Application of non-linear partial least squares analysis on prediction of biomass of maize plants using hyperspectral images
Dongdong Ma, Hideki Maki, Samantha Neeno, Libo Zhang, Liangju Wang, Jian Jin
Topics & Concepts
Hyperspectral imagingPartial least squares regressionBiomass (ecology)Kernel (algebra)Biological systemLinear modelFeature (linguistics)Pattern recognition (psychology)Artificial intelligenceSupport vector machineComputer scienceMathematicsRemote sensingMachine learningAgronomyBiologyGeographyLinguisticsPhilosophyCombinatoricsSpectroscopy and Chemometric AnalysesRemote Sensing in AgricultureLeaf Properties and Growth Measurement