Aug 17 – 21, 2026
National Institute for Space Research, São José dos Campos, SP, Brazil
America/Sao_Paulo timezone

Automatic Extraction of Filaments in H-alpha and Radio Solar Images using Python

Not scheduled
20m
Fernando de Mendonça - LIT (National Institute for Space Research, São José dos Campos, SP, Brazil)

Fernando de Mendonça - LIT

National Institute for Space Research, São José dos Campos, SP, Brazil

Av. dos Astronautas, 1758 - Jardim da Granja, São José dos Campos - SP, 12227-010
Oral Heliophysics & Space Weather Oral Contributions

Speaker

Dr Jean Carlo Santos (instituto nacional de pesquisas espaciais)

Description

Solar filaments are dark, thread-like structures of cool, dense plasma seen on the Suns’s surface. They usually mark a boundary between two opposite magnetic regions and may last for multiple days, changing their form, but eventually they vanish. Their disappearance may end up with a CME associated with geomagnetic storms that affect the geospace. Therefore filament tracking is an important task of space weather. In this work I implemented an algorithm in Python for the automatic extraction and tracking of the evolution of filaments in solar H-alpha and radio images. I will describe the main steps in the algorithm that involve: preprocessing of the images, application of morphological closing operations with multi-directional linear structuring elements, noise removal and, finally, feature selection. The results of the application of the algorithm for two cases involving observations in H-alpha and Radio are presented, which demonstrate its efficiency.

Author

Dr Jean Carlo Santos (instituto nacional de pesquisas espaciais)

Presentation materials

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