EAZY: A FAST, PUBLIC PHOTOMETRIC REDSHIFT CODE

被引:1467
作者
Brammer, Gabriel B. [1 ]
van Dokkum, Pieter G. [1 ]
Coppi, Paolo [1 ]
机构
[1] Yale Univ, Dept Astron, New Haven, CT 06520 USA
关键词
cosmology: observations; galaxies: evolution; galaxies: formation;
D O I
10.1086/591786
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We describe a new program for determining photometric redshifts, dubbed EAZY. The program is optimized for cases where spectroscopic redshifts are not available, or are only available for a biased subset of the galaxies. The code combines features from various existing codes: it can fit linear combinations of templates, it includes optional flux- and redshift-based priors, and its user interface is modeled on the popular HYPERZ code. A novel feature is that the default template set, as well as the default functional forms of the priors, are not based on (usually highly biased) spectroscopic samples, but on semianalytical models. Furthermore, template mismatch is addressed by a novel rest-frame template error function. This function gives different wavelength regions different weights, and ensures that the formal redshift uncertainties are realistic. We introduce a redshift quality parameter, Q(z), which provides a robust estimate of the reliability of the photometric redshift estimate. Despite the fact that EAZY is not ''trained'' on spectroscopic samples, the code (with default parameters) performs very well on existing public data sets. For K-selected samples in CDF-South and other deep fields, we find a 1 sigma scatter in Delta z/(1+z) of 0.034, and we provide updated photometric redshift catalogs for the FIRES, MUSYC, and FIREWORKS surveys.
引用
收藏
页码:1503 / 1513
页数:11
相关论文
共 55 条
[1]   ESO imaging survey -: Deep public survey:: Multi-color optical data for the Chandra Deep Field South [J].
Arnouts, S ;
Vandame, B ;
Benoist, C ;
Groenewegen, MAT ;
da Costa, L ;
Schirmer, M ;
Mignani, RP ;
Slijkhuis, R ;
Hatziminaoglou, E ;
Hook, R ;
Madejsky, R ;
Rité, C ;
Wicenec, A .
ASTRONOMY & ASTROPHYSICS, 2001, 379 (02) :740-754
[2]   Low-resolution spectral templates for galaxies from 0.2 to 10 μm [J].
Assef, R. J. ;
Kochanek, C. S. ;
Brodwin, M. ;
Brown, M. J. I. ;
Caldwell, N. ;
Cool, R. J. ;
Eisenhardt, P. ;
Eisenstein, D. ;
Gonzalez, A. H. ;
Jannuzi, B. T. ;
Jones, C. ;
McKenzie, E. ;
Murray, S. S. ;
Stern, D. .
ASTROPHYSICAL JOURNAL, 2008, 676 (01) :286-303
[3]   ImPZ:: a new photometric redshift code for galaxies and quasars [J].
Babbedge, TSR ;
Rowan-Robinson, M ;
Gonzalez-Solares, E ;
Polletta, M ;
Berta, S ;
Pérez-Fournon, I ;
Oliver, S ;
Salaman, DM ;
Irwin, M ;
Weatherley, SJ .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2004, 353 (02) :654-672
[4]   Sounding the dark cosmos [J].
Bassett, B ;
Nichol, B ;
Eisenstein, DJ .
ASTRONOMY & GEOPHYSICS, 2005, 46 (05) :26-29
[5]   Bayesian photometric redshift estimation [J].
Benítez, N .
ASTROPHYSICAL JOURNAL, 2000, 536 (02) :571-583
[6]   MoMaF: the Mock Map Facility [J].
Blaizot, J ;
Wadadekar, Y ;
Guiderdoni, B ;
Colombi, ST ;
Bertin, E ;
Bouchet, FR ;
Devriendt, JEG ;
Hatton, S .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2005, 360 (01) :159-175
[7]   K-corrections and filter transformations in the ultraviolet, optical, and near-infrared [J].
Blanton, Michael R. ;
Roweis, Sam .
ASTRONOMICAL JOURNAL, 2007, 133 (02) :734-754
[8]  
Bolzonella M, 2000, ASTRON ASTROPHYS, V363, P476
[9]   Stellar population synthesis at the resolution of 2003 [J].
Bruzual, G ;
Charlot, S .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2003, 344 (04) :1000-1028
[10]   The dust content and opacity of actively star-forming galaxies [J].
Calzetti, D ;
Armus, L ;
Bohlin, RC ;
Kinney, AL ;
Koornneef, J ;
Storchi-Bergmann, T .
ASTROPHYSICAL JOURNAL, 2000, 533 (02) :682-695