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Daily DeepCropNet: A hierarchical deep learning approach with daily time series of vegetation indices and climatic variables for corn yield estimation

Xingguo Xiong, Renhai Zhong, Qiyu Tian, Jingfeng Huang, Linchao Zhu, Yi Yang, Tao Lin

2024ISPRS Journal of Photogrammetry and Remote Sensing25 citationsDOI

Topics & Concepts

Vegetation (pathology)Series (stratigraphy)EstimationYield (engineering)StatisticsEnvironmental scienceTime seriesMathematicsPhysical geographyHydrology (agriculture)GeographyEngineeringGeologyPaleontologyGeotechnical engineeringSystems engineeringMaterials scienceMetallurgyPathologyMedicineRemote Sensing in AgriculturePlant Water Relations and Carbon DynamicsSmart Agriculture and AI
Daily DeepCropNet: A hierarchical deep learning approach with daily time series of vegetation indices and climatic variables for corn yield estimation | Litcius