Volume 501, Number 3, July III 2009
|Page(s)||1269 - 1279|
|Section||Numerical methods and codes|
|Published online||13 May 2009|
ULySS: a full spectrum fitting package
Université de Lyon, Lyon, 69000; Université Lyon 1, Villeurbanne, 69622; Centre de Recherche Astronomique de Lyon, Observatoire de Lyon, St. Genis Laval, 69561; CNRS, UMR 5574; École Normale Supérieure de Lyon, Lyon, France e-mail: email@example.com
2 Department of Astronomy, St. Kliment Ohridski University of Sofia, 5 James Bourchier Blvd., 1164 Sofia, Bulgaria
3 Department of Astronomy, University of Cape Town, Private Bag X3, Rondebosch 7701, South Africa
4 National Astronomical Observatories, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, 100012, Beijing, PR China
Accepted: 15 March 2009
Aims. We provide an easy-to-use full-spectrum fitting package and explore its applications to (i) the determination of the stellar atmospheric parameters and (ii) the study of the history of stellar populations.
Methods. We developed ULySS, a package to fit spectroscopic observations against a linear combination of non-linear model components convolved with a parametric line-of-sight velocity distribution. The minimization can be either local or global, and determines all the parameters in a single fit. We use maps, convergence maps and Monte-Carlo simulations to study the degeneracies, local minima and to estimate the errors.
Results. We show the importance of determining the shape of the continuum simultaneously to the other parameters by including a multiplicative polynomial in the model (without prior pseudo-continuum determination, or rectification of the spectrum). We also stress the usefulness of using an accurate line-spread function, depending on the wavelength, so that the line-shape of the models properly matches the observation. For simple models, i.e., to measure the atmospheric parameters or the age/metallicity of a single-age stellar population, there is often a unique minimum, or when local minima exist they can be recognized unambiguously. For more complex models, Monte-Carlo simulations are required to assess the validity of the solution.
Conclusions. The ULySS package is public, simple to use and flexible. The full spectrum fitting makes optimal use of the signal.
Key words: techniques: spectroscopic / methods: data analysis / galaxies: stellar content / stars: fundamental parameters
© ESO, 2009
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