4–12 Sept 2025
Waischenfeld
Europe/Berlin timezone

Identifying potentially mis-modelled extended sources in the Fermi-LAT 4FGL Catalog using clustering analysis

11 Sept 2025, 12:15
20m
Waischenfeld

Waischenfeld

Fraunhofer-Forschungscampus Fraunhofer-Platz 1 91344 Waischenfeld
Participant talk Main session Participant talks

Speaker

Giovanni Cozzolongo

Description

This work is motivated by prior observations of extended TeV gamma-ray sources, such as HESS J1813-178, and their GeV counterparts. In this example case, two unidentified Fermi-LAT point sources, 3FGL J1814.0-1757c and 3FGL J1814.1-1734c, were found in the region. Subsequent multiwavelength analysis combining TeV and GeV data found a single extended source to be a better description of the emission in this region. HESS J1813-178 is currently classified as a PWN candidate and exemplifies the challenges posed by extended sources, where intricate morphology can lead to the misidentification of multiple point-like sources instead of a single entity. Our study utilizes clustering techniques in the spatial domain and conducts a spectral analysis of the cluster candidates to address these challenges by refining methods for source identification, particularly focusing on the potential extension of sources within the galactic plane.

Primary author

Presentation materials