集合Kalman滤波资料同化技术及研究现状

Review on Ensemble Kalman Filter Data Assimilation

针对国内集合Kalman滤波资料同化领域的研究空白,对该技术的背景、理论、优势以及存在的问题做了简要描述,对目前国际上的主要研究成果做了介绍,并给出了该方法可能的发展方向。

Concerning the empty in the ensemble based data assimilation in domestic research field, the background, theory, advantages and existing problems of ensemble Kalman Filter data assimilation method is described briefly. Meanwhile, main achievement and research status in international EnKF field are introduced. The possible developing direction of EnKF in the near future is summarized as well.