Ab-lstm: a mesoscale eddy feature prediction method based on an improved conv-lstm model

HIGHLIGHTS

• What: To solve the problem of the continuity of the prediction caused by unidirectional inputs and the problem of complex spatiotemporal feature description, in this paper, the authors propose an adversarial bidirectional LSTM (AB-LSTM) and a set of evaluation criteria for mesoscale eddy prediction, which obtained a good comparison effect compared with various spatio-temporal prediction models and numerical ocean prediction models. In this subsection, the authors propose a mesoscale eddy prediction evaluation framework to evaluate the mesoscale eddy prediction metrics in a complete way. Through many adjustments, the authors determine the learning rate to be . . .
  

   

  

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