ED‐ConvLSTM: A Novel Global Ionospheric Total Electron Content Medium‐Term Forecast Model

Abstract In this paper, we proposed an innovative encoder‐decoder structure with a convolution long short‐term memory (ED‐ConvLSTM) network to forecast global total electron content (TEC) based on the International GNSS Service (IGS) TEC maps from 2005 to 2018 with 1‐hr time cadence. The ED‐ConvLSTM...

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Bibliographic Details

Published in:	Space Weather
Main Authors:	Guozhen Xia, Fubin Zhang, Cheng Wang, Chen Zhou
Format:	Article
Language:	English
Published:	Wiley 2022-08-01
Subjects:	ionospheric TEC medium‐term global prediction encoder‐decoder CNN ConvLSTM
Online Access:	https://doi.org/10.1029/2021SW002959