A Bayesian chemical evolution model of the DustPedia Galaxy M74
arXiv:2305.05680 · doi:10.1093/mnras/stad1316
Abstract
We introduce a new, multi-zone chemical evolution model of the DustPedia galaxy M74, calibrated by means of MCMC methods. We take into account the observed stellar and gas density profiles and use Bayesian analysis to constrain two fundamental parameters characterising the gas accretion and star formation timescale, i.e. the infall timescale tau and the SF efficiency nu, respectively, as a function of galactocentric radius R. Our analysis supports an infall timescale increasing with R and a star formation efficiency decreasing with R, thus supporting an 'Inside-Out' formation for M74. For both tau and nu, we find a weaker radial dependence than in the Milky Way. We also investigate the dust content of M74, comparing the observed dust density profile with the results of our chemical evolution models. Various prescriptions have been considered for two key parameters, i.e. the typical dust accretion timescale and the mass of gas cleared out of the dust by a supernova remnant, regulating the dust growth and destruction rate, respectively. Two models with a different current balance between destruction and accretion, i.e. with equilibrium and dominion of accretion over destruction, can equally reproduce the observed dust profile of M74. This outlines the degeneracy between these parameters in shaping the interstellar dust content in galaxies. Our methods will be extended to more DustPedia galaxies to shed more light on the relative roles of dust production and destruction.
arXiv commentMNRAS, accepted for publication, 19 pages, 14 figures
References in corpus (121)
- emcee: The MCMC Hammer
- Stellar population synthesis at the resolution of 2003
- The Global Schmidt Law in Star Forming Galaxies
- Herschel Space Observatory - An ESA facility for far-infrared and submillimetre astronomy
- The Spitzer Space Telescope Mission
- The Star Formation Law in Nearby Galaxies on Sub-Kpc Scales
- [O III]/[N II] as an Abundance Indicator at High Redshift
- A Simple Model for the Absorption of Starlight by Dust in Galaxies
- The reversal of the star formation-density relation in the distant universe
- Metallicity Calibrations and the Mass-Metallicity Relation for Star-Forming Galaxies
- Physical Models of Galaxy Formation in a Cosmological Framework
- Nucleosynthesis in Chandrasekhar Mass Models for Type Ia Supernovae and Constraints on Progenitor Systems and Burning-Front Propagation
- THINGS: The HI Nearby Galaxy Survey
- A simple model to interpret the ultraviolet, optical and infrared emission from galaxies
- High molecular gas fractions in normal massive star forming galaxies in the young Universe
- Theoretical Challenges in Galaxy Formation
- De Re Metallica: The cosmic chemical evolution of galaxies
- Abundance Gradients and the Formation of the Milky Way
- The Evolution of the Elemental Abundances in the Gas and Dust Phases of the Galaxy
- HERACLES: The HERA CO-Line Extragalactic Survey
- The Cosmic Energy Inventory
- Mass, Metal, and Energy Feedback in Cosmological Simulations
- A primer on hierarchical galaxy formation: the semi-analytical approach
- The Herschel PEP/HerMES Luminosity Function. I: Probing the Evolution of PACS selected Galaxies to z~4
- Star formation in AEGIS field galaxies since z=1.1 . Staged galaxy formation, and a model of mass-dependent gas exhaustion
- Galaxy Evolution in Cosmological Simulations with Outflows II: Metallicities and Gas Fractions
- Dust Formation and Survival in Supernova Ejecta
- The formation of disc galaxies in high resolution moving-mesh cosmological simulations
- Fast and reliable MCMC for cosmological parameter estimation
- The evolution of the Milky Way from its earliest phases : constraints on stellar nucleosynthesis
- Hierarchical formation of bulgeless galaxies: Why outflows have low angular momentum
- The dust content of galaxies from z = 0 to z = 9
- Dust formation history of galaxies: a critical role of metallicity for the dust mass growth by accreting materials in the interstellar medium
- A systematic metallicity study of DustPedia galaxies reveals evolution in the dust-to-metal ratios
- The Scale Dependence of the Molecular Gas Depletion Time in M33
- Production of dust by massive stars at high redshift
- Galactic Archaeology with asteroseismic ages: evidence for delayed gas infall in the formation of the Milky Way disc
- HI holes and high-velocity clouds in the spiral galaxy NGC 6946
- The origin of dust in high redshift QSOs: the case of SDSS J1148+5251
- Mid- and Far-infrared Luminosity Functions and Galaxy Evolution from Multiwavelength Spitzer Observations up to z~2.5
- The dust mass in z > 6 normal star forming galaxies
- Simulating the dust content of galaxies: successes and failures
- The cycle of interstellar dust in galaxies of different morphological types
- The Fall of a Giant. Chemical evolution of Enceladus, alias the Gaia Sausage
- DustPedia - A Definitive Study of Cosmic Dust in the Local Universe
- A Markov Chain Monte Carlo technique to sample transport and source parameters of Galactic cosmic rays: II. Results for the diffusion model combining B/C and radioactive nuclei
- Radial distribution of dust, stars, gas, and star-formation rate in DustPedia face-on galaxies
- Numerical Simulations of Supernova Dust Destruction. I. Cloud-crushing and Post-processed Grain Sputtering
- DustPedia: Multiwavelength Photometry and Imagery of 875 Nearby Galaxies in 42 Ultraviolet--Microwave Bands
- The ALMA REBELS Survey: the dust content of Lyman Break Galaxies
- The main sequence of star forming galaxies I. The local relation and its bending
- The evolution of the mass-metallicity relation in galaxies of different morphological types
- Old and young stellar populations in DustPedia galaxies and their role in dust heating
- A Review of Recent Observations of Galactic Winds Driven by Star Formation
- Molecular Hydrogen Formation on Ice Under Interstellar Conditions
- Cosmological simulation with dust formation and destruction
- Effects of radial flows on the chemical evolution of the Milky Way disk
- Detailed dust modelling in the L-Galaxies semi-analytic model of galaxy formation
- Effects of grain size distribution on the interstellar dust mass growth
- Chemical evolution of local galaxies in a hierarchical model
- The percentage of stellar light re-radiated by dust in late-type Virgo Cluster galaxies
- A Monte Carlo Markov Chain based investigation of black hole spin in the active galaxy NGC3783
- Using dust, gas and stellar mass selected samples to probe dust sources and sinks in low metallicity galaxies
- The Dense Gas Mass Fraction of Molecular Clouds in the Milky Way
- Monte Carlo Markov Chain Parameter Estimation in Semi-Analytic Models of Galaxy Formation
- The Role of Dust in the Early Universe I : Protogalaxy Evolution
- Radial motions and radial gas flows in local spiral galaxies
- The origin of dust in galaxies revisited: the mechanism determining dust content
- Galactic Archaeology with asteroseismic ages. II. Confirmation of a delayed gas infall using Bayesian analysis based on MCMC methods
- Dust scaling relations in a cosmological simulation
- An ALMA survey of submillimetre galaxies in the COSMOS field: Physical properties derived from energy balance spectral energy distribution modelling
- Diffuse X-Rays from the Inner 3 Parsecs of the Galaxy
- Abundance gradients in spiral disks: is the gradient inversion at high redshift real?
- Chemical evolution of the Milky Way: constraints on the formation of the thick and thin discs
- Dust Destruction Rates and Lifetimes in the Magellanic Clouds
- The ISM scaling relations in DustPedia late-type galaxies: A benchmark study for the Local Universe
- Hydrodynamical simulations of Galactic fountains II: evolution of multiple fountains
- Tracing Outflowing Metals in Simulations of Dwarf and Spiral Galaxies
- The origin of dust in galaxies across cosmic time
- Abundance gradients along the Galactic disc from chemical evolution models
- The fraction of bolometric luminosity absorbed by dust in DustPedia galaxies
- The Herschel exploitation of local galaxy Andromeda (HELGA) V: Strengthening the case for substantial interstellar grain growth
- The chemical evolution of a Milky Way-like galaxy: the importance of a cosmologically motivated infall law
- The effect of stellar migration on Galactic chemical evolution: a heuristic approach
- The resolved star-formation relation in nearby active galactic nuclei
- Uncertainties in Galactic Chemical Evolution Models
- Dust Evolution in Galaxy Cluster Simulations
- A panchromatic spatially resolved analysis of nearby galaxies -- II. The main sequence - gas relation at sub-kpc scale in grand-design spirals
- Radial Flows and Angular Momentum Conservation in Galactic Chemical Evolution
- How Gas Accretion Feeds Galactic Disks
- JINGLE -- IV. Dust, HI gas and metal scaling laws in the local Universe
- AGB and SAGB stars: modelling dust production at solar metallicity
- The main sequence of star forming galaxies II. A non evolving slope at the high mass end
- Dust evolution in zoom-in cosmological simulations of galaxy formation
- On the dust abundance gradients in late-type galaxies: I. Effects of destruction and growth of dust in the interstellar medium
- Monolithic or hierarchical star formation? A new statistical analysis
- Maximally dusty star-forming galaxies: Supernova dust production and recycling in Local Group and high-redshift galaxies
- The mass surface density in the local disk and the chemical evolution of the Galaxy
- Panchromatic SED modelling of spatially-resolved galaxies
- Reproducing the Universe: a comparison between the EAGLE simulations and the nearby DustPedia galaxy sample
- The dust mass function from z~0 to z~2
- Dust depletion of metals from local to distant galaxies I: Peculiar nucleosynthesis effects and grain growth in the ISM
- A panchromatic spatially-resolved analysis of nearby galaxies -- I. Sub-kpc scale Main Sequence in grand-design spirals
- Supernovae within Pre-existing Wind-Blown Bubbles: Dust Injection vs. Ambient Dust Destruction
- A new galactic chemical evolution model with dust: results for dwarf irregular galaxies and DLA systems
- The cosmic dust rate across the Universe
- Molecular gas mass functions of normal star forming galaxies since z~3
- The origin of abundance gradients in the Milky Way: the predictions of different models
- A low pre-infall mass for the Carina dwarf galaxy from disequilibrium modelling
- DustPedia - the relationships between stars, gas and dust for galaxies residing in different environments
- The influence of a top-heavy integrated galactic IMF and dust on the chemical evolution of high-redshift starbursts
- Parameters of the brightest star formation regions in the two principal spiral arms of NGC 628
- The turbulent life of dust grains in the supernova-driven, multi-phase interstellar medium
- A Kennicutt-Schmidt relation at molecular cloud scales and beyond
- BEDE: Bayesian Estimates of Dust Evolution For Nearby Galaxies
- The fate of supernova remnants near quiescent supermassive black holes
- Evolution of Supernova Remnants near the Galactic Center
- Dust emissivity in resolved spiral galaxies
- The dust effects on galaxy scaling relations
- Dust Grain Growth at High Redshift: Starburst-driven CMB-Dark Supershells
- Gas Inflow and Outflow Histories in Disk Galaxies as Revealed from Observations of Distant Star-Forming Galaxies