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A&A 368, 776-786 (2001)
DOI: 10.1051/0004-6361:20010071
Finding galaxy clusters using Voronoi tessellations
M. Ramella1, W. Boschin2, D. Fadda3 and M. Nonino11 Osservatorio Astronomico di Trieste, Via Tiepolo 11, 34100 Trieste, Italy
e-mail: nonino@ts.astro.it
2 Dipartimento di Astronomia, Università degli Studi di Trieste, Via Tiepolo 11, 34100 Trieste, Italy
e-mail: boschin@ts.astro.it
3 Instituto de Astrofisica de Canarias, Via Lactea S/N, 38200 La Laguna (Tenerife), Spain
e-mail: fadda@ll.iac.es
(Received 30 November 2000 / Accepted 22 December 2000 )
Abstract
We present an objective and automated procedure for detecting clusters
of galaxies in imaging galaxy surveys. Our Voronoi Galaxy Cluster Finder
(VGCF) uses galaxy positions and magnitudes to find clusters and
determine their main features: size, richness and contrast above the
background. The VGCF uses the Voronoi tessellation to evaluate the
local density and to identify clusters as significative density
fluctuations above the background. The significance threshold needs to
be set by the user, but experimenting with different choices is very
easy since it does not require a whole new run of the algorithm. The
VGCF is non-parametric and does not smooth the data. As a
consequence, clusters are identified irrespective of their shape and
their identification is only slightly affected by border effects and
by holes in the galaxy distribution on the sky. The algorithm is
fast, and automatically assigns members to structures.
A test run of the VGCF on the PDCS field centered at
and
= +
52´(J2000) produces 37 clusters. Of
these clusters, 12 are VGCF counterparts of the 13 PDCS clusters
detected at the 3
level and with estimated redshifts from
z=0.2 to z=0.6. Of the remaining 25 systems, 2 are PDCS clusters
with confidence level
and redshift
.
Inspection of the 23 new VGCF clusters indicates that several of these
clusters may have been missed by the matched filter algorithm for one
or more of the following reasons: a) they are very poor, b) they are
extremely elongated, c) they lie too close to a rich and/or low
redshift cluster.
Key words: cosmology: large-scale structure of Universe -- galaxies: clusters: general -- galaxies: statistics
Offprint request: M. Ramella, ramella@ts.astro.it
SIMBAD Objects
© ESO 2001
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