“Experts propose a hyperspectral Rrs reconstruction model based on KAN, which uses satellite remote sensing data to train and reconstruct hyperspectral Rrs from multispectral Rrs. The performance is better than traditional models, providing new ideas for remote sensing inversion of complex water bodies.”