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《Spectroscopy and Spectral Analysis》 2012-05
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Study on the Detection and Pattern Classification of Pesticide Residual on Vegetable Surface by Using Visible/Near-Infrared Spectroscopy

CHEN Rui,ZHANG Jun*,LI Xiao-long Institute of Science and Technology for Optoelectronic Information,Yantai University,Yantai 264005,China  
A nondestructive testing based on visible/near-infrared reflectance spectroscopy was put forward for the common high pesticide residues of green plants in the wavelength range from 600 to 1 100 nm.Firstly,spectral features were extracted by wavelet transform from original spectral data.Secondly,the principal component analysis(PCA) was done in the further analysis of spectral characteristics.Thirdly,the two PCs were applied as inputs of artificial neural network,and a multi-neuron perceptron neural network was established.Finally,It was proved that the type of pesticide residues was effectively identified and showed by classification results.In short,the study provides a new approach to the detection of pesticide residues in vegetables and fruits.
【Fund】: 国家自然科学基金项目(69807003);; 山东省自然科学基金项目(ZR2011FM007)资助
【CateGory Index】: TS255.7;O657.33
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIN Ming,WANG Yong(Fujian Provincial Institule for Drug Control,Fuzhou 350001);Determination of ascorbic acid in the VC Yinqiao pius by near-infrared diffuse reflectance spectroscopy[J];Strait Pharmaceutical Journal;2011-12
2 WANG Hai-min,YIN Ling,LIANG Xiao-yan,LI Zhen-shan,GENG Tao(The Affiliated Hospital of Taishan Medical College,Taian 271000,China);Nondestructive Identification of Cephalosporin Injections based on near infrared spectroscopy and chemometric techniques[J];Strait Pharmaceutical Journal;2012-04
3 LI Guang,ZHAO Yan-li,ZHANG Rong-xiang,ZHAO Xiao-hui,LI Xiao-wei(College of Physics Science and Technology,Hebei University,Baoding 071002,China);Study on the IR Spectrum Testing Condition of Tea[J];Journal of Hebei University(Natural Science Edition);2009-04
4 SONG Xiao-chun, KANG Yi-hua, WU Xin-jun(1 School of Mechanical Sci.& Engin., Huzhong Univ.of Sci.& Technology,Wuhan 430074,China;2 School of Mechanical Engin., Hubei Univ. of Technology, Wuhan 430068, China);Some Methods of Signal Processing in Magnetic Non-destructive Testing for Boiler Tube Based on Wavelet Transform[J];Journal of Hubei Polytechnic University;2005-05
5 ZHAO Yu-qing,YANG Tian-ming,LUO Yuan,SUN Li-ying,FU You-zhen(College of Chemistry & Materials Science,South-Central University for Nationalities,Wuhan 430074,China);Study on Measurement of Saponin Content of Astragali Extracts by Near Infrared Transmittance Spectroscopy[J];Chemistry & Bioengineering;2009-02
6 ZHANG Yan1,2,PENG Qian-rong2,ZHOU Jing2,CAI Yuan-qing2,LAI Dong-hui2,ZHANG Yong-ping2(1.School of Chemistry and Chemical Engineering,Guizhou University,Guiyang 550003,China;2.Guizhou Tobacco Industrial Corporation,Guiyang 550003,China);Application of Qualitative Analysis Method of Near Infrared Spectroscopy in Tobacco Industry[J];Journal of Hebei Agricultural Sciences;2009-06
7 LIN Xin1,NIU Zhi-you1,DONG Su-xiao2(1.College of Engineering & Technology,Huazhong Agricultural University,Wuhan 430070,China; 2.College of Engineering,China Agricultural University,Beijing 100083,China);Establishment of Nondestructive Testing Model of the Moisture Content in Green Tea by Near Infrared Spectroscopy[J];Hubei Agricultural Sciences;2007-06
8 MA Lan,XIA Jun-fang,ZHANG Zhan-feng,WANG Zhi-shan,LIN Xin(Engineering and Technology Department of Huazhong Agricultural University,Wuhan 430070,China);Nondestructive Evaluation of Soluble Solids Content of Tomatoes with Near Infrared Diffuse Reflection Spectrum[J];Hubei Agricultural Sciences;2008-04
9 HU Run-wen1,GAO Hai-zhou2,XIA Jun-fang1(1.College of Engineering,Huazhong Agricultural University,Wuhan 430070,China; 2.School of Electrical and Electronic Information Engineering,Huangshi Institute of Technology,Huangshi 435003,Hubei,China);Nondestructive Determination of Sugar-acid Ratio of Navel Orange by Near Infrared Spectroscopy[J];Hubei Agricultural Sciences;2011-13
10 LIANG Dan1,2,LI Xiao-yu1,LI Pei-wu3,WANG Wei1(1.College of Engineering & Technology,Huazhong Agricultural University,Wuhan 430070,China;2.Telecommunications Institute,Wuhan Institute of Technology,Wuhan 430074,China;3.Oil Crops Research Institute,the Chinese Academy of Agricultural Science,Wuhan 430062,China);Discrimination of Edible Vegetable Oil by Near Infrared Spectroscopy[J];Hubei Agricultural Sciences;2011-16
China Proceedings of conference Full-text Database 10 Hits
1 Wang Ju,Fan Shaosheng College of Electrical and Information Eng,Changsha University of Science&Technology,Changsha 410076,P.R.China;Power Communication Denoising Based on Fast Algorithm of Translation Invariant Wavelet[A];[C];2007
2 Liu Jie1,Li Xiaoyu1,Wang Wei1,Li Peiwu2,Xiao Wu1,Zhang Jun1,Zhou Zhu1,(1.College of Engineering and Technology,Huazhong Agricultural University,Wuhan,430070,China;2.Oil Crops Research Institute of China Agricultural Science Research Institute,Wuhan,430062,China);Evaluation of the protein content in chestnuts using Near Infrared Spectroscopy[A];Chinese Society of Agricultural Engineering[C];2011
3 ZHANG Duo1,REN Fei2 (1. College of Science, Northeastern University, Shenyang 110004, China; 2. College of Resources and Civil Engineering, Northeastern University, Shenyang 110004, China);Investigation of the relationship between the physical structure and the properties of functional materials tourmaline[A];[C];2009
4 ZHENG Jing-wu,LU Guo-ying,QIAO Liang,JIANG Li-qiang,JIANG Mei-yan (Department of Chemical and Materials Engineering,Zhejiang University of Technology,Hangzhou 310032,China);Study and characterization of complex of copper and methylene diphosphonic acid[A];[C];2010
5 Liu Huiying (POL Research Institute of PLA General Logistics Department,Beijing 102300);Development and Application of Rapid Analytical Techniques for Petroleum Products[A];[C];2008
6 Xiaohong Wang~(1,2) 1.Key Laboratory of Numerical Control of Jiangxi Province,Jiujiang University,Jiujiang 332005,China 2.School of Electronic and Information Engineering;Dalian University of Technology,Dalian,116024,China;A Soft-sensing Method for Corn Composition Content Using NIRS and LS-SVR[A];[C];2009
7 Zhao Yong Liu Zhicun Wang Zhongyi Huang Lan College of Information and Electrical Engineering,China Agricultural University,Beijing 100083,China) Hou Ruifeng Xu Zhilong National Engineering Research Center for Information Technology in Agriculture,Beijing 100089,China;The Investigation on Fast Detection for Quality of Milk Powder by Using near Infrared Spectroscopy[A];[C];2006
8 Liu Guoliang~(1,2) Zhang Tao~1 Cao Yanbo~1 Zhou Jianguang~1 Dou Wenchao~1 Jin Qinhan~(*1) (1 Jilin Province Research Center of Engineering and Technology for Spectral Analytical Instruments, Changchun 130023, China) (2 School of Public Health, Jilin University, Changchun 130021, China);Development and Application of Portable Short Wave NIR Corn Component Analyzer[A];[C];2006
9 Tian Gaoyou~1 Liu Huiying Xiong Chunhua~1 Chu Xiaoli~2 ~1Beijing POL Institute, Beijing 102300, China ~2Research Institute of Petroleum Processing, Beijing 100083, China;Study on Effects of Portable Fuel Quality Analyzer[A];[C];2006
10 Lu Wanzhen Chu Xiaoli(Research Institute of Petroleum Processing,Beijing 100083,China);Near Infrared Spectroscopy and Process Analytical Technology[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 2 Hits
1 XU Lin1,WANG Nai-yan2 (1.Nanjing College of Chemical and Technology, Nanjing Jiangsu 210048, China; 2. Institution of Chemistry, Nanjing University of Science and Technology, Nanjing Jiangsu 210094, China);Comparative Study on ATR/FTIR Technology and Infrared Transmission Method for the Determination of Pesticides in Vegetables[J];Infrared Technology;2008-12
2 Chen Jingjing Li Yongyu Wang Wei Peng Yankun Wu Jianhu Shan Jiajia(College of Engineering,China Agricultural University,Beijing 100083,China);Determination of Organophosphorus Pesticide Residue by Using Near-infrared Spectroscopy[J];Transactions of the Chinese Society for Agricultural Machinery;2010-10
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