Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey

Detalhes bibliográficos
Autor(a) principal: Nascimento, Andreia Santos do
Data de Publicação: 2018
Outros Autores: Silva, Fabiane de Lima, Machado, Cerilene Santiago, Silva, Samira Maria Peixoto Cavalcante, Estevinho, Leticia M., Dias, L.G., Carvalho, Carlos Alfredo Lopes de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/23436
Resumo: This study aimed to characterize honey of Melipona scutellaris regarding its physicochemical parameters using the electronic tongue (e-tongue) technique combined with the multivariate statistical analysis for honey differentiation. Physicochemical parameters were evaluated following official methods of chemical analyses. A potentiometric electronic tongue with 16 cross-sensitivity sensors was used for the analysis. The Principal Component Analysis and the Cluster Analysis distinguished two groups for the sample set in the evaluation of physicochemical parameters, similar to results found using the electronic tongue. We verified a correlation greater than 0.70 between the profile of potentiometric signals and values of pH, ashes, electrical conductivity, HMF, diastase activity, reducing sugars, and apparent sucrose. The combined use of the electronic tongue with the statistical analysis showed the similarity between samples through the formation of two groups of the sample set. The electronic tongue may be used as a complement to traditional techniques of analyses to determine honey physicochemical parameters, constituting a promising tool in association with the multivariate statistical analysis.
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spelling Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honeyCluster analysisE-tonguePCAPotentiometric signalSensorsStingless beesThis study aimed to characterize honey of Melipona scutellaris regarding its physicochemical parameters using the electronic tongue (e-tongue) technique combined with the multivariate statistical analysis for honey differentiation. Physicochemical parameters were evaluated following official methods of chemical analyses. A potentiometric electronic tongue with 16 cross-sensitivity sensors was used for the analysis. The Principal Component Analysis and the Cluster Analysis distinguished two groups for the sample set in the evaluation of physicochemical parameters, similar to results found using the electronic tongue. We verified a correlation greater than 0.70 between the profile of potentiometric signals and values of pH, ashes, electrical conductivity, HMF, diastase activity, reducing sugars, and apparent sucrose. The combined use of the electronic tongue with the statistical analysis showed the similarity between samples through the formation of two groups of the sample set. The electronic tongue may be used as a complement to traditional techniques of analyses to determine honey physicochemical parameters, constituting a promising tool in association with the multivariate statistical analysis.This study was financed in part by the “Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil” (CAPES) - Finance Code 001 and by the “Fundação de Amparo à Pesquisa do Estado da Bahia” (FAPESB) - under grant PAM0004/2014. We thank “Conselho Nacional de Desenvolvimento Científico e Tecnológico” (CNPq) for the scholarship granted to CALC (No. 305885/2017-0).Biblioteca Digital do IPBNascimento, Andreia Santos doSilva, Fabiane de LimaMachado, Cerilene SantiagoSilva, Samira Maria Peixoto CavalcanteEstevinho, Leticia M.Dias, L.G.Carvalho, Carlos Alfredo Lopes de2018-01-19T10:00:00Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/23436engNascimento, Andreia Santos do; Silva, Fabiane de Lima; Machado, Cerilene Santiago; Silva, Samira Maria Peixoto Cavalcante da; Estevinho, Leticia M.; Dias, L.G.; Carvalho, Carlos Alfredo Lopes de (2020). Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey. Journal of Apicultural Research. ISSN 0021-8839. p. 1-130021-883910.1080/00218839.2020.1842579info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:52:24Zoai:bibliotecadigital.ipb.pt:10198/23436Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:14:25.812160Repositório 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 Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
title Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
spellingShingle Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
Nascimento, Andreia Santos do
Cluster analysis
E-tongue
PCA
Potentiometric signal
Sensors
Stingless bees
title_short Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
title_full Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
title_fullStr Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
title_full_unstemmed Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
title_sort Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
author Nascimento, Andreia Santos do
author_facet Nascimento, Andreia Santos do
Silva, Fabiane de Lima
Machado, Cerilene Santiago
Silva, Samira Maria Peixoto Cavalcante
Estevinho, Leticia M.
Dias, L.G.
Carvalho, Carlos Alfredo Lopes de
author_role author
author2 Silva, Fabiane de Lima
Machado, Cerilene Santiago
Silva, Samira Maria Peixoto Cavalcante
Estevinho, Leticia M.
Dias, L.G.
Carvalho, Carlos Alfredo Lopes de
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Nascimento, Andreia Santos do
Silva, Fabiane de Lima
Machado, Cerilene Santiago
Silva, Samira Maria Peixoto Cavalcante
Estevinho, Leticia M.
Dias, L.G.
Carvalho, Carlos Alfredo Lopes de
dc.subject.por.fl_str_mv Cluster analysis
E-tongue
PCA
Potentiometric signal
Sensors
Stingless bees
topic Cluster analysis
E-tongue
PCA
Potentiometric signal
Sensors
Stingless bees
description This study aimed to characterize honey of Melipona scutellaris regarding its physicochemical parameters using the electronic tongue (e-tongue) technique combined with the multivariate statistical analysis for honey differentiation. Physicochemical parameters were evaluated following official methods of chemical analyses. A potentiometric electronic tongue with 16 cross-sensitivity sensors was used for the analysis. The Principal Component Analysis and the Cluster Analysis distinguished two groups for the sample set in the evaluation of physicochemical parameters, similar to results found using the electronic tongue. We verified a correlation greater than 0.70 between the profile of potentiometric signals and values of pH, ashes, electrical conductivity, HMF, diastase activity, reducing sugars, and apparent sucrose. The combined use of the electronic tongue with the statistical analysis showed the similarity between samples through the formation of two groups of the sample set. The electronic tongue may be used as a complement to traditional techniques of analyses to determine honey physicochemical parameters, constituting a promising tool in association with the multivariate statistical analysis.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-19T10:00:00Z
2020
2020-01-01T00:00:00Z
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/10198/23436
url http://hdl.handle.net/10198/23436
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Nascimento, Andreia Santos do; Silva, Fabiane de Lima; Machado, Cerilene Santiago; Silva, Samira Maria Peixoto Cavalcante da; Estevinho, Leticia M.; Dias, L.G.; Carvalho, Carlos Alfredo Lopes de (2020). Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey. Journal of Apicultural Research. ISSN 0021-8839. p. 1-13
0021-8839
10.1080/00218839.2020.1842579
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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
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