Predicting soil carbon stock in remote areas of the Central Amazon region using machine learning techniques
Ana Carolina S. Ferreira, Érika Flávia Machado Pinheiro, Elias Mendes Costa, Marcos Bacis Ceddia
Topics & Concepts
Random forestTransferabilityCovariateAmazon rainforestSupport vector machineSampling (signal processing)Digital soil mappingComputer scienceRegressionDecision treeData miningRemote sensingEnvironmental scienceMachine learningStatisticsMathematicsSoil scienceSoil classificationSoil waterGeographyFilter (signal processing)LogitBiologyComputer visionEcologySoil Geostatistics and MappingGeochemistry and Geologic MappingSoil and Unsaturated Flow