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Machine learning for digital soil mapping: Applications, challenges and suggested solutions

Alexandre M.J.‐C. Wadoux, Budiman Minasny, Alex B. McBratney

2020Earth-Science Reviews625 citationsDOI

Topics & Concepts

Soil mapDigital soil mappingComputer scienceResamplingProcess (computing)Scale (ratio)Soil surveySampling (signal processing)Range (aeronautics)Data scienceDigital mappingData miningMachine learningEnvironmental scienceSoil scienceRemote sensingArtificial intelligenceCartographySoil waterGeographyEngineeringComputer visionOperating systemAerospace engineeringFilter (signal processing)Soil Geostatistics and MappingSoil and Unsaturated FlowGeochemistry and Geologic Mapping
Machine learning for digital soil mapping: Applications, challenges and suggested solutions | Litcius