Gaia Data Release 3: Apsis II -- Stellar Parameters
arXiv:2206.05992 · doi:10.1051/0004-6361/202243919
Abstract
The third Gaia data release contains, beyond the astrometry and photometry, dispersed light for hundreds of millions of sources from the Gaia prism spectra (BP and RP) and the spectrograph (RVS). This data release opens a new window on the chemo-dynamical properties of stars in our Galaxy, essential knowledge for understanding the structure, formation, and evolution of the Milky Way. To provide insight into the physical properties of Milky Way stars, we used these data to produce a uniformly-derived, all-sky catalog of stellar astrophysical parameters (APs): Teff, logg, [M/H], [/Fe], activity index, emission lines, rotation, 13 chemical abundance estimates, radius, age, mass, bolometric luminosity, distance, and dust extinction. We developed the Apsis pipeline to infer APs of Gaia objects by analyzing their astrometry, photometry, BP/RP, and RVS spectra. We validate our results against other literature works, including benchmark stars, interferometry, and asteroseismology. Here we assessed the stellar analysis performance from Apsis statistically. We describe the quantities we obtained, including our results' underlying assumptions and limitations. We provide guidance and identify regimes in which our parameters should and should not be used. Despite some limitations, this is the most extensive catalog of uniformly-inferred stellar parameters to date. These comprise Teff, logg, and [M/H] (470 million using BP/RP, 6 million using RVS), radius (470 million), mass (140 million), age (120 million), chemical abundances (5 million), diffuse interstellar band analysis (1/2 million), activity indices (2 million), H{} equivalent widths (200 million), and further classification of spectral types (220 million) and emission-line stars (50 thousand). More precise and detailed astrophysical parameters based on epoch BP, RP, and RVS are planned for the next Gaia data release.
Gaia DR3 paper, 37 pages, 38 figures, catalog is available from the Gaia Archive and partner data centers; Accepted for publication in A&A
References in corpus (43)
- Array Programming with NumPy
- The Gaia mission
- Gaia Data Release 3: Summary of the content and survey properties
- A grid of MARCS model atmospheres for late-type stars I. Methods and general properties
- Estimating distances from parallaxes. V: Geometric and photogeometric distances to 1.47 billion stars in Gaia Early Data Release 3
- New constraints on the chemical evolution of the solar neighbourhood and Galactic disc(s). Improved astrophysical parameters for the Geneva-Copenhagen Survey
- A Grid of NLTE Line-Blanketed Model Atmospheres of Early B-type Stars
- Painting a portrait of the Galactic disc with its stellar clusters
- APOGEE Data and Spectral Analysis from SDSS Data Release 16: Seven Years of Observations Including First Results from APOGEE-South
- The 0.8-14.5 micron Spectra of Mid-L to Mid-T Dwarfs: Diagnostics of Effective Temperature, Grain Sedimentation, Gas Transport, and Surface Gravity
- The H emission of nearby M dwarfs and its relation to stellar rotation
- Asteroseismology and Gaia: Testing Scaling Relations Using 2200 Kepler Stars with TGAS Parallaxes
- Gaia Data Release 3: Analysis of RVS spectra using the General Stellar Parametriser from spectroscopy
- Gaia Data Release 3: Astrophysical parameters inference system (Apsis) I -- methods and content overview
- Gaia Data Release 3: Processing and validation of BP/RP low-resolution spectral data
- The GALAH Survey: Observational Overview and Gaia DR1 companion
- Gaia Data Release 3: Analysis of the Gaia BP/RP spectra using the General Stellar Parameterizer from Photometry
- Gaia Data Release 3: External calibration of BP/RP low-resolution spectroscopic data
- Gaia Data Release 3: Catalogue Validation
- Evolution of emission line activity in intermediate mass young stars
- Gaia Data Release 3: Mapping the asymmetric disc of the Milky Way
- Gaia Data Release 3. Summary of the variability processing and analysis
- The First APOKASC Catalog of Kepler Dwarf and Subgiant Stars
- Spatial distribution of Galactic Wolf-Rayet stars and implications for the global population
- Internal calibration of Gaia BP/RP low-resolution spectra
- Gaia Data Release 3: All-sky classification of 12.4 million variable sources into 25 classes
- Gaia Data Release 3: The extragalactic content
- Identical or fraternal twins? : The chemical homogeneity of wide binaries from Gaia DR2
- Gaia DR3: Apsis III -- Non-stellar content and source classification
- The Gaia Ultra-Cool Dwarf Sample -- II: Structure at the end of the main sequence
- Gaia Data Release 3: Properties of the line broadening parameter derived with the Radial Velocity Spectrometer (RVS)
- A Gaia early DR3 mock stellar catalog: Galactic prior and selection function
- Empirical Bolometric Fluxes and Angular Diameters of 1.6 Million Tycho-2 Stars and Radii of 350,000 Stars with \emph{Gaia} DR1 Parallaxes
- Gaia Data Release 3: Hot-star radial velocities
- The MarkI helioseismic experiment.I. Measurements of the solar gravitational redshift (1976-2013)
- Spectroscopic study of solar twins and analogues
- Gaia Data Release 3. Stellar chromospheric activity and mass accretion from Ca II IRT observed by the Radial Velocity Spectrometer
- A deep catalogue of classical Be stars in the direction of the Perseus Arm: spectral types and interstellar reddenings
- Gaia Data Release 3: Exploring and mapping the diffuse interstellar band at 862 nm
- GSP-spec line list for the parametrisation of Gaia -RVS stellar spectra
- The Gaia-ESO Survey: The analysis of the hot-star spectra
- Gaia Data Release 3: Surface brightness profiles of galaxies and host galaxies of quasars
- The GALAH survey: Multiple stars and our Galaxy. I. A comprehensive method for deriving properties of FGK binary stars
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- Gaia Data Release 3: Summary of the content and survey properties
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- Gaia Data Release 3: The Galaxy in your preferred colours. Synthetic photometry from Gaia low-resolution spectra
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- Gaia Data Release 3: Properties of the line broadening parameter derived with the Radial Velocity Spectrometer (RVS)
- Gaia Data Release 3: A Golden Sample of Astrophysical Parameters
- Gaia Data Release 3: Ellipsoidal Variables with Possible Black-Hole or Neutron Star secondaries
- Transferring spectroscopic stellar labels to 217 million Gaia DR3 XP stars with SHBoost
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- A Bayesian estimation of the Milky Way's circular velocity curve using Gaia DR3
- Quantitative spectroscopy of late O-type main-sequence stars with a hybrid non-LTE method
- Ultracool dwarfs in Gaia DR3
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- Analysing spectral lines in Gaia low-resolution spectra
- A Novel Method to Estimate the FUV Flux and a Catalogue for Star-Hosting Discs in Nearby Star-Forming Regions
- Kepler meets Gaia DR3: homogeneous extinction-corrected color-magnitude diagram and binary classification
- Mode identification and ensemble asteroseismology of 119 Cep stars detected by Gaia light curves and monitored by TESS
- VLTI/GRAVITY Observations and Characterization of the Brown Dwarf Companion HD 72946 B
- Benchmarking Gaia DR3 Apsis with the Hyades and Pleiades open clusters
- Predicting Interstellar Object Chemodynamics with Gaia
- Investigating Gaia EDR3 parallax systematics using asteroseismology of Cool Giant Stars observed by Kepler, K2, and TESS I. Asteroseismic distances to 12,500 red-giant stars
- An empirical isochrone archive for nearby open clusters
- Star formation and accretion rates within 500 pc as traced by Gaia DR3 XP spectra
- The Alma catalogue of OB stars. III. A cross-match with Gaia DR3 and an extension based on new spectral classifications
- Identification of late-type stars of class I
- Euclid preparation. XXVII. A UV-NIR spectral atlas of compact planetary nebulae for wavelength calibration
- Astrometric Weak Lensing with Gaia DR3 and Future Catalogs: Searches for Dark Matter Substructure
- The blue supergiant Sher 25 revisited in the Gaia era
- Emission line star catalogues post-Gaia DR3: A validation of Gaia DR3 data using LAMOST OBA emission catalogue
- A fast-rotating blue straggler star in the tidal tail of the open cluster NGC 752
- Variability and stellar pulsation incidence in Am/Fm stars using TESS and Gaia data
- The Gaia-ESO Survey DR5.1 and Gaia DR3 GSP-Spec: a comparative analysis
- Discovery and characterisation of two Neptune-mass planets orbiting HD 212729 with TESS
- Serendipitous discovery of the magnetic cataclysmic variable SRGE J075818-612027
- The astrophysical parameters of chemically peculiar stars from automatic methods
- Small and Close-In Planets are Uncommon Around A-type Stars
- HD 7977 and its possible influence on Solar System bodies
- Planets similar in size are often dissimilar in interior
- Predicting Astrometric Microlensing Events from Gaia DR3
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- Search for new Galactic Wolf-Rayet stars using Gaia DR3. I. Candidate selection and the follow-up of the bright sample
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- Flare frequency in M dwarfs belonging to Young Moving Groups
- Chemically peculiar stars on the pre-main sequence
- Solar twins in Gaia DR3 GSP-Spec I. Building a large catalog of Solar twins with ages
- Symbiotic binaries in the Gaia data. I. Known symbiotics in DR3 and FPR
- LAMOST YSOs. I. Spectroscopically identifying and characterizing M-type young stellar objects
- Young M dwarfs flare activity model: Towards better exoplanetary atmospheric characterisation
- The large-scale kinematics of young stars in the Milky Way disc: first results from SDSS-V
- 200,000+ Deep Learning-inferred Periods of Stellar Variability from the All-Sky Automated Survey for Supernovae
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- Background Intensity Estimation for Cassini-ISS Image Using Deep Learning-Based Diffusion Model
- Refined M-type Star Catalog from LAMOST DR10: Measurements of Radial Velocities, , log , [M/H] and [/M]
- ExoDNN: Boosting exoplanet detection with artificial intelligence. Application to Gaia Data Release 3
- Rotation of young solar-type stars as seen by Gaia and K2
- Looking for Signs of Unresolved Binarity in the Continuum of LAMOST Stellar Spectra
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- Study of Massive OBA Stars with X-ray Emission
- Component masses in stellar and substellar binaries from Gaia astrometry and photometry
- XP-TEAL: Gaia XP tool for emission and absorption lines. I. Balmer lines in open clusters
- TESS's First Bound Microlensing Planet: A Binary Microlensing Event Revealing a Planetary Companion toward the Galactic Plane
- Disentangling the two sub-populations of early Herbig Be stars using VLT/X-Shooter spectra