Alpine lakes are widely distributed in high mountain areas and are sensitive to climate and environmental changes. An automated alpine lake identification method was developed by leveraging deep learning algorithms and multi-source high-resolution satellite data. The method is capable of detecting the outlines and types of alpine lakes from high-resolution optical and SAR satellite data. A total of 4,584 alpine lakes were identified in the Eastern Himalayas by this method. The true-color satellite image presents typical alpine lakes in the Eastern Himalayas. Alpine lakes show up as dark blue or dark green colors. Glaciers are also visible in the image, located near the lakes and colored the brightest. The red-green-blue combination image was produced from the 10 m resolution bands acquired on January 5, 2023, by the MSI sensor onboard the ESA Sentinel-2B satellite. View this paper