On the performance of air shower reconstruction with the SKA-Low radio telescope

The Square Kilometre Array Observatory (SKAO) is a radio telescope currently under construction in South Africa and Australia. Its low-frequency part (50-350 MHz), located in Australia, features nearly 60,000 antennas in a core region of about 1 km diameter. With such an extreme antenna density, surpassing e.g. LOFAR by two orders of magnitude, this observatory is well equipped to make the most precise radio measurements of individual air showers. A decade of experience with LOFAR serves as a foundation for a next major step in reconstruction precision. We present a simulation of the reconstruction capabilities, using CoREAS-simulated showers, a realistic model of the antennas, and of the Galactic noise background. We apply the method used at LOFAR for reconstruction the depth of shower maximum $X_{\mathrm{max}}$, measuring the energy fluence of the radio pulse in each antenna and using an ensemble of simulated showers to fit to the data. We consider the use of beamforming within this method, combining groups of nearby antennas to boost the signal-to-noise ratio. The reconstruction precision that follows is about 6 to 8 g/cm$^2$ over a primary energy range of $10^{16}$ to $10^{18}$ eV, with a minimal bias from the reconstruction process. This sets a baseline to what can be achieved, both in energy range extension downward as in reconstruction precision, from methods that haven proven robust in practice. Further significant progress is expected, as new methods are being developed that measure the longitudinal shower profile in more detail than just its $X_{\mathrm{max}}$. We also discuss expected event rates given reasonable technical limitations, relating this to suitable numbers for a mass composition analysis in narrow energy bins.

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Publication Details

Published
2025-09-23
DOI
https://doi.org/10.22323/1.501.0230
Primary Topic
Radio Astronomy Observations and Technology
Type
article
Field-Weighted Citation Impact
0.00

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On the performance of air shower reconstruction with the SKA-Low radio telescope

Saurabh Sharma, B. M. Hare, M. Desmet, P. Laub et al.
Radio Astronomy Observations and Technology
article

On the performance of air shower reconstruction with the SKA-Low radio telescope

Saurabh Sharma, B. M. Hare, M. Desmet, P. Laub, Clancy W. James, R. E. Spencer, M. Waterson, Darko Veberič, C. Sterpka, Sjoerd Bouma, T. N. G. Trinh, S. ter Veen, Leo van Dongen, A. Corstanje, Pengfei Zhang, Justin D. Bray, K. Terveer, Hao-Ning He, S. Buitink, A. Nelles, Y. Zhang, Eric Dickinson, T. A. Enßlin, T. Huege, Katharine Mulrey, Paulina Ťureková, Chao Zhang, J.R. Hörandel, H.J. Mathes, S. Saha, K. Watanabe, O. Scholten, V. de Heneau, M. Jetti
article en

Abstract

The Square Kilometre Array Observatory (SKAO) is a radio telescope currently under construction in South Africa and Australia. Its low-frequency part (50-350 MHz), located in Australia, features nearly 60,000 antennas in a core region of about 1 km diameter. With such an extreme antenna density, surpassing e.g. LOFAR by two orders of magnitude, this observatory is well equipped to make the most precise radio measurements of individual air showers. A decade of experience with LOFAR serves as a foundation for a next major step in reconstruction precision. We present a simulation of the reconstruction capabilities, using CoREAS-simulated showers, a realistic model of the antennas, and of the Galactic noise background. We apply the method used at LOFAR for reconstruction the depth of shower maximum $X_{\mathrm{max}}$, measuring the energy fluence of the radio pulse in each antenna and using an ensemble of simulated showers to fit to the data. We consider the use of beamforming within this method, combining groups of nearby antennas to boost the signal-to-noise ratio. The reconstruction precision that follows is about 6 to 8 g/cm$^2$ over a primary energy range of $10^{16}$ to $10^{18}$ eV, with a minimal bias from the reconstruction process. This sets a baseline to what can be achieved, both in energy range extension downward as in reconstruction precision, from methods that haven proven robust in practice. Further significant progress is expected, as new methods are being developed that measure the longitudinal shower profile in more detail than just its $X_{\mathrm{max}}$. We also discuss expected event rates given reasonable technical limitations, relating this to suitable numbers for a mass composition analysis in narrow energy bins.

Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung, Fonds Wetenschappelijk Onderzoek, Khalifa University of Science, Technology and Research
Openalex Percentile: Top 82%
Radio Astronomy Observations and Technology
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