Spatial prediction of soil aggregate stability and soil organic carbon in aggregate fractions using machine learning algorithms and environmental variables
Mojtaba Zeraatpisheh, Shamsollah Ayoubi, Zahra Mirbagheri, Mohammad Reza Mosaddeghi, Ming Xu
Topics & Concepts
Mean squared errorAggregate (composite)Random forestSupport vector machineSoil carbonCoefficient of determinationSoil scienceStability (learning theory)Artificial neural networkEnvironmental scienceMathematicsMean absolute percentage errorStatisticsMachine learningSoil waterComputer scienceMaterials scienceComposite materialSoil Geostatistics and MappingSoil Carbon and Nitrogen DynamicsSoil erosion and sediment transport