A&A 504, 1071–1084 (2009) Astronomy DOI: 10.1051/0004-6361/200912014 & c ESO 2009 Astrophysics Towards a library of synthetic galaxy spectra and preliminary results of classification and parametrization of unresolved galaxies for Gaia. II P. Tsalmantza1,2, M. Kontizas2, B. Rocca-Volmerange3,4 ,C.A.L.Bailer-Jones1, E. Kontizas5, I. Bellas-Velidis5, E. Livanou2, R. Korakitis6, A. Dapergolas5, A. Vallenari7, and M. Fioc3,8 1 Max-Planck-Institut für Astronomie, Königstuhl 17, 69117 Heidelberg, Germany e-mail:
[email protected] 2 Department of Astrophysics Astronomy & Mechanics, Faculty of Physics, University of Athens, 15783 Athens, Greece 3 Institut d’Astrophysique de Paris, 98bis Bd Arago, 75014 Paris, France 4 Université de Paris-Sud XI, IAS, 91405 Orsay Cedex, France 5 IAA, National Observatory of Athens, PO Box 20048, 118 10 Athens, Greece 6 Dionysos Satellite Observatory, National Technical University of Athens, 15780 Athens, Greece 7 INAF, Padova Observatory, Vicolo dell’Osservatorio 5, 35122 Padova, Italy 8 Université Pierre et Marie Curie, 4 place Jussieu, 75005 Paris, France Received 9 March 2009 / Accepted 8 June 2009 ABSTRACT Aims. This paper is the second in a series, implementing a classification system for Gaia observations of unresolved galaxies. Our goals are to determine spectral classes and estimate intrinsic astrophysical parameters via synthetic templates. Here we describe (1) a new extended library of synthetic galaxy spectra; (2) its comparison with various observations; and (3) first results of classification and parametrization experiments using simulated Gaia spectrophotometry of this library. Methods. Using the PÉGASE.2 code, based on galaxy evolution models that take account of metallicity evolution, extinction correc- tion, and emission lines (with stellar spectra based on the BaSeL library), we improved our first library and extended it to cover the domain of most of the SDSS catalogue.