Potential of hyperspectral data and machine learning algorithms to estimate the forage carbon-nitrogen ratio in an alpine grassland ecosystem of the Tibetan Plateau
Jinlong Gao, Tiangang Liang, Jie Liu, Jianpeng Yin, J. Ge, Mengjing Hou, Qisheng Feng, Caixia Wu, Hongjie Xie
Topics & Concepts
ForageHyperspectral imagingGrasslandAlgorithmFodderSupport vector machineEcosystemMathematicsCarbon fibersNitrogenMean squared errorEnvironmental scienceAnimal scienceStatisticsAgronomyArtificial intelligenceBiologyEcologyChemistryComputer scienceOrganic chemistryComposite numberRemote Sensing in AgricultureSpectroscopy and Chemometric AnalysesWater Quality Monitoring and Analysis