Near real-time predictions of tropical cyclone trajectory and intensity in the northwestern Pacific Ocean using echo state network

A recurrent neural network model for predicting the trajectories and intensities of tropical cyclones (TCs) in the northwestern Pacific Ocean basin is described in the present study. By training an echo state network with a meteorological dataset, the recurrent neural network model, named Reservoir...

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