Mass and shape of the Milky Way's dark matter halo with globular clusters from Gaia and Hubble
arXiv:1805.01408 · doi:10.1051/0004-6361/201833355
Abstract
We estimate the mass of the inner ( kpc) Milky Way and the axis ratio of its dark matter halo using globular clusters as tracers. At the same time, we constrain the phase-space distribution of the globular cluster system. We use the Gaia DR2 catalogue of 75 globular clusters' proper motions and recent measurements of the proper motions of another 20 distant clusters obtained with the Hubble Space Telescope. We describe the globular cluster system with a 2-component distribution function (DF), with a flat, rotating disc and a rounder, more extended halo. While fixing the Milky Way's disc and bulge, we let the mass and shape of the dark matter halo and we fit these two parameters, together with other six describing the DF, with a Bayesian method. We find the mass of the Galaxy within 20 kpc to be , of which is in dark matter, and the density axis ratio of the dark matter halo to be . This implies a virial mass . Our analysis rules out oblate () and strongly prolate halos () with 99\% probability. Our preferred model reproduces well the observed phase-space distribution of globular clusters and has a disc component that closely resembles that of the Galactic thick disc. The halo component follows a power-law density profile , has a mean rotational velocity of at 20 kpc, and has a mildly radially biased velocity distribution (, fairly constant outside 15 kpc). We also find that our distinction between disc and halo clusters resembles, although not fully, the observed distinction in metal-rich ([Fe/H]) and metal-poor ([Fe/H]) cluster populations.
arXiv commentAccepted for publication in A&A
References in corpus (51)
- Gaia Data Release 2. Summary of the contents and survey properties
- The Structure of Cold Dark Matter Halos
- Statistical Properties of X-ray Clusters: Analytic and Numerical Comparisons
- Local Kinematics and the Local Standard of Rest
- The Galaxy in Context: Structural, Kinematic and Integrated Properties
- Cold dark matter haloes in the Planck era: evolution of structural parameters for Einasto and NFW profiles
- The Radial Velocity Experiment (RAVE): first data release
- Mass models of the Milky Way
- The RAVE Survey: Constraining the Local Galactic Escape Speed
- Gaia Data Release 2: Kinematics of globular clusters and dwarf galaxies around the Milky Way
- Two Stellar Components in the Halo of the Milky Way
- AGAMA: Action-based galaxy modelling architecture
- A dynamically young and perturbed Milky Way disk
- Gaia Data Release 2: Mapping the Milky Way disc kinematics
- Constraining the Milky Way potential with a 6-D phase-space map of the GD-1 stellar stream
- Internal and External Alignment of the Shapes and Angular Momenta of LCDM Halos
- The Masses of the Milky Way and Andromeda galaxies
- The RAVE survey: the Galactic escape speed and the mass of the Milky Way
- The Milky Way stellar halo out to 40 kpc : Squashed, broken but smooth
- The radial velocity dispersion profile of the Galactic halo: Constraining the density profile of the dark halo of the Milky Way
- Actions for axisymmetric potentials
- Assessing the Milky Way Satellites Associated with the Sagittarius Dwarf Spheroidal Galaxy
- "Skinny Milky Way, Please", says Sagittarius
- Masses for the Local Group and the Milky Way
- Velocity trends in the debris of Sagittarius and the shape of the dark-matter halo of the Galaxy
- Constraining the Galaxy's dark halo with RAVE stars
- The Space Motion of Leo I: The Mass of the Milky Way's Dark Matter Halo
- Distribution functions for the Milky Way
- One large blob and many streams frosting the nearby stellar halo in Gaia DR2
- The Case for the Dual Halo of the Milky Way
- Two measures of the shape of the Milky Way's dark halo
- The Shape of Dark Matter Haloes in the Aquarius Simulations: Evolution and Memory
- The Mass Profile of the Galaxy to 80 kpc
- Constraints on the shape of the Milky Way dark matter halo from the Sagittarius stream
- The radial profile and flattening of the Milky Way's stellar halo to kpc from the SEGUE K-giant Survey
- Reddening and metallicity maps of the Milky Way bulge from VVV and 2MASS III. The first global photometric metallicity map of the Galactic bulge
- Exploring the Variable Sky with LINEAR. II. Halo Structure and Substructure Traced by RR Lyrae Stars to 30 kpc
- Absolute HST Proper Motion (HSTPROMO) of Distant Milky Way Globular Clusters: Galactocentric Space Velocities and the Milky Way Mass
- Dipping Our Toes in the Water: First Models of GD-1 as a Stream
- Action-based distribution functions for spheroidal galaxy components
- The first all-sky view of the Milky Way stellar halo with Gaia+2MASS RR Lyrae
- The Tilt of the Halo Velocity Ellipsoid and the Shape of the Milky Way Halo
- Characterising stellar halo populations I: An extended distribution function for halo K giants
- Bayesian Mass Estimates of the Milky Way II: The dark and light sides of parameter assumptions
- Estimating the Mass of the Milky Way Using the Ensemble of Classical Satellite Galaxies
- The dynamically selected stellar halo of the Galaxy with Gaia and the tilt of the velocity ellipsoid
- Is the Dark Halo of the Milky Way Prolate?
- Made-to-Measure Dark Matter Haloes, Elliptical Galaxies and Dwarf Galaxies in Action Coordinates
- Progressively more prolate dark matter halo in the outer Galaxy as traced by flaring HI gas
- Bayesian Mass Estimates of the Milky Way: including measurement uncertainties with hierarchical Bayes
- Galactic googly: the rotation-metallicity bias in the inner stellar halo of the Milky Way
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- The Milky Way total mass profile as inferred from Gaia DR2
- Proper motions and dynamics of the Milky Way globular cluster system from Gaia DR2
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- The imprint of galaxy mergers on satellite planes in a cosmological context
- Solo dwarfs IV: Comparing and contrasting satellite and isolated dwarf galaxies in the Local Group
- HI within and around observed and simulated galaxy discs -- Comparing MeerKAT observations with mock data from TNG50 and FIRE-2
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