Developing machine learning models with multi-source environmental data to predict wheat yield in China
Linchao Li, Bin Wang, Puyu Feng, De Li Liu, Qinsi He, Yajie Zhang, Yakai Wang, Siyi Li, Xiaoliang Lü, Chao Yue, Yi Li, Jianqiang He, Hao Feng, Guijun Yang, Qiang Yu
Topics & Concepts
Normalized Difference Vegetation IndexVegetation (pathology)Environmental scienceYield (engineering)Predictive modellingSupport vector machineRandom forestEnhanced vegetation indexGrowing seasonCrop yieldSowingRemote sensingLeaf area indexAgronomyMathematicsStatisticsMachine learningVegetation IndexComputer scienceGeographyBiologyPathologyMaterials scienceMetallurgyMedicineRemote Sensing in AgricultureLand Use and Ecosystem ServicesClimate change impacts on agriculture