The local dark matter phase-space density and impact on WIMP direct detection

TL;DR

This paper derives a new, more accurate local dark matter phase-space density using Bayesian methods and compares it to traditional models, revealing significant differences impacting direct detection experiments.

Contribution

It introduces a novel Bayesian approach to determine the local dark matter phase-space density, accounting for different density profiles and astrophysical uncertainties.

Findings

Dark matter velocity dispersion varies with density profile.

Derived phase-space densities differ from Maxwell-Boltzmann assumptions.

Results suggest larger detection rates when using self-consistent densities.

Abstract

We present a new determination of the local dark matter phase-space density. This result is obtained implementing, in the limit of isotropic velocity distribution and spherical symmetry, Eddington's inversion formula, which links univocally the dark matter distribution function to the density profile, and applying, within a Bayesian framework, a Markov Chain Monte Carlo algorithm to sample mass models for the Milky Way against a broad and variegated sample of dynamical constraints. We consider three possible choices for the dark matter density profile, namely the Einasto, NFW and Burkert profiles, finding that the velocity dispersion, which characterizes the width in the distribution, tends to be larger for the Burkert case, while the escape velocity depends very weakly on the profile, with the mean value we obtain being in very good agreement with estimates from stellar kinematics. The derived dark matter phase-space densities differ significantly--most dramatically in the high velocity tails--from the model usually taken as a reference in dark matter detection studies, a Maxwell-Boltzmann distribution with velocity dispersion fixed in terms of the local circular velocity and with a sharp truncation at a given value of the escape velocity. We discuss the impact of astrophysical uncertainties on dark matter scattering rates and direct detection exclusion limits, considering a few sample cases and showing that the most sensitive ones are those for light dark matter particles and for particles scattering inelastically. As a general trend, when adopting a self-consistent phase-space density, we find that rates are larger, and hence exclusion limits stronger, than with the standard Maxwell-Boltzmann approximation. Tools for applying our result on the local dark matter phase-space density to other dark matter candidates or experimental setups are provided.