Integrating satellite-derived climatic and vegetation indices to predict smallholder maize yield using deep learning
Liangliang Zhang, Zhao Zhang, Yuchuan Luo, Juan Cao, Ruizhi Xie, Shaokun Li
Topics & Concepts
Environmental scienceLasso (programming language)Food securityAbiotic componentCrop yieldVegetation (pathology)Yield (engineering)Climate changeNormalized Difference Vegetation IndexLeaf area indexGeospatial analysisPhysical geographyAgricultural engineeringAgronomyRemote sensingEcologyComputer scienceAgricultureGeographyBiologyMetallurgyWorld Wide WebEngineeringPathologyMaterials scienceMedicineRemote Sensing in AgricultureLand Use and Ecosystem ServicesClimate change impacts on agriculture