Litcius/Paper detail

Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images

Tao Zhou, Yajun Geng, Cheng Ji, Xiangrui Xu, Hong Wang, Jianjun Pan, Jan Bumberger, Dagmar Haase, Angela Lausch

2020The Science of The Total Environment177 citationsDOI

Topics & Concepts

Random forestEnvironmental scienceSatelliteRemote sensingSupport vector machineSoil carbonImage resolutionPredictive modellingSatellite imagerySoil scienceComputer scienceMachine learningArtificial intelligenceSoil waterGeologyEngineeringAerospace engineeringSoil Geostatistics and MappingSoil Carbon and Nitrogen DynamicsGeochemistry and Geologic Mapping
Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images | Litcius