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Table · dataset · 2023

Gaia DR3 stars LMC/MW membership

Listed in IVOA Registry (Virtual Observatory)

The high quality of the Gaia mission data is allowing to study the internal kinematics of the Large Magellanic Cloud (LMC) in unprecedented detail, providing insights on the non-axisymmetric structure of its disc.

Description

Recent works by the Gaia Collaboration have already made use of the excellent proper motions of Gaia DR2 and Gaia EDR3 for a first such analysis, but were based on limited strategies to distinguish the LMC stars from the Milky Way foreground that do not use all the available information and could not use the third component of the stellar motion, the line of sight velocity, that is now available on Gaia DR3 for a significant number of stars.

Our aim is twofold: First, to define and validate an improved, more efficient and adjustable selection strategy to distinguish the LMC stars from the Milky Way foreground. Second, to check the possible biases that assumed parameters or sample contamination from the Milky Way can introduce in the analysis of the internal kinematics of the LMC using Gaia data. Our selection is based on a supervised Neural Network classifier using as much as of the Gaia DR3 data as possible.

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Using this classifier we select three samples of candidate LMC stars with different degrees of completeness and purity; we validate these classification results using different test samples and we compare them with the results from the selection strategy used in the Gaia Collaboration papers, based only on proper motions. We analyse the resulting velocity profiles and maps for the different LMC samples, and we check how these results change when using also the line-of-sight velocities, available for a subset of stars.

We show that the contamination in the samples from Milky Way stars affects basically the results for the outskirts of the LMC, and that the analysis formalism used in absence of line-of-sight velocities does not bias the results for the kinematics in the inner disc. For the first time, we perform a kinematic analysis of the LMC using samples with the full three dimensional velocity information from Gaia DR3. The detailed 2D and 3D kinematic analysis of the LMC internal dynamics show that: the dynamics in the inner disc is mainly bar dominated; the kinematics on the spiral arm over-density seem to be dominated by an inward motion and a rotation faster than that of the disc in the piece of the arm attached to the bar; contamination of MW stars seem to dominate the outer parts of the disc and mainly affects old evolutionary phases; uncertainties in the assumed disc morphological parameters and line-of-sight velocity of the LMC can in some cases have significant effects in the analysis.

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Catalogue records · 2

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IVOA Registry (Virtual Observatory)ivo://cds.vizier/j/a+a/669/a9115 d agoJSON v1
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access_levelsource · IVOA Registryconnector:ivoa_registry@1.0.0
concepts[field].local:field:astronomymapping · IVOA Registryconnector:ivoa_registry@1.0.0
concepts[modality].ivoa_waveband:opticalsource · IVOA Registryconnector:ivoa_registry@1.0.0
descriptionsource · IVOA Registryconnector:ivoa_registry@1.0.0rr.resource.res_description
license_textsource · IVOA Registryconnector:ivoa_registry@1.0.0
publication_datesource · IVOA Registryconnector:ivoa_registry@1.0.0
titlesource · IVOA Registryconnector:ivoa_registry@1.0.0rr.resource.res_title
updated_datesource · IVOA Registryconnector:ivoa_registry@1.0.0