Exploring the nature of Galactic unassociated sources detected by the Fermi-LAT
arXiv:2606.14244 · doi:10.3847/1538-4357/ae74d3
Abstract
We investigate the nature of the unassociated sources detected by the Fermi-LAT close (|b|<10°) to the Galactic plane, representing 16% of all sources in the 4FGL-DR4 catalog. The bulk of these sources (referred to as soft Galactic unassociated sources, SGUs) exhibit properties not found in known classes of gamma-ray emitters, as confirmed by a machine-learning classification approach. In particular, these properties include a steep, curved spectrum peaking below 1 GeV and a specific Galactic-latitude distribution with both a narrow and a broad component (dubbed the spike and the shoulder, respectively). Some source clusters are highlighted. New plausible source classes are explored, but only star-forming regions are found to account for a significant fraction (at most 10%) of the unassociated population. A thorough search for counterparts to the 175 brightest sources brings out a number of plausible counterparts but does not reveal clues about the nature of the whole population. We investigate the possibility that SGUs originate from mismodeled clumps of diffuse emission. Using Monte Carlo simulations, the SGU spectra can be reproduced in this scenario under an ad hoc condition concerning the clump spatial extension. The possible connection between the SGUs and gas not accounted for by the 12CO tracer is explored using the 13CO MOPRA data but leads to inconclusive results. The origin of SGUs being related to diffuse emission remains plausible. However, a scenario whereby SGUs represent a new class of gamma-ray emitters cannot be fully excluded.
arXiv commentAccepted for publication in the Astrophysical Journal Supplement. Data posted at https://zenodo.org/records/20342245
References in corpus (80)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- The Large Area Telescope on the Fermi Gamma-ray Space Telescope Mission
- The Milky Way in Molecular Clouds: A New Complete CO Survey
- Fermi Large Area Telescope Fourth Source Catalog
- SUMSS: A Wide-Field Radio Imaging Survey of the Southern Sky. II. The Source Catalogue
- Dark Matter Annihilation in The Galactic Center As Seen by the Fermi Gamma Ray Space Telescope
- The Second Catalog of Active Galactic Nuclei Detected by the Fermi Large Area Telescope
- Incremental Fermi Large Area Telescope Fourth Source Catalog
- Painting a portrait of the Galactic disc with its stellar clusters
- Background model systematics for the Fermi GeV excess
- The VLA Low-frequency Sky Survey
- The WISE Catalog of Galactic HII Regions
- The Fermi Galactic Center GeV Excess and Implications for Dark Matter
- Mapping the Three-Dimensional Density of the Galactic Bulge with VVV Red Clump Stars
- The SRG/eROSITA all-sky survey: First X-ray catalogues and data release of the western Galactic hemisphere
- The Red MSX Source Survey: the Massive Young Stellar Population of our Galaxy
- Search for Spatial Extension in High-Latitude Sources Detected by the Fermi Large Area Telescope
- The RMS Survey: Galactic distribution of massive star formation
- The Third Fermi Large Area Telescope Catalog of Gamma-ray Pulsars
- Swift X-ray Telescope Monitoring of Fermi-LAT Gamma Ray Sources of Interest
- Catalogue of particle-accelerating colliding-wind binaries
- Particle acceleration in winds of star clusters
- A Statistical Approach to Recognizing Source Classes for Unassociated Sources in the First Fermi-LAT Catalog
- Classification and Ranking of Fermi LAT Gamma-ray Sources from the 3FGL Catalog using Machine Learning Techniques
- Galactic Supernova Remnant Candidates Discovered by THOR
- The Mopra Southern Galactic Plane CO Survey
- Gamma-ray emission from the solar halo and disk: a study with EGRET data
- Accreting Millisecond X-Ray Pulsars
- XRBcats: Galactic Low Mass X-ray Binary Catalogue
- Pulsar Discovery by Global Volunteer Computing
- Cosmic ray production in superbubbles
- Gamma-rays from halos around stars and the Sun
- Australia Telescope Compact Array observations of Fermi unassociated sources
- 3FGL Demographics Outside the Galactic Plane using Supervised Machine Learning: Pulsar and Dark Matter Subhalo Interpretations
- ATPMN: accurate positions and flux densities at 5 and 8 GHz for 8,385 sources from the PMN survey
- Hunting for treasures among the Fermi unassociated sources: a multi-wavelength approach
- Gamma rays as probes of cosmic-ray propagation and interactions in galaxies
- The Mopra Southern Galactic Plane CO Survey - Data Release 3
- Detection of diffuse gamma-ray emission near the young massive cluster NGC 3603
- Research and characterisation of blazar candidates among the Fermi/LAT 3FGL catalogue using multivariate classifications
- Radio Follow-up on all Unassociated Gamma-ray Sources from the Third Fermi Large Area Telescope Source Catalog
- The TRAPUM L-band survey for pulsars in Fermi-LAT gamma-ray sources
- An investigation on the factors affecting machine learning classifications in -ray astronomy
- The second set of pulsar discoveries by CHIME/FRB/Pulsar: 14 Rotating Radio Transients and 7 pulsars
- The contribution of winds of star clusters to the Galactic cosmic-ray population
- Hard and bright gamma-ray emission at the base of the Fermi bubbles
- Are T Tauri stars gamma-ray emitters?
- The diffuse gamma-ray emission toward the Galactic mini starburst W43
- TeV cosmic ray nuclei acceleration in shell-type supernova remnants with hard -ray spectra
- Swift/XRT counterparts to unassociated Fermi high-energy LAT sources
- Multiwavelength Spectral Analysis and Neural Network Classification of Counterparts to 4FGL Unassociated Sources
- Classification of Fermi-LAT sources with deep learning using energy and time spectra
- SAX J1808.4-3658, an accreting millisecond pulsar shining in gamma rays?
- Optimizing neural network techniques in classifying Fermi-LAT gamma-ray sources
- A GeV source in the direction of Supernova Remnant CTB 37B
- Artificial Neural Network Classification of 4FGL Sources
- Machine learning methods for constructing probabilistic Fermi-LAT catalogs
- Classifications of Fermi-LAT unassociated sources in multiple machine learning methods
- Mass and wind luminosity of young Galactic open clusters in Gaia DR2
- Multiwavelength constraints on the unidentified Galactic TeV sources HESS J1427608, HESS J1458608, and new VHE -ray source candidates
- A Combined Radio Multi-Survey Catalog of Fermi Unassociated Sources
- Eta Carinae with Fermi-LAT: Two full orbits and the third periastron
- Multi-class classification of Fermi-LAT sources with hierarchical class definition
- Search for new cosmic-ray acceleration sites within the 4FGL catalog Galactic plane sources
- HESS J1427-608: an unusual hard unbroken ray spectrum in a very wide energy range
- Chandra observations of the HII complex G5.89-0.39 and TeV gamma-ray source HESSJ1800-240B
- Identifying the 3FHL Catalog. VI. Swift Observations of 3FHL Unassociated Objects with Source Classification via Machine Learning
- Towards resolving the Galactic center GeV excess with millisecond-pulsar-like sources using machine learning
- Probing the origin of 4FGL J0822.8-4207: cosmic ray illumination from the SNR Puppis A and the Herbig-Haro object HH219
- A Multiwavelength Machine-learning Approach to Classifying X-ray Sources in the Fields of Unidentified 4FGL-DR4 sources
- A study of super-luminous stars with the Fermi Large Area Telescope
- Effect of covariate shift on multi-class classification of Fermi-LAT sources
- COBIPULSE: A Systematic Search for Compact Binary Millisecond Pulsars
- -ray detection from occasional flares in T Tauri stars of NGC 2071. I. Observational connection
- Born to be recycled: a comprehensive population synthesis of the Galactic millisecond pulsars
- Detection of diffuse gamma-ray emission towards a massive star forming region hosting Wolf-Rayet stars
- Einstein@Home Searches for Gamma-ray Pulsars in the Inner Galaxy
- Improved Modeling of the Discrete Component of the Galactic Interstellar Gamma-ray Emission and Implications for the Fermi-LAT Galactic Center Excess
- Timing Gamma-ray Pulsars using Gibbs Sampling