Application of FTIR-ATR spectroscopy on the bee pollen characterization

Detalhes bibliográficos
Autor(a) principal: Anjos, Ofélia
Data de Publicação: 2017
Outros Autores: Santos, António J.A., Dias, Teresa, Estevinho, Leticia M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/15295
Resumo: Bee pollen contains almost all nutrients required by the human organism as well as diverse health-promoting substances. However, its composition and nutritional value greatly depend on the botanical origin. As such, it is important to develop a rapid and non-expensive methodology that allows studying its characteristics, making labelling more objective and easier. The FTIR-ATR technique was used to predict some nutritional parameters in 126 bee pollen samples. FTIR-ATR spectrum obtained in the region between 4000 and 400 cm -1 with PLS Regression models were used to correlate spectral information with the data obtained using reference methods. In this first approach with pollen samples, good correlation models with appropriate accuracy were obtained for the evaluated parameters with r 2 varying from 74.8 to 97% and residual prediction deviation between 2.0 and 5.8. These results suggest that FTIR-ATR may be a useful technique for assessing bee pollen’s composition.
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spelling Application of FTIR-ATR spectroscopy on the bee pollen characterizationAttenuated total reflectanceBee pollenChemical compositionFourier Transform Infrared SpectroscopyBee pollen contains almost all nutrients required by the human organism as well as diverse health-promoting substances. However, its composition and nutritional value greatly depend on the botanical origin. As such, it is important to develop a rapid and non-expensive methodology that allows studying its characteristics, making labelling more objective and easier. The FTIR-ATR technique was used to predict some nutritional parameters in 126 bee pollen samples. FTIR-ATR spectrum obtained in the region between 4000 and 400 cm -1 with PLS Regression models were used to correlate spectral information with the data obtained using reference methods. In this first approach with pollen samples, good correlation models with appropriate accuracy were obtained for the evaluated parameters with r 2 varying from 74.8 to 97% and residual prediction deviation between 2.0 and 5.8. These results suggest that FTIR-ATR may be a useful technique for assessing bee pollen’s composition.Centro de Estudos Florestais is a research unit funded by FCT (PEst-OE/AGR/UI0239-2014). Centre of Molecular and Environmental Biology is a research unit funded by FCT, UID/ BIA/04050/2013 (POCI-01-0145-FEDER-007569) and by the ERDF through the COMPETE2020 – Programa Operacional Competitividade e Internacionalizac¸a˜o (POCI).Biblioteca Digital do IPBAnjos, OféliaSantos, António J.A.Dias, TeresaEstevinho, Leticia M.2018-01-25T10:00:00Z20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/15295engAnjos, Ofélia; Santos, António J.A.; Dias, Teresa; Estevinho, Letícia M. (2017). Application of FTIR-ATR spectroscopy on the bee pollen characterization. Journal of Apicultural Research. ISSN 00218-839. 56:3, p. 210-2180021-883910.1080/00218839.2017.1289657info: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:RCAAP2023-11-21T10:35:46Zoai:bibliotecadigital.ipb.pt:10198/15295Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:04:55.316371Repositório 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 Application of FTIR-ATR spectroscopy on the bee pollen characterization
title Application of FTIR-ATR spectroscopy on the bee pollen characterization
spellingShingle Application of FTIR-ATR spectroscopy on the bee pollen characterization
Anjos, Ofélia
Attenuated total reflectance
Bee pollen
Chemical composition
Fourier Transform Infrared Spectroscopy
title_short Application of FTIR-ATR spectroscopy on the bee pollen characterization
title_full Application of FTIR-ATR spectroscopy on the bee pollen characterization
title_fullStr Application of FTIR-ATR spectroscopy on the bee pollen characterization
title_full_unstemmed Application of FTIR-ATR spectroscopy on the bee pollen characterization
title_sort Application of FTIR-ATR spectroscopy on the bee pollen characterization
author Anjos, Ofélia
author_facet Anjos, Ofélia
Santos, António J.A.
Dias, Teresa
Estevinho, Leticia M.
author_role author
author2 Santos, António J.A.
Dias, Teresa
Estevinho, Leticia M.
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Anjos, Ofélia
Santos, António J.A.
Dias, Teresa
Estevinho, Leticia M.
dc.subject.por.fl_str_mv Attenuated total reflectance
Bee pollen
Chemical composition
Fourier Transform Infrared Spectroscopy
topic Attenuated total reflectance
Bee pollen
Chemical composition
Fourier Transform Infrared Spectroscopy
description Bee pollen contains almost all nutrients required by the human organism as well as diverse health-promoting substances. However, its composition and nutritional value greatly depend on the botanical origin. As such, it is important to develop a rapid and non-expensive methodology that allows studying its characteristics, making labelling more objective and easier. The FTIR-ATR technique was used to predict some nutritional parameters in 126 bee pollen samples. FTIR-ATR spectrum obtained in the region between 4000 and 400 cm -1 with PLS Regression models were used to correlate spectral information with the data obtained using reference methods. In this first approach with pollen samples, good correlation models with appropriate accuracy were obtained for the evaluated parameters with r 2 varying from 74.8 to 97% and residual prediction deviation between 2.0 and 5.8. These results suggest that FTIR-ATR may be a useful technique for assessing bee pollen’s composition.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
2018-01-25T10:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/15295
url http://hdl.handle.net/10198/15295
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Anjos, Ofélia; Santos, António J.A.; Dias, Teresa; Estevinho, Letícia M. (2017). Application of FTIR-ATR spectroscopy on the bee pollen characterization. Journal of Apicultural Research. ISSN 00218-839. 56:3, p. 210-218
0021-8839
10.1080/00218839.2017.1289657
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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