“This report introduces the research progress on phenological monitoring of salt marshes in the Yellow River estuary wetland. Experts use object-oriented methods to effectively reduce the salt and pepper noise in high-resolution remote sensing images, providing a solution for high-resolution phenological extraction of salt marshes.”