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Energy Estimation of Cosmic Rays with the Engineering Radio Array of the Pierre Auger Observatory
Authors :
The Pierre Auger Collaboration Aab, Alexander Abreu, Pedro Aglietta, Marco Ahn, Eun-Joo Samarai, Imen Al Albuquerque, Ivone Allekotte, Ingomar Allison, Patrick Almela, Alejandro Castillo, Jesus Alvarez Alvarez-Muñiz, Jaime Batista, Rafael Alves Ambrosio, Michelangelo Aminaei, Amin Anastasi, Gioacchino Alex Anchordoqui, Luis Andringa, Sofia Aramo, Carla Arqueros, Fernando Arsene, Nicusor Asorey, Hernán Gonzalo Assis, Pedro Aublin, Julien Avila, Gualberto Awal, Nafiun Badescu, Alina Mihaela Baus, Colin Beatty, Jim Becker, Karl Heinz Bellido, Jose A. Berat, Corinne Bertaina, Mario Edoardo Bertou, Xavier Biermann, Peter Billoir, Pierre Blaess, Simon G. Blanco, Alberto Blanco, Miguel Blazek, Jiri Bleve, Carla Blümer, Hans Boháčová, Martina Boncioli, Denise Bonifazi, Carla Borodai, Nataliia Brack, Jeffrey Brancus, Iliana Bretz, Thomas Bridgeman, Ariel Brogueira, Pedro Buchholz, Peter Bueno, Antonio Buitink, Stijn Buscemi, Mario Caballero-Mora, Karen S. Caccianiga, Barbara Caccianiga, Lorenzo Candusso, Marina Caramete, Laurentiu Caruso, Rossella Castellina, Antonella Cataldi, Gabriella Cazon, Lorenzo Cester, Rosanna Chavez, Alan G. Chiavassa, Andrea Chinellato, Jose Augusto Chudoba, Jiri Cilmo, Marco Clay, Roger W Cocciolo, Giuseppe Colalillo, Roberta Coleman, Alan Collica, Laura Coluccia, Maria Rita Conceição, Ruben Contreras, Fernando Cooper, Mathew J. Cordier, Alain Coutu, Stephane Covault, Corbin Cronin, James Dallier, Richard Daniel, Bruno Dasso, Sergio Daumiller, Kai Dawson, Bruce R. de Almeida, Rogerio M. de Jong, Sijbrand J. De Mauro, Giuseppe Neto, Joao de Mello De Mitri, Ivan de Oliveira, Jaime de Souza, Vitor del Peral, Luis Deligny, Olivier Dhital, Niraj Di Giulio, Claudio Di Matteo, Armando Diaz, Johana Chirinos Castro, Mary Lucia Díaz Diogo, Francisco Dobrigkeit, Carola Docters, Wendy D'Olivo, Juan Carlos Dorofeev, Alexei Hasankiadeh, Qader Dorosti Anjos, Rita dos Dova, Maria Teresa Ebr, Jan Engel, Ralph Erdmann, Martin Erfani, Mona Escobar, Carlos O. Espadanal, Joao Etchegoyen, Alberto Falcke, Heino Fang, Ke Farrar, Glennys Fauth, Anderson Fazzini, Norberto Ferguson, Andrew P. Fick, Brian Figueira, Juan Manuel Filevich, Alberto Filipčič, Andrej Fratu, Octavian Freire, Martín Miguel Fujii, Toshihiro García, Beatriz Garcia-Gamez, Diego Garcia-Pinto, Diego Gate, Florian Gemmeke, Hartmut Gherghel-Lascu, Alexandru Ghia, Piera Luisa Giaccari, Ugo Giammarchi, Marco Giller, Maria Głas, Dariusz Glaser, Christian Glass, Henry Golup, Geraldina Berisso, Mariano Gómez Vitale, Primo F. Gómez González, Nicolás Gookin, Ben Gordon, Jacob Gorgi, Alessio Gorham, Peter Gouffon, Philippe Griffith, Nathan Grillo, Aurelio Grubb, Trent D. Guarino, Fausto Guedes, Germano Hampel, Matías Rolf Hansen, Patricia Harari, Diego Harrison, Thomas A. Hartmann, Sebastian Harton, John Haungs, Andreas Hebbeker, Thomas Heck, Dieter Heimann, Philipp Herve, Alexander E. Hill, Gary C. Hojvat, Carlos Hollon, Nicholas Holt, Ewa Homola, Piotr Hörandel, Jörg Horvath, Pavel Hrabovský, Miroslav Huber, Daniel Huege, Tim Insolia, Antonio Isar, Paula Gina Jandt, Ingolf Jansen, Stefan Jarne, Cecilia Johnsen, Jeffrey A. Josebachuili, Mariela Kääpä, Alex Kambeitz, Olga Kampert, Karl Heinz Kasper, Peter Katkov, Igor Keilhauer, Bianca Kemp, Ernesto Kieckhafer, Roger Klages, Hans Kleifges, Matthias Kleinfeller, Jonny Krause, Raphael Krohm, Nicole Kuempel, Daniel Mezek, Gasper Kukec Kunka, Norbert Awad, Alaa Metwaly Kuotb LaHurd, Danielle Latronico, Luca Lauer, Robert Lauscher, Markus Lautridou, Pascal Coz, Sandra Le Lebrun, Didier Lebrun, Paul de Oliveira, Marcelo Augusto Leigui Letessier-Selvon, Antoine Lhenry-Yvon, Isabelle Link, Katrin Lopes, Luis López, Rebeca Casado, Aida López Louedec, Karim Lucero, Agustin Malacari, Max Mallamaci, Manuela Maller, Jennifer Mandat, Dusan Mantsch, Paul Mariazzi, Analisa Marin, Vincent Mariş, Ioana Marsella, Giovanni Martello, Daniele Martinez, Humberto Bravo, Oscar Martínez Martraire, Diane Meza, Jimmy Masías Mathes, Hermann-Josef Mathys, Sebastian Matthews, James Matthews, John Matthiae, Giorgio Maurizio, Daniela Mayotte, Eric Mazur, Peter Medina, Carlos Medina-Tanco, Gustavo Meissner, Rebecca Mello, Victor Melo, Diego Menshikov, Alexander Messina, Stefano Micheletti, Maria Isabel Middendorf, Lukas Minaya, Ignacio A. Miramonti, Lino Mitrica, Bogdan Molina-Bueno, Laura Mollerach, Silvia Montanet, François Morello, Carlo Mostafá, Miguel Moura, Celio A. Muller, Marcio Aparecido Müller, Gero Müller, Sarah Navas, Sergio Necesal, Petr Nellen, Lukas Nelles, Anna Neuser, Jens Nguyen, Phong H. Niculescu-Oglinzanu, Mihai Niechciol, Marcus Niemietz, Lukas Niggemann, Tim Nitz, Dave Nosek, Dalibor Novotny, Vladimir Nožka, Lyberis Núñez, Luis Ochilo, Livingstone Oikonomou, Foteini Olinto, Angela Pacheco, Noelia Selmi-Dei, Daniel Pakk Palatka, Miroslav Pallotta, Juan Papenbreer, Philipp Parente, Gonzalo Parra, Alejandra Paul, Thomas Pech, Miroslav Pękala, Jan Pelayo, Rodrigo Pepe, Iuri Perrone, Lorenzo Petermann, Emily Peters, Christine Petrera, Sergio Petrov, Yevgeniy Phuntsok, Jamyang Piegaia, Ricardo Pierog, Tanguy Pieroni, Pablo Pimenta, Mário Pirronello, Valerio Platino, Manuel Plum, Matthias Porcelli, Alessio Porowski, Czeslaw Prado, Raul Ribeiro Privitera, Paolo Prouza, Michael Quel, Eduardo J Querchfeld, Sven Quinn, Sean Rautenberg, Julian Ravel, Olivier Ravignani, Diego Reinert, Darius Revenu, Benoît Ridky, Jan Risse, Markus Ristori, Pablo Rizi, Vincenzo de Carvalho, Washington Rodrigues Rojo, Jorge Rubén Rodriguez Rodríguez-Frías, Maria Dolores Rogozin, Dmytro Rosado, Jaime Roth, Markus Roulet, Esteban Rovero, Adrian Saffi, Steven J. Saftoiu, Alexandra Salazar, Humberto Saleh, Ahmed Greus, Francisco Salesa Salina, Gaetano Gomez, Jose Sanabria Sánchez, Federico Sanchez-Lucas, Patricia Santos, Edivaldo Moura Santos, Eva Sarazin, Fred Sarkar, Biswaijt Sarmento, Raul Sarmiento-Cano, Christian Sato, Ricardo Scarso, Carlos Schauer, Markus Scherini, Viviana Schieler, Harald Schmidt, David Scholten, Olaf Schoorlemmer, Harm Schovánek, Petr Schröder, Frank G. Schulz, Alexander Schulz, Johannes Schumacher, Johannes Sciutto, Sergio Segreto, Alberto Settimo, Mariangela Shadkam, Amir Shellard, Ronald C. Sigl, Guenter Sima, Octavian Śmiałkowski, Andrzej Šmída, Radomir Snow, Gregory Sommers, Paul Sonntag, Sebastian Sorokin, J. Squartini, Ruben Srivastava, Yogendra N. Stanca, Denis Stanič, Samo Stapleton, James Stasielak, Jaroslaw Stephan, Maurice Stutz, Anne Suarez, Federico Durán, Mauricio Suarez Suomijärvi, Tiina Supanitsky, A. Daniel Sutherland, Michael Swain, John Szadkowski, Zbigniew Taborda, Oscar Alejandro Tapia, Alex Tepe, Andreas Theodoro, Vanessa Menezes Tibolla, Omar Timmermans, Charles Peixoto, Carlos J. Todero Toma, Gabriel Tomankova, Lenka Tomé, Bernardo Tonachini, Aurelio Elipe, Guillermo Torralba Machado, Diego Torres Travnicek, Petr Trini, Marta Ulrich, Ralf Unger, Michael Urban, Martin Galicia, Jose F. Valdés Valiño, Ines Valore, Laura van Aar, Guus van Bodegom, Patrick Berg, Ad M. van den van Velzen, Sjoert van Vliet, Arjen Varela, Enrique Cárdenas, Bernardo Vargas Varner, Gary Vasquez, Rafael Vázquez, Jose R. Vázquez, Ricardo Veberič, Darko Verzi, Valerio Vicha, Jakub Videla, Mariela Villaseñor, Luis Vlcek, Brian Vorobiov, Serguei Wahlberg, Hernan Wainberg, Oscar Walz, David Watson, Alan Weber, Marc Weidenhaupt, Klaus Weindl, Andreas Welling, Christoph Werner, Felix Widom, Allan Wiencke, Lawrence Wilczyński, Henryk Winchen, Tobias Wittkowski, David Wundheiler, Brian Wykes, Sarka Yang, Lili Yapici, Tolga Yushkov, Alexey Zas, Enrique Zavrtanik, Danilo Zavrtanik, Marko Zepeda, Arnulfo Zimmermann, Benedikt Ziolkowski, Michael Zuccarello, Francesca The Pierre Auger Collaboration Aab, Alexander Abreu, Pedro Aglietta, Marco Ahn, Eun-Joo Samarai, Imen Al Albuquerque, Ivone Allekotte, Ingomar Allison, Patrick Almela, Alejandro Castillo, Jesus Alvarez Alvarez-Muñiz, Jaime Batista, Rafael Alves Ambrosio, Michelangelo Aminaei, Amin Anastasi, Gioacchino Alex Anchordoqui, Luis Andringa, Sofia Aramo, Carla Arqueros, Fernando Arsene, Nicusor Asorey, Hernán Gonzalo Assis, Pedro Aublin, Julien Avila, Gualberto Awal, Nafiun Badescu, Alina Mihaela Baus, Colin Beatty, Jim Becker, Karl Heinz Bellido, Jose A. Berat, Corinne Bertaina, Mario Edoardo Bertou, Xavier Biermann, Peter Billoir, Pierre Blaess, Simon G. Blanco, Alberto Blanco, Miguel Blazek, Jiri Bleve, Carla Blümer, Hans Boháčová, Martina Boncioli, Denise Bonifazi, Carla Borodai, Nataliia Brack, Jeffrey Brancus, Iliana Bretz, Thomas Bridgeman, Ariel Brogueira, Pedro Buchholz, Peter Bueno, Antonio Buitink, Stijn Buscemi, Mario Caballero-Mora, Karen S. Caccianiga, Barbara Caccianiga, Lorenzo Candusso, Marina Caramete, Laurentiu Caruso, Rossella Castellina, Antonella Cataldi, Gabriella Cazon, Lorenzo Cester, Rosanna Chavez, Alan G. Chiavassa, Andrea Chinellato, Jose Augusto Chudoba, Jiri Cilmo, Marco Clay, Roger W Cocciolo, Giuseppe Colalillo, Roberta Coleman, Alan Collica, Laura Coluccia, Maria Rita Conceição, Ruben Contreras, Fernando Cooper, Mathew J. Cordier, Alain Coutu, Stephane Covault, Corbin Cronin, James Dallier, Richard Daniel, Bruno Dasso, Sergio Daumiller, Kai Dawson, Bruce R. de Almeida, Rogerio M. de Jong, Sijbrand J. De Mauro, Giuseppe Neto, Joao de Mello De Mitri, Ivan de Oliveira, Jaime de Souza, Vitor del Peral, Luis Deligny, Olivier Dhital, Niraj Di Giulio, Claudio Di Matteo, Armando Diaz, Johana Chirinos Castro, Mary Lucia Díaz Diogo, Francisco Dobrigkeit, Carola Docters, Wendy D'Olivo, Juan Carlos Dorofeev, Alexei Hasankiadeh, Qader Dorosti Anjos, Rita dos Dova, Maria Teresa Ebr, Jan Engel, Ralph Erdmann, Martin Erfani, Mona Escobar, Carlos O. Espadanal, Joao Etchegoyen, Alberto Falcke, Heino Fang, Ke Farrar, Glennys Fauth, Anderson Fazzini, Norberto Ferguson, Andrew P. Fick, Brian Figueira, Juan Manuel Filevich, Alberto Filipčič, Andrej Fratu, Octavian Freire, Martín Miguel Fujii, Toshihiro García, Beatriz Garcia-Gamez, Diego Garcia-Pinto, Diego Gate, Florian Gemmeke, Hartmut Gherghel-Lascu, Alexandru Ghia, Piera Luisa Giaccari, Ugo Giammarchi, Marco Giller, Maria Głas, Dariusz Glaser, Christian Glass, Henry Golup, Geraldina Berisso, Mariano Gómez Vitale, Primo F. Gómez González, Nicolás Gookin, Ben Gordon, Jacob Gorgi, Alessio Gorham, Peter Gouffon, Philippe Griffith, Nathan Grillo, Aurelio Grubb, Trent D. Guarino, Fausto Guedes, Germano Hampel, Matías Rolf Hansen, Patricia Harari, Diego Harrison, Thomas A. Hartmann, Sebastian Harton, John Haungs, Andreas Hebbeker, Thomas Heck, Dieter Heimann, Philipp Herve, Alexander E. Hill, Gary C. Hojvat, Carlos Hollon, Nicholas Holt, Ewa Homola, Piotr Hörandel, Jörg Horvath, Pavel Hrabovský, Miroslav Huber, Daniel Huege, Tim Insolia, Antonio Isar, Paula Gina Jandt, Ingolf Jansen, Stefan Jarne, Cecilia Johnsen, Jeffrey A. Josebachuili, Mariela Kääpä, Alex Kambeitz, Olga Kampert, Karl Heinz Kasper, Peter Katkov, Igor Keilhauer, Bianca Kemp, Ernesto Kieckhafer, Roger Klages, Hans Kleifges, Matthias Kleinfeller, Jonny Krause, Raphael Krohm, Nicole Kuempel, Daniel Mezek, Gasper Kukec Kunka, Norbert Awad, Alaa Metwaly Kuotb LaHurd, Danielle Latronico, Luca Lauer, Robert Lauscher, Markus Lautridou, Pascal Coz, Sandra Le Lebrun, Didier Lebrun, Paul de Oliveira, Marcelo Augusto Leigui Letessier-Selvon, Antoine Lhenry-Yvon, Isabelle Link, Katrin Lopes, Luis López, Rebeca Casado, Aida López Louedec, Karim Lucero, Agustin Malacari, Max Mallamaci, Manuela Maller, Jennifer Mandat, Dusan Mantsch, Paul Mariazzi, Analisa Marin, Vincent Mariş, Ioana Marsella, Giovanni Martello, Daniele Martinez, Humberto Bravo, Oscar Martínez Martraire, Diane Meza, Jimmy Masías Mathes, Hermann-Josef Mathys, Sebastian Matthews, James Matthews, John Matthiae, Giorgio Maurizio, Daniela Mayotte, Eric Mazur, Peter Medina, Carlos Medina-Tanco, Gustavo Meissner, Rebecca Mello, Victor Melo, Diego Menshikov, Alexander Messina, Stefano Micheletti, Maria Isabel Middendorf, Lukas Minaya, Ignacio A. Miramonti, Lino Mitrica, Bogdan Molina-Bueno, Laura Mollerach, Silvia Montanet, François Morello, Carlo Mostafá, Miguel Moura, Celio A. Muller, Marcio Aparecido Müller, Gero Müller, Sarah Navas, Sergio Necesal, Petr Nellen, Lukas Nelles, Anna Neuser, Jens Nguyen, Phong H. Niculescu-Oglinzanu, Mihai Niechciol, Marcus Niemietz, Lukas Niggemann, Tim Nitz, Dave Nosek, Dalibor Novotny, Vladimir Nožka, Lyberis Núñez, Luis Ochilo, Livingstone Oikonomou, Foteini Olinto, Angela Pacheco, Noelia Selmi-Dei, Daniel Pakk Palatka, Miroslav Pallotta, Juan Papenbreer, Philipp Parente, Gonzalo Parra, Alejandra Paul, Thomas Pech, Miroslav Pękala, Jan Pelayo, Rodrigo Pepe, Iuri Perrone, Lorenzo Petermann, Emily Peters, Christine Petrera, Sergio Petrov, Yevgeniy Phuntsok, Jamyang Piegaia, Ricardo Pierog, Tanguy Pieroni, Pablo Pimenta, Mário Pirronello, Valerio Platino, Manuel Plum, Matthias Porcelli, Alessio Porowski, Czeslaw Prado, Raul Ribeiro Privitera, Paolo Prouza, Michael Quel, Eduardo J Querchfeld, Sven Quinn, Sean Rautenberg, Julian Ravel, Olivier Ravignani, Diego Reinert, Darius Revenu, Benoît Ridky, Jan Risse, Markus Ristori, Pablo Rizi, Vincenzo de Carvalho, Washington Rodrigues Rojo, Jorge Rubén Rodriguez Rodríguez-Frías, Maria Dolores Rogozin, Dmytro Rosado, Jaime Roth, Markus Roulet, Esteban Rovero, Adrian Saffi, Steven J. Saftoiu, Alexandra Salazar, Humberto Saleh, Ahmed Greus, Francisco Salesa Salina, Gaetano Gomez, Jose Sanabria Sánchez, Federico Sanchez-Lucas, Patricia Santos, Edivaldo Moura Santos, Eva Sarazin, Fred Sarkar, Biswaijt Sarmento, Raul Sarmiento-Cano, Christian Sato, Ricardo Scarso, Carlos Schauer, Markus Scherini, Viviana Schieler, Harald Schmidt, David Scholten, Olaf Schoorlemmer, Harm Schovánek, Petr Schröder, Frank G. Schulz, Alexander Schulz, Johannes Schumacher, Johannes Sciutto, Sergio Segreto, Alberto Settimo, Mariangela Shadkam, Amir Shellard, Ronald C. Sigl, Guenter Sima, Octavian Śmiałkowski, Andrzej Šmída, Radomir Snow, Gregory Sommers, Paul Sonntag, Sebastian Sorokin, J. Squartini, Ruben Srivastava, Yogendra N. Stanca, Denis Stanič, Samo Stapleton, James Stasielak, Jaroslaw Stephan, Maurice Stutz, Anne Suarez, Federico Durán, Mauricio Suarez Suomijärvi, Tiina Supanitsky, A. Daniel Sutherland, Michael Swain, John Szadkowski, Zbigniew Taborda, Oscar Alejandro Tapia, Alex Tepe, Andreas Theodoro, Vanessa Menezes Tibolla, Omar Timmermans, Charles Peixoto, Carlos J. Todero Toma, Gabriel Tomankova, Lenka Tomé, Bernardo Tonachini, Aurelio Elipe, Guillermo Torralba Machado, Diego Torres Travnicek, Petr Trini, Marta Ulrich, Ralf Unger, Michael Urban, Martin Galicia, Jose F. Valdés Valiño, Ines Valore, Laura van Aar, Guus van Bodegom, Patrick Berg, Ad M. van den van Velzen, Sjoert van Vliet, Arjen Varela, Enrique Cárdenas, Bernardo Vargas Varner, Gary Vasquez, Rafael Vázquez, Jose R. Vázquez, Ricardo Veberič, Darko Verzi, Valerio Vicha, Jakub Videla, Mariela Villaseñor, Luis Vlcek, Brian Vorobiov, Serguei Wahlberg, Hernan Wainberg, Oscar Walz, David Watson, Alan Weber, Marc Weidenhaupt, Klaus Weindl, Andreas Welling, Christoph Werner, Felix Widom, Allan Wiencke, Lawrence Wilczyński, Henryk Winchen, Tobias Wittkowski, David Wundheiler, Brian Wykes, Sarka Yang, Lili Yapici, Tolga Yushkov, Alexey Zas, Enrique Zavrtanik, Danilo Zavrtanik, Marko Zepeda, Arnulfo Zimmermann, Benedikt Ziolkowski, Michael Zuccarello, Francesca
Publication Year :
2015
Abstract
The Auger Engineering Radio Array (AERA) is part of the Pierre Auger Observatory and is used to detect the radio emission of cosmic-ray air showers. These observations are compared to the data of the surface detector stations of the Observatory, which provide well-calibrated information on the cosmic-ray energies and arrival directions. The response of the radio stations in the 30 to 80 MHz regime has been thoroughly calibrated to enable the reconstruction of the incoming electric field. For the latter, the energy deposit per area is determined from the radio pulses at each observer position and is interpolated using a two-dimensional function that takes into account signal asymmetries due to interference between the geomagnetic and charge-excess emission components. The spatial integral over the signal distribution gives a direct measurement of the energy transferred from the primary cosmic ray into radio emission in the AERA frequency range. We measure 15.8 MeV of radiation energy for a 1 EeV air shower arriving perpendicularly to the geomagnetic field. This radiation energy -- corrected for geometrical effects -- is used as a cosmic-ray energy estimator. Performing an absolute energy calibration against the surface-detector information, we observe that this radio-energy estimator scales quadratically with the cosmic-ray energy as expected for coherent emission. We find an energy resolution of the radio reconstruction of 22% for the data set and 17% for a high-quality subset containing only events with at least five radio stations with signal.<br />Comment: Replaced with published version. Added journal reference and DOI