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Title: A GMBCG Galaxy Cluster Catalog of 55,424 Rich Clusters from SDSS DR7

Abstract

We present a large catalog of optically selected galaxy clusters from the application of a new Gaussian Mixture Brightest Cluster Galaxy (GMBCG) algorithm to SDSS Data Release 7 data. The algorithm detects clusters by identifying the red sequence plus Brightest Cluster Galaxy (BCG) feature, which is unique for galaxy clusters and does not exist among field galaxies. Red sequence clustering in color space is detected using an Error Corrected Gaussian Mixture Model. We run GMBCG on 8240 square degrees of photometric data from SDSS DR7 to assemble the largest ever optical galaxy cluster catalog, consisting of over 55,000 rich clusters across the redshift range from 0.1 < z < 0.55. We present Monte Carlo tests of completeness and purity and perform cross-matching with X-ray clusters and with the maxBCG sample at low redshift. These tests indicate high completeness and purity across the full redshift range for clusters with 15 or more members.

Authors:
; ; ; ; ; ; ; ; ; ; ; ; ;
Publication Date:
Research Org.:
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1023239
Report Number(s):
SLAC-PUB-14296
Journal ID: ISSN 0067-0049; APJSA2; arXiv:1010.5503; TRN: US201118%%527
DOE Contract Number:  
AC02-76SF00515
Resource Type:
Journal Article
Journal Name:
Astrophys.J.Suppl.191:254-274,2010
Additional Journal Information:
Journal Volume: 191; Journal ID: ISSN 0067-0049
Country of Publication:
United States
Language:
English
Subject:
71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; ALGORITHMS; COLOR; GALAXIES; GALAXY CLUSTERS; MIXTURES; Astrophysics,ASTRO

Citation Formats

Hao, Jiangang, /Fermilab, McKay, Timothy A, /Michigan U., Koester, Benjamin P, /Chicago U., Rykoff, Eli S, /UC, Santa Barbara /LBL, Berkeley, Rozo, Eduardo, /Chicago U., Annis, James, /Fermilab, Wechsler, Risa H, /SLAC, Evrard, August, /Michigan U., Siegel, Seth R, /Michigan U., Becker, Matthew, /Chicago U., Busha, Michael, /SLAC, Gerdes, David, /Michigan U., Johnston, David E, /Fermilab, Sheldon, Erin, and /Brookhaven. A GMBCG Galaxy Cluster Catalog of 55,424 Rich Clusters from SDSS DR7. United States: N. p., 2011. Web.
Hao, Jiangang, /Fermilab, McKay, Timothy A, /Michigan U., Koester, Benjamin P, /Chicago U., Rykoff, Eli S, /UC, Santa Barbara /LBL, Berkeley, Rozo, Eduardo, /Chicago U., Annis, James, /Fermilab, Wechsler, Risa H, /SLAC, Evrard, August, /Michigan U., Siegel, Seth R, /Michigan U., Becker, Matthew, /Chicago U., Busha, Michael, /SLAC, Gerdes, David, /Michigan U., Johnston, David E, /Fermilab, Sheldon, Erin, & /Brookhaven. A GMBCG Galaxy Cluster Catalog of 55,424 Rich Clusters from SDSS DR7. United States.
Hao, Jiangang, /Fermilab, McKay, Timothy A, /Michigan U., Koester, Benjamin P, /Chicago U., Rykoff, Eli S, /UC, Santa Barbara /LBL, Berkeley, Rozo, Eduardo, /Chicago U., Annis, James, /Fermilab, Wechsler, Risa H, /SLAC, Evrard, August, /Michigan U., Siegel, Seth R, /Michigan U., Becker, Matthew, /Chicago U., Busha, Michael, /SLAC, Gerdes, David, /Michigan U., Johnston, David E, /Fermilab, Sheldon, Erin, and /Brookhaven. Mon . "A GMBCG Galaxy Cluster Catalog of 55,424 Rich Clusters from SDSS DR7". United States. https://www.osti.gov/servlets/purl/1023239.
@article{osti_1023239,
title = {A GMBCG Galaxy Cluster Catalog of 55,424 Rich Clusters from SDSS DR7},
author = {Hao, Jiangang and /Fermilab and McKay, Timothy A and /Michigan U. and Koester, Benjamin P and /Chicago U. and Rykoff, Eli S and /UC, Santa Barbara /LBL, Berkeley and Rozo, Eduardo and /Chicago U. and Annis, James and /Fermilab and Wechsler, Risa H and /SLAC and Evrard, August and /Michigan U. and Siegel, Seth R and /Michigan U. and Becker, Matthew and /Chicago U. and Busha, Michael and /SLAC and Gerdes, David and /Michigan U. and Johnston, David E and /Fermilab and Sheldon, Erin and /Brookhaven},
abstractNote = {We present a large catalog of optically selected galaxy clusters from the application of a new Gaussian Mixture Brightest Cluster Galaxy (GMBCG) algorithm to SDSS Data Release 7 data. The algorithm detects clusters by identifying the red sequence plus Brightest Cluster Galaxy (BCG) feature, which is unique for galaxy clusters and does not exist among field galaxies. Red sequence clustering in color space is detected using an Error Corrected Gaussian Mixture Model. We run GMBCG on 8240 square degrees of photometric data from SDSS DR7 to assemble the largest ever optical galaxy cluster catalog, consisting of over 55,000 rich clusters across the redshift range from 0.1 < z < 0.55. We present Monte Carlo tests of completeness and purity and perform cross-matching with X-ray clusters and with the maxBCG sample at low redshift. These tests indicate high completeness and purity across the full redshift range for clusters with 15 or more members.},
doi = {},
journal = {Astrophys.J.Suppl.191:254-274,2010},
issn = {0067-0049},
number = ,
volume = 191,
place = {United States},
year = {2011},
month = {8}
}