Data-driven stellar parameters for southern TESS FGK targets

Author:

Deacon N R1,Henning Th1,Kossakowski D E1

Affiliation:

1. Max Planck Institute for Astronomy, Konigstuhl 17, Heidelberg, D-69117, Germany

Abstract

Abstract We present stellar parameter estimates for 939 457 southern FGK stars that are candidate targets for the Transiting Exoplanet Survey Satellite (TESS) mission. Using a data-driven method similar to the CANNON, we build a model of stellar colours as a function of stellar parameters. We then use these in combination with stellar evolution models to estimate the effective temperature, gravity, metallicity, mass, radius, and extinction for our selected targets. Our effective temperature estimates compare well with those from spectroscopic surveys and the addition of Gaia DR2 parallaxes allows us to identify subgiant interlopers into the TESS sample. We are able to estimate the radii of TESS targets with a typical uncertainty of 9.3 per cent. This catalogue can be used to screen exoplanet candidates from TESS and provides a homogeneous set of stellar parameters for statistical studies.

Funder

Australian Research Council

University of Sydney

Australian National University

Swinburne University of Technology

University of Queensland

University of Western Australia

University of Melbourne

Curtin University of Technology

Monash University

Australian Astronomical Observatory

Publisher

Oxford University Press (OUP)

Subject

Space and Planetary Science,Astronomy and Astrophysics

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