Deriving physical parameters of unresolved star clusters. IX. Sky background effects in the aperture photometry
arXiv:2506.09622 · doi:10.1051/0004-6361/202555153
Abstract
The aperture photometry method is a powerful tool that enables us to study large star cluster systems efficiently. However, its accuracy depends on various factors, including the stochasticity of the stellar initial mass function and variations in the sky background. Previously, in the eighth paper of this series, we established the best achievable limits of the aperture photometry method for star cluster studies in the local universe. The aim of this study is to determine how the sky background affects the limits and applicability of the aperture photometry method in star cluster analysis. We used a large sample of star cluster models spanning the parameter space of M 31 clusters. To determine how the background affects star cluster photometry, we placed images of simulated clusters into five background fields of different stellar density from the Panchromatic Andromeda Treasury (PHAT) survey and measured them using aperture photometry. We determined age and mass limits for the M 31 disc star clusters at which photometric uncertainties are low enough to enable the determination of cluster parameters using the aperture photometry method. We demonstrated that for typical-size clusters, optimal aperture diameters are of ~3 half-light radii. We assessed cluster detection completeness in relation to varying sky background densities, based on the M 31 PHAT survey data. Our results suggest that a significant selection bias towards more compact clusters may exist in the PHAT survey. We derived low-mass limits of the cluster mass function (CMF) in the PHAT survey, reaching down to masses of ~500 in outer disc areas, ~1500 in middle disc or star-forming regions, and ~3000 in inner disc regions. Therefore, we stress a necessity of careful accounting for selection effects arising due to sky background variations when studying the CMF.
11 pages, 9 figures, accepted for publication in A&A
References in corpus (37)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Astropy: A Community Python Package for Astronomy
- On the variation of the Initial Mass Function
- PARSEC: stellar tracks and isochrones with the PAdova and TRieste Stellar Evolution Code
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- Correcting for the Effects of Interstellar Extinction
- Embedded Clusters in Molecular Clouds
- Young massive star clusters
- A new generation of PARSEC-COLIBRI stellar isochrones including the TP-AGB phase
- Star Clusters Across Cosmic Time
- The Panchromatic Hubble Andromeda Treasury
- The Panchromatic Hubble Andromeda Treasury X. Ultraviolet to Infrared Photometry of 117 Million Equidistant Stars
- SLUG -- Stochastically Lighting Up Galaxies. III: A Suite of Tools for Simulated Photometry, Spectroscopy, and Bayesian Inference with Stochastic Stellar Populations
- Star clusters near and far; tracing star formation across cosmic time
- The early evolution of the star cluster mass function
- Accounting for Stochastic Fluctuations when Analysing Integrated Light of Star Clusters. I: First Systematics
- Panchromatic Hubble Andromeda Treasury XVI. Star Cluster Formation Efficiency and the Clustered Fraction of Young Stars
- Panchromatic Hubble Andromeda Treasury XVIII. The High-mass Truncation of the Star Cluster Mass Function
- Effective Radii of Young, Massive Star Clusters in Two LEGUS Galaxies
- Radii of Young Star Clusters in Nearby Galaxies
- PHAT Stellar Cluster Survey I. Year 1 Catalog and Integrated Photometry
- PHAT Stellar Cluster Survey. II. Andromeda Project Cluster Catalog
- The Panchromatic Hubble Andromeda Treasury V: Ages and Masses of the Year 1 Stellar Clusters
- Deriving physical parameters of unresolved star clusters. I. Age, mass, and extinction degeneracies
- The Panchromatic Hubble Andromeda Treasury: Triangulum Extended Region (PHATTER). III. The Mass Function of Young Star Clusters in M33
- The Panchromatic Hubble Andromeda Treasury III. Measuring Ages and Masses of Partially Resolved Stellar Clusters
- An HST Survey of the Disk Cluster Population of M31. I. WFPC2 Pointings
- Deriving physical parameters of unresolved star clusters. II. The degeneracies of age, mass, extinction, and metallicity
- The Panchromatic Hubble Andromeda Treasury: Triangulum Extended Region (PHATTER). IV. Star Cluster Catalog
- Deriving star cluster parameters with convolutional neural networks. I. Age, mass, and size
- Stochastic stellar cluster IMFs: Models and impact on integrated cluster parameter determination
- A Survey of Star Clusters in the M31 South-West Field. UBVRI Photometry and Multi-Band Maps
- A Photometric Catalog of 77 Newly-recognized Star Clusters in M31
- An HST/WFPC Survey of Bright Young Clusters in M31. II. Photometry of Less Luminous Clusters in the Fields
- Deriving physical parameters of unresolved star clusters III. Application to M31 PHAT clusters
- Deriving physical parameters of unresolved star clusters. VII. Adaptive aperture photometry of the M31 PHAT star clusters
- Deriving physical parameters of unresolved star clusters. VIII. Limits of aperture photometry for star cluster studies