Application of FTIR-ATR spectroscopy on the bee pollen characterization
Autor(a) principal: | |
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Data de Publicação: | 2017 |
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/10198/15295 |
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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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 |
format |
article |
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 |
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) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799135297326284800 |