A New Hybrid Prediction Method of El Niño/La Niña Events by Combining TimesNet and ARIMA

El Niño/La Niña events significantly impact human society, often resulting in considerable monetary losses. Accurate prediction has become crucial with triple La Niña events in this century. This study applied TimesNet to El Niño/La Niña event prediction for the first time. We proposed a hybrid pred...

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Veröffentlicht in:	IEEE access 2023, Vol.11, p.106347-106360
Hauptverfasser:	Du, Yuhao, Li, Yihong, Liu, Hui
Format:	Artikel
Sprache:	eng
Schlagworte:	ARIMA CEEMDAN Climate change Data models El Nino forecasting Hurricanes Indexes La Nina Mathematical models Niño3.4 index Performance prediction Predictive models Storms Time series Time series analysis TimesNet Training data Weather forecasting
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