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Comparing laboratory and airborne hyperspectral data for the estimation and mapping of topsoil organic carbon: Feature selection coupled with random forest

Yongsheng Hong, Songchao Chen, Yiyun Chen, Marc Linderman, Abdul Mounem Mouazen, Yaolin Liu, Yaolin Liu, Long Guo, Lei Yu, Yanfang Liu, Yanfang Liu, Hang Cheng, Yi Liu, Yi Liu

2020Soil and Tillage Research124 citationsDOI

Topics & Concepts

Hyperspectral imagingTopsoilRemote sensingEnvironmental scienceRandom forestSampling (signal processing)PixelSoil carbonFeature selectionComputer scienceSoil scienceArtificial intelligenceGeologySoil waterComputer visionFilter (signal processing)Soil Geostatistics and MappingGeochemistry and Geologic MappingRemote Sensing in Agriculture
Comparing laboratory and airborne hyperspectral data for the estimation and mapping of topsoil organic carbon: Feature selection coupled with random forest | Litcius