Quantifying the influence of bars on action-based dynamical modelling of disc galaxies
arXiv:2212.06184 · doi:10.1093/mnras/stad1525
Abstract
Action-based dynamical modelling, using stars as dynamical tracers, is an excellent diagnostic to estimate the underlying axisymmetric matter distribution of the Milky Way. However, the Milky Way's bar causes non-axisymmetric resonance features in the stellar disc. Using Roadmapping (an action-based dynamical modelling framework to estimate the gravitational potential and the stellar distribution function), we systematically quantify the robustness of action-based modelling in the presence of a bar. We construct a set of test-particle simulations of barred galaxies (with varying bar properties), and apply Roadmapping to different survey volumes (with varying azimuthal position, size) drawn from these barred models. For realistic bar parameters, the global potential parameters are still recovered to within ~ 1 - 17 percent. However, with increasing bar strength, the best-fit values of the parameters progressively deviate from their true values. This happens due to a combination of radial heating, radial migration, and resonance overlap phenomena in our bar models. Furthermore, the azimuthal location and the size of the survey volumes play important roles in the successful recovery of the parameters. Survey volumes along the bar major axis produce larger (relative) errors in the best-fit parameter values. In addition, the potential parameters are better recovered for survey volumes with larger spatial coverage. As the Sun is located just ~ 28 - 33 degrees behind the bar's major axis, an estimate for the bar-induced systematic bias -- as provided by this study -- is therefore crucial for future modelling attempts of the Milky Way.
18 pages, 2 tables, 11 figures (including appendix), accepted for publication in MNRAS
References in corpus (22)
- galpy: A Python Library for Galactic Dynamics
- Riding the Spiral Waves: Implications of Stellar Migration for the Properties of Galactic Disks
- Dynamical modelling of the Galactic bulge and bar: the Milky Way's bar pattern speed, stellar, and dark matter mass distribution
- The Structure of the Milky Way's Bar Outside the Bulge
- On the local dark matter density
- Constraining the Galaxy's dark halo with RAVE stars
- A new determination of the local dark matter density from the kinematics of K dwarfs
- NMAGIC: Fast Parallel Implementation of a Chi-Squared-Made-to-Measure Algorithm for Modelling Observational Data
- Extended distribution functions for our Galaxy
- Disassembling the Galaxy with angle-action coordinates
- On the ridges, undulations & streams in Gaia DR2: Linking the topography of phase-space to the orbital structure of an N-body bar
- Gas Dynamics in the Galaxy: Total Mass Distribution and the Bar Pattern Speed
- The Vertical Structure and Kinematics of Grand Design Spirals
- The vertical effects of disc non-axisymmetries from perturbation theory: the case of the Galactic bar
- A measurement of the Galactic plane mass density from binary pulsar accelerations
- Orbital tori for non-axisymmetric galaxies
- Bars and boxy/peanut bulges in thin and thick discs. II. Can bars form in hot thick discs?
- Eclipse timing the Milky Way's gravitational potential
- Age dissection of the vertical breathing motions in Gaia DR2: evidence for spiral driving
- Charting Galactic Accelerations: When and How to Extract a Unique Potential from the Distribution Function
- Exploring the GalMer database: bar properties and non-circular motions
- The pattern speeds of vertical breathing waves