Non-Targeted and Targeted Raman Imaging Detection of Chemical Contaminants in Food Powders

被引:2
|
作者
Qin, Jianwei [1 ]
Kim, Moon S. [1 ]
Chao, Kuanglin [1 ]
Dhakal, Sagar [1 ]
Cho, Byoung-Kwan [2 ]
机构
[1] USDA ARS, Environm Microbial & Food Safety Lab, BARC East, Bldg 303,10300 Baltimore Ave, Beltsville, MD 20705 USA
[2] Chungnam Natl Univ, Coll Agr & Life Sci, Dept Biosyst Machinery Engn, 99 Daehak Ro, Daejeon 305764, South Korea
关键词
Raman spectroscopy; chemical imaging; adulterant; food powder; food authentication; food safety; SAFETY;
D O I
10.1117/12.2304384
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Economically motivated adulteration and fraud to food powders are emerging food safety risks that threaten the health of the general public. In this study, targeted and non-targeted methods were developed to detect adulterants based on macro-scale Raman chemical imaging technique. Detection of potassium bromate (PB) (a flour improver banned in many countries) mixed in wheat flour was used as a case study to demonstrate the developed methods. A line-scan Raman imaging system with a 785 nm line laser was used to acquire hyperspectral image from the flour-PB mixture. Raman data analysis algorithms were developed to fulfill targeted and non-targeted contaminant detection. The targeted detection was performed using a single-band Raman image method. An image classification algorithm was developed based on single-band image at a Raman peak uniquely selected for the PB. On the other hand, a mixture analysis and spectral matching method was used for the non-targeted detection. The adulterant was identified by comparing resolved spectrum with reference spectra stored in a pre-established Raman library of the flour adulterants. For both methods, chemical images were created to show the PB particles mixed in the flour powder.
引用
收藏
页数:6
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