dc.contributor.author
Sánchez Rodríguez, María Isabel
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Sánchez López, Elena M.
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Caridad, José Mª
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Marinas, Alberto
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Urbano, Francisco José
dc.identifier
https://ddd.uab.cat/record/200760
dc.identifier
urn:10.2436/20.8080.02.75
dc.identifier
urn:oai:ddd.uab.cat:200760
dc.identifier
urn:oai:raco.cat:article/347339
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urn:wos_id:000454146400005
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urn:scopus_id:85066079876
dc.description.abstract
Authentication of extra virgin olive oil requires fast and cost-effective analytical procedures, such as near infrared spectroscopy. Multivariate analysis and chemometrics have been successfully applied in several papers to gather qualitative and quantitative information of extra virgin olive oils from near infrared spectra. Moreover, there are many examples in the literature analysing the effect of agro-climatic conditions on food content, in general, and in olive oil components, in particular. But the majority of these studies considered a factor, a non-numerical variable, containing this meteorological information. The present work uses all the agro-climatic data with the aim of highlighting the linear relationships between them and the near infrared spectra. The study begins with a graphical motivation, continues with a bivariate analysis and, finally, applies redundancy analysis to extend and confirm the previous conclusions.
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application/pdf
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SORT : statistics and operations research transactions ; Vol. 42 Núm. 2 (July-December 2018), p. 209-236
dc.rights
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
dc.rights
https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject
Extra virgin olive oil
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Infrared spectroscopy
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Agro-climatic data
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Linear correlations
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Redundancy analysis
dc.title
Effect of agro-climatic conditions on near infrared spectra of extra virgin olive oils