ULySS: a full spectrum fitting package

被引:409
作者
Koleva, M. [1 ,2 ,3 ,4 ,5 ]
Prugniel, Ph [1 ,2 ,3 ,4 ]
Bouchard, A. [1 ,2 ,3 ,4 ,6 ]
Wu, Y. [1 ,2 ,3 ,4 ,7 ]
机构
[1] Univ Lyon, F-69000 Lyon, France
[2] Univ Lyon 1, F-69622 Villeurbanne, France
[3] Observ Lyon, Ctr Rech Astron Lyon, F-69561 St Genis Laval, France
[4] Ecole Normale Super Lyon, CNRS, UMR 5574, F-69364 Lyon, France
[5] St Kliment Ohridski Univ Sofia, Dept Astron, Sofia 1164, Bulgaria
[6] Univ Cape Town, Dept Astron, ZA-7701 Rondebosch, South Africa
[7] Chinese Acad Sci, Natl Astron Observ, Beijing 100012, Peoples R China
关键词
techniques: spectroscopic; methods: data analysis; galaxies: stellar content; stars: fundamental parameters; STELLAR POPULATION SYNTHESIS; SIGHT VELOCITY DISTRIBUTIONS; RESOLUTION GALACTIC SPECTRA; ABSORPTION-LINE SPECTRA; ELODIE ECHELLE SPECTRA; MAXIMUM A-POSTERIORI; EARLY-TYPE GALAXIES; PARAMETERS T-EFF; ATMOSPHERIC PARAMETERS; ELLIPTIC GALAXIES;
D O I
10.1051/0004-6361/200811467
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
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 chi(2) 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.
引用
收藏
页码:1269 / 1279
页数:11
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