The sensitivity of the redshift distribution to galaxy demographics

Philipp Sudek, Lucia F. de la Bella, Adam Amara, William G. Hartley

Research output: Contribution to journalArticlepeer-review

1 Downloads (Pure)

Abstract

Photometric redshifts are commonly used to measure the distribution of galaxies in large surveys. However, the demands of ongoing and future large-scale cosmology surveys place very stringent limits on the redshift performance that are difficult to meet. A new approach to meet this precision need is forward modelling, which is underpinned by realistic simulations. In the work presented here, we use simulations to study the sensitivity of redshift distributions to the underlying galaxy population demographics. We do this by varying the redshift evolving parameters of the Schechter function for two galaxy populations, star-forming and quenched galaxies. Each population is characterised by eight parameters. We find that the redshift distribution of shallow surveys, such as SDSS, is mainly sensitive to the parameters for quenched galaxies. However, for deeper surveys such as DES and HSC, the star-forming parameters have a stronger impact on the redshift distribution. Specifically, the slope of the characteristic magnitude, $a_\mathrm{M}$, for star-forming galaxies has overall the strongest impact on the redshift distribution. Decreasing $a_\mathrm{M}$ by 148 per cent (its given uncertainty) shifts the mean redshift by ${\sim} 45$ per cent. We explore which combination of colour and magnitude measurements are most sensitive to $a_\mathrm{M}$ and we find that each colour-magnitude pair studied is similarly affected by a modification of $a_\mathrm{M}$.
Original languageEnglish
Pages (from-to)1670–1684
JournalMonthly Notices of the Royal Astronomical Society
Volume516
Issue number2
Early online date23 Aug 2022
DOIs
Publication statusPublished - 1 Oct 2022

Keywords

  • astro-ph.CO
  • software: simulations
  • galaxies: distances and redshifts
  • galaxies: luminosity function
  • mass function

Fingerprint

Dive into the research topics of 'The sensitivity of the redshift distribution to galaxy demographics'. Together they form a unique fingerprint.

Cite this