Dissecting Nearby Galaxies with piXedfit: I. Spatially Resolved Properties of Stars, Dust, and Gas as Revealed by Panchromatic SED Fitting
arXiv:2110.03158 · doi:10.3847/1538-4357/ac439a
Abstract
We study spatially resolved properties (on spatial scales of kpc out to at least effective radii) of the stars, dust, and gas in ten nearby spiral galaxies. The properties of the stellar population and dust are derived by fitting the spatially resolved spectral energy distribution (SED) with more than 20 photometric bands ranging from far-ultraviolet to far-infrared. Our newly developed software piXedfit performs point spread function matching of images, pixel binning, and models the stellar light, dust attenuation, dust emission, and emission from a dusty torus heated by an active galactic nucleus simultaneously through the energy balance approach. With this self-consistent analysis, we present the spatially resolved version of the IRX-- relation, finding that it is consistent with the relationship from the integrated photometry. We show that the old stellar populations contribute to the dust heating, which causes an overestimation of star formation rate (SFR) derived from the total ultraviolet and infrared luminosities on kpc scales. With archival high-resolution maps of atomic and molecular gas, we study the radial variation of the properties of the stellar populations (including stellar mass, age, metallicity, and SFR), dust (including dust mass, dust temperature, and abundance of polycyclic aromatic hydrocarbon), gas, as well as dust-to-stellar mass and dust-to-gas mass ratios. We observe a depletion of molecular gas mass fraction in the central region of the majority of the galaxies, suggesting that the lack of available fuel is an important factor in suppressing the specific SFR at the center.
arXiv comment35 pages, 19 figures, 4 tables. Accepted by ApJ (results remain the same). Complementary figures to Fig. 4 (for 10 galaxies) and high resolution version of Fig. 8 are available at https://github.com/aabdurrouf/maps-nearby-galaxies
References in corpus (146)
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- The Sloan Digital Sky Survey: Technical Summary
- Galactic Stellar and Substellar Initial Mass Function
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- On the variation of the Initial Mass Function
- The Global Schmidt Law in Star Forming Galaxies
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- The Origin of the Mass--Metallicity Relation: Insights from 53,000 Star-Forming Galaxies in the SDSS
- The Infrared Array Camera (IRAC) for the Spitzer Space Telescope
- The physical properties of star forming galaxies in the low redshift universe
- Herschel Space Observatory - An ESA facility for far-infrared and submillimetre astronomy
- 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
- The Galaxy Evolution Explorer: A Space Ultraviolet Survey Mission
- The Eleventh and Twelfth Data Releases of the Sloan Digital Sky Survey: Final Data from SDSS-III
- Stellar Masses and Star Formation Histories for 10^5 Galaxies from the Sloan Digital Sky Survey
- The Photodetector Array Camera and Spectrometer (PACS) on the Herschel Space Observatory
- The Herschel-SPIRE instrument and its in-flight performance
- The CO-to-H2 Conversion Factor
- Infrared Emission from Interstellar Dust. IV. The Silicate-Graphite-PAH Model in the Post-Spitzer Era
- Hierarchical Galaxy Formation
- The propagation of uncertainties in stellar population synthesis modeling I: The relevance of uncertain aspects of stellar evolution and the IMF to the derived physical properties of galaxies
- The Star Formation Law in Nearby Galaxies on Sub-Kpc Scales
- A Simple Model for the Absorption of Starlight by Dust in Galaxies
- Overview of the SDSS-IV MaNGA Survey: Mapping Nearby Galaxies at Apache Point Observatory
- UV Star Formation Rates in the Local Universe
- MILES: A Medium resolution INT Library of Empirical Spectra
- A Highly Consistent Framework for the Evolution of the Star-Forming "Main Sequence" from z~0-6
- Evolution of asymptotic giant branch stars II. Optical to far-infrared isochrones with improved TP-AGB models
- THINGS: The HI Nearby Galaxy Survey
- A Search for "Dwarf" Seyfert Nuclei. III. Spectroscopic Parameters and Properties of the Host Galaxies
- SINGS: The SIRTF Nearby Galaxies Survey
- A simple model to interpret the ultraviolet, optical and infrared emission from galaxies
- The propagation of uncertainties in stellar population synthesis modeling III: model calibration, comparison, and evaluation
- The Second Data Release of the Sloan Digital Sky Survey
- Dust Absorption And The Ultraviolet Luminosity Density At z \approx 3 As Calibrated By Local Starburst Galaxies
- Dust Masses, PAH Abundances, and Starlight Intensities in the SINGS Galaxy Sample
- Analysis of galaxy SEDs from far-UV to far-IR with CIGALE: Studying a SINGS test sample
- Modeling the Panchromatic Spectral Energy Distributions of Galaxies
- Preliminary Results from NEOWISE: An Enhancement to the Wide-field Infrared Survey Explorer for Solar System Science
- The Growth of Massive Galaxies Since z=2
- AGN Dusty Tori: II. Observational Implications of Clumpiness
- An updated MILES stellar library and stellar population models
- Cosmicflows-2: The Data
- Stellar Population Inference with Prospector
- The Evolution of the Elemental Abundances in the Gas and Dust Phases of the Galaxy
- HERACLES: The HERA CO-Line Extragalactic Survey
- Dust-Corrected Star Formation Rates of Galaxies. II. Combinations of Ultraviolet and Infrared Tracers
- AGN Dusty Tori: I. Handling of Clumpy Media
- The CO-to-H2 Conversion Factor and Dust-to-Gas Ratio on Kiloparsec Scales in Nearby Galaxies
- Dust Formation in Primordial Type II Supernovae
- Comparison of H-alpha and UV Star Formation Rates in the Local Volume: Systematic Discrepancies for Dwarf Galaxies
- Optical Spectroscopy and Nebular Oxygen Abundances of the Spitzer/SINGS Galaxies
- Deriving Physical Properties from Broadband Photometry with Prospector: Description of the Model and a Demonstration of its Accuracy Using 129 Galaxies in the Local Universe
- Towards an understanding of the rapid decline of the cosmic star formation rate
- The Spitzer Local Volume Legacy: Survey Description and Infrared Photometry
- An H-alpha Imaging Survey of Galaxies in the Local 11 Mpc Volume
- Andromeda's Dust
- Common-Resolution Convolution Kernels for Space- and Ground-Based Telescopes
- KINGFISH -- Key Insights on Nearby Galaxies: A Far-Infrared Survey with Herschel: Survey Description and Image Atlas
- The Star Formation Law in Atomic and Molecular Gas
- Dust in the Early Universe: Dust Formation in the Ejecta of Population III Supernovae
- Nebular Continuum and Line Emission in Stellar Population Synthesis Models
- Evolution of asymptotic giant branch stars I. Updated synthetic TP-AGB models and their basic calibration
- An Objective Definition for the Main Sequence of Star-Forming Galaxies
- The SCUBA Local Universe Galaxy Survey II. 450 micron data - evidence for cold dust in bright IRAS Galaxies
- Fitting the integrated Spectral Energy Distributions of Galaxies
- Evolution of interstellar dust and stardust in the solar neighbourhood
- Evidence for Mature Bulges and an Inside-out Quenching Phase 3 Billion Years After the Big Bang
- The CALIFA survey across the Hubble sequence: Spatially resolved stellar population properties in galaxies
- Evolution of Density Profiles in High-z Galaxies: Compaction and Quenching Inside-Out
- emcee v3: A Python ensemble sampling toolkit for affine-invariant MCMC
- Dust coagulation and fragmentation in molecular clouds. I. How collisions between dust aggregates alter the dust size distribution
- Star formation history and dust attenuation in galaxies drawn from ultraviolet surveys
- Low CO Luminosities in Dwarf Galaxies
- Where stars form: inside-out growth and coherent star formation from HST Halpha maps of 2676 galaxies across the main sequence at z~1
- Radial distribution of stars, gas and dust in SINGS galaxies. II. Derived dust properties
- An Older, More Quiescent Universe from Panchromatic SED Fitting of the 3D-HST Survey
- Stellar sources of dust in the high redshift Universe
- Dust formation history of galaxies: a critical role of metallicity for the dust mass growth by accreting materials in the interstellar medium
- Disk galaxies at Z=0 and at High Redshift: an explanation of the observed evolution of damped Ly-alpha systems
- Stellar Population gradients in galaxy discs from the CALIFA survey
- Radial variation of attenuation and star formation in the largest late-type disks observed with GALEX
- Star formation along the Hubble sequence: Radial structure of the star formation of CALIFA galaxies
- The Abundance Properties of Nearby Late-Type Galaxies.I. The Data
- The Herschel Exploitation of Local Galaxy Andromeda (HELGA) II: Dust and Gas in Andromeda
- SDSS IV MaNGA - sSFR profiles and the slow quenching of discs in green valley galaxies
- Star formation is boosted (and quenched) from the inside out: radial star formation profiles from MaNGA
- What Phase of the Interstellar Medium Correlates with the Star Formation Rate?
- Dust and Gas in the Magellanic Clouds from the HERITAGE Herschel Key Project. I. Dust Properties and Insights into the Origin of the Submm Excess Emission
- Investigations of dust heating in M81, M83, and NGC 2403 with the Herschel Space Observatory
- Star formation rate in galaxies from UV, IR, and H-alpha estimators
- Dust attenuation, bulge formation and inside-out cessation of star-formation in Star-Forming Main Sequence galaxies at z~2
- CHAOS IV: Gas-Phase Abundance Trends From The First Four CHAOS Galaxies
- The IRX-beta relation on sub-galactic scales in star-forming galaxies of the Herschel Reference Survey
- The heating of dust by old stellar populations in the Bulge of M31
- DustPedia - A Definitive Study of Cosmic Dust in the Local Universe
- Radial distribution of dust, stars, gas, and star-formation rate in DustPedia face-on galaxies
- The PHANGS-HST Survey: Physics at High Angular resolution in Nearby GalaxieS with the Hubble Space Telescope
- Dust and Gas in the Magellanic Clouds from the HERITAGE Herschel Key Project. II. Gas-to-Dust Ratio Variations across ISM Phases
- Destruction of Interstellar Dust in Evolving Supernova Remnant Shock Waves
- SDSS IV MaNGA: The global and local stellar mass assemby histories of galaxies
- SDSS-IV MaNGA: environmental dependence of stellar age and metallicity gradients in nearby galaxies
- Is molecular gas necessary for star formation?
- The Mass-Independence of Specific Star Formation Rates in Galactic Disks
- Dust heating sources in galaxies: the case of M33 (HERM33ES)
- Bar-driven evolution and quenching of spiral galaxies in cosmological simulations
- Spatially Resolved Star Formation and Inside-out Quenching in the TNG50 Simulation and 3D-HST Observations
- The Impact of Cooling and Feedback on Disc Galaxies
- High-resolution, 3D radiative transfer modeling : I. The grand-design spiral galaxy M51
- Hot dust in Panchromatic SED Fitting: Identification of AGN and improved galaxy properties
- Spatially resolved stellar, dust and gas properties of the post-interacting Whirlpool Galaxy system
- The Submillimetre Properties of Ultraluminous Infrared Galaxies
- Reexamination of the Infrared Excess-Ultraviolet Slope Relation of Local Galaxies
- Effects of grain size distribution on the interstellar dust mass growth
- The JCMT Nearby Galaxies Legacy Survey III: Comparisons of cold dust, polycyclic aromatic hydrocarbons, molecular gas, and atomic gas in NGC 2403
- The Herschel Exploitation of Local Galaxy Andromeda (HELGA) VII: A SKIRT radiative transfer model and insights on dust heating
- The Role of Dust in the Early Universe I : Protogalaxy Evolution
- The Distance to M51
- Idealized models for galactic disk formation and evolution in 'realistic' LambdaCDM haloes
- On the dust abundance gradients in late-type galaxies: II. Analytical models as evidence for massive interstellar dust growth in SINGS galaxies
- Cool and warm dust emission from M33 (HerM33es)
- Understanding the Scatter in the Spatially-resolved Star Formation Main Sequence of Local Massive Spiral Galaxies
- Introducing piXedfit -- a Spectral Energy Distribution Fitting Code Designed for Resolved Sources
- A panchromatic spatially resolved analysis of nearby galaxies -- II. The main sequence - gas relation at sub-kpc scale in grand-design spirals
- ALMaQUEST -- IV. The ALMA-MaNGA QUEnching and STar formation (ALMaQUEST) Survey
- The Dust & Gas Properties of M83
- Galaxy simulation with the evolution of grain size distribution
- The Spatially Resolved Dust-to-Metals Ratio in M101
- On the dust abundance gradients in late-type galaxies: I. Effects of destruction and growth of dust in the interstellar medium
- Evolution of spatially resolved star formation main sequence and surface density profiles in massive disc galaxies at : inside-out stellar mass buildup and quenching
- The Resolved Distributions of Dust Mass and Temperature in Local Group Galaxies
- Modeling dust emission in the Magellanic Clouds with Spitzer and Herschel
- From Diversity to Dichotomy, and Quenching: Milky-Way-Like and Massive-Galaxy Progenitors at 0.5<z<3.0
- Dust-to-Gas Ratio and Metallicity in Dwarf Galaxies
- Cool gas and dust in M33: Results from the Herschel M33 extended survey (HERM33ES)
- Spatial distribution of stellar mass and star formation activity at 0.2<z<1.2 across and along the Main Sequence
- Panchromatic SED modelling of spatially-resolved galaxies
- High-Resolution Radiative Transfer Modelling of M33
- On the Spatially Resolved Star Formation History in M51 I: Hybrid UV+IR Star Formation Laws and IR Emission from Dust Heated by Old Stars
- A panchromatic spatially-resolved analysis of nearby galaxies -- I. Sub-kpc scale Main Sequence in grand-design spirals
- High-resolution, 3D radiative transfer modelling III. The DustPedia barred galaxies
- High-resolution, 3D radiative transfer modelling V. A detailed model of the M51 interacting pair
- The X-ray properties of the nearby LINER galaxy, NGC 4736
- Spatially-resolved Stellar Population Properties of the M 51-NGC 5195 System from Multi-wavelength Photometric Data
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- Euclid. I. Overview of the Euclid mission
- Spatially Resolved Properties of High Redshift Galaxies in the SMACS0723 JWST ERO Field
- Wet Compaction to a Blue Nugget: a Critical Phase in Galaxy Evolution
- Spatially Resolved Stellar Populations of Galaxies in WHL0137-08 and MACS0647+70 Clusters as Revealed by JWST: How do Galaxies Grow and Quench Over Cosmic Time?
- The impact of AGN-driven winds on physical and observable galaxy sizes
- Euclid: Early Release Observations -- Deep anatomy of nearby galaxies
- A Multiwavelength view of IC 860: What Is in Action inside Quenching Galaxies
- Euclid: Early Release Observations -- Overview of the Perseus cluster and analysis of its luminosity and stellar mass functions
- Dissecting Nearby Galaxies with piXedfit: II. Spatially Resolved Scaling Relations Among Stars, Dust, and Gas
- Kpc-scale properties of dust temperature in terms of dust mass and star formation activity
- Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey
- FORECASTOR -- I. Finding Optics Requirements and Exposure times for the Cosmological Advanced Survey Telescope for Optical and UV Research mission
- Measuring Dust Attenuation Curves of SINGS/KINGFISH Galaxies Using Swift/UVOT Photometry
- Probing the earliest phases in the formation of massive galaxies with simulated HST+JWST imaging data from Illustris
- Euclid preparation. Spatially resolved stellar populations of local galaxies with Euclid: a proof of concept using synthetic images with the TNG50 simulation
- The ISM scaling relations using inner HI and an application of estimating dust mass
- SE3D: Building a radiative transfer emulator to fit panchromatic resolved galaxy observations with 3D models of dust and stars
- Resolved molecular gas and star-formation in massive unquenched spirals : I. UGC 8179