Context. Multifilter photometry from large sky surveys is commonly used to assign asteroid taxonomic types and study various problems in planetary science. To maximize the science output of those surveys, it is important to use methods that best link the spectro-photometric measurements to asteroid taxonomy. Aims. We aim to determine which...
-
November 2022 (v1)Journal articleComparison of machine learning algorithms used to classify the asteroids observed by all-sky surveysUploaded on: March 25, 2023
-
2009 (v1)Journal article
We present Markov-Chain Monte-Carlo methods (MCMC) for the derivation of empirical model parameters for photometric and polarimetric phase curves of asteroids. Here we model the two phase curves jointly at phase angles 25° using a linear-exponential model, accounting for the opposition effect in disk-integrated brightness and the negative...
Uploaded on: December 3, 2022 -
November 16, 2022 (v1)Publication
The third data release by the Gaia mission of the European Space (DR3) is the first release to provide the community with a large sample of observations for more than 150 thousand Solar System objects, including asteroids and natural planetary satellites. The release contains astrometry (over 23 million epochs) and photometry, along with...
Uploaded on: December 4, 2022