Satellite imagery is important in environmental monitoring, especially in water resources mapping and management. However, the presence of clouds is often a barrier to obtaining high-quality imagery, which can reduce the accuracy of water body segmentation. This research developed the Multi-Temporal Cloud Removal (MCR) method to overcome the cloud cover problem in Sentinel-2 satellite images. T…