Estimating the dark matter halo mass of our Milky Way using dynamical tracers

Wang, Wenting; Han, Jiaxin; Cooper, Andrew P.; Cole, Shaun; Frenk, Carlos; Lowing, Ben

Abstract

The mass of the dark matter halo of the Milky Way can be estimated by fitting analytical models to the phase-space distribution of dynamical tracers. We test this approach using realistic mock stellar haloes constructed from the Aquarius N-body simulations of dark matter haloes in the Λ cold dark matter cosmology. We extend the standard treatment to include a Navarro–Frenk–White potential and use a maximum likelihood method to recover the parameters describing the simulated haloes from the positions and velocities of their mock halo stars. We find that the estimate of halo mass is highly correlated with the estimate of halo concentration. The best-fitting halo masses within the virial radius, R200, are biased, ranging from a 40 per cent underestimate to a 5 per cent overestimate in the best case (when the tangential velocities of the tracers are included). There are several sources of bias. Deviations from dynamical equilibrium can potentially cause significant bias; deviations from spherical symmetry are relatively less important. Fits to stars at different galactocentric radii can give different mass estimates. By contrast, the model gives good constraints on the mass within the half-mass radius of tracers even when restricted to tracers within 60 kpc. The recovered velocity anisotropies of tracers, β, are biased systematically, but this does not affect other parameters if tangential velocity data are used as constraints.

Citation

Wang, W., Han, J., Cooper, A. P., Cole, S., Frenk, C., & Lowing, B. (2015). Estimating the dark matter halo mass of our Milky Way using dynamical tracers. Monthly Notices of the Royal Astronomical Society, 453(1), 377-400. https://doi.org/10.1093/mnras/stv1647

• Journal Article Type: Article
• Acceptance Date: Jul 17, 2015
• Online Publication Date: Aug 13, 2015
• Publication Date: Oct 11, 2015
• Deposit Date: Feb 9, 2016
• Publicly Available Date: Feb 12, 2016
• Journal: Monthly Notices of the Royal Astronomical Society
• Print ISSN: 0035-8711
• Electronic ISSN: 1365-2966
• Publisher: Royal Astronomical Society
• Peer Reviewed: Peer Reviewed
• Volume: 453
• Issue: 1
• Pages: 377-400
• DOI: https://doi.org/10.1093/mnras/stv1647
• Keywords: Galaxy: halo, Galaxy: kinematics and dynamics, Dark matter.
• Public URL: https://durham-repository.worktribe.com/output/1392226