciences, Aerosols, [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph], Pierre Auger Observatory, Física, ASTROFÍSICA, [SDU.ASTR.IM]Sciences of the Universe [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], Aerosol, 13. Climate action, Experimental High Energy Physics, Atmospheric and Oceanic Physics (physics.ao-ph), Pierre Auger observatory, Ultra high-energy cosmic rays, urban area
Abstract: The Pierre Auger Observatory is making significant contributions towards understanding the nature and origin of ultra-high energy cosmic rays. One of its main challenges is the monitoring of the atmosphere, both in terms of its state variables and its optical properties. The aim of this work is to analyze aerosol optical depth $\tau_{\rm a}(z)$ values measured from 2004 to 2012 at the observatory, which is located in a remote and relatively unstudied area of the Pampa Amarilla, Argentina. The aerosol optical depth is in average quite low - annual mean $\tau_{\rm a}(3.5~{\rm km})\sim 0.04$ - and shows a seasonal trend with a winter minimum - $\tau_{\rm a}(3.5~{\rm km})\sim 0.03$ -, and a summer maximum - $\tau_{\rm a}(3.5~{\rm km})\sim 0.06$ -, and an unexpected increase from August to September - $\tau_{\rm a}(3.5~{\rm km})\sim 0.055$). We computed backward trajectories for the years 2005 to 2012 to interpret the air mass origin. Winter nights with low aerosol concentrations show air masses originating from the Pacific Ocean. Average concentrations are affected by continental sources (wind-blown dust and urban pollution), while the peak observed in September and October could be linked to biomass burning in the northern part of Argentina or air pollution coming from surrounding urban areas., Comment: 16 pages, 9 figures, accepted in Atmospheric Research journal
Published: 2014

45. Ten Simple Rules for a Successful Cross-Disciplinary Collaboration

Author: Knapp, B, Bardenet, R, Bernabeu, MO, Bordas, R, Bruna, M, Calderhead, B, Cooper, J, Fletcher, AG, Groen, D, Kuijper, B, Lewis, J, McInerny, G, Minssen, T, Osborne, J, Paulitschke, V, Pitt-Francis, J, Todoric, J, Yates, CA, Gavaghan, D, Deane, CM, Knapp, B, Bardenet, R, Bernabeu, MO, Bordas, R, Bruna, M, Calderhead, B, Cooper, J, Fletcher, AG, Groen, D, Kuijper, B, Lewis, J, McInerny, G, Minssen, T, Osborne, J, Paulitschke, V, Pitt-Francis, J, Todoric, J, Yates, CA, Gavaghan, D, and Deane, CM
Published: 2015

46. Collaborative hyperparameter tuning

Author: Bardenet, R., Brendel, M., Kégl, Balázs, Sebag, Michèle, Laboratoire de l'Accélérateur Linéaire (LAL), Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Department of Statistics [Oxford], University of Oxford, Machine Learning and Optimisation (TAO), Laboratoire de Recherche en Informatique (LRI), Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Appstat, Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Recherche en Informatique (LRI), Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS), Sanjoy Dasgupta and David McAllester, Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), University of Oxford [Oxford], Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Paris-Sud - Paris 11 (UP11)-Laboratoire de Recherche en Informatique (LRI), Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-CentraleSupélec, and Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11)-Laboratoire de Recherche en Informatique (LRI)
Subjects: [INFO.INFO-PF]Computer Science [cs]/Performance [cs.PF], [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]
Abstract: International audience; Hyperparameter learning has traditionally been a manual task because of the limited number of trials. Today's computing infrastructures allow bigger evaluation budgets, thus opening the way for algorithmic approaches. Recently, surrogate-based optimization was successfully applied to hyperparameter learning for deep belief networks and to WEKA classifiers. The methods combined brute force computational power with model building about the behavior of the error function in the hyperparameter space, and they could significantly improve on manual hyperparameter tuning. What may make experienced practitioners even better at hyperparameter optimization is their ability to generalize across similar learning problems. In this paper, we propose a generic method to incorporate knowledge from previous experiments when simultaneously tuning a learning algorithm on new problems at hand. To this end, we combine surrogate-based ranking and optimization techniques for surrogate-based collaborative tuning (SCoT). We demonstrate SCoT in two experiments where it outperforms standard tuning techniques and single-problem surrogate-based optimization.
Published: 2013

47. The Pierre Auger Collaboration

Author: Will M., Wiencke L., WilczyÅska B., WilczyÅski H., Whelan B.J., Widom A., Wieczorek G., Westerhoff S., Werner F., Weindl A., Weidenhaupt K., Weber M., Walz D., Watson A.A., Wainberg O., Wahlberg H., Wahrlich P., VillaseÃ±or L., Videla M., Vicha J., VÃ¡zquez R.A., VeberiÄ D., Verzi V., VÃ¡zquez J.R., Varela E., Vargas CÃ¡rdenas B., Valore L., van den Berg A.M., ValiÃ±o I., Urban M., ValdÃ©s Galicia J.F., Unger M., Ulrich R., Trovato E., Tueros M., Tristram G., Tridapalli D.B., Tonachini A., Travnicek P., TomÃ© B., Tomankova L., Toma G., Todero Peixoto C.J., Timmermans C., Tkaczyk W., Tiffenberg J., Thao N.T., Thomas D., Tcaciuc R., TaÅcÄu O., Tartare M., Tapia A., Szuba M., Swain J., Szadkowski Z., Sutherland M.S., Å uÅ¡a T., Supanitsky A.D., SuomijÃ¤rvi T., Suarez F., Stutz A., Stephan M., Stapleton J., Stasielak J., Srivastava Y.N., Stanic S., Spinka H., Squartini R., Sorokin J., Snow G.R., Sommers P., Å mÃda R., 'SmiaÅ kowski A., Sima O., Silva Lopez H.H., Sigl G., Sidelnik I., Shellard R.C., Settimo M., Shadkam A., Segreto A., Scuderi M., Schuster D., Sciutto S.J., Schulte S., SchrÃ¶der F., SchovÃ¡nek P., Schovancova J., Schoorlemmer H., Scholten O., Schmidt A., Schiffer P., Scherini V., Schieler H., Scharf N., Sarkar S., Sato R., Sarkar B., Sarazin F., Santos E.M., Santos E., Santo C.E., SÃ¡nchez F., Salina G., Salamida F., Salazar H., Salesa Greus F., Saftoiu A., Rovero A.C., RÃ¼hle C., Roulet E., RouillÃ©-d'Orfeuil B., Roth M., Rossler T., Rosado J., Ros G., RodrÃguez-FrÃas M.D., Rodriguez Rojo J., Rodriguez Cabo I., Rodriguez Martino J., Rodriguez G., Roberts J., Rodrigues de Carvalho W., Rizi V., Rivera H., Risse M., Ristori P., Ridky J., Riggi S., Revenu B., Ravel O., Ravignani D., Querchfeld S., Rautenberg J., Quel E.J., Prouza M., Porcelli A., Privitera P., Pontz M., Ponce V.H., Plum M., Platino M., Pirronello V., Pimenta M., Pierog T., Pieroni P., Piegaia R., Pfendner C., Petrolini A., Petrov Y., Pesce R., Petermann E., Petrera S., Perrone L., Pech M., Pekala J., Pelayo R., Pepe I.M., Paul T., Parra A., Pastor S., Parente G., Parizot E., Palmieri N., Palatka M., Pallotta J., Pakk Selmi-Dei D., Pacheco N., Ortiz M., Olinto A., OehlschlÃ¤ger J., NoÅ¾ka L., Nitz D., Nosek D., Niemietz L., Nierstenhoefer N., Nhung P.T., Niechciol M., Neuser J., Necesal P., Nellen L., Nelles A., Navarro J.L., Navas S., Navarra G., Mussa R., MÃ¼nchmeyer M., Muller M.A., MÃ¼ller G., Moura C.A., MostafÃ¡ M., Moreno J.C., Moreno E., Morello C., Morales B., Monnier Ragaigne D., Montanet F., Monasor M., Mollerach S., Molina-Bueno L., Minaya I.A., Miramonti L., Micheletti M.I., Mi'canovi'c S., Meurer C., Mertsch P., Menichetti E., Menshikov A., Melo D., Melissas M., Maurizio D., Mazur P.O., Medina-Tanco G., Maurel D., Matthiae G., Matthews J., Matthews J.A.J., Mathes H.J., Martinez H., MartÃnez Bravo O., Martin L., Martello D., Marsella G., Marquez Falcon H.R., Maris I.C., Marin J., Marin V., Mantsch P., Mariazzi A.G., Mandat D., Maldera S., Maccarone M.C., Macolino C., Lyberis H., Lucero A., Ludwig M., Lu L., Lozano Bahilo J., Lopez AgÃ¼era A., Louedec K., LÃ³pez R., Link K., Lhenry-Yvon I., Lebrun P., Leigui de Oliveira M.A., Letessier-Selvon A., LeÃ£o M.S.A.B., Lebrun D., Coz S. Le, Lautridou P., Lauer R., LaHurd D., Latronico L., Lachaud C., Rosa G. La, Kunka N., Kuempel D., Kulbartz J.K., Kuehn F., Kruppke-Hansen D., KrÃ¶mer O., Krohm N., Kotera K., Koang D.-H., Kleinfeller J., Knapp J., Kleifges M., Klages H.O., Kemp E., Kieckhafer R.M., Kelley J.L., Keivani A., Keilhauer B., KÃ©gl B., Kasper P., Katkov I., Karhan P., Kadija K., Kampert K.H., Jiraskova S., Josebachuili M., Italiano A., Jarne C., Ionita F., Insolia A., Huber D., Huege T., Horvath P., HrabovskÃ½ M., HÃ¶randel J.R., Holmes V.C., Homola P., Hollon N., Hojvat C., Heck D., Herve A.E., Haungs A., Hebbeker T., Harton J.L., Harrison T.A., Harari D., Hansen P., Guedes G.P., Guarino F., Guardincerri Y., Grillo A.F., Griffith N., Grigat M., Grashorn E., Grebe S., Gouffon P., Gookin B., Gorgi A., Gonzalez J.G., GonÃ§alves P., GÃ³mez Berisso M., GÃ³mez Vitale P.F., Gomez Albarracin F., Glass H., Gold M.S., Golup G., Giller M., Gitto J., Ghia P.L., Gascon Bravo A., Gemmeke H., Garcia-Pinto D., Garcia Roca S.T., Garcia-Gamez D., GarcÃa B., Gambetta S., Gamarra R.F., Gaior R., Fuchs B., FrÃ¶hlich U., Fratu O., Fraenkel E.D., Fracchiolla C.E., Fliescher S., Filevich A., FilipÄiÄ A., Fick B., Fazzini N., Ferguson A.P., Falcke H., Farrar G., Fauth A.C., Facal San Luis P., chegoyen A., Erdmann M., Escobar C.O., Espadanal J., Engel R., Dutan I., Ebr J., D'Urso D., Dova M.T., Dong P.N., Dorofeev A., dos Anjos J.C., Dobrigkeit C., Docters W., D'Olivo J.C., Diogo F., DÃaz Castro M.L., Diep P.N., Di Giulio C., Dhital N., Dembinski H., del RÃo M., Deligny O., del Peral L., de Vries K.D., de Souza V., De Mitri I., de Mello Neto J.R.T., de Jong S.J., De La Vega G., de Mello Junior W.J.M., De Domenico M., De Donato C., Dawson B.R., de Almeida R.M., Daumiller K., Dasso S., Daniel B., Dallier R., Dagoret-Campagne S., Curutiu A., Cronin J., Criss A., Creusot A., Coutu S., Covault C.E., Coppens J., Cordier A., Cooper M.J., Cook H., Contreras F., ConceiÃ§Ã£o R., Coluccia M.R., Clay R.W., Cilmo M., Chudoba J., Diaz J. Chirinos, Chinellato J.A., Chiavassa A., Cheng S.H., Chauvin J., Cester R., Cazon L., Cataldi G., Catalano O., Castellina A., Caruso R., Caramete L., Caccianiga B., Caballero-Mora K.S., Burton R.E., Bueno A., Buchholz P., Brown W.C., Bruijn R., Brogueira P., Brack J., Brancus I., Borodai N., Bonino R., Bonifazi C., Boncioli D., BlÃ¼mer H., BohÃ¡ÄovÃ¡ M., Bleve C., Blanco M., Blanco F., Billoir P., Biermann P.L., Bertou X., Berat C., BenZvi S., Bellido J.A., BellÃ©toile A., Becker B.R., Becker K.H., Beatty J.J., BÃ¤uml J., Baughman B., Barroso S.L.C., Bardenet R., Barbosa A.F., Barber K.B., Balzer M., Badescu A.M., BÃ¤cker T., Avila G., Avenier M., Ave M., Aublin J., Assis P., Asorey H., Arganda E., Arqueros F., Aramo C., AntiÄi'c T., Andringa S., Anchordoqui L., Aminaei A., Ambrosio M., Alves Batista R., Alvarez-MuÃ±iz J., Alvarez Castillo J., Allison P., Almela A., Allen J., Allekotte I., Allard D., Albuquerque I.F.M., Ahlers M., Ahn E.J., Aglietta M., Abreu P., Williams C., Winchen T., Wommer M., Wundheiler B., Yamamoto T., Yapici T., Younk P., Yuan G., Yushkov A., Zamorano Garcia B., Zas E., Zavrtanik D., Zavrtanik M., Zaw I., Zepeda A., Zhu Y., Zimbres Silva M., and Ziolkowski M.
Subjects: lcsh:Physics, lcsh:QC1-999
Published: 2013

48. Highlights from the Pierre Auger Observatory

Author: antoine letessier selvon, For The Pierre Auger Collaboration, Aab, A., Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allekotte, I., Allen, J., Allison, P., Almela, A., Alvarez Castillo, J., Alvarez-Muniz, J., Alves Batista, R., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antivcic, T., Aramo, C., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Barber, K. B., Bardenet, R., Baeuml, J., Baus, C., Beatty, J. J., Becker, K. H., Belletoile, A., Bellido, J. A., Benzvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blumer, H., Bohacova, M., Boncioli, D., Bonifazi, C., Bonino, R., Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Buchholz, P., Bueno, A., Burton, R. E., Buscemi, M., Caballero-Mora, K. S., Caccianiga, B., Caccianiga, L., Candusso, M., Caramete, L., Caruso, R., Castellina, A., Cataldi, G., Cazon, L., Cester, R., Cheng, S. H., Chiavassa, A., Chinellato, J. A., Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Colalillo, R., Collica, L., Coluccia, M. R., Conceicao, R., Contreras, F., Cook, H., Cooper, M. J., Coutu, S., Covault, C. E., Criss, A., Cronin, J., Curutiu, A., Richard Dallier, Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., Almeida, R. M., Domenico, M., Jong, S. J., La Vega, G., Mello Junior, W. J. M., Mello Neto, J. R. T., Mitri, I., Souza, V., Vries, K. D., Del Peral, L., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Diaz, J. C., Diaz Castro, M. L., Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., Olivo, J. C. D., Dong, P. N., Dorofeev, A., Dos Anjos, J. C., Dova, M. T., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Falcke, H., Fang, K., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipcic, A., Foerster, N., Fox, B. D., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Frohlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., Garcia, B., Garcia Roca, S. T., Garcia-Gamez, D., Garcia-Pinto, D., Garilli, G., Gascon Bravo, A., Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glaser, C., Glass, H., Gomez Albarracin, F., Gomez Berisso, M., Gomez Vitale, P. F., Goncalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gorham, P., Gouffon, P., Grebe, S., Griffith, N., Grillo, A. F., Grubb, T. D., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hill, G. C., Hojvat, C., Hollon, N., Homola, P., Hoerandel, J. R., Horvath, P., Hrabovsky, M., Huber, D., Huege, T., Insolia, A., Isar, P. G., Jansen, S., Jarne, C., Josebachuili, M., Kadija, K., Kambeitz, O., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kegl, B., Keilhauer, B., Keivani, A., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., J. Knapp D, Krause, R., Krohm, N., Kroemer, O., Kruppke-Hansen, D., Kuempel, D., Kunka, N., La Rosa, G., Lahurd, D., Latronico, L., Lauer, R., Lauscher, M., Pascal Lautridou, Le Coz, S., Leao, M. S. A. B., Lebrun, D., Lebrun, P., Leigui Oliveira, M. A., Lhenry-Yvon, I., Link, K., Lopez, R., Lopez Aguera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Malacari, M., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, V., Maris, I. C., Marquez Falcon, H. R., Marsella, G., Martello, D., Lilian Martin, Martinez, H., Martinez Bravo, O., Martraire, D., Masias Meza, J. J., Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mayotte, E., Mazur, P. O., Medina, C., Medina-Tanco, G., Melissas, M., Melo, D., Menichetti, E., Menshikov, A., Messina, S., Meyhandan, R., Micanovic, S., Micheletti, M. I., Middendorf, L., Minaya, I. A., Miramonti, L., Mitrica, B., Molina-Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, J. C., Mostafa, M., Moura, C. A., Muller, M. A., Muller, G., Munchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Niggemann, T., Nitz, D., Nosek, D., Novzka, L., Oehlschlager, J., Olinto, A., Oliveira, M., Ortiz, M., Pacheco, N., Pakk Selmi-Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parra, A., Pastor, S., Paul, T., Pech, M., Pekala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Pontz, M., Porcelli, A., Preda, T., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Quinn, S., Rautenberg, J., Ravel, O., Ravignani, D., Benoît Revenu, Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Rodrigues Carvalho, W., Rodriguez Cabo, I., Rodriguez Fernandez, G., Rodriguez Martino, J., Rodriguez Rojo, J., Rodriguez-Frias, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouille-D Orfeuil, B., Roulet, E., Rovero, A. C., Ruhle, C., Saffi, S. J., Saftoiu, A., Salamida, F., Salazar, H., Salesa Greus, F., Salina, G., Sanchez, F., Sanchez-Lucas, P., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovanek, P., Schroeder, F. G., Schulz, A., Schulz, J., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Sima, O., Smialkowski, A., Smida, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Straub, M., Stutz, A., Suarez, F., Suomijarvi, T., Supanitsky, A. D., Susa, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Tacscuau, O., Tcaciuc, R., Thao, N. T., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Todero Peixoto, C. J., Toma, G., Tomankova, L., Tome, B., Tonachini, A., Torralba Elipe, G., Torres Machado, D., Travnicek, P., Tridapalli, D. B., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Valdes Galicia, J. F., Valino, I., Valore, L., Aar, G., Den Berg, A. M., Velzen, S., Vliet, A., Varela, E., Vargas Cardenas, B., Varner, G., Vazquez, J. R., Vazquez, R. A., Veberic, D., Verzi, V., Vicha, J., Videla, M., Villasenor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Felix Werner, Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczynska, B., Wilczynski, H., Will, M., Williams, C., Winchen, T., Wundheiler, B., Wykes, S., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Zimbres Silva, M., Ziolkowski, M., Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Pierre et Marie Curie - Paris 6 (UPMC), Laboratoire de l'Accélérateur Linéaire (LAL), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), Laboratoire SUBATECH Nantes (SUBATECH), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Nantes (UN)-Mines Nantes (Mines Nantes), Institut de Physique Nucléaire d'Orsay (IPNO), PIERRE AUGER, Research unit Nuclear & Hadron Physics, Research unit Astroparticle Physics, Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), and Mines Nantes (Mines Nantes)-Université de Nantes (UN)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)
Subjects: [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Astronomy, Astrophysics::High Energy Astrophysical Phenomena, General Physics and Astronomy, FOS: Physical sciences, Cosmic ray, 7. Clean energy, Auger, Observatory, Energy spectrum, ddc:530, Cosmic-ray observatory, Pierre Auger Observatory, Physics, High Energy Astrophysical Phenomena (astro-ph.HE), [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Detector, Astrophysics::Instrumentation and Methods for Astrophysics, RAYS, Highlights, Data quality, Experimental High Energy Physics, Ultrahigh-energy cosmic rays, Astrophysics - High Energy Astrophysical Phenomena
Abstract: The Pierre Auger Observatory is the world's largest cosmic ray observatory. Our current exposure reaches nearly 40,000 km$^2$ str and provides us with an unprecedented quality data set. The performance and stability of the detectors and their enhancements are described. Data analyses have led to a number of major breakthroughs. Among these we discuss the energy spectrum and the searches for large-scale anisotropies. We present analyses of our X$_{max}$ data and show how it can be interpreted in terms of mass composition. We also describe some new analyses that extract mass sensitive parameters from the 100% duty cycle SD data. A coherent interpretation of all these recent results opens new directions. The consequences regarding the cosmic ray composition and the properties of UHECR sources are briefly discussed., Comment: 9 pages, 12 figures, talk given at the 33rd International Cosmic Ray Conference, Rio de Janeiro 2013
Published: 2013

49. Interpretation of the depths of maximum of extensive air showers measured by the Pierre Auger Observatory

Author: Abreu, P., Aglietta, M., Ahlers, M., Ahn, E. J., Albuquerque, I. F. M., Allard, D., Allekotte, I., Allen, J., Allison, P., Almela, A., Alvarez Castillo, J., Alvarez Muñiz, J., Alves Batista, R., Ambrosio, M., Aminaei, A., Anchordoqui, L., Andringa, S., Antiči'C, T., Aramo, C., Arganda, E., Arqueros, F., Asorey, H., Assis, P., Aublin, J., Ave, M., Avenier, M., Avila, G., Badescu, A. M., Balzer, M., Barber, K. B., Barbosa, A. F., Bardenet, R., Barroso, S. L. C., Baughman, B., Bäuml, J., Baus, C., Beatty, J. J., Becker, K. H., Bellétoile, A., Bellido, J. A., Benzvi, S., Berat, C., Bertou, X., Biermann, P. L., Billoir, P., Blanco, F., Blanco, M., Bleve, C., Blümer, H., Boháčová, M., Boncioli, D., Bonifazi, C., Bonino, Raffaella, Borodai, N., Brack, J., Brancus, I., Brogueira, P., Brown, W. C., Bruijn, R., Buchholz, P., Bueno, A., Buroker, L., Burton, R. E., Caballero Mora, K. S., Caccianiga, B., Caramete, L., Caruso, R., Castellina, A., Catalano, O., Cataldi, G., Cazon, L., Cester, Rosanna, Chauvin, J., Cheng, S. H., Chiavassa, Andrea, Chinellato, J. A., Chirinos Diaz, J., Chudoba, J., Cilmo, M., Clay, R. W., Cocciolo, G., Collica, L., Coluccia, M. R., Conceição, R., Contreras, F., Cook, H., Cooper, M. J., Coppens, J., Cordier, A., Coutu, S., Covault, C. E., Creusot, A., Criss, A., Cronin, J., Curutiu, A., Dagoret Campagne, S., Dallier, R., Daniel, B., Dasso, S., Daumiller, K., Dawson, B. R., de Almeida, R. M., De Domenico, M., De Donato, C., de Jong, S. J., De La Vega, G., de Mello Junior, W. J. M., de Mello Neto, J. R. T., De Mitri, I., de Souza, V., de Vries, K. D., del Peral, L., del Río, M., Deligny, O., Dembinski, H., Dhital, N., Di Giulio, C., Díaz Castro, M. L., Diep, P. N., Diogo, F., Dobrigkeit, C., Docters, W., D'Olivo, J. C., Dong, P. N., Dorofeev, A., dos Anjos, J. C., Dova, M. T., D'Urso, D., Dutan, I., Ebr, J., Engel, R., Erdmann, M., Escobar, C. O., Espadanal, J., Etchegoyen, A., Facal San Luis, P., Falcke, H., Fang, K., Farrar, G., Fauth, A. C., Fazzini, N., Ferguson, A. P., Fick, B., Figueira, J. M., Filevich, A., Filipčič, A., Fliescher, S., Fracchiolla, C. E., Fraenkel, E. D., Fratu, O., Fröhlich, U., Fuchs, B., Gaior, R., Gamarra, R. F., Gambetta, S., García, B., Garcia Roca, S. T., Garcia Gamez, D., Garcia Pinto, D., Garilli, G., Gascon Bravo, A., Gemmeke, H., Ghia, P. L., Giller, M., Gitto, J., Glass, H., Gold, M. S., Golup, G., Gomez Albarracin, F., Gómez Berisso, M., Gómez Vitale, P. F., Gonçalves, P., Gonzalez, J. G., Gookin, B., Gorgi, A., Gouffon, P., Grashorn, E., Grebe, S., Griffith, N., Grillo, A. F., Guardincerri, Y., Guarino, F., Guedes, G. P., Hansen, P., Harari, D., Harrison, T. A., Harton, J. L., Haungs, A., Hebbeker, T., Heck, D., Herve, A. E., Hill, G. C., Hojvat, C., Hollon, N., Holmes, V. C., Homola, P., Hörandel, J. R., Horvath, P., Hrabovský, M., Huber, D., Huege, T., Insolia, A., Ionita, F., Italiano, A., Jansen, S., Jarne, C., Jiraskova, S., Josebachuili, M., Kadija, K., Kampert, K. H., Karhan, P., Kasper, P., Katkov, I., Kégl, B., Keilhauer, B., Keivani, A., Kelley, J. L., Kemp, E., Kieckhafer, R. M., Klages, H. O., Kleifges, M., Kleinfeller, J., Knapp, J., Koang, D. H., Kotera, K., Krohm, N., Krömer, O., Kruppke Hansen, D., Kuempel, D., Kulbartz, J. K., Kunka, N., La Rosa, G., Lachaud, C., Lahurd, D., Latronico, L., Lauer, R., Lautridou, P., Le Coz, S., Leão, M. S. A. B., Lebrun, D., Lebrun, P., Leigui de Oliveira, M. A., Letessier Selvon, A., Lhenry Yvon, I., Link, K., López, R., Lopez Agüera, A., Louedec, K., Lozano Bahilo, J., Lu, L., Lucero, A., Ludwig, M., Lyberis, H., Maccarone, M. C., Macolino, C., Maldera, S., Maller, J., Mandat, D., Mantsch, P., Mariazzi, A. G., Marin, J., Marin, V., Maris, I. C., Marquez Falcon, H. R., Marsella, G., Martello, D., Martin, L., Martinez, H., Martínez Bravo, O., Martraire, D., Masías Meza, J. J., Mathes, H. J., Matthews, J., Matthews, J. A. J., Matthiae, G., Maurel, D., Maurizio, D., Mazur, P. O., Medina Tanco, G., Melissas, M., Melo, D., Menichetti, Ezio, Menshikov, A., Mertsch, P., Messina, S., Meurer, C., Meyhandan, R., Mi'Canovi'C, S., Micheletti, M. I., Minaya, I. A., Miramonti, L., Molina Bueno, L., Mollerach, S., Monasor, M., Monnier Ragaigne, D., Montanet, F., Morales, B., Morello, C., Moreno, E., Moreno, J. C., Mostafá, M., Moura, C. A., Muller, M. A., Müller, G., Münchmeyer, M., Mussa, R., Navarra, G., Navarro, J. L., Navas, S., Necesal, P., Nellen, L., Nelles, A., Neuser, J., Nhung, P. T., Niechciol, M., Niemietz, L., Nierstenhoefer, N., Nitz, D., Nosek, D., Nožka, L., Oehlschläger, J., Olinto, A., Ortiz, M., Pacheco, N., Pakk Selmi Dei, D., Palatka, M., Pallotta, J., Palmieri, N., Parente, G., Parizot, E., Parra, A., Pastor, S., Paul, T., Pech, M., Pe¸kala, J., Pelayo, R., Pepe, I. M., Perrone, L., Pesce, R., Petermann, E., Petrera, S., Petrolini, A., Petrov, Y., Pfendner, C., Piegaia, R., Pierog, T., Pieroni, P., Pimenta, M., Pirronello, V., Platino, M., Plum, M., Ponce, V. H., Pontz, M., Porcelli, A., Privitera, P., Prouza, M., Quel, E. J., Querchfeld, S., Rautenberg, J., Ravel, O., Ravignani, D., Revenu, B., Ridky, J., Riggi, S., Risse, M., Ristori, P., Rivera, H., Rizi, V., Roberts, J., Rodrigues de Carvalho, W., Rodriguez, G., Rodriguez Cabo, I., Rodriguez Martino, J., Rodriguez Rojo, J., Rodríguez Frías, M. D., Ros, G., Rosado, J., Rossler, T., Roth, M., Rouillé d'Orfeuil, B., Roulet, E., Rovero, A. C., Rühle, C., Saftoiu, A., Salamida, F., Salazar, H., Salesa Greus, F., Salina, G., Sánchez, F., Santo, C. E., Santos, E., Santos, E. M., Sarazin, F., Sarkar, B., Sarkar, S., Sato, R., Scharf, N., Scherini, V., Schieler, H., Schiffer, P., Schmidt, A., Scholten, O., Schoorlemmer, H., Schovancova, J., Schovánek, P., Schröder, F., Schuster, D., Sciutto, S. J., Scuderi, M., Segreto, A., Settimo, M., Shadkam, A., Shellard, R. C., Sidelnik, I., Sigl, G., Silva Lopez, H. H., Sima, O., 'Smiałkowski, A., Šmída, R., Snow, G. R., Sommers, P., Sorokin, J., Spinka, H., Squartini, R., Srivastava, Y. N., Stanic, S., Stapleton, J., Stasielak, J., Stephan, M., Stutz, A., Suarez, F., Suomijärvi, T., Supanitsky, A. D., Šuša, T., Sutherland, M. S., Swain, J., Szadkowski, Z., Szuba, M., Tapia, A., Tartare, M., Taşcău, O., Tcaciuc, R., Thao, N. T., Thomas, D., Tiffenberg, J., Timmermans, C., Tkaczyk, W., Todero Peixoto, C. J., Toma, G., Tomankova, L., Tomé, B., Tonachini, Aurelio Siro, Torralba Elipe, G., Travnicek, P., Tridapalli, D. B., Tristram, G., Trovato, E., Tueros, M., Ulrich, R., Unger, M., Urban, M., Valdés Galicia, J. F., Valiño, I., Valore, L., van Aar, G., van den Berg, A. M., van Velzen, S., van Vliet, A., Varela, E., Vargas Cárdenas, B., Vázquez, J. R., Vázquez, R. A., Veberič, D., Verzi, V., Vicha, J., Videla, M., Villaseñor, L., Wahlberg, H., Wahrlich, P., Wainberg, O., Walz, D., Watson, A. A., Weber, M., Weidenhaupt, K., Weindl, A., Werner, F., Westerhoff, S., Whelan, B. J., Widom, A., Wieczorek, G., Wiencke, L., Wilczyńska, B., Wilczyński, H., Will, M., Williams, C., Winchen, T., Wommer, M., Wundheiler, B., Yamamoto, T., Yapici, T., Younk, P., Yuan, G., Yushkov, A., Zamorano Garcia, B., Zas, E., Zavrtanik, D., Zavrtanik, M., Zaw, I., Zepeda, A., Zhou, J., Zhu, Y., Zimbres Silva, M., Ziolkowski, M., Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Pierre et Marie Curie - Paris 6 (UPMC), Laboratoire SUBATECH Nantes (SUBATECH), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Nantes (UN)-Mines Nantes (Mines Nantes), Unité Scientifique de la Station de Nançay (USN), Centre National de la Recherche Scientifique (CNRS)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire des Sciences de l'Univers en région Centre (OSUC), Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université d'Orléans (UO)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université d'Orléans (UO)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université d'Orléans (UO), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS), Institut de Physique Nucléaire d'Orsay (IPNO), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Sud - Paris 11 (UP11), Laboratoire de l'Accélérateur Linéaire (LAL), PIERRE AUGER, Centro Nacional de Física de Partículas, Astropartículas y Nuclear (España), European Commission, P., Abreu, M., Aglietta, M., Ahler, E. J., Ahn, I. F. M., Albuquerque, D., Allard, I., Allekotte, J., Allen, P., Allison, A., Almela, J., Alvarez Castillo, J., Alvarez Muñiz, R., Alves Batista, M., Ambrosio, A., Aminaei, L., Anchordoqui, S., Andringa, T., Antičić, C., Aramo, E., Arganda, F., Arquero, H., Asorey, P., Assi, J., Aublin, M., Ave, M., Avenier, G., Avila, A. M., Badescu, M., Balzer, K. B., Barber, A. F., Barbosa, R., Bardenet, S. L. C., Barroso, B., Baughman f, J., Bäuml, C., Bau, J. J., Beatty, K. H., Becker, A., Bellétoile, J. A., Bellido, S., Benzvi, C., Berat, X., Bertou, P. L., Biermann, P., Billoir, F., Blanco, M., Blanco, C., Bleve, H., Blümer, M., Boháčová, D., Boncioli, C., Bonifazi, R., Bonino, N., Borodai, J., Brack, I., Brancu, P., Brogueira, W. C., Brown, R., Bruijn i, P., Buchholz, A., Bueno, L., Buroker, R. E., Burton, K. S., Caballero Mora, B., Caccianiga, L., Caramete, R., Caruso, A., Castellina, O., Catalano, G., Cataldi, L., Cazon, R., Cester, J., Chauvin, S. H., Cheng, A., Chiavassa, J. A., Chinellato, J., Chirinos Diaz, J., Chudoba, M., Cilmo, R. W., Clay, Cocciolo, Giuseppe, L., Collica, Coluccia, MARIA RITA, R., Conceição, F., Contrera, H., Cook, M. J., Cooper, J., Coppen, A., Cordier, S., Coutu, C. E., Covault, A., Creusot, A., Cri, J., Cronin, A., Curutiu, S., Dagoret Campagne, R., Dallier, B., Daniel, S., Dasso, K., Daumiller, B. R., Dawson, R. M., de Almeida, M., De Domenico, C., De Donato, S. J., de Jong, G., De La Vega, W. J. M., de Mello Junior, J. R. T., de Mello Neto, DE MITRI, Ivan, V., de Souza, K. D., de Vrie, L., del Peral, M., del Río, O., Deligny, H., Dembinski, N., Dhital, C., Di Giulio, M. L., Díaz Castro, P. N., Diep, F., Diogo, C., Dobrigkeit, W., Docter, J. C., D'Olivo, P. N., Dong, A., Dorofeev, J. C., dos Anjo, M. T., Dova, D., D'Urso, I., Dutan, J., Ebr, R., Engel, M., Erdmann, C. O., Escobar, J., Espadanal, A., Etchegoyen, P., Facal San Lui, H., Falcke, K., Fang, G., Farrar, A. C., Fauth, N., Fazzini, A. P., Ferguson, B., Fick, J. 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Dutan, J. Ebr, R. Engel, M. Erdmann, C.O. Escobar, J. Espadanal, A. Etchegoyen, P. Facal San Lui, H. Falcke, K. Fang, G. Farrar, A.C. Fauth, N. Fazzini, A.P. Ferguson, B. Fick, J.M. Figueira, A. Filevich, A. Filipčič, S. Fliescher, C.E. Fracchiolla, E.D. Fraenkel!, O. Fratu, U. Fröhlich, B. Fuch, R. Gaior, R.F. Gamarra, S. Gambetta, B. García, S.T. Garcia Roca, D. Garcia-Gamez, D. Garcia-Pinto, G. Garilli, A. Gascon Bravo, H. Gemmeke, P.L. Ghia, M. Giller, J. Gitto, H. Gla, M.S. Gold, G. Golup, F. Gomez Albarracin, M. Gómez Berisso, P.F. Gómez Vitale, P. Gonçalve, J.G. Gonzalez, B. Gookin, A. Gorgi, P. Gouffon, E. Grashorn, S. Grebe, N. Griffith, A.F. Grillo, Y. Guardincerri, F. Guarino, G.P. Guede, P. Hansen, D. Harari, T.A. Harrison, J.L. Harton, A. Haung, T. Hebbeker, D. Heck, A.E. Herve, C. Hojvat, N. Hollon, V.C. Holme, P. Homola, J.R. Hörandel, P. Horvath, M. Hrabovský, D. Huber, T. Huege, A. Insolia, F. Ionita, A. Italiano, S. Jansen, C. Jarne, S. Jiraskova, M. Josebachuili, K. Kadija, K.H. Kampert, P. Karhan, P. Kasper, I. Katkov, B. Kégl, B. Keilhauer, A. Keivani, J.L. Kelley, E. Kemp, R.M. Kieckhafer, H.O. Klage, M. Kleifge, J. Kleinfeller, J. Knapp, D.-H. Koang, K. Kotera, N. Krohm, O. Krömer, D. Kruppke-Hansen, D. Kuempel, J.K. Kulbartz, N. Kunka, G. La Rosa, C. Lachaud, D. LaHurd, L. Latronico, R. Lauer, P. Lautridou, S. Le Coz, M.S.A.B. Leão, D. Lebrun, P. Lebrun, M.A. Leigui de Oliveira, A. Letessier-Selvon, I. Lhenry-Yvon, K. Link, R. López, A. Lopez Agüera, K. Louedec, J. Lozano Bahilo, L. Lu, A. Lucero, M. Ludwig, H. Lyberi, M.C. Maccarone, C. Macolino, S. Maldera, J. Maller, D. Mandat, P. Mantsch, A.G. Mariazzi, J. Marin, V. Marin, I.C. Mari, H.R. Marquez Falcon, G. Marsella, D. Martello, L. Martin, H. Martinez, O. Martínez Bravo, D. Martraire, J.J. Masías Meza, H.J. Mathe, J. Matthew, J.A.J. Matthew, G. Matthiae, D. Maurel, D. Maurizio, P.O. Mazur, G. Medina-Tanco, M. Melissa, D. Melo, E. Menichetti, A. Menshikov, P. Mertsch, C. Meurer, R. Meyhandan, S. Mićanović, M.I. Micheletti, I.A. Minaya, L. Miramonti, L. Molina-Bueno, S. Mollerach, M. Monasor, D. Monnier Ragaigne, F. Montanet, B. Morale, C. Morello, E. Moreno, J.C. Moreno, M. Mostafá, C.A. Moura, M.A. Muller, G. Müller, M. Münchmeyer, R. Mussa, G. Navarra ‡, J.L. Navarro, S. Nava, P. Necesal, L. Nellen, A. Nelle, J. Neuser, P.T. Nhung, M. Niechciol, L. Niemietz, N. Nierstenhoefer, D. Nitz, D. Nosek, L. Nožka, J. Oehlschläger, A. Olinto, M. Ortiz, N. Pacheco, D. Pakk Selmi-Dei, M. Palatka, J. Pallotta, N. Palmieri, G. Parente, E. Parizot, A. Parra, S. Pastor, T. Paul, M. Pech, J. Pękala, R. Pelayo, I.M. Pepe, L. Perrone, R. Pesce, E. Petermann, S. Petrera, A. Petrolini, Y. Petrov, C. Pfendner, R. Piegaia, T. Pierog, P. Pieroni, M. Pimenta, V. Pirronello, M. Platino, M. Plum, V.H. Ponce, M. Pontz, A. Porcelli, P. Privitera, M. Prouza, E.J. Quel, S. Querchfeld, J. Rautenberg, O. Ravel, D. Ravignani, B. Revenu, J. Ridky, S. Riggi, M. Risse, P. Ristori, H. Rivera, V. Rizi, J. Robert, W. Rodrigues de Carvalho, G. Rodriguez, I. Rodriguez Cabo, J. Rodriguez Martino, J. Rodriguez Rojo, M.D. Rodríguez-Fría, G. Ro, J. Rosado, T. Rossler, M. Roth, B. Rouillé-d'Orfeuil, E. Roulet, A.C. Rovero, C. Rühle, A. Saftoiu, F. Salamida, H. Salazar, F. Salesa Greu, G. Salina, F. SÃ! ¡nchez, C.E. Santo, E. Santo, E.M. Santo, F. Sarazin, B. Sarkar, S. Sarkar, R. Sato, N. Scharf, V. Scherini, H. Schieler, P. Schiffer, A. Schmidt, O. Scholten, H. Schoorlemmer, J. Schovancova, P. Schovánek, F. Schröder, S. Schulte, D. Schuster, S.J. Sciutto, M. Scuderi, A. Segreto, M. Settimo, A. Shadkam, R.C. Shellard, I. Sidelnik, G. Sigl, H.H. Silva Lopez, O. Sima, A. Śmiałkowski, R. Šmída, G.R. Snow, P. Sommer, J. Sorokin, H. Spinka, R. Squartini, Y.N. Srivastava, S. Stanic, J. Stapleton, J. Stasielak, M. Stephan, A. Stutz, F. Suarez, T. Suomijärvi, A.D. Supanitsky, T. Šuša, M.S. Sutherland, J. Swain, Z. Szadkowski, M. Szuba, A. Tapia, M. Tartare, O. Taşcău, R. Tcaciuc, N.T. Thao, D. Thoma, J. Tiffenberg, C. Timmerman, W. Tkaczyk, C.J. Todero Peixoto, G. Toma, L. Tomankova, B. Tomé, A. Tonachini, P. Travnicek, D.B. Tridapalli, G. Tristram, E. Trovato, M. Tuero, R. Ulrich, M. Unger, M. Urban, J.F. Valdés Galicia, I. Valiño, L. Valore, G. van Aar, A.M. van den Berg, A. van Vliet, E. Varela, B. Vargas Cárdena, J.R. Vázquez, R.A. Vázquez, D. Veberič, V. Verzi, J. Vicha, M. Videla, L. Villaseñor, H. Wahlberg, P. Wahrlich, O. Wainberg, D. Walz, A.A. Watson, M. Weber, K. Weidenhaupt, A. Weindl, F. Werner, S. Westerhoff, B.J. Whelan, A. Widom, G. Wieczorek, L. Wiencke, B. Wilczyńska, H. Wilczyński, M. Will, C. William, T. Winchen, M. Wommer, B. Wundheiler, T. Yamamoto a, T. Yapici, P. Younk, G. Yuan, A. Yushkov, B. Zamorano Garcia, E. Za, D. Zavrtanik, M. Zavrtanik, I. Zaw h, A. Zepeda b, J. Zhou, Y. Zhu, M. Zimbres Silva, M. Ziolkowski, Buscemi, Mario, Cilmo, Marco, Colalillo, Roberta, Guarino, Fausto, Valore, Laura, The Pierre Auger, Collaboration, KVI - Center for Advanced Radiation Technology, Research unit Astroparticle Physics, Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Mines Nantes (Mines Nantes)-Université de Nantes (UN)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Observatoire des Sciences de l'Univers en région Centre (OSUC), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université d'Orléans (UO)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université d'Orléans (UO)-Centre National de la Recherche Scientifique (CNRS), Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Centre National de la Recherche Scientifique (CNRS), and Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)
Subjects: [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Ciencias Físicas, Astronomy, Astrophysics::High Energy Astrophysical Phenomena, Hadron, FOS: Physical sciences, Cosmic ray, ultra high energy cosmic rays, 01 natural sciences, ultra high energy cosmic ray, Interpretation (model theory), purl.org/becyt/ford/1 [https], Nuclear physics, 0103 physical sciences, PARTICLES, 010306 general physics, Dispersion (water waves), High Energy Astrophysical Phenomena (astro-ph.HE), Physics, Pierre Auger Observatory, COMPOSICIÓN DE MASA, EXPERIMENTO AUGER, 010308 nuclear & particles physics, [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Astrophysics::Instrumentation and Methods for Astrophysics, Astronomy and Astrophysics, Observable, ASTROFÍSICA, purl.org/becyt/ford/1.3 [https], RAYOS COSMICOS, Astronomía, ENERGY COSMIC-RAYS, MODEL, Distribution (mathematics), Air shower, Particles, Ultra High Energy Cosmic Rays, Experimental High Energy Physics, SIMULATION, ComputingMethodologies_DOCUMENTANDTEXTPROCESSING, Energy cosmic-rays, Física nuclear, cosmic ray experiments, Astrophysics - High Energy Astrophysical Phenomena, CIENCIAS NATURALES Y EXACTAS, Simulation, Model
Abstract: To interpret the mean depth of cosmic ray air shower maximum and its dispersion, we parametrize those two observables as functions of the first two moments of the ln A distribution. We examine the goodness of this simple method through simulations of test mass distributions. The application of the parameterization to Pierre Auger Observatory data allows one to study the energy dependence of the mean ln A and of its variance under the assumption of selected hadronic interaction models. We discuss possible implications of these dependences in term of interaction models and astrophysical cosmic ray sources., The successful installation, commissioning, and operation of the Pierre Auger Observatory would not have been possible without the strong commitment and effort from the technical and administrative staff in Malargüe.
Published: 2013

50. Concentration inequalities for sampling without replacement

Author: Bardenet, R��mi and Maillard, Odalric-Ambrym
Subjects: FOS: Mathematics, Statistics Theory (math.ST)
Abstract: Concentration inequalities quantify the deviation of a random variable from a fixed value. In spite of numerous applications, such as opinion surveys or ecological counting procedures, few concentration results are known for the setting of sampling without replacement from a finite population. Until now, the best general concentration inequality has been a Hoeffding inequality due to Serfling [Ann. Statist. 2 (1974) 39-48]. In this paper, we first improve on the fundamental result of Serfling [Ann. Statist. 2 (1974) 39-48], and further extend it to obtain a Bernstein concentration bound for sampling without replacement. We then derive an empirical version of our bound that does not require the variance to be known to the user., Published at http://dx.doi.org/10.3150/14-BEJ605 in the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statistical Institute/Bernoulli Society (http://isi.cbs.nl/BS/bshome.htm)
Published: 2013
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