小虾
偏最小二乘回归
化学
光谱学
分析化学(期刊)
色谱法
渔业
生物
数学
物理
统计
量子力学
作者
Yunhai Zhou,Leizi Jiao,Jian Wu,Yunhe Zhang,Qingzhen Zhu,Daming Dong
出处
期刊:Food Chemistry
[Elsevier BV]
日期:2023-04-24
卷期号:422: 136189-136189
被引量:10
标识
DOI:10.1016/j.foodchem.2023.136189
摘要
There is strong interest in non-destructive and rapid determination of food freshness in food research. In this study, mid-infrared (MIR) fiber-optic evanescent wave (FOEW) spectroscopy was applied to monitor shrimp freshness through the evaluation of protein, chitin, and calcite contents in conjunction with a Partial Least Squares Discriminant Analysis (PLS-DA) model. Shrimp shells were wiped with a micro fiber-optic probe to obtain a FOEW spectrum which quickly and nondestructively allowed evaluation of the shrimp freshness. Peaks for proteins, chitin, and calcite, which are closely related to shrimp freshness, were detected and quantified. Compared with the standard indicator for evaluating shrimp freshness (total volatile basic nitrogen), the PLS-DA model gave recognition rates for shrimp freshness using calibration and validation sets of the FOEW data of 87.27%, 90.28%, respectively. Our results show that FOEW spectroscopy is a feasible method for non-destructive and in-site detection of shrimp freshness.
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