Leaf water content determination of oilseed rape using near-infrared hyperspectral imaging with deep learning regression methods
Chu Zhang, Cheng Li, Mengyu He, Zeyi Cai, Zhong‐Ping Feng, Hengnian Qi, Lei Zhou
Topics & Concepts
Hyperspectral imagingPartial least squares regressionWater contentCalibrationContent (measure theory)RegressionRegression analysisCoefficient of determinationMean squared errorConvolutional neural networkSupport vector machineArtificial intelligenceMathematicsComputer sciencePattern recognition (psychology)StatisticsEngineeringGeotechnical engineeringMathematical analysisSpectroscopy and Chemometric AnalysesLeaf Properties and Growth MeasurementRemote Sensing in Agriculture