Improvement of GNSS-R snow depth retrieval using SVM-based snow detection

In this study, we focus on the GNSS-R retrieval error when the snow-free state. As the existing studies indicate, there is a difference between the SNR arcs collected in snow-free state and snow state. We propose to introduce support vector machine (SVM) and use SNR arcs as input samples to detect the ground truth state.