Automatic Detection of Radio Bursts with Frequency Integral Spectrum and Hough Transforms

In this study, we propose an automated method that combines frequency integral spectrum analysis with the Hough transform to identify outburst events in the solar radio spectrum.By leveraging the distinct characteristics of various radio events, we effectively differentiate between type II and type III events in the automatic detection results.Furthermore, we eliminate misclassified WBI, which enhances the validity and accuracy of the detection outcomes.This work may benefit the study of establishing a crucial foundation for space weather warnings and heliophysical research.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.46620/ursiaprasc25/iaei1616
Primary Topic
Geophysical Methods and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Automatic Detection of Radio Bursts with Frequency Integral Spectrum and Hough Transforms

Jingsong Ping
Geophysical Methods and Applications
article

Automatic Detection of Radio Bursts with Frequency Integral Spectrum and Hough Transforms

Jingsong Ping
article en

Abstract

In this study, we propose an automated method that combines frequency integral spectrum analysis with the Hough transform to identify outburst events in the solar radio spectrum.By leveraging the distinct characteristics of various radio events, we effectively differentiate between type II and type III events in the automatic detection results.Furthermore, we eliminate misclassified WBI, which enhances the validity and accuracy of the detection outcomes.This work may benefit the study of establishing a crucial foundation for space weather warnings and heliophysical research.

National Key Research and Development Program of China
Openalex Percentile: Top 70%
Geophysical Methods and Applications
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Automatic Detection of Radio Bursts with Frequency Integral Spectrum and Hough Transforms — Jingsong Ping · (2025) | TGRS Research Map | TGRS