Mapping 12 million lakes globally at 10 m resolution

This repository contains the relevant code and data for the paper Mapping 12 million lakes globally at 10 m resolution Specifically, the U-Net.zip file includes the associated codes for segmenting global lakes by using the U-Net model, and the labels used in this process. The GLAKESplus.zip file includes the GLAKES lake polygon product (.gdb & .shp). Please refer to the README file in both the U-Net.zip and the GLAKES.zip file for more detailed information.