Gusts in the headwind: uncertainties in direct dark matter detection
Abstract
We use high-resolution, hydrodynamic, galaxy simulations from the Latte suite of FIRE-2 simulations to investigate the inherent variation of dark matter in sub-sampled regions around the Solar Circle of a Milky Way-type analogue galaxy and its impact on direct dark matter detection. These simulations show that the baryonic back reaction, as well as the assembly history of substructures, has lasting impacts on the dark matter's spatial and velocity distributions. These are experienced as 'gusts' of dark matter wind around the Solar Circle, potentially complicating interpretations of direct detection experiments on Earth. We find that the velocity distribution function in the galactocentric frame shows strong deviations from the Maxwell Boltzmann form typically assumed in the fiducial Standard Halo Model, indicating the presence of high-velocity substructures. By introducing a new numerical integration technique that removes any dependencies on the Standard Halo Model, we generate event-rate predictions for both single-element Germanium and compound Sodium Iodide detectors, and explore how the variability of dark matter around the Solar Circle influences annual modulation signal predictions. We find that these velocity substructures contribute additional astrophysical uncertainty to the interpretation of event rates, although their impact on summary statistics, such as the peak day of annual modulation, is generally low.
Copyright and License (English)
Acknowledgement (English)
GEL gratefully acknowledges Darren Croton for his guidance and feedback on our manuscript and Ciaran O’Hare for valuable scientific discussions and insights during this work.
The figures in this work were created using matplotlib (Hunter 2007) and made use of colourmaps from the cmasher package (van der Velden 2020).
Data Availability (English)
The author acknowledges the use of the FIRE-2 simulations, specifically the Latte suite. The full simulation halo snapshot for the m12f halo used in this work is publicly available via yt Hub at ananke.hub.yt. The dark mark python package created for this work is publicly available at https://github.com/Grace-Lawrence/Dark-MaRK. The secondary data underlying this article will be shared on reasonable request to the corresponding author.
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Additional details
- ARC Centre of Excellence for Dark Matter Particle Physics
- CDM CE200100008
- ARC Centre of Excellence for All-sky Astrophysics
- ASTRO 3D CE170100013
- Accepted
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2022-08-01Accepted
- Available
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2022-09-16Published online
- Updated
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2023-07-20Corrected and typeset
- Caltech groups
- TAPIR, Walter Burke Institute for Theoretical Physics, Astronomy Department
- Publication Status
- Published