Revistes Publicacions URV: SORT - Statistics and Operations Research Transactions> 2018

Effect of agro-climatic conditions on near infrared spectra of extra virgin olive oils

  • Datos identificativos

    Identificador: RP:3072
    Autores:
    Urbano, Francisco JoséMarinas, AlbertoCaridad, José MªSánchez-López, Elena M.Sánchez-Rodríguez, María Isabel
    Resumen:
    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.
  • Otros:

    Autor/es de la URV: Urbano, Francisco José Marinas, Alberto Caridad, José Mª Sánchez-López, Elena M. Sánchez-Rodríguez, María Isabel
    Palabras clave: Extra virgin olive oil, infrared spectroscopy, agro-climatic data, linear correlations, redundancy analysis
    Resumen: 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.
    Año de publicación de la revista: 2018
    Tipo de publicación: info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article
  • Palabras clave:

    Extra virgin olive oil, infrared spectroscopy, agro-climatic data, linear correlations, redundancy analysis
  • Documentos:

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