The present disclosure belongs to the technical field of numerical prediction, and particularly relates to a sea-air
wave coupling numerical prediction method,
system, device and medium. The method comprises the following steps: obtaining initial atmospheric data, initial ocean data, initial sea
wave field data and initial multi-source
observation data in a prediction area, and constructing an initial
data set by using the initial atmospheric data, the initial ocean data, the initial sea
wave field data and the initial multi-source
observation data; obtaining a target
data set by preprocessing the initial
data set; constructing a model based on the target data set to obtain an
atmospheric model, an ocean model and a sea wave model; constructing an initial sea-air
wave coupling numerical prediction model based on the
atmospheric model, the ocean model and the sea wave model; obtaining a prediction result based on standard multi-source
observation data and the initial sea-air
wave coupling numerical prediction model, judging the accuracy of the prediction result, updating key
model parameters according to the accuracy judgment result, and obtaining a target sea-air wave
coupling numerical prediction model. The present application improves the accuracy of the prediction result.