Automatic Detection and Classification of Spread‐F From Ionosonde at Hainan With Image‐Based Deep Learning Method

Automatic Detection and Classification of Spread‐F From Ionosonde at Hainan With Image‐Based Deep Learning Method

Abstract An intelligent Spread‐F image detection and classification method is presented in this paper based on an ionogram image set using deep learning models. The ionogram images from the Hainan station, spanning from 2002 to 2015, have been manually labeled into five categories, resulting in a un...

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Bibliographic Details
Main Authors: Zheng Wang, Meiyi Zhan, Pengdong Gao, Guojun Wang, Chu Qiu, Quan Qi, Jiankui Shi, Xiao Wang
Format: Article
Language:English
Published: Wiley 2023-11-01
Series:Space Weather
Subjects:
Spread‐F
low latitude ionosphere
ionogram image set
deep learning
intelligent classification
Online Access:https://doi.org/10.1029/2023SW003498
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https://doi.org/10.1029/2023SW003498

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