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菠菜表面农残的SERS无损检测方法研究

刘翠玲 邢瑞芯 孙晓荣 赵琦

食品工业科技2017,Vol.38Issue(17):245-249,5.
食品工业科技2017,Vol.38Issue(17):245-249,5.DOI:10.13386/j.issn1002-0306.2017.17.047

菠菜表面农残的SERS无损检测方法研究

Research on nondestructive detection of pesticide residue in spinach by SERS

刘翠玲 1邢瑞芯 1孙晓荣 1赵琦1

作者信息

  • 1. 北京工商大学计算机与信息工程学院,食品安全大数据技术北京市重点实验室,北京100048
  • 折叠

摘要

Abstract

A method for rapid and nondestructive detection of pesticide residues on spinach surface by using surface enhanced raman scattering(SERS) was built in this paper.SERS of spinach samples with and without deltamethrin were pretreated with some methods such as first derivation,Norris derivation and Savitsky-Golay convolution derivation.Discriminant analysis and distance match method were used to build qualitative model for determination of spinach samples with and without deltamethrin,and the highest accuracy rate of prediction was proved to be 100%.Then several quantitative models of those samples contained deltamethrin pesticide were built with partial least squares(PLS).The results showed that the best model was built with the differential spectrum.The correlation coefficient of calibration (Rc) and the correlation coefficient of validation (Rp) of the best model were 0.9908,0.9552 respectively.The root mean square error RMSEC and the root mean square error RMSECV were 0.0802,0.23 respectively.All results indicated that this method can be used for a rapid and nondestructive detection of deltamethrin on spinach,as well as other agricultural products.

关键词

SERS/无损检测/菠菜/溴氰菊酯

Key words

SERS/nondestructive detection/spinach/deltamethrin

分类

轻工纺织

引用本文复制引用

刘翠玲,邢瑞芯,孙晓荣,赵琦..菠菜表面农残的SERS无损检测方法研究[J].食品工业科技,2017,38(17):245-249,5.

基金项目

北京市自然科学基金项目(4142012). (4142012)

食品工业科技

OA北大核心CSCDCSTPCD

1002-0306

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