A Long Short-Term Memory Model for Global Rapid Intensification Prediction

Rapid intensification (RI) is an outstanding source of error in tropical cyclone (TC) intensity predictions. RI is generally defined as a 24-h increase in TC maximum sustained surface wind speed greater than some threshold, typically 25, 30, or 35 kt (1 kt ≈ 0.51 m s −1 ). Here, a long short-term me...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Weather and forecasting 2020-08, Vol.35 (4), p.1203-1220
Hauptverfasser:	Yang, Qidong, Lee, Chia-Ying, Tippett, Michael K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Amplification Cyclones Data Hurricanes Long short-term memory Oversampling Prediction models Storms Surface wind Training Tropical climate Tropical cyclone intensities Tropical cyclones Vertical shear Wind speed
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!