1. The PAU survey: photometric redshift estimation in deep wide fields.
- Author
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Navarro-Gironés, D, Gaztañaga, E, Crocce, M, Wittje, A, Hildebrandt, H, Wright, A H, Siudek, M, Eriksen, M, Serrano, S, Renard, P, Gonzalez, E J, Baugh, C M, Cabayol, L, Carretero, J, Casas, R, Castander, F J, Daza-Perilla, I V, De Vicente, J, Fernandez, E, and García-Bellido, J
- Subjects
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LARGE scale structure (Astronomy) , *EXPANDING universe , *GALAXY clusters , *GALAXIES , *PHYSICAL cosmology , *REDSHIFT - Abstract
We present photometric redshifts (photo- z) for the deep wide fields of the Physics of the Accelerating Universe Survey (PAUS), covering an area of |$\sim$| 50 deg |$^{2}$| , for |$\sim$| 1.8 million objects up to |$i_{\rm {AB}}\lt 23$|. The PAUS deep wide fields overlap with the W1 and W3 fields from CFHTLenS and the G09 field from KiDS/GAMA. Photo- z are estimated using the 40 narrow bands (NB) of PAUS and the broad-bands (BB) of CFHTLenS and KiDS. We compute the redshifts with the SED template-fitting code bcnz , with a modification in the calibration technique of the zero-point between the observed and the modelled fluxes, that removes any dependence on spectroscopic redshift samples. We enhance the redshift accuracy by introducing an additional photo- z estimate (|$z_{\textrm {b}}$|), obtained through the combination of the bcnz and the BB-only photo- z. Comparing with spectroscopic redshift estimates (|$z_{\textrm {s}}$|), we obtain a |$\sigma _{68} \simeq 0.020$| for all galaxies with |$i_{\rm {AB}}\lt 23$| and a typical bias |$|z_{\textrm {b}}\!-\!z_{\textrm {s}}|$| smaller than 0.01. For |$z_{\textrm {b}} \sim (0.10\!-\!0.75)$| , we find |$\sigma _{68} \simeq (0.003\!-\!0.02)$| , this is a factor of |$10\!-\!2$| higher accuracy than the corresponding BB-only results. We obtain similar performance when we split the samples into red (passive) and blue (active) galaxies. We validate the redshift probability |$p(z)$| obtained by bcnz and compare its performance with that of |$z_{\textrm {b}}$|. These photo- z catalogues will facilitate important science cases, such as the study of galaxy clustering and intrinsic alignment at high redshifts (|$z \lesssim 1$|) and faint magnitudes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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