High-resolution digital mapping of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning algorithms
Tao Zhou, Yajun Geng, Jie Chen, Jianjun Pan, Dagmar Haase, Angela Lausch
Topics & Concepts
Random forestMultispectral imageSoil carbonSupport vector machineEnvironmental scienceRemote sensingDigital soil mappingDigital elevation modelArtificial intelligenceAlgorithmComputer scienceSoil scienceSoil mapSoil waterGeologySoil Geostatistics and MappingSoil erosion and sediment transportGeochemistry and Geologic Mapping