Prediction of Ionograms With/Without Spread‐F at Hainan by a Combined Spatio‐Temporal Neural Network

Prediction of Ionograms With/Without Spread‐F at Hainan by a Combined Spatio‐Temporal Neural Network

Abstract An intelligent high‐definition and short‐term prediction of ionograms with/without Spread‐F for the observation at Hainan (19.5°N, 109.1°E, magnetic 11°N) is presented in this paper, which comprises a spatio‐temporal ConvGRU network and a super‐resolution EDSR network. Our prediction is bas...

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Bibliographic Details
Main Authors: Pengdong Gao, Jinhui Cai, Zheng Wang, Chu Qiu, Guojun Wang, Quan Qi, Bo Wang, Jiankui Shi, Xiao Wang, Kai Ding
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Space Weather
Subjects:
Spread‐F
prediction
ionogram sequence
ionogram generation
spatio‐temporal neural network
Online Access:https://doi.org/10.1029/2023SW003727
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https://doi.org/10.1029/2023SW003727

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