Learning wave fields evolution in North West Pacific with deep neural networks

DeepBlue: Advanced convolutional neural network applications for ocean remote sensing

“…ConvLSTM networks have found wide-ranging applications in ocean environmental forecasting, encompassing ocean temperature, salinity, and wave height prediction [123], [124], [125], [126]. These models, trained on historical ocean data, leverage a combination of CNN+LSTM to extract spatiotemporal features, enabling accurate predictions about the ocean environment [127].…”