Estimating the selection function of Gaia DR3 subsamples

نویسندگان

چکیده

Context. Understanding the intricacies behind presence and absence of sources in an astronomical catalogue is crucial for accurate interpretation data. In particular, multi-dimensional Gaia data, filters cuts on different parameters or measurements introduce a selection function that may unintentionally alter scientific conclusions subtle ways. Aims. We aim to develop methodology estimate subsamples stars catalogue. Methods. Comparing number given subsample overall provides membership probability as sky position, magnitude, colour. The method used make this must differentiate stochastic from effects. When multiplied with function, total subsample. Results. present our new estimating by applying it DR3 heliocentric radial velocity measurements. also compute Gaia-Sausage/Enceladus sample, confirming apparent asymmetry its debris across merely caused Conclusions. we have developed estimates completely contained parent (for which known). This tool made available GaiaUnlimited Python package.

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ژورنال

عنوان ژورنال: Astronomy and Astrophysics

سال: 2023

ISSN: ['0004-6361', '1432-0746']

DOI: https://doi.org/10.1051/0004-6361/202346547