Event reconstruction techniques for the wide-angle air Cherenkov detector HiSCORE

TL;DR

This paper presents event reconstruction techniques for the wide-angle air Cherenkov detector HiSCORE, demonstrating promising angular and energy resolutions, effective gamma/hadron separation, and competitive sensitivity estimates for ultra high-energy gamma-ray observations.

Contribution

It introduces a novel event reconstruction method tailored for wide-angle Cherenkov detectors like HiSCORE, applicable to large-area, sparse detector arrays for gamma-ray astronomy.

Findings

Angular resolution of ~0.3° near threshold, improving to <0.1° at high energies.

Energy resolution of 20% at threshold, improving to 10%.

Gamma/hadron separation suppresses 80-90% of background while retaining ~60% of gamma events.

Abstract

Wide-angle, non-imaging air Cherenkov detectors provide a way to observe cosmic gamma-rays which is complementary to observations by imaging Cherenkov telescopes. Their particular strength lies in the multi-TeV to ultra high energy range (E > 30 TeV), where large effective areas, yet small light sensitive areas per detector station are needed. To exploit this potential to full extent, a large station spacing is required to achieve a large effective area at a reasonable effort. In such a detector, the low number of signals per event, the absence of imaging information, and the poor signal to noise ratio of Cherenkov light to night sky brightness pose considerable challenges for the event reconstruction, especially the gamma hadron separation. The event reconstruction presented in this paper has been developed for the wide-angle detector HiSCORE, but the concepts may be applied more generically. It is tested on simulated data in the 10 TeV to 5 PeV energy range. For the tests, a regular grid of 22 x 22 detector stations with a spacing of 150 m is assumed, covering an area of 10 km^2. The angular resolution of individual events is found to be about 0.3 degree near the energy threshold, improving to below 0.1 degree at higher energies. The relative energy resolution is 20% at the threshold and improves to 10% at higher energies. Several parameters for gamma hadron separation are described. With a combination of these parameters, 80% to 90% of the hadronic background can be suppressed, while about 60% of the gamma-ray events are retained. The point source sensitivity to gamma-ray sources is estimated, with conservative assumptions, to be about 8 x 10^(-13) erg / s / cm^2 at 100 TeV gamma-ray for a 10 km^2 array. With more optimistic assumptions, and a 100 km^2 array, a sensitivity of about 1 x 10^(-13) erg / s / cm^2 can be achieved (at 100 TeV).