Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China
Minghan Cheng, Josep Peñuelas, Matthew F. McCabe, Clement Atzberger, Xiyun Jiao, Wenbin Wu, Xiuliang Jin
Topics & Concepts
Random forestGradient boostingRobustness (evolution)Machine learningFood securityYield (engineering)OverfittingCrop yieldAdaptabilityMathematicsComputer scienceAgricultureStatisticsAgronomyGeographyEcologyArtificial neural networkBiologyChemistryBiochemistryGeneArchaeologyMetallurgyMaterials scienceRemote Sensing in AgricultureCrop Yield and Soil FertilityGreenhouse Technology and Climate Control