The Partial Least Square Regression(PLSR) analysis was used to study the influences of routine chemical components, such as total sugar, reducing sugar, nicotine, total nitrogen etc. on cigarette sensory quality. The results showed that there were positive correlations between total sugar, reducing sugar and the ratio of sugar to nicotine and most comfort characteristic. Nicotine, total nitrogen and potassium had negative influences on tobacco comfort characteristics. There were significantly positive correlations between the ratio of potassium to chlorine and irritation or tongue burning, oral coating or oral dryness. There were positive correlations between total sugar, reducing sugar and the ratio of sugar to nicotine and most smoke characteristics. There was a significantly negative correlation between nicotine and richness with a significantly positive correlation between nicotine and impact. The ratio of potassium to chlorine had a significantly positive influence on off-taste.

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[1] 周恒, 许自成, 毕庆文, 等. 醇化过程中烤烟片烟主要化学成分与中性致香成分的变异分析[J]. 江西农业学报, 2009, 21(4): 1~5.
[2] 施丰成, 戴亚, 龙君, 等. 烤烟烟叶常规化学成分与多元酸的相关分析[J]. 中国烟草科学, 2010, 31(1): 56~59, 64.
[3] 殷全玉, 王霞, 杨铁钊, 等. 叶面分泌物和中性香气物质在不同烤烟品种(系)和地区间的变化及其与常规化学成分的关系[J]. 中国烟草学报, 2010, 16(3): 17~23.
[4] 赵会纳, 向章敏, 周淑平, 等. 贵州烤烟常规化学成分与中性香气物质的相关分析[J]. 西南农业学报, 2012, 25(3): 856~863.
[5] 王超, 胡战军, 孙曙光, 等. 河南省烤烟常规化学成分与烟叶有机酸含量关系分析[J]. 江西农业学报, 2012, 24(10): 88~90, 94.
[6] 杜咏梅, 张怀宝, 付秋娟, 等. 烤烟非挥发有机酸、高级脂肪酸与其他成分及其感官品质的关系[J]. 烟草科技, 2011(6): 29~34.
[7] 龙章德, 林顺顺, 田兆福, 等. 烟草多酚类化合物对卷烟品质的影响[J]. 食品与机械, 2013, 29(6): 41~44.
[8] 龙章德, 林顺顺, 田兆福, 等. 基于电子鼻分析的原料烟叶鉴别[J]. 食品与机械, 2013, 29(4): 35~39.
[9] 程传玲, 唐琦, 汪文良, 等. 烤烟常规化学成分与感官质量的典型相关分析[J]. 贵州农业科学, 2011(1): 59~61.
[10] 常爱霞, 杜咏梅, 付秋娟, 等. 烤烟主要化学成分与感官质量的相关性分析[J]. 中国烟草科学, 2009, 30(6): 9~12.
[11] 张晓明. 烟草主要化学指标与卷烟风格感官评价的修正复相关性分析[D]. 昆明: 云南财经大学, 2014: 28~32.
[12] 王小翠, 喻奇伟, 符云鹏, 等. 毕节烟区烤烟化学成分、感官质量及其相关性研究[J]. 河南农业科学, 2012,41(6): 58~61, 64.
[13] 过伟民, 李伟观, 刘阳, 等. 烤烟类胡萝卜素含量与香气质量的关系[J]. 烟草科技, 2010(1): 51~55.
[14] 喻奇伟, 符云鹏, 李炜, 等. 毕节烟区烤烟糖碱比的区域分布特点及与感官品质的关系[J]. 烟草科技, 2015, 48(3): 14~18, 46.
[15] 王惠文. 偏最小二乘回归方法及其应用[M]. 北京: 国防工业出版社, 1999: 1~5.
[16] Shi Xian-zhong, Mehrooz Aspandiar, David Oldmeadow. Using hyperspectral data and PLSR modelling to assess acid sulphate soil in subsurface[J]. Journal of Soils and Sediments, 2014(14): 904~916.
[17] Zhu Jian-cai, Chen Feng, Wang Ling-ying, et al. Comparison of aroma-active compounds and sensory characteristics of durian (Durio zibethinus L.) wines using strains of saccharomyces cerevisiae with odor activity values and partial least-squares regression[J]. Journal of Agricultural and Food Chemistry, 2015, 63(7): 1 939~1 947.
[18] Song Shi-qing, Tang Qi, Hayat Khizar, et al. Effect of enzymatic hydrolysis with subsequent mild thermal oxidation of tallow on precursor formation and sensory profiles of beef flavors assessed by partial least squares regression[J]. Meat Science, 2014, 96(1): 191~1 200.
[19] Karangwa Eric, Linda Virginie Raymond, Shabbar Abbas, et al. Temperature and cysteine addition effect on formation of sunflower hydrolysate Maillard reaction products and corresponding influence on sensory characteristics assessed by Partial Least Square Regression[J]. Food Research International, 2014(57): 242~258.
[20] 秦蓝, 李凤华, 田怀香, 等. 鸡精调味料人工感官评价与电子鼻感官分析的相关性研究[J]. 食品与机械, 2014, 30(4): 11~13.
[21] 朱向荣, 李高阳, 苏东林, 等. 基于近红外光谱与组合间隔偏最小二乘法的稻米镉含量快速检测[J]. 食品与机械, 2015, 31(4): 43~46.
[22] Song Shi-qing, Zhang Xiao-ming, Xiao Zuo-bing, et al. Contribution of oxidized tallow to aroma characteristics of beeflike process flavour assessed by gas chromatography-mass spectrometry and partial least squares[J]. Journal of Chromatography A, 2012, 1 254: 115~124.
[23] 苏加坤, 罗娟敏, 徐达, 等. 基于PLSR分析蛋白质与淀粉对市售卷烟感官品质的影响[J]. 食品与机械, 2015, 31(5): 16~20.
[24] 刘仕民, 程传玲, 宋辉, 等. 烟草中水溶性总糖与还原糖的分析研究进展[J]. 广东化工, 2013, 40(21): 87~88.
[25] 吴彦辉, 薛立新, 许自成, 等. 断根结合生长素和钾肥施用对烤烟生长及糖碱比、有机钾指数的影响[J]. 生态学报, 2013, 33(18): 5 686~5 695.
[26] 陈胜利, 张玉林, 张占军, 等. 烤烟主产区烟叶糖碱比的变异分析[J]. 烟草科技, 2012(10): 73~76.
[27] 唐士军, 李东亮, 戴亚. 烤烟糖碱比和氮碱比的醇化预测模型研究[J]. 安徽农业科学, 2009(23): 10 835~10 837.

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