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Peer-reviewed Article
In Geomorphology
Author:
Haireti
Alifu
Jean-Francois
Vuillaume
Yukiko
Hirabayashi
Debris cover on glacier surfaces hampers the accurate detection of debris-covered ice using traditional techniques based on image band ratios. Therefore, this study tests a new automatic classification scheme for hierarchical mapping of glacier surfaces based on machine learning classifiers including k-nearest neighbors (KNN), support vector...