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Temporal instability of partial least squares regressions for estimating leaf photosynthetic traits from hyperspectral information

Guangman Song, Quan Wang, Jia Jin

2022Journal of Plant Physiology16 citationsDOI

Topics & Concepts

Hyperspectral imagingPartial least squares regressionStepwise regressionMathematicsStability (learning theory)StatisticsSpectral linePrincipal component analysisBiological systemBiologyComputer scienceArtificial intelligencePhysicsMachine learningAstronomyRemote Sensing in AgricultureSpectroscopy and Chemometric AnalysesLeaf Properties and Growth Measurement
Temporal instability of partial least squares regressions for estimating leaf photosynthetic traits from hyperspectral information | Litcius