Assessing the photometric redshift precision of the S-PLUS survey: the Stripe-82 as a test-case
/ Authors
A. Molino, M. Costa-Duarte, L. Sampedro, F. Herpich, L. Sodr'e, C. M. D. Oliveira, W. Schoenell, C. E. Barbosa, C. Queiroz, E. Lima
and 38 more authors
L. Azanha, N. Muñoz-Elgueta, T. Ribeiro, A. Kanaan, J. A. Hernandez-Jimenez, J. A. Hernandez-Jimenez, A. Cortesi, S. Akras, R. L. D. Oliveira, R. L. D. Oliveira, S. Torres-Flores, C. Lima-Dias, J. L. N. Castellón, G. Damke, A. Alvarez-Candal, Y. Jiménez-Teja, P. Coelho, E. Pereira, A. Montero-Dorta, N. Benı́tez, T. Gonçalves, L. Santana-Silva, S. Werner, L. A. Almeida, L. A. Almeida, P. Lopes, A. Chies-Santos, E. Telles, Thom de Souza, D. Gonçalves, R. S. Souza, M. Makler, M. L. Buzzo, V. Placco, L. Nakazono, R. Saito, R. Overzier, L. Abramo
/ Abstract
In this paper we present a thorough discussion about the photometric redshift (photo-z) performance of the Southern Photometric Local Universe Survey (S-PLUS). This survey combines a seven narrow +5 broad passband filter system, with a typical photometric-depth of r ∼ 21 AB. For this exercise, we utilize the Data Release 1 (DR1), corresponding to 336 deg2 from the Stripe-82 region. We rely on the BPZ2 code to compute our estimates, using a new library of SED models, which includes additional templates for quiescent galaxies. When compared to a spectroscopic redshift control sample of ∼100 k galaxies, we find a precision of σz <0.8 per cent, <2.0 per cent, or <3.0 per cent for galaxies with magnitudes r < 17, <19, and <21, respectively. A precision of 0.6 per cent is attained for galaxies with the highest Odds values. These estimates have a negligible bias and a fraction of catastrophic outliers inferior to 1 per cent. We identify a redshift window (i.e. 0.26 < z < 0.32) where our estimates double their precision, due to the simultaneous detection of two emission lines in two distinct narrow bands; representing a window opportunity to conduct statistical studies such as luminosity functions. We forecast a total of ∼2 M, ∼16 M and ∼32 M galaxies in the S-PLUS survey with a photo-z precision of σz <1.0 per cent, <2.0 per cent, and <2.5 per cent after observing 8000 deg2. We also derive redshift probability density functions, proving their reliability encoding redshift uncertainties and their potential recovering the n(z) of galaxies at z < 0.4, with an unprecedented precision for a photometric survey in the Southern hemisphere.
Journal: Monthly Notices of the Royal Astronomical Society