数字农科院2.0

Use of discriminant analysis on NIRS to detect meat-and-bone meal content in ruminant concentrates

文献类型： 外文期刊

作者： Yang, Z.;Han, L.;Li, Q.;Yang, Z.;Han, L.;Li, Q.;Fan, X.

作者机构：

关键词： NIRS;discriminant analysis;M BM;ruminant concentrates;adulteration

期刊名称： JOURNAL OF ANIMAL AND FEED SCIENCES

ISSN： 1230-1388

年卷期： 2007 年 16 卷

页码：

收录情况： SCI

摘要： A purpose of this study was to demonstrate the feasibility of using near infrared reflectance spectroscopy (NIRS) to identify MBM (meat-and-bone meal) in the ruminant concentrates. A partial least squares discriminant analysis equation was developed with 235 samples and validated with 59 samples. A calibration model was developed based on spectra region from 1100 to 2498 nm with mathematic pretreatment 2,4,4,1 and with scatter correction SNVDT (the standard normal variate-detrending). For external validation, there was the accurately discriminant rate of 100%. The results indicated that NIRS could provide a rapidly method for detecting the adulteration of ruminant concentrates with MBM.

分类号：

  • 相关文献

[1]固氮施氏假单胞菌亚硝酸盐还原酶基因nirS转录特性及功能鉴定. 弓湃,王丽英,尚立国,战嵛华,平淑珍,燕永亮,林敏. 2015

[2]氯化苦熏蒸对土壤反硝化作用及nirS型反硝化细菌群落结构的影响. 燕平梅,魏爱丽,赵文婧,李娜,李博,曹坳程. 2019

[3]长期施用有机和无机肥对黑土nirS型反硝化菌种群结构和丰度的影响. 尹昌,范分良,李兆君,宋阿琳,朱平,彭畅,梁永超. 2012

[4]土壤nirS、nosZ型反硝化菌群落结构及多样性对牛场肥水灌溉水平的响应. 高文萱,闫建华,杜会英,张克强. 2019

[5]牛场肥水灌溉对土壤nirK、nirS型反硝化微生物群落结构的影响. 王婷,刘丽丽,张克强,王风,杜会英,高文萱. 2017

[6]近红外光谱分析技术在豆粕质量监控中的应用研究. 杨海锋,吕小文,秦玉昌,李军国,牛立斌. 2006

[7]减氮对麦玉轮作农田土壤反硝化细菌群落结构和多样性影响. 白芳芳,乔冬梅,李平,杜臻杰,陆红飞,郭魏,齐学斌. 2024

[8]Identification of Soil-Borne Fungi Using Fourier Transform Infrared Spectroscopy. Chai A-li,Li Bao-ju,Shi Yan-xia,Xie Xue-wen. 2011

[9]Study on Varieties Identification of Kentucky Bluegrass Using Hyperspectral Imaging and Discriminant Analysis. Xiao Bo,Liang Xiao-hong,Zhang Li-juan,Han Lie-bao,Xiao Bo,Han Lie-bao,Mao Wen-hua. 2012

[10]Aroma quality evaluation of Dianhong black tea infusions by the combination of rapid gas phase electronic nose and multivariate statistical analysis. Chen J., Yang Y., Deng Y., Liu Z., Xie J., Shen S., Yuan H., Jiang Y.. 2022

[11]Origin verification of imported infant formula and fresh milk into China using stable isotope and elemental chemometrics. Xiuwen Zhou,Zhi Yan,Baohui Jin,Yingying Wu,Liqi Xie,Haiquan Chen,Guanghui Lin,Yan Zhao,Karyne M. Rogers,Hao Wu. 2021

[12]Rapid detection of exogenous sucrose in black tea samples based on near-infrared spectroscopy. Chunwang Dong,Zhongyuan Liu,Chongshan Yang,Ting An,Bin Hu,Xin Luo,Jing Jin,Yang Li. 2021

[13]Establishing the relations of characteristic aroma precursors and volatile compounds for authenticating Tibetan pork. Laiyu Zhao,Sara Erasmus,Ping Yang,Feng Huang,Chunhui Zhang,Saskia van Ruth. 2023

[14]Combining stable isotopes and multi-elements with machine learning chemometric models to identify the geographical origins of Tetrastigma hemsleyanum Diels et Gilg. Lu Bai,Zixuan Zhang,Yalan Li,Shanshan Zhao,Xiaoting Yang,Chengqun Chen,Shilin Zhao,Ping Zhang,Xin Peng,Yan Zhao,Kehong Liang. 2025

[15]Application of isotope and multi-element fingerprinting in subregional milk authentication – The case of Ningxia, China. Yingkun Zhu,Hong Guo,Hui Zheng,Wan Wen,Olaf Schmidt,Lu Ma,Dengpan Bu. 2025

[16]Determination of Protein, Fat, Starch, and Amino Acids in Foxtail Millet [Setaria italica (L.) Beauv.] by Fourier Transform Near-Infrared Reflectance Spectroscopy. Yang, Xiu-Shi,Dong, Chuan,Yang, Xiu-Shi,Wang, Li-Li,Zhou, Xian-Rong,Zhu, Zhi-Hua,Li, Nan,Li, Yan,Liu, Fang,Liu, San-Cai,Lu, Ping,Ren, Gui-Xing,Wang, Li-Li,Shuang, Shao-Min. 2013

[17]Different denitrification potential of aquic brown soil in Northeast China under inorganic and organic fertilization accompanied by distinct changes of nirS- and nirK-denitrifying bacterial community. Yin, Chang,Fan, Fenliang,Song, Alin,Li, Zhaojun,Liang, Yongchao,Yu, Wantai,Liang, Yongchao.

[18]Application of near-infrared reflectance spectroscopy to the evaluation of rutin and D-chiro-inositol contents in tartary buckwheat. Yang, Nan,Ren, Guixing.

[19]The effects of silicon fertilizer on denitrification potential and associated genes abundance in paddy soil. Song, Alin,Fan, Fenliang,Yin, Chang,Wen, Shilin,Zhang, Yalei,Fan, Xiaoping,Liang, Yongchao.

[20]Denitrification potential under different fertilization regimes is closely coupled with changes in the denitrifying community in a black soil. Yin, Chang,Fan, Fenliang,Song, Alin,Cui, Peiyuan,Liang, Yongchao,Li, Tingqiang,Liang, Yongchao.

作者其他论文 更多>>