Hyperspectral proximal sensing of leaf chlorophyll content of spring maize based on a hybrid of physically based modelling and ensemble stacking
Xi Huang, Huade Guan, Liyuan Bo, Zunqiu Xu, Xiaomin Mao
Topics & Concepts
Hyperspectral imagingPartial least squares regressionPrincipal component analysisRobustness (evolution)CanopyMathematicsMean squared errorLinear regressionRemote sensingSupport vector machineRegression analysisEnvironmental scienceStatisticsComputer scienceArtificial intelligenceBotanyGeographyChemistryGeneBiologyBiochemistryRemote Sensing in AgricultureLeaf Properties and Growth MeasurementSpectroscopy and Chemometric Analyses