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Developing a quantitative adulteration discrimination model for forest-grown Panax notoginseng using near-infrared spectroscopy with a dual-branch network.

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第一作者： Chao,Ji

第一单位： Tianjin Key Laboratory of Animal and Plant Resistance, College of Life Sciences, Tianjin Normal University, Tianjin 300387, China.

作者： Chao,Ji ^[1] ; Haoran,Ba ^[1] ; Jinran,Dai ^[1] ; Yuxin,Xie ^[1] ; Tongyu,Zang ^[1] ; Yi,Sun ^[2] ; Rui,Shi ^[3] ; Liangjuan,Zhao ^[1] ; Min,Yang ^[4] ; Xiahong,He ^[3] ; Xiangyun,Ma ^[5] ; Wenjie,Zheng ^[6]

作者单位： Tianjin Key Laboratory of Animal and Plant Resistance, College of Life Sciences, Tianjin Normal University, Tianjin 300387, China. ^[1] School of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China. ^[2] Key Laboratory for Forest Resources Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Landscape Architecture Engineering Research Center of National Forestry and Grassland Administration, Southwest Forestry University, Kunming, Yunnan 650224, China. ^[3] State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, National Engineering Research Center for Applied Technology of Agricultural Biodiversity, College of Plant Protection, Yunnan Agricultural University, Kunming, Yunnan 650201, China. ^[4] School of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China. Electronic address: mxy1994@tju.edu.cn. ^[5] Tianjin Key Laboratory of Animal and Plant Resistance, College of Life Sciences, Tianjin Normal University, Tianjin 300387, China; Key Laboratory for Forest Resources Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Landscape Architecture Engineering Research Center of National Forestry and Grassland Administration, Southwest Forestry University, Kunming, Yunnan 650224, China. Electronic address: skyzwj@tjnu.edu.cn. ^[6]

关键词 CNN Dual-branch network Forest-grown Near-infrared spectroscopy PLS-DA Panax notoginseng

医学主题词三七(Panax notoginseng);谱学, 近红外线(Spectroscopy, Near-Infrared);食品污染(Food Contamination);质量控制(Quality Control)

DOI 10.1016/j.foodres.2025.115879

PMID 40032453

发布时间 2025-05-10

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