On the maximum age resolution achievable through stellar population synthesis models
arXiv:2401.07335 · doi:10.1093/mnras/stae178
Abstract
As the reconstruction of the star-formation histories (SFH) of galaxies from spectroscopic data becomes increasingly popular, we explore the best age resolution achievable with stellar population synthesis (SPS) models, relying on different constraints: broad-band colours, absorption indices, a combination of the two, and the full spectrum. We perform idealized experiments on SPS models and show that the minimum resolvable relative duration of a star-formation episode (time difference between 10% and 90% of the stellar mass formed divided by the median age) is never better than 0.4, even when using spectra with signal-to-noise ratio (SNR) larger than 100 per AA. Typically, the best relative age resolution ranges between 0.4 and 0.7 over most of the age-metallicity plane, corresponding to minimum bin sizes for SFH sampling between 0.15 and 0.25 dex. This resolution makes the spectroscopic exploration of distant galaxies mandatory in order to reconstruct the early phases of galaxies' SFHs. We show that spectroscopy with SNR 2/AA is essential for good age resolution. Remarkably, using the full spectrum does not prove significantly more effective than relying on absorption indices, especially at SNR 20/AA. We discuss the physical origins of the age resolution trends as a function of age and metallicity, and identify the presence of maxima in age resolution (i.e. minima in measurable relative time duration) at the characteristic ages that correspond to quick time variations in spectral absorption features. We connect these maxima to bumps commonly observed in reconstructed SFHs.
arXiv commentAccepted for publication on MNRAS - 16 pages
References in corpus (31)
- Stellar population synthesis at the resolution of 2003
- The Seventh Data Release of the Sloan Digital Sky Survey
- Parametric Recovery of Line-of-Sight Velocity Distributions from Absorption-Line Spectra of Galaxies via Penalized Likelihood
- Spectroscopic Target Selection in the Sloan Digital Sky Survey: The Main Galaxy Sample
- A Simple Model for the Absorption of Starlight by Dust in Galaxies
- MILES: A Medium resolution INT Library of Empirical Spectra
- Improving the full spectrum fitting method: accurate convolution with Gauss-Hermite functions
- The ages and metallicities of galaxies in the local universe
- Modeling the Panchromatic Spectral Energy Distributions of Galaxies
- The Galactic disk mass function: reconciliation of the HST and nearby determinations
- Inferring the star-formation histories of massive quiescent galaxies with BAGPIPES: Evidence for multiple quenching mechanisms
- An updated MILES stellar library and stellar population models
- How to Measure Galaxy Star Formation Histories II: Nonparametric Models
- 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
- 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 Content from high resolution galactic spectra via Maximum A Posteriori
- Recovering galaxy star formation and metallicity histories from spectra using VESPA
- Resolving galaxies in time and space: I: Applying STARLIGHT to CALIFA data cubes
- The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
- The VLT LEGA-C Spectroscopic Survey: The Physics of Galaxies at a Lookback Time of 7 Gyr
- Firefly (Fitting IteRativEly For Likelihood analYsis): a full spectral fitting code
- Spatially resolved spectroscopy of early-type galaxies over a range in mass
- SDSS IV MaNGA - An archaeological view of the Cosmic Star Formation History
- The spatially-resolved star formation histories of CALIFA galaxies: Implications for galaxy formation
- Sub one percent mass fractions of young stars in red massive galaxies
- Timing the evolution of quiescent and star-forming local galaxies
- Resolving the age bimodality of galaxy stellar populations on kpc scales
- The Science Case for Multi-Object Spectroscopy on the European ELT
- A few StePS forward in unveiling the complexity of galaxy evolution: light-weighted stellar ages of intermediate redshift galaxies with WEAVE
- WEAVE-StePS. A stellar population survey using WEAVE at WHT
- Recovering age-metallicity distributions from integrated spectra: validation with MUSE data of a nearby nuclear star cluster
Cited by in corpus (8)
- COSMOS-Web: A history of galaxy migrations over the stellar mass-star formation rate plane
- Recovery of the low- and high-mass end slopes of the IMF in massive early-type galaxies using detailed elemental abundances
- Re-assessing the stellar population scaling relations of the galaxies in the Local Universe
- TP-AGB stars and stellar population properties of a post-starburst galaxy at through optical and NIR spectroscopy with JWST
- The COSMOS Wall at z0.73: star-forming galaxies and their evolution in different environments
- LEGA-C stellar populations scaling relations. II: Dissecting mass-complete archaeological trends and their evolution since z~0.7 with LEGA-C and SDSS
- Towards Precision Cosmology With Improved PNLF Distances Using VLT-MUSE. III. Impact of Stellar Populations in Early-Type Galaxy
- Testing a New Star Formation History Model from Principal Component Analysis to Facilitate Spectral Synthesis Modeling