Author

Kai Liu

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Jul 2026

Seasonal prediction of Western North Pacific tropical cyclone formation using convolutional neural network

A Tropical Cyclone Formation Region Prediction Model based on Convolutional Neural Network is developed to predict TC formation region from 1 to 9-month leads during 1979–2021, offering a promising tool for risk assessment and early preparedness in the Western North Pacific.

Zi-Han Jiang, Ming Wang, Kai Liu et al. · Climate Dynamics · 0 citations