Recovering galaxy star formation and metallicity histories from spectra using VESPA
arXiv:0704.0941 · doi:10.1111/j.1365-2966.2007.12323.x
Abstract
We introduce VErsatile SPectral Analysis (VESPA): a new method which aims to recover robust star formation and metallicity histories from galactic spectra. VESPA uses the full spectral range to construct a galaxy history from synthetic models. We investigate the use of an adaptative parametrization grid to recover reliable star formation histories on a galaxy-by-galaxy basis. Our goal is robustness as opposed to high resolution histories, and the method is designed to return high time resolution only where the data demand it. In this paper we detail the method and we present our findings when we apply VESPA to synthetic and real Sloan Digital Sky Survey (SDSS) spectroscopic data. We show that the number of parameters that can be recovered from a spectrum depends strongly on the signal-to-noise, wavelength coverage and presence or absence of a young population. For a typical SDSS sample of galaxies, we can normally recover between 2 to 5 stellar populations. We find very good agreement between VESPA and our previous analysis of the SDSS sample with MOPED.
In press MNRAS, minor revisions to match accepted version by the journal
References in corpus (5)
- Star formation in AEGIS field galaxies since z=1.1 . Staged galaxy formation, and a model of mass-dependent gas exhaustion
- H-alpha Observations of a Large Sample of Galaxies at z~2: Implications for Star Formation in High Redshift Galaxies
- The star formation histories of galaxies in the Sloan Digital Sky Survey
- Lyman-break galaxies at z~5 -I. First significant stellar mass assembly in galaxies that are not simply z~3 LBGs at higher redshift
- Properties of Luminous Red Galaxies in the Sloan Digital Sky Survey
Cited by in corpus (93)
- Improving the full spectrum fitting method: accurate convolution with Gauss-Hermite functions
- Stellar Population Inference with Prospector
- PRIMUS: Constraints on Star Formation Quenching and Galaxy Merging, and the Evolution of the Stellar Mass Function From z=0-1
- The Star Formation Histories of Local Group Dwarf Galaxies I. Hubble Space Telescope / Wide Field Planetary Camera 2 Observations
- Full spectrum fitting with photometry in pPXF: stellar population versus dynamical masses, non-parametric star formation history and metallicity for 3200 LEGA-C galaxies at redshift z~0.8
- Stellar Population gradients in galaxy discs from the CALIFA survey
- Post-starburst galaxies: more than just an interesting curiosity
- Firefly (Fitting IteRativEly For Likelihood analYsis): a full spectral fitting code
- The Cosmic Evolution of Metallicity from the SDSS Fossil Record
- Fast, Slow, Early, Late: Quenching Massive Galaxies at z~0.8
- Non-parametric Star Formation History Reconstruction with Gaussian Processes I: Counting Major Episodes of Star Formation
- Stellar Population and Kinematic Profiles in Spiral Bulges & Disks: Population Synthesis of Integrated Spectra
- SDSS IV MaNGA: The global and local stellar mass assemby histories of galaxies
- Galaxy Zoo: Evidence for Diverse Star Formation Histories through the Green Valley
- The Diversity and Variability of Star Formation Histories in Models of Galaxy Evolution
- Galaxy Zoo: Quantitative Visual Morphological Classifications for 48,000 galaxies from CANDELS
- LZIFU: an emission-line fitting toolkit for integral field spectroscopy data
- P-MaNGA: Full spectral fitting and stellar population maps from prototype observations
- The inside-out formation of nuclear discs and the absence of old central spheroids in barred galaxies of the TIMER survey
- Evidence for short-lived SN Ia progenitors
- Extragalactic Constraints on the Initial Mass Function
- A unified explanation for the supernova rate-galaxy mass dependency based on supernovae discovered in Sloan galaxy spectra
- The spatially-resolved star formation histories of CALIFA galaxies: Implications for galaxy formation
- Constraining globular cluster formation through studies of young massive clusters - II. A Single Stellar Population Young Massive Cluster in NGC 34
- The star formation history of galaxies: the role of galaxy mass, morphology and environment
- An EAGLE's View of Ex-situ Galaxy Growth
- Probing recent star formation with absorption-line strengths in hierarchical models and observations
- BayeSED: A General Approach to Fitting the Spectral Energy Distribution of Galaxies
- Introducing piXedfit -- a Spectral Energy Distribution Fitting Code Designed for Resolved Sources
- The Impact of Star Formation Histories on Stellar Mass Estimation: Implications from the Local Group Dwarf Galaxies
- The PyCASSO database: Spatially resolved stellar population properties for CALIFA galaxies
- Recalibrating the Cosmic Star Formation History
- Green Valley galaxies as a transition population in different environments
- Reconstructing the Assembly of Massive Galaxies. I: The Importance of the Progenitor Effect in the Observed Properties of Quiescent Galaxies at
- Simultaneous analysis of SDSS spectra and GALEX photometry with STARLIGHT: Method and early results
- Constraining star formation rates in cool-core brightest cluster galaxies
- {\sc mirkwood:} Fast and Accurate SED Modeling Using Machine Learning
- Galaxy And Mass Assembly (GAMA): The Consistency of GAMA and WISE Derived Mass-to-Light Ratios
- First Light And Reionisation Epoch Simulations (FLARES) VII: The Star Formation and Metal Enrichment Histories of Galaxies in the early Universe
- On the recovery of galaxy properties from SED fitting solutions
- Star formation histories from multi-band photometry: A new approach
- Galaxy And Mass Assembly (GAMA): Timescales for galaxies crossing the green valley
- The MaNGA FIREFLY Value-Added-Catalogue: resolved stellar populations of 10,010 nearby galaxies
- Diffstar: A Fully Parametric Physical Model for Galaxy Assembly History
- Gemini NIFS survey of feeding and feedback processes in nearby Active Galaxies: VI -- Stellar Populations
- The Stripe 82 Massive Galaxy Project III: A Lack of Growth Among Massive Galaxies
- Impact of an AGN featureless continuum on estimation of stellar population properties
- REQUIEM-2D: Spatially Resolved Stellar Populations from HST 2D Grism Spectroscopy
- Autoencoding Galaxy Spectra II: Redshift Invariance and Outlier Detection
- Stellar populations and star formation histories of the most extreme [OIII] emitters at
- Stochastic Modelling of Star Formation Histories III. Constraints from Physically-Motivated Gaussian Processes
- The delay time distribution of supernovae from integral-field spectroscopy of nearby galaxies
- Reconstructing the Assembly of Massive Galaxies. II. Galaxies Develop Massive and Dense Stellar Cores as They Evolve and Head Toward Quiescence at Cosmic Noon
- Loss of star forming gas in SDSS galaxies
- Surrogate modelling the Baryonic Universe II: on forward modelling the colours of individual and populations of galaxies
- HR-pyPopStar: high wavelength-resolution stellar populations evolutionary synthesis model
- Chemical evolution of local post-starburst galaxies: Implications for the mass-metallicity relation
- Deriving the star formation histories of galaxies from spectra with simulation-based inference
- More is better: Strong constraints on the stellar properties of LEGA-C z ~ 1 galaxies with Prospector
- Euclid: A complete Einstein ring in NGC 6505
- Star Formation Histories from SEDs and CMDs Agree: Evidence for Synchronized Star Formation in Local Volume Dwarf Galaxies over the Past 3 Gyr
- On the maximum age resolution achievable through stellar population synthesis models
- Self-consistent population spectral synthesis with FADO: II. Star formation history of galaxies in spectral synthesis methods
- Getting ready for the LSST data -- estimating the physical properties of main sequence galaxies
- The dark side of galaxy stellar populations II: The dependence of star formation histories on halo mass and on the scatter of the main sequence
- Validation of optimised population synthesis through mock spectra and Galactic globular clusters
- Lightning: An X-ray to Submillimeter Galaxy SED-Fitting Code With Physically-Motivated Stellar, Dust, and AGN Models
- Recovery of the low- and high-mass end slopes of the IMF in massive early-type galaxies using detailed elemental abundances
- Simulation-based inference of galaxy properties from JWST pixels
- Revisiting stellar properties of star-forming galaxies with stellar and nebular spectral modelling
- Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
- Unveiling the Universe with Emerging Cosmological Probes
- Stellar populations of galaxies in the LAMOST spectral survey
- Age-Divided Mean Stellar Populations from Full Spectrum Fitting as the Simplified Star Formation and Chemical Evolution History of a Galaxy: Methodology and Reliability
- On the Constraints of Galaxy Assembly Bias in Velocity Space
- Polynomial expansion of the star formation history in galaxies
- Uncertainty-Aware Blob Detection with an Application to Integrated-Light Stellar Population Recoveries
- Simple Stellar Population Modeling of Low S/N Galaxy Spectra and Quasar Host Galaxy Applications
- Galaxy Manifold: Characterizing and understanding galaxies with two parameters
- Central Concentration of Asymmetric Features in Post-starburst Galaxies at
- Counting stars from the integrated spectra of galaxies
- SEW: A full-spectrum linear fitting with stellar population synthesis method Based on "Equivalent Widths spectrum"
- Reconstructing galaxy star formation histories from COSMOS2020 photometry using simulation-based inference
- The dust-star interplay in late-type galaxies at z < 0.5: forecasts for the JWST
- A spectroscopic study of 14 structures behind Holm15A: Detecting a galaxy group candidate at z=0.58
- The multi-component fitting to the star formation histories in the TNG simulation
- CIGaRS I: Combined simulation-based inference from type Ia supernovae and host photometry
- SNITCH: Seeking a simple, informative star formation history inference tool
- SPAN: A cross-platform Python GUI software for optical and near-infrared spectral analysis
- HR-pyPopStar II: high spectral resolution evolutionary synthesis models low metallicity expansion and the properties of the stellar populations of dwarf galaxies
- UV bright red-sequence galaxies: a comparative study between UV upturn and UV weak systems
- Cosmography via stellar archaeology of low-redshift early-type galaxies from SDSS
- pop-cosmos: Star formation over 12 Gyr from generative modelling of a deep infrared-selected galaxy catalogue