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Compact low-field NMR spectroscopy and chemometrics applied to the analysis of edible oils
- Source :
- Food chemistry. 365
- Publication Year :
- 2021
-
Abstract
- Compact nuclear magnetic resonance (NMR) spectroscopy combined with chemometric tools opens new perspectives for NMR use. This work compares the potential of 43, 60 and 400 MHz NMR spectroscopy for quality control of edible oils. Partial least squares regression (PLSR) and support vector regression (SVR) models built on the three NMR devices had equivalent performances for fatty acids and iodine value, and the models built with the low field spectra were equivalent to the high field. Moreover, performances for calibration indicated that most of the models built with medium/or high-resolution fields presented reproducibility values lower than the minimum accepted by the American Oil Chemists' Society (AOCS). Compared to classical methods, this new approach allows the application of medium resolution devices as a sample screening tool in analytical laboratories since it allows the spectrum obtention in a few seconds, without the need for sample preparation or the use of deuterated solvents.
- Subjects :
- Materials science
Magnetic Resonance Spectroscopy
Field (physics)
010401 analytical chemistry
Fatty Acids
Analytical chemistry
Reproducibility of Results
04 agricultural and veterinary sciences
General Medicine
Nuclear magnetic resonance spectroscopy
040401 food science
01 natural sciences
0104 chemical sciences
Analytical Chemistry
Chemometrics
Iodine value
0404 agricultural biotechnology
Partial least squares regression
Calibration
Plant Oils
Sample preparation
Least-Squares Analysis
Spectroscopy
Food Science
Subjects
Details
- ISSN :
- 18737072
- Volume :
- 365
- Database :
- OpenAIRE
- Journal :
- Food chemistry
- Accession number :
- edsair.doi.dedup.....ca85eb351ad05bd64f6b62d34a34f0f0