LSTM networks are trained on 2002-2003 NOAA current data to predict u and v velocity components, with analysis of how training set size affects prediction error and spectral content.
Richardson, Benjamin Franklin and Timothy Folgers first printed chart of the Gulf Stream, Science, 207, 643, (1980)
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Predicting the Ocean Currents using Deep Learning
LSTM networks are trained on 2002-2003 NOAA current data to predict u and v velocity components, with analysis of how training set size affects prediction error and spectral content.