Use of the electronic tongue as a tool for the characterization of Melipona scutellaris Latreille honey
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , , , , |
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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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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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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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