Litcius/Paper detail

Using autoencoders to compress soil VNIR–SWIR spectra for more robust prediction of soil properties

Evangelos Tsimpouris, Nikolaos Tsakiridis, John B. Theocharis

2021Geoderma47 citationsDOI

Topics & Concepts

VNIRTopsoilComputer scienceEnvironmental scienceSoil scienceRemote sensingArtificial intelligenceMachine learningHyperspectral imagingSoil waterGeologySoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesGeochemistry and Geologic Mapping