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電子鼻發(fā)表文章-多元統(tǒng)計(jì)分析結(jié)合電子鼻和電子舌試驗(yàn)簡(jiǎn)化了中國(guó)種植...
閱讀：1037 發(fā)布時(shí)間：2020-3-10| 提 供 商 | 上海瑞玢智能科技有限公司 | 資料大小 | 2.2MB |
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該文章用iNose電子鼻進(jìn)行實(shí)驗(yàn)，開展了如下實(shí)驗(yàn)。
【摘要】本研究旨在開發(fā)一種基于電子鼻和電子舌試驗(yàn)及其組合的快速簡(jiǎn)便的方法來追蹤在中國(guó)種植的黑果枸杞（LRM）的地理來源，收獲年份和品種。應(yīng)用主成分分析（PCA）和線性判別分析（LDA）進(jìn)行定性分類和定量預(yù)測(cè)。結(jié)果表明：電子鼻和電子舌的測(cè)定及其組合未能識(shí)別LRM的收獲年份和種類，但是在追蹤LRM地理來源方面取得了可靠的結(jié)果，總分類能力分別為86.4％，86.8％和92.6％。除此之外，與儀器分析或傳統(tǒng)方法如化學(xué)分析方法和感官評(píng)估相比，分析程序需要更短的時(shí)間和更少的化學(xué)試劑。這項(xiàng)研究表明，多變量統(tǒng)計(jì)分析結(jié)合電子鼻和電子舌測(cè)定可能是一個(gè)可靠簡(jiǎn)便的追蹤LRM地理起源的方法。
【關(guān)鍵詞】電子鼻；氣味指紋分析系統(tǒng)；氣體分析儀；質(zhì)構(gòu)儀；電子舌；氣味分析儀；離子遷移譜；生物芯片；3D打印機(jī)；肉嫩度儀；物性測(cè)試儀；凝膠強(qiáng)度測(cè)定儀；微量過濾系統(tǒng)
【ABSTRACT】：This study aims to develop a fast and simple method to trace the geographical origins, harvest years and varieties of Lycium ruthenicum Murray (LRM) grown in China by employing e-nose and e-tongue assays and their combination.
Principal component analysis (PCA) and linear discriminant analysis (LDA) were applied for qualitative classification and quantitative prediction. The results showed that e-nose and e-tongue assays and their combination failed to recognize harvest years and varieties of LRM, but achieved reliable results for tracing LRM geographical origins with a total classification ability of 86.4%, 86.8% and 92.6% respectively. In addition, the analysis procedure required shorter time and less chemical reagents as compared to high-end instrumental analysis or traditional methods like chemical analytical methods and sensory evaluation. This study demonstrated that the m*riate statistical analysis combined with e-nose and e-tongue assays could be a reliable and simplified method of tracing the geographical origins of LRM。