Determination of malathion content in sorghum grains using hyperspectral imaging technology combined with stacked machine learning models
Jianheng Peng, Jiahong Zhang, Lipeng Han, Xiaoyan Ma, Xinjun Hu, Tong Lin, Lin He, Xinqiang Yi, Jianping Tian, Manjiao Chen
Topics & Concepts
Hyperspectral imagingGradient boostingArtificial intelligenceBoosting (machine learning)SorghumComputer scienceRandom forestMachine learningPattern recognition (psychology)Pesticide residueCategorical variableRemote sensingPesticideAgronomyGeographyBiologySpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisPesticide Residue Analysis and Safety