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Machine Learning Strategies for the Retrieval of Leaf-Chlorophyll Dynamics: Model Choice, Sequential Versus Retraining Learning, and Hyperspectral Predictors

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Published in 2022 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2022.722442

Abstract: Monitoring leaf Chlorophyll (Chl) in-situ is labor-intensive, limiting representative sampling for detailed mapping of Chl variability at field scales across time. Unmanned aeria-l vehicles (UAV) and hyperspectral cameras provide flexible platforms for observing agricultural systems,… read more here.

Keywords: chlorophyll; chl; leaf chlorophyll; machine learning ... See more keywords