Galaxy colour, morphology and environment in the Sloan Digital Sky Survey

被引:89
作者
Ball, N. M. [1 ,2 ]
Loveday, J. [3 ]
Brunner, R. J. [1 ,2 ]
机构
[1] Univ Illinois, Dept Astron, Urbana, IL 61801 USA
[2] Univ Illinois, Natl Ctr Supercomp Applicat, Champaign, IL 61820 USA
[3] Univ Sussex, Ctr Astron, Brighton BN1 9QJ, E Sussex, England
关键词
methods : data analysis; methods : statistical; galaxies : fundamental parameters; galaxies : statistics; cosmology : observations;
D O I
10.1111/j.1365-2966.2007.12627.x
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We use the Fourth Data Release of the Sloan Digital Sky Survey to investigate the relation between galaxy rest-frame u - r colour, morphology, as described by the concentration and Sersic indices, and environmental density, for a sample of 79 553 galaxies at z less than or similar to 0.1. We split the samples according to density and luminosity, and recover the expected bimodal distribution in the colour-morphology plane, shown especially clearly by this subsampling. We quantify the bimodality by a sum of two Gaussians on the colour and morphology axes, and show that, for the red-/early-type population both colour and morphology do not change significantly as a function of density. For the blue-/late-type population, with increasing density the colour becomes redder but the morphology again does not change significantly. Both populations become monotonically redder and of earlier type with increasing luminosity. There is no significant qualitative difference between the behaviour of the two morphological measures. Motivated by their long-standing use in astronomy and their ability to utilize information not necessarily used by the concentration and Sersic indices, we supplement the morphological sample with 13 655 galaxies assigned Hubble types by an artificial neural network. We find, however, that the resulting distribution is less well described by two Gaussians. Therefore, there are either more than two significant morphological populations, physical processes not seen in colour space, or the Hubble type, particularly the different subtypes of spirals Sa-Sd, has an irreducible fuzziness when related to environmental density. For each of the three measures of morphology, on removing the density relation due to it, we recover a strong residual relation in colour. However, on similarly removing the colour-density relation there is no evidence for a residual relation due to morphology. Therefore, either the morphology is not directly affected by the environmental density beyond the correlation to colour, or a single galaxy 'type' does not capture sufficient information.
引用
收藏
页码:907 / 922
页数:16
相关论文
共 69 条
[1]   The environmental dependence of galaxy clustering in the Sloan Digital Sky Survey [J].
Abbas, Ummi ;
Sheth, Ravi K. .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2006, 372 (04) :1749-1754
[2]   The Fourth Data Release of the Sloan Digital Sky Survey [J].
Adelman-McCarthy, JK ;
Agüeros, MA ;
Allam, SS ;
Anderson, KSJ ;
Anderson, SF ;
Annis, J ;
Bahcall, NA ;
Baldry, IK ;
Barentine, JC ;
Berlind, A ;
Bernardi, M ;
Blanton, MR ;
Boroski, WN ;
Brewington, HJ ;
Brinchmann, J ;
Brinkmann, J ;
Brunner, RJ ;
Budavári, T ;
Carey, LN ;
Carr, MA ;
Castander, FJ ;
Connolly, AJ ;
Csabai, I ;
Czarapata, PC ;
Dalcanton, JJ ;
Doi, M ;
Dong, F ;
Eisenstein, DJ ;
Evans, ML ;
Fan, XH ;
Finkbeiner, DP ;
Friedman, SD ;
Frieman, JA ;
Fukugita, M ;
Gillespie, B ;
Glazebrook, K ;
Gray, J ;
Grebel, EK ;
Gunn, JE ;
Gurbani, VK ;
de Haas, E ;
Hall, PB ;
Harris, FH ;
Harvanek, M ;
Hawley, SL ;
Hayes, J ;
Hendry, JS ;
Hennessy, GS ;
Hindsley, RB ;
Hirata, CM .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2006, 162 (01) :38-48
[3]  
AVILAREESE V, 2007, P SOL STELL GAL CONN, P115
[4]   Galaxy bimodality versus stellar mass and environment [J].
Baldry, I. K. ;
Balogh, M. L. ;
Bower, R. G. ;
Glazebrook, K. ;
Nichol, R. C. ;
Bamford, S. P. ;
Budavari, T. .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2006, 373 (02) :469-483
[5]   Quantifying the bimodal color-magnitude distribution of galaxies [J].
Baldry, IK ;
Glazebrook, K ;
Brinkmann, J ;
Ivezic, Z ;
Lupton, RH ;
Nichol, RC ;
Szalay, AS .
ASTROPHYSICAL JOURNAL, 2004, 600 (02) :681-694
[6]  
Baldry IK, 2004, AIP CONF PROC, V743, P106
[7]   Bivariate galaxy luminosity functions in the Sloan Digital Sky Survey [J].
Ball, N. M. ;
Loveday, J. ;
Brunner, R. J. ;
Baldry, I. K. ;
Brinkmann, J. .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2006, 373 (02) :845-868
[8]   Galaxy types in the Sloan Digital Sky Survey using supervised artificial neural networks [J].
Ball, NM ;
Loveday, J ;
Fukugita, M ;
Nakamura, O ;
Okamura, S ;
Brinkmann, J ;
Brunner, RJ .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2004, 348 (03) :1038-1046
[9]   The bimodal galaxy color distribution: Dependence on luminosity and environment [J].
Balogh, ML ;
Baldry, IK ;
Nichol, R ;
Miller, C ;
Bower, R ;
Glazebrook, K .
ASTROPHYSICAL JOURNAL, 2004, 615 (02) :L101-L104
[10]   What aspects of galaxy environment matter? [J].
Blanton, Michael R. ;
Berlind, Andreas A. .
ASTROPHYSICAL JOURNAL, 2007, 664 (02) :791-803