Rapid screen of aflatoxin-contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree

doi:10.1111/ijfs.13831

CIOMP OpenIR

	Rapid screen of aflatoxin-contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree
	Yang, Y.; Zhang, Y. A.; He, C. Y.; Xie, M. Y.; Luo, H. T.; Wang, Y.; Zhang, J.
	2018
发表期刊	International Journal of Food Science and Technology
ISSN	0950-5423
卷号	53 期号:10 页码:2386-2393
摘要	Contamination of peanut oil is a great concern in the industry. FTIR spectroscopy combined with chemometrics could develop a rapid and nondestructive method to screen aflatoxin-contaminated peanut oil. Aflatoxin B1 (AFB1)- and aflatoxin (AFT)-positive peanut oils were screened by mid-IR (MIR) with classification models established by a novel multivariate decision tree (MDT) method. Two discriminant functions were developed in the fingerprint region based on absorbance ratio and moving window Fisher discrimination analysis methods for the two complex nodes in each MDT model. Window adjustment reduced the total different spectral data points in modelling to 23. The true-positive and true-negative rate of calibration and validation could both reach up to 100%. These results would render the possibility of efficient and economical design of a portable high-speed multitasking MIR instrument for screening AFB1- and AFT-contaminated peanut oil.
关键词	Aflatoxin aflatoxin B1 mid-IR multivariate decision tree peanut oil analytical quality assessment reflectance spectroscopy edible oils b-1 maize Food Science & Technology
DOI	10.1111/ijfs.13831
收录类别	SCI ; EI
引用统计	被引频次：15[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/61119
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Yang, Y.,Zhang, Y. A.,He, C. Y.,et al. Rapid screen of aflatoxin-contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree[J]. International Journal of Food Science and Technology,2018,53(10):2386-2393.
APA	Yang, Y..,Zhang, Y. A..,He, C. Y..,Xie, M. Y..,Luo, H. T..,...&Zhang, J..(2018).Rapid screen of aflatoxin-contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree.International Journal of Food Science and Technology,53(10),2386-2393.
MLA	Yang, Y.,et al."Rapid screen of aflatoxin-contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree".International Journal of Food Science and Technology 53.10(2018):2386-2393.

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