Galaxy Zoo 1: data release of morphological classifications for nearly 900 000 galaxies

被引:562
作者
Lintott, Chris [1 ,2 ]
Schawinski, Kevin [3 ,4 ]
Bamford, Steven [5 ]
Slosar, Anze [6 ]
Land, Kate [1 ]
Thomas, Daniel [7 ]
Edmondson, Edd [7 ]
Masters, Karen [7 ]
Nichol, Robert C. [7 ]
Raddick, M. Jordan [8 ]
Szalay, Alex [8 ]
Andreescu, Dan [9 ]
Murray, Phil [10 ]
Vandenberg, Jan [8 ]
机构
[1] Oxford Astrophys, Oxford OX1 3RH, England
[2] Adler Planetarium, Chicago, IL 60605 USA
[3] Yale Univ, Dept Phys, New Haven, CT 06511 USA
[4] Yale Univ, Yale Ctr Astron & Astrophys, New Haven, CT 06520 USA
[5] Univ Nottingham, Ctr Astron & Particle Theory, Nottingham NG7 2RD, England
[6] Brookhaven Natl Lab, Upton, NY 11973 USA
[7] Univ Portsmouth, Inst Cosmol & Gravitat, Portsmouth PO1 3FX, Hants, England
[8] Johns Hopkins Univ, Dept Phys & Astron, Baltimore, MD 21218 USA
[9] LinkLab, Bronx, NY 10471 USA
[10] Fingerprint Digital Media, Newtownards BT23 7GY, Down, North Ireland
基金
美国国家科学基金会;
关键词
methods: data analysis; galaxies: elliptical and lenticular; cD; galaxies: general; galaxies: spiral; DIGITAL-SKY-SURVEY; ARTIFICIAL NEURAL-NETWORKS; SPIRAL GALAXIES; STAR; CATALOG; SAMPLE; SYSTEM;
D O I
10.1111/j.1365-2966.2010.17432.x
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Morphology is a powerful indicator of a galaxy's dynamical and merger history. It is strongly correlated with many physical parameters, including mass, star formation history and the distribution of mass. The Galaxy Zoo project collected simple morphological classifications of nearly 900 000 galaxies drawn from the Sloan Digital Sky Survey, contributed by hundreds of thousands of volunteers. This large number of classifications allows us to exclude classifier error, and measure the influence of subtle biases inherent in morphological classification. This paper presents the data collected by the project, alongside measures of classification accuracy and bias. The data are now publicly available and full catalogues can be downloaded in electronic format from http://data.galaxyzoo.org.
引用
收藏
页码:166 / 178
页数:13
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