Correlation between instrumental and sensory ratings by evaluation of some texture reference scales

Autores
Garcia Loredo, Analia Belen; Guerrero, Sandra N.
Año de publicación
2011
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The objective of this study was to investigate instrumental-sensory relationships of some texture scales using argentine foods as references. Textural characteristics of these foods were instrumentally investigated by the texture profile analysis technique. Principal component analysis (PCA) was used to describe the main attributes of the food samples. High Pearson's correlation coefficients were found between hardness and fracturability (r=0.94; P<0.0001), hardness and gumminess (r=0.71; P<0.0001) and springiness and cohesiveness (r=0.85; P<0.0001). PCA identified two significant principal components, which accounted for 81.2% of the variance in the instrumental data. Additionally, a trained panel described the texture characteristics of the food samples according to the standard reference scales. The correlation curves showed nonlinear relationships (R2 between 85.6% and 99.9%) which were used to predict sensory attributes of other food samples. Some texture attributes like hardness and fracturability were accurately predicted by mechanical properties, while others like cohesiveness and adhesiveness were less representative.
Fil: Garcia Loredo, Analia Belen. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Guerrero, Sandra N.. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Materia
Principal Component Analysis
Sensory Evaluation
Texture Profile Analysis
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/68240

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network_name_str CONICET Digital (CONICET)
spelling Correlation between instrumental and sensory ratings by evaluation of some texture reference scalesGarcia Loredo, Analia BelenGuerrero, Sandra N.Principal Component AnalysisSensory EvaluationTexture Profile Analysishttps://purl.org/becyt/ford/2.11https://purl.org/becyt/ford/2The objective of this study was to investigate instrumental-sensory relationships of some texture scales using argentine foods as references. Textural characteristics of these foods were instrumentally investigated by the texture profile analysis technique. Principal component analysis (PCA) was used to describe the main attributes of the food samples. High Pearson's correlation coefficients were found between hardness and fracturability (r=0.94; P<0.0001), hardness and gumminess (r=0.71; P<0.0001) and springiness and cohesiveness (r=0.85; P<0.0001). PCA identified two significant principal components, which accounted for 81.2% of the variance in the instrumental data. Additionally, a trained panel described the texture characteristics of the food samples according to the standard reference scales. The correlation curves showed nonlinear relationships (R2 between 85.6% and 99.9%) which were used to predict sensory attributes of other food samples. Some texture attributes like hardness and fracturability were accurately predicted by mechanical properties, while others like cohesiveness and adhesiveness were less representative.Fil: Garcia Loredo, Analia Belen. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Guerrero, Sandra N.. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaWiley Blackwell Publishing, Inc2011-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/68240Garcia Loredo, Analia Belen; Guerrero, Sandra N.; Correlation between instrumental and sensory ratings by evaluation of some texture reference scales; Wiley Blackwell Publishing, Inc; International Journal of Food Science and Technology; 46; 9; 9-2011; 1977-19850950-5423CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1111/j.1365-2621.2011.02709.xinfo:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1365-2621.2011.02709.xinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:40:37Zoai:ri.conicet.gov.ar:11336/68240instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 09:40:37.769CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
title Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
spellingShingle Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
Garcia Loredo, Analia Belen
Principal Component Analysis
Sensory Evaluation
Texture Profile Analysis
title_short Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
title_full Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
title_fullStr Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
title_full_unstemmed Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
title_sort Correlation between instrumental and sensory ratings by evaluation of some texture reference scales
dc.creator.none.fl_str_mv Garcia Loredo, Analia Belen
Guerrero, Sandra N.
author Garcia Loredo, Analia Belen
author_facet Garcia Loredo, Analia Belen
Guerrero, Sandra N.
author_role author
author2 Guerrero, Sandra N.
author2_role author
dc.subject.none.fl_str_mv Principal Component Analysis
Sensory Evaluation
Texture Profile Analysis
topic Principal Component Analysis
Sensory Evaluation
Texture Profile Analysis
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.11
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv The objective of this study was to investigate instrumental-sensory relationships of some texture scales using argentine foods as references. Textural characteristics of these foods were instrumentally investigated by the texture profile analysis technique. Principal component analysis (PCA) was used to describe the main attributes of the food samples. High Pearson's correlation coefficients were found between hardness and fracturability (r=0.94; P<0.0001), hardness and gumminess (r=0.71; P<0.0001) and springiness and cohesiveness (r=0.85; P<0.0001). PCA identified two significant principal components, which accounted for 81.2% of the variance in the instrumental data. Additionally, a trained panel described the texture characteristics of the food samples according to the standard reference scales. The correlation curves showed nonlinear relationships (R2 between 85.6% and 99.9%) which were used to predict sensory attributes of other food samples. Some texture attributes like hardness and fracturability were accurately predicted by mechanical properties, while others like cohesiveness and adhesiveness were less representative.
Fil: Garcia Loredo, Analia Belen. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Guerrero, Sandra N.. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Industrias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
description The objective of this study was to investigate instrumental-sensory relationships of some texture scales using argentine foods as references. Textural characteristics of these foods were instrumentally investigated by the texture profile analysis technique. Principal component analysis (PCA) was used to describe the main attributes of the food samples. High Pearson's correlation coefficients were found between hardness and fracturability (r=0.94; P<0.0001), hardness and gumminess (r=0.71; P<0.0001) and springiness and cohesiveness (r=0.85; P<0.0001). PCA identified two significant principal components, which accounted for 81.2% of the variance in the instrumental data. Additionally, a trained panel described the texture characteristics of the food samples according to the standard reference scales. The correlation curves showed nonlinear relationships (R2 between 85.6% and 99.9%) which were used to predict sensory attributes of other food samples. Some texture attributes like hardness and fracturability were accurately predicted by mechanical properties, while others like cohesiveness and adhesiveness were less representative.
publishDate 2011
dc.date.none.fl_str_mv 2011-09
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/68240
Garcia Loredo, Analia Belen; Guerrero, Sandra N.; Correlation between instrumental and sensory ratings by evaluation of some texture reference scales; Wiley Blackwell Publishing, Inc; International Journal of Food Science and Technology; 46; 9; 9-2011; 1977-1985
0950-5423
CONICET Digital
CONICET
url http://hdl.handle.net/11336/68240
identifier_str_mv Garcia Loredo, Analia Belen; Guerrero, Sandra N.; Correlation between instrumental and sensory ratings by evaluation of some texture reference scales; Wiley Blackwell Publishing, Inc; International Journal of Food Science and Technology; 46; 9; 9-2011; 1977-1985
0950-5423
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1111/j.1365-2621.2011.02709.x
info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1365-2621.2011.02709.x
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Wiley Blackwell Publishing, Inc
publisher.none.fl_str_mv Wiley Blackwell Publishing, Inc
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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