Oil Crop Science2026，Vol.11Issue(2)：P.113-116,4.DOI:10.1016/j.ocsci.2026.02.001
Characterization of main strains of ARC inoculant via machine learning-assisted single-cell Raman spectroscopy
Jie Kang 1Feng Wei 1Xi Shen 2Ao Liu 1Jingjing Dou 3Shujie Zhang 1Jinli Hu 4Liangxiao Zhang 5Qi Zhang 5Peiwu Li6
作者信息
- 1. Key Laboratory of Biology and Genetic Improvement of Oil Crops,Ministry of Agriculture and Rural Affairs,Laboratory of Risk Assessment for Oilseeds Products(Wuhan),Ministry of Agriculture and Rural Affairs,Quality Inspection and Test Center for Oilseed Products,Oil Crops Research Institute,Chinese Academy of Agricultural Sciences,Wuhan 430062,China
- 2. Institute of Food Safety,Hubei University,Wuhan 430061,China
- 3. College of Resources and Environment,Huazhong Agricultural University,Wuhan 430070,China
- 4. School of Resources and Environmental Engineering,Wuhan University of Technology,Wuhan 430070,China
- 5. Key Laboratory of Biology and Genetic Improvement of Oil Crops,Ministry of Agriculture and Rural Affairs,Laboratory of Risk Assessment for Oilseeds Products(Wuhan),Ministry of Agriculture and Rural Affairs,Quality Inspection and Test Center for Oilseed Products,Oil Crops Research Institute,Chinese Academy of Agricultural Sciences,Wuhan 430062,China Institute of Food Safety,Hubei University,Wuhan 430061,China Hubei Hongshan Laboratory,Wuhan 430070,China
- 6. Key Laboratory of Biology and Genetic Improvement of Oil Crops,Ministry of Agriculture and Rural Affairs,Laboratory of Risk Assessment for Oilseeds Products(Wuhan),Ministry of Agriculture and Rural Affairs,Quality Inspection and Test Center for Oilseed Products,Oil Crops Research Institute,Chinese Academy of Agricultural Sciences,Wuhan 430062,China Institute of Food Safety,Hubei University,Wuhan 430061,China Hubei Hongshan Laboratory,Wuhan 430070,China Xianghu Laboratory,Hangzhou 311231,China
- 折叠
摘要
关键词
Symbiotic nitrogen fixation/Legume/ARC inoculant/Single-cell Raman spectra/Machine learning models/Quality-control framework分类
农业科技引用本文复制引用
Jie Kang,Feng Wei,Xi Shen,Ao Liu,Jingjing Dou,Shujie Zhang,Jinli Hu,Liangxiao Zhang,Qi Zhang,Peiwu Li..Characterization of main strains of ARC inoculant via machine learning-assisted single-cell Raman spectroscopy[J].Oil Crop Science,2026,11(2):P.113-116,4.基金项目
financially supported by the Special Funds of the National Natural Science Foundation of China(32441047) （32441047）
the Major Project of Hubei Province Science&Technology(2023BBA002) （2023BBA002）
the“Pioneer”and“Leading Goose”R&D Program of Zhejiang(2024SSYS0103) （2024SSYS0103）
the Major Scientific and Technological Tasks of the Chinese Academy of Agricultural Sciences(CAAS-ZDRW202416)。 （CAAS-ZDRW202416）
