Spatially resolved mock observations of stellar kinematics: full radiative transfer treatment of simulated galaxies
arXiv:2306.08040 · doi:10.1093/mnras/stad1771
Abstract
We present a framework to build realistic mock spectroscopic observations for state-of-the-art hydrodynamical simulations, using high spectral resolution stellar population models and full radiative transfer treatment with SKIRT. As a first application we generate stellar continuum mock observations for the Auriga cosmological zoom simulations emulating integral-field observations from the SAMI Galaxy survey. We perform spectral fitting on our synthetic cubes and compute the resulting rotation velocity () and velocity dispersion within 1 () for a sub-set of the Auriga sample. We find that the kinematics produced by Auriga are in good agreement with the observations from the SAMI Galaxy survey after taking into account the effects of dust and the systematics produced by the observation limitations. We also explore the effects of seeing convolution, inclination, and attenuation on the line-of-sight velocity distribution. For highly inclined galaxies, these effects can lead to an artificial decrease in the measured by nearly a factor two (after inclination correction). We also demonstrate the utility of our method for high-redshift galaxies by emulating spatially resolved continuum spectra from the LEGA-C survey and, looking forward, E-ELT HARMONI. Our framework represents a crucial link between the ground truth for stellar populations and kinematics in simulations and the observed stellar continuum observations at low and high redshift.
arXiv comment17 pages, 11 figures. Accepted for publication in MNRAS
References in corpus (82)
- Galactic Stellar and Substellar Initial Mass Function
- Planck 2013 results. XVI. Cosmological parameters
- E pur si muove: Galiliean-invariant cosmological hydrodynamical simulations on a moving mesh
- Parametric Recovery of Line-of-Sight Velocity Distributions from Absorption-Line Spectra of Galaxies via Penalized Likelihood
- 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
- First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
- Overview of the SDSS-IV MaNGA Survey: Mapping Nearby Galaxies at Apache Point Observatory
- First results from the IllustrisTNG simulations: the galaxy color bimodality
- Improving the full spectrum fitting method: accurate convolution with Gauss-Hermite functions
- Adaptive spatial binning of integral-field spectroscopic data using Voronoi tessellations
- First results from the IllustrisTNG simulations: A tale of two elements -- chemical evolution of magnesium and europium
- FIRE-2 Simulations: Physics versus Numerics in Galaxy Formation
- The Atlas3D project -- I. A volume-limited sample of 260 nearby early-type galaxies: science goals and selection criteria
- Galaxy and Mass Assembly (GAMA): survey diagnostics and core data release
- The SAURON project -- IX. A kinematic classification for early-type galaxies
- Galaxy And Mass Assembly: Stellar Mass Estimates
- The SAURON project. I. The panoramic integral-field spectrograph
- The SAURON project -- X. The orbital anisotropy of elliptical and lenticular galaxies: revisiting the (V/sigma,epsilon) diagram with integral-field stellar kinematics
- The Sydney-AAO Multi-object Integral field spectrograph (SAMI)
- The Auriga Project: the properties and formation mechanisms of disc galaxies across cosmic time
- The SAMI Galaxy Survey: instrument specification and target selection
- The SAURON project - III. Integral-field absorption-line kinematics of 48 elliptical and lenticular galaxies
- The optical morphologies of galaxies in the IllustrisTNG simulation: a comparison to Pan-STARRS observations
- Efficient 3D NLTE dust radiative transfer with SKIRT
- The global dust modelling framework THEMIS (The Heterogeneous dust Evolution Model for Interstellar Solids)
- SKIRT: an Advanced Dust Radiative Transfer Code with a User-Friendly Architecture
- Sunrise: Polychromatic Dust Radiative Transfer in Arbitrary Geometries
- CALIFA, the Calar Alto Legacy Integral Field Area survey: IV. Third Public data release
- Introducing the NewHorizon simulation: Galaxy properties with resolved internal dynamics across cosmic time
- The effects of seeing on Sersic profiles. II. The Moffat PSF
- Performance of AAOmega: the AAT multi-purpose fibre-fed spectrograph
- The VLT LEGA-C Spectroscopic Survey: The Physics of Galaxies at a Lookback Time of 7 Gyr
- Optical colours and spectral indices of EAGLE galaxies with 3D dust radiative transfer code SKIRT
- The SAMI Galaxy Survey: the link between angular momentum and optical morphology
- Radiative transfer in disc galaxies -- III. The observed kinematics of dusty disc galaxies
- The SAMI Galaxy Survey: Revisiting Galaxy Classification Through High-Order Stellar Kinematics
- SDSS-IV MaNGA: Stellar angular momentum of about 2300 galaxies: unveiling the bimodality of massive galaxy properties
- The SAMI Galaxy Survey: Early Data Release
- DustPedia - A Definitive Study of Cosmic Dust in the Local Universe
- Far-infrared and dust properties of present-day galaxies in the EAGLE simulations
- Tracing kinematic (mis)alignments in CALIFA merging galaxies: Stellar and ionized gas kinematic orientations at every merger stage
- Moving Mesh Cosmology: Properties of Gas Disks
- The SAMI Galaxy Survey: the third and final data release
- The Large Early Galaxy Astrophysics Census (LEGA-C) Data Release II: dynamical and stellar population properties of z ~< 1 galaxies in the COSMOS field
- The ARTEMIS simulations: stellar haloes of Milky Way-mass galaxies
- The SAMI Galaxy Survey: The cluster redshift survey, target selection and cluster properties
- The SAMI Galaxy Survey: comparing 3D spectroscopic observations with galaxies from cosmological hydrodynamical simulations
- Modelling the spectral energy distribution of galaxies. IV Correcting apparent disk scalelengths and central surface brightnesses for the effect of dust at optical and near-infrared wavelengths
- Spatially Resolved Stellar Kinematics from LEGA-C: Increased Rotational Support in z~0.8 Quiescent Galaxies
- The SINS/zC-SINF Survey of z~2 Galaxy Kinematics: Rest-frame Morphology, Structure, and Colors from Near-infrared Hubble Space Telescope Imaging
- Data release of UV to submm broadband fluxes for simulated galaxies from the EAGLE project
- The SAMI Galaxy Survey: Revising the Fraction of Slow Rotators in IFS Galaxy Surveys
- Fast and slow rotators in the densest environments: a FLAMES/GIRAFFE IFS study of galaxies in Abell 1689 at z=0.183
- Using hierarchical octrees in Monte Carlo radiative transfer simulations
- Hierarchical octree and k-d tree grids for 3D radiative transfer simulations
- Optical Integral Field Spectroscopy observations applied to simulated galaxies: Testing the fossil record method
- Radiative transfer in disc galaxies IV - The effects of dust attenuation on bulge and disc structural parameters
- The bolometric and UV attenuation in normal spiral galaxies of the Herschel Reference Survey
- Galaxy Evolution in all Five CANDELS Fields and IllustrisTNG: Morphological, Structural, and the Major Merger Evolution to
- The effects of dust on the photometric parameters of decomposed disks and bulges
- Recovering and from seeing-dominated IFS data
- The SAMI Galaxy Survey: Decomposed Stellar Kinematics of Galaxy Bulges and Disks
- The high redshift SFR-M* relation is sensitive to the employed star formation rate and stellar mass indicators: Towards addressing the tension between observations and simulations
- Reproducing the Universe: a comparison between the EAGLE simulations and the nearby DustPedia galaxy sample
- Morphological signatures of mergers in the TNG50 simulation and the Kilo-Degree Survey: the merger fraction from dwarfs to Milky Way-like galaxies
- Inverse stellar population age gradients of post-starburst galaxies at z=0.8 with LEGA-C
- Non-parametric Morphologies of Galaxies in the EAGLE Simulation
- High-resolution synthetic UV-submm images for simulated Milky Way-type galaxies from the Auriga project
- A SAMI and MaNGA view on the stellar kinematics of galaxies on the star-forming main sequence
- UV to submillimetre luminosity functions of TNG50 galaxies
- The KMOS Galaxy Evolution Survey (KGES): the angular momentum of star-forming galaxies over the last ~10 Gyr
- Stellar Dynamical Models for 797 Galaxies from LEGA-C
- MaNGIA: 10,000 mock galaxies for stellar population analysis
- High-resolution synthetic UV-submm images for Milky Way-mass simulated galaxies from the ARTEMIS project
- Accurate Identification of Galaxy Mergers with Stellar Kinematics
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs. I. Construction and analysis of the mock data cubes
- SimSpin -- Constructing mock IFS kinematic data cubes
- Infrared luminosity functions and dust mass functions in the EAGLE simulation
- The SELGIFS data challenge: generating synthetic observations of CALIFA galaxies from hydrodynamical simulations
- Realistic synthetic integral field spectroscopy with RealSim-IFS
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs -- II. The catalogue
- The SAMI Galaxy Survey: understanding observations of large-scale outflows at low redshift with EAGLE simulations
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- The GECKOS Survey: Identifying kinematic sub-structures in edge-on galaxies
- TODDLERS: A new UV-mm emission library for star-forming regions. 1. Integration with SKIRT and public release
- More is better: Strong constraints on the stellar properties of LEGA-C z ~ 1 galaxies with Prospector
- FORECAST: a flexible software to forward model cosmological hydrodynamical simulations mimicking real observations
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs. -- III. Stellar metallicity drivers in MaNGA and TNG50
- TODDLERS: A New UV to Millimeter Emission Library for Star-Forming Regions. II. Star Formation Rate Indicators Using Auriga Zoom Simulations
- Galaxy mass profiles with convolutional neural networks
- The Tremaine-Weinberg method at high redshifts
- Mocking IFU observations and metallicity diagnostics from cosmological simulations
- From simulations to observations. Methodology and data release of mock TNG50 galaxies at 0.3 < z < 0.7 for WEAVE-StePS