Robust inference of the Galactic centre gamma-ray excess spatial properties
arXiv:2402.05449 · doi:10.1093/mnras/stae923
Abstract
The gamma-ray Fermi-LAT Galactic centre excess (GCE) has puzzled scientists for over 15 years. Despite ongoing debates about its properties, and especially its spatial distribution, its nature remains elusive. We scrutinize how the estimated spatial morphology of this excess depends on models for the Galactic diffuse emission, focusing particularly on the extent to which the Galactic plane and point sources are masked. Our main aim is to compare a spherically symmetric morphology - potentially arising from the annihilation of dark matter (DM) particles - with a boxy morphology - expected if faint unresolved sources in the Galactic bulge dominate the excess emission. Recent claims favouring a DM-motivated template for the GCE are shown to rely on a specific Galactic bulge template, which performs worse than other templates for the Galactic bulge. We find that a non-parametric model of the Galactic bulge derived from the VVV survey results in a significantly better fit for the GCE than DM-motivated templates. This result is independent of whether a GALPROP-based model or a more non-parametric ring-based model is used to describe the diffuse Galactic emission. This conclusion remains true even when additional freedom is added in the background models, allowing for non-parametric modulation of the model components and substantially improving the fit quality. When adopted, optimized background models provide robust results in terms of preference for a boxy bulge morphology of the GCE, regardless of the mask applied to the Galactic plane.
arXiv comment21 pages, 11 figures
References in corpus (61)
- The Large Area Telescope on the Fermi Gamma-ray Space Telescope Mission
- MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
- The Galaxy in Context: Structural, Kinematic and Integrated Properties
- Fermi Large Area Telescope Fourth Source Catalog
- Bayes in the sky: Bayesian inference and model selection in cosmology
- Propagation of cosmic-ray nucleons in the Galaxy
- The spectrum of isotropic diffuse gamma-ray emission between 100 MeV and 820 GeV
- Dark Matter Annihilation in The Galactic Center As Seen by the Fermi Gamma Ray Space Telescope
- Fermi-LAT Observations of the Diffuse Gamma-Ray Emission: Implications for Cosmic Rays and the Interstellar Medium
- On The Origin Of The Gamma Rays From The Galactic Center
- The Characterization of the Gamma-Ray Signal from the Central Milky Way: A Compelling Case for Annihilating Dark Matter
- Detection of a Gamma-Ray Source in the Galactic Center Consistent with Extended Emission from Dark Matter Annihilation and Concentrated Astrophysical Emission
- The Nuclear Bulge of the Galaxy. III. Large-Scale Physical Characteristics of Stars and Interstellar Matter
- Background model systematics for the Fermi GeV excess
- Dark Matter and Pulsar Model Constraints from Galactic Center Fermi-LAT Gamma Ray Observations
- Development of the Model of Galactic Interstellar Emission for Standard Point-Source Analysis of Fermi Large Area Telescope Data
- The Fermi Galactic Center GeV Excess and Implications for Dark Matter
- Fermi-LAT Observations of High-Energy Gamma-Ray Emission Toward the Galactic Center
- Astrophysical and Dark Matter Interpretations of Extended Gamma-Ray Emission from the Galactic Center
- Strong support for the millisecond pulsar origin of the Galactic center GeV excess
- COBE's Galactic Bar and Disk
- Evidence for Unresolved Gamma-Ray Point Sources in the Inner Galaxy
- Possible Evidence For Dark Matter Annihilation In The Inner Milky Way From The Fermi Gamma Ray Space Telescope
- The Consistency of Fermi-LAT Observations of the Galactic Center with a Millisecond Pulsar Population in the Central Stellar Cluster
- GeV excess in the Milky Way: The Role of Diffuse Galactic gamma ray Emission template
- A dark matter profile to model diverse feedback-induced core sizes of CDM haloes
- A New Model For The Loop-I (The North Polar Spur) Region
- Galactic Bulge Preferred Over Dark Matter for the Galactic Center Gamma-Ray Excess
- A New Photometric Model of the Galactic Bar using Red Clump Giants
- High-Energy Gamma Rays from the Milky Way: Three-Dimensional Spatial Models for the Cosmic-Ray and Radiation Field Densities in the Interstellar Medium
- The characteristics of the Galactic center excess measured with 11 years of Fermi-LAT data
- The Fermi-LAT GeV Excess Traces Stellar Mass in the Galactic Bulge
- Dark Matter Strikes Back at the Galactic Center
- Fermi Large Area Telescope Fourth Source Catalog Data Release 2
- Strong Evidence that the Galactic Bulge is Shining in Gamma Rays
- Foreground Mismodeling and the Point Source Explanation of the Fermi Galactic Center Excess
- Strong constraints on thermal relic dark matter from Fermi-LAT observations of the Galactic Center
- Radio detection prospects for a bulge population of millisecond pulsars as suggested by Fermi LAT observations of the inner Galaxy
- The Return of the Templates: Revisiting the Galactic Center Excess with Multi-Messenger Observations
- The High-Energy Tail of the Galactic Center Gamma-Ray Excess
- Magnetically Confined Interstellar Hot Plasma in the Nuclear Bulge of our Galaxy
- Spurious Point Source Signals in the Galactic Center Excess
- The Gamma-Ray Luminosity Function of Millisecond Pulsars and Implications for the GeV Excess
- The Enigmatic Galactic Center Excess: Spurious Point Sources and Signal Mismodeling
- Characterizing the Nature of the Unresolved Point Sources in the Galactic Center
- Low Mass X-Ray Binaries in the Inner Galaxy: Implications for Millisecond Pulsars and the GeV Excess
- The GCE in a New Light: Disentangling the -ray Sky with Bayesian Graph Convolutional Neural Networks
- SkyFACT: High-dimensional modeling of gamma-ray emission with adaptive templates and penalized likelihoods
- Millisecond Pulsars from Accretion Induced Collapse as the Origin of the Galactic Centre Gamma-ray Excess Signal
- A neural simulation-based inference approach for characterizing the Galactic Center -ray excess
- Dissecting the inner Galaxy with -ray pixel count statistics
- Comparing the Galactic Bulge and Galactic Disk Millisecond Pulsars
- Dim but not entirely dark: Extracting the Galactic Center Excess' source-count distribution with neural nets
- Maximum Entropy Estimation of the Galactic Bulge Morphology via the VVV Red Clump
- A stacked analysis of 115 pulsars observed by the Fermi LAT
- The Galactic bulge millisecond pulsars shining in X rays: A gamma-ray perspective
- Cherenkov Telescope Array sensitivity to the putative millisecond pulsar population responsible for the Galactic center excess
- A Phantom Menace: On the Morphology of the Galactic Center Excess
- Inverse Compton emission from millisecond pulsars in the Galactic bulge
- Dark matter annihilation and the Galactic Centre Excess
- Mind the gap: The discrepancy between simulation and reality drives interpretations of the Galactic Center Excess
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- Towards resolving the Galactic center GeV excess with millisecond-pulsar-like sources using machine learning
- Applying Simulation-Based Inference to Spectral and Spatial Information from the Galactic Center Gamma-Ray Excess
- Using dust to constrain dark matter models
- Observations of the Fermi bubbles and the Galactic center excess with the DArk Matter Particle Explorer
- Millisecond Pulsars in Globular Clusters and Implications for the Galactic Center Gamma-Ray Excess
- On the Energy Distribution of the Galactic Center Excess' Sources
- VERITAS Limits on Dark Matter Annihilation in the Galactic Center Halo