arXiv · 2108.11814
Probabilistic modeling of asteroid diameters from Gaia DR2 errors
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.
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Rafael S. de Souza, Alberto Krone-Martins, Valerio Carruba, Rita de Cassia Domingos, Emille E. O. Ishida, Safwan Alijbaae, Mariela Huaman Espinoza, William Barletta. 2021-08-26. Probabilistic modeling of asteroid diameters from Gaia DR2 errors. https://doi.org/10.3847/2515-5172%2Fac205e
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