Hyperspectral model based on genetic algorithm and SA-1DCNN for predicting Chinese cabbage chlorophyll content
Dongfang Zhang, Jun Zhang, Bo Peng, Tao Wu, Zhiyang Jiao, Lu Yin, Guanghuan Li, Xiaofei Fan, Shuxing Shen, Aixia Gu, Jianjun Zhao
Topics & Concepts
Hyperspectral imagingChlorophyllPartial least squares regressionChlorophyll aData pre-processingPreprocessorConvolutional neural networkMathematicsArtificial intelligenceHorticultureBiologyBotanyComputer scienceStatisticsSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisLeaf Properties and Growth Measurement