利用茉莉花茶香气指数鉴定其窨制品质及构建决策树模型

  • 唐夏妮 ,
  • 夏益民 ,
  • 雷永宏 ,
  • 王校常 ,
  • 林杰
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  • 1. 浙江农林大学农业与食品科学学院,浙江省农产品品质改良技术研究重点实验室,浙江 杭州 311300;
    2. 浙江省遂昌县农业局茶叶技术推广站,浙江 丽水 323300;
    3. 浙江大学茶学系,浙江 杭州 310058
唐夏妮,女,本科在读,茶学专业,zafutxn@163.com。

收稿日期: 2016-06-27

  网络出版日期: 2019-08-26

基金资助

浙江农林大学科研发展基金资助(2013FR070)、浙江省自然科学基金资助(LQ14C160003)

The Construction of Jasmine Tea Flavor Index and Decision Tree Model in Identificating Scenting Quality

  • TANG Xiani ,
  • XIA Yimin ,
  • LEI Yonghong ,
  • WANG Xiaochang ,
  • LIN Jie
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  • 1. The Key Laboratory for Quality Imoprovement of Agricultural Product of Zhejiang Province, Zhejiang A&F University, Hangzhou 311300, China;
    2. Tea Technology Extension Station, Suichang Agricultural Bureau of Zhejiang Province, Lishui 323300, China;
    3. Institute of Tea Science, Zhejiang University, Hangzhou 310058, China

Received date: 2016-06-27

  Online published: 2019-08-26

摘要

在检测分析32个茉莉花茶样挥发性成分的基础上,结合文献引证分析了茉莉花茶、茉莉花、茉莉花干和茶坯的茉莉花茶香气指数(Jasmine tea flavor index,JTF index)。结果表明,JTF值与茉莉鲜花的芳香物质整体挥发水平存在相关性;针对29种特征挥发物对32个茉莉花茶茶样进行主成分分析(Principal component analysis,PCA),得到不同窨制品质的显著聚类特征,推断JTF指数与29种特征挥发物的缺失可作为茉莉花茶窨制品质判定指标。进一步构建这32个茉莉花茶茶样窨制品质的决策树鉴定模型(判别准确率为93.8%),确定特征挥发物的缺失峰数(节点为<4)和JTF值(节点为0.915)为判定节点,证实了JTF值与29种特征挥发物的缺失可应用于茉莉花茶窨制品质鉴定与掺假判别,并且建立决策树模型,能够快速、准确检测出不同窨制品质的茉莉花茶,尤其为掺假(如添加香精)等检测提供依据。

本文引用格式

唐夏妮 , 夏益民 , 雷永宏 , 王校常 , 林杰 . 利用茉莉花茶香气指数鉴定其窨制品质及构建决策树模型[J]. 茶叶科学, 2016 , 36(6) : 646 -654 . DOI: 10.13305/j.cnki.jts.2016.06.012

Abstract

The ‘jasmine tea flavor’ (JIF) index of well-scented, poor-scented and not-scented jasmine teas was determined by analysis of the volatile components of 32 samples combined with relative references. Results showed that the JTF index was highly correlated with the total volatiles. Principal component analysis (PCA) were performed on 29 volatile compounds in 32 jasmine tea samples. It can be found that the JTF index and 29 volatile compounds were very helpful for identification of fake jasmine teas. In addition, the Quality Determination Model for jasmine tea was constructed with two decision nodes (JTF index=0.915, less than 4 components were missed in the twenty-nine volatile compounds). It was confirmed that the criteria was feasible for the quality identification of jasmine tea. Moreover, the construction of a decision tree model will provide a promising method for quality control and technology development of jasmine tea, especially for the admixture (such as synthetic fragrance oil).

参考文献

[1] Kuroda K, Inoue N, Ito Y, et al.Sedative effects of the jasmine tea odor and (R)-(-)-linalool, one of its major odor components, on autonomic nerve activity and mood states[J]. European journal of applied physiology, 2005, 95(2/3): 107-114.
[2] 李永菊, 朱成科. 花茶窨制中主要因素对花茶品质的影响[J]. 茶叶科学技术, 2006 (3): 7-8.
[3] 方世辉, 徐国谦, 夏涛, 等. 花茶窨制中几个主要因子对花茶香气的影响[J]. 安徽农业大学学报, 2004, 31(4): 440-445.
[4] 叶乃兴, 杨广, 郑乃辉, 等. 湿窨工艺及配花量对茉莉花茶香气成分的影响[J]. 茶叶科学, 2006, 26(1): 65-71.
[5] 林杰. 茶叶香气的图谱分析及在茶叶品质真实性鉴定中的应用[D]. 浙江大学, 2013.
[6] 蒋顾伟, 廖明宏, 李拥军. 窨制茉莉花茶与添加香精茉莉花茶香气成分的差异性分析[J]. 茶叶通讯, 2005, 32(3): 17-20.
[7] 张俊, 龚淑英, 唐德松, 等. 茉莉花茶的品质评定与价格判别[J]. 浙江大学学报: 农业与生命科学版, 2015, 41(5): 577-585.
[8] 李晓丽, 何勇, 裘正军. 一种基于可见近红外光谱快速鉴别茶叶品种的新方法[J]. 光谱学与光谱分析, 2007, 27(2): 279-282.
[9] 陈美丽, 张俊, 龚淑英, 等. 茉莉花茶主要品质成分定量近红外光谱分析模型的建立[J]. 茶叶科学, 2013 33(1): 21-26.
[10] 骆少君, 郭雯飞, 濮荷娟. 我国茉莉花茶香气挥发油与品质等级的相关性[J]. 福建茶叶, 1987(2): 18-21.
[11] 陆宁, 宛晓春, 潘冬. 茉莉花茶香气成分与品质之间关系的初步研究[J]. 食品科学, 2004, 25(6): 93-97.
[12] 朱金炎, 侯镜德, 冯建跃. 吸附丝法用于茉莉花茶香气的研究[J]. 江西农业大学学报, 1992, 14(3): 284-289.
[13] 马静. 茉莉花茶窨制过程香气及其它理化因子变化规律的研究[D]. 2001, 中国农业科学研究院, 2001.
[14] Edris A E, Chizzola R, Franz C.Isolation and characterization of the volatile aroma compounds from the concrete headspace and the absolute of Jasminum sambac (L.) Ait. (Oleaceae) flowers grown in Egypt[J]. European Food Research and Technology, 2008, 226(3): 621-626.
[15] 施梦南, 唐德松, 龚淑英, 等. SPME-GC-MS 联用技术分析茉莉花茶的挥发性成分[J]. 中国食品学报, 2013 (6): 234-239.
[16] 李丽华, 郑玲, 刘晓松. 固相微萃取气质联用分析茉莉花的香气成分[J]. 化学分析计量, 2006, 15(2): 37-39.
[17] 杨江帆, 杨广, 梁小虾, 等. 茉莉花茶香气的 SPME/GC-MS 检测方法[J]. 热带作物学报, 2009 (11): 1698-1705.
[18] Pawliszyn J.Sampling and sample preparation for field and laboratory: fundamentals and new directions in sample preparation[M]. Elsevier, 2002.
[19] Lee J H, Min D B.Analysis of volatile compounds from chlorophyll photosensitized linoleic acid by headspace solid-phase microextraction (HS-SPME)[J]. Food Science and Biotechnology, 2010, 19(3): 611-616.
[20] Lin J, Zhang P, Pan Z, et al.Discrimination of oolong tea (Camellia sinensis) varieties based on feature extraction and selection from aromatic profiles analysed by HS-SPME/GC-MS[J]. Food chemistry, 2013, 141(1): 259-265.
[21] 林杰, 陈莹, 施元旭, 等. 保留指数在茶叶挥发物鉴定中的应用及保留指数库的建立[J]. 茶叶科学, 2014, 34(3): 261-270.
[22] Ito Y, Sugimoto A, Kakuda T, et al.Identification of potent odorants in Chinese jasmine green tea scented with flowers of Jasminum sambac[J]. Journal of agricultural and food chemistry, 2002, 50(17): 4878-4884.
[23] 黄新安. 茉莉花茶和茉莉花香气分析及其形成机理的初步研究[D]. 合肥: 安徽农业大学, 2001.
[24] 何春茂, 梁忠云. 超临界CO2萃取茉莉净油化学成分的研究[J]. 天然产物研究与开发, 1999, 11(3): 53-57.
[25] 王黎明. 茉莉花开放释香机理研究[D]. 合肥: 安徽农业大学, 2002.
[26] 钟萝. 茶叶品质理化分析[M]. 上海: 上海科学技术出版社, 1989.
[27] Lin J, Chen Y, Zhang P, et al.A novel quality evaluation index and strategies to identify scenting quality of jasmine tea based on headspace volatiles analysis[J]. Food Science and Biotechnology, 2013, 22(2): 331-340.
[28] 陈梅春, 张海峰, 朱育菁, 等. 茉莉花茶窨制过程香气形成机制的研究[J]. 食品安全质量检测学报, 2016, 4: 1546-1553.
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