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Parameters of 220 million stars from Gaia BP/RP spectra

Research datakeyboard_double_arrow_right Dataset 03 Mar 2023Publisher:Zenodo
Authors: Zhang, Xiangyu; Green, Gregory M; Rix, Hans-Walter;

doi: 10.5281/zenodo.7748979 , 10.5281/zenodo.7811871 , 10.5281/zenodo.7748881 , 10.5281/zenodo.7692680 , 10.5281/zenodo.7692681

Parameters of 220 million stars from Gaia BP/RP spectra

Abstract

We present parameters of 220 million stars, based on Gaia XP spectra and near-infrared photometry from 2MASS and WISE. Instead of using ab initio stellar models, we develop a data-driven model of Gaia XP spectra as a function of the stellar parameters, with a few straightforward built-in physical assumptions. Here, we provide the resulting catalog of stellar parameters, our trained stellar model, and a few Python scripts that demonstrate how to interact with the catalog and model. See the README.md for more information.

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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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