NOAO Deep Wide-Field Survey: Photometric Redshift Estimation and Color Separation

Astronomy and Astrophysics – Astronomy

Scientific paper

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Scientific paper

Using the NOAO Deep Wide-Field Survey pass-bands (B wRIJHK) we show that we can achieve reliable star-galaxy color separation and good photometric redshift estimates. Using simulated NDWFS object catalogs, we tested several methods of estimating photometric redshifts and quantified the accuracy as a function of the object type, magnitude, the number of colors available, and the estimation technique. Tests with simulated and real data sets show that B wIK photometry provides a clear separation between stars and galaxies to K ~19.5. Extending the analysis to additional colors enables us to separate AGNs from stars and galaxies over a broad range of redshifts. Applying color selection criteria, we can separate objects by type and improve our photometric redshift estimates. Valerie Mikles' research was supported by the NOAO/KPNO REU Program, funded by the National Science Foundation.

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