Litcius/Paper detail

Simultaneous prediction of soil properties from VNIR-SWIR spectra using a localized multi-channel 1-D convolutional neural network

Nikolaos Tsakiridis, Konstantinos D. Keramaris, John B. Theocharis, George Zalidis

2020Geoderma175 citationsDOI

Topics & Concepts

VNIRMean squared errorConvolutional neural networkTopsoilHyperspectral imagingEnvironmental sciencePartial least squares regressionSoil testRemote sensingComputer scienceSoil scienceSoil waterArtificial intelligencePattern recognition (psychology)Machine learningMathematicsStatisticsGeologySoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesMineral Processing and Grinding
Simultaneous prediction of soil properties from VNIR-SWIR spectra using a localized multi-channel 1-D convolutional neural network | Litcius