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Prediction of field winter wheat yield using fewer parameters at middle growth stage by linear regression and the BP neural network method

Xiaopei Tang, Haijun Liu, Dongxue Feng, Wenjie Zhang, Jie Chang, Lun Li, Yang Li

2022European Journal of Agronomy38 citationsDOI

Topics & Concepts

Linear regressionLasso (programming language)MathematicsRegression analysisMean squared errorYield (engineering)Coefficient of determinationStatisticsCrop yieldArtificial neural networkRegressionAgronomyMachine learningComputer scienceBiologyMetallurgyMaterials scienceWorld Wide WebGreenhouse Technology and Climate ControlGenetics and Plant BreedingWheat and Barley Genetics and Pathology
Prediction of field winter wheat yield using fewer parameters at middle growth stage by linear regression and the BP neural network method | Litcius