TY - JOUR
T1 - Constraints on dark matter annihilation and decay from the large-scale structure of the nearby Universe
AU - Bartlett, D. J.
AU - Kostić, A.
AU - Desmond, H.
AU - Jasche, J.
AU - Lavaux, G.
N1 - Publisher Copyright:
© 2022 American Physical Society.
PY - 2022/11/29
Y1 - 2022/11/29
N2 - Decaying or annihilating dark matter particles could be detected through gamma-ray emission from the species they decay or annihilate into. This is usually done by modeling the flux from specific dark matter–rich objects such as the Milky Way halo, Local Group dwarfs, and nearby groups. However, these objects are expected to have significant emission from baryonic processes as well, and the analyses discard gamma-ray data over most of the sky. Here we construct full-sky templates for gamma-ray flux from the large-scale structure within ∼200 Mpc by means of a suite of constrained N-body simulations (csiborg) produced using the Bayesian Origin Reconstruction from Galaxies algorithm. Marginalizing over uncertainties in this reconstruction, small-scale structure, and parameters describing astrophysical contributions to the observed gamma-ray sky, we compare to observations from the Fermi Large Area Telescope to constrain dark matter annihilation cross sections and decay rates through a Markov chain Monte Carlo analysis. We rule out the thermal relic cross section for s-wave annihilation for all mχ≲7 GeV/c2 at 95% confidence if the annihilation produces gluons or quarks less massive than the bottom quark. We infer a contribution to the gamma-ray sky with the same spatial distribution as dark matter decay at 3.3σ. Although this could be due to dark matter decay via these channels with a decay rate Γ ≈ 6 × 10−28 s−1, we find that a power-law spectrum of index p = −2.75+0.71−0.46, likely of baryonic origin, is preferred by the data.
AB - Decaying or annihilating dark matter particles could be detected through gamma-ray emission from the species they decay or annihilate into. This is usually done by modeling the flux from specific dark matter–rich objects such as the Milky Way halo, Local Group dwarfs, and nearby groups. However, these objects are expected to have significant emission from baryonic processes as well, and the analyses discard gamma-ray data over most of the sky. Here we construct full-sky templates for gamma-ray flux from the large-scale structure within ∼200 Mpc by means of a suite of constrained N-body simulations (csiborg) produced using the Bayesian Origin Reconstruction from Galaxies algorithm. Marginalizing over uncertainties in this reconstruction, small-scale structure, and parameters describing astrophysical contributions to the observed gamma-ray sky, we compare to observations from the Fermi Large Area Telescope to constrain dark matter annihilation cross sections and decay rates through a Markov chain Monte Carlo analysis. We rule out the thermal relic cross section for s-wave annihilation for all mχ≲7 GeV/c2 at 95% confidence if the annihilation produces gluons or quarks less massive than the bottom quark. We infer a contribution to the gamma-ray sky with the same spatial distribution as dark matter decay at 3.3σ. Although this could be due to dark matter decay via these channels with a decay rate Γ ≈ 6 × 10−28 s−1, we find that a power-law spectrum of index p = −2.75+0.71−0.46, likely of baryonic origin, is preferred by the data.
KW - UKRI
KW - STFC
UR - http://www.scopus.com/inward/record.url?scp=85143295994&partnerID=8YFLogxK
UR - https://doi.org/10.48550/arXiv.2205.12916
U2 - 10.1103/PhysRevD.106.103526
DO - 10.1103/PhysRevD.106.103526
M3 - Article
AN - SCOPUS:85143295994
SN - 2470-0010
VL - 106
JO - Physical Review D
JF - Physical Review D
IS - 10
M1 - 103526
ER -