Reconstructing air shower parameters with MGMR3D

P. Mitra, O. Scholten, T. N. G. Trinh, S. Buitink, J. Bhavani, A. Corstanje, M. Desmet, H. Falcke, B. M. Hare, J. R. Hörandel, T. Huege, N. Karastathis, G. K. Krampah, K. Mulrey, A. Nelles, H. Pandya, S. Thoudam, K. D. de Vries, and S. ter Veen
Phys. Rev. D 108, 083041 – Published 27 October 2023

Abstract

Measuring the radio emission from cosmic-ray particle cascades has proven to be a very efficient method to determine their properties such as the mass composition. Efficient modeling of the radio emission from air showers is crucial in order to extract the cosmic-ray physics parameters from the measured radio emission. MGMR3D is a fast semianalytic code that calculates the complete radio footprint, i.e., intensity, polarization, and pulse shapes, for a parametrized shower-current density and can be used in a chi-square optimization to fit a given radio data. It is many orders of magnitude faster than its Monte Carlo counterparts. We provide a detailed comparative study of MGMR3D to Monte Carlo simulations, where, with improved parametrizations, the shower maximum Xmax is found to have very strong agreement with a small dependency on the incoming zenith angle of the shower. Another interesting feature we observe with MGMR3D is sensitivity to the shape of the longitudinal profile in addition to Xmax. This is achieved by probing the distinguishable radio footprint produced by a shower having a different longitudinal profile than usual. Furthermore, for the first time, we show the results of reconstructing shower parameters for Low-Frequency Array data using MGMR3D, and obtaining a Xmax resolution of 22g/cm2 and energy resolution of 19%.

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  • Received 4 May 2023
  • Accepted 29 September 2023

DOI:https://doi.org/10.1103/PhysRevD.108.083041

© 2023 American Physical Society

Physics Subject Headings (PhySH)

Gravitation, Cosmology & AstrophysicsParticles & Fields

Authors & Affiliations

P. Mitra1,2,*, O. Scholten3,4,†, T. N. G. Trinh5, S. Buitink2,6, J. Bhavani7, A. Corstanje2,6, M. Desmet2, H. Falcke6,8, B. M. Hare3,4, J. R. Hörandel6,4, T. Huege9,2, N. Karastathis9, G. K. Krampah2, K. Mulrey6,4, A. Nelles10,11, H. Pandya2, S. Thoudam7, K. D. de Vries4, and S. ter Veen12

  • 1University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland
  • 2Astrophysical Institute, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
  • 3Kapteyn Institute, University of Groningen, Landleven 12, 9747 AD Groningen, The Netherlands
  • 4Vrije Universiteit Brussel, Dienst ELEM, Brussels, Belgium, 1050 Brussels, Belgium
  • 5Physics Education Department, School of Education, Can Tho University, Campus II, 3/2 Street, Ninh Kieu District, Can Tho City 94000, Vietnam
  • 6Department of Astrophysics/IMAPP, Radboud University Nijmegen, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
  • 7Khalifa University, P.O. Box 127788, Abu Dhabi, United Arab Emirates
  • 8Nikhef, Science Park 105, 1098 XG Amsterdam, The Netherlands
  • 9Institut für Astroteilchenphysik, KIT, P.O. Box 3640, 76021, Karlsruhe, Germany
  • 10Deutsches Elektronen-Synchrotron DESY, Platanenallee 6, 15738 Zeuthen, Germany
  • 11Erlangen Center for Astroparticle Physics (ECAP), Friedrich-Alexander-Universität Erlangen-Nürnberg, Nikolaus-Fiebiger-Straße 2, 91058 Erlangen, Germany
  • 12Netherlands Institute for Radio Astronomy (ASTRON), Oude Hoogeveensedijk 4, 7991 PD Dwingeloo, The Netherlands

  • *pmitra@fuw.edu.pl
  • o.scholten@rug.nl

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Issue

Vol. 108, Iss. 8 — 15 October 2023

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