TY - JOUR
T1 - The application of photometric redshifts to the SDSS early data release
AU - Csabai, István
AU - Budavári, Tamás
AU - Connolly, Andrew J.
AU - Szalay, Alexander S.
AU - Gyory, Zsuzsanna
AU - Benítez, Narciso
AU - Annis, Jim
AU - Brinkmann, Jon
AU - Eisenstein, Daniel
AU - Fukugita, Masataka
AU - Gunn, Jim
AU - Kent, Stephen
AU - Lupton, Robert
AU - Nichol, Robert C.
AU - Stoughton, Chris
PY - 2003
Y1 - 2003
N2 - The Early Data Release (EDR) from the Sloan Digital Sky Survey provides one of the largest multicolor photometric catalogs currently available to the astronomical community. In this paper we present the first application of photometric redshifts to the ∼6 million extended sources in these data (with 1.8 million sources having r′< 21). Utilizing a range of photometric redshift techniques, from empirical to template and hybrid techniques, we investigate the statistical and systematic uncertainties present in the redshift estimates for the EDR data. For r′< 21, we find that the redshift estimates provide realistic redshift histograms with an rms uncertainty in the photometric redshift relation of 0.035 at r′< 18 and rising to 0.1 at r′< 21. We conclude by describing how these photometric redshifts and derived quantities, such as spectral type, rest-frame colors, and absolute magnitudes, are stored in the SDSS database. We provide sample queries for searching on photometric redshifts and list the current caveats and issues that should be understood before using these photometric redshifts in statistical analyses of the SDSS galaxies.
AB - The Early Data Release (EDR) from the Sloan Digital Sky Survey provides one of the largest multicolor photometric catalogs currently available to the astronomical community. In this paper we present the first application of photometric redshifts to the ∼6 million extended sources in these data (with 1.8 million sources having r′< 21). Utilizing a range of photometric redshift techniques, from empirical to template and hybrid techniques, we investigate the statistical and systematic uncertainties present in the redshift estimates for the EDR data. For r′< 21, we find that the redshift estimates provide realistic redshift histograms with an rms uncertainty in the photometric redshift relation of 0.035 at r′< 18 and rising to 0.1 at r′< 21. We conclude by describing how these photometric redshifts and derived quantities, such as spectral type, rest-frame colors, and absolute magnitudes, are stored in the SDSS database. We provide sample queries for searching on photometric redshifts and list the current caveats and issues that should be understood before using these photometric redshifts in statistical analyses of the SDSS galaxies.
KW - Galaxies: distances and redshifts
KW - Galaxies: photometry
KW - Methods: statistical
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U2 - 10.1086/345883
DO - 10.1086/345883
M3 - Article
AN - SCOPUS:0042843999
SN - 0004-6256
VL - 125
SP - 580
EP - 592
JO - Astronomical Journal
JF - Astronomical Journal
IS - 2 1766
ER -