Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches
Juan Cao, Zhao Zhang, Fulu Tao, Liangliang Zhang, Yuchuan Luo, Jing Zhang, Jichong Han, Jun Xie
Topics & Concepts
Random forestLasso (programming language)Mean squared errorRangingMachine learningSatelliteEnvironmental scienceEnhanced vegetation indexVegetation (pathology)Predictive modellingYield (engineering)Normalized Difference Vegetation IndexDeep learningArtificial intelligenceComputer scienceRemote sensingLeaf area indexStatisticsMathematicsGeographyVegetation IndexEngineeringAgronomyWorld Wide WebMedicineTelecommunicationsAerospace engineeringBiologyPathologyMaterials scienceMetallurgyRemote Sensing in AgricultureRice Cultivation and Yield ImprovementSmart Agriculture and AI