Determination of Olive Oil Adulteration With Vegetable Oils by Near Infrared Spectroscopy Coupled With Multivariate Calibration
| dc.contributor.author | Öztürk, Betül | |
| dc.contributor.author | Yalçın, Ayşegül | |
| dc.contributor.author | Özdemir, Durmuş | |
| dc.coverage.doi | 10.1255/jnirs.879 | |
| dc.date.accessioned | 2021-01-24T18:24:51Z | |
| dc.date.available | 2021-01-24T18:24:51Z | |
| dc.date.issued | 2010 | |
| dc.description.abstract | There has been growing public awareness about the health benefits of olive oil throughout the world in recent years, resulting in a significant increase in its consumption as part of the daily diet This demand has attracted fraudulent attempts to market olive oil which has been adulterated with cheaper oils. This study focuses on the near infrared (NIR) spectroscopic determination of adulteration of olive oil by vegetable oils using multivariate calibration. The binary, ternary and quaternary mixtures of olive, soybean, cotton, corn, canola and sunflower oils were prepared using a random design. The absorbance spectra of these synthetic samples were measured by a near infrared (NIR) spectrometer. A genetic algorithm-based variable selection algorithm, coupled with an inverse least squares multivariate calibration method (GILS) was used to build calibration models for possible adulterants and olive oil in the adulterated mixtures The correlation coefficients of actual versus predicted concentrations resulting from multivariate calibration models for the different oils were between 0 90 and 0.99 The results demonstrated that NIR spectroscopy in conjunction with the GILS method makes it possible to determine the adulteration of olive oils regardless of adulterant vegetable oils over a wide range of concentrations. | en_US |
| dc.description.sponsorship | The financial support in this work was supplied by Scientific and Technical Council of Turkey (TUBITAK) through the project No 107T037 | en_US |
| dc.identifier.doi | 10.1255/jnirs.879 | |
| dc.identifier.issn | 0967-0335 | |
| dc.identifier.issn | 1751-6552 | |
| dc.identifier.scopus | 2-s2.0-77955543363 | |
| dc.identifier.uri | https://doi.org/10.1255/jnirs.879 | |
| dc.identifier.uri | https://hdl.handle.net/11147/9708 | |
| dc.language.iso | en | en_US |
| dc.publisher | SAGE Publications | en_US |
| dc.relation | Yakın Enfraruj Spektrometresi ile Zeytinyağı Tağşişinin Kolay ve Hızlı Tespiti İçin Genetik Algoritmalara Dayalı Kemometrik Metodlar Geliştirilmesi | |
| dc.relation.ispartof | Journal of Near Infrared Spectroscopy | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Olive oil adulteration | en_US |
| dc.subject | Near infrared spectroscopy | en_US |
| dc.subject | Multivariate calibration | en_US |
| dc.subject | Genetic algorithms | en_US |
| dc.subject | Vegetable oils | en_US |
| dc.title | Determination of Olive Oil Adulteration With Vegetable Oils by Near Infrared Spectroscopy Coupled With Multivariate Calibration | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Öztürk, Betül | |
| gdc.author.institutional | Yalçın, Ayşegül | |
| gdc.author.institutional | Özdemir, Durmuş | |
| gdc.bip.impulseclass | C4 | |
| gdc.bip.influenceclass | C4 | |
| gdc.bip.popularityclass | C4 | |
| gdc.coar.access | open access | |
| gdc.coar.type | text::journal::journal article | |
| gdc.collaboration.industrial | false | |
| gdc.description.department | İzmir Institute of Technology. Chemistry | en_US |
| gdc.description.endpage | 201 | en_US |
| gdc.description.issue | 3 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q3 | |
| gdc.description.startpage | 191 | en_US |
| gdc.description.volume | 18 | en_US |
| gdc.description.wosquality | Q2 | |
| gdc.identifier.openalex | W2001603561 | |
| gdc.identifier.wos | WOS:000280436200003 | |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
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| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0404 agricultural biotechnology | |
| gdc.oaire.sciencefields | 04 agricultural and veterinary sciences | |
| gdc.oaire.sciencefields | 0405 other agricultural sciences | |
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| local.message.claim | 2022-06-15T15:16:59.658+0300 | * |
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| local.message.claim | |dc_contributor_author | * |
| local.message.claim | |None | * |
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