Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence

Detalhes bibliográficos
Autor(a) principal: Brandao, Mariana P.
Data de Publicação: 2017
Outros Autores: Gouvea Neto, Marina, Anjos, Virgílio de Carvalho dos, Bell, Maria José V.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: https://doi.org/10.1016/j.foodcont.2017.06.008
http://www.locus.ufv.br/handle/123456789/22288
Resumo: The increasing importance of goat milk renews the need to examine the authenticity of goat milk powder and to identify frauds with cow milk powder. The use of front-face and time-resolved fluorescence techniques to identify biochemical composition and structure changes could assist milk powder frauds analysis. This study aimed to use fluorescence spectra and lifetimes to differentiate frauds of goat milk powder with cow milk powder. We analyzed the fluorescence spectra by partial least squares and found a good prediction result. Employing analysis of variance, we observed different fluorescence lifetimes for goat milk powder with cow’s milk powder in six categories. In addition, we use linear regression to create a model to predict the amount of cow’s milk in each the samples using the mean intensity lifetime. These results indicate that front face and time-resolved fluorescence can assist on the analysis of powder milk and its composition.
id UFV_446fa5743dccaeafd189bd6eef9b736b
oai_identifier_str oai:locus.ufv.br:123456789/22288
network_acronym_str UFV
network_name_str LOCUS Repositório Institucional da UFV
repository_id_str 2145
spelling Brandao, Mariana P.Gouvea Neto, MarinaAnjos, Virgílio de Carvalho dosBell, Maria José V.2018-10-16T12:22:15Z2018-10-16T12:22:15Z2017-06-070956-7135https://doi.org/10.1016/j.foodcont.2017.06.008http://www.locus.ufv.br/handle/123456789/22288The increasing importance of goat milk renews the need to examine the authenticity of goat milk powder and to identify frauds with cow milk powder. The use of front-face and time-resolved fluorescence techniques to identify biochemical composition and structure changes could assist milk powder frauds analysis. This study aimed to use fluorescence spectra and lifetimes to differentiate frauds of goat milk powder with cow milk powder. We analyzed the fluorescence spectra by partial least squares and found a good prediction result. Employing analysis of variance, we observed different fluorescence lifetimes for goat milk powder with cow’s milk powder in six categories. In addition, we use linear regression to create a model to predict the amount of cow’s milk in each the samples using the mean intensity lifetime. These results indicate that front face and time-resolved fluorescence can assist on the analysis of powder milk and its composition.engFood ControlVolume 81, Pages 168-172, November 2017Elsevier B. V.info:eu-repo/semantics/openAccessMilk powderSpectroscopyTime-resolved fluorescenceLifetimesGoatDetection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescenceinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALartigo.pdfartigo.pdfTexto completoapplication/pdf581827https://locus.ufv.br//bitstream/123456789/22288/1/artigo.pdf3a03764799ec21af27d61f19ef6a0bfaMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://locus.ufv.br//bitstream/123456789/22288/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52123456789/222882018-10-16 09:24:42.197oai:locus.ufv.br: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Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452018-10-16T12:24:42LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.en.fl_str_mv Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
title Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
spellingShingle Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
Brandao, Mariana P.
Milk powder
Spectroscopy
Time-resolved fluorescence
Lifetimes
Goat
title_short Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
title_full Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
title_fullStr Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
title_full_unstemmed Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
title_sort Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
author Brandao, Mariana P.
author_facet Brandao, Mariana P.
Gouvea Neto, Marina
Anjos, Virgílio de Carvalho dos
Bell, Maria José V.
author_role author
author2 Gouvea Neto, Marina
Anjos, Virgílio de Carvalho dos
Bell, Maria José V.
author2_role author
author
author
dc.contributor.author.fl_str_mv Brandao, Mariana P.
Gouvea Neto, Marina
Anjos, Virgílio de Carvalho dos
Bell, Maria José V.
dc.subject.pt-BR.fl_str_mv Milk powder
Spectroscopy
Time-resolved fluorescence
Lifetimes
Goat
topic Milk powder
Spectroscopy
Time-resolved fluorescence
Lifetimes
Goat
description The increasing importance of goat milk renews the need to examine the authenticity of goat milk powder and to identify frauds with cow milk powder. The use of front-face and time-resolved fluorescence techniques to identify biochemical composition and structure changes could assist milk powder frauds analysis. This study aimed to use fluorescence spectra and lifetimes to differentiate frauds of goat milk powder with cow milk powder. We analyzed the fluorescence spectra by partial least squares and found a good prediction result. Employing analysis of variance, we observed different fluorescence lifetimes for goat milk powder with cow’s milk powder in six categories. In addition, we use linear regression to create a model to predict the amount of cow’s milk in each the samples using the mean intensity lifetime. These results indicate that front face and time-resolved fluorescence can assist on the analysis of powder milk and its composition.
publishDate 2017
dc.date.issued.fl_str_mv 2017-06-07
dc.date.accessioned.fl_str_mv 2018-10-16T12:22:15Z
dc.date.available.fl_str_mv 2018-10-16T12:22:15Z
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 https://doi.org/10.1016/j.foodcont.2017.06.008
http://www.locus.ufv.br/handle/123456789/22288
dc.identifier.issn.none.fl_str_mv 0956-7135
identifier_str_mv 0956-7135
url https://doi.org/10.1016/j.foodcont.2017.06.008
http://www.locus.ufv.br/handle/123456789/22288
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartofseries.pt-BR.fl_str_mv Volume 81, Pages 168-172, November 2017
dc.rights.driver.fl_str_mv Elsevier B. V.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Elsevier B. V.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Food Control
publisher.none.fl_str_mv Food Control
dc.source.none.fl_str_mv reponame:LOCUS Repositório Institucional da UFV
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str LOCUS Repositório Institucional da UFV
collection LOCUS Repositório Institucional da UFV
bitstream.url.fl_str_mv https://locus.ufv.br//bitstream/123456789/22288/1/artigo.pdf
https://locus.ufv.br//bitstream/123456789/22288/2/license.txt
bitstream.checksum.fl_str_mv 3a03764799ec21af27d61f19ef6a0bfa
8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv fabiojreis@ufv.br
_version_ 1801213094122225664