Assessment of table olive fermentation by functional data analysis.

作者: M.A. Ruiz-Bellido , V. Romero-Gil , P. García-García , F. Rodríguez-Gómez , F.N. Arroyo-López

DOI: 10.1016/J.IJFOODMICRO.2016.08.031

关键词:

摘要: For the first time, functional data analysis (FDA) was used to assess effects of different treatments on Protection Denomination Origin Alorena de Malaga table olive fermentations, focusing evolution yeast population. The fermentation by a conventional approach led scarce information. However, transformation microbial (and also physicochemical) into smooth curves allowed application new battery statistical tools for fermentations (functional pointwise estimation averages and standard deviations, maximum, minimum, second derivatives, regression, F t-tests). FDA showed that all assayed similar trends in population while changes pH titratable acidity profiles several significant differences. Therefore, represents promising valuable tool studying food microbiology general.

参考文章(25)
J. O. Ramsay, C. J. Dalzell, Some Tools for Functional Data Analysis Journal of the royal statistical society series b-methodological. ,vol. 53, pp. 539- 561 ,(1991) , 10.1111/J.2517-6161.1991.TB01844.X
Bernard W. Silverman, James O. Ramsay, Applied Functional Data Analysis: Methods and Case Studies ,(2002)
Frédéric Ferraty, Philippe Vieu, Nonparametric functional data analysis : theory and practice Springer. ,(2006)
Giles Hooker, J. O. Ramsay, Spencer Graves, Functional Data Analysis with R and MATLAB ,(2009)
J. Bautista-Gallego, K. Rantsiou, A. Garrido-Fernández, L. Cocolin, F. N. Arroyo-López, Salt reduction in vegetable fermentation: reality or desire? Journal of Food Science. ,vol. 78, ,(2013) , 10.1111/1750-3841.12170
J. Bautista-Gallego, F.N. Arroyo-López, M.C. Durán-Quintana, A. Garrido-Fernández, Fermentation profiles of Manzanilla-Aloreña cracked green table olives in different chloride salt mixtures Food Microbiology. ,vol. 27, pp. 403- 412 ,(2010) , 10.1016/J.FM.2009.11.015
Frédéric Ferraty, Philippe Vieu, Sylvie Viguier-Pla, Factor-based comparison of groups of curves Computational Statistics & Data Analysis. ,vol. 51, pp. 4903- 4910 ,(2007) , 10.1016/J.CSDA.2006.10.001
J. Bautista-Gallego, F.N. Arroyo-López, A. López-López, A. Garrido-Fernández, Effect of chloride salt mixtures on selected attributes and mineral content of fermented cracked Aloreña olives Lwt - Food Science and Technology. ,vol. 44, pp. 120- 129 ,(2011) , 10.1016/J.LWT.2010.06.027