Litcius/Paper detail

A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data

Lei Zhang, Lin Yang, Tianwu Ma, Feixue Shen, Yanyan Cai, Chenghu Zhou

2020Geoderma62 citationsDOI

Topics & Concepts

Machine learningArtificial intelligenceRandom forestComputer scienceSemi-supervised learningCovariateSample (material)Multinomial logistic regressionData miningChemistryChromatographySoil Geostatistics and MappingGeochemistry and Geologic MappingSoil and Unsaturated Flow