Detection of adulteration of goat milk powder with bovine milk powder by front-face and time resolved fluorescence
Autor(a) principal: | |
---|---|
Data de Publicação: | 2017 |
Outros Autores: | , , |
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 |