Dynamic wheat yield forecasts are improved by a hybrid approach using a biophysical model and machine learning technique
Puyu Feng, Bin Wang, De Li Liu, Cathy Waters, Dengpan Xiao, Lijie Shi, Qiang Yu
Topics & Concepts
EvapotranspirationNormalized Difference Vegetation IndexStatisticsLinear regressionYield (engineering)Regression analysisGrowing seasonSunshine durationGrowing degree-dayRandom forestCrop yieldRegressionMathematicsPrecipitationEnvironmental scienceClimate changeMeteorologyComputer scienceMachine learningAgronomyGeographyPhenologyEcologyMetallurgyMaterials scienceBiologyClimate change impacts on agriculturePlant Water Relations and Carbon DynamicsClimate variability and models