Photometric redshifts for the next generation of deep radio continuum surveys - I. template fitting

Kenneth J. Duncan, Michael J.I. Brown, Wendy L. Williams, Philip N. Best, Veronique Buat, Denis Burgarella, Matt J. Jarvis, Katarzyna Malek, S. J. Oliver, Huub J.A. Röttgering, Daniel J.B. Smith

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18 Citations (Scopus)

Abstract

We present a study of photometric redshift performance for galaxies and active galactic nuclei detected in deep radio continuum surveys. Using two multiwavelength data sets, over the NOAO Deep Wide Field Survey Boötes and COSMOS fields, we assess photometric redshift (photo-z) performance for a sample of ~4500 radio continuum sources with spectroscopic redshifts relative to those of ~63 000 non-radio-detected sources in the same fields. We investigate the performance of three photometric redshift template sets as a function of redshift, radio luminosity and infrared/X-ray properties.We find that no single template library is able to provide the best performance across all subsets of the radio-detected population, with variation in the optimum template set both between subsets and between fields. Through a hierarchical Bayesian combination of the photo-z estimates from all three template sets, we are able to produce a consensus photo-z estimate that equals or improves upon the performance of any individual template set.

Original languageEnglish
Pages (from-to)2655-2672
Number of pages18
JournalMonthly Notices of the Royal Astronomical Society: Letters
Volume473
Issue number2
DOIs
Publication statusPublished - 1 Jan 2018

Keywords

  • Galaxies: active
  • Galaxies: distances and redshifts
  • Radio continuum: galaxies

Cite this

Duncan, K. J., Brown, M. J. I., Williams, W. L., Best, P. N., Buat, V., Burgarella, D., Jarvis, M. J., Malek, K., Oliver, S. J., Röttgering, H. J. A., & Smith, D. J. B. (2018). Photometric redshifts for the next generation of deep radio continuum surveys - I. template fitting. Monthly Notices of the Royal Astronomical Society: Letters, 473(2), 2655-2672. https://doi.org/10.1093/mnras/stx2536