Recovering chemical bimodalities in observed edge-on stellar disks: insights from AURIGA simulations
Francesca Pinna, Robert J. J. Grand, Marie Martig, Francesca, Fragkoudi

TL;DR
This study demonstrates that chemical bimodalities in edge-on stellar disks can be reliably recovered from mock integral-field spectroscopy data, despite projection effects and spatial binning, providing insights into galaxy disk structures.
Contribution
It introduces a method to identify chemical bimodalities in edge-on galaxies using AURIGA simulations and mock IFS observations, accounting for projection and binning effects.
Findings
Bimodality is preserved in projected maps despite shape changes.
Spatial binning narrows distributions, often amplifying bimodality.
Integrated properties can distinguish thick and thin disks in bimodal distributions.
Abstract
We assessed the ability to recover chemical bimodalities in integral-field spectroscopy (IFS) observations of edge-on galaxies, using 24 Milky Way-mass galaxies from the AURIGA zoom-in cosmological simulations. We first analyzed the distribution of single stellar particles in the [Mg/Fe] - [Fe/H] plane. Then we produced mock IFS [Mg/Fe] and [Fe/H] maps of galaxies seen edge on, and considered integrated stellar-population properties (projected and spatially binned). We investigated how the distribution of stars in the [Mg/Fe] - [Fe/H] plane is affected by edge-on projection and spatial binning. Bimodality is preserved while distributions change their shapes. Naturally, broad distributions of individual star particles are narrowed into smaller [Mg/Fe] and [Fe/H] ranges for spatial bins. We observe continuous distributions, bimodal in most cases. The overlap in [Fe/H] is small, and…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAstrophysics and Star Formation Studies · Stellar, planetary, and galactic studies · Astronomy and Astrophysical Research
