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Research on the Quantitative Determination of Lime in Wheat Flour by Short-Wavelength Near-Infrared Spectroscopy

文献类型： 外文期刊

作者： Wang, Dong 1 ; Han, Donghai 3 ; Ma, Zhihong 2 ; Pan, Ligang 2 ; Han, Ping 2 ; Zhao, Liu 2 ; Wang, Jihua 1 ;

作者机构： 1.Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China

2.Beijing Res Ctr Agrifood Testing & Farmland Moni, Beijing 100097, Peoples R China

3.China Agr Univ, Coll Food Sci & Nutr Engn, Beijing 100083, Peoples R China

关键词： Short-Wavelength Near-Infrared Spectroscopy;Partial Least Square;Wheat Flour;Calcium Oxide;Calcium Hydroxide

期刊名称：SENSOR LETTERS （ 影响因子：0.558； 五年影响因子：0.58 ）

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收录情况： SCI

摘要： As one of the staple crops, the safety of wheat flour will be very important to the customers' health. Short-wavelength near-infrared spectroscopy combined with partial least square algorithm is applied in this research to develop the calibration models of calcium oxide, calcium hydroxide and the total content, which are validated by the external validation set. The result indicated that the characteristic absorption of calcium oxide and calcium hydroxide exists at 10373 cm~(-1); the determination coefficients (R~2) of calcium oxide, calcium hydroxide and the total content are 95.16%, 99.04% and 99.22% respectively; the root mean square errors of calibration (RMSEC) are 0.49 0.27 and 0.39 respectively, the root mean square errors of cross validation (RMSECV) are 0.66, 0.52 and 0.64 respectively, the detection limits of this method for calcium oxide, calcium hydroxide and the total content are 1.47%, 0.81% and 1.17% respectively; the root mean square errors of prediction (RMSEP) are 1.34, 0.49 and 1.50 respectively; the ratio performance deviations (RPD) are 2.19, 7.26 and 3.53 respectively; the correlation coefficients of the regression equations of external validation are 0.9823, 0.9917 and 0.9611 respectively. The result of F-test indicated that a very remarkable correlation exists between the estimated and specified values of both the calibration sets and the external validation sets. The calibration models are precise enough to adapt to the on-site determination of the lime in wheat flour rapidly. This research, to some extent, will provide some reference for the quality control and rapid inspection of the wheat flour, which is of great importance to the quality monitoring of wheat flour, the guarantee of customers' health and the development of SW-NIR spectrometer for determining lime or other banned additives in wheat flour.

  • 相关文献

[1]Research on the Quantitative Determination of Lime in Wheat Flour by Near-Infrared Spectroscopy. Wang Dong,Ma Zhi-hong,Pan Li-gang,Han Ping,Zhao Liu,Wang Ji-hua,Wang Dong,Wang Ji-hua,Wang Dong. 2013

[2]Application research on enhancing near-infrared micro-imaging quality by 2nd derivative. Wang Dong,Ma Zhi-hong,Zhao Liu,Wang Bei-hong,Han Ping,Pan Li-gang,Wang Ji-hua. 2013

[3]Research on Detection of Lime in Wheat Flour by NIR Micro-Imaging. Wang, Dong,Wang, Jihua,Wang, Dong,Ma, Zhihong,Han, Ping,Zhao, Liu,Pan, Ligang,Li, Xiaoting,Wang, Jihua,Wang, Dong.

[4]The Application of Classical Least Square Algorithm in the Quantitative Analysis of Lime in Wheat Flour by ATR-MIR Spectroscopy. Wang, Dong,Wang, Jihua,Wang, Dong,Han, Donghai,Wang, Dong,Ma, Zhihong,Pan, Ligang,Zhao, Liu,Han, Ping,Wang, Jihua. 2012

[5]The Application of CLS Algorithm in the Quantitative Analysis of Lime in Wheat Flour by NIR Spectroscopy. Wang, Dong,Ma, Zhihong,Pan, Ligang,Zhao, Liu,Han, Ping,Wang, Jihua. 2012

[6]Comparative Research on Estimating the Severity of Yellow Rust in Winter Wheat. Wang Jing,Jing Yuan-shu,Zhao Juan,Wang Jing,Huang Wen-jiang,Zhang Qing,Wang Li,Zhang Jing-cheng. 2015

[7]Study on the Near Infrared Model Development of Mixed Liquid Samples by the Algorithm of OSC-PLS. Wang, Dong,Ye, Shengfeng,Min, Shungeng,Wang, Dong,Ma, Zhihong. 2011

[8]Quantitative Analysis of the Content of Deltamethrin in Agrochemicals by Near-Infrared, Attenuated Total Reflectance Infrared and Raman Spectroscopy. Xiong Yan-mei,Tang Guo,Duan Jia,Li Chun-zi,Min Shun-geng,Wang Dong. 2010

[9]Application of Long-Wave Near Infrared Hyperspectral Imaging for Measurement of Soluble Solid Content (SSC) in Pear. Li, Jiangbo,Tian, Xi,Huang, Wenqian,Zhang, Baohua,Fan, Shuxiang,Li, Jiangbo,Tian, Xi,Huang, Wenqian,Zhang, Baohua,Fan, Shuxiang,Li, Jiangbo,Huang, Wenqian,Li, Jiangbo,Huang, Wenqian.

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