Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil

This recent study was carried out to develop a rapid, simple, and accurate analytical method for authenticity determination of avocado oil (AO). Fourier transform-mid infrared (FT-MIR) spectroscopy technique aided with Partial Least Square (PLS) were optimized for that purpose to binary mixtures of...

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Main Authors: Mohd. Yusof, Farahwahida, Rosman, Arieff Salleh, Rohman, Abdul, Shuhel Ahmad, Shahrel Ahmad, Lumakso, Fajar A., Sugeng, Riyanto
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Published: 2015
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Online Access:http://eprints.utm.my/id/eprint/60115/
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spelling my.utm.601152021-10-24T04:39:24Z http://eprints.utm.my/id/eprint/60115/ Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil Mohd. Yusof, Farahwahida Rosman, Arieff Salleh Rohman, Abdul Shuhel Ahmad, Shahrel Ahmad Lumakso, Fajar A. Sugeng, Riyanto Q Science (General) This recent study was carried out to develop a rapid, simple, and accurate analytical method for authenticity determination of avocado oil (AO). Fourier transform-mid infrared (FT-MIR) spectroscopy technique aided with Partial Least Square (PLS) were optimized for that purpose to binary mixtures of AO with grapeseed oil (GO) and sesame oil (SeO). The calibration models were constructed at following selected MIR region with normal spectra treatment at combination 1006-902; 1191-1091; and 1755-1654 cm -1 (GO in binary mixture with AO) and 4000-650 cm -1 for analysis of SeO in binary mixture with AO. The high value of coefficient of determination (R 2 ) of 0.9994 with low root mean square error of calibration (RMSEC) value of 0.86 %v/v was revealed in GO quantification. Meanwhile, R 2 of 0.9997 with RMSEC 0.73 %v/v were obtained for analysis of SeO in binary with AO. The given value of root mean square error of pprediction (RMSEP) during model validation were 0.52 %v/v (GO) and 0.53 %v/v (SeO), respectively. The high value of R 2 and low value of RMSEC and RMSEP during calibration and validation were associated with the accuracy and precision of the used method. 2015 Article PeerReviewed Mohd. Yusof, Farahwahida and Rosman, Arieff Salleh and Rohman, Abdul and Shuhel Ahmad, Shahrel Ahmad and Lumakso, Fajar A. and Sugeng, Riyanto (2015) Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil. Journal Of Food And Pharmaceutical Sciences, 3 (1). pp. 12-17. ISSN 2339-0948
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic Q Science (General)
spellingShingle Q Science (General)
Mohd. Yusof, Farahwahida
Rosman, Arieff Salleh
Rohman, Abdul
Shuhel Ahmad, Shahrel Ahmad
Lumakso, Fajar A.
Sugeng, Riyanto
Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
description This recent study was carried out to develop a rapid, simple, and accurate analytical method for authenticity determination of avocado oil (AO). Fourier transform-mid infrared (FT-MIR) spectroscopy technique aided with Partial Least Square (PLS) were optimized for that purpose to binary mixtures of AO with grapeseed oil (GO) and sesame oil (SeO). The calibration models were constructed at following selected MIR region with normal spectra treatment at combination 1006-902; 1191-1091; and 1755-1654 cm -1 (GO in binary mixture with AO) and 4000-650 cm -1 for analysis of SeO in binary mixture with AO. The high value of coefficient of determination (R 2 ) of 0.9994 with low root mean square error of calibration (RMSEC) value of 0.86 %v/v was revealed in GO quantification. Meanwhile, R 2 of 0.9997 with RMSEC 0.73 %v/v were obtained for analysis of SeO in binary with AO. The given value of root mean square error of pprediction (RMSEP) during model validation were 0.52 %v/v (GO) and 0.53 %v/v (SeO), respectively. The high value of R 2 and low value of RMSEC and RMSEP during calibration and validation were associated with the accuracy and precision of the used method.
format Article
author Mohd. Yusof, Farahwahida
Rosman, Arieff Salleh
Rohman, Abdul
Shuhel Ahmad, Shahrel Ahmad
Lumakso, Fajar A.
Sugeng, Riyanto
author_facet Mohd. Yusof, Farahwahida
Rosman, Arieff Salleh
Rohman, Abdul
Shuhel Ahmad, Shahrel Ahmad
Lumakso, Fajar A.
Sugeng, Riyanto
author_sort Mohd. Yusof, Farahwahida
title Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
title_short Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
title_full Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
title_fullStr Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
title_full_unstemmed Application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
title_sort application of chemometrics in combination with fourier transform mid infrared spectroscopy for authentication of avocado oil
publishDate 2015
url http://eprints.utm.my/id/eprint/60115/
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score 13.211869