Dissecting the inner Galaxy with -ray pixel count statistics
arXiv:2102.12497 · doi:10.1103/PhysRevLett.127.161102
Abstract
We combine adaptive template fitting and pixel count statistics in order to assess the nature of the Galactic center excess in Fermi-LAT data. We reconstruct the flux distribution of point sources well below the Fermi-LAT detection threshold, and measure their radial and longitudinal profiles in the inner Galaxy. We find that all point sources the bulge-correlated diffuse emission each contributes (10\%) of the total inner Galaxy emission, and disclose a potential sub-threshold point-source contribution to the Galactic center excess.
arXiv comment5+8 pages, 2+6 figures. Minor changes to match version published in PRL
References in corpus (41)
- A Universal Density Profile from Hierarchical Clustering
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
- Fermi Large Area Telescope Fourth Source Catalog
- The spectrum of isotropic diffuse gamma-ray emission between 100 MeV and 820 GeV
- Fermi-LAT Observations of the Diffuse Gamma-Ray Emission: Implications for Cosmic Rays and the Interstellar Medium
- Limits and Confidence Intervals in the Presence of Nuisance Parameters
- 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
- 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
- Fermi-LAT Observations of High-Energy Gamma-Ray Emission Toward the Galactic Center
- Strong support for the millisecond pulsar origin of the Galactic center GeV excess
- The Spectrum and Morphology of the Fermi Bubbles
- A Tale of Tails: Dark Matter Interpretations of the Fermi GeV Excess in Light of Background Model Systematics
- Evidence for Unresolved Gamma-Ray Point Sources in the Inner Galaxy
- The Consistency of Fermi-LAT Observations of the Galactic Center with a Millisecond Pulsar Population in the Central Stellar Cluster
- Galactic Bulge Preferred Over Dark Matter for the Galactic Center Gamma-Ray Excess
- WIMPs at the Galactic Center
- The Fermi-LAT GeV Excess Traces Stellar Mass in the Galactic Bulge
- The characteristics of the Galactic center excess measured with 11 years of Fermi-LAT data
- Dark Matter Strikes Back at the Galactic Center
- Statistics of gamma-ray point sources below the Fermi detection limit
- Strong Evidence that the Galactic Bulge is Shining in Gamma Rays
- Foreground Mismodeling and the Point Source Explanation of the Fermi Galactic Center Excess
- Radio detection prospects for a bulge population of millisecond pulsars as suggested by Fermi LAT observations of the inner Galaxy
- Spurious Point Source Signals in the Galactic Center Excess
- The Enigmatic Galactic Center Excess: Spurious Point Sources and Signal Mismodeling
- A New Mask for An Old Suspect: Testing the Sensitivity of the Galactic Center Excess to the Point Source Mask
- Unveiling the Gamma-ray Source Count Distribution Below the Fermi Detection Limit with Photon Statistics
- Characterizing the Nature of the Unresolved Point Sources in the Galactic Center
- 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
- Statistical Measurement of the Gamma-ray Source-count Distribution as a Function of Energy
- Analyzing γ-rays of the Galactic Center with Deep Learning
- NPTFit: A code package for Non-Poissonian Template Fitting
- Testing gamma-ray models of blazars in the extragalactic sky
- Constraining Galactic dark matter with gamma-ray pixel counts statistics
- The Galactic bulge millisecond pulsars shining in X rays: A gamma-ray perspective
- Probing the Fermi-LAT GeV excess with gravitational waves
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- A neural simulation-based inference approach for characterizing the Galactic Center -ray excess
- Les Houches Lectures on Indirect Detection of Dark Matter
- Evidence of TeV Halos Around Millisecond Pulsars
- Dim but not entirely dark: Extracting the Galactic Center Excess' source-count distribution with neural nets
- Luminosity functions consistent with a pulsar-dominated Galactic Center Excess
- 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
- Robust inference of the Galactic centre gamma-ray excess spatial properties
- A Compound Poisson Generator approach to Point-Source Inference in Astrophysics
- Constraints on dark matter annihilation from the FAST observation of the Coma Berenices dwarf galaxy
- Mind the gap: The discrepancy between simulation and reality drives interpretations of the Galactic Center Excess
- Multi-Component Imaging of the Fermi Gamma-ray Sky in the Spatio-spectral Domain
- Towards resolving the Galactic center GeV excess with millisecond-pulsar-like sources using machine learning
- Constraining Dark Matter Microphysics with the Annihilation Signal from Subhalos
- Applying Simulation-Based Inference to Spectral and Spatial Information from the Galactic Center Gamma-Ray Excess
- Characterizing the Expected Behavior of Non-Poissonian Template Fitting
- Improved Modeling of the Discrete Component of the Galactic Interstellar Gamma-ray Emission and Implications for the Fermi-LAT Galactic Center Excess
- On the Energy Distribution of the Galactic Center Excess' Sources
- Multiwavelength identification of millisecond pulsar candidates in the Galactic bulge
- Assessing the Impact of Hydrogen Absorption on the Characteristics of the Galactic Center Excess
- High Energy Emission from the Galactic Center