Photometric redshifts in the IRAC Shallow Survey

被引:139
作者
Brodwin, M.
Brown, M. J. I.
Ashby, M. L. N.
Bian, C.
Brand, K.
Dey, A.
Eisenhardt, P. R.
Eisenstein, D. J.
Gonzalez, A. H.
Huang, J. -S.
Jannuzi, B. T.
Kochanek, C. S.
McKenzie, E.
Murray, S. S.
Pahre, M. A.
Smith, H. A.
Soifer, B. T.
Stanford, S. A.
Stern, D.
Elston, R. J.
机构
[1] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
[2] Princeton Univ, Princeton Univ Observ, Princeton, NJ 08544 USA
[3] Harvard Smithsonian Ctr Astrophys, Cambridge, MA 02138 USA
[4] CALTECH, Spitzer Sci Ctr, Pasadena, CA 91125 USA
[5] Natl Opt Astron Observ, Tucson, AZ 85719 USA
[6] Univ Arizona, Steward Observ, Tucson, AZ 85121 USA
[7] Univ Florida, Dept Astron, Gainesville, FL 32611 USA
[8] Ohio State Univ, Dept Astron, Columbus, OH 43210 USA
[9] Univ Calif Davis, Davis, CA 95616 USA
[10] Lawrence Livermore Natl Lab, Inst Geophys & Planetary Phys, Livermore, CA 94550 USA
关键词
galaxies : clusters : general; galaxies : clusters : individual (ISCS J1434.5+3427); galaxies : distances and redshifts; galaxies : evolution; galaxies : photometry; methods : statistical;
D O I
10.1086/507838
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Accurate photometric redshifts are calculated for nearly 200,000 galaxies to a 4.5 mu m flux limit of similar to 13 mu Jy in the 8.5 deg(2) Spitzer IRAC Shallow Survey. Using a hybrid photometric redshift algorithm incorporating both neural net and template-fitting techniques, calibrated with over 15,000 spectroscopic redshifts, a redshift accuracy of sigma = 0.06(1 + z) is achieved for 95% of galaxies at 0 < z < 1.5. The accuracy is sigma = 0.12(1 + z) for 95% of active galactic nuclei (AGNs) at 0 < z < 3. Redshift probability functions, central to several ongoing studies of the galaxy population, are computed for the full sample. We demonstrate that these functions accurately represent the true redshift probability density, allowing the calculation of valid confidence intervals for all objects. These probability functions have already been used to successfully identify a population of Spitzer-selected high-redshift (z > 1) galaxy clusters. We present one such spectroscopically confirmed cluster at < z > = 1.24, ISCS J1434.5+3427. Finally, we present a measurement of the 4.5 mu m-selected galaxy redshift distribution.
引用
收藏
页码:791 / 803
页数:13
相关论文
共 61 条
[11]   Star forming galaxies at z ≈ 6 and reionization [J].
Bunker, A ;
Stanway, E ;
Ellis, R ;
McMahon, R ;
Eyles, L ;
Lacy, M .
NEW ASTRONOMY REVIEWS, 2006, 50 (1-3) :94-100
[12]   The K20 survey -: IV.: The redshift distribution of Ks &gt; 20 galaxies:: A test of galaxy formation models [J].
Cimatti, A ;
Pozzetti, L ;
Mignoli, M ;
Daddi, E ;
Menci, N ;
Poli, F ;
Fontana, A ;
Renzini, A ;
Zamorani, G ;
Broadhurst, T ;
Cristiani, S ;
D'Odorico, S ;
Giallongo, E ;
Gilmozzi, R .
ASTRONOMY & ASTROPHYSICS, 2002, 391 (01) :L1-L5
[13]   COLORS AND MAGNITUDES PREDICTED FOR HIGH REDSHIFT GALAXIES [J].
COLEMAN, GD ;
WU, CC ;
WEEDMAN, DW .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 1980, 43 (03) :393-416
[14]   ANNz:: Estimating photometric redshifts using artificial neural networks [J].
Collister, AA ;
Lahav, O .
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC, 2004, 116 (818) :345-351
[15]   Slicing through multicolor space: Galaxy redshifts from broadband photometry [J].
Connolly, AJ ;
Csabai, I ;
Szalay, AS ;
Koo, DC ;
Kron, RG ;
Munn, JA .
ASTRONOMICAL JOURNAL, 1995, 110 (06) :2655-&
[16]   The evolution of the global star formation history as measured from the Hubble Deep Field [J].
Connolly, AJ ;
Szalay, AS ;
Dickinson, M ;
SubbaRao, MU ;
Brunner, RJ .
ASTROPHYSICAL JOURNAL, 1997, 486 (01) :L11-L14
[17]   The discovery of three new z &gt; 5 quasars in the AGN and Galaxy Evolution Survey [J].
Cool, Richard J. ;
Kochanek, Christopher S. ;
Eisenstein, Daniel J. ;
Stern, Daniel ;
Brand, Kate ;
Brown, Michael J. I. ;
Dey, Arjun ;
Eisenhardt, Peter R. ;
Fan, Xiaohui ;
Gonzalez, Anthony H. ;
Green, Richard F. ;
Jannuzi, Buell T. ;
McKenzie, Eric H. ;
Rieke, George H. ;
Rieke, Marcia ;
Soifer, Baruch T. ;
Spinrad, Hyron ;
Elston, Richard J. .
ASTRONOMICAL JOURNAL, 2006, 132 (02) :823-830
[18]  
Devriendt JEG, 1999, ASTRON ASTROPHYS, V350, P381
[19]   The Infrared Array Camera (IRAC) shallow survey [J].
Eisenhardt, PR ;
Stern, D ;
Brodwin, M ;
Fazio, GG ;
Rieke, GH ;
Rieke, MJ ;
Werner, MW ;
Wright, EL ;
Allen, LE ;
Arendt, RG ;
Ashby, MLN ;
Barmby, P ;
Forrest, WJ ;
Hora, JL ;
Huang, JS ;
Huchra, J ;
Pahre, MA ;
Pipher, JL ;
Reach, WT ;
Smith, HA ;
Stauffer, JR ;
Wang, Z ;
Willner, SP ;
Brown, MJI ;
Dey, A ;
Jannuzi, BT ;
Tiede, GP .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2004, 154 (01) :48-53
[20]   The flamingos extragalactic survey [J].
Elston, RJ ;
Gonzalez, AH ;
McKenzie, E ;
Brodwin, M ;
Brown, MJI ;
Cardona, G ;
Dey, A ;
Dickinson, M ;
Eisenhardt, PR ;
Jannuzi, BT ;
Lin, YT ;
Mohr, JJ ;
Raines, SN ;
Stanford, SA ;
Stern, D .
ASTROPHYSICAL JOURNAL, 2006, 639 (02) :816-826