Wheat yield predictions at a county and field scale with deep learning, machine learning, and google earth engine
Juan Cao, Zhao Zhang, Yuchuan Luo, Liangliang Zhang, Jing Zhang, Ziyue Li, Fulu Tao
Topics & Concepts
Yield (engineering)Environmental scienceFood securityCrop yieldSpatial ecologyRandom forestCropConvolutional neural networkScale (ratio)Mean squared errorSpatial analysisDeep learningSatelliteAgricultural engineeringMathematicsMachine learningStatisticsAgronomyComputer scienceGeographyCartographyEngineeringEcologyAgricultureForestryMaterials scienceArchaeologyMetallurgyBiologyAerospace engineeringRemote Sensing in AgricultureSmart Agriculture and AIGreenhouse Technology and Climate Control