Use of Fourier transform infrared spectroscopy and partial least squares regression for the detection of adulteration of strawberry purees

被引:0
|
作者
Holland, JK [1 ]
Kemsley, EK [1 ]
Wilson, RH [1 ]
机构
[1] Inst Food Res, Norwich Lab, Norwich NR4 7UA, Norfolk, England
关键词
infrared; spectroscopy; fruit; purees; adulteration; partial least squares regression;
D O I
10.1002/(SICI)1097-0010(199802)76:2<263::AID-JSFA943>3.0.CO;2-F
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Fourier transform infrared (FT-IR) spectroscopy and chemometrics have been combined to detect adulteration in strawberry purees. The mid-IR spectra of 983 fruit purees were used as the data for a partial least squares regression on to a binary dummy variable, that represents two sample types, strawberry or non-strawberry. Three hundred and seventy of the spectra were used as an independent test set, of which 94.3% were correctly assigned by the model. Strawberry purees mixed with certain adulterants were included in the database to demonstrate that the detection of these adulterants was possible using this technique. The potential long-term stability of the model, developed with 1993 and 1994 fruit, was illustrated by analysing the spectra of fruit harvested in 1995, of which 96.6% were correctly assigned. A 'blind test' of the model was carried out with a set of 23 fruit puree samples prepared by an industrial collaborator. Twenty two of these samples were classified in accordance with the description of the samples provided by the company. (C) 1998 SCI.
引用
收藏
页码:263 / 269
页数:7
相关论文
共 50 条
  • [1] Partial Least Squares-Discriminant Analysis Classification for Patchouli Oil Adulteration Detection by Fourier Transform Infrared Spectroscopy in Combination with Chemometrics
    Sufriadi, Elly
    Idroes, Rinaldi
    Meilina, Hesti
    Munawar, Agus Arip
    Lelifajri
    Indrayanto, Gunawan
    ACS OMEGA, 2023, 8 (13): : 12348 - 12361
  • [2] Rapid Detection of Pesticide Residues in Chinese Herbal Medicines by Fourier Transform Infrared Spectroscopy Coupled with Partial Least Squares Regression
    Yang, Tianming
    Zhou, Rong
    Jiang, Du
    Fu, Haiyan
    Su, Rui
    Liu, Yangxi
    Su, Hanbo
    JOURNAL OF SPECTROSCOPY, 2016, 2016
  • [3] Application and improvement of partial-least-squares in Fourier transform infrared spectroscopy
    Zhang, L
    Zhang, LM
    Li, Y
    Liu, BP
    Wang, XF
    Wang, JD
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2005, 25 (10) : 1610 - 1613
  • [4] Rapid Quantitative Analysis of Forest Biomass Using Fourier Transform Infrared Spectroscopy and Partial Least Squares Regression
    Acquah, Gifty E.
    Via, Brian K.
    Fasina, Oladiran O.
    Eckhardt, Lori G.
    JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY, 2016, 2016
  • [5] Detection of Counterfeit Durateston® Using Fourier Transform Infrared Spectroscopy and Partial Least Squares - Discriminant Analysis
    Neves, Diana B. J.
    Talhavini, Marcio
    Braga, Jez Willian B.
    Zacca, Jorge J.
    Caldas, Eloisa D.
    JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2017, 28 (07) : 1288 - 1296
  • [6] Rapid Detection of Ash and Inorganics in Bioenergy Feedstocks Using Fourier Transform Infrared Spectroscopy Coupled with Partial Least-Squares Regression
    Edmunds, Charles W.
    Hamilton, Choo
    Kim, Keonhee
    Andre, Nicolas
    Labbe, Nicole
    ENERGY & FUELS, 2017, 31 (06) : 6080 - 6088
  • [7] Quantification of cocaine in ternary mixtures using partial least squares regression applied to Raman and Fourier transform infrared spectroscopy
    Fernandes de Oliveira Penido, Ciro Augusto
    Tavares Pacheco, Marcos Tadeu
    Novotny, Etelvino Henrique
    Lednev, Igor K.
    Silveira, Landulfo, Jr.
    JOURNAL OF RAMAN SPECTROSCOPY, 2017, 48 (12) : 1732 - 1743
  • [8] Quantitative Fourier transform infrared spectroscopy of binary mixtures of fatty acid esters using partial least squares regression
    Haines, ES
    Walmsley, AD
    Haswell, SJ
    ANALYTICA CHIMICA ACTA, 1997, 337 (02) : 191 - 199
  • [9] Discrimination of baru oil adulteration with soy oil using portable near infrared spectroscopy, Fourier-transform infrared spectroscopy and Partial Least-Squares Discriminant
    Leite Silva Trindade, Tamara Mendes
    Magalhaes, Laiz de Oliveira
    Bandeira, Stephane
    Gomes Colares, Carla Jovania
    Goncalves Dias de Souza, Nelson Luis
    ACTA SCIENTIARUM-TECHNOLOGY, 2024, 46 (01)
  • [10] Evaluation of human breastmilk adulteration by combining Fourier transform infrared spectroscopy and partial least square modeling
    De Luca, Michele
    Ioele, Giuseppina
    Spatari, Claudia
    Caruso, Luisa
    Galasso, Maria P.
    Ragno, Gaetano
    FOOD SCIENCE & NUTRITION, 2019, 7 (06): : 2194 - 2201