Classification of geographical origins and prediction of delta C-13 and delta N-15 values of lamb meat by near infrared reflectance spectroscopy

文献类型： 外文期刊

第一作者： Sun, Shumin

作者： Sun, Shumin;Guo, Boli;Wei, Yimin;Sun, Shumin;Fan, Mingtao

作者机构：

关键词： Near infrared reflectance spectroscopy;Geographical origin;delta C-13;delta N-15;Lamb meat

期刊名称：FOOD CHEMISTRY （ 影响因子：7.514； 五年影响因子：7.516 ）

ISSN： 0308-8146

年卷期： 2012 年 135 卷 2 期

页码：

收录情况： SCI

摘要： Near infrared spectroscopy (NIRS) combined with chemometric analysis was investigated for its potential to classify the geographical origin and predict delta C-13 and delta N-15 values of lamb meat samples (n = 99) from three pastoral regions and two agricultural regions of China. Principal component analysis (PCA), discriminant partial least squares analysis (D-PLS), linear discriminant analysis (LDA) and partial least squares regression (PLSR) were used for data analysis. D-PLS and LDA correctly classified 100% of the both pastoral and agricultural region samples, and gave a total correct classification of 88.9% and 75% to the five individual region samples, respectively. The best PLSR calibration models for predicting delta C-13 and delta N-15 of lamb meat were obtained with the determination coefficient (R-2) 0.76 and 0.87, respectively. These results show that NIRS combined with chemometrics can be used as a rapid and effective method to discriminate the geographical origin and estimate the delta C-13 and delta N-15 of lamb meat. (C) 2012 Elsevier Ltd. All rights reserved.

分类号：

  • 相关文献

[1]Application of Near Infrared Spectral Fingerprint Technique in Lamb Meat Origin Traceability. Sun Shu-min,Guo Bo-li,Wei Yi-min,Sun Shu-min,Fan Ming-tao. 2011

[2]Effects of region, genotype, harvest year and their interactions on delta C-13, delta N-15 and delta D in wheat kernels. Liu, Hongyan,Guo, Boli,Wei, Yimin,Wei, Shuai,Ma, Yiyan,Zhang, Wan.

[3]Combination of the Sr-87/Sr-86 ratio and light stable isotopic values (delta C-13, delta N-15 and delta D) for identifying the geographical origin of winter wheat in China. Liu, Hongyan,Wei, Yimin,Wei, Shuai,Jiang, Tao,Zhang, Yingquan,Guo, Boli,Lu, Hai.

[4]Identification and stable isotope analyses of flying fish scales from ornithogenic sediments at three islands in the South China Sea. Wu, Libin,Liu, Xiaodong,Wang, Xueying,Li, Yeling,Wu, Libin,Liu, Xiaodong,Wang, Xueying,Li, Yeling,Fu, Pingqing,Xu, Liqiang,Sun, Yao. 2017

[5]Effect of irrigation regimes and nitrogen rates on water use efficiency and nitrogen uptake in maize. Wang, Yaosheng,Wang, Yaosheng,Engedal, Tine,de Neergaard, Andreas,Janz, Baldur.

[6]Shifts in soil organic carbon and nitrogen dynamics for afforestation in central China. Dou, Xiaolin,Shu, Xiao,Zhang, Quanfa,Cheng, Xiaoli,Dou, Xiaolin,Xu, Xia.

[7]The effect of different cooking processes on stable C, N, and H isotopic compositions of beef. Zhou, Jiuqing,Guo, Boli,Wei, Yimin,Wei, Shuai,Ma, Yiyan,Zhou, Jiuqing,Zhang, Guoquan.

[8]Effects of the Application of Dense Phase Carbon Dioxide Treatments on Technological Parameters, Physicochemical and Textural Properties and Microbiological Quality of Lamb Sausages. Szerman, Natalia,Vaudagna, Sergio R.,Szerman, Natalia,Vaudagna, Sergio R.,Rao, Wei Li,Li, Xin,Yang, Yang,Zhang, De Quan.

[9]Gel properties and molecular forces of lamb myofibrillar protein during heat induction at different pH values. Ni, Na,Wang, Zhenyu,He, Fan,Wang, Linchen,Pan, Han,Li, Xin,Wang, Qiang,Zhang, Dequan,Ni, Na. 2014

[10]Rapid Evaluation of Primary Nutrients during Plant-Field Chicken Manure Composting Using Near-Infrared Reflectance Spectroscopy. Wang Xiao-yan,Huang Guang-qun,Han Lu-jia,Wang Xiao-yan. 2010

[11]Quantitative determination of nutrient content in poultry manure by near infrared spectroscopy based on artificial neural networks. Chen, L. J.,Han, L. J.,Xing, L.. 2009

[12]Prediction of Benzoyl Peroxide in Flour Using Near Infrared Spectroscopy Technique. Sun, Laijun,Hui, Guangyan,Gao, Shang,Liu, Jianhai,Wang, Lekai,Dai, Changjun.

[13]Non-destructive determination of total polyphenols content and classification of storage periods of Iron Buddha tea using multispectral imaging system. Xiong, Chuanwu,Liu, Changhong,Pan, Wenjuan,Ma, Fei,Xiong, Can,Zheng, Lei,Qi, Li,Chen, Feng,Lu, Xuzhong,Yang, Jianbo,Zheng, Lei.

[14]Effect of chemical fertilizer and compost on natural N-15 abundance of tomato leaves and fruits. Guo, Zhicheng,Li, Yuzhong,Li, Qiaozhen,Xu, Chunying,Dong, Yiwei,Fang, Fuli. 2012

[15]Variations in the Natural N-15 Abundance of Brassica chinensis Grown in Uncultivated Soil Affected by Different Nitrogen Fertilizers. Yuan, Yuwei,Hu, Guixian,Zhang, Yongzhi,Zhu, Jiahong,Wang, Qiang,Yuan, Yuwei,Hu, Guixian,Zhang, Yongzhi,Zhu, Jiahong,Wang, Qiang,Chen, Tianjin,Zhao, Ming.

[16]Nitrogen fixation of faba bean (Vicia faba L.) interacting with a non-legume in two contrasting intercropping systems. Fan, Fenliang,Zhang, Fusuo,Song, Yana,Sun, Jianhao,Bao, Xingguo,Guo, Tianwen,Li, Long. 2006

[17]Effect of water stress on dry mass accumulation and allocation in sweet potato based on stable isotope analysis. Zhang, Hui,Zhu, Lvdan,Ning, Yunwang,Zhang, Yongchun,Zhang, Hui,Zhang, Congzhi. 2015

[18]Dynamics of physically-separated soil organic carbon pools assessed from delta C-13 changes under 25 years of cropping systems. Dou, Xiaolin,Dou, Xiaolin,He, Ping,Zhou, Wei,Wang, Ligang,Cheng, Xiaoli,Zhu, Ping. 2017

[19]Study on the feeding habits of fishery organisms in the Yangtze River estuary and the southern Yellow Sea in spring with delta C-13 method. Li, Zhongyi,Zhuang, Zhimeng,Dai, Fangqun,Jin, Xianshi. 2011

[20]Carbon sequestration in a nectarine orchard as affected by green manure in China. Wang, Y. X.,Weng, B. Q.,Ye, J.,Zhong, Z. M.,Huang, Y. B..

作者其他论文 更多>>

微信小程序