First analysis of inclined air showers detected by Tunka-Rex
T. Marshalkina, P. A. Bezyazeekov, N. M. Budnev, D. Chernykh, O., Fedorov, O. A. Gress, A. Haungs, R. Hiller, T. Huege, Y. Kazarina, M., Kleifges, D. Kostunin, E. E. Korosteleva, L. A. Kuzmichev, V. Lenok, N., Lubsandorzhiev, R. R. Mirgazov, R. Monkhoev, E. Osipova

TL;DR
This paper presents the first analysis of inclined cosmic-ray air showers detected by Tunka-Rex, estimating their energies and evaluating the detector's efficiency for such events.
Contribution
It introduces the first analysis of inclined air showers by Tunka-Rex, expanding understanding of detection capabilities for high zenith angles.
Findings
Successful energy estimation of inclined events
Assessment of Tunka-Rex antenna efficiency for inclined showers
Identification of ultra-high-energy inclined events
Abstract
The Tunka Radio Extension (Tunka-Rex) is a digital antenna array for the detection of radio emission from cosmic-ray air showers in the frequency band of 30 to 80 MHz and for primary energies above 100 PeV. The standard analysis of Tunka-Rex includes events with zenith angle of up to 50. This cut is determined by the efficiency of the external trigger. However, due to the air-shower footprint increasing with zenith angle and due to the more efficient generation of radio emission (the magnetic field in the Tunka valley is almost vertical), there are a number of ultra-high-energy inclined events detected by Tunka-Rex. In this work we present a first analysis of a subset of inclined events detected by Tunka-Rex. We estimate the energies of the selected events and test the efficiency of Tunka-Rex antennas for detection of inclined air showers.
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\wocname
ARENA2018 \wocnameARENA2018 \woctitleARENA2018 \woctitle ARENA2018
11institutetext: Institute of Applied Physics ISU, Irkutsk, Russia 22institutetext: Institut fÃr Kernphysik, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany 33institutetext: Institut fÃr Prozessdatenverarbeitung und Elektronik, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany 44institutetext: Skobeltsyn Institute of Nuclear Physics MSU, Moscow, Russia 55institutetext: Institut fÃr Experimentelle Teilchenphysik, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany 66institutetext: Department of Physics and Astronomy, University of Delaware, Newark, DE, USA
First analysis of inclined air showers detected by Tunka-Rex
\firstnameT. \lastnameMarshalkina 11
\firstnameP.A. \lastnameBezyazeekov 11
\firstnameN.M. \lastnameBudnev 11
\firstnameD. \lastnameChernykh 11
\firstnameO. \lastnameFedorov 11
\firstnameO.A. \lastnameGress 11
\firstnameA. \lastnameHaungs 22
\firstnameR. \lastnameHiller\fnsep now at the University of ZÃrich22
\firstnameT. \lastnameHuege\fnsep also at Vrije Universiteit Brussel, Brussels, Belgium22
\firstnameY. \lastnameKazarina 11
\firstnameM. \lastnameKleifges 33
\firstnameD. \lastnameKostunin 22
\firstnameE.E. \lastnameKorosteleva 44
\firstnameL.A. \lastnameKuzmichev 44
\firstnameV. \lastnameLenok 22
\firstnameN. \lastnameLubsandorzhiev 44
\firstnameR.R. \lastnameMirgazov 11
\firstnameR. \lastnameMonkhoev 11
\firstnameE. \lastnameOsipova 44
\firstnameA. \lastnamePakhorukov 11
\firstnameL. \lastnamePankov 11
\firstnameV.V. \lastnameProsin 44
\firstnameF.G. \lastnameSchrÃder 55 6 6
\firstnameD. \lastnameShipilov 11
\firstnameA. \lastnameZagorodnikov 11
(Tunka-Rex Collaboration)
Abstract
The Tunka Radio Extension (Tunka-Rex) is a digital antenna array for the detection of radio emission from cosmic-ray air showers in the frequency band of 30 to 80 MHz and for primary energies above 100 PeV. The standard analysis of Tunka-Rex includes events with zenith angle of up to 50∘. This cut is determined by the efficiency of the external trigger. However, due to the air-shower footprint increasing with zenith angle and due to the more efficient generation of radio emission (the magnetic field in the Tunka valley is almost vertical), there are a number of ultra-high-energy inclined events detected by Tunka-Rex. In this work we present a first analysis of a subset of inclined events detected by Tunka-Rex. We estimate the energies of the selected events and test the efficiency of Tunka-Rex antennas for detection of inclined air showers.
1 Introduction
The Tunka Radio Extension (Tunka-Rex) is a digital antenna array aimed to detect radio emission from air-showers produced by cosmic rays with energies above 100 PeV in the frequency band of 30-80 MHz Bezyazeekov:2015rpa . Tunka-Rex requires external trigger and operates jointly with the non-imaging air-Cherenkov light detector Tunka-133 Prosin:2014dxa and the scintillator array of Tunka-Grande Budnev:2015cha .
Each Tunka-Rex antenna station consists of two perpendicular aligned Short Aperiodic Loaded Loop Antenna (SALLA) SALLA , which are designed with decreased sensitivity in lower hemisphere. This prevents detection of signals reflected from the ground and reduces systematic uncertainties. However, the sensitivity to inclined events is reduced at the same time, which shifts the threshold by about one order of magnitude to the EeV range. Moreover, the sensitivity to inclined events is suppressed by the acceptance of the trigger. This way we select few high-energy events and present a first analysis of them.
2 Event reconstruction
Tunka-Rex is triggered either by Tunka-133 (at clear, moonless nights) or by Tunka-Grande (the rest of the time). In this work we take only events triggered by Tunka-Grande, since Tunka-133 has limited field of view by design (up to zenith angles of ). The reconstruction of inclined events is similar to the standard one, described in Ref. Bezyazeekov:2015ica , except for few modifications. First of all, the signal window is extended from 200 to 500 ns due to geometry reasons: the dimensions of an inclined event are much larger than of a vertical one. Secondly, all air-shower parameters, including energy and direction are reconstructed by Tunka-Rex standalone, i.e. Tunka-Grande reconstruction is not included in this analysis.
We analyse events taken from 2015-2017 (424 runs) and set a quality cut on the number of antenna stations with signal. We obtained a subset of 52 events in total for zenith angles from to . There are three further cuts applied:
- zenith angle – with minimal number of 21 antenna stations (28 events);
- – with 16 antenna stations (19 events);
- – with 10 antenna stations (5 events).
The distribution of the events on the sky can be seen in Fig. (1). Low sensitivity to very inclined events is in agreement with the acceptance of the antenna array and the trigger. Moreover, we see a suppression of the flux from North, which can be explained by shadow from mountains with altitude of 1.5â2.5 km in 5-10 km towards North (the asymmetry caused by geomagnetic suppression is not significant for the inclined events and has opposite sign).
We estimate the energy using the following approximation obtained from the standard Tunka-Rex parametrization Kostunin:2015taa :
[TABLE]
where EeV/(V/m) is the normalization factor for vertical events, , is the average distance to shower maximum for an inclination of (i.e. inclined events), is the average distance to shower maximum for inclination of (i.e. vertical events), is the mean value of detected amplitudes. We use as estimator due to a flattening of the lateral distribution function (LDF) and smearing its features (with expected uncertainty of about 20%–50%).
The distribution of reconstructed energies is give in Fig. (2). As expected, the threshold is shifted to about eV. However, precise reconstruction with the LDF method Kostunin:2015taa is difficult due to the smeared LDF. Therefore, other methods of air shower reconstruction are required, for example, a template fit method described in Ref. Bezyazeekov:2018yjw .
3 Summary
We present first analysis of inclined air-shower events detected by Tunka-Rex, where one can see few samples in Fig. (2), right. Despite of the small number of those events we confirmed that Tunka-Rex equipped with SALLA is sensitive for this type of events. However, external circumstances can affect the number of detected inclined events, e.g., the shadow of nearby mountains or the not yet investigated influence of the ground, which has to be studied in more detail. Due to smeared LDF, standard methods of reconstruction are not efficient and have low performance. Therefore, more sophisticated methods are required for the reconstruction of very inclined events.
Acknowledgements
This work is supported by the Deutsche Forschungsgemeinschaft (DFG Grant No. SCHR 1480/1-1), Helmholtz grant HRSF-0027, the Russian Federation Ministry of Education and Science (Tunka shared core facilities, unique identifier RFMEFI59317X0005, agreements: 3.9678.2017/8.9, 3.904.2017/4.6, 3.6787.2017/7.8, 3.6790.2017/7.8), the Russian Foundation for Basic Research (grants 16-02-00738, 17-02-00905, 18-32-00460).
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1(1) P. A. Bezyazeekov et al. , Nucl. Instrum. Meth. A 802 , 89 (2015)
- 2(2) V. V. Prosin et al. , Nucl. Instrum. Meth. A 756 , 94 (2014).
- 3(3) N. M. Budnev et al. , Bull. Russ. Acad. Sci. Phys. 79 , 395 (2015) [Izv. Ross. Akad. Nauk Ser. Fiz. 79 , no.3, 430 (2015)].
- 4(4) P. Abreu et al . (Pierre Auger), JINST 7 , P 10011 (2012)
- 5(5) P. A. Bezyazeekov et al. (Tunka-Rex Collaboration), JCAP 1601 (2016)
- 6(6) D. Kostunin et al. , Astropart. Phys. 74 , 79 (2016)
- 7(7) P. A. Bezyazeekov et al. , Phys. Rev. D 97 , no.12, 122004 (2018)
