Machine-learning classification of debris-covered glaciers using a combination of Sentinel-1/-2 (SAR/optical), Landsat 8 (thermal) and digital elevation data
Haireti Alifu, Jean-François Vuillaume, Brian Alan Johnson, Yukiko Hirabayashi
Topics & Concepts
Digital elevation modelRemote sensingSupport vector machineGeologyArtificial intelligenceSynthetic aperture radarRandom forestGlacierDecision treeComputer scienceGeomorphologyCryospheric studies and observationsClimate change and permafrostArctic and Antarctic ice dynamics