反刍动物营养 Ruminant Nutrition

基于CPM-Dairy的几种我国常用奶牛饲料原料聚类分析

  • 刘婵娟 ,
  • 赵向辉 ,
  • 徐明 ,
  • 曹阳春 ,
  • 杨婷 ,
  • 姚军虎
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  • 1. 西北农林科技大学动物科技学院, 杨凌 712100;
    2. 江西农业大学动物科技学院, 南昌 330045;
    3. 内蒙古农业大学动物科学学院, 呼和浩特 010018

收稿日期: 2013-04-01

  网络出版日期: 2013-09-16

基金资助

科技部国际科技合作与交流专项(2010DFB34230);国家科技支撑计划(2012BAD12B02;2012BAD39B05);陕西省"13115"科技创新工程技术研究中心项目(2010ZDGC-02)

Clustering Analysis of Several Regular Raw Materials of Chinese Dairy Feed Based on CPM-Dairy

  • LIU Chanjuan ,
  • ZHAO Xianghui ,
  • XU Ming ,
  • CAO Yangchun ,
  • YANG Ting ,
  • YAO Junhu
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  • 1. College of Animal Science and Technology, Northwest A & F University, Yangling 712100, China;
    2. College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China;
    3. College of Animal Science, Inner Mongolia Agricultural University, Hohhot 010018, China

Received date: 2013-04-01

  Online published: 2013-09-16

摘要

本试验依据康奈尔大学净碳水化合物净蛋白质体系(CNCPS)和CPM-Dairy配方软件的技术思想,对几种我国常用奶牛饲料原料进行聚类分析。采用近红外分析和实验室分析对4大类[苜蓿干草、干酒糟及其可溶物(DDGS)、玉米粉和玉米青贮],共1 169个我国常用奶牛饲料样品的16类指标进行测定,用聚类分析的方法对样品科学分类。结果表明,用聚类分析的方法,根据不同饲料的特点,分别将苜蓿干草分为12类、DDGS分为10类、玉米粉分为5类、玉米青贮分为6类。综合得出,聚类分析的方法得出结果符合CPM-Dairy饲料数据库要求,且可信度高。

本文引用格式

刘婵娟 , 赵向辉 , 徐明 , 曹阳春 , 杨婷 , 姚军虎 . 基于CPM-Dairy的几种我国常用奶牛饲料原料聚类分析[J]. 动物营养学报, 2013 , 25(10) : 2325 -2336 . DOI: 10.3969/j.issn.1006-267x.2013.10.016

Abstract

Based on the technique theories of Cornell Net Carbohydrate and Protein System (CNCPS) and CPM-Dairy formula software, this study was conducted to do clustering analysis for several regular raw materials of Chinese dairy feed. By the methods of near infrared analysis and laboratory analysis, sixteen types of parameters for 4 classifications (dry alfalfa hay, distiller's dried grains with solubles produced from DDGS, corn meal and corn silage), totally 1 169 regular feed samples for Chinese dairy were determined, and the samples separated into different categories by clustering analysis. The results showed that dry alfalfa hay, DDGS, corn meal and corn silage were separated into 12, 10, 5 and 6 categories, respectively. In conclusion, the results determined by clustering analysis are corresponded to the requirement of raw material database of CPM-Dairy, and are quite reliable.

参考文献

[1] HOLUB G.The use of CPM dairy as a nutrition management tool with a mid-south twist[C]//Mid-South Ruminant Nutrition Conference.Arlington:[s.n.],2007:15-21.
[2] 张文彤.SPSS统计分析高级教程[M].北京:高等教育出版社,2004:118-144.
[3] 车丽美,肖洋,王甦易,等.Kmeans聚类分析在形音字表音度中的应用[J].计算机技术与发展,2011,21(2):223-225,233.
[4] FOX D G,TYLUTKI T P,TEDEDESCHI L O,et al.The net carbohydrate and protein system for evaluating herd nutrition and nutrient excretion[M].New York:Cornell University,2003.
[5] FOX D G,TEDESCHI L O,TYLUTKI T P,et al.The cornell net carbohydrate and protein system model for evaluating herd nutrition and nutrient excretion[J].Animal Feed Science and Technology,2004,112(1/2/3/4):29-78.
[6] TEDESCHI L O,CHALUPA W,JANCZEWSKI E,et al.Evaluation and application of the CPM dairy nutrition model[J].Journal of Agricultural Science,2008,146:171-182.
[7] LIN L I K.A concordance correlation coefficient to evaluate reproducibility[J].Biometrics,1989,45(1):255-268.  
[8] LIAO J J Z.An improved concordance correlation coefficient[J].Pharmaceutical Statistics,2003,2(4):253-261.  
[9] BIBBY J,TOUTENBURG H.Prediction and improved estimation in linear models[M].Chichester:John Wiley & Sons,1977:188.
[10] 张萍,闫继红,朱志华,等.近红外光谱技术在食品品质鉴别中的应用研究[J].现代科学仪器,2006(1):60-62.
[11] MEHROTRA M,WILD C.Analyzing knowledge-based systems with multiviewpoint clustering analysis[J].Journal of Systems and Software,1995,29(3):235-249.  
[12] 王婷婷,辛杭书,于濛,等.不同产地豆粕和DDGS营养成分、瘤胃降解率及小肠消化率的分析测定[J].饲料工业,2012,33(9):25-29.
[13] 刘景喜,韩静,潘振亮,等.几种不同来源苜蓿干草营养价值分析[J].黑龙江畜牧兽医,2012,9:84-85.
[14] 崔秀梅,杨在宾,杨维仁,等.作物秸秆剪切力与其饲料营养特性的关系[J].中国农业科学,2012,45(15):3137-3146.
[15] 李宏.应用近红外光谱法(NIRS)预测绵羊日粮的营养状况[D].硕士学位论文.北京:中国农业大学,2004:2-6.
[16] AOAC.Official methods of analysis[S].17th ed.Gaithersburg:AOAC International,2000.
[17] FORTINA R,MALFATTOV,MIMOSI A,et al.The establishment of a database of Italian feeds for the Cornell net carbohydrate and protein system[J].Italian Journal of Animal Science,2003,2(3):171-179.
[18] KRISHNAMOORTHY U,MUSCATO T V,SNIFFEN C J,et al.Nitrogen fractions in selected feedstuffs[J].Journal of Dairy Science,1982,65(2):217-255.  
[19] LICITA G,HERNANDEZ T M,VAN SOEST P J.Standardization of procedures for nitrogen fractionation of ruminant feeds[J].Animal Feed Science and Technology,1996,57(4):347-358.  
[20] QI K K,CHEN J L,ZHAO G P,et al.Effect of dietary ω6/ω3 on growth performance,carcass traits,meat quality and fatty acid profiles of Beijing-You chicken[J].Journal of Animal Physiology and Animal Nutrition,2010,94(4):474-485.
[21] TASI J.Macroelement,microelement and heavy metal content of grass species and dicotyledons[C]//Proceedings of the 20th general meeting of the European grassland federation.Luzern:[s.n.]2004:1002-1004.
[22] DUNHAM D P,DUNN A,DUNTON T L,et al.Storage area network methods and apparatus for display and management of a hierarchical file system extension policy:USA,6,854,035 B2[P].2005-02-08.
[23] XU R,WUNSCH D.Survey of clustering algorithms[J].IEEE Transactions on Neural Networks,2005,16(3):645-678.  
[24] FRED A L N,JAIN A K.Data clustering using evidence accumulation[C]//Proceedings of the 16th international conference on pattern recognition.LosAlamitos:IEEE Computer Society Press,2002.
[25] DUBES R C,JAIN A K.Algorithms for clustering data[M].Upper Saddle River:Prentice Hall,1988.
[26] MINSON D J.Forage in ruminant nutrition[M].San Diego:Academic Press,1990.
[27] SHEAFFER C C,MARTIN N P,LAMB J F S,et al.Leaf and stem properties of alfalfa entries[J].Agronomy Journal,2000,92(4):733-739.  
[28] KIM Y,MOSIER N S,HENDRICKSON R,et al.Composition of corn dry-grind ethanol by-products:DDGS,wet cake,and thin stillage[J].Bioresource Technology,2008,99(12):5165-5176.  
[29] SINGH V,JOHNSTON D B,NAIDU K,et al.Comparison of modified dry-grind corn processes for fermentation characteristics and DDGS composition[J].American Association of Cereal Chemists,2005,82(2):187-190.
[30] SINGH N,CHAWLA D,SINGH J.Influence of acetic anhydride on physicochemical,morphological and thermal properties of corn and potato starch[J].Food Chemistry,2004,86(4):601-608.  
[31] 靳玲品,李艳玲,屠焰,等.应用康奈尔净碳水化合物-蛋白质体系评定我国北方奶牛常用粗饲料的营养价值[J].动物营养学报,2013,25(3):512-526.
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