Optimization of source extraction & galaxy luminosity function of the cluster of galaxies Abell 85

Astronomy and Astrophysics – Astrophysics

Scientific paper

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Scientific paper

Observational astronomy is characterized by an increasing number of large surveys from which catalogs of several tens of millions of celestial objects are extracted. For this reason, astronomical image analysis should be performed with fast automatic tools such as SExtractor (Bertin & Arnouts 1996). We present here an optimization of the extraction parameters of SExtractor from simulated images (using SkyMaker by E. Bertin). We implemented it on deep multiband images of the cluster of galaxies Abell 85 obtained with the MegaPrime/MegaCam imaging facility at the CFHT. Using the optimized parameters, we reach both a completeness and a reliability of 90% at i=24.5, which means a gain of 0.5 to 1 magnitude in galaxy extraction. Moreover, we introduce here two filters to reduce artefacts. This should allow to derive its galaxy luminosity function (GLF) deeply.

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