The Comparison of Predicting Storm-time Ionospheric TEC by Three Methods: ARIMA, LSTM, and Seq2Seq
Ionospheric structure usually changes dramatically during a strong geomagnetic storm period, which will significantly affect the short-wave communication and satellite navigation systems. It is critically important to make accurate ionospheric predictions under the extreme space weather conditions....
Main Authors: | Rongxin Tang, Fantao Zeng, Zhou Chen, Jing-Song Wang, Chun-Ming Huang, Zhiping Wu |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-03-01
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Series: | Atmosphere |
Subjects: | |
Online Access: | https://www.mdpi.com/2073-4433/11/4/316 |
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