MASSCLEANage -- Stellar Cluster Ages from Integrated Colors --
arXiv:1007.3718 · doi:10.1088/0004-637X/724/1/296
Abstract
We present the recently updated and expanded MASSCLEANcolors, a database of 70 million Monte Carlo models selected to match the properties (metallicity, ages and masses) of stellar clusters found in the Large Magellanic Cloud (LMC). This database shows the rather extreme and non-Guassian distribution of integrated colors and magnitudes expected with different cluster age and mass and the enormous age degeneracy of integrated colors when mass is unknown. This degeneracy could lead to catastrophic failures in estimating age with standard SSP models, particularly if most of the clusters are of intermediate or low mass, like in the LMC. Utilizing the MASSCLEANcolors database, we have developed MASSCLEANage, a statistical inference package which assigns the most likely age and mass (solved simultaneously) to a cluster based only on its integrated broad-band photometric properties. Finally, we use MASSCLEANage to derive the age and mass of LMC clusters based on integrated photometry alone. First we compare our cluster ages against those obtained for the same seven clusters using more accurate integrated spectroscopy. We find improved agreement with the integrated spectroscopy ages over the original photometric ages. A close examination of our results demonstrate the necessity of solving simultaneously for mass and age to reduce degeneracies in the cluster ages derived via integrated colors. We then selected an additional subset of 30 photometric clusters with previously well constrained ages and independently derive their age using the MASSCLEANage with the same photometry with very good agreement. The MASSCLEANage program is freely available under GNU General Public License.
17 pages, 11 figures. Accepted for publication in The Astrophysical Journal. Full resolution figures available in journal version
References in corpus (8)
- The mass function of young star clusters in spiral galaxies
- New Tests for Disruption Mechanisms of Star Clusters: The Large and Small Magellanic Clouds
- A Comparison of Optical and Near-Infrared Colours of Magellanic Cloud Star Clusters with Predictions of Simple Stellar Population Models
- Joint Analysis of near-infrared properties and surface brightness fluctuations of LMC star clusters
- Biases on initial mass function determinations. III. Cluster masses derived from unresolved photometry
- MASSCLEANcolors - Mass Dependent Integrated Colors for Stellar Clusters Derived from 30 Million Monte Carlo Simulations -
- Integrated parameters of star clusters: A comparison of theory and observations
- Monte Carlo Simulations of Metal-Poor Star Clusters
Cited by in corpus (38)
- A GALEX Ultraviolet Imaging Survey of Galaxies in the Local Volume
- Probing the role of the galactic environment in the formation of stellar clusters; using M83 as a test bench
- SLUG -- Stochastically Lighting Up Galaxies. III: A Suite of Tools for Simulated Photometry, Spectroscopy, and Bayesian Inference with Stochastic Stellar Populations
- SLUG - Stochastically Lighting Up Galaxies. II: Quantifying the Effects of Stochasticity on Star Formation Rate Indicators
- Approximate Bayesian Computation for Astronomical Model Analysis: A Case Study in Galaxy Demographics and Morphological Transformation at High Redshift
- The star cluster - field star connection in nearby spiral galaxies. II. Field star and cluster formation histories and their relation
- Effective Radii of Young, Massive Star Clusters in Two LEGUS Galaxies
- Detailed abundance analysis from integrated high-dispersion spectroscopy: Globular clusters in the Fornax Dwarf Spheroidal
- Analysing star cluster populations with stochastic models: the HST/WFC3 sample of clusters in M83
- Sizes and Shapes of Young Star Cluster Light Profiles in M83
- An IMF Study of the Dwarf Starburst Galaxy NGC 4214
- Age and Mass for 920 LMC Clusters Derived from 100 Million Monte Carlo Simulations
- The ACS Nearby Galaxy Survey Treasury. X. Quantifying the Star Cluster Formation Efficiency of Nearby Dwarf Galaxies
- Star Cluster Properties in Two LEGUS Galaxies Computed with Stochastic Stellar Population Synthesis Models
- Being WISE I: Validating Stellar Population Models and M/L ratios at 3.4 and 4.6 microns
- The stochastic nature of stellar population modelling
- Deriving physical parameters of unresolved star clusters. I. Age, mass, and extinction degeneracies
- The NGC 5253 star cluster system. I. Standard modelling and infrared-excess sources
- Astrophysical properties of star clusters in the Magellanic Clouds homogeneously estimated by
- The Panchromatic Hubble Andromeda Treasury III. Measuring Ages and Masses of Partially Resolved Stellar Clusters
- The Snapshot Hubble U-Band Cluster Survey (SHUCS). I. Survey Description and First Application to the Mixed Star Cluster Population of NGC 4041
- The Snapshot Hubble U-Band Cluster Survey (SHUCS) II. Star Cluster Population of NGC 2997
- Deriving physical parameters of unresolved star clusters. II. The degeneracies of age, mass, extinction, and metallicity
- NGC 2782: a merger remnant with young stars in its gaseous tidal tail
- No compelling evidence of significant early star cluster disruption in the Large Magellanic Cloud
- A revisited study of Cepheids in open clusters in the Gaia era
- The Range of Variation of the Mass of the Most Massive Star in Stellar Clusters Derived from 35 Million Monte Carlo Simulations
- SLUG IV: A Novel Forward-Modelling Method to Derive the Demographics of Star Clusters
- Bayesian isochrone fitting and stellar ages
- The merger history, AGN and dwarf galaxies of Hickson Compact Group 59
- Deriving physical parameters of unresolved star clusters III. Application to M31 PHAT clusters
- Systematic differences in simple stellar population model results: Application to the M31 globular-like cluster system
- On the precision of full-spectrum fitting of simple stellar populations. II. The dependence on star cluster mass in the wavelength range 0.3-5.0 m
- Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey
- Deriving physical parameters of unresolved star clusters IV. The M33 star cluster system
- Ks Band Luminosity Evolution of the Asymptotic Giant Branch Population Based on Star Clusters in the Large Magellanic Cloud
- Synthetic stellar spectra to study multiple populations in globular clusters: an extended grid and the effects on the integrated light
- Euclid: Early Release Observations -- The star cluster systems of the Local Group dwarf galaxies IC 10 and NGC 6822