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Quantitative analysis of β-carotene and unsaturated fatty acids in blended olive oil via Raman spectroscopy combined with model prediction

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成果类型:
期刊论文
作者:
Chen, Yulong;Yang, Zhihan;Zeng, Shan;Tian, Hui;Cheng, Qingzhou;...
通讯作者:
Zeng, S
作者机构:
[Cheng, Qingzhou; Tian, Hui; Chen, Yulong] Wuhan Polytech Univ, Coll Med & Hlth Sci, Wuhan 430023, Peoples R China.
[Zeng, Shan; Yang, Zhihan; Li, Hao; Lv, Site] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Peoples R China.
通讯机构:
[Zeng, S ] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
Carotenoids;Chemometrics;Competitive adaptive reweighted sampling;Grey relational analysis;Olive oil;Raman spectra
期刊:
Food Chemistry
ISSN:
0308-8146
年:
2025
卷:
470
页码:
142621
基金类别:
CRediT authorship contribution statement Yulong Chen: Writing – review & editing, Writing – original draft, Visualization, Methodology, Investigation, Formal analysis, Conceptualization. Zhihan Yang: Software, Methodology, Investigation, Data curation. Shan Zeng: Supervision, Project administration, acquisition. Hui Tian: Visualization. QingZhou Cheng: Supervision. Site Lv: Validation. Hao Li: Writing – review & editing, Supervision. Acknowledgements The authors acknowledge the generous funding from Natural Science Foundation of Hubei Province of China under Grant 2024AFC006 , Hubei's Key Project of Research and Development Program under Grant 2023BBB046 , and Excellent young and middle-aged scientific and technological innovation teams in colleges and universities of Hubei Province under Grant T2021009 .
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
医学与健康学院
摘要:
Blended vegetable oil is considered to be a valuable product in the market owing to favourable taste and nutritional composition. The quantification of its contents has notable implications for protecting food safety and consumer interests. Thus, a rapid and non-destructive method is needed to analyse the composition of blended oil. This study established an analytical method combining Raman spectroscopy and prediction models to determine the content of olive oil in a mixture. Competitive adaptive reweighted sampling was employed to select feat...

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