Giant Molecular Cloud Catalogues for PHANGS-ALMA: Methods and Initial Results
arXiv:2101.04697 · doi:10.1093/mnras/stab085
Abstract
We present improved methods for segmenting CO emission from galaxies into individual molecular clouds, providing an update to the CPROPS algorithms presented by Rosolowsky & Leroy (2006; arXiv:astro-ph/0601706 ). The new code enables both homogenization of the noise and spatial resolution among data, which allows for rigorous comparative analysis. The code also models the completeness of the data via false source injection and includes an updated segmentation approach to better deal with blended emission. These improved algorithms are implemented in a publicly available python package, PYCPROPS. We apply these methods to ten of the nearest galaxies in the PHANGS-ALMA survey, cataloguing CO emission at a common 90 pc resolution and a matched noise level. We measure the properties of 4986 individual clouds identified in these targets. We investigate the scaling relations among cloud properties and the cloud mass distributions in each galaxy. The physical properties of clouds vary among galaxies, both as a function of galactocentric radius and as a function of dynamical environment. Overall, the clouds in our target galaxies are well-described by approximate energy equipartition, although clouds in stellar bars and galaxy centres show elevated line widths and virial parameters. The mass distribution of clouds in spiral arms has a typical mass scale that is 2.5x larger than interarm clouds and spiral arms clouds show slightly lower median virial parameters compared to interarm clouds (1.2 versus 1.4).
Accepted to MNRAS. Catalogues, code, and atlas available at http://phangs.org/data
References in corpus (108)
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- scikit-image: Image processing in Python
- The CO-to-H2 Conversion Factor
- The Molecular Interstellar Medium in Ultraluminous Infrared Galaxies
- Molecular Gas and Star Formation in Nearby Disk Galaxies
- Re-examining Larson's Scaling Relationships in Galactic Molecular Clouds
- The Role of Pressure in GMC Formation II: The H_2 - Pressure Relation
- The CO-to-H2 Conversion Factor and Dust-to-Gas Ratio on Kiloparsec Scales in Nearby Galaxies
- Structural Analysis of Molecular Clouds: Dendrograms
- The Resolved Properties of Extragalactic Giant Molecular Clouds
- The Spitzer Survey of Stellar Structure in Galaxies (S^4G)
- A characteristic oxygen abundance gradient in galaxy disks unveiled with CALIFA
- The Universality of Turbulence in Galactic Molecular Clouds
- Physical properties of molecular clouds for the entire Milky Way disk
- Bias-free Measurement of Giant Molecular Cloud Properties
- The Equilibrium State of Molecular Regions in the Outer Galaxy
- A z=0 Multi-wavelength Galaxy Synthesis I: A WISE and GALEX Atlas of Local Galaxies
- The lifecycle of molecular clouds in nearby star-forming disc galaxies
- Star Formation in Disk Galaxies. I. Formation and Evolution of Giant Molecular Clouds via Gravitational Instability and Cloud Collisions
- The Magellanic Mopra Assessment (MAGMA). I. The Molecular Cloud Population of the Large Magellanic Cloud
- The PdBI Arcsecond Whirlpool Survey (PAWS): Environmental Dependence of Giant Molecular Cloud Properties in M51
- Fast and inefficient star formation due to short-lived molecular clouds and rapid feedback
- The PdBI Arcsecond Whirlpool Survey (PAWS). I. A Cloud-Scale/Multi-Wavelength View of the Interstellar Medium in a Grand-Design Spiral Galaxy
- Giant Molecular Clouds in M33 - I. BIMA All Disk Survey
- Cloud-Scale Molecular Gas Properties in 15 Nearby Galaxies
- Molecular gas kinematics within the central 250 pc of the Milky Way
- ALMA Reveals the Molecular Medium Fueling the Nearest Nuclear Starburst
- CO-dark gas and molecular filaments in Milky Way type galaxies
- Distances to PHANGS Galaxies: New Tip of the Red Giant Branch Measurements and Adopted Distances
- The Mass Spectra of Giant Molecular Clouds in the Local Group
- A sub-parsec resolution simulation of the Milky Way: Global structure of the ISM and properties of molecular clouds
- A Comparative Study of Giant Molecular Clouds in M51, M33 and the Large Magellanic Cloud
- A Uniform Catalog of Molecular Clouds in the Milky Way
- The Exciting Lives of Giant Molecular Clouds
- The Plateau de Bure + 30m Arcsecond Whirlpool Survey reveals a thick disk of diffuse molecular gas in the M51 galaxy
- Dynamically Driven Evolution of the Interstellar Medium in M51
- Molecular gas in the Andromeda galaxy
- Molecular and Atomic Gas in the Local Group Galaxy M33
- Velocity and density spectra of the Small Magellanic Cloud
- PHANGS CO kinematics: disk orientations and rotation curves at 150 pc resolution
- Molecular Gas Properties on Cloud Scales Across the Local Star-forming Galaxy Population
- The JCMT Gould Belt Survey: First results from the SCUBA-2 observations of the Ophiuchus molecular cloud and a virial analysis of its prestellar core population
- Deriving a multivariate CO-to-H conversion function using the [CII]/CO(1-0) ratio and its application to molecular gas scaling relations
- Dynamical Equilibrium in the Molecular ISM in 28 Nearby Star-Forming Galaxies
- The linewidth-size relationship in the dense ISM of the Central Molecular Zone
- The Perils of Clumpfind: The Mass Spectrum of Sub-structures in Molecular Clouds
- Physical Properties of Giant Molecular Clouds in the Large Magellanic Cloud
- Giant Molecular Clouds in M64
- Catalogue of the morphological features in the Spitzer Survey of Stellar Structure in Galaxies (SG)
- A Portrait of Cold Gas in Galaxies at 60pc Resolution and a Simple Method to Test Hypotheses That Link Small-Scale ISM Structure to Galaxy-Scale Processes
- ALMA Observations of the Antennae Galaxies: I. A New Window on a Prototypical Merger
- Graph-based interpretation of the Molecular Interstellar Medium Segmentation
- The Mass Function of Super Giant Molecular Complexes and Implications for Forming Young Massive Star Clusters in the Antennae (NGC 4038/39)
- A Model for the Onset of Self-gravitation and Star Formation in Molecular Gas Governed by Galactic Forces: I. Cloud-scale Gas Motions
- An Excursion-Set Model for the Structure of GMCs and the ISM
- Resolved Giant Molecular Clouds in Nearby Spiral Galaxies: Insights from the CANON CO (1-0) Survey
- A unified model for the maximum mass-scales of molecular clouds, stellar clusters, and high-redshift clumps
- The SAMI Galaxy Survey: Exploring the gas-phase Mass-Metallicity Relation
- Physical Properties of Molecular Clouds at 2 parsec Resolution in the Low-Metallicity Dwarf Galaxy NGC 6822 and the Milky Way
- Short GMC lifetimes: an observational estimate with the PdBI Arcsecond Whirlpool Survey (PAWS)
- Distribution and mass of diffuse and dense CO gas in the Milky Way
- The dynamical evolution of molecular clouds near the Galactic Centre - II. Spatial structure and kinematics of simulated clouds
- How Galactic Environment affects the Dynamical State of Molecular Clouds and their Star Formation Efficiency
- Does External Pressure Explain Recent Results for Molecular Clouds?
- WISDOM Project - II: Molecular gas measurement of the supermassive black hole mass in NGC4697
- A general theory for the lifetimes of giant molecular clouds under the influence of galactic dynamics
- The integrated properties of the molecular clouds from the JCMT CO(3-2) High Resolution Survey
- The ALMA view of GMCs in NGC 300: Physical Properties and Scaling Relations at 10 pc Resolution
- Do Giant Molecular Clouds Care About the Galactic Structure?
- The Interstellar Medium and Star Formation in Edge-On Galaxies. II. NGC 4157, 4565, and 5907
- Giant Molecular Clouds in the Early-Type Galaxy NGC4526
- Two Populations of Molecular Clouds in the Antennae Galaxies
- What can simulated molecular clouds tell us about real molecular clouds?
- M82, Starbursts, Star Clusters, and the Formation of Globular Clusters
- The geometry of the gas surrounding the Central Molecular Zone: on the origin of localised molecular clouds with extreme velocity dispersions
- The role of galactic dynamics in shaping the physical properties of giant molecular clouds in Milky Way-like galaxies
- A fundamental test for stellar feedback recipes in galaxy simulations
- Evolution of giant molecular clouds across cosmic time
- Properties and rotation of molecular clouds in M 33
- Galactic Bar/Spiral Arm Interactions in NGC3627
- The effects of subgrid models on the properties of giant molecular clouds in galaxy formation simulations
- Giant molecular clouds in the non-grand design spiral galaxy NGC 6946
- Molecular Gas Velocity Dispersions in the Andromeda Galaxy
- ALMA CO (J=1--0) imaging of the nearby galaxy M83: Variations in the efficiency of star formation in giant molecular clouds
- The headlight cloud in NGC 628: An extreme giant molecular cloud in a typical galaxy disk
- The dynamical evolution of molecular clouds near the Galactic Centre -- III. Tidally--induced star formation in protocluster clouds
- ALMA Spatially-resolved Dense Molecular Gas Survey of Nearby Ultraluminous Infrared Galaxies
- Mass Functions of Giant Molecular Clouds and Young Star Clusters in Six Nearby Galaxies
- Constraints on Upper Cutoffs in the Mass Functions of Young Star Clusters
- Scaling relations of the properties for CO resolved structures in nearby spiral galaxies
- Giant Molecular Cloud Formation in Disk Galaxies: Characterizing Simulated versus Observed Cloud Catalogues
- Simulations of the star-forming molecular gas in an interacting M51-like galaxy: cloud population statistics
- First Observations of Individual Molecular Clouds in the Irregular Galaxy NGC 6822
- How do different spiral arm models impact the ISM and GMC population?
- GMCs scaling relations: role of the cloud definition
- What is a GMC? Are Observers and Simulators Discussing the Same Star-forming Clouds?
- Comparing the Properties of GMCs in M33 from Simulations and Observations
- Molecular Gas Properties in M83 from CO PDFs
- Properties of giant molecular clouds in the strongly barred galaxy NGC1300
- Probing the AGN Unification Model at redshift z 3 with MUSE observations of giant Ly nebulae
- Variation in GMC Association Properties Across Bars, Spiral Arms, Inter-Arms, and Circumnuclear Region of M100 (NGC 4321) Extracted from ALMA Observations
- The changing GMC population in galaxy interactions
- The Cloud Factory II: Gravoturbulent Kinematics of Resolved Molecular Clouds in a Galactic Potential
- Physical Properties and Scaling Relations of Molecular Clouds: the Impact of Star Formation
- A detailed view of a Molecular Cloud in the far outer disk of M33
- ALMA Observations of the Molecular Clouds in NGC 625
- Autonomous Gaussian decomposition of the Galactic Ring Survey. II. The Galactic distribution of 13CO
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- PHANGS-ALMA Data Processing and Pipeline
- Stellar structures, molecular gas, and star formation across the PHANGS sample of nearby galaxies
- The PHANGS-HST Survey: Physics at High Angular resolution in Nearby GalaxieS with the Hubble Space Telescope
- The PHANGS-JWST Treasury Survey: Star Formation, Feedback, and Dust Physics at High Angular resolution in Nearby GalaxieS
- Molecular Cloud Populations in the Context of Their Host Galaxy Environments: A Multiwavelength Perspective
- Low-J CO Line Ratios From Single Dish CO Mapping Surveys and PHANGS-ALMA
- The PHANGS-MUSE Nebula Catalogue
- Environmental dependence of the molecular cloud lifecycle in 54 main sequence galaxies
- Introducing EMP-Pathfinder: modelling the simultaneous formation and evolution of stellar clusters in their host galaxies
- The Physical Drivers and Observational Tracers of CO-to-H2 Conversion Factor Variations in Nearby Barred Galaxy Centers
- The EDGE-CALIFA survey: The role of spiral arms and bars in driving central molecular gas concentrations
- PHANGS-JWST First Results: Duration of the early phase of massive star formation in NGC628
- Dense molecular gas properties on 100 pc scales across the disc of NGC 3627
- Pre-supernova feedback sets the star cluster mass function to a power law and reduces the cluster formation efficiency
- The ALMOND Survey: Molecular cloud properties and gas density tracers across 25 nearby spiral galaxies with ALMA
- The Gas-Star Formation Cycle in Nearby Star-forming Galaxies II. Resolved Distributions of CO and H Emission for 49 PHANGS Galaxies
- Variations in the plane across galactic environments in PHANGS galaxies
- PHANGS-JWST First Results: The 21 m Compact Source Population
- Molecular gas cloud properties at revealed by the superb angular resolution achieved with ALMA and gravitational lensing
- Fuelling the nuclear ring of NGC 1097
- A 2-3 mm high-resolution molecular line survey towards the centre of the nearby spiral galaxy NGC 6946
- Chaotic and Clumpy Galaxy Formation in an Extremely Massive Reionization-Era Halo
- PHANGS: Constraining Star Formation Timescales Using the Spatial Correlations of Star Clusters and Giant Molecular Clouds
- Stellar associations powering HII regions $\unicode{x2013}$ I. Defining an evolutionary sequence
- The SEDIGISM survey: The influence of spiral arms on the molecular gas distribution of the inner Milky Way
- Diverse Molecular Structures Across The Whole Star-Forming Disk of M83: High fidelity Imaging at 40pc Resolution
- The organization of cloud-scale gas density structure: high resolution CO vs. 3.6 m brightness contrasts in nearby galaxies
- Stellar feedback in M83 as observed with MUSE -- I. Overview, an unprecedented view of the stellar and gas kinematics and evidence of outflowing gas
- PHANGS-JWST First Results: Stellar Feedback-Driven Excitation and Dissociation of Molecular Gas in the Starburst Ring of NGC 1365?
- Multi-Scale Stellar Associations across the Star Formation Hierarchy in PHANGS-HST Nearby Galaxies: Methodology and Properties
- On the initial mass-radius relation of stellar clusters
- Molecular gas and star formation within 12 strong galactic bars observed with IRAM-30m
- PHANGS-MeerKAT and MHONGOOSE HI observations of nearby spiral galaxies: physical drivers of the molecular gas fraction,
- The SEDIGISM survey: Molecular cloud morphology. I. Classification and star formation
- Molecular gas and star formation in nearby starburst galaxy mergers
- WISDOM Project -- XV. Giant Molecular Clouds in the Central Region of the Barred Spiral Galaxy NGC 5806
- The effects of local stellar radiation and dust depletion on non-equilibrium interstellar chemistry
- From giant clumps to clouds IV: extreme star-forming clumps on top of universal cloud scaling relations in gas-rich galaxies
- A panoptic view of the Taurus molecular cloud I. The cloud dynamics revealed by gas emission and 3D dust
- Bird's eye view of molecular clouds in the Milky Way: II. Cloud kinematics from sub-pc to kpc scales
- CO(2-1)/CO(1-0) line ratio on 100 parsec scale in the nearby barred galaxy NGC1300
- Clusters, Clouds, and Correlations: Relating Young Clusters to Giant Molecular Clouds in M33 and M31
- Possible origins of anomalous HI gas around MHONGOOSE galaxy, NGC 5068
- Dependence of Molecular Cloud Samples on Angular Resolution, Sensitivity, and Algorithms
- PHANGS-ALMA: Arcsecond CO(2-1) Imaging of Nearby Star-Forming Galaxies
- Quenching star formation with low-luminosity AGN winds
- Distance determination of molecular clouds in the 1st quadrant of the Galactic plane using deep learning : I. Method and Results
- Pre-supernova feedback mechanisms drive the destruction of molecular clouds in nearby star-forming disc galaxies
- A new analytic approach to infer the cosmic-ray ionization rate in hot molecular cores from HCO, NH, and CO observations
- Comparing the Locations of Supernovae to CO (2-1) Emission in their Host Galaxies
- Cloud properties across spatial scales in simulations of the interstellar medium
- ACA CO() Mapping of the Nearest Spiral Galaxy M33. I. Initial Results and Identification of Molecular Clouds
- Effects of stellar feedback on cores in STARFORGE
- Molecular gas scaling relations for local star-forming galaxies in the low- regime
- CI and CO in Nearby Spiral Galaxies -- I. Line Ratio and Abundance Variations at ~ 200 pc Scales
- Extreme giant molecular clouds in the luminous infrared galaxy NGC 3256
- The impact of HII regions on Giant Molecular Cloud properties in nearby galaxies sampled by PHANGS ALMA and MUSE
- The PHANGS-MUSE/HST-Halpha Nebulae Catalogue
- Modelling Star Cluster Formation: Gas Accretion
- Reconciling extragalactic star formation efficiencies with theory: insights from PHANGS
- A sensitive, high-resolution, wide-field IRAM NOEMA CO(1-0) survey of the very nearby spiral galaxy IC 342
- Giant molecular clouds and their Type classification in M74: Toward understanding star formation and cloud evolution
- Molecular clouds in M51 from high-resolution extinction mapping
- Filamentary Hierarchies and Superbubbles I: Characterizing filament properties across a simulated spiral galaxy
- Preliminary analysis on the noise characteristics of MWISP data
- Duration and properties of the embedded phase of star formation in 37 nearby galaxies from PHANGS-JWST
- Understanding the Universal Dust Attenuation Scaling Relation of Star-Forming Galaxies
- ACA CO(J=2-1) Mapping of the Nearest Spiral Galaxy M33. II. Exploring the Evolution of Giant Molecular Clouds
- The Hierarchical Dynamical State of Molecular Gas from 3 to 300 pc in NGC 253
- Physical parameters of stellar population in star formation regions of galaxies
- Does the HCN/CO ratio trace the star-forming fraction of gas? II. Variations in CO and HCN Emissivity
- Cloud populations versus galactic environment in NGC4689, NGC628, NGC1566, and NGC4321
- Bright [CII]158m Streamers as a Beacon for Giant Galaxy Formation in SPT234956 at
- Quantitative analysis of the molecular gas morphology in nearby disk galaxies
- Investigating variations in the dust emissivity index in the Andromeda galaxy
- Parameters of Star Formation Regions in Galaxies NGC 3963 and NGC 7292
- Luminosity functions and IMF variations from large samples of HII regions and molecular clouds
- Sub-kpc scale gas density histogram of the Galactic molecular gas: a new statistical method to characterise galactic-scale gas structures
- Molecular cloud matching in CO and dust in M33 II. Physical properties of giant molecular clouds
- NGC3521 as the Milky Way analogue: spectral energy distributon from UV to Radio and photometric variability
- Stellar Feedback Effects on the Mass Distribution of Clouds and Cloud Complexes
- PHANGS-MUSE: the HII region luminosity function of local star-forming galaxies
- On the scale-height of the molecular gas disc in Milky Way-like galaxies
- Virgo Filaments VI: H clumps in the filaments around the Virgo galaxy cluster