English

The miniJPAS survey: the photometric redshift catalogue

Astrophysics of Galaxies 2021-10-20 v1 Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

Abstract

MiniJPAS is a ~1 deg^2 imaging survey of the AEGIS field in 60 bands, performed to demonstrate the scientific potential of the upcoming JPAS survey. Full coverage of the 3800-9100 \AA range with 54 narrow and 6 broad optical filters allow for extremely accurate photo-z, which applied over 1000s of deg^2 will enable new applications of the photo-z technique such as measurement of baryonic acoustic oscillations. In this paper we describe the method used to obtain the photo-z included in the publicly available miniJPAS catalogue, and characterise the photo-z performance. We build 100 \AA resolution photo-spectra from the PSF-corrected forced-aperture photometry. Systematic offsets in the photometry are corrected by applying magnitude shifts obtained through iterative fitting with stellar population synthesis models. We compute photo-z with a customised version of LePhare, using a set of templates optimised for the J-PAS filter-set. We analyse the accuracy of miniJPAS photo-z and their dependence on multiple quantities using a subsample of 5,266 galaxies with spectroscopic redshifts from SDSS and DEEP, that we find to be representative of the whole r<23 miniJPAS sample. Formal uncertainties for the photo-z that are calculated with the \delta\chi^2 method underestimate the actual redshift errors. The odds parameter has the stronger correlation with |Dz|, and accurately reproduces the probability of a redshift outlier (|Dz|>0.03) irrespective of the magnitude, redshift, or spectral type of the sources. We show that the two main summary statistics characterising the photo-z accuracy for a population of galaxies (snmad and \eta) can be predicted by the distribution of odds in such population, and use this to estimate them for the whole miniJPAS sample. At r<23 there are 17,500 galaxies/deg^2 with valid photo-z estimates, of which 4,200 are expected to have |Dz|<0.003 (abridged).

Keywords

Cite

@article{arxiv.2108.03271,
  title  = {The miniJPAS survey: the photometric redshift catalogue},
  author = {A. Hernán-Caballero and J. Varela and C. López-Sanjuan and D. Muniesa and T. Civera and J. Chaves-Montero and L. A. Díaz-García and J. Laur and C. Hernández-Monteagudo and R. Abramo and R. Angulo and D. Cristóbal-Hornillos and R. M. González-Delgado and N. Greisel and A. Orsi and C. Queiroz and D. Sobral and A. Tamm and E. Tempel and H. Vázquez-Ramió and J. Alcaniz and N. Benítez and S. Bonoli and S. Carneiro and J. Cenarro and R. Dupke and A. Ederoclite and A. Marín-Frach and C. Mendes de Oliveira and M. Moles and L. Sodr and K. Taylor and E. S. Cypriano},
  journal= {arXiv preprint arXiv:2108.03271},
  year   = {2021}
}

Comments

25 pages, 32 figures, 5 tables, accepted for publication in A&A