Optimal soil organic matter mapping using an ensemble model incorporating moderate resolution imaging spectroradiometer, portable X-ray fluorescence, and visible near-infrared data
Yang Yan, Baoguo Li, Raphael A. Viscarra Rossel, Fujun Sun, Yuanfang Huang, Chongyang Shen, Zhan Shi, Wenjun Ji
Topics & Concepts
Remote sensingModerate-resolution imaging spectroradiometerSoil organic matterDigital soil mappingEnvironmental scienceMean squared errorRandom forestSoil carbonSoil mapSoil scienceSoil waterComputer scienceArtificial intelligenceMathematicsGeologyStatisticsEngineeringSatelliteAerospace engineeringSoil Geostatistics and MappingRemote Sensing in AgricultureSoil Carbon and Nitrogen Dynamics