Dust and gas modelling in radiative transfer simulations of disc-dominated galaxies with RADMC-3D
arXiv:2412.08609 · doi:10.1051/0004-6361/202453404
Abstract
Bridging theory and observations is a key task to understand galaxy formation and evolution. With the advent of state-of-the-art observational facilities, an accurate modelling of galaxy observables through radiative transfer simulations coupled to hydrodynamic simulations of galaxy formation must be performed. We present a novel pipeline, dubbed RTGen, based on the Monte Carlo radiative transfer code RADMC-3D , and explore the impact of the physical assumptions and modelling of dust and gas phases on the resulting galaxy observables. In particular, we address the impact of the dust abundance, composition, and grain size, as well as model the atomic-to-molecular transition and study the resulting emission from molecular gas. We apply Monte Carlo radiative transfer a posteriori to determine the dust temperature in six different hydrodynamic simulations of isolated galaxies. Afterwards, we apply ray tracing to compute the spectral energy distribution, as well as continuum images and spectral line profiles. We find our pipeline to predict accurate spectral energy distribution distributions of the studied galaxies, as well as continuum and CO luminosity images, in good agreement with literature results from both observations and theoretical studies. In particular, we find the dust modelling to have an important impact on the convergence of the resulting predicted galaxy observables, and that an adequate modelling of dust grains composition and size is required. We conclude that our novel framework is ready to perform high-accuracy studies of the observables of the ISM, reaching few tens percent convergence under the studied baseline configuration. This will enable robust studies of galaxy formation, and in particular of the nature of massive clumps in high-redshift galaxies, through the generation of mock images mimicking observations from state-of-the-art facilities such as JWST and ALMA.
arXiv commentAccepted for publication in A&A. 27 pages, 26 figures, 2 tables
References in corpus (109)
- A Universal Density Profile from Hierarchical Clustering
- On the variation of the Initial Mass Function
- PARSEC: stellar tracks and isochrones with the PAdova and TRieste Stellar Evolution Code
- Starburst99: Synthesis Models for Galaxies with Active Star Formation
- Interstellar Dust Grains
- Profiles of dark haloes: evolution, scatter, and environment
- 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
- The James Webb Space Telescope
- The Star Formation Efficiency in Nearby Galaxies: Measuring Where Gas Forms Stars Effectively
- A computer program for fast non-LTE analysis of interstellar line spectra
- THINGS: The HI Nearby Galaxy Survey
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- CASA, the Common Astronomy Software Applications for Radio Astronomy
- The MAPPINGS III Library of Fast Radiative Shock Models
- Dusty Star-Forming Galaxies at High Redshift
- Structure of Stationary Photodissociation Fronts
- Star Formation and Feedback in Smoothed Particle Hydrodynamic Simulations--I. Isolated Galaxies
- Gasoline: An adaptable implementation of TreeSPH
- Gas-to-Dust mass ratios in local galaxies over a 2 dex metallicity range
- The Role of Pressure in GMC Formation II: The H_2 - Pressure Relation
- The Subaru/XMM-Newton Deep Survey (SXDS). IV. Evolution of Lya Emitters from z=3.1 to 5.7 in the 1 deg^2 Field: Luminosity Functions and AGN
- Dust Formation in Primordial Type II Supernovae
- The Atacama Large Millimeter/submillimeter Array
- A survey of molecular gas in luminous sub-millimetre galaxies
- The Evolution of the Star-forming Interstellar Medium across Cosmic Time
- The Enrichment of the Intergalactic Medium with Adiabatic Feedback I: Metal Cooling and Metal Diffusion
- Chemical yields from low- and intermediate-mass stars: model predictions and basic observational constraints
- On the effect of the Cosmic Microwave Background in high-redshift (sub-)millimeter observations
- Far-infrared Spectral Energy Distribution Fitting for Galaxies Near and Far
- NIRCam Performance on JWST In Flight
- Radiative Equilibrium and Temperature Correction in Monte Carlo Radiation Transfer
- MUFASA: Galaxy Formation Simulations With Meshless Hydrodynamics
- The Cosmic Baryon and Metal Cycles
- The global dust modelling framework THEMIS (The Heterogeneous dust Evolution Model for Interstellar Solids)
- Molecular Hydrogen and Global Star Formation Relations in Galaxies
- SKIRT: an Advanced Dust Radiative Transfer Code with a User-Friendly Architecture
- Evolution of Dust in Primordial Supernova Remnants: Can Dust Grains Formed in the Ejecta Survive and be Injected into the Early Interstellar Medium?
- CO excitation of normal star forming galaxies out to z=1.5 as regulated by the properties of their interstellar medium
- The Mass-Concentration-Redshift Relation of Cold Dark Matter Halos
- Tidal stirring and the origin of dwarf spheroidals in the Local Group
- Multi--dimensional Cosmological Radiative Transfer with a Variable Eddington Tensor Formalism
- Gasoline2: A Modern SPH Code
- Escape of Ionizing Radiation from High Redshift Galaxies
- The evolution of the dust temperatures of galaxies in the SFR plane up to
- Modeling Molecular Hydrogen and Star Formation in Cosmological Simulations
- The [C II] emission as a molecular gas mass tracer in galaxies at low and high redshift
- Introducing the THESAN project: radiation-magnetohydrodynamic simulations of the epoch of reionization
- Environmental Dependence of the Kennicutt-Schmidt Relation in Galaxies
- HI-to-H2 Transitions and H I Column Densities in Galaxy Star-Forming Regions
- The circumgalactic medium of massive galaxies at z~3: a test for stellar feedback, galactic outflows, and cold streams
- The Role of Pressure in GMC Formation
- A systematic metallicity study of DustPedia galaxies reveals evolution in the dust-to-metal ratios
- Dust temperature and mid-to-total infrared color distributions for star-forming galaxies at 0<z<4
- Modeling CO Emission: I. CO as a Column Density Tracer and the X-Factor in Molecular Clouds
- Three-Dimensional Dust Radiative Transfer
- The Dust-to-Gas and Dust-to-Metals Ratio in Galaxies from z=0-6
- The Star Formation Law in Molecule-Poor Galaxies
- Condensation of dust in the ejecta of type II-P supernovae
- On the dust temperatures of high redshift galaxies
- The Rest-Frame Submillimeter Spectrum of High-Redshift, Dusty, Star-Forming Galaxies
- Hydrodynamical simulations of the galaxy population: enduring successes and outstanding challenges
- The SCUBA-2 Cosmology Legacy Survey: Multi-wavelength Properties of ALMA-identified Submillimeter Galaxies in UKIDSS-UDS
- Galaxy Simulation with Dust Formation and Destruction
- Dust attenuation, dust emission, and dust temperature in galaxies at z>=5: a view from the FIRE-2 simulations
- The Argo Simulation: I. Quenching of Massive Galaxies at High Redshift as a Result of Cosmological Starvation
- The ALMA Spectroscopic Survey in the HUDF: CO Excitation and Atomic Carbon in Star-Forming Galaxies at
- Modeling the atomic-to-molecular transition in cosmological simulations of galaxy formation
- TRAPHIC - Radiative Transfer for Smoothed Particle Hydrodynamics Simulations
- Tidal debris of dwarf spheroidals as a probe of structure formation models
- The dust production rate of AGB stars in the Magellanic Clouds
- On the Kennicutt-Schmidt relation of low-metallicity high-redshift galaxies
- Molecular gas content in strongly-lensed z~1.5-3 star-forming galaxies with low IR luminosities
- A lower fragmentation mass scale in high redshift galaxies and its implications on giant clumps: a systematic numerical study
- Monte Carlo Radiative Transfer
- Molecular clouds in the Cosmic Snake normal star-forming galaxy 8 billion years ago
- DESPOTIC -- A New Software Library to Derive the Energetics and SPectra of Optically Thick Interstellar Clouds
- Formation of Dust in the Ejecta of Type Ia Supernovae
- The Fundamentally Different Dynamics of Dust and Gas in Molecular Clouds
- Line Overlap and Self-Shielding of Molecular Hydrogen in Galaxies
- CO line emission from galaxies in the Epoch of Reionization
- Dust-regulated galaxy formation and evolution:A new chemodynamical model with live dust particles
- Powderday: Dust Radiative Transfer for Galaxy Simulations
- The Argo Simulation: II. The Early Build-up of the Hubble Sequence
- The HI-to-H2 Transition in a Turbulent Medium
- The natural emergence of the correlation between H2 and star formation rate surface densities in galaxy simulations
- Two-size approximation: a simple way of treating the evolution of grain size distribution in galaxies
- The Physical Drivers and Observational Tracers of CO-to-H2 Conversion Factor Variations in Nearby Barred Galaxy Centers
- Clumpy galaxies seen in H-alpha: inflated observed clump properties due to limited spatial resolution and sensitivity
- The SCUBA-2 Cosmology Legacy Survey: The EGS deep field - II. Morphological transformation and multi-wavelength properties of faint submillimetre galaxies
- Molecular hydrogen regulated star formation in cosmological SPH simulations
- Maximally dusty star-forming galaxies: Supernova dust production and recycling in Local Group and high-redshift galaxies
- THEMIS 2.0: A self-consistent model for dust extinction, emission, and polarisation
- The effect of non-equilibrium metal cooling on the interstellar medium
- Molecular gas cloud properties at revealed by the superb angular resolution achieved with ALMA and gravitational lensing
- Galaxies with grains: unraveling dust evolution and extinction curves with hydrodynamical simulations
- Evolution of dust grain size distribution by shattering in the interstellar medium: robustness and uncertainty
- The atomic-to-molecular hydrogen transition in the TNG50 simulation: Using realistic UV fields to create spatially resolved HI maps
- Self-consistent dust and non-LTE line radiative transfer with SKIRT
- TODDLERS: A new UV-mm emission library for star-forming regions. 1. Integration with SKIRT and public release
- Wide-field CO isotopologue emission and the CO-to-H factor across the nearby spiral galaxy M101
- ART: A 3D Parallel Multi-wavelength Radiative Transfer Code for Continuum and Atomic and Molecular Lines
- The cold interstellar medium of a normal sub- galaxy at the end of reionization
- A Census of Thermally-Pulsing AGB stars in the Andromeda Galaxy and a First Estimate of their Contribution to the Global Dust Budget
- Evolution of Dust-Obscured Star Formation and Gas to z=2.2 from HiZELS
- Modeling Dust Production, Growth, and Destruction in Reionization-Era Galaxies with the CROC Simulations: Methods and Parameter Exploration
- HYACINTH: HYdrogen And Carbon chemistry in the INTerstellar medium in Hydro simulations
- Radial profiles of lensed galaxies on sub-kiloparsec scales