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Frontiers in Plant Science|January 21, 2026
Crop GraphRAG: pest and disease knowledge base Q&A system for sustainable crop protectionHao Wu, Nengfu Xie, Xiaoli Wang, et al.Plant Phenomics (Washington, D.C.)|December 17, 2024
Informed-Learning-Guided Visual Question Answering Model of Crop DiseaseYunpeng Zhao, Shansong Wang, Qingtian Zeng, et al.Frontiers in Plant Science|July 23, 2026
F2DMAS: a smartphone video-based 3D phenotyping workflow for potted plants in complex backgroundsJian Fang, Nengfu Xie, Yane Duan, et al.Pageof 1