Mapping the soil organic matter content in a typical black-soil area using optical data, radar data and environmental covariates
Chong Luo, Wenqi Zhang, Xinle Zhang, Huanjun Liu
Topics & Concepts
Environmental scienceRemote sensingDigital soil mappingRandom forestRadarSoil organic matterSampling (signal processing)CovariateShuttle Radar Topography MissionDigital elevation modelSoil mapSoil scienceGeographyComputer scienceSoil waterStatisticsMathematicsComputer visionTelecommunicationsMachine learningFilter (signal processing)Soil Geostatistics and MappingRemote Sensing in AgricultureSoil erosion and sediment transport