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Integration of LLMs and VLMs in plant stress phenotyping: From trait recognition to decision support.

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第一作者： Elshan,Musazade

第一单位： Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, 130102, PR China.

作者： Elshan,Musazade ^[1] ; Isack Ibrahim,Mrisho ^[2] ; Jinshan,Gao ^[1] ; Xianzhong,Feng ^[1]

作者单位： Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, 130102, PR China. ^[1] College of Chinese Medicinal Material, Jilin Agricultural University, Changchun, 130118, PR China. ^[2]

关键词 Artificial intelligence in phenotyping Large language models Plant stress detection Precision agriculture Vision-language models

DOI 10.1016/j.plaphe.2025.100161

PMID 42038798

发布时间 2026-04-27

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Plant phenomics (Washington, D.C.)

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Plant phenomics (Washington, D.C.)

2026年8卷1期

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Integration of LLMs and VLMs in plant stress phenotyping: From trait recognition to decision support.

Plant phenomics (Washington, D.C.)

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Integration of LLMs and VLMs in plant stress phenotyping: From trait recognition to decision support.

Plant phenomics (Washington, D.C.)

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Plant phenomics (Washington, D.C.)

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