Photometric redshifts and k-corrections for the Sloan Digital Sky Survey Data Release 7

被引:36
作者
O'Mill, Ana Laura [1 ,2 ]
Duplancic, Fernanda [1 ,2 ]
Lambas, Diego Garcia [1 ,2 ]
Sodre, Laerte, Jr. [3 ]
机构
[1] Univ Nacl Cordoba, Astron Observ, Inst Astron Teor & Expt IATE, RA-5000 Cordoba, Argentina
[2] Consejo Invest Cient & Tecn CONICET, Buenos Aires, DF, Argentina
[3] Univ Sao Paulo, Dept Astron, Inst Astron Geofis & Ciencias Atmosfer, BR-05508090 Sao Paulo, Brazil
基金
美国国家航空航天局; 巴西圣保罗研究基金会; 美国国家科学基金会;
关键词
galaxies: distances and redshifts; galaxies: formation; cosmology: theory; LUMINOUS RED GALAXIES; SPECTROSCOPIC TARGET SELECTION; ARTIFICIAL NEURAL-NETWORKS; MAGNITUDES; EVOLUTION; CATALOG; SAMPLE; STAR;
D O I
10.1111/j.1365-2966.2011.18222.x
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present a catalogue of galaxy photometric redshifts and k-corrections for the Sloan Digital Sky Survey Data Release 7 (SDSS-DR7), available on the World Wide Web. The photometric redshifts were estimated with an artificial neural network using five ugriz bands, concentration indices and Petrosian radii in the g and r bands. We have explored our redshift estimates with different training sets, thus concluding that the best choice for improving redshift accuracy comprises the main galaxy sample (MGS), the luminous red galaxies and the galaxies of active galactic nuclei covering the redshift range 0 < z < 0.3. For the MGS, the photometric redshift estimates agree with the spectroscopic values within rms = 0.0227. The distribution of photometric redshifts derived in the range 0 < z(phot) < 0.6 agrees well with the model predictions. k-corrections were derived by calibration of the k-correct_v4.2 code results for the MGS with the reference-frame (z = 0.1) (g - r) colours. We adopt a linear dependence of k-corrections on redshift and (g - r) colours that provide suitable distributions of luminosity and colours for galaxies up to redshift z(phot) = 0.6 comparable to the results in the literature. Thus, our k-correction estimate procedure is a powerful, low computational time algorithm capable of reproducing suitable results that can be used for testing galaxy properties at intermediate redshifts using the large SDSS data base.
引用
收藏
页码:1395 / 1408
页数:14
相关论文
共 44 条
[1]   THE SEVENTH DATA RELEASE OF THE SLOAN DIGITAL SKY SURVEY [J].
Abazajian, Kevork N. ;
Adelman-McCarthy, Jennifer K. ;
Agueros, Marcel A. ;
Allam, Sahar S. ;
Prieto, Carlos Allende ;
An, Deokkeun ;
Anderson, Kurt S. J. ;
Anderson, Scott F. ;
Annis, James ;
Bahcall, Neta A. ;
Bailer-Jones, C. A. L. ;
Barentine, J. C. ;
Bassett, Bruce A. ;
Becker, Andrew C. ;
Beers, Timothy C. ;
Bell, Eric F. ;
Belokurov, Vasily ;
Berlind, Andreas A. ;
Berman, Eileen F. ;
Bernardi, Mariangela ;
Bickerton, Steven J. ;
Bizyaev, Dmitry ;
Blakeslee, John P. ;
Blanton, Michael R. ;
Bochanski, John J. ;
Boroski, William N. ;
Brewington, Howard J. ;
Brinchmann, Jarle ;
Brinkmann, J. ;
Brunner, Robert J. ;
Budavari, Tamas ;
Carey, Larry N. ;
Carliles, Samuel ;
Carr, Michael A. ;
Castander, Francisco J. ;
Cinabro, David ;
Connolly, A. J. ;
Csabai, Istvan ;
Cunha, Carlos E. ;
Czarapata, Paul C. ;
Davenport, James R. A. ;
de Haas, Ernst ;
Dilday, Ben ;
Doi, Mamoru ;
Eisenstein, Daniel J. ;
Evans, Michael L. ;
Evans, N. W. ;
Fan, Xiaohui ;
Friedman, Scott D. ;
Frieman, Joshua A. .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2009, 182 (02) :543-558
[2]  
Abdalla F. B., 2008, ARXIV08123831
[3]   Galaxy Zoo: reproducing galaxy morphologies via machine learning☆ [J].
Banerji, Manda ;
Lahav, Ofer ;
Lintott, Chris J. ;
Abdalla, Filipe B. ;
Schawinski, Kevin ;
Bamford, Steven P. ;
Andreescu, Dan ;
Murray, Phil ;
Raddick, M. Jordan ;
Slosar, Anze ;
Szalay, Alex ;
Thomas, Daniel ;
Vandenberg, Jan .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2010, 406 (01) :342-353
[4]   Bayesian photometric redshift estimation [J].
Benítez, N .
ASTROPHYSICAL JOURNAL, 2000, 536 (02) :571-583
[5]  
Bishop C., 1991, International Journal of Neural Systems, V2, P229, DOI 10.1142/S0129065791000212
[6]   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
[7]   Estimating fixed-frame galaxy magnitudes in the Sloan Digital Sky Survey [J].
Blanton, MR ;
Brinkmann, J ;
Csabai, I ;
Doi, M ;
Eisenstein, D ;
Fukugita, M ;
Gunn, JE ;
Hogg, DW ;
Schlegel, DJ .
ASTRONOMICAL JOURNAL, 2003, 125 (05) :2348-2360
[8]  
Bolzonella M, 2000, ASTRON ASTROPHYS, V363, P476
[9]  
Brunner R. J., 1999, BAAS, V31, P1492
[10]   Photometric redshifts from reconstructed quasar templates [J].
Budavári, T ;
Csabai, I ;
Szalay, AS ;
Connolly, AJ ;
Szokoly, GP ;
Vanden Berk, DE ;
Richards, GT ;
Weinstein, MA ;
Schneider, DP ;
Benítez, N ;
Brinkman, J ;
Brunner, R ;
Hall, PB ;
Hennessy, GS ;
Ivezic, Z ;
Kunszt, PZ ;
Munn, JA ;
Nichol, RC ;
Pier, JR ;
York, DG .
ASTRONOMICAL JOURNAL, 2001, 122 (03) :1163-1171