Inversion of soil organic carbon content based on the two-point machine learning method
Chenyi Wang, Bingbo Gao, Ke Yang, Yuxue Wang, Chinzorig Sukhbaatar, Yue Yin, Quanlong Feng, Xiaochuang Yao, Zhonghao Zhang, Jianyu Yang
Topics & Concepts
Inversion (geology)Random forestSupport vector machineSoil carbonEnvironmental sciencePartial least squares regressionRemote sensingSoil scienceMean squared errorBoosting (machine learning)Gradient boostingComputer scienceAlgorithmMathematicsMachine learningStatisticsSoil waterGeologyStructural basinPaleontologySoil Geostatistics and MappingGeochemistry and Geologic MappingRemote Sensing in Agriculture