QSO redshift estimates from optical, near-infrared and ultraviolet colours
arXiv:1907.13240 · doi:10.1051/0004-6361/201936179
Abstract
A simple estimate of the photometric redshift would prove invaluable to forthcoming continuum surveys on the next generation of large radio telescopes, as well as mitigating the existing bias towards the most optically bright sources. While there is a well known correlation between the near-infrared K-band magnitude and redshift for galaxies, we find the K-z relation to break down for samples dominated by quasi-stellar objects (QSOs). We hypothesise that this is due to the additional contribution to the near-infrared flux by the active galactic nucleus (AGN), and, as such, the K-band magnitude can only provide a lower limit to the redshift in the case of active galactic nuclei, which will dominate the radio surveys. From a large optical dataset, we find a tight relationship between the rest-frame (U-K)/(W2-FUV) colour ratio and spectroscopic redshift over a sample of 17,000 sources, spanning z ~ 0.1 - 5. Using the observed-frame ratios of (U K)/(W2-FUV) for redshifts of z > 1, (I-W2)/(W3-U) for 1 < z < 3 and (I-W2.5)/(W4-R) for z > 3, where W2.5 is the 8.0 micron magnitude and the appropriate redshift ranges are estimated from the W2 (4.5 micron) magnitude, we find this to be a robust photometric redshift estimator for quasars. We suggest that the rest-frame U-K colour traces the excess flux from the AGN over this wide range of redshifts, although the W2-FUV colour is required to break the degeneracy.
arXiv commentAccepted by A&A
References in corpus (30)
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- The Eleventh and Twelfth Data Releases of the Sloan Digital Sky Survey: Final Data from SDSS-III
- EMU: Evolutionary Map of the Universe
- Near-infrared imaging and the K-z relation for radio galaxies in the 7C Redshift Survey
- The JHU-SDSS metal absorption line catalog: redshift evolution and properties of Mg II absorbers
- The Parkes Half-Jansky Flat-Spectrum Sample
- Extragalactic Peaked-Spectrum Radio Sources at Low Frequencies
- HerMES: Far-infrared properties of known AGN in the HerMES fields
- Optical and Near-IR Imaging of Ultra Steep Spectrum Radio Sources - The K-z diagram of radio and optically selected galaxies
- Photometric Redshifts of Quasars
- Redshifted Neutral Hydrogen 21cm Absorption toward Red Quasars
- Robust Machine Learning Applied to Astronomical Datasets III: Probabilistic Photometric Redshifts for Galaxies and Quasars in the SDSS and GALEX
- An Empirical Algorithm for Broad-band Photometric Redshifts of Quasars from the Sloan Digital Sky Survey
- A Combined EIS-NVSS Survey Of Radio Sources (CENSORS) III: Spectroscopic observations
- Discovery of HI gas in a young radio galaxy at using the Australian Square Kilometre Array Pathfinder
- A survey for redshifted molecular and atomic absorption lines - II. Associated HI, OH and millimetre lines in the z >~ 3 Parkes quarter-Jansky flat-spectrum sample
- A survey for redshifted molecular and atomic absorption lines I
- The large area KX quasar catalogue: I. Analysis of the photometric redshift selection and the complete quasar catalogue
- The Large Area Radio Galaxy Evolution Spectroscopic Survey (LARGESS): Survey design, data catalogue and GAMA/WiggleZ spectroscopy
- Illuminating the past 8 billion years of cold gas towards two gravitationally lensed quasars
- Complete ionisation of the neutral gas: why there are so few detections of 21-cm hydrogen in high redshift radio galaxies and quasars
- A survey for the missing hydrogen in high redshift radio sources
- Effect of asymmetry of the radio source distribution on the apparent proper motion kinematic analysis
- A comparative study of intervening and associated HI 21-cm absorption profiles in redshifted galaxies
- Complete identification of the Parkes half-Jansky sample of GHz peaked spectrum radio galaxies
- Finding New High-Redshift Quasars by Asking the Neighbours
- Ionisation of the atomic gas in redshifted radio sources
- A survey for HI in the distant Universe: the detection of associated 21-cm absorption at z=1.28
- Tracing the neutral gas environments of young radio AGN with ASKAP
- The mid-infrared properties and gas content of active galaxies over large look-back times
Cited by in corpus (7)
- Improving Damped Random Walk parameters for SDSS Stripe 82 Quasars with Pan-STARRS1
- QSO photometric redshifts using machine learning and neural networks
- QSO photometric redshifts from SDSS, WISE and GALEX colours
- Intervening or associated? Machine learning classification of redshifted H I 21-cm absorption
- Quasar photometric redshifts from incomplete data using Deep Learning
- On the scarcity of redshifted OH and millimetre-band molecular absorption
- Redshifts of radio sources in the Million Quasars Catalogue from machine learning