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Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using Near-Infrared Reflectance Spectroscopy

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Author
Garrido-Varo, Ana
Sánchez, María-Teresa
De la Haba, María-José
Torres, Irina
Pérez-Marín, D.C.
Publisher
MDPI
Date
2017
Subject
Near-infrared spectroscopy
Olive oil
Physico-chemical quality
MPLS regression
Analysis mode
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Abstract
Near-Infrared (NIR) Spectroscopy was used for the non-destructive assessment of physico-chemical quality parameters in olive oil. At the same time, the influence of the sample presentation mode (spinning versus static cup) was evaluated using two spectrophotometers with similar optical characteristics. A total of 478 olive oil samples were used to develop calibration models, testing various spectral signal pre-treatments. The models obtained by applying MPLS regression to spectroscopic data yielded promising results for olive oil quality measurements, particularly for acidity, the peroxide index and alkyl and ethyl ester content. The results obtained indicate that this non-invasive technology can be used successfully by the olive oil sector to categorize olive oils, to detect potential fraud and to provide consumers with more reliable information. Although both sample presentation modes yielded comparable results, equations constructed with samples scanned using the spinning mode provided greater predictive capacity.
URI
http://hdl.handle.net/10396/15481
Fuente
Sensors 17(11), 2642 (2017)
Versión del Editor
http://dx.doi.org/10.3390/s17112642
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