Hyperspectral characteristics and quantitative analysis of leaf chlorophyll by reflectance spectroscopy based on a genetic algorithm in combination with partial least squares regression
Xiaowan Chen, Zhenyu Dong, Jinbao Liu, Huanyuan Wang, Yang Zhang, Tianqing Chen, Yichun Du, Shao Li, Jiancang Xie
Topics & Concepts
Partial least squares regressionChlorophyllHyperspectral imagingChemistryChlorophyll aAnalytical Chemistry (journal)Regression analysisStatisticsMean squared errorLeast-squares function approximationMathematicsRemote sensingEnvironmental chemistryGeographyOrganic chemistryBiochemistryEstimatorSpectroscopy and Chemometric AnalysesLeaf Properties and Growth MeasurementWater Quality Monitoring and Analysis