Cross-match between the latest Swift-BAT and Fermi-LAT catalogs
Naomi Tsuji, Hiroki Yoneda, Yoshiyuki Inoue, Tsuguo Aramaki, Georgia, Karagiorgi, Reshmi Mukherjee, and Hirokazu Odaka

TL;DR
This study cross-matched the latest Swift-BAT and Fermi-LAT catalogs, identifying 132 point-like sources and revealing their characteristics, which enhances understanding of sources in the intermediate energy gamma-ray domain.
Contribution
It provides the first comprehensive cross-match between the latest hard X-ray and GeV gamma-ray catalogs, highlighting source populations and their properties.
Findings
132 sources matched, including ~5% false matches
Matched sources are mainly blazars, pulsars, and radio galaxies
Matched sources show higher flux and variability than original catalogs
Abstract
We report the results of a cross-match study between the hard X-ray and GeV gamma-ray catalogs, by making use of the latest 105-month Swift-BAT and 10-yr Fermi-LAT catalogs, respectively. The spatial cross-matching between the two catalogs results in the matching of 132 point-like sources, including ~5% of false-match sources. Additionally, 24 sources that have been identified as the same identifications are matched. Among the 75 extended sources in the Fermi-LAT catalog, 31 sources have spatial coincidences with at least one Swift-BAT source inside their extent. All the matched sources consist of blazars (>60%), pulsars and pulsar wind nebulae (~13%), radio galaxies (~7%), binaries (~5%), and others. Compared to the original catalogs, the matched sources are characterized by a double-peaked photon index distribution, higher flux, and larger gamma-ray variability index. This difference…
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