Characterization of the atmospheric muon flux in IceCube

Muons produced in atmospheric cosmic ray showers account for the by far dominant part of the event yield in large-volume underground particle detectors. The IceCube detector, with an instrumented volume of about a cubic kilometer, has the potential to conduct unique investigations on atmospheric muo...

Ամբողջական նկարագրություն

Մատենագիտական մանրամասներ
Հիմնական հեղինակներ: Aartsen, M, Abraham, K, Ackermann, M, Adams, J, Aguilar, J, Ahlers, M, Ahrens, M, Altmann, D, Anderson, T, Archinger, M, Argüelles, C, Arlen, T, Auffenberg, J, Bai, X, Barwick, S, Baum, V, Bay, R, Beatty, J, Becker Tjus, J, Becker, K, Beiser, E, BenZvi, S, Berghaus, P, Berley, D, Bernardini, E, Bernhard, A, Besson, D, Binder, G, Bindig, D, Bissok, M, Blaufuss, E, Blumenthal, J, Boersma, D, Bohm, C, Börner, M, Bos, F, Bose, D, Böser, S, Botner, O, Braun, J, Brayeur, L, Bretz, H, Brown, A, Buzinsky, N, Casey, J, Casier, M, Cheung, E, Chirkin, D, Christov, A, Christy, B, Clark, K, Classen, L, Coenders, S, Cowen, D, Cruz Silva, A, Daughhetee, J, Davis, J, Day, M, de André, J, De Clercq, C, Dembinski, H, De Ridder, S, Desiati, P, de Vries, K, de Wasseige, G, de With, M, DeYoung, T, Díaz-Vélez, J, Dumm, J, Dunkman, M, Eagan, R, Eberhardt, B, Ehrhardt, T, Eichmann, B, Euler, S, Evenson, P, Fadiran, O, Fahey, S, Fazely, A, Fedynitch, A, Feintzeig, J, Felde, J, Filimonov, K, Finley, C, Fischer-Wasels, T, Flis, S, Fuchs, T, Glagla, M, Gaisser, T, Gaior, R, Gallagher, J, Gerhardt, L, Ghorbani, K, Gier, D, Gladstone, L, Glüsenkamp, T, Goldschmidt, A, Golup, G, Gonzalez, J, Góra, D, Grant, D, Gretskov, P, Groh, J, Groß, A, Ha, C, Haack, C, Haj Ismail, A, Hallgren, A, Halzen, F, Hansmann, B, Hanson, K, Hebecker, D, Heereman, D, Helbing, K, Hellauer, R, Hellwig, D, Hickford, S, Hignight, J, Hill, G, Hoffman, K, Hoffmann, R, Holzapfel, K, Homeier, A, Hoshina, K, Huang, F, Huber, M, Huelsnitz, W, Hulth, P, Hultqvist, K, In, S, Ishihara, A, Jacobi, E, Japaridze, G, Jero, K, Jurkovic, M, Kaminsky, B, Kappes, A, Karg, T, Karle, A, Kauer, M, Keivani, A, Kelley, J, Kemp, J, Kheirandish, A, Kiryluk, J, Kläs, J, Klein, S, Kohnen, G, Koirala, R, Kolanoski, H, Konietz, R, Koob, A, Köpke, L, Kopper, C, Kopper, S, Koskinen, D, Kowalski, M, Krings, K, Kroll, G, Kroll, M, Kunnen, J, Kurahashi, N, Kuwabara, T, Labare, M, Lanfranchi, J, Larson, M, Lesiak-Bzdak, M, Leuermann, M, Leuner, J, Lünemann, J, Madsen, J, Maggi, G, Mahn, K, Maruyama, R, Mase, K, Matis, H, Maunu, R, McNally, F, Meagher, K, Medici, M, Meli, A, Menne, T, Merino, G, Meures, T, Miarecki, S, Middell, E, Middlemas, E, Miller, J, Mohrmann, L, Montaruli, T, Morse, R, Nahnhauer, R, Naumann, U, Niederhausen, H, Nowicki, S, Nygren, D, Obertacke, A, Olivas, A, Omairat, A, O’Murchadha, A, Palczewski, T, Pandya, H, Paul, L, Pepper, J, Pérez de los Heros, C, Pfendner, C, Pieloth, D, Pinat, E, Posselt, J, Price, P, Przybylski, G, Pütz, J, Quinnan, M, Rädel, L, Rameez, M, Rawlins, K, Redl, P, Reimann, R, Relich, M, Resconi, E, Rhode, W, Richman, M, Richter, S, Riedel, B, Robertson, S, Rongen, M, Rott, C, Ruhe, T, Ryckbosch, D, Saba, S, Sabbatini, L, Sander, H, Sandrock, A, Sandroos, J, Sarkar, S, Schatto, K, Scheriau, F, Schimp, M, Schmidt, T, Schmitz, M, Schoenen, S, Schöneberg, S, Schönwald, A, Schukraft, A, Schulte, L, Seckel, D, Seunarine, S, Shanidze, R, Smith, M, Soldin, D, Spiczak, G, Spiering, C, Stahlberg, M, Stamatikos, M, Stanev, T, Stanisha, N, Stasik, A, Stezelberger, T, Stokstad, R, Stößl, A, Strahler, E, Ström, R, Strotjohann, N, Sullivan, G, Sutherland, M, Taavola, H, Taboada, I, Ter-Antonyan, S, Terliuk, A, Tešić, G, Tilav, S, Toale, P, Tobin, M, Tosi, D, Tselengidou, M, Turcati, A, Unger, E, Usner, M, Vallecorsa, S, van Eijndhoven, N, Vandenbroucke, J, van Santen, J, Vanheule, S, Veenkamp, J, Vehring, M, Voge, M, Vraeghe, M, Walck, C, Wallraff, M, Wandkowsky, N, Weaver, C, Wendt, C, Westerhoff, S, Whelan, B, Whitehorn, N, Wichary, C, Wiebe, K, Wiebusch, C, Wille, L, Williams, D, Wissing, H, Wolf, M, Wood, T, Woschnagg, K, Xu, D, Xu, X, Xu, Y, Yáñez, J, Yodh, G, Yoshida, S, Zarzhitsky, P, Zoll, M
Ձևաչափ: Journal article
Հրապարակվել է: Elsevier 2016
_version_ 1826306186686758912
author Aartsen, M
Abraham, K
Ackermann, M
Adams, J
Aguilar, J
Ahlers, M
Ahrens, M
Altmann, D
Anderson, T
Archinger, M
Argüelles, C
Arlen, T
Auffenberg, J
Bai, X
Barwick, S
Baum, V
Bay, R
Beatty, J
Becker Tjus, J
Becker, K
Beiser, E
BenZvi, S
Berghaus, P
Berley, D
Bernardini, E
Bernhard, A
Besson, D
Binder, G
Bindig, D
Bissok, M
Blaufuss, E
Blumenthal, J
Boersma, D
Bohm, C
Börner, M
Bos, F
Bose, D
Böser, S
Botner, O
Braun, J
Brayeur, L
Bretz, H
Brown, A
Buzinsky, N
Casey, J
Casier, M
Cheung, E
Chirkin, D
Christov, A
Christy, B
Clark, K
Classen, L
Coenders, S
Cowen, D
Cruz Silva, A
Daughhetee, J
Davis, J
Day, M
de André, J
De Clercq, C
Dembinski, H
De Ridder, S
Desiati, P
de Vries, K
de Wasseige, G
de With, M
DeYoung, T
Díaz-Vélez, J
Dumm, J
Dunkman, M
Eagan, R
Eberhardt, B
Ehrhardt, T
Eichmann, B
Euler, S
Evenson, P
Fadiran, O
Fahey, S
Fazely, A
Fedynitch, A
Feintzeig, J
Felde, J
Filimonov, K
Finley, C
Fischer-Wasels, T
Flis, S
Fuchs, T
Glagla, M
Gaisser, T
Gaior, R
Gallagher, J
Gerhardt, L
Ghorbani, K
Gier, D
Gladstone, L
Glüsenkamp, T
Goldschmidt, A
Golup, G
Gonzalez, J
Góra, D
Grant, D
Gretskov, P
Groh, J
Groß, A
Ha, C
Haack, C
Haj Ismail, A
Hallgren, A
Halzen, F
Hansmann, B
Hanson, K
Hebecker, D
Heereman, D
Helbing, K
Hellauer, R
Hellwig, D
Hickford, S
Hignight, J
Hill, G
Hoffman, K
Hoffmann, R
Holzapfel, K
Homeier, A
Hoshina, K
Huang, F
Huber, M
Huelsnitz, W
Hulth, P
Hultqvist, K
In, S
Ishihara, A
Jacobi, E
Japaridze, G
Jero, K
Jurkovic, M
Kaminsky, B
Kappes, A
Karg, T
Karle, A
Kauer, M
Keivani, A
Kelley, J
Kemp, J
Kheirandish, A
Kiryluk, J
Kläs, J
Klein, S
Kohnen, G
Koirala, R
Kolanoski, H
Konietz, R
Koob, A
Köpke, L
Kopper, C
Kopper, S
Koskinen, D
Kowalski, M
Krings, K
Kroll, G
Kroll, M
Kunnen, J
Kurahashi, N
Kuwabara, T
Labare, M
Lanfranchi, J
Larson, M
Lesiak-Bzdak, M
Leuermann, M
Leuner, J
Lünemann, J
Madsen, J
Maggi, G
Mahn, K
Maruyama, R
Mase, K
Matis, H
Maunu, R
McNally, F
Meagher, K
Medici, M
Meli, A
Menne, T
Merino, G
Meures, T
Miarecki, S
Middell, E
Middlemas, E
Miller, J
Mohrmann, L
Montaruli, T
Morse, R
Nahnhauer, R
Naumann, U
Niederhausen, H
Nowicki, S
Nygren, D
Obertacke, A
Olivas, A
Omairat, A
O’Murchadha, A
Palczewski, T
Pandya, H
Paul, L
Pepper, J
Pérez de los Heros, C
Pfendner, C
Pieloth, D
Pinat, E
Posselt, J
Price, P
Przybylski, G
Pütz, J
Quinnan, M
Rädel, L
Rameez, M
Rawlins, K
Redl, P
Reimann, R
Relich, M
Resconi, E
Rhode, W
Richman, M
Richter, S
Riedel, B
Robertson, S
Rongen, M
Rott, C
Ruhe, T
Ryckbosch, D
Saba, S
Sabbatini, L
Sander, H
Sandrock, A
Sandroos, J
Sarkar, S
Schatto, K
Scheriau, F
Schimp, M
Schmidt, T
Schmitz, M
Schoenen, S
Schöneberg, S
Schönwald, A
Schukraft, A
Schulte, L
Seckel, D
Seunarine, S
Shanidze, R
Smith, M
Soldin, D
Spiczak, G
Spiering, C
Stahlberg, M
Stamatikos, M
Stanev, T
Stanisha, N
Stasik, A
Stezelberger, T
Stokstad, R
Stößl, A
Strahler, E
Ström, R
Strotjohann, N
Sullivan, G
Sutherland, M
Taavola, H
Taboada, I
Ter-Antonyan, S
Terliuk, A
Tešić, G
Tilav, S
Toale, P
Tobin, M
Tosi, D
Tselengidou, M
Turcati, A
Unger, E
Usner, M
Vallecorsa, S
van Eijndhoven, N
Vandenbroucke, J
van Santen, J
Vanheule, S
Veenkamp, J
Vehring, M
Voge, M
Vraeghe, M
Walck, C
Wallraff, M
Wandkowsky, N
Weaver, C
Wendt, C
Westerhoff, S
Whelan, B
Whitehorn, N
Wichary, C
Wiebe, K
Wiebusch, C
Wille, L
Williams, D
Wissing, H
Wolf, M
Wood, T
Woschnagg, K
Xu, D
Xu, X
Xu, Y
Yáñez, J
Yodh, G
Yoshida, S
Zarzhitsky, P
Zoll, M
author_facet Aartsen, M
Abraham, K
Ackermann, M
Adams, J
Aguilar, J
Ahlers, M
Ahrens, M
Altmann, D
Anderson, T
Archinger, M
Argüelles, C
Arlen, T
Auffenberg, J
Bai, X
Barwick, S
Baum, V
Bay, R
Beatty, J
Becker Tjus, J
Becker, K
Beiser, E
BenZvi, S
Berghaus, P
Berley, D
Bernardini, E
Bernhard, A
Besson, D
Binder, G
Bindig, D
Bissok, M
Blaufuss, E
Blumenthal, J
Boersma, D
Bohm, C
Börner, M
Bos, F
Bose, D
Böser, S
Botner, O
Braun, J
Brayeur, L
Bretz, H
Brown, A
Buzinsky, N
Casey, J
Casier, M
Cheung, E
Chirkin, D
Christov, A
Christy, B
Clark, K
Classen, L
Coenders, S
Cowen, D
Cruz Silva, A
Daughhetee, J
Davis, J
Day, M
de André, J
De Clercq, C
Dembinski, H
De Ridder, S
Desiati, P
de Vries, K
de Wasseige, G
de With, M
DeYoung, T
Díaz-Vélez, J
Dumm, J
Dunkman, M
Eagan, R
Eberhardt, B
Ehrhardt, T
Eichmann, B
Euler, S
Evenson, P
Fadiran, O
Fahey, S
Fazely, A
Fedynitch, A
Feintzeig, J
Felde, J
Filimonov, K
Finley, C
Fischer-Wasels, T
Flis, S
Fuchs, T
Glagla, M
Gaisser, T
Gaior, R
Gallagher, J
Gerhardt, L
Ghorbani, K
Gier, D
Gladstone, L
Glüsenkamp, T
Goldschmidt, A
Golup, G
Gonzalez, J
Góra, D
Grant, D
Gretskov, P
Groh, J
Groß, A
Ha, C
Haack, C
Haj Ismail, A
Hallgren, A
Halzen, F
Hansmann, B
Hanson, K
Hebecker, D
Heereman, D
Helbing, K
Hellauer, R
Hellwig, D
Hickford, S
Hignight, J
Hill, G
Hoffman, K
Hoffmann, R
Holzapfel, K
Homeier, A
Hoshina, K
Huang, F
Huber, M
Huelsnitz, W
Hulth, P
Hultqvist, K
In, S
Ishihara, A
Jacobi, E
Japaridze, G
Jero, K
Jurkovic, M
Kaminsky, B
Kappes, A
Karg, T
Karle, A
Kauer, M
Keivani, A
Kelley, J
Kemp, J
Kheirandish, A
Kiryluk, J
Kläs, J
Klein, S
Kohnen, G
Koirala, R
Kolanoski, H
Konietz, R
Koob, A
Köpke, L
Kopper, C
Kopper, S
Koskinen, D
Kowalski, M
Krings, K
Kroll, G
Kroll, M
Kunnen, J
Kurahashi, N
Kuwabara, T
Labare, M
Lanfranchi, J
Larson, M
Lesiak-Bzdak, M
Leuermann, M
Leuner, J
Lünemann, J
Madsen, J
Maggi, G
Mahn, K
Maruyama, R
Mase, K
Matis, H
Maunu, R
McNally, F
Meagher, K
Medici, M
Meli, A
Menne, T
Merino, G
Meures, T
Miarecki, S
Middell, E
Middlemas, E
Miller, J
Mohrmann, L
Montaruli, T
Morse, R
Nahnhauer, R
Naumann, U
Niederhausen, H
Nowicki, S
Nygren, D
Obertacke, A
Olivas, A
Omairat, A
O’Murchadha, A
Palczewski, T
Pandya, H
Paul, L
Pepper, J
Pérez de los Heros, C
Pfendner, C
Pieloth, D
Pinat, E
Posselt, J
Price, P
Przybylski, G
Pütz, J
Quinnan, M
Rädel, L
Rameez, M
Rawlins, K
Redl, P
Reimann, R
Relich, M
Resconi, E
Rhode, W
Richman, M
Richter, S
Riedel, B
Robertson, S
Rongen, M
Rott, C
Ruhe, T
Ryckbosch, D
Saba, S
Sabbatini, L
Sander, H
Sandrock, A
Sandroos, J
Sarkar, S
Schatto, K
Scheriau, F
Schimp, M
Schmidt, T
Schmitz, M
Schoenen, S
Schöneberg, S
Schönwald, A
Schukraft, A
Schulte, L
Seckel, D
Seunarine, S
Shanidze, R
Smith, M
Soldin, D
Spiczak, G
Spiering, C
Stahlberg, M
Stamatikos, M
Stanev, T
Stanisha, N
Stasik, A
Stezelberger, T
Stokstad, R
Stößl, A
Strahler, E
Ström, R
Strotjohann, N
Sullivan, G
Sutherland, M
Taavola, H
Taboada, I
Ter-Antonyan, S
Terliuk, A
Tešić, G
Tilav, S
Toale, P
Tobin, M
Tosi, D
Tselengidou, M
Turcati, A
Unger, E
Usner, M
Vallecorsa, S
van Eijndhoven, N
Vandenbroucke, J
van Santen, J
Vanheule, S
Veenkamp, J
Vehring, M
Voge, M
Vraeghe, M
Walck, C
Wallraff, M
Wandkowsky, N
Weaver, C
Wendt, C
Westerhoff, S
Whelan, B
Whitehorn, N
Wichary, C
Wiebe, K
Wiebusch, C
Wille, L
Williams, D
Wissing, H
Wolf, M
Wood, T
Woschnagg, K
Xu, D
Xu, X
Xu, Y
Yáñez, J
Yodh, G
Yoshida, S
Zarzhitsky, P
Zoll, M
author_sort Aartsen, M
collection OXFORD
description Muons produced in atmospheric cosmic ray showers account for the by far dominant part of the event yield in large-volume underground particle detectors. The IceCube detector, with an instrumented volume of about a cubic kilometer, has the potential to conduct unique investigations on atmospheric muons by exploiting the large collection area and the possibility to track particles over a long distance. Through detailed reconstruction of energy deposition along the tracks, the characteristics of muon bundles can be quantified, and individual particles of exceptionally high energy identified. The data can then be used to constrain the cosmic ray primary flux and the contribution to atmospheric lepton fluxes from prompt decays of short-lived hadrons. In this paper, techniques for the extraction of physical measurements from atmospheric muon events are described and first results are presented. The multiplicity spectrum of TeV muons in cosmic ray air showers for primaries in the energy range from the knee to the ankle is derived and found to be consistent with recent results from surface detectors. The single muon energy spectrum is determined up to PeV energies and shows a clear indication for the emergence of a distinct spectral component from prompt decays of short-lived hadrons. The magnitude of the prompt flux, which should include a substantial contribution from light vector meson di-muon decays, is consistent with current theoretical predictions. The variety of measurements and high event statistics can also be exploited for the evaluation of systematic effects. In the course of this study, internal inconsistencies in the zenith angle distribution of events were found which indicate the presence of an unexplained effect outside the currently applied range of detector systematics. The underlying cause could be related to the hadronic interaction models used to describe muon production in air showers.
first_indexed 2024-03-07T06:43:45Z
format Journal article
id oxford-uuid:fa2ec1f8-8ec6-44ac-83c9-f7e0136a59af
institution University of Oxford
last_indexed 2024-03-07T06:43:45Z
publishDate 2016
publisher Elsevier
record_format dspace
spelling oxford-uuid:fa2ec1f8-8ec6-44ac-83c9-f7e0136a59af2022-03-27T13:05:02ZCharacterization of the atmospheric muon flux in IceCubeJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:fa2ec1f8-8ec6-44ac-83c9-f7e0136a59afSymplectic Elements at OxfordElsevier2016Aartsen, MAbraham, KAckermann, MAdams, JAguilar, JAhlers, MAhrens, MAltmann, DAnderson, TArchinger, MArgüelles, CArlen, TAuffenberg, JBai, XBarwick, SBaum, VBay, RBeatty, JBecker Tjus, JBecker, KBeiser, EBenZvi, SBerghaus, PBerley, DBernardini, EBernhard, ABesson, DBinder, GBindig, DBissok, MBlaufuss, EBlumenthal, JBoersma, DBohm, CBörner, MBos, FBose, DBöser, SBotner, OBraun, JBrayeur, LBretz, HBrown, ABuzinsky, NCasey, JCasier, MCheung, EChirkin, DChristov, AChristy, BClark, KClassen, LCoenders, SCowen, DCruz Silva, ADaughhetee, JDavis, JDay, Mde André, JDe Clercq, CDembinski, HDe Ridder, SDesiati, Pde Vries, Kde Wasseige, Gde With, MDeYoung, TDíaz-Vélez, JDumm, JDunkman, MEagan, REberhardt, BEhrhardt, TEichmann, BEuler, SEvenson, PFadiran, OFahey, SFazely, AFedynitch, AFeintzeig, JFelde, JFilimonov, KFinley, CFischer-Wasels, TFlis, SFuchs, TGlagla, MGaisser, TGaior, RGallagher, JGerhardt, LGhorbani, KGier, DGladstone, LGlüsenkamp, TGoldschmidt, AGolup, GGonzalez, JGóra, DGrant, DGretskov, PGroh, JGroß, AHa, CHaack, CHaj Ismail, AHallgren, AHalzen, FHansmann, BHanson, KHebecker, DHeereman, DHelbing, KHellauer, RHellwig, DHickford, SHignight, JHill, GHoffman, KHoffmann, RHolzapfel, KHomeier, AHoshina, KHuang, FHuber, MHuelsnitz, WHulth, PHultqvist, KIn, SIshihara, AJacobi, EJaparidze, GJero, KJurkovic, MKaminsky, BKappes, AKarg, TKarle, AKauer, MKeivani, AKelley, JKemp, JKheirandish, AKiryluk, JKläs, JKlein, SKohnen, GKoirala, RKolanoski, HKonietz, RKoob, AKöpke, LKopper, CKopper, SKoskinen, DKowalski, MKrings, KKroll, GKroll, MKunnen, JKurahashi, NKuwabara, TLabare, MLanfranchi, JLarson, MLesiak-Bzdak, MLeuermann, MLeuner, JLünemann, JMadsen, JMaggi, GMahn, KMaruyama, RMase, KMatis, HMaunu, RMcNally, FMeagher, KMedici, MMeli, AMenne, TMerino, GMeures, TMiarecki, SMiddell, EMiddlemas, EMiller, JMohrmann, LMontaruli, TMorse, RNahnhauer, RNaumann, UNiederhausen, HNowicki, SNygren, DObertacke, AOlivas, AOmairat, AO’Murchadha, APalczewski, TPandya, HPaul, LPepper, JPérez de los Heros, CPfendner, CPieloth, DPinat, EPosselt, JPrice, PPrzybylski, GPütz, JQuinnan, MRädel, LRameez, MRawlins, KRedl, PReimann, RRelich, MResconi, ERhode, WRichman, MRichter, SRiedel, BRobertson, SRongen, MRott, CRuhe, TRyckbosch, DSaba, SSabbatini, LSander, HSandrock, ASandroos, JSarkar, SSchatto, KScheriau, FSchimp, MSchmidt, TSchmitz, MSchoenen, SSchöneberg, SSchönwald, ASchukraft, ASchulte, LSeckel, DSeunarine, SShanidze, RSmith, MSoldin, DSpiczak, GSpiering, CStahlberg, MStamatikos, MStanev, TStanisha, NStasik, AStezelberger, TStokstad, RStößl, AStrahler, EStröm, RStrotjohann, NSullivan, GSutherland, MTaavola, HTaboada, ITer-Antonyan, STerliuk, ATešić, GTilav, SToale, PTobin, MTosi, DTselengidou, MTurcati, AUnger, EUsner, MVallecorsa, Svan Eijndhoven, NVandenbroucke, Jvan Santen, JVanheule, SVeenkamp, JVehring, MVoge, MVraeghe, MWalck, CWallraff, MWandkowsky, NWeaver, CWendt, CWesterhoff, SWhelan, BWhitehorn, NWichary, CWiebe, KWiebusch, CWille, LWilliams, DWissing, HWolf, MWood, TWoschnagg, KXu, DXu, XXu, YYáñez, JYodh, GYoshida, SZarzhitsky, PZoll, MMuons produced in atmospheric cosmic ray showers account for the by far dominant part of the event yield in large-volume underground particle detectors. The IceCube detector, with an instrumented volume of about a cubic kilometer, has the potential to conduct unique investigations on atmospheric muons by exploiting the large collection area and the possibility to track particles over a long distance. Through detailed reconstruction of energy deposition along the tracks, the characteristics of muon bundles can be quantified, and individual particles of exceptionally high energy identified. The data can then be used to constrain the cosmic ray primary flux and the contribution to atmospheric lepton fluxes from prompt decays of short-lived hadrons. In this paper, techniques for the extraction of physical measurements from atmospheric muon events are described and first results are presented. The multiplicity spectrum of TeV muons in cosmic ray air showers for primaries in the energy range from the knee to the ankle is derived and found to be consistent with recent results from surface detectors. The single muon energy spectrum is determined up to PeV energies and shows a clear indication for the emergence of a distinct spectral component from prompt decays of short-lived hadrons. The magnitude of the prompt flux, which should include a substantial contribution from light vector meson di-muon decays, is consistent with current theoretical predictions. The variety of measurements and high event statistics can also be exploited for the evaluation of systematic effects. In the course of this study, internal inconsistencies in the zenith angle distribution of events were found which indicate the presence of an unexplained effect outside the currently applied range of detector systematics. The underlying cause could be related to the hadronic interaction models used to describe muon production in air showers.
spellingShingle Aartsen, M
Abraham, K
Ackermann, M
Adams, J
Aguilar, J
Ahlers, M
Ahrens, M
Altmann, D
Anderson, T
Archinger, M
Argüelles, C
Arlen, T
Auffenberg, J
Bai, X
Barwick, S
Baum, V
Bay, R
Beatty, J
Becker Tjus, J
Becker, K
Beiser, E
BenZvi, S
Berghaus, P
Berley, D
Bernardini, E
Bernhard, A
Besson, D
Binder, G
Bindig, D
Bissok, M
Blaufuss, E
Blumenthal, J
Boersma, D
Bohm, C
Börner, M
Bos, F
Bose, D
Böser, S
Botner, O
Braun, J
Brayeur, L
Bretz, H
Brown, A
Buzinsky, N
Casey, J
Casier, M
Cheung, E
Chirkin, D
Christov, A
Christy, B
Clark, K
Classen, L
Coenders, S
Cowen, D
Cruz Silva, A
Daughhetee, J
Davis, J
Day, M
de André, J
De Clercq, C
Dembinski, H
De Ridder, S
Desiati, P
de Vries, K
de Wasseige, G
de With, M
DeYoung, T
Díaz-Vélez, J
Dumm, J
Dunkman, M
Eagan, R
Eberhardt, B
Ehrhardt, T
Eichmann, B
Euler, S
Evenson, P
Fadiran, O
Fahey, S
Fazely, A
Fedynitch, A
Feintzeig, J
Felde, J
Filimonov, K
Finley, C
Fischer-Wasels, T
Flis, S
Fuchs, T
Glagla, M
Gaisser, T
Gaior, R
Gallagher, J
Gerhardt, L
Ghorbani, K
Gier, D
Gladstone, L
Glüsenkamp, T
Goldschmidt, A
Golup, G
Gonzalez, J
Góra, D
Grant, D
Gretskov, P
Groh, J
Groß, A
Ha, C
Haack, C
Haj Ismail, A
Hallgren, A
Halzen, F
Hansmann, B
Hanson, K
Hebecker, D
Heereman, D
Helbing, K
Hellauer, R
Hellwig, D
Hickford, S
Hignight, J
Hill, G
Hoffman, K
Hoffmann, R
Holzapfel, K
Homeier, A
Hoshina, K
Huang, F
Huber, M
Huelsnitz, W
Hulth, P
Hultqvist, K
In, S
Ishihara, A
Jacobi, E
Japaridze, G
Jero, K
Jurkovic, M
Kaminsky, B
Kappes, A
Karg, T
Karle, A
Kauer, M
Keivani, A
Kelley, J
Kemp, J
Kheirandish, A
Kiryluk, J
Kläs, J
Klein, S
Kohnen, G
Koirala, R
Kolanoski, H
Konietz, R
Koob, A
Köpke, L
Kopper, C
Kopper, S
Koskinen, D
Kowalski, M
Krings, K
Kroll, G
Kroll, M
Kunnen, J
Kurahashi, N
Kuwabara, T
Labare, M
Lanfranchi, J
Larson, M
Lesiak-Bzdak, M
Leuermann, M
Leuner, J
Lünemann, J
Madsen, J
Maggi, G
Mahn, K
Maruyama, R
Mase, K
Matis, H
Maunu, R
McNally, F
Meagher, K
Medici, M
Meli, A
Menne, T
Merino, G
Meures, T
Miarecki, S
Middell, E
Middlemas, E
Miller, J
Mohrmann, L
Montaruli, T
Morse, R
Nahnhauer, R
Naumann, U
Niederhausen, H
Nowicki, S
Nygren, D
Obertacke, A
Olivas, A
Omairat, A
O’Murchadha, A
Palczewski, T
Pandya, H
Paul, L
Pepper, J
Pérez de los Heros, C
Pfendner, C
Pieloth, D
Pinat, E
Posselt, J
Price, P
Przybylski, G
Pütz, J
Quinnan, M
Rädel, L
Rameez, M
Rawlins, K
Redl, P
Reimann, R
Relich, M
Resconi, E
Rhode, W
Richman, M
Richter, S
Riedel, B
Robertson, S
Rongen, M
Rott, C
Ruhe, T
Ryckbosch, D
Saba, S
Sabbatini, L
Sander, H
Sandrock, A
Sandroos, J
Sarkar, S
Schatto, K
Scheriau, F
Schimp, M
Schmidt, T
Schmitz, M
Schoenen, S
Schöneberg, S
Schönwald, A
Schukraft, A
Schulte, L
Seckel, D
Seunarine, S
Shanidze, R
Smith, M
Soldin, D
Spiczak, G
Spiering, C
Stahlberg, M
Stamatikos, M
Stanev, T
Stanisha, N
Stasik, A
Stezelberger, T
Stokstad, R
Stößl, A
Strahler, E
Ström, R
Strotjohann, N
Sullivan, G
Sutherland, M
Taavola, H
Taboada, I
Ter-Antonyan, S
Terliuk, A
Tešić, G
Tilav, S
Toale, P
Tobin, M
Tosi, D
Tselengidou, M
Turcati, A
Unger, E
Usner, M
Vallecorsa, S
van Eijndhoven, N
Vandenbroucke, J
van Santen, J
Vanheule, S
Veenkamp, J
Vehring, M
Voge, M
Vraeghe, M
Walck, C
Wallraff, M
Wandkowsky, N
Weaver, C
Wendt, C
Westerhoff, S
Whelan, B
Whitehorn, N
Wichary, C
Wiebe, K
Wiebusch, C
Wille, L
Williams, D
Wissing, H
Wolf, M
Wood, T
Woschnagg, K
Xu, D
Xu, X
Xu, Y
Yáñez, J
Yodh, G
Yoshida, S
Zarzhitsky, P
Zoll, M
Characterization of the atmospheric muon flux in IceCube
title Characterization of the atmospheric muon flux in IceCube
title_full Characterization of the atmospheric muon flux in IceCube
title_fullStr Characterization of the atmospheric muon flux in IceCube
title_full_unstemmed Characterization of the atmospheric muon flux in IceCube
title_short Characterization of the atmospheric muon flux in IceCube
title_sort characterization of the atmospheric muon flux in icecube
work_keys_str_mv AT aartsenm characterizationoftheatmosphericmuonfluxinicecube
AT abrahamk characterizationoftheatmosphericmuonfluxinicecube
AT ackermannm characterizationoftheatmosphericmuonfluxinicecube
AT adamsj characterizationoftheatmosphericmuonfluxinicecube
AT aguilarj characterizationoftheatmosphericmuonfluxinicecube
AT ahlersm characterizationoftheatmosphericmuonfluxinicecube
AT ahrensm characterizationoftheatmosphericmuonfluxinicecube
AT altmannd characterizationoftheatmosphericmuonfluxinicecube
AT andersont characterizationoftheatmosphericmuonfluxinicecube
AT archingerm characterizationoftheatmosphericmuonfluxinicecube
AT arguellesc characterizationoftheatmosphericmuonfluxinicecube
AT arlent characterizationoftheatmosphericmuonfluxinicecube
AT auffenbergj characterizationoftheatmosphericmuonfluxinicecube
AT baix characterizationoftheatmosphericmuonfluxinicecube
AT barwicks characterizationoftheatmosphericmuonfluxinicecube
AT baumv characterizationoftheatmosphericmuonfluxinicecube
AT bayr characterizationoftheatmosphericmuonfluxinicecube
AT beattyj characterizationoftheatmosphericmuonfluxinicecube
AT beckertjusj characterizationoftheatmosphericmuonfluxinicecube
AT beckerk characterizationoftheatmosphericmuonfluxinicecube
AT beisere characterizationoftheatmosphericmuonfluxinicecube
AT benzvis characterizationoftheatmosphericmuonfluxinicecube
AT berghausp characterizationoftheatmosphericmuonfluxinicecube
AT berleyd characterizationoftheatmosphericmuonfluxinicecube
AT bernardinie characterizationoftheatmosphericmuonfluxinicecube
AT bernharda characterizationoftheatmosphericmuonfluxinicecube
AT bessond characterizationoftheatmosphericmuonfluxinicecube
AT binderg characterizationoftheatmosphericmuonfluxinicecube
AT bindigd characterizationoftheatmosphericmuonfluxinicecube
AT bissokm characterizationoftheatmosphericmuonfluxinicecube
AT blaufusse characterizationoftheatmosphericmuonfluxinicecube
AT blumenthalj characterizationoftheatmosphericmuonfluxinicecube
AT boersmad characterizationoftheatmosphericmuonfluxinicecube
AT bohmc characterizationoftheatmosphericmuonfluxinicecube
AT bornerm characterizationoftheatmosphericmuonfluxinicecube
AT bosf characterizationoftheatmosphericmuonfluxinicecube
AT bosed characterizationoftheatmosphericmuonfluxinicecube
AT bosers characterizationoftheatmosphericmuonfluxinicecube
AT botnero characterizationoftheatmosphericmuonfluxinicecube
AT braunj characterizationoftheatmosphericmuonfluxinicecube
AT brayeurl characterizationoftheatmosphericmuonfluxinicecube
AT bretzh characterizationoftheatmosphericmuonfluxinicecube
AT browna characterizationoftheatmosphericmuonfluxinicecube
AT buzinskyn characterizationoftheatmosphericmuonfluxinicecube
AT caseyj characterizationoftheatmosphericmuonfluxinicecube
AT casierm characterizationoftheatmosphericmuonfluxinicecube
AT cheunge characterizationoftheatmosphericmuonfluxinicecube
AT chirkind characterizationoftheatmosphericmuonfluxinicecube
AT christova characterizationoftheatmosphericmuonfluxinicecube
AT christyb characterizationoftheatmosphericmuonfluxinicecube
AT clarkk characterizationoftheatmosphericmuonfluxinicecube
AT classenl characterizationoftheatmosphericmuonfluxinicecube
AT coenderss characterizationoftheatmosphericmuonfluxinicecube
AT cowend characterizationoftheatmosphericmuonfluxinicecube
AT cruzsilvaa characterizationoftheatmosphericmuonfluxinicecube
AT daughheteej characterizationoftheatmosphericmuonfluxinicecube
AT davisj characterizationoftheatmosphericmuonfluxinicecube
AT daym characterizationoftheatmosphericmuonfluxinicecube
AT deandrej characterizationoftheatmosphericmuonfluxinicecube
AT declercqc characterizationoftheatmosphericmuonfluxinicecube
AT dembinskih characterizationoftheatmosphericmuonfluxinicecube
AT deridders characterizationoftheatmosphericmuonfluxinicecube
AT desiatip characterizationoftheatmosphericmuonfluxinicecube
AT devriesk characterizationoftheatmosphericmuonfluxinicecube
AT dewasseigeg characterizationoftheatmosphericmuonfluxinicecube
AT dewithm characterizationoftheatmosphericmuonfluxinicecube
AT deyoungt characterizationoftheatmosphericmuonfluxinicecube
AT diazvelezj characterizationoftheatmosphericmuonfluxinicecube
AT dummj characterizationoftheatmosphericmuonfluxinicecube
AT dunkmanm characterizationoftheatmosphericmuonfluxinicecube
AT eaganr characterizationoftheatmosphericmuonfluxinicecube
AT eberhardtb characterizationoftheatmosphericmuonfluxinicecube
AT ehrhardtt characterizationoftheatmosphericmuonfluxinicecube
AT eichmannb characterizationoftheatmosphericmuonfluxinicecube
AT eulers characterizationoftheatmosphericmuonfluxinicecube
AT evensonp characterizationoftheatmosphericmuonfluxinicecube
AT fadirano characterizationoftheatmosphericmuonfluxinicecube
AT faheys characterizationoftheatmosphericmuonfluxinicecube
AT fazelya characterizationoftheatmosphericmuonfluxinicecube
AT fedynitcha characterizationoftheatmosphericmuonfluxinicecube
AT feintzeigj characterizationoftheatmosphericmuonfluxinicecube
AT feldej characterizationoftheatmosphericmuonfluxinicecube
AT filimonovk characterizationoftheatmosphericmuonfluxinicecube
AT finleyc characterizationoftheatmosphericmuonfluxinicecube
AT fischerwaselst characterizationoftheatmosphericmuonfluxinicecube
AT fliss characterizationoftheatmosphericmuonfluxinicecube
AT fuchst characterizationoftheatmosphericmuonfluxinicecube
AT glaglam characterizationoftheatmosphericmuonfluxinicecube
AT gaissert characterizationoftheatmosphericmuonfluxinicecube
AT gaiorr characterizationoftheatmosphericmuonfluxinicecube
AT gallagherj characterizationoftheatmosphericmuonfluxinicecube
AT gerhardtl characterizationoftheatmosphericmuonfluxinicecube
AT ghorbanik characterizationoftheatmosphericmuonfluxinicecube
AT gierd characterizationoftheatmosphericmuonfluxinicecube
AT gladstonel characterizationoftheatmosphericmuonfluxinicecube
AT glusenkampt characterizationoftheatmosphericmuonfluxinicecube
AT goldschmidta characterizationoftheatmosphericmuonfluxinicecube
AT golupg characterizationoftheatmosphericmuonfluxinicecube
AT gonzalezj characterizationoftheatmosphericmuonfluxinicecube
AT gorad characterizationoftheatmosphericmuonfluxinicecube
AT grantd characterizationoftheatmosphericmuonfluxinicecube
AT gretskovp characterizationoftheatmosphericmuonfluxinicecube
AT grohj characterizationoftheatmosphericmuonfluxinicecube
AT großa characterizationoftheatmosphericmuonfluxinicecube
AT hac characterizationoftheatmosphericmuonfluxinicecube
AT haackc characterizationoftheatmosphericmuonfluxinicecube
AT hajismaila characterizationoftheatmosphericmuonfluxinicecube
AT hallgrena characterizationoftheatmosphericmuonfluxinicecube
AT halzenf characterizationoftheatmosphericmuonfluxinicecube
AT hansmannb characterizationoftheatmosphericmuonfluxinicecube
AT hansonk characterizationoftheatmosphericmuonfluxinicecube
AT hebeckerd characterizationoftheatmosphericmuonfluxinicecube
AT heeremand characterizationoftheatmosphericmuonfluxinicecube
AT helbingk characterizationoftheatmosphericmuonfluxinicecube
AT hellauerr characterizationoftheatmosphericmuonfluxinicecube
AT hellwigd characterizationoftheatmosphericmuonfluxinicecube
AT hickfords characterizationoftheatmosphericmuonfluxinicecube
AT hignightj characterizationoftheatmosphericmuonfluxinicecube
AT hillg characterizationoftheatmosphericmuonfluxinicecube
AT hoffmank characterizationoftheatmosphericmuonfluxinicecube
AT hoffmannr characterizationoftheatmosphericmuonfluxinicecube
AT holzapfelk characterizationoftheatmosphericmuonfluxinicecube
AT homeiera characterizationoftheatmosphericmuonfluxinicecube
AT hoshinak characterizationoftheatmosphericmuonfluxinicecube
AT huangf characterizationoftheatmosphericmuonfluxinicecube
AT huberm characterizationoftheatmosphericmuonfluxinicecube
AT huelsnitzw characterizationoftheatmosphericmuonfluxinicecube
AT hulthp characterizationoftheatmosphericmuonfluxinicecube
AT hultqvistk characterizationoftheatmosphericmuonfluxinicecube
AT ins characterizationoftheatmosphericmuonfluxinicecube
AT ishiharaa characterizationoftheatmosphericmuonfluxinicecube
AT jacobie characterizationoftheatmosphericmuonfluxinicecube
AT japaridzeg characterizationoftheatmosphericmuonfluxinicecube
AT jerok characterizationoftheatmosphericmuonfluxinicecube
AT jurkovicm characterizationoftheatmosphericmuonfluxinicecube
AT kaminskyb characterizationoftheatmosphericmuonfluxinicecube
AT kappesa characterizationoftheatmosphericmuonfluxinicecube
AT kargt characterizationoftheatmosphericmuonfluxinicecube
AT karlea characterizationoftheatmosphericmuonfluxinicecube
AT kauerm characterizationoftheatmosphericmuonfluxinicecube
AT keivania characterizationoftheatmosphericmuonfluxinicecube
AT kelleyj characterizationoftheatmosphericmuonfluxinicecube
AT kempj characterizationoftheatmosphericmuonfluxinicecube
AT kheirandisha characterizationoftheatmosphericmuonfluxinicecube
AT kirylukj characterizationoftheatmosphericmuonfluxinicecube
AT klasj characterizationoftheatmosphericmuonfluxinicecube
AT kleins characterizationoftheatmosphericmuonfluxinicecube
AT kohneng characterizationoftheatmosphericmuonfluxinicecube
AT koiralar characterizationoftheatmosphericmuonfluxinicecube
AT kolanoskih characterizationoftheatmosphericmuonfluxinicecube
AT konietzr characterizationoftheatmosphericmuonfluxinicecube
AT kooba characterizationoftheatmosphericmuonfluxinicecube
AT kopkel characterizationoftheatmosphericmuonfluxinicecube
AT kopperc characterizationoftheatmosphericmuonfluxinicecube
AT koppers characterizationoftheatmosphericmuonfluxinicecube
AT koskinend characterizationoftheatmosphericmuonfluxinicecube
AT kowalskim characterizationoftheatmosphericmuonfluxinicecube
AT kringsk characterizationoftheatmosphericmuonfluxinicecube
AT krollg characterizationoftheatmosphericmuonfluxinicecube
AT krollm characterizationoftheatmosphericmuonfluxinicecube
AT kunnenj characterizationoftheatmosphericmuonfluxinicecube
AT kurahashin characterizationoftheatmosphericmuonfluxinicecube
AT kuwabarat characterizationoftheatmosphericmuonfluxinicecube
AT labarem characterizationoftheatmosphericmuonfluxinicecube
AT lanfranchij characterizationoftheatmosphericmuonfluxinicecube
AT larsonm characterizationoftheatmosphericmuonfluxinicecube
AT lesiakbzdakm characterizationoftheatmosphericmuonfluxinicecube
AT leuermannm characterizationoftheatmosphericmuonfluxinicecube
AT leunerj characterizationoftheatmosphericmuonfluxinicecube
AT lunemannj characterizationoftheatmosphericmuonfluxinicecube
AT madsenj characterizationoftheatmosphericmuonfluxinicecube
AT maggig characterizationoftheatmosphericmuonfluxinicecube
AT mahnk characterizationoftheatmosphericmuonfluxinicecube
AT maruyamar characterizationoftheatmosphericmuonfluxinicecube
AT masek characterizationoftheatmosphericmuonfluxinicecube
AT matish characterizationoftheatmosphericmuonfluxinicecube
AT maunur characterizationoftheatmosphericmuonfluxinicecube
AT mcnallyf characterizationoftheatmosphericmuonfluxinicecube
AT meagherk characterizationoftheatmosphericmuonfluxinicecube
AT medicim characterizationoftheatmosphericmuonfluxinicecube
AT melia characterizationoftheatmosphericmuonfluxinicecube
AT mennet characterizationoftheatmosphericmuonfluxinicecube
AT merinog characterizationoftheatmosphericmuonfluxinicecube
AT meurest characterizationoftheatmosphericmuonfluxinicecube
AT miareckis characterizationoftheatmosphericmuonfluxinicecube
AT middelle characterizationoftheatmosphericmuonfluxinicecube
AT middlemase characterizationoftheatmosphericmuonfluxinicecube
AT millerj characterizationoftheatmosphericmuonfluxinicecube
AT mohrmannl characterizationoftheatmosphericmuonfluxinicecube
AT montarulit characterizationoftheatmosphericmuonfluxinicecube
AT morser characterizationoftheatmosphericmuonfluxinicecube
AT nahnhauerr characterizationoftheatmosphericmuonfluxinicecube
AT naumannu characterizationoftheatmosphericmuonfluxinicecube
AT niederhausenh characterizationoftheatmosphericmuonfluxinicecube
AT nowickis characterizationoftheatmosphericmuonfluxinicecube
AT nygrend characterizationoftheatmosphericmuonfluxinicecube
AT obertackea characterizationoftheatmosphericmuonfluxinicecube
AT olivasa characterizationoftheatmosphericmuonfluxinicecube
AT omairata characterizationoftheatmosphericmuonfluxinicecube
AT omurchadhaa characterizationoftheatmosphericmuonfluxinicecube
AT palczewskit characterizationoftheatmosphericmuonfluxinicecube
AT pandyah characterizationoftheatmosphericmuonfluxinicecube
AT paull characterizationoftheatmosphericmuonfluxinicecube
AT pepperj characterizationoftheatmosphericmuonfluxinicecube
AT perezdelosherosc characterizationoftheatmosphericmuonfluxinicecube
AT pfendnerc characterizationoftheatmosphericmuonfluxinicecube
AT pielothd characterizationoftheatmosphericmuonfluxinicecube
AT pinate characterizationoftheatmosphericmuonfluxinicecube
AT posseltj characterizationoftheatmosphericmuonfluxinicecube
AT pricep characterizationoftheatmosphericmuonfluxinicecube
AT przybylskig characterizationoftheatmosphericmuonfluxinicecube
AT putzj characterizationoftheatmosphericmuonfluxinicecube
AT quinnanm characterizationoftheatmosphericmuonfluxinicecube
AT radell characterizationoftheatmosphericmuonfluxinicecube
AT rameezm characterizationoftheatmosphericmuonfluxinicecube
AT rawlinsk characterizationoftheatmosphericmuonfluxinicecube
AT redlp characterizationoftheatmosphericmuonfluxinicecube
AT reimannr characterizationoftheatmosphericmuonfluxinicecube
AT relichm characterizationoftheatmosphericmuonfluxinicecube
AT resconie characterizationoftheatmosphericmuonfluxinicecube
AT rhodew characterizationoftheatmosphericmuonfluxinicecube
AT richmanm characterizationoftheatmosphericmuonfluxinicecube
AT richters characterizationoftheatmosphericmuonfluxinicecube
AT riedelb characterizationoftheatmosphericmuonfluxinicecube
AT robertsons characterizationoftheatmosphericmuonfluxinicecube
AT rongenm characterizationoftheatmosphericmuonfluxinicecube
AT rottc characterizationoftheatmosphericmuonfluxinicecube
AT ruhet characterizationoftheatmosphericmuonfluxinicecube
AT ryckboschd characterizationoftheatmosphericmuonfluxinicecube
AT sabas characterizationoftheatmosphericmuonfluxinicecube
AT sabbatinil characterizationoftheatmosphericmuonfluxinicecube
AT sanderh characterizationoftheatmosphericmuonfluxinicecube
AT sandrocka characterizationoftheatmosphericmuonfluxinicecube
AT sandroosj characterizationoftheatmosphericmuonfluxinicecube
AT sarkars characterizationoftheatmosphericmuonfluxinicecube
AT schattok characterizationoftheatmosphericmuonfluxinicecube
AT scheriauf characterizationoftheatmosphericmuonfluxinicecube
AT schimpm characterizationoftheatmosphericmuonfluxinicecube
AT schmidtt characterizationoftheatmosphericmuonfluxinicecube
AT schmitzm characterizationoftheatmosphericmuonfluxinicecube
AT schoenens characterizationoftheatmosphericmuonfluxinicecube
AT schonebergs characterizationoftheatmosphericmuonfluxinicecube
AT schonwalda characterizationoftheatmosphericmuonfluxinicecube
AT schukrafta characterizationoftheatmosphericmuonfluxinicecube
AT schultel characterizationoftheatmosphericmuonfluxinicecube
AT seckeld characterizationoftheatmosphericmuonfluxinicecube
AT seunarines characterizationoftheatmosphericmuonfluxinicecube
AT shanidzer characterizationoftheatmosphericmuonfluxinicecube
AT smithm characterizationoftheatmosphericmuonfluxinicecube
AT soldind characterizationoftheatmosphericmuonfluxinicecube
AT spiczakg characterizationoftheatmosphericmuonfluxinicecube
AT spieringc characterizationoftheatmosphericmuonfluxinicecube
AT stahlbergm characterizationoftheatmosphericmuonfluxinicecube
AT stamatikosm characterizationoftheatmosphericmuonfluxinicecube
AT stanevt characterizationoftheatmosphericmuonfluxinicecube
AT stanishan characterizationoftheatmosphericmuonfluxinicecube
AT stasika characterizationoftheatmosphericmuonfluxinicecube
AT stezelbergert characterizationoftheatmosphericmuonfluxinicecube
AT stokstadr characterizationoftheatmosphericmuonfluxinicecube
AT stoßla characterizationoftheatmosphericmuonfluxinicecube
AT strahlere characterizationoftheatmosphericmuonfluxinicecube
AT stromr characterizationoftheatmosphericmuonfluxinicecube
AT strotjohannn characterizationoftheatmosphericmuonfluxinicecube
AT sullivang characterizationoftheatmosphericmuonfluxinicecube
AT sutherlandm characterizationoftheatmosphericmuonfluxinicecube
AT taavolah characterizationoftheatmosphericmuonfluxinicecube
AT taboadai characterizationoftheatmosphericmuonfluxinicecube
AT terantonyans characterizationoftheatmosphericmuonfluxinicecube
AT terliuka characterizationoftheatmosphericmuonfluxinicecube
AT tesicg characterizationoftheatmosphericmuonfluxinicecube
AT tilavs characterizationoftheatmosphericmuonfluxinicecube
AT toalep characterizationoftheatmosphericmuonfluxinicecube
AT tobinm characterizationoftheatmosphericmuonfluxinicecube
AT tosid characterizationoftheatmosphericmuonfluxinicecube
AT tselengidoum characterizationoftheatmosphericmuonfluxinicecube
AT turcatia characterizationoftheatmosphericmuonfluxinicecube
AT ungere characterizationoftheatmosphericmuonfluxinicecube
AT usnerm characterizationoftheatmosphericmuonfluxinicecube
AT vallecorsas characterizationoftheatmosphericmuonfluxinicecube
AT vaneijndhovenn characterizationoftheatmosphericmuonfluxinicecube
AT vandenbrouckej characterizationoftheatmosphericmuonfluxinicecube
AT vansantenj characterizationoftheatmosphericmuonfluxinicecube
AT vanheules characterizationoftheatmosphericmuonfluxinicecube
AT veenkampj characterizationoftheatmosphericmuonfluxinicecube
AT vehringm characterizationoftheatmosphericmuonfluxinicecube
AT vogem characterizationoftheatmosphericmuonfluxinicecube
AT vraeghem characterizationoftheatmosphericmuonfluxinicecube
AT walckc characterizationoftheatmosphericmuonfluxinicecube
AT wallraffm characterizationoftheatmosphericmuonfluxinicecube
AT wandkowskyn characterizationoftheatmosphericmuonfluxinicecube
AT weaverc characterizationoftheatmosphericmuonfluxinicecube
AT wendtc characterizationoftheatmosphericmuonfluxinicecube
AT westerhoffs characterizationoftheatmosphericmuonfluxinicecube
AT whelanb characterizationoftheatmosphericmuonfluxinicecube
AT whitehornn characterizationoftheatmosphericmuonfluxinicecube
AT wicharyc characterizationoftheatmosphericmuonfluxinicecube
AT wiebek characterizationoftheatmosphericmuonfluxinicecube
AT wiebuschc characterizationoftheatmosphericmuonfluxinicecube
AT willel characterizationoftheatmosphericmuonfluxinicecube
AT williamsd characterizationoftheatmosphericmuonfluxinicecube
AT wissingh characterizationoftheatmosphericmuonfluxinicecube
AT wolfm characterizationoftheatmosphericmuonfluxinicecube
AT woodt characterizationoftheatmosphericmuonfluxinicecube
AT woschnaggk characterizationoftheatmosphericmuonfluxinicecube
AT xud characterizationoftheatmosphericmuonfluxinicecube
AT xux characterizationoftheatmosphericmuonfluxinicecube
AT xuy characterizationoftheatmosphericmuonfluxinicecube
AT yanezj characterizationoftheatmosphericmuonfluxinicecube
AT yodhg characterizationoftheatmosphericmuonfluxinicecube
AT yoshidas characterizationoftheatmosphericmuonfluxinicecube
AT zarzhitskyp characterizationoftheatmosphericmuonfluxinicecube
AT zollm characterizationoftheatmosphericmuonfluxinicecube