Insight into aroma attributes change during the hot-air-drying process of white shrimp using GC-MS, E-Nose and sensory analysis

芳香 电子鼻 风味 小虾 化学 食品科学 气味 偏最小二乘回归 气相色谱-质谱法 感官分析 色谱法 质谱法 有机化学 生物 人工智能 机器学习 计算机科学 渔业
作者
Di Zhang,Hongwu Ji,Gui-Xin Luo,Hao Chen,Shucheng Liu,Weijie Mao
出处
期刊:Food Science and Technology [Sociedade Brasileira de Ciência e Tecnologia de Alimentos]
卷期号:42 被引量:3
标识
DOI:10.1590/fst.70820
摘要

Aroma attributes are one of the most important criteria that affect the flavor quality of dried shrimp, but the dynamic changes of aroma attributes remain largely unknown during the drying process. The present study investigated aroma attributes change during the hot-air-drying process of shrimp using gas chromatography-mass spectrometry (GC-MS), electronic nose (E-nose) and sensory analysis. The potential correlations among volatile compounds, sensory attributes and E-nose data were analyzed by partial-least-squares regression (PLSR). Results showed that the aroma characteristic of shrimps changed significantly during processing. The odor in the fresh shrimp was very light, and the key aroma compounds mainly consisted of trimethylamine and three aldehydes. The aroma characteristics mainly consisted of roasted and meat-like odors had come into being gradually with the decrease of water activity (Aw), and the aroma attributes were the most acceptable at about Aw 0.274 (hot-air drying for 7 h). Four kinds of aroma-active compounds (pyrazines, amines, aldehydes and heterocyclic compounds) made important contributions to the formation of aroma characteristics. The PLSR result showed a good correlation between most variables of volatile compounds, E-nose data and sensory attributes.
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