Galactic Mass Estimates Using Dwarf Galaxies as Kinematic Tracers

被引:8
|
作者
Slizewski, Anika [1 ]
Dufresne, Xander [2 ]
Murdock, Keslen [2 ]
Eadie, Gwendolyn [3 ,4 ]
Sanderson, Robyn [5 ]
Wetzel, Andrew [6 ]
Juric, Mario [1 ,7 ]
机构
[1] Univ Washington, Dept Astron, Seattle, WA 98195 USA
[2] Univ Toronto, Toronto, ON, Canada
[3] Univ Toronto, David A Dunlap Dept Astron & Astrophys, Toronto, ON, Canada
[4] Univ Toronto, Dept Stat Sci, Toronto, ON, Canada
[5] Univ Penn, Philadelphia, PA 19104 USA
[6] Univ Calif Davis, Dept Phys & Astron, Davis, CA 95616 USA
[7] Univ Washington, DIRAC Inst, Seattle, WA 98195 USA
来源
ASTROPHYSICAL JOURNAL | 2022年 / 924卷 / 02期
基金
美国国家科学基金会; 加拿大自然科学与工程研究理事会;
关键词
Milky Way; Local Group; Milky Way physics; Dwarf galaxies; Globular star clusters; Bayesian statistics; Astrostatistics strategies; Hierarchical models; Posterior distribution; Galaxy kinematics; Halo stars; Milky Way dark matter halo; LARGE-MAGELLANIC-CLOUD; HIGH-VELOCITY TAIL; MILKY-WAY; HALO;
D O I
10.3847/1538-4357/ac390b
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
New mass estimates and cumulative mass profiles with Bayesian credible regions for the Milky Way (MW) are found using the Galactic Mass Estimator (GME) code and dwarf galaxy (DG) kinematic data from multiple sources. GME takes a hierarchical Bayesian approach to simultaneously estimate the true positions and velocities of the DGs, their velocity anisotropy, and the model parameters for the Galaxy's total gravitational potential. In this study, we incorporate meaningful prior information from past studies and simulations. The prior distributions for the physical model are informed by the results of Eadie & Juric, who used globular clusters instead of DGs, as well as by the subhalo distributions of the Ananke Gaia-like surveys from Feedback in Realistic Environments-2 cosmological simulations (see Sanderson et al.). Using DGs beyond 45 kpc, we report median and 95% credible region estimates for r (200) = 212.8 (191.12, 238.44) kpc, and for the total enclosed mass M (200) = 1.19 (0.87, 1.68) x 10(12) M (circle dot) (adopting Delta( c ) = 200). Median mass estimates at specific radii are also reported (e.g., M (< 50 kpc) = 0.52 x 10(12) M (circle dot) and M (100 kpc) = 0.78 x 10(12) M (circle dot)). Estimates are comparable to other recent studies using Gaia DR2 and DGs, but notably different from the estimates of Eadie & Juric. We perform a sensitivity analysis to investigate whether individual DGs and/or a more massive Large Magellanic Cloud on the order of 10(11) M (circle dot) may be affecting our mass estimates. We find possible supporting evidence for the idea that some DGs are affected by a massive LMC and are not in equilibrium with the MW.
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页数:12
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