UAV-borne hyperspectral estimation of nitrogen content in tobacco leaves based on ensemble learning methods
Mingzheng Zhang, Tianen Chen, Xiaohe Gu, Yan Kuai, Cong Wang, Dong Chen, Chunjiang Zhao
Topics & Concepts
Hyperspectral imagingMean squared errorPartial least squares regressionRandom forestTest setEnsemble learningLinear regressionBoosting (machine learning)StatisticsArtificial intelligenceComputer scienceMathematicsMachine learningRemote Sensing in AgricultureSpectroscopy and Chemometric AnalysesSmart Agriculture and AI