The Use of FTIR Spectroscopy and Chemometrics for Rapid Authentication of Extra Virgin Olive Oil

被引:72
|
作者
Rohman, Abdul [1 ,2 ,3 ]
Man, Y. B. Che [4 ,5 ]
Yusof, Farahwahida Mohd. [3 ]
机构
[1] Gadjah Mada Univ, Fac Pharm, Dept Pharmaceut Chem, Yogyakarta 55281, Indonesia
[2] Gadjah Mada Univ, Res Ctr Halal Prod, Yogyakarta 55281, Indonesia
[3] Univ Teknol Malaysia, Ctr Res Fiqh Sci & Technol CFiRST, Skudai, Malaysia
[4] Univ Putra Malaysia, Halal Prod Res Inst, Upm Serdang 43400, Selangor, Malaysia
[5] Univ Putra Malaysia, Dept Food Technol, Fac Food Sci & Technol, Upm Serdang 43400, Selangor, Malaysia
关键词
FTIR spectroscopy; Extra virgin olive oil; Canola oil; Multivariate calibration; Discriminant analysis; TRANSFORM-INFRARED-SPECTROSCOPY; EDIBLE OILS; SEED OIL; PALM OIL; ADULTERATION; QUALITY; SUNFLOWER;
D O I
10.1007/s11746-013-2370-5
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The authenticity of high value edible fats and oils including extra virgin olive oil (EVOO) is an emerging issue, currently. The potential employment of Fourier transform infrared (FTIR) spectroscopy in combination with chemometrics of multivariate calibration and discriminant analysis has been exploited for rapid authentication of EVOO from canola oil (Ca-O). The optimization of two calibration models of partial least square (PLS) and principle component regression was performed in order to quantify the level of Ca-O in EVOO. The chemometrics of discriminant analysis (DA) was used for making the classification between pure EVOO and EVOO adulterated with Ca-O. The individual oils and their blends were scanned on good contact with ZnSe crystals in horizontal attenuated total reflectance, as a sampling technique. The wavenumbers of 3,028-2,985 and 1,200-987 cm(-1) were used for quantification and classification of EVOO adulterated with Ca-O. The results showed that PLS with normal FTIR spectra was well suited for quantitative analysis of Ca-O with a value of the coefficient of determination (R-2) > 0.99. The error, expressed as root mean square error of calibration obtained was relatively low, i.e. 0.108 % (v/v). DA can make the classification between pure EVOO and that adulterated with Ca-O with one misclassified reported.
引用
收藏
页码:207 / 213
页数:7
相关论文
共 50 条
  • [1] FTIR spectroscopy coupled with chemometrics of multivariate calibration and discriminant analysis for authentication of extra virgin olive oil
    Rohman, Abdul
    Man, Yaakob bin Che
    Ismail, Amin
    Hashim, Puziah
    INTERNATIONAL JOURNAL OF FOOD PROPERTIES, 2017, 20 : S1173 - S1181
  • [2] AUTHENTICATION OF EXTRA VIRGIN OLIVE OIL FROM SESAME OIL USING FTIR SPECTROSCOPY AND GAS CHROMATOGRAPHY
    Rohman, A.
    Man, Y. B. Che
    INTERNATIONAL JOURNAL OF FOOD PROPERTIES, 2012, 15 (06) : 1309 - 1318
  • [3] Nuclear magnetic resonance spectroscopy in extra virgin olive oil authentication
    Maestrello, Valentina
    Solovyev, Pavel
    Bontempo, Luana
    Mannina, Luisa
    Camin, Federica
    COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2022, 21 (05) : 4056 - 4075
  • [4] A comparative study of fluorescence hyperspectral imaging and FTIR spectroscopy combined with chemometrics for the detection of extra virgin olive oil adulteration
    Jiao, Zibin
    Song, Lifan
    Zhang, Yingling
    Dai, Jianwu
    Liu, Yaowen
    Zhang, Qing
    Qin, Wen
    Yan, Jing
    JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION, 2025, 19 (03) : 1761 - 1776
  • [5] The chemometrics approach applied to FTIR spectral data for the analysis of rice bran oil in extra virgin olive oil
    Rohman, Abdul
    Man, Yaakob B. Che
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2012, 110 (01) : 129 - 134
  • [6] Rapid Detection of Extra Virgin Olive Oil Based on Supercontinuum Spectroscopy
    Wang Hong-peng
    Wan Xiong
    Yuan Ru-jun
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 40 (04) : 1251 - 1256
  • [7] Cultivar and geographical origin authentication of Italian extra virgin olive oil using front-face fluorescence spectroscopy and chemometrics
    Al Riza, Dimas Firmanda
    Kondo, Naoshi
    Rotich, Vincent Kipkirui
    Perone, Claudio
    Giametta, Ferruccio
    FOOD CONTROL, 2021, 121
  • [8] Novel, Rapid Identification, and Quantification of Adulterants in Extra Virgin Olive Oil Using Near-Infrared Spectroscopy and Chemometrics
    Azizian, Hormoz
    Mossoba, Magdi M.
    Fardin-Kia, Ali Reza
    Delmonte, Pierluigi
    Karunathilaka, Sanjeewa R.
    Kramer, John K. G.
    LIPIDS, 2015, 50 (07) : 705 - 718
  • [9] The chemometrics approach applied to FTIR spectral data for the oxidation study of Algerian extra virgin olive oil
    Selaimia, R.
    Oumeddour, R.
    Nigri, S.
    INTERNATIONAL FOOD RESEARCH JOURNAL, 2017, 24 (03): : 1301 - 1307
  • [10] Authentication of the geographical origin of extra-virgin olive oil of the Arbequina cultivar by chromatographic fingerprinting and chemometrics
    Vera, Dainis N.
    Jimenez-Carvelo, Ana M.
    Cuadros-Rodriguez, Luis
    Ruisanchez, Itziar
    Pilar Callao, M.
    TALANTA, 2019, 203 : 194 - 202