Analysis of the Influence of Spices on the Yu-Shiang Sauce Flavors Based on E-nose and GC-IMS Technology

ZHANG Hao; GAO Tianlong; YI Yuwen; CAI Xuemei; DENG Jing; TANG Yingming; GU Siyuan; QIAO Mingfeng

doi:10.13386/j.issn1002-0306.2024050162

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ZHANG Hao, GAO Tianlong, YI Yuwen, et al. Analysis of the Influence of Spices on the Yu-Shiang Sauce Flavors Based on E-nose and GC-IMS Technology[J]. Science and Technology of Food Industry, 2025, 46(9): 1−11. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024050162.

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Analysis of the Influence of Spices on the Yu-Shiang Sauce Flavors Based on E-nose and GC-IMS Technology

1.
Cuisine Science Key Laboratory of Sichuan Province, Sichuan Tourism University, Chengdu 610100, China
2.
Key Laboratory of Sichuan Cuisine Artificial Intelligence, Chengdu 610100, China
3.
Culinary College, Sichuan Tourism University, Chengdu 610100, China

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Received Date: May 14, 2024
Available Online: March 01, 2025

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Abstract

To identify the effects of spices on the formation of Yu-Shiang Sauce, this study conducted a previously unexplored experiment examining the impacts of ginger, scallions, garlic, and pickled chili on flavor, quantitative descriptive analysis (QDA), gas chromatography-ion mobility spectroscopy (GC-IMS) technology, and electronic nose (E-nose) were used to analyze the compound changes. The results of sensory analysis and the electronic nose test showed that the deletion scallions disrupted the balance of fish flavor and had the greatest impact on flavor. Deletion pickled chili peppers reduced the spiciness and freshness, had effect on the flavor, but the overall similarity remained high. The lack of ginger had the least impact on the balanced flavor presentation. Deletion garlic had an enhancing effect on saltiness. GC-IMS result showed that 91 kinds of volatile compounds, including 26 kinds of aldehydes, 18 kinds of alcohols, 13 kinds of ketones, 8 kinds of esters, 8 kinds of alkanes, 5 kinds of sulphur-containing compounds, 2 kinds of ethers, 1 kind of acid, 10 kinds of heterocyclic compounds. The study found that the alkanes of the sample group with missing scallions decreased from 11.06% to 5.41% in the reference group, indicating that the missing scallions had the greatest impact on fish flavor. The aldehydes of sample group with missing pickled chili increased from 19.89 % to 26.12 % and alcohols significantly increased from 9.41% to 15.06%. This research was concluded that the lipid flavor came from aldehydes and alcohols was the main factor affected the flavor of Yu-Shiang sauce. The research results provide theoretical basis and guidance for the industrial development of Yu-Shiang sauce
- Yu-Shiang sauce,
- spices,
- quantitative descriptive analysis,
- gas chromatography-ion mobility spectrometry technology,
- aroma

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References

[1]	童文烽, 袁继红, 周仁客, 等. 鱼香肉丝在烹饪前后营养成分的评价[J]. 食品工业科技,2020,41(10):306−311. [TONG W F, YUAN J H, ZHOU R K, et al. Evaluation of nutritional composition of fish flavored shredded meat before and after cooking[J]. Food Industry Technology,2020,41(10):306−311.] TONG W F, YUAN J H, ZHOU R K, et al. Evaluation of nutritional composition of fish flavored shredded meat before and after cooking[J]. Food Industry Technology, 2020, 41（10）: 306−311.
[2]	于然. “鱼香肉丝”的得名[J]. 人才资源开发,2009(10):58. [YU Ran. The name "fish flavored shredded meat" comes from[J]. Human Resource Development,2009(10):58.] YU Ran. The name "fish flavored shredded meat" comes from[J]. Human Resource Development, 2009（10）: 58.
[3]	罗玉龙, 靳志敏, 刘夏炜, 等. 肉制品中香味物质形成原因研究进展[J]. 食品与发酵工业,2015,41(2):254−258. [LUO Y L, JIN Z M, LIU X W, et al. Research progress on the formation of aroma substances in meat products[J]. Food and Fermentation Industry,2015,41(2):254−258.] LUO Y L, JIN Z M, LIU X W, et al. Research progress on the formation of aroma substances in meat products[J]. Food and Fermentation Industry, 2015, 41（2）: 254−258.
[4]	SHEN C, CAI Y, WU X, et al. Characterization of selected commercially available grilled lamb shashliks based on flavor profiles using GC-MS, GC×GC-TOF-MS, GC-IMS, E-nose and E-tongue combined with chemometrics[J]. Food Chemistry,2023,423:136257. doi: 10.1016/j.foodchem.2023.136257
[5]	韩晋琳, 毕小朋, 蒲开阳, 等. 鱼香肉丝方便菜肴生产工艺优化及挥发性风味成分鉴定[J]. 西华大学学报(自然科学版),2023(3):19−36. [HAN J L, BI X P, PU K Y, et al. Optimization of production process and identification of volatile flavor components for convenient fish flavored shredded meat dishes[J]. Journal of Xi Hua University (Natural Science Edition),2023(3):19−36.] HAN J L, BI X P, PU K Y, et al. Optimization of production process and identification of volatile flavor components for convenient fish flavored shredded meat dishes[J]. Journal of Xi Hua University （Natural Science Edition）, 2023（3）: 19−36.
[6]	王晨祥, 沈硕, 刘雪姣, 等. 基于酵母抽提物的预制鱼香肉丝配方优化及挥发性成分分析[J]. 食品科技,2023(4):258−265. [WANG C X, SHEN S, LIU X J, et al. Optimization and volatile component analysis of pre made fish flavored shredded meat based on yeast extract[J]. Food Technology,2023(4):258−265.] WANG C X, SHEN S, LIU X J, et al. Optimization and volatile component analysis of pre made fish flavored shredded meat based on yeast extract[J]. Food Technology, 2023（4）: 258−265.
[7]	肖阳, 张玥琪, 郭贝贝, 等. 两种方式加工鱼香肉丝的SDE-GC-MS挥发性风味成分对比[J]. 食品科学,2015(14):70−75. [XIAO Y, ZHANG Y Q, GUO B B, et al. Comparison of volatile flavor components in SDE-GC-MS of fish flavored shredded meat processed by two methods[J]. Food Science,2015(14):70−75.] XIAO Y, ZHANG Y Q, GUO B B, et al. Comparison of volatile flavor components in SDE-GC-MS of fish flavored shredded meat processed by two methods[J]. Food Science, 2015（14）: 70−75.
[8]	贾洪锋, 梁爱华, 秦文, 等. 气质联用法分析鱼香肉丝中的挥发性风味物质[J]. 食品研究与开发,2011(3):121−125. [JIA H F, LIANG A H, QIN W, et al. Analysis of volatile flavor compounds in fish flavored shredded meat by gas chromatography-mass spectrometry[J]. Food Research and Development,2011(3):121−125.] JIA H F, LIANG A H, QIN W, et al. Analysis of volatile flavor compounds in fish flavored shredded meat by gas chromatography-mass spectrometry[J]. Food Research and Development, 2011（3）: 121−125.
[9]	张静, 张迪, 车振明, 等. 调味料对鱼香肉丝风味品质的影响[J]. 美食研究,2023,40(1):80−87. [ZHANG J, ZHANG D, CHE Z M, et al. The influence of seasoning on the flavor quality of fish flavored shredded meat[J]. Food Research,2023,40(1):80−87.] ZHANG J, ZHANG D, CHE Z M, et al. The influence of seasoning on the flavor quality of fish flavored shredded meat[J]. Food Research, 2023, 40（1）: 80−87.
[10]	袁灿, 何莲, 胡金祥, 等. 基于电子舌和电子鼻结合氨基酸分析鱼香肉丝调料风味的差异[J]. 食品工业科技,2022,43(9):48−55. [YUAN C, HE L, HU J X, et al. Differences in flavor of fish flavored shredded meat seasonings based on electronic tongue and electronic nose combined with amino acid analysis[J]. Food Industry Technology,2022,43(9):48−55.] YUAN C, HE L, HU J X, et al. Differences in flavor of fish flavored shredded meat seasonings based on electronic tongue and electronic nose combined with amino acid analysis[J]. Food Industry Technology, 2022, 43（9）: 48−55.
[11]	关海宁, 赵士发, 刘登勇, 等. 基于分子感官科学的肉制品风味研究进展[J]. 食品工业科技,2024,45(6):352−361. [GUAN H N, ZHAO S F, LIU D Y, et al. Research progress on flavor of meat products based on molecular sensory science[J]. Food Industry Technology,2024,45(6):352−361.] GUAN H N, ZHAO S F, LIU D Y, et al. Research progress on flavor of meat products based on molecular sensory science[J]. Food Industry Technology, 2024, 45（6）: 352−361.
[12]	田怀香, 郑国茂, 于海燕, 等. 气味与滋味间相互作用对食品风味感知影响研究进展[J]. 食品科学,2023,44(9):259−269. [TIAN H X, ZHENG G M, YU H Y, et al. Research progress on the impact of the interaction between odor and taste on food flavor perception[J]. Food Science,2023,44(9):259−269.] TIAN H X, ZHENG G M, YU H Y, et al. Research progress on the impact of the interaction between odor and taste on food flavor perception[J]. Food Science, 2023, 44（9）: 259−269.
[13]	DANIELE C, SANDRO Z, CHIARA D. Ion mobility spectrometry coupled to gas chromatography:A rapid tool to assess eggs freshness[J]. Food Chemistry,2019,271:691−696. doi: 10.1016/j.foodchem.2018.07.204
[14]	ROCÍO G, MARÍA D M D, LOURDES A, et al. Determination of volatile compounds by GC-IMS to assign the quality of virgin olive oil[J]. Food Chemistry,2015,187:572−579. doi: 10.1016/j.foodchem.2015.04.082
[15]	四川省质量技术监督局. DB51/T 1728-2014中国川菜经典菜肴制作工艺规范[S]. 2014:14−15. [Sichuan Provincial Bureau of Quality and Technical Supervision. DB51/T 1728-2014 Specification for the production process of classic Sichuan cuisine in China[S]. 2014:14−15.] Sichuan Provincial Bureau of Quality and Technical Supervision. DB51/T 1728-2014 Specification for the production process of classic Sichuan cuisine in China[S]. 2014: 14−15.
[16]	中华人民共和国农业部. 感官分析选拔、培训与管理评价员一般导则第1部分:优选评价员GB/T 16291.1-2012[S]. 北京:中国标准出版社, 2012:1−22. [Ministry of Agriculture of the People's Republic of China. General guidelines for sensory analysis selection, training, and management of evaluators. Part 1:Preferred evaluators GB/T 16291.1-2012[S]. Beijing:China Standards Press, 2012:1−22.] Ministry of Agriculture of the People's Republic of China. General guidelines for sensory analysis selection, training, and management of evaluators. Part 1: Preferred evaluators GB/T 16291.1-2012[S]. Beijing: China Standards Press, 2012: 1−22.
[17]	乔明锋, 魏宇, 蔡雪梅, 等. 川式和韩式烧烤酱部分感官指标与挥发性特征风味比较分析[J]. 中国调味品,2022,47(1):67−71. [QIAO M F, WEI YU, CAI X M, et al. Comparative analysis of sensory indicators and volatile flavor characteristics of Sichuan and Korean barbecue sauces[J]. Chinese Seasoning,2022,47(1):67−71.] QIAO M F, WEI YU, CAI X M, et al. Comparative analysis of sensory indicators and volatile flavor characteristics of Sichuan and Korean barbecue sauces[J]. Chinese Seasoning, 2022, 47（1）: 67−71.
[18]	蔡雨静, 张振宇, 王彩玲, 等. 电子鼻、电子舌结合SPME-GC-MS对青海玉树牦牛肉挥发性化合物分析[J]. 食品工业科技,2023,44(16):348−357. [CAI Y J, ZHANG Z Y, WANG C L, et al. Analysis of volatile compounds in Qinghai Yushu yak meat using electronic nose and electronic tongue combined with SPME-GC-MS[J]. Food Industry Technology,2023,44(16):348−357.] CAI Y J, ZHANG Z Y, WANG C L, et al. Analysis of volatile compounds in Qinghai Yushu yak meat using electronic nose and electronic tongue combined with SPME-GC-MS[J]. Food Industry Technology, 2023, 44（16）: 348−357.
[19]	张浩, 顾思远, 邓静, 等. 基于固相微萃取-气相色谱-质谱联用和气相色谱-离子迁移谱分析不同等级郫县豆瓣煸炒后风味特征差异[J]. 食品科学,2024,45(7):172−181. [ZHANG H, GU S Y, DENG J, et al. Differences in flavor characteristics of stir fried Pi Xian Douban of different grades based on solid-phase microextraction gas chromatography-mass spectrometry and gas chromatography-ion migration spectroscopy[J]. Food Science,2024,45(7):172−181.] ZHANG H, GU S Y, DENG J, et al. Differences in flavor characteristics of stir fried Pi Xian Douban of different grades based on solid-phase microextraction gas chromatography-mass spectrometry and gas chromatography-ion migration spectroscopy[J]. Food Science, 2024, 45（7）: 172−181.
[20]	倪瑞洁, 詹萍, 田洪磊. 基于GC-IMS结合多元统计方法分析炸制时间对花椒调味油挥发性物质的影响[J]. 食品科学,2022,43(6):279−286. [NI R J, ZHAN P, TIAN H L. Analysis of the effect of frying time on volatile compounds in Sichuan pepper seasoning oil based on GC-IMS combined with multivariate statistical methods[J]. Food Science,2022,43(6):279−286.] NI R J, ZHAN P, TIAN H L. Analysis of the effect of frying time on volatile compounds in Sichuan pepper seasoning oil based on GC-IMS combined with multivariate statistical methods[J]. Food Science, 2022, 43（6）: 279−286.
[21]	李想, 邓静, 易宇文, 等. 电子舌和气相色谱-离子迁移谱技术分析炖煮时间对松茸鸡汤风味的影响[J]. 中国食品学报,2024,24(1):336−348. [LI X, DENG J, YI Y W, et al. Analysis of the effect of stewing time on the flavor of matsutake chicken soup using electronic tongue and gas chromatography-ion migration spectroscopy[J]. Chinese Journal of Food Science,2024,24(1):336−348.] LI X, DENG J, YI Y W, et al. Analysis of the effect of stewing time on the flavor of matsutake chicken soup using electronic tongue and gas chromatography-ion migration spectroscopy[J]. Chinese Journal of Food Science, 2024, 24（1）: 336−348.
[22]	赵镭, 刘文. 感官分析技术应用指南[M]. 北京:中国轻工业出版社, 2011:35−36. [ZHAO L, LIU W. Guidelines for the application of sensory analysis technology[M]. Beijing:China Light Industry Press, 2011:35−36.] ZHAO L, LIU W. Guidelines for the application of sensory analysis technology[M]. Beijing: China Light Industry Press, 2011: 35−36.
[23]	王海帆, 郭梦嫣, 王玉洁, 等. 辣椒、花椒等辛辣香辛料对肉制品风味影响的研究进展[J]. 食品科学,2022,43(15):389−395. [WANG H F, GUO M Y, WANG Y J, et al. Research progress on the influence of spicy spices such as chili and Sichuan pepper on the flavor of meat products[J]. Food Science,2022,43(15):389−395.] WANG H F, GUO M Y, WANG Y J, et al. Research progress on the influence of spicy spices such as chili and Sichuan pepper on the flavor of meat products[J]. Food Science, 2022, 43（15）: 389−395.
[24]	李佳欢, 杨斌, 任佳媛, 等. 热风干燥温度对荷叶离褶伞干燥特性及挥发性风味物质的影响[J]. 菌物学报,2021,40(12):3304−3319. [LI J H, YANG B, REN J Y, et al. The effect of hot air-drying temperature on the drying characteristics and volatile flavor compounds of lotus leaf pleated umbrella[J]. Journal of Microbiology,2021,40(12):3304−3319.] LI J H, YANG B, REN J Y, et al. The effect of hot air-drying temperature on the drying characteristics and volatile flavor compounds of lotus leaf pleated umbrella[J]. Journal of Microbiology, 2021, 40（12）: 3304−3319.
[25]	杨智鹏, 赵文, 魏喜喜, 等. 基于气相离子迁移谱的不同产地枣果挥发性有机物指纹图谱分析[J]. 食品科学,2023,44(6):285−291. [YANG Z P, ZHAO W, WEI X X, et al. Fingerprint analysis of volatile organic compounds in jujube fruits from different regions based on gas-phase ion migration spectroscopy[J]. Food Science,2023,44(6):285−291.] doi: 10.7506/spkx1002-6630-20220412-140 YANG Z P, ZHAO W, WEI X X, et al. Fingerprint analysis of volatile organic compounds in jujube fruits from different regions based on gas-phase ion migration spectroscopy[J]. Food Science, 2023, 44（6）: 285−291. doi: 10.7506/spkx1002-6630-20220412-140
[26]	ZHAO J, WANG M, XIE J, et al. Volatile flavor constituents in the pork broth of black-pig[J]. Food Chemistry,2017,226:51−60. doi: 10.1016/j.foodchem.2017.01.011
[27]	赵旭壮. 肉品风味形成与美拉德反应[J]. 肉类工业,2006(1):14−16. [ZHAO X Z. Formation of meat flavor and Maillard reaction[J]. Meat Industry,2006(1):14−16.] doi: 10.3969/j.issn.1008-5467.2006.01.005 ZHAO X Z. Formation of meat flavor and Maillard reaction[J]. Meat Industry, 2006（1）: 14−16. doi: 10.3969/j.issn.1008-5467.2006.01.005
[28]	衡新蕊, 王天亮, 姚云平, 等. 冷榨亚麻籽油特征风味成分分析[J]. 食品科学,2024,45(2):211−217. [HENG X R, WANG T L, YAO Y P, et al. Analysis of characteristic flavor components in cold pressed flaxseed oil[J]. Food Science,2024,45(2):211−217.] doi: 10.7506/spkx1002-6630-20230425-242 HENG X R, WANG T L, YAO Y P, et al. Analysis of characteristic flavor components in cold pressed flaxseed oil[J]. Food Science, 2024, 45（2）: 211−217. doi: 10.7506/spkx1002-6630-20230425-242
[29]	姚芳, 赵延胜, 王海蓝, 等. 银杏果酶解发酵前后风味成分的变化及主成分分析[J]. 现代食品科技,2021,37(6):251−263. [YAO F, ZHAO Y S, WANG H L, et al. Changes in flavor components and principal component analysis of Ginkgo biloba fruit before and after enzymatic hydrolysis and fermentation[J]. Modern Food Technology,2021,37(6):251−263.] YAO F, ZHAO Y S, WANG H L, et al. Changes in flavor components and principal component analysis of Ginkgo biloba fruit before and after enzymatic hydrolysis and fermentation[J]. Modern Food Technology, 2021, 37（6）: 251−263.
[30]	葛怡青, 仝涛. 新鲜葱姜蒜混合物与炒制后的葱姜蒜油挥发性风味物质的对比研究[J]. 食品安全质量检测学报,2022,13(17):5443−5451. [GE Y Q, TONG T. Comparative study of volatile flavor compounds in fresh onion ginger garlic mixture and stir-fried onion ginger garlic oil[J]. Journal of Food Safety and Quality Testing,2022,13(17):5443−5451.] doi: 10.3969/j.issn.2095-0381.2022.17.spaqzljcjs202217001 GE Y Q, TONG T. Comparative study of volatile flavor compounds in fresh onion ginger garlic mixture and stir-fried onion ginger garlic oil[J]. Journal of Food Safety and Quality Testing, 2022, 13（17）: 5443−5451. doi: 10.3969/j.issn.2095-0381.2022.17.spaqzljcjs202217001
[31]	曹博雅, 蒲丹丹, 郑瑞仪, 等. 溶剂辅助风味蒸发结合气相色谱-质谱/嗅闻法分析20种辛香型香辛料香气活性成分[J]. 食品科学,2024,45(14):121−132. [CAO B Y, PU D D, ZHENG R Y, et al. Solvent assisted flavor evaporation combined with gas chromatography-mass spectrometry/olfaction analysis of 20 spice aroma active ingredients[J]. Food Science,2024,45(14):121−132.] doi: 10.7506/spkx1002-6630-20230910-059 CAO B Y, PU D D, ZHENG R Y, et al. Solvent assisted flavor evaporation combined with gas chromatography-mass spectrometry/olfaction analysis of 20 spice aroma active ingredients[J]. Food Science, 2024, 45（14）: 121−132. doi: 10.7506/spkx1002-6630-20230910-059
[32]	黄雪松, 陈雅雪. GC-MS 法比较鲜姜与干姜的风味物质[J]. 中国食品学报,2007(5):133−138. [HUANG X S, CHEN Y X. Comparison of flavor substances between fresh ginger and dry ginger by GC-MS method[J]. Chinese Journal of Food Science,2007(5):133−138.] doi: 10.3969/j.issn.1009-7848.2007.05.024 HUANG X S, CHEN Y X. Comparison of flavor substances between fresh ginger and dry ginger by GC-MS method[J]. Chinese Journal of Food Science, 2007（5）: 133−138. doi: 10.3969/j.issn.1009-7848.2007.05.024
[33]	关继华, 汤星月, 吴建文, 等. 基于HS-SPME-GC-MS和ROAV法表征不同处理的原味油茶籽油风味物质[J]. 现代食品科技,2023,39(10):298−306. [GUAN J H, TANG X Y, WU J W, et al. Characterization of flavor substances in original Camellia oleifera seed oil with different treatments based on HS-SPME-GC-MS and ROAV[J]. Modern Food Technology,2023,39(10):298−306.] GUAN J H, TANG X Y, WU J W, et al. Characterization of flavor substances in original Camellia oleifera seed oil with different treatments based on HS-SPME-GC-MS and ROAV[J]. Modern Food Technology, 2023, 39（10）: 298−306.
[34]	JOSE M B, EVA M H, LORENZO DE LA H. The contribution of Penicillium aurantiogriseum to the volatile composition and sensory quality of dry fermented sausages[J]. Meat Science,2001,59(1):97−107. doi: 10.1016/S0309-1740(01)00058-4
[35]	陶涛, 彭万喜, 陈星艳. 南竹过热水萃取物成分的GC-MS分析[J]. 中南林业科技大学学报,2009,29(1):89−91. [TAO T, PENG W X, CHEN X Y. GC-MS analysis of components in hot water extracts from Nan Zhu[J]. Journal of Central South University of Forestry and Technology,2009,29(1):89−91.] doi: 10.3969/j.issn.1673-923X.2009.01.020 TAO T, PENG W X, CHEN X Y. GC-MS analysis of components in hot water extracts from Nan Zhu[J]. Journal of Central South University of Forestry and Technology, 2009, 29（1）: 89−91. doi: 10.3969/j.issn.1673-923X.2009.01.020
[36]	ABBAS F, KE Y, YU R, et al. Volatile terpenoids:Multiple functions, biosynthesis, modulation and manipulation by genetic engineering[J]. Planta,2017,246(5):803−816. doi: 10.1007/s00425-017-2749-x
[37]	张姗姗, 郭森, 何其傥, 等. 利用HS-GC-O-MS, 气味活性值以及遗漏和重组实验表征细叶韭中的挥发性成分[C]//中国食品科学技术学会第十七届年会摘要集. 北京:中国食品科学技术学会, 2020:2. [ZHANG S S, GUO S, HE Q T, et al. Characterization of volatile components in Chinese chives using HS-GC-O-MS, odor activity values, and omission and recombination experiments[C]//Summary of the 17th Annual Conference of the Chinese Society for Food Science and Technology Beijing:Chinese Society for Food Science and Technology, 2020.] ZHANG S S, GUO S, HE Q T, et al. Characterization of volatile components in Chinese chives using HS-GC-O-MS, odor activity values, and omission and recombination experiments[C]//Summary of the 17th Annual Conference of the Chinese Society for Food Science and Technology Beijing: Chinese Society for Food Science and Technology, 2020.
[38]	陆宽, 王雪雅, 孙小静, 等. 电子鼻结合顶空SPME-GC-MS 联用技术分析贵州不同品种辣椒发酵后挥发性成分[J]. 食品科学,2018,39(4):199−207. [LU K, WANG X Y, SUN X J, et al. Analysis of volatile components in fermented chili peppers of different varieties in Guizhou using electronic nose combined with headspace SPME-GC-MS technology[J]. Food Science,2018,39(4):199−207.] doi: 10.7506/spkx1002-6630-201804030 LU K, WANG X Y, SUN X J, et al. Analysis of volatile components in fermented chili peppers of different varieties in Guizhou using electronic nose combined with headspace SPME-GC-MS technology[J]. Food Science, 2018, 39（4）: 199−207. doi: 10.7506/spkx1002-6630-201804030
[39]	张淼, 刘佳, 肖富权, 等. 电子舌结合顶空固相微萃取-气相色谱-串联质谱法分析四川5种泡辣椒风味物质[J]. 食品安全质量检测学报,2022,13(7):2236−2245. [ZANG M, LIU J, XIAO F Q, et al. Analysis of five flavor compounds in Sichuan pickled chili peppers using electron tongue combined with headspace solid-phase microextraction gas chromatography-tandem mass spectrometry[J]. Journal of Food Safety and Quality Testing,2022,13(7):2236−2245.] doi: 10.3969/j.issn.2095-0381.2022.7.spaqzljcjs202207026 ZANG M, LIU J, XIAO F Q, et al. Analysis of five flavor compounds in Sichuan pickled chili peppers using electron tongue combined with headspace solid-phase microextraction gas chromatography-tandem mass spectrometry[J]. Journal of Food Safety and Quality Testing, 2022, 13（7）: 2236−2245. doi: 10.3969/j.issn.2095-0381.2022.7.spaqzljcjs202207026
[40]	Gas chromatography-olfactometry (GCO) of natural products sponsored by DATU Inc. Flavor net and human odor space[DB/OL]. [2021-11-30]. http://www.flavornet.org/flavornet.html.