Analysing the impact of soil spatial sampling on the performances of Digital Soil Mapping models and their evaluation: A numerical experiment on Quantile Random Forest using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery
Philippe Lagacherie, Dominique Arrouays, Hocine Bourennane, Cécile Gomez, L. Nkuba-Kasanda
Topics & Concepts
Sampling (signal processing)TopsoilEnvironmental scienceStratified samplingSpatial variabilityDigital soil mappingGeostatisticsStatisticsSoil scienceSpatial analysisRandom forestSoil mapRemote sensingMathematicsSoil waterComputer scienceGeologyArtificial intelligenceFilter (signal processing)Computer visionSoil Geostatistics and MappingRemote Sensing in AgricultureSoil erosion and sediment transport