Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions
Zong Wang, Wenjiao Shi, Wei Zhou, Xiaoyan Li, Guirui Yu
Topics & Concepts
KrigingDigital soil mappingSoil scienceRandom forestMean squared errorTopographic Wetness IndexRegressionStatisticsVegetation (pathology)Linear regressionRegression analysisMathematicsEnvironmental scienceDigital elevation modelComputer scienceSoil mapSoil waterRemote sensingMachine learningGeologyMedicinePathologySoil Geostatistics and MappingSoil and Unsaturated FlowSoil erosion and sediment transport