ML Prediction of Global Ionospheric TEC Maps

Abstract This paper applies the convolutional long short‐term memory (convLSTM)‐based machine learning models to forecast global ionospheric total electron content (TEC) maps with up to 24 hr of lead time at a 1‐hr interval. Four convLSTM‐based models were investigated, and the one that implements t...

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Bibliographic Details
Main Authors: Lei Liu, Y. Jade Morton, Yunxiang Liu
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:Space Weather
Online Access:https://doi.org/10.1029/2022SW003135
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