Radio-loudness statistics of quasars from Quaia-VLASS

Abstract: Quasars are objects of high interest for applications in extragalactic astrophysics, cosmology, and astrometry. One of their useful qualities is owed to their relativistic jets: they can be radio-loud. However, the fraction of radio-loud vs. radio-quiet quasars is subject to ongoing investigations, where the statistical power is limited by the low number of known quasars with radio counterparts. In this analysis, we revisited the radio-loudness statistics of quasars by significantly expanding the pool of known sources. Our main goal was to create a new, value-added catalogue of quasars with information about their extinction-corrected magnitudes, radio flux density, possible contamination levels, and other data flags, besides their sky coordinates and photometric redshifts. We cross-matched the optical Quaia catalogue of about 1.3 million quasars (selected from the Gaia data set) with 1.9 million sources from the Very Large Array Sky Survey (VLASS) radio catalogue. We explored different thresholds for the matching radius, balancing the completeness and purity of the resulting Quaia-VLASS catalogue, and found that 1.5 arc seconds is a sufficient choice. Our main finding is that the radio-loud fraction of quasars is in good agreement with previous works (< 10%), and there is no significant large-scale pattern in radio-loudness across the sky. The exact estimate depends on the G-band magnitude limit, and we observed some weak trends with redshift and absolute optical magnitude, possibly indicating remnant systematic effects in our data sets. The cross-matched Quaia-VLASS catalogue with 43,650 sources is available to the public for future analyses. This latest census of QSOs with radio counterparts will facilitate further investigations of the dichotomy of radio-loud and radio-quiet quasars, and it may also support other lines of investigations using quasars in cosmology and astrophysics.