J/ApJ/984/58        Stellar parameters from XP and RVS spectra    (Huson+, 2025)

Gaia Net: Toward Robust Spectroscopic Parameters of Stars of all Evolutionary Stages. Huson D., Cowan I., Sizemore L., Kounkel M., Hutchinson B. <Astrophys. J. 984, 58 (2025)> =2025ApJ...984...58H 2025ApJ...984...58H (SIMBAD/NED BibCode)
ADC_Keywords: Populations, stellar ; Effective temperatures ; Abundances, [Fe/H] ; Optical ; Spectroscopy Keywords: spectroscopy - stellar properties - surface gravity - stellar populations Abstract: We present a new processing of XP spectra for 220 million stars released in Gaia DR3. The new data model is capable of handling objects with Teff between 2000 and 50000K and with between 0 and 10, including objects of multitude of masses and evolutionary stages. This includes for the first time ever robust processing of spectroscopic parameters for pre-main-sequence stars, with sensitivity toward their age. Through this analysis we examine the distribution of young low-mass stars with ages of up to 20 Myr in the solar neighborhood, and we identify a new massive (>1000 stars) population, Ophion, which is found east of Sco-Cen. This population appears to be fully disrupted, with negligible kinematic coherence. Nonetheless, due its young age it appears to still persist as a spatial overdensity. Through improved determination of ages of the nearby stars, it may be possible to better recover the star-forming history of the solar neighborhood outside of the moving groups. Description: We have developed a new pipeline, Gaia Net, for reprocessing Gaia XP spectra that is capable of operating across the entire parameter space of Teff and logg, from M&L dwarfs to O stars, from white dwarfs to supergiants. We present the results for 219196764 XP spectra and 999645 RVS spectra. File Summary: -------------------------------------------------------------------------------- FileName Lrecl Records Explanations -------------------------------------------------------------------------------- ReadMe 80 . This file table1.dat 78 219196764 Stellar Parameters Derived from XP Spectra table2.dat 78 999645 Stellar Parameters Derived from RVS Spectra -------------------------------------------------------------------------------- See also: I/355 : Gaia DR3 Part 1. Main source (Gaia Collaboration, 2022) Byte-by-byte Description of file: table?.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 19 I19 --- GaiaDR3 Gaia DR3 unique identifier 21- 30 F10.6 deg RAdeg Right Ascension in decimal degrees (J2000) 32- 41 F10.6 deg DEdeg Declination in decimal degrees (J2000) 43- 47 F5.3 [K] logTeff log effective temperature 49- 53 F5.3 [K] e_logTeff Uncertainty in logTeff 55- 59 F5.2 [cm/s2] log(g) log surface gravity 61- 65 F5.2 [cm/s2] e_log(g) Uncertainty in log(g) 67- 71 F5.2 [Sun] [Fe/H] Metallicity 73- 77 F5.2 [Sun] e_[Fe/H] Uncertainty in [Fe/H] -------------------------------------------------------------------------------- History: From electronic version of the journal
(End) Patricia Vannier [CDS] 25-Sep-2025
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