Quality evaluation of flue-cured tobacco by near infrared spectroscopy and spectral similarity method
被引:16
作者:
Bi, Yiming
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Bi, Yiming
[1
]
Li, Shitou
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Li, Shitou
[1
]
Zhang, Lili
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Zhang, Lili
[1
]
Li, Yongsheng
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Li, Yongsheng
[1
]
He, Wenmiao
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
He, Wenmiao
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]
Tie, Jinxin
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Tie, Jinxin
[1
]
Liao, Fu
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Liao, Fu
[1
]
Hao, Xianwei
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Hao, Xianwei
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]
Tian, Yunong
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Tian, Yunong
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]
Tang, Liang
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CASA Environm Technol Co Ltd, Wuxi 214024, Jiangsu, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Tang, Liang
[2
]
Wu, Jizhong
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Wu, Jizhong
[1
]
Wang, Hui
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Wang, Hui
[1
]
Xu, Qingquan
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China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
Xu, Qingquan
[1
]
机构:
[1] China Tobacco Zhejiang Ind Co Ltd, Technol Ctr, Hangzhou 310008, Zhejiang, Peoples R China
[2] CASA Environm Technol Co Ltd, Wuxi 214024, Jiangsu, Peoples R China
Herein we propose near infrared (NIR) spectroscopy as a rapid method of evaluating the quality of agricultural products. Unlike existing quantitative or qualitative models, quality similarity is characterised using spectral similarity. Key factors of the spectral similarity method were investigated, including variable selection, preprocessing and similaritymeasures. Sophisticated techniqueswere developed to ensure the reliability of similarity algorithm. The proposed method was tested by quality similarity of flue-cured tobacco samples. The results demonstrated that the quality-related factors between the target and the similar samples (determined by spectral similarity), showed high similarities. This newmethod has the potential to characterise product quality effectively and could be a useful new alternative to the widely used PLS models. (C) 2019 Elsevier B.V. All rights reserved.
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页码:398 / 404
页数:7
相关论文
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Zhejiang Univ, Coll Control Sci & Engn, Hangzhou 310027, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Bi, Yiming
Yuan, Kailong
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Yuan, Kailong
Xiao, Weiqiang
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Xiao, Weiqiang
Wu, Jizhong
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Wu, Jizhong
Shi, Chunyun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Shi, Chunyun
Xia, Jun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Xia, Jun
Chu, Guohai
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Chu, Guohai
Zhang, Guangxin
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Zhejiang Univ, Coll Control Sci & Engn, Hangzhou 310027, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Zhang, Guangxin
Zhou, Guojun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
机构:
China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Zhejiang Univ, Coll Control Sci & Engn, Hangzhou 310027, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Bi, Yiming
Yuan, Kailong
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Yuan, Kailong
Xiao, Weiqiang
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Xiao, Weiqiang
Wu, Jizhong
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Wu, Jizhong
Shi, Chunyun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Shi, Chunyun
Xia, Jun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Xia, Jun
Chu, Guohai
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Chu, Guohai
Zhang, Guangxin
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Zhejiang Univ, Coll Control Sci & Engn, Hangzhou 310027, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China
Zhang, Guangxin
Zhou, Guojun
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China Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R ChinaChina Tobacco Zhejiang Ind Co Ltd, Ctr Technol, Hangzhou 310008, Zhejiang, Peoples R China