A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina

Detalhes bibliográficos
Autor(a) principal: Rios, Francisco
Data de Publicação: 2014
Outros Autores: Sanchez, Ana Carina, Lobo, Manuel, Lupo, Liliana, Coelho, Inês, Castanheira, Isabel, Samman, Norma
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.18/2655
Resumo: The demand of honey with defined quality has increased around the world; therefore, an adequate description of the traceability and authenticity of honeys is necessary. The pollen and physicochemical characteristics of 58 honey samples collected from five different environmental units (EUs) of the Jujuy province (Argentine) were determined,in order to differentiate them by geographical origin through the application of chemometric methods. A qualitative pollen analysis was performed by microscopy. The physicochemical characteristics were determined by Association of Official Analytical Chemists methods. Correspondence analysis (CA), principal component analysis (PCA) and linear discriminant analysis (LDA) were performed. Forty-five per cent of honeys were monofloral; nearly half of them correspond to native species—among which, Salix humboldtiana, Baccharis sp. and Ziziphus mistol stood out. Physicochemical and microbiological analysis showed acceptable quality for honeys. CA characterized significantly honeys from four different EUs using all pollen data. While forward stepwise coupled to LDA identified 14 significant variables to build a discriminatory model with three significant discriminant functions, a cumulative variance of 94% was reached. Thus, 86%of the samples were correctly classified. PCA and LDA applied to physicochemical data allowed to distinguish three different groups with a significant function (p<0.01) that explained 90% of the total variability. Honey corresponding to EU III Subandean Hills of Santa Bárbara was the most accurately classified by pollen and physicochemical data. The application of chemometric methods to pollen data and physicochemical parameters may be a useful tool to determine honey geographical origin.
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spelling A chemometric approach: characterization of quality and authenticity of artisanal honeys from ArgentinaHoneyMelissopalynologyPhysicochemical PropertiesChemometric MethodsComposição dos AlimentosThe demand of honey with defined quality has increased around the world; therefore, an adequate description of the traceability and authenticity of honeys is necessary. The pollen and physicochemical characteristics of 58 honey samples collected from five different environmental units (EUs) of the Jujuy province (Argentine) were determined,in order to differentiate them by geographical origin through the application of chemometric methods. A qualitative pollen analysis was performed by microscopy. The physicochemical characteristics were determined by Association of Official Analytical Chemists methods. Correspondence analysis (CA), principal component analysis (PCA) and linear discriminant analysis (LDA) were performed. Forty-five per cent of honeys were monofloral; nearly half of them correspond to native species—among which, Salix humboldtiana, Baccharis sp. and Ziziphus mistol stood out. Physicochemical and microbiological analysis showed acceptable quality for honeys. CA characterized significantly honeys from four different EUs using all pollen data. While forward stepwise coupled to LDA identified 14 significant variables to build a discriminatory model with three significant discriminant functions, a cumulative variance of 94% was reached. Thus, 86%of the samples were correctly classified. PCA and LDA applied to physicochemical data allowed to distinguish three different groups with a significant function (p<0.01) that explained 90% of the total variability. Honey corresponding to EU III Subandean Hills of Santa Bárbara was the most accurately classified by pollen and physicochemical data. The application of chemometric methods to pollen data and physicochemical parameters may be a useful tool to determine honey geographical origin.John Wiley & Sons, LtdRepositório Científico do Instituto Nacional de SaúdeRios, FranciscoSanchez, Ana CarinaLobo, ManuelLupo, LilianaCoelho, InêsCastanheira, IsabelSamman, Norma2015-01-19T12:56:36Z2014-122014-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/2655engJ. Chemometrics. 2014;28(12): 834-430886-938310.1002/cem.2654info:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-20T15:39:25Zoai:repositorio.insa.pt:10400.18/2655Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:37:41.406207Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
title A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
spellingShingle A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
Rios, Francisco
Honey
Melissopalynology
Physicochemical Properties
Chemometric Methods
Composição dos Alimentos
title_short A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
title_full A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
title_fullStr A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
title_full_unstemmed A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
title_sort A chemometric approach: characterization of quality and authenticity of artisanal honeys from Argentina
author Rios, Francisco
author_facet Rios, Francisco
Sanchez, Ana Carina
Lobo, Manuel
Lupo, Liliana
Coelho, Inês
Castanheira, Isabel
Samman, Norma
author_role author
author2 Sanchez, Ana Carina
Lobo, Manuel
Lupo, Liliana
Coelho, Inês
Castanheira, Isabel
Samman, Norma
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Rios, Francisco
Sanchez, Ana Carina
Lobo, Manuel
Lupo, Liliana
Coelho, Inês
Castanheira, Isabel
Samman, Norma
dc.subject.por.fl_str_mv Honey
Melissopalynology
Physicochemical Properties
Chemometric Methods
Composição dos Alimentos
topic Honey
Melissopalynology
Physicochemical Properties
Chemometric Methods
Composição dos Alimentos
description The demand of honey with defined quality has increased around the world; therefore, an adequate description of the traceability and authenticity of honeys is necessary. The pollen and physicochemical characteristics of 58 honey samples collected from five different environmental units (EUs) of the Jujuy province (Argentine) were determined,in order to differentiate them by geographical origin through the application of chemometric methods. A qualitative pollen analysis was performed by microscopy. The physicochemical characteristics were determined by Association of Official Analytical Chemists methods. Correspondence analysis (CA), principal component analysis (PCA) and linear discriminant analysis (LDA) were performed. Forty-five per cent of honeys were monofloral; nearly half of them correspond to native species—among which, Salix humboldtiana, Baccharis sp. and Ziziphus mistol stood out. Physicochemical and microbiological analysis showed acceptable quality for honeys. CA characterized significantly honeys from four different EUs using all pollen data. While forward stepwise coupled to LDA identified 14 significant variables to build a discriminatory model with three significant discriminant functions, a cumulative variance of 94% was reached. Thus, 86%of the samples were correctly classified. PCA and LDA applied to physicochemical data allowed to distinguish three different groups with a significant function (p<0.01) that explained 90% of the total variability. Honey corresponding to EU III Subandean Hills of Santa Bárbara was the most accurately classified by pollen and physicochemical data. The application of chemometric methods to pollen data and physicochemical parameters may be a useful tool to determine honey geographical origin.
publishDate 2014
dc.date.none.fl_str_mv 2014-12
2014-12-01T00:00:00Z
2015-01-19T12:56:36Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.18/2655
url http://hdl.handle.net/10400.18/2655
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv J. Chemometrics. 2014;28(12): 834-43
0886-9383
10.1002/cem.2654
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv John Wiley & Sons, Ltd
publisher.none.fl_str_mv John Wiley & Sons, Ltd
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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