Citation: DENG Zhuo-Wen, CHEN Zhe, FU Jia-Shun, YUN Yong-Huan. Application Progress of Data Fusion Strategy in Food Origin Traceability[J]. Chinese Journal of Analytical Chemistry, ;2023, 51(1): 11-21. doi: 10.19756/j.issn.0253-3820.221339 shu

Application Progress of Data Fusion Strategy in Food Origin Traceability

1.
Key Laboratory of Tropical Fruits and Vegetables Quality and Safety for State Market Regulation, School of Food Science and Engineering, Hainan University, Haikou 570228, China;
2.
Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China

Corresponding author: YUN Yong-Huan, yunyonghuan@hainanu.edu.cn
Received Date: 9 July 2022
Revised Date: 29 September 2022

Fund Project: Supported by the Key Laboratory of Tropical Fruits and Vegetables Quality and Safety for State Market Regulation (No.ZX-2022001), the National Natural Science Foundation of China (No.22164008) and the Innovation Platform for Academicians of Hainan Province, China.

The origin traceability technique can effectively identify the source of food products, and thus plays an important role in protecting consumers' rights and interests and maintaining the reputation of products. Commonly used detection methods for origin traceability include spectroscopy, mass spectrometry, chromatography, and sensor techniques. However, for foods with complex chemical composition, a single analytical technique usually cannot obtain sufficient chemical information, while data fusion strategy can improve the identification effect in origin traceability by processing the data obtained by different detection techniques, and combining it to obtain more useful information. At present, data fusion strategy has been widely used in the field of food origin traceability. In this paper, the origin traceability techniques including spectroscopy, mass spectrometry, chromatography and sensor techniques were introduced. The current application status of data fusion strategy based on these techniques in food origin traceability was reviewed. The development of data fusion strategy in food origin traceability was prospected, with a view to providing references for the research and development of food origin traceability.
- Origin traceability,
- Data fusion,
- Chemometrics,
- Review
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