Recognition: unknown
Efficiency of Medium-Band Surveys
classification
🌌 astro-ph
keywords
surveysmedium-bandbroad-bandclassificationmethodmulti-colorobjectsaccount
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We simulate multi-color surveys, which use the same telescope time on different filter sets of broad-band and medium-band filters. We use a photometric classification method for identifying stars, galaxies and quasars and for estimating multi-color redshifts of extragalactic objects. A library of >65000 color templates is used for comparison with observed objects. Spectroscopy from the CADIS survey has proven the performance of the method. We learned, that medium-band surveys perform superior to broad-band surveys in terms of classification and redshift estimation although they collect less photons. A full account of this work is already in print.
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