SIMBAD references

2012ApJ...747...59R - Astrophys. J., 747, 59 (2012/March-1)

The Sloan Digital Sky Survey Co-add: a galaxy photometric redshift catalog.

REIS R.R.R., SOARES-SANTOS M., ANNIS J., DODELSON S., HAO J., JOHNSTON D., KUBO J., LIN H., SEO H.-J. and SIMET M.

Abstract (from CDS):

We present and describe a catalog of galaxy photometric redshifts (photo-z) for the Sloan Digital Sky Survey (SDSS) Co-add Data. We use the artificial neural network (ANN) technique to calculate the photo-z and the nearest neighbor error method to estimate photo-z errors for ∼13 million objects classified as galaxies in the co-add with r < 24.5. The photo-z and photo-z error estimators are trained and validated on a sample of ∼83,000 galaxies that have SDSS photometry and spectroscopic redshifts measured by the SDSS Data Release 7 (DR7), the Canadian Network for Observational Cosmology Field Galaxy Survey, the Deep Extragalactic Evolutionary Probe Data Release 3, the VIsible imaging Multi-Object Spectrograph-Very Large Telescope Deep Survey, and the WiggleZ Dark Energy Survey. For the best ANN methods we have tried, we find that 68% of the galaxies in the validation set have a photo-z error smaller than σ68= 0.031. After presenting our results and quality tests, we provide a short guide for users accessing the public data.

Abstract Copyright:

Journal keyword(s): catalogs - galaxies: distances and redshifts

Status at CDS : Large table(s) will be appraised for possible ingestion in VizieR.

Simbad objects: 0

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