It is well known that numerical prediction of atmospheric and oceanic motions is reduced to solving a set of nonlinear partial differential equations with initial and boundary conditions, which is often called direct problems. In the recent years, a variety of methods have been proposed to boost accuracy of numerical weather prediction, such as variational data assimilation(VAR), etc.
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