The Dependence of the Hierarchical Distribution of Star Clusters on Galactic Environment
arXiv:2108.04387 · doi:10.1093/mnras/stab2413
Abstract
We use the angular Two Point Correlation Function (TPCF) to investigate the hierarchical distribution of young star clusters in 12 local (3--18 Mpc) star-forming galaxies using star cluster catalogues obtained with the \textit{Hubble Space Telescope} (\textit{HST}) as part of the Treasury Program LEGUS (Legacy ExtraGalactic UV Survey). The sample spans a range of different morphological types, allowing us to infer how the physical properties of the galaxy affect the spatial distribution of the clusters. We also prepare a range of physically motivated toy models to compare with and interpret the observed features in the TPCFs. We find that, conforming to earlier studies, young clusters ($T \la 10\, \mathrm{Myr}$) have power-law TPCFs that are characteristic of fractal distributions with a fractal dimension , and this scale-free nature extends out to a maximum scale beyond which the distribution becomes Poissonian. However, , and vary significantly across the sample, and are correlated with a number of host galaxy physical properties, suggesting that there are physical differences in the underlying star cluster distributions. We also find that hierarchical structuring weakens with age, evidenced by flatter TPCFs for older clusters ($T \ga 10\, \mathrm{Myr}$), that eventually converges to the residual correlation expected from a completely random large-scale radial distribution of clusters in the galaxy in . Our study demonstrates that the hierarchical distribution of star clusters evolves with age, and is strongly dependent on the properties of the host galaxy environment.
arXiv comment19 pages, 8 figures. Accepted for publication in MNRAS. Code for analysis and reproducing results available at https://github.com/shm-1996/legus-tpcf
References in corpus (150)
- Scikit-learn: Machine Learning in Python
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- Measuring Reddening with SDSS Stellar Spectra and Recalibrating SFD
- On the variation of the Initial Mass Function
- The Dust Content and Opacity of Actively Star-Forming Galaxies
- The Global Schmidt Law in Star Forming Galaxies
- Starburst99: Synthesis Models for Galaxies with Active Star Formation
- Embedded Clusters in Molecular Clouds
- Evolutionary tracks and isochrones for low- and intermediate-mass stars: from 0.15 to 7 M_sun, and from Z=0.0004 to 0.03
- Theory of Star Formation
- The Star Formation Law in Nearby Galaxies on Sub-Kpc Scales
- Control of star formation by supersonic turbulence
- THINGS: The HI Nearby Galaxy Survey
- SINGS: The SIRTF Nearby Galaxies Survey
- Interstellar Turbulence I: Observations and Processes
- SparsePak: A Formatted Fiber Field Unit for The WIYN Telescope Bench Spectrograph. I. Design, Construction, and Calibration
- Cold Dark Clouds: The Initial Conditions for Star Formation
- High-Resolution Rotation Curves and Galaxy Mass Models from THINGS
- Cosmicflows-2: The Data
- Star Clusters Across Cosmic Time
- HERACLES: The HERA CO-Line Extragalactic Survey
- The Statistics of Supersonic Isothermal Turbulence
- COLD GASS, an IRAM legacy survey of molecular gas in massive galaxies: I. Relations between H2, HI, stellar content and structural properties
- Optimization of Starburst99 for Intermediate-Age and Old Stellar Populations
- KINGFISH -- Key Insights on Nearby Galaxies: A Far-Infrared Survey with Herschel: Survey Description and Image Atlas
- The 2013 Release of Cloudy
- Spitzer Observations of NGC 1333: A Study of Structure and Evolution in a Nearby Embedded Cluster
- Gravitational Collapse in Turbulent Molecular Clouds. I. Gasdynamical Turbulence
- High-resolution mass models of dwarf galaxies from LITTLE THINGS
- Little Things
- Homogeneous Velocity-Distance Data for Peculiar Velocity Analysis. III. The Mark III Catalog of Galaxy Peculiar Velocities
- The statistical Analysis of Star Clusters
- A Classical Morphological Analysis of Galaxies in the Spitzer Survey of Stellar Structure in Galaxies (S4G)
- CMasher: Scientific colormaps for making accessible, informative and 'cmashing' plots
- The spectral evolution of the first galaxies. I. James Webb Space Telescope detection limits and color criteria for population III galaxies
- The lifecycle of molecular clouds in nearby star-forming disc galaxies
- Introduction to astroML: Machine Learning for Astrophysics
- The PdBI Arcsecond Whirlpool Survey (PAWS). I. A Cloud-Scale/Multi-Wavelength View of the Interstellar Medium in a Grand-Design Spiral Galaxy
- Kinematics of the Local Universe XIII. 21-cm line measurements of 452 galaxies with the Nançay radiotelescope, JHK Tully-Fisher relation and preliminary maps of the peculiar velocity field
- Hierarchical Star Formation from the Time-Space Distribution of Star Clusters in the Large Magellanic Cloud
- Legacy ExtraGalactic UV Survey (LEGUS) with The Hubble Space Telescope. I. Survey Description
- Galaxy Groups within 3500 km s
- The Fractal Density Structure in Supersonic Isothermal Turbulence: Solenoidal versus Compressive Energy Injection
- On the Rapid Collapse and Evolution of Molecular Clouds
- Distances to PHANGS Galaxies: New Tip of the Red Giant Branch Measurements and Adopted Distances
- A Multi-Wavelength Study of the Young Star Clusters and Interstellar Medium in the Antennae Galaxies (NGC 4038/9)
- A Fractal Analysis of the HI Emission from the Large Magellanic Cloud
- Modeling the formation and evolution of star cluster populations in galaxy simulations
- Legacy ExtraGalactic UV Survey with The Hubble Space Telescope. Stellar cluster catalogues and first insights into cluster formation and evolution in NGC 628
- PHANGS CO kinematics: disk orientations and rotation curves at 150 pc resolution
- From Spitzer Galaxy Photometry to Tully-Fisher Distances
- CHAOS III: Gas-Phase Abundances in NGC5457
- Hierarchical Star Formation in M51: Star/Cluster Complexes
- High- and Low-Mass Star Forming Regions from Hierarchical Gravitational Fragmentation. High local Star Formation Rates with Low Global Efficiencies
- A simple and accurate approximation for the Q stability parameter in multi-component and realistically thick discs
- The EMPIRE Survey: Systematic Variations in the Dense Gas Fraction and Star Formation Efficiency from Full-Disk Mapping of M51
- Hierarchical Cluster Assembly in Globally Collapsing Clouds
- The Physics of Star Cluster Formation and Evolution
- Super star clusters in Haro 11: Properties of a very young starburst and evidence for a near-infrared flux excess
- Fractal Structure in Galactic Star Fields
- Hierarchical Star Formation in the Spiral Galaxy NGC 628
- The spatial distribution of stars in open clusters
- The Local Volume HI Survey (LVHIS)
- The Fractal Dimension of Projected Clouds
- Hierarchical Star-Formation in M33: Fundamental properties of the star-forming regions
- Interpreting the Mean Surface Density of Companions in Star-Forming Regions
- A unified model for the maximum mass-scales of molecular clouds, stellar clusters, and high-redshift clumps
- The PdBI Arcsecond Whirlpool Survey (PAWS): Multi-phase cold gas kinematic of M51
- The resolved stellar populations in the LEGUS galaxies
- Connecting Young Star Clusters to CO Molecular Gas in NGC 7793 with ALMA-LEGUS
- The Spatial Relation between Young Star Clusters and Molecular Clouds in M 51 with LEGUS
- Uncovering the Origins of Spiral Structure by Measuring Radial Variation in Pattern Speeds
- Bars do drive spiral density waves
- Effective Radii of Young, Massive Star Clusters in Two LEGUS Galaxies
- The Hierarchical Distribution of the Young Stellar Clusters in Six Local Star Forming Galaxies
- High resolution 21 cm mapping of the Ursa Major Galactic cirrus: power spectra of the high-latitude HI gas
- On the Disruption of Star Clusters in a Hierarchical Interstellar Medium
- Highly efficient star formation in NGC 5253 possibly from stream-fed accretion
- The turbulent formation of stars
- Stability of Galactic Gas Disks and the Formation of Massive Clusters
- The spatial distribution of star and cluster formation in M51
- The Complex Distribution of Recently Formed Stars. Bimodal Stellar Clustering in the Star-Forming Region NGC 346
- The Brightest Young Star Clusters in NGC 5253
- The Star Formation Rate of Molecular Clouds
- The young star cluster population of M51 with LEGUS - II. Testing environmental dependencies
- The Spatial Distribution of the Young Stellar Clusters in the Star Forming Galaxy NGC 628
- H Morphologies of Star Clusters: A LEGUS study of HII region evolution timescales and stochasticity in low mass clusters
- The Young Star Cluster population of M51 with LEGUS: I. A comprehensive study of cluster formation and evolution
- A New Method to Measure and Map the Gas Scale-Height of Disk Galaxies
- Unbound Young Stellar Systems: Star Formation on the loose
- Molecular Gas and the Young Starburst in NGC 5253, Revisited
- Star Cluster Catalogs for the LEGUS Dwarf Galaxies
- Hierarchical Star Formation in Nearby LEGUS Galaxies
- Embedded Star Clusters in the W51 Giant Molecular Cloud
- Star Clusters in Evolving Galaxies
- The Birth of a Super Star Cluster: NGC 5253
- Hierarchical star formation in the Milky Way disk
- Evolution of stellar structure in the Small Magellanic Cloud
- Unusual magnetic fields in the interacting spiral NGC 3627
- Search For Star Cluster Age Gradients Across Spiral Arms of Three LEGUS Disk Galaxies
- Hierarchical Star Formation in Turbulent Media: Evidence from Young Star Clusters
- The Age Distribution of Clusters in M83
- ALMA Detects CO(3-2) within a Super Star Cluster in NGC5253
- Infrared Properties of Star Forming Dwarf Galaxies: I. Dwarf Irregular Galaxies in the Local Volume
- LEGUS and Halpha-LEGUS Observations of Star Clusters in NGC 4449: Improved Ages and the Fraction of Light in Clusters as a Function of Age
- A Catalog of OB Associations in the spiral galaxy NGC 300
- Ultraviolet Signatures of Tidal Interaction in the Giant Spiral Galaxy, M101
- Aperture Synthesis Observations of the Nearby Spiral NGC 6503: Modeling the Thin and Thick HI Disks
- WALLABY Early Science - III. An HI Study of the Spiral Galaxy NGC 1566
- Galactic Bar/Spiral Arm Interactions in NGC3627
- The Scale Height of NGC 1058 Measured from its HI Power Spectrum
- Hierarchical star formation across the grand design spiral NGC1566
- Young star cluster populations in the E-MOSAICS simulations
- The Fractal Distribution of HII Regions in Disk Galaxies
- The Local Volume HI Survey: star formation properties
- Star formation histories of the LEGUS dwarf galaxies (III): the non-bursty nature of 23 star forming dwarf galaxies
- Looking for obscured young star clusters in NCG 1313
- Revealing a Ring-like Cluster Complex in a Tidal Tail of the Starburst Galaxy NGC 2146
- A Turbulent Origin for Flocculent Spiral Structure in Galaxies: II. Observations and Models of M33
- Statistical fractal analysis of 25 young star clusters
- Mapping Spatial Variations of HI Turbulent Properties in the Small and Large Magellanic Cloud
- The VMC Survey XXII. Hierarchical Star Formation in the 30 Doradus-N158-N159-N160 Star-Forming Complex
- The relation between the turbulent Mach number and observed fractal dimensions of turbulent clouds
- Structure and Colors of Diffuse Emission in the Spitzer Galactic First Look Survey
- The structure and characteristic scales of molecular clouds
- Exploring the IMF of star clusters: a joint SLUG and LEGUS effort
- ALMA Observations toward the starburst dwarf galaxy NGC 5253: I. Molecular cloud properties and scaling relations
- Hierarchy and size distribution function of star formation regions in the spiral galaxy NGC 628
- The HI Chronicles of LITTLE THINGS BCDS III: Gas Clouds in and around Mrk 178, VII Zw 403, AND NGC 3738
- Probing the anomalous extinction of four young star clusters: the use of colour-excess, main sequence fitting and fractal analysis
- Mass Functions in Fractal Clouds: The Role of Cloud Structure in the Stellar Initial Mass Function
- The Three Young Nuclear Super Star Clusters in NGC 5253
- Star Formation Histories of the LEGUS Spiral Galaxies. I. The flocculent spiral NGC 7793
- Spatial Power Spectra of Dust across the Local Group: No Constraint on Disc Scale Height
- Distribution of star-forming complexes in dwarf irregular galaxies
- The Nature of the Gould Belt from a Fractal Analysis of its Stellar Population
- The Correlation Dimension of Young Stars in Dwarf Galaxies
- On the Dispersal of Young Stellar Hierarchies
- Tracing young star-forming clumps in the nearby flocculent spiral galaxy NGC 7793 with UVIT imaging
- Hierarchical star formation in nearby galaxies
- Evidence of an interaction from resolved stellar populations: The curious case of NGC1313
- The Nature and Nurture of Star Clusters
- A study of two dwarf irregular galaxies with asymmetrical star formation distributions
- Evidence for a Strong End-On Bar in the Ringed Sigma-Drop Galaxy NGC 6503
- The Panchromatic Hubble Andromeda Treasury. Progression of Large-Scale Star Formation across Space and Time in M31
- An ALMA-HST Study of Millimeter Dust Emission and Star Clusters
Cited by in corpus (9)
- PHANGS: Constraining Star Formation Timescales Using the Spatial Correlations of Star Clusters and Giant Molecular Clouds
- Spatial metallicity distribution statistics at pc scales in the AMUSING++ nearby galaxy sample
- Clusters, Clouds, and Correlations: Relating Young Clusters to Giant Molecular Clouds in M33 and M31
- Constraining the LyC escape fraction from LEGUS star clusters with SIGNALS HII region observations: A pilot study of NGC 628
- Topography of the Young Galactic Disk: Spatial and Kinematic Patterns of the Clustered Star Formation in the Solar Neighborhood
- Cloud structure and young star distribution in the Dragonfish complex
- A Tale of NGC 3785: The Formation of an Ultra-Diffuse Galaxy at the end of the Longest Tidal Tail
- A FUV-optical approach for studying hierarchical star formation in nearby galaxies with UVIT
- Investigating the young stellar populations and hierarchies in nearby galaxies with the UVIT. II. Presenting the properties of ~25,000 UV-detected star-forming clumps