“This article introduces the research progress in the field of differences in cloud cover between lakes and land. Based on Sentinel-5P cloud cover data, relevant experts analyzed the spatiotemporal patterns, influencing factors, and physical processes of cloud cover differences between 334 lakes and their adjacent land in China, providing reference for lake model driven data selection.”