SIMBAD references

2021ApJS..253...45L - Astrophys. J., Suppl. Ser., 253, 45-45 (2021/April-0)

Stellar parameterization of LAMOST M dwarf stars.

LI J., LIU C., ZHANG B., TIAN H., QIU D. and TIAN H.

Abstract (from CDS):

The M dwarf stars are the most common stars in the Galaxy, dominating the population of the Galaxy at faint magnitudes. Precise and accurate stellar parameters for M dwarfs are of crucial importance for many studies. However, the atmospheric parameters of M dwarf stars are difficult to determine. In this paper, we present a catalog of the spectroscopic stellar parameters (Teff and [M/H]) of ∼300,000 M dwarf stars observed by both LAMOST and Gaia using the Stellar LAbel Machine (SLAM). We train a SLAM model using LAMOST spectra with APOGEE Data Release 16 labels with 2800 K < Teff < 4500K and -2 dex < [M/H] < 0.5 dex. The SLAM Teff is in agreement to within ∼50 K compared to the previous study determined by APOGEE observations, and the SLAM [M/H] agrees within 0.12 dex compared to the APOGEE observation. We also set up a SLAM model trained by the BT-Settl atmospheric model with random uncertainties (in cross validation) to 60 K and agreeing within ∼90 K compared to previous studies.

Abstract Copyright: © 2021. The American Astronomical Society. All rights reserved.

Journal keyword(s): M dwarf stars - Astronomy data analysis - Low mass stars - Catalogs

Status at CDS : Large table(s) will be appraised for possible ingestion in VizieR. // All or part of tables of objects will not be ingested in SIMBAD.

Simbad objects: 16

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