Exploring the superiority of solar-induced chlorophyll fluorescence data in predicting wheat yield using machine learning and deep learning methods
Yuanyuan Liu, Shaoqiang Wang, Xiaobo Wang, Bin Chen, Jinghua Chen, Junbang Wang, Mei Huang, Zhaosheng Wang, Li Ma, Pengyuan Wang, Muhammad Amir, Kai Zhu
Topics & Concepts
Random forestLasso (programming language)Machine learningSupport vector machineArtificial intelligenceYield (engineering)RegressionLinear regressionNormalized Difference Vegetation IndexRegression analysisGradient boostingEnvironmental scienceMathematicsComputer scienceStatisticsClimate changeGeologyMetallurgyWorld Wide WebMaterials scienceOceanographyRemote Sensing in AgricultureUrban Heat Island MitigationLand Use and Ecosystem Services