研究目的
To retrieve wind fields over ocean surfaces under rainy conditions using combined observations of scatterometer and radiometer with a method based on SVM (support vector machine) with a specially constructed kernel function.
研究成果
The constructed SVM method is effective in retrieving wind fields for ocean surfaces under rainy conditions, providing better results than traditional products based on GMF, especially for lower wind speeds. Further research will focus on analyzing the physical processes underlying the kernel function to improve accuracy.
研究不足
The study focuses on wind field retrieval under rainy conditions but does not extensively explore the underlying physical processes of the SVM established. Further research is needed to improve retrieving accuracy in rainy conditions.
