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ELDAR, a new method to identify AGN in multi-filter surveys: the ALHAMBRA test case

J. Chaves-Montero, S. Bonoli, M. Salvato, L. A. Díaz-García, C. López San Juan, K. Viironen, A Fernandez-Soto, M. Povic, B. Ascaso, P. Arnalte-Mur, J. Masegosa, I. Matute, I. Márquez, A. J. Cenarro, L. R. Abramo, A. Ederoclite, E. J. Alfaro, A. Marin-Franch, J. Varela, D. Cristobal-Hornillos

Abstract
We present ELDAR, a new method that exploits the potential of medium- and narrow-band filter surveys to securely identify active galactic nuclei (AGN) and determine their redshifts. Our methodology improves on traditional approaches by looking for AGN emission lines expected to be identified against the continuum, thanks to the width of the filters. To assess its performance, we apply ELDAR to the data of the ALHAMBRA (Advance Large Homogeneous Area Medium Band Redshift Astronomical) survey, which covered an effective area of 2.38 deg2 with 20 contiguous medium-band optical filters down to F814W≃24.5. Using two different configurations of  ELDAR in which we require the detection of at least two and three emission lines, respectively, we extract two catalogues of type-I AGN. The first is composed of 585 sources (79  per cent of them spectroscopically unknown) down to  F814W=22.5 at zphot>1, which corresponds to a surface density of 209 deg−2. In the second, the 494 selected sources (83  per cent of them spectroscopically unknown) reach F814W=23 at zphot>1.5, for a corresponding number density of 176 deg−2. Then, using samples of spectroscopically known AGN in the ALHAMBRA fields, for the two catalogues we estimate a completeness of 73  per cent and 67  per cent, and a redshift precision of 1.01  per cent and 0.86  per cent (with outliers fractions of 8.1  per cent and 5.8  per cent). At z>2, where our selection performs best, we reach 85  per cent and 77  per cent completeness and we find no contamination from galaxies.

Keywords
methods: data analysis; techniques: photometric; surveys; galaxies: active; galaxies: distances and redshifts; quasars: emission lines; galaxies: active - galaxies: distances and redshifts; Astrophysics - Astrophysics of Galaxies; Astrophysics - Cosmology

Monthly Notices of the Royal Astronomical Society
Volume 472, Issue 2, Page 21
2017 December

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Instituto de Astrofísica e Ciências do Espaço Universidade do Porto Faculdade de Ciências da Universidade de Lisboa
Fundação para a Ciência e a Tecnologia COMPETE 2020 PORTUGAL 2020 União Europeia