Spatiotemporal Prediction of Ionospheric Total Electron Content Based on ED-ConvLSTM

Spatiotemporal Prediction of Ionospheric Total Electron Content Based on ED-ConvLSTM

Total electron content (TEC) is a vital parameter for describing the state of the ionosphere, and precise prediction of TEC is of great significance for improving the accuracy of the Global Navigation Satellite System (GNSS). At present, most deep learning prediction models just consider TEC tempora...

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Bibliographic Details
Main Authors: Liangchao Li, Haijun Liu, Huijun Le, Jing Yuan, Weifeng Shan, Ying Han, Guoming Yuan, Chunjie Cui, Junling Wang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Remote Sensing
Subjects:
ionospheric TEC
ConvLSTM
encoder–decoder
spatiotemporal
geomagnetic storm
Online Access:https://www.mdpi.com/2072-4292/15/12/3064

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