Exploring the X-ray-radio connection for AGN via measurements of the multi-dimensional luminosity function
arXiv:2507.03085 · doi:10.1093/mnras/staf1838
Abstract
We present new methods to quantify the AGN population in terms of a multi-dimensional luminosity function that describes the space density of sources as a function of both X-ray and radio luminosity. We compile a sample of 1538 radio and X-ray detected extragalactic sources from the Boötes and COSMOS fields. First, we investigate the X-ray-radio luminosity correlation in the sample and find that an apparent correlation is introduced due to the sensitivity limits of the surveys; when considering individual redshift bins we find a wide range of radio luminosities associated with a given X-ray luminosity, and vice versa, indicating little direct connection between the emission processes. We then measure the X-ray luminosity function, radio luminosity function and multi-dimensional X-ray-radio luminosity function across redshift (). We apply luminosity thresholds in X-ray and radio to restrict our sample to those in the AGN-dominated regime and explore how the fraction of radio-selected AGN within the overall X-ray sample varies with increasing X-ray luminosity (and vice versa). We find that towards the highest X-ray and radio luminosities the fraction of sources with both an X-ray and radio detection increases towards 100%, indicating that at the highest luminosities we are more likely to obtain a detection in both bands, though the source will not necessarily be bright in both bands. Thus, the most luminous accretion events are more likely to be associated with the production of a jet, despite the distinct physical structures that produce the emission and likely persist over very different timescales.
MNRAS accepted
References in corpus (47)
- Array Programming with NumPy
- The Cosmic Evolution Survey (COSMOS) -- Overview
- The Co-Evolution of Galaxies and Supermassive Black Holes: Insights from Surveys of the Contemporary Universe
- zCOSMOS: A Large VLT/VIMOS redshift survey covering 0 < z < 3 in the COSMOS field
- The eROSITA X-ray telescope on SRG
- UltraVISTA: a new ultra-deep near-infrared survey in COSMOS
- Toward the Standard Population Synthesis Model of the X-Ray Background: Evolution of X-Ray Luminosity and Absorption Functions of Active Galactic Nuclei Including Compton-Thick Populations
- Active Galactic Nuclei: what's in a name?
- The Sloan Digital Sky Survey Quasar Catalog: Sixteenth Data Release
- COSMOS2020: A panchromatic view of the Universe to from two complementary catalogs
- The MOSFIRE Deep Evolution Field (MOSDEF) Survey: Rest-Frame Optical Spectroscopy for ~1500 H-Selected Galaxies at 1.37 < z < 3.8
- Science with ASKAP - the Australian Square Kilometre Array Pathfinder
- Radio sources in the 6dFGS: Local luminosity functions at 1.4 GHz for star-forming galaxies and radio-loud AGN
- The VIMOS Ultra-Deep Survey: ~10,000 galaxies with spectroscopic redshifts to study galaxy assembly at early epochs 2<z<~6
- The Eighteenth Data Release of the Sloan Digital Sky Surveys: Targeting and First Spectra from SDSS-V
- The LOFAR Two Meter Sky Survey: Deep Fields, I -- Direction-dependent calibration and imaging
- On the origin of radio emission in radio quiet quasars
- A new method for determining the sensitivity of X-ray imaging observations and the X-ray number counts
- The X-ray and Radio Connection in Low-luminosity Active Nuclei
- The VLA-COSMOS 3~GHz Large Project: Cosmic evolution of radio AGN and implications for radio-mode feedback since z~5
- Driving extreme variability: The evolving corona and evidence for jet launching in Markarian 335
- Magellan Spectroscopy of AGN Candidates in the COSMOS Field
- The eROSITA Final Equatorial-Depth Survey (eFEDS): Identification and characterization of the counterparts to the point-like sources
- The LOFAR Two Metre Sky Survey: Deep Fields Data Release 1 -- III. Host-galaxy identifications and value added catalogues
- X-rays across the galaxy population I: tracing the main sequence of star formation
- The FMOS-COSMOS survey of star-forming galaxies at VI: Redshift and emission-line catalog and basic properties of star-forming galaxies
- The LOFAR Two-metre Sky Survey Deep Fields Data Release 1: V. Survey description, source classifications and host galaxy properties
- The black hole fundamental plane: revisit with a larger sample of radio and X-ray emitting broad-line AGNs
- The 1.4 GHz radio properties of hard X-ray selected AGN
- A new fundamental plane for radiatively efficient black-hole sources
- MIGHTEE: the nature of the radio-loud AGN population
- Nearby galaxies in LoTSS-DR2: insights into the non-linearity of the radio-SFR relation
- A Large Population of Obscured AGN in Disguise as Low Luminosity AGN in Chandra Deep Field South
- The XMM-SERVS survey: XMM-Newton point-source catalogs for the W-CDF-S and ELAIS-S1 fields
- The Chandra Deep Wide-Field Survey: A New Chandra Legacy Survey in the Boötes Field I. X-ray Point Source Catalog, Number Counts and Multi-Wavelength Counterparts
- Unveiling the Nature of Coronae in Active Galactic Nuclei through Sub-mm Observations
- VLA imaging of the XMM-LSS / VIDEO deep field at 1-2 GHz
- The Fundamental Planes of Black Hole Activity for Radio-Loud and Radio-Quiet Quasars
- The demographics of obscured AGN from X-ray spectroscopy guided by multiwavelength information
- AGN X-ray luminosity function and absorption function in the Early Universe ()
- Nowhere to Hide: Radio-faint AGN in the GOODS-N field. II. Multi-wavelength AGN selection techniques and host galaxy properties
- Accretion properties of X-ray AGN: Evidence for radiation-regulated obscuration with redshift-dependent host galaxy contribution
- The LOFAR-eFEDS survey: The incidence of radio and X-ray AGN and the disk-jet connection
- A deep 1.4 GHz survey of the J1030 equatorial field: a new window on radio source populations across cosmic time
- Heavily Obscured AGN detection: a Radio vs X-ray challenge
- BASS XLVII: 22 GHz Radio Atlas of Swift-BAT Selected AGN
- COSMOS Spectroscopic Redshift Compilation (First Data Release): 488k Redshifts Encompassing Two Decades of Spectroscopy