We designed a method to improve water detection accuracy in heterogeneous contexts.
It was validated from different regions globally and various seasons.
It was not limited to specific water bodies and sensors with similar spectral bands.
Advantages of water index technique and a fuzzy clustering method were complemented.
Accuracies were thoroughly analyzed in accordance with various water body types.