近红外光谱测定不同鲜肉肉糜中蛋白质含量
CSTR:
作者:
作者单位:

(1. 中北大学化工与环境学院,山西 太原 030051;2. 山西省出入境检验检疫局,山西 太原 030051)

作者简介:

赵文英(1977—),女,中北大学副教授,博士。E-mail:zzr1zwy2@163.com

通讯作者:

中图分类号:

基金项目:

山西省科技攻关项目(编号:20150313015)


Prediction on protein concentration of fresh minced meat using near-infrared spectroscopy
Author:
Affiliation:

(1. North University of China Chemical Engineering and Enviroment College, Taiyuan, Shanxi 030051, China; 2. Shaanxi Entry-Exit Inspection and Quarantine Bureau, Taiyuan, Shanxi 030051, China)

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    采集4 000~10 000 cm-1波数范围内210 份鲜肉(牛、羊、猪肉各70份)为校正集样品光谱数据,在不同的光谱预处理基础上,用偏最小二乘法 (partial least squares,PLS) 建立了单独的不同种类肉品,及其混合鲜肉肉糜红外光谱与蛋白质测量值之间的定量分析模型。90份鲜肉(牛、羊、猪肉各30份)为预测集样品,采集光谱数据后用于模型的验证。结果表明:鲜肉建模集及预测集相关系数分别为0.954,0.929;RMSEC及RMSEP分别为0.495,0.669。该模型能够很好地实现鲜肉蛋白质含量的快速测定,提高了模型预测的广适性。

    Abstract:

    Meat samples for calibration (n=210, pork, beef and mutton n=70, respectively) were scanned, over a NIR spectral range of 4 000~10 000 cm-1, and the chemical analysis were performed. Meat samples (n=90, pork, beef and mutton n=30 respectively) were scanned and analyzed for prediction of protein content. It was developed a PLS regression model assaying based on different spectral pretreatment methods. The best calibrations models of fresh meat samples showed relatively good predictability for protein, the coefficient of determination of calibrations samples was 0.954, the coefficient of determination of prediction samples was 0.929, the RMSEC and RMSEP were 0.495 and 0.669, respectively. Therefore, the fresh meat quantitative models can apply for protein prediction for different meat samples, which enhanced its application range.

    参考文献
    相似文献
    引证文献
引用本文

赵文英,花锦,张梨花,等.近红外光谱测定不同鲜肉肉糜中蛋白质含量[J].食品与机械,2017,33(1):48-50,118.
ZHAOWenying, HUAJin, ZHANGLihua, et al. Prediction on protein concentration of fresh minced meat using near-infrared spectroscopy[J]. Food & Machinery,2017,33(1):48-50,118.

复制
相关视频

分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2016-09-05
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2023-03-09
  • 出版日期:
文章二维码
×
《食品与机械》
友情提示
友情提示 一、 近日有不少作者反应我刊官网无法打开,是因为我刊网站正在升级,旧网站仍在百度搜索排名前列。请认准《食品与机械》唯一官方网址:http://www.ifoodmm.com/spyjx/home 唯一官方邮箱:foodmm@ifoodmm.com; 联系电话:0731-85258200,希望广大读者和作者仔细甄别。