Analysing observed star cluster SEDs with evolutionary synthesis models: systematic uncertainties

We discuss the systematic uncertainties inherent to analyses of observed (broad-band) Spectral Energy Distributions (SEDs) of star clusters with evolutionary synthesis models. We investigate the effects caused by restricting oneself to a limited number of available passbands, choices of various passband combinations, finite observational errors, non-continuous model input parameter values, and restrictions in parameter space allowed during analysis. Starting from a complete set of UBVRIJH passbands (respectively their Hubble Space Telescope/WFPC2 equivalents) we investigate to which extent clusters with different combinations of age, metallicity, internal extinction and mass can or cannot be disentangled in the various evolutionary stages throughout their lifetimes and what are the most useful passbands required to resolve the ambiguities. We find the U and B bands to be of the highest significance, while the V band and near-infrared data provide additional constraints. A code is presented that makes use of luminosities of a star cluster system in all of the possibly available passbands, and tries to find ranges of allowed age-metallicity-extinction-mass combinations for individual members of star cluster systems. Numerous tests and examples are presented. We show the importance of good photometric accuracies and of determining the cluster parameters independently without any prior assumptions.

[1]  B. Tinsley EVOLUTION OF THE STARS AND GAS IN GALAXIES. , 2022, 2203.02041.

[2]  S. Charlot,et al.  Spectral evolution of stellar populations using isochrone synthesis , 1993 .

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

[4]  A. Bressan,et al.  Uncertainties in the Modeling of Old Stellar Populations , 1996 .

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

[6]  D. Schlegel,et al.  Maps of Dust IR Emission for Use in Estimation of Reddening and CMBR Foregrounds , 1997, astro-ph/9710327.

[7]  D. Schlegel,et al.  Maps of Dust Infrared Emission for Use in Estimation of Reddening and Cosmic Microwave Background Radiation Foregrounds , 1998 .

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

[9]  A. Kinney,et al.  The Dust Content and Opacity of Actively Star-forming Galaxies , 1999, astro-ph/9911459.

[10]  Denis Foo Kune,et al.  Starburst99: Synthesis Models for Galaxies with Active Star Formation , 1999, astro-ph/9902334.

[11]  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.

[12]  L. Ho,et al.  An Ultraviolet through Infrared Look at Star Formation and Super Star Clusters in Two Circumnuclear Starburst Rings , 2001, astro-ph/0103213.

[13]  Nicolai BissantzAxel Munk New statistical goodness of fit techniques in noisy inhomogeneous inverse problems - With application to the recovering of the luminosity distribution of the Milky Way , 2001, astro-ph/0106351.

[14]  New insights on the accuracy of photometric redshift measurements , 2001, astro-ph/0110292.

[15]  Observatories of the Carnegie Institution of Washington,et al.  On the Optimization of Broad-Band Photometry for Galaxy Evolution Studies , 2002, astro-ph/0201013.

[16]  SED, metallicity and age of halo globular clusters in M 33 , 2002, astro-ph/0201442.

[17]  U. F. Alvensleben,et al.  Spectral and photometric evolution of simple stellar populations at various metallicities , 2002, astro-ph/0205117.

[18]  G. Gavazzi,et al.  Spectrophotometry of Galaxies in the Virgo Cluster. I. The Star Formation History , 2002 .

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

[20]  On biases in the predictions of stellar population synthesis models , 2002, astro-ph/0209307.

[21]  Cambridge,et al.  Star cluster formation and evolution in nearby starburst galaxies – II. Initial conditions , 2003, astro-ph/0305184.

[22]  Clusters in the inner spiral arms of M 51: The cluster IMF and the formation history , 2002, astro-ph/0210594.

[23]  S. Yi Uncertainties of Synthetic Integrated Colors as Age Indicators , 2002, astro-ph/0210202.

[24]  Peter Anders,et al.  Spectral and photometric evolution of young stellar populations: The impact of gaseous emission at various metallicities , 2003, astro-ph/0302146.

[25]  Cambridge,et al.  Star cluster formation and evolution in nearby starburst galaxies — I. Systematic uncertainties , 2003, astro-ph/0302286.

[26]  Star Cluster Formation and Evolution in the Dwarf Starburst Galaxy NGC 1569 , 2003, astro-ph/0309153.