From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data
Eya Cherif, Hannes Feilhauer, Katja Berger, Phuong D. Dao, Michael Ewald, Tobias Hank, Yuhong He, Kyle R. Kovach, Bing Lu, Philip A. Townsend, Teja Kattenborn
Topics & Concepts
Hyperspectral imagingPlant functional typeTraitRemote sensingPartial least squares regressionBiomeMultispectral imageConvolutional neural networkInterpretabilityComputer scienceVegetation (pathology)Land coverShrublandArtificial intelligenceEcologyBiologyMachine learningEcosystemGeographyLand useMedicinePathologyProgramming languageRemote Sensing in AgricultureSpecies Distribution and Climate ChangeLeaf Properties and Growth Measurement