학술논문

Probabilistic modeling of asteroid diameters from Gaia DR2 errors
Document Type
Working Paper
Source
Res. Notes AAS 5 199 (2021)
Subject
Astrophysics - Earth and Planetary Astrophysics
Astrophysics - Instrumentation and Methods for Astrophysics
Language
Abstract
The Gaia Data Release 2 provides precise astrometry for nearly 1.5 billion sources across the entire sky, including several thousand asteroids. In this work, we provide evidence that reasonably large asteroids (diameter $>$ 20 km) have high correlations with Gaia relative flux uncertainties and systematic right ascension errors. We further capture these correlations using a logistic Bayesian additive regression tree model. We compile a small list of probable large asteroids that can be targeted for direct diameter measurements and shape reconstruction.
Comment: 3 pages, 1 figure, accepted for publication at Research Notes of the AAS