Global reference data sets for 10m land cover validation. Independent global reference dataset (16.5M+ records at 10m, aligned to Sentinel-2 for 2015; 12 classes) useful for validating/training 10m maps like WorldCover/ESRI/Dynamic World.https://essd.copernicus.org/articles/17/6149/2025/