Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey

In order to understand the formation and subsequent evolution of galaxies one must first distinguish between the two main morphological classes of massive systems: spirals and early-type systems. This paper introduces a project, Galaxy Zoo, which provides visual morphological classifications for nearly one million galaxies, extracted from the Sloan Digital Sky Survey (SDSS). This achievement was made possible by inviting the general public to visually inspect and classify these galaxies via the internet. The project has obtained more than 4 × 107 individual classifications made by ∼105 participants. We discuss the motivation and strategy for this project, and detail how the classifications were performed and processed. We find that Galaxy Zoo results are consistent with those for subsets of SDSS galaxies classified by professional astronomers, thus demonstrating that our data provide a robust morphological catalogue. Obtaining morphologies by direct visual inspection avoids introducing biases associated with proxies for morphology such as colour, concentration or structural parameters. In addition, this catalogue can be used to directly compare SDSS morphologies with older data sets. The colour–magnitude diagrams for each morphological class are shown, and we illustrate how these distributions differ from those inferred using colour alone as a proxy for morphology.

[1]  E. Mayo The Human Problems of an Industrial Civilization , 1934, Nature.

[2]  A. Kornhauser The Human Problems of an Industrial Civilization. , 1934 .

[3]  E. Hubble The Realm of the Nebulæ , 1956, Nature.

[4]  A. Sandage The Hubble atlas of galaxies , 1961 .

[5]  V. Petrosian,et al.  Surface brightness and evolution of galaxies , 1976 .

[6]  A. Sandage,et al.  Color--absolute magnitude relation for E and S0 galaxies. III. Fully corrected photometry for 405 galaxies: comparison of color distributions for E and S0 field and cluster galaxies. [Virgo, coma, centaurus, and fornax clusters] , 1978 .

[7]  J. Binney DYNAMICS OF ELLIPTICAL GALAXIES AND OTHER SPHEROIDAL COMPONENTS , 1982 .

[8]  M. Smirnov,et al.  On the direction of rotation of the spirals in galaxies , 1982 .

[9]  J. G. Adair,et al.  Hawthorne Control Procedures in Educational Experiments: A Reconsideration of Their Use and Effectiveness , 1989 .

[10]  O. Lahav,et al.  Galaxies, Human Eyes, and Artificial Neural Networks , 1994, Science.

[11]  M. Iye,et al.  A statistical search for correlations of rotational spin angular momentum between galaxies , 1995 .

[12]  Karl Glazebrook,et al.  The morphologies of distant galaxies. II. Classifications from the Hubble Space Telescope medium deep survey , 1996 .

[13]  M. Fukugita,et al.  The Sloan Digital Sky Survey Photometric System , 1996 .

[14]  The colour-magnitude relation as a constraint on the formation of rich cluster galaxies , 1998, astro-ph/9805290.

[15]  E. al.,et al.  The Sloan Digital Sky Survey: Technical summary , 2000, astro-ph/0006396.

[16]  Dan Werthimer,et al.  Berkeley radio and optical SETI programs: SETI@home, SERENDIP, and SEVENDIP , 2001, SPIE LASE.

[17]  V. Narayanan,et al.  Color Separation of Galaxy Types in the Sloan Digital Sky Survey Imaging Data , 2001, astro-ph/0107201.

[18]  Peter Z. Kunszt,et al.  The SDSS skyserver: public access to the sloan digital sky server data , 2001, SIGMOD '02.

[19]  V. Narayanan,et al.  Spectroscopic Target Selection in the Sloan Digital Sky Survey: The Main Galaxy Sample , 2002, astro-ph/0206225.

[20]  University of Toronto,et al.  A New Approach to Galaxy Morphology. I. Analysis of the Sloan Digital Sky Survey Early Data Release , 2003, astro-ph/0301239.

[21]  R. Nichol,et al.  Early-Type Galaxies in the Sloan Digital Sky Survey. I. The Sample , 2003 .

[22]  J. Brinkmann,et al.  The environmental dependence of the relations between stellar mass, structure, star formation and nuclear activity in galaxies , 2004, astro-ph/0402030.

[23]  R. Nichol,et al.  Quantifying the Bimodal Color-Magnitude Distribution of Galaxies , 2003, astro-ph/0309710.

[24]  S. Okamura,et al.  Galaxy types in the Sloan Digital Sky survey using supervised artificial neural networks , 2003, astro-ph/0306390.

[25]  David W. Hogg,et al.  Preparing Red‐Green‐Blue Images from CCD Data , 2003, astro-ph/0312483.

[26]  S. J. Lilly,et al.  COSMOS Morphological Classification with the Zurich Estimator of Structural Types (ZEST) and the Evolution Since z = 1 of the Luminosity Function of Early, Disk, and Irregular Galaxies* , 2006 .

[27]  C. Lintott,et al.  Massive Elliptical Galaxies: From Cores to Halos , 2005, astro-ph/0512175.

[28]  Christopher J. Conselice The fundamental properties of galaxies and a new galaxy classification system , 2006 .

[29]  Naoki Yasuda,et al.  A Catalog of Morphologically Classified Galaxies from the Sloan Digital Sky Survey: North Equatorial Region , 2007, 0704.1743.

[30]  K. Schawinski,et al.  Observational evidence for AGN feedback in early-type galaxies , 2007, 0709.3015.

[31]  S. Roweis,et al.  K-Corrections and Filter Transformations in the Ultraviolet, Optical, and Near-Infrared , 2006, astro-ph/0606170.

[32]  Y. Wadadekar,et al.  Submitted to ApJS Preprint typeset using L ATEX style emulateapj v. 10/09/06 THE SIXTH DATA RELEASE OF THE SLOAN DIGITAL SKY SURVEY , 2022 .

[33]  Michael G. Gibbs,et al.  EPO and a changing world : creating linkages and expanding partnerships : proceedings of a conference held in Chicago, Illinois, USA 5-7 September 2007 , 2008 .

[34]  C. Lintott,et al.  Galaxy Zoo: the large-scale spin statistics of spiral galaxies in the Sloan Digital Sky Survey , 2008, 0803.3247.