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Coupling effective variable selection with machine learning techniques for better estimating leaf photosynthetic capacity in a tree species (Fagus crenata Blume) from hyperspectral reflectance

Guangman Song, Quan Wang

2023Agricultural and Forest Meteorology21 citationsDOI

Topics & Concepts

Hyperspectral imagingLasso (programming language)Photosynthetic capacityPhotosynthesisSupport vector machineMathematicsMean squared errorRadiataRed edgeBiological systemBotanyStatisticsArtificial intelligenceComputer scienceBiologyVignaWorld Wide WebRemote Sensing in AgricultureLeaf Properties and Growth MeasurementSpectroscopy and Chemometric Analyses
Coupling effective variable selection with machine learning techniques for better estimating leaf photosynthetic capacity in a tree species (Fagus crenata Blume) from hyperspectral reflectance | Litcius