Selecting informative bands for partial least squares regressions improves their goodness-of-fits to estimate leaf photosynthetic parameters from hyperspectral data
Jia Jin, Quan Wang, Guangman Song
Topics & Concepts
Hyperspectral imagingPartial least squares regressionOverfittingMathematicsBiological systemStatisticsPattern recognition (psychology)Remote sensingComputer scienceArtificial intelligenceBiologyArtificial neural networkGeologyRemote Sensing in AgricultureLeaf Properties and Growth MeasurementSpectroscopy and Chemometric Analyses