“The southern Yellow Sea in China often suffers from Enteromorpha prolifera disasters in summer, which affects the ecological economy. Experts have proposed an automatic extraction scheme for Enteromorpha prolifera based on backscattering coefficient and standard deviation features using Sentinel-1 images, providing a new method for Enteromorpha prolifera monitoring.”