Evolutionary stellar population synthesis with MILES – I. The base models and a new line index system

We present synthetic spectral energy distributions (SEDs) for single-age, single-metallicity stellar populations (SSPs) covering the full optical spectral range at moderately high resolution [full width at half-maximum (FWHM) = 2.3A]. These SEDs constitute our base models, as they combine scaled-solar isochrones with an empirical stellar spectral library [Medium resolution INT Library of Empirical Spectra (MILES)], which follows the chemical evolution pattern of the solar neighbourhood. The models rely as much as possible on empirical ingredients, not just on the stellar spectra, but also on extensive photometric libraries, which are used to determine the transformations from the theoretical parameters of the isochrones to observational quantities. The unprecedented stellar parameter coverage of the MILES stellar library allowed us to safely extend our optical SSP SED predictions from intermediate- to very-old-age regimes and the metallicity coverage of the SSPs from super-solar to [M/H] = -2.3. SSPs with such low metallicities are particularly useful for globular cluster studies. We have computed SSP SEDs for a suite of initial mass function shapes and slopes. We provide a quantitative analysis of the dependence of the synthesized SSP SEDs on the (in)complete coverage of the stellar parameter space in the input library that not only shows that our models are of higher quality than those of other works, but also in which range of SSP parameters our models are reliable. The SSP SEDs are a useful tool to perform the analysis of stellar populations in a very flexible manner. Observed spectra can be studied by means of full spectrum fitting or by using line indices. For the latter, we propose a new line index system to avoid the intrinsic uncertainties associated with the popular Lick/IDS system and provide more appropriate, uniform, spectral resolution. Apart from constant resolution as a function of wavelength, the system is also based on flux-calibrated spectra. Data can be analysed at three different resolutions: 5, 8.4 and 14A (FWHM), which are appropriate for studying globular cluster, low- and intermediate-mass galaxies, and massive galaxies, respectively. Furthermore, we provide polynomials to transform current Lick/IDS line index measurements to the new system. We provide line index tables in the new system for various popular samples of Galactic globular clusters and galaxies. We apply the models to various stellar clusters and galaxies with high-quality spectra, for which independent studies are available, obtaining excellent results. Finally, we designed a web page from which not only these models and stellar libraries can be downloaded but which also provides a suite of on-line tools to facilitate the handling and transformation of the spectra.

[1]  R. Pelló,et al.  STELIB: A library of stellar spectra at R 2000 ?;?? , 2003, astro-ph/0302334.

[2]  D. Hayes,et al.  Calibration of Fundamental Stellar Quantities , 1985 .

[3]  P. Coelho,et al.  Testing the Accuracy of Synthetic Stellar Libraries , 2007, 0705.1994.

[4]  Hyun-chul Lee,et al.  α-Enhanced Integrated Lick/IDS Spectral Indices and Milky Way and M31 Globular Clusters and Early-Type Galaxies , 2005 .

[5]  Spain.,et al.  Empirical calibration of the near-infrared Ca II triplet — IV. The stellar population synthesis models , 2003, astro-ph/0303297.

[6]  Jorge Melendez,et al.  The effective temperature scale of FGK stars. I. Determination of temperatures and angular diameters with the infrared flux method , 2005 .

[7]  Genevieve J. Graves,et al.  Measuring Ages and Elemental Abundances from Unresolved Stellar Populations: Fe, Mg, C, N, and Ca , 2008, 0803.1483.

[8]  N. Arimoto,et al.  A Robust Age Indicator for Old Stellar Populations , 1999 .

[9]  R. Nichol,et al.  Early-type Galaxies in the Sloan Digital Sky Survey. II. Correlations between Observables , 2003, astro-ph/0301624.

[10]  Strasbourg,et al.  A standard stellar library for evolutionary synthesis: I. calibration of theoretical spectra , 1997, astro-ph/9701019.

[11]  G. Vaucouleurs,et al.  Third Reference Catalogue of Bright Galaxies , 2012 .

[12]  Spatially resolved spectroscopy of early-type galaxies over a range in mass , 2007, astro-ph/0702572.

[13]  C. Soubiran,et al.  On-line determination of stellar atmospheric parameters $T_{\mathrm{eff}}$, $\log g$, [Fe/H] from ELODIE echelle spectra - II. The library of F5 to K7 stars , 1998 .

[14]  N. Arimoto,et al.  47 Tucanae: The Spectroscopic versus Color-Magnitude Diagram Age Discrepancy , 2001 .

[15]  G. Worthey Comprehensive stellar population models and the disentanglement of age and metallicity effects , 1994 .

[16]  A. Javier Cenarro,et al.  The Globular Cluster System of the Virgo Dwarf Elliptical Galaxy VCC 1087 , 2005, astro-ph/0510756.

[17]  I. Paris,et al.  STECKMAP: STEllar Content and Kinematics from high resolution galactic spectra via Maximum A Posteriori , 2005, astro-ph/0507002.

[18]  E. Emsellem,et al.  The SAURON project — II. Sample and early results , 2002 .

[19]  R. Peletier,et al.  Medium-resolution Isaac Newton Telescope library of empirical spectra - II. The stellar atmospheric parameters , 2006, astro-ph/0611618.

[20]  William E. Harris,et al.  A Catalog of Parameters for Globular Clusters in the Milky Way , 1996 .

[21]  R. Peletier,et al.  Minor axis kinematics of 19 S0-Sbc bulges , 2003, astro-ph/0303667.

[22]  D. Ottaviani,et al.  Hγ and Hδ Absorption Features in Stars and Stellar Populations , 1997 .

[23]  R. Nichol,et al.  Early-Type Galaxies in the Sloan Digital Sky Survey. I. The Sample , 2003 .

[24]  C. Maraston Evolutionary population synthesis: models, analysis of the ingredients and application to high‐z galaxies , 2004, astro-ph/0410207.

[25]  David Burstein,et al.  Old stellar populations. 5: Absorption feature indices for the complete LICK/IDS sample of stars , 1994 .

[26]  C. Maraston,et al.  Strong Balmer Lines in Old Stellar Populations: No Need for Young Ages in Ellipticals? , 2000, astro-ph/0004145.

[27]  P. Kroupa On the variation of the initial mass function , 2000, astro-ph/0009005.

[28]  On the Environmental Dependence of the Cluster Galaxy Assembly Timescale , 2004, astro-ph/0405512.

[29]  Ralf Bender,et al.  VLT spectroscopy of globular cluster systems - I:the photometric and spectroscopic data set , 2004, astro-ph/0505448.

[30]  Spain.,et al.  Empirical calibration of the near-infrared Ca ii triplet — I. The stellar library and index definition , 2001, astro-ph/0109157.

[31]  E and S0 galaxies in the central part of the Coma cluster: ages, metal abundances and dark matter , 1999, astro-ph/9902250.

[32]  R. Schiavon,et al.  A Library of Integrated Spectra of Galactic Globular Clusters , 2005, astro-ph/0504313.

[33]  K. Freeman,et al.  The cyanogen distribution of the giants in 47 Tucanae. , 1979 .

[34]  P. Prugniel,et al.  Spectroscopic ages and metallicities of stellar populations : validation of full spectrum fitting , 2008, 0801.0871.

[35]  J.-C. Mermilliod,et al.  The General Catalogue of Photometric Data (GCPD). II. , 1997 .

[36]  C. Maraston,et al.  The sensitivity of Lick indices to abundance variations , 2005, astro-ph/0504574.

[37]  L. Girardi,et al.  Evolutionary sequences of stellar models with new radiative opacities. VI. $Z=0.0001$ , 1996 .

[38]  R. Bell Low Temperature Rosseland Opacities , 1993 .

[39]  Accepted for Publication in ApJ Preprint typeset using L ATEX style emulateapj v. 6/22/04 LINE STRENGTHS IN EARLY-TYPE CLUSTER GALAXIES AT Z=0.33: IMPLICATIONS FOR α/FE, NITROGEN AND THE HISTORIES OF E/S0S 1 , 2006 .

[40]  L. Chomiuk,et al.  THE PECULIAR GLOBULAR CLUSTER SYSTEM OF THE S0 GALAXY NGC 7457 , 2008, 0804.4472.

[41]  R. Proctor,et al.  The age, metallicity and α-element abundance of Galactic globular clusters from single stellar population models , 2007, 0705.4511.

[42]  R. Schiavon,et al.  A library of high resolution synthetic stellar spectra from 300 nm to 1.8 μm with solar and α-enhanced composition , 2005, astro-ph/0505511.

[43]  A. J. Cenarro,et al.  Medium-resolution isaac newton telescope library of empirical spectra , 2006 .

[44]  P. Bonifacio,et al.  A new implementation of the infrared flux method using the 2MASS catalogue , 2009, 0901.3034.

[45]  J. Strader,et al.  EVIDENCE FOR THE DISKY ORIGIN OF LUMINOUS VIRGO DWARF ELLIPTICALS FROM THE KINEMATICS OF THEIR GLOBULAR CLUSTER SYSTEMS , 2009, 0903.4364.

[46]  Gemini/GMOS spectra of globular clusters in the Leo group elliptical NGC 3379 , 2005, astro-ph/0510838.

[47]  Stellar Populations of Elliptical Galaxies in Virgo Cluster. I. The Data and Stellar Population Analysis , 2005, astro-ph/0511122.

[48]  R. Schiavon,et al.  Population Synthesis in the Blue. I. Synthesis of the Integrated Spectrum of 47 Tucanae from Its Color-Magnitude Diagram , 2001, astro-ph/0109364.

[49]  Stellar populations of early-type galaxies in different environments - II. Ages and metallicities , 2006, astro-ph/0604568.

[50]  R. Nichol,et al.  Stellar masses and star formation histories for 105 galaxies from the Sloan Digital Sky Survey , 2002, astro-ph/0204055.

[51]  L. Macarthur Dust Sensitivity of Absorption-Line Indices , 2004, astro-ph/0412506.

[52]  Stellar populations and surface brightness fluctuations: new observations and models , 2000, astro-ph/0008218.

[53]  Evolutionary synthesis of galaxies at high spectral resolution with the code PEGASE-HR. Metallicity and age tracers , 2004, astro-ph/0408419.

[54]  A. Cenarro,et al.  Evidence for Blue Straggler Stars Rejuvenating the Integrated Spectra of Globular Clusters , 2008, 0810.3902.

[55]  Eric Emsellem,et al.  Parametric Recovery of Line‐of‐Sight Velocity Distributions from Absorption‐Line Spectra of Galaxies via Penalized Likelihood , 2003, astro-ph/0312201.

[56]  S. Faber,et al.  Old Stellar Populations. IV. Empirical Fitting Functions for Features in the Spectra of G and K Stars , 1993 .

[57]  A new chemo-evolutionary population synthesis model for early-type galaxies .2. Observations and results , 1997, astro-ph/9701036.

[58]  Spain.,et al.  Differences in carbon and nitrogen abundances between field and cluster early - type galaxies , 2003, astro-ph/0305244.

[59]  Truncated Star Formation in Compact Groups of Galaxies: A Stellar Population Study , 2006, astro-ph/0609488.

[60]  C. Chiosi,et al.  New response functions for absorption-line indices from high-resolution spectra , 2004, Proceedings of the International Astronomical Union.

[61]  Thomas H. Puzia,et al.  Integrated spectroscopy of bulge globular clusters and fields - I. The data base and comparison of individual Lick indices in clusters and bulge , 2002 .

[62]  David Burstein,et al.  Old stellar populations. I. A spectroscopic comparison of galactic globular clusters, M 31 globular clusters, and elliptical galaxies. , 1984 .

[63]  C. Leitherer,et al.  Evolutionary stellar population synthesis at high spectral resolution: optical wavelengths , 2005, astro-ph/0501204.

[64]  A. Buzzoni Evolutionary Population Synthesis in Stellar Systems. II. Early-Type Galaxies , 1995 .

[65]  A library of high-resolution Kurucz spectra in the range λλ3000–10 000 , 2004, astro-ph/0404010.

[66]  David Burstein,et al.  Old Stellar Populations. VI. Absorption-Line Spectra of Galaxy Nuclei and Globular Clusters , 1997, astro-ph/9712258.

[67]  G. Bruzual,et al.  Stellar population synthesis at the resolution of 2003 , 2003, astro-ph/0309134.

[68]  S. Djorgovski,et al.  New horizons in globular cluster astronomy : proceedings of a conference held at Università di Padova, Padova, Italy 24-28 June, 2002 , 2003 .

[69]  Ricardo P. Schiavon Population Synthesis in the Blue. IV. Accurate Model Predictions for Lick Indices and UBV Colors in Single Stellar Populations , 2007 .

[70]  R. Peletier,et al.  A new stellar library in the region of the CO index at 2.3 mu m - New index definition and empirical fitting functions , 2008, 0806.0581.

[71]  S. Cassisi,et al.  A Large Stellar Evolution Database for Population Synthesis Studies. I. Scaled Solar Models and Isochrones , 2004, astro-ph/0405193.

[72]  A. Buzzoni,et al.  UVBLUE: A New High-Resolution Theoretical Library of Ultraviolet Stellar Spectra , 2005, astro-ph/0504307.

[73]  France.,et al.  A standard stellar library for evolutionary synthesis - II. The M dwarf extension , 1997, astro-ph/9710350.

[74]  J. Ferguson,et al.  Spectral models for solar-scaled and α-enhanced stellar populations , 2007, Monthly Notices of the Royal Astronomical Society.

[75]  D. Hayes,et al.  Stellar Absolute Fluxes and Energy Distributions from 0.32 to 4.0 μm , 1985 .

[76]  I. Paris,et al.  STECMAP: STEllar Content from high-resolution galactic spectra via Maximum A Posteriori , 2005, astro-ph/0505209.

[77]  Confidence levels of evolutionary synthesis models - II. On sampling and Poissonian fluctuations , 2001, astro-ph/0109435.

[78]  Gemini/GMOS Spectra of Globular Clusters in the Virgo Giant Elliptical NGC 4649 , 2006, astro-ph/0601531.

[79]  S. F. Sanchez,et al.  IFU observations of the core of Abell 2218 , 2006, Proceedings of the International Astronomical Union.

[80]  Carme Jordi,et al.  Highlights of Spanish Astrophysics IV , 2007 .

[81]  Early-type galaxies in low-density environments , 2002, astro-ph/0207504.

[82]  A. Pietrinferni,et al.  Color Transformations and Bolometric Corrections for Galactic Halo Stars: α-Enhanced versus Scaled-Solar Results , 2004, astro-ph/0408111.

[83]  R. Bell,et al.  Modeling the LICK/IDS Spectral Feature Indices Using Synthetic Spectra , 1995 .

[84]  N. N. Samus,et al.  Combined General Catalogue of Variable Stars , 1998 .

[85]  J. Rose The integrated spectra of M32 and of 47 Tuc: A comparative study at high spectral resolution , 1994 .

[86]  C. Conselice,et al.  The relation between stellar populations, structure and environment for dwarf elliptical galaxies from the MAGPOP-ITP , 2007, 0712.2017.

[87]  C. Flynn,et al.  Accurate fundamental parameters for lower main‐sequence stars , 2006, astro-ph/0608504.

[88]  J. Strader,et al.  Stellar Populations of Globular Clusters in the Elliptical Galaxy NGC 1407 , 2007, astro-ph/0703472.

[89]  S. Pedraz,et al.  Empirical calibration of the \lambda 4000 \AA break , 1999, astro-ph/9905264.

[90]  R. Schiavon,et al.  Near-infrared Spectral Features in Single-aged Stellar Populations , 1999, astro-ph/9910274.

[91]  U. Munari,et al.  An extensive library of 2500–10 500 Å synthetic spectra , 2005 .

[92]  Ralph C. Bohlin,et al.  Hubble Space Telescope Absolute Spectrophotometry of Vega from the Far-Ultraviolet to the Infrared , 2004 .

[93]  Sandra M. Faber,et al.  MG and Fe absorption features in elliptical galaxies , 1992 .

[94]  V. Wild,et al.  Post-starburst galaxies: more than just an interesting curiosity , 2008, 0810.5122.

[95]  J. Rose,et al.  Constraints on stellar populations in elliptical galaxies. , 1985 .

[96]  N. Cardiel,et al.  Stellar populations of early-type galaxies in different environments. I. Line-strength indices. Relations of line-strengths with sigma , 2006, astro-ph/0604565.

[97]  Extragalactic globular clusters: Old spectroscopic ages and new views on their formation , 2005, astro-ph/0506289.

[98]  Giampaolo Piotto,et al.  THE ACS SURVEY OF GALACTIC GLOBULAR CLUSTERS. VII. RELATIVE AGES , 2008, 0812.4541.

[99]  Garching,et al.  Stellar population models of Lick indices with variable element abundance ratios , 2003 .

[100]  Dept. of Physics,et al.  An extensive library of synthetic spectra covering the far red, RAVE and GAIA wavelength ranges , 2004, astro-ph/0401069.

[101]  S. Percival,et al.  The impact of systematic uncertainties in stellar parameters on integrated spectra of stellar populations , 2009, 0908.0951.

[102]  R. Schiavon,et al.  The Integrated Spectrum of M67 and the Spectroscopic Age of M32 , 2003, astro-ph/0312164.

[103]  F. Herwig Evolution of Asymptotic Giant Branch Stars , 2005 .

[104]  R. Nichol,et al.  Early-Type Galaxies in the Sloan Digital Sky Survey. III. The Fundamental Plane , 2003, astro-ph/0301626.

[105]  Evolutionary Stellar Population Synthesis at 2 Å Spectral Resolution , 1999 .

[106]  R. Sharples,et al.  Gemini/GMOS spectroscopy of the spheroid and globular cluster system of NGC 3923 , 2007, 0712.1818.

[107]  Empirical calibration of the near-infrared Ca ii triplet — II. The stellar atmospheric parameters , 2001, astro-ph/0109158.

[108]  P. Prugniel,et al.  A database of high and medium-resolution stellar spectra ?;?? , 2001, astro-ph/0101378.

[109]  Santiago Arribas,et al.  The effective temperature scale of giant stars (F0–K5) - II. Empirical calibration of versus colours and [Fe/H] , 1999 .

[110]  E. Salpeter The Luminosity function and stellar evolution , 1955 .

[111]  Spain.,et al.  Empirical calibration of the near-infrared Ca II triplet - III. Fitting functions , 2001, astro-ph/0112448.

[112]  Belgium,et al.  Evolution of asymptotic giant branch stars. II. Optical to far-infrared isochrones with improved TP- , 2007, 0711.4922.

[113]  E. Emsellem,et al.  The SAURON project - VI. Line strength maps of 48 elliptical and lenticular galaxies , 2006, astro-ph/0602192.

[114]  R. Peletier,et al.  A new chemo-evolutionary population synthesis model for early-type galaxies .1. Theoretical basis , 1996, astro-ph/9605112.

[115]  The stellar populations of early-type galaxies in the Fornax cluster , 2000 .

[116]  A. Heavens,et al.  Star formation and metallicity history of the SDSS galaxy survey: unlocking the fossil record , 2002, astro-ph/0211546.

[118]  R. Pelló,et al.  Evolution of red-sequence cluster galaxies from redshift 0.8 to 0.4: ages, metallicities, and morphologies , 2009, 0902.3392.

[119]  Stellar populations of early-type galaxies in different environments. III. Line-strength gradients , 2006, astro-ph/0604571.

[120]  L. Girardi,et al.  Evolutionary tracks and isochrones for low- and intermediate-mass stars: From 0.15 to 7 , and from to 0.03 , 1999, astro-ph/9910164.

[121]  L. Sodré,et al.  Semi‐empirical analysis of Sloan Digital Sky Survey galaxies – I. Spectral synthesis method , 2005 .

[122]  S. C. Trager,et al.  The Stellar Population Histories of Local Early-Type Galaxies. I. Population Parameters , 2000, astro-ph/0001072.

[123]  A. Vazdekis,et al.  An optimized Hβ index for disentangling stellar population ages , 2008, 0810.3240.

[124]  Harinder P. Singh,et al.  The Indo-US Library of Coudé Feed Stellar Spectra , 2004, astro-ph/0402435.