Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por eng |
Título da fonte: | Acta Scientiarum. Animal Sciences (Online) |
Texto Completo: | https://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434 |
Resumo: | Isotope analysis has proved to be an extremely important tool in the traceability process; however, statistical analyses of the results show discrepancies, as the data depend on and originate from several chemical elements such as carbon, hydrogen, oxygen, nitrogen and sulfur (CHONS). In order to establish the proper analysis of traceability data for birds using the stable isotope technique and evaluate the need for a combined analysis of the variables, data for carbon-13 and nitrogen-15 were used from eggs (albumen + yolk) of laying hens and the pectoral muscle of broilers, which were subjected to univariate statistical analysis (ANOVA and complemented with Tukey’s test) and multivariate statistical analysis (MANOVA and Discriminant Analysis). The data were analyzed using Minitab 16 software, and the results, corroborated in the theory, confirm the need for multivariate analysis, showing also that discriminant analysis clarifies questions from the results of the other analysis methods compared in this study. |
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Acta Scientiarum. Animal Sciences (Online) |
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Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434ANOVAdiscriminant analysiscarbon-13MANOVAnitrogen-15 Isotope analysis has proved to be an extremely important tool in the traceability process; however, statistical analyses of the results show discrepancies, as the data depend on and originate from several chemical elements such as carbon, hydrogen, oxygen, nitrogen and sulfur (CHONS). In order to establish the proper analysis of traceability data for birds using the stable isotope technique and evaluate the need for a combined analysis of the variables, data for carbon-13 and nitrogen-15 were used from eggs (albumen + yolk) of laying hens and the pectoral muscle of broilers, which were subjected to univariate statistical analysis (ANOVA and complemented with Tukey’s test) and multivariate statistical analysis (MANOVA and Discriminant Analysis). The data were analyzed using Minitab 16 software, and the results, corroborated in the theory, confirm the need for multivariate analysis, showing also that discriminant analysis clarifies questions from the results of the other analysis methods compared in this study. Editora da Universidade Estadual de Maringá2012-05-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionanálise de dadosapplication/pdfapplication/pdfhttps://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/1343410.4025/actascianimsci.v34i4.13434Acta Scientiarum. Animal Sciences; Vol 34 No 4 (2012); 437-442Acta Scientiarum. Animal Sciences; v. 34 n. 4 (2012); 437-4421807-86721806-2636reponame:Acta Scientiarum. Animal Sciences (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMporenghttps://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434/pdfhttps://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434/pdf_1Sartori, Maria Márcia PereiraDenadai, Juliana CéliaGarcia, Amélia Maria LimaCarrijo, Alfredo SampaioDucatti, Carlosinfo:eu-repo/semantics/openAccess2024-05-17T13:04:30Zoai:periodicos.uem.br/ojs:article/13434Revistahttp://www.periodicos.uem.br/ojs/index.php/ActaSciAnimSciPUBhttp://www.periodicos.uem.br/ojs/index.php/ActaSciAnimSci/oaiactaanim@uem.br||actaanim@uem.br|| rev.acta@gmail.com1807-86721806-2636opendoar:2024-05-17T13:04:30Acta Scientiarum. Animal Sciences (Online) - Universidade Estadual de Maringá (UEM)false |
dc.title.none.fl_str_mv |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
title |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
spellingShingle |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 Sartori, Maria Márcia Pereira ANOVA discriminant analysis carbon-13 MANOVA nitrogen-15 |
title_short |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
title_full |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
title_fullStr |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
title_full_unstemmed |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
title_sort |
Multivariate analysis of stable isotope data in the traceability process for birds - doi: 10.4025/actascianimsci.v34i4.13434 |
author |
Sartori, Maria Márcia Pereira |
author_facet |
Sartori, Maria Márcia Pereira Denadai, Juliana Célia Garcia, Amélia Maria Lima Carrijo, Alfredo Sampaio Ducatti, Carlos |
author_role |
author |
author2 |
Denadai, Juliana Célia Garcia, Amélia Maria Lima Carrijo, Alfredo Sampaio Ducatti, Carlos |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Sartori, Maria Márcia Pereira Denadai, Juliana Célia Garcia, Amélia Maria Lima Carrijo, Alfredo Sampaio Ducatti, Carlos |
dc.subject.por.fl_str_mv |
ANOVA discriminant analysis carbon-13 MANOVA nitrogen-15 |
topic |
ANOVA discriminant analysis carbon-13 MANOVA nitrogen-15 |
description |
Isotope analysis has proved to be an extremely important tool in the traceability process; however, statistical analyses of the results show discrepancies, as the data depend on and originate from several chemical elements such as carbon, hydrogen, oxygen, nitrogen and sulfur (CHONS). In order to establish the proper analysis of traceability data for birds using the stable isotope technique and evaluate the need for a combined analysis of the variables, data for carbon-13 and nitrogen-15 were used from eggs (albumen + yolk) of laying hens and the pectoral muscle of broilers, which were subjected to univariate statistical analysis (ANOVA and complemented with Tukey’s test) and multivariate statistical analysis (MANOVA and Discriminant Analysis). The data were analyzed using Minitab 16 software, and the results, corroborated in the theory, confirm the need for multivariate analysis, showing also that discriminant analysis clarifies questions from the results of the other analysis methods compared in this study. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012-05-30 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion análise de dados |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434 10.4025/actascianimsci.v34i4.13434 |
url |
https://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434 |
identifier_str_mv |
10.4025/actascianimsci.v34i4.13434 |
dc.language.iso.fl_str_mv |
por eng |
language |
por eng |
dc.relation.none.fl_str_mv |
https://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434/pdf https://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/13434/pdf_1 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Editora da Universidade Estadual de Maringá |
publisher.none.fl_str_mv |
Editora da Universidade Estadual de Maringá |
dc.source.none.fl_str_mv |
Acta Scientiarum. Animal Sciences; Vol 34 No 4 (2012); 437-442 Acta Scientiarum. Animal Sciences; v. 34 n. 4 (2012); 437-442 1807-8672 1806-2636 reponame:Acta Scientiarum. Animal Sciences (Online) instname:Universidade Estadual de Maringá (UEM) instacron:UEM |
instname_str |
Universidade Estadual de Maringá (UEM) |
instacron_str |
UEM |
institution |
UEM |
reponame_str |
Acta Scientiarum. Animal Sciences (Online) |
collection |
Acta Scientiarum. Animal Sciences (Online) |
repository.name.fl_str_mv |
Acta Scientiarum. Animal Sciences (Online) - Universidade Estadual de Maringá (UEM) |
repository.mail.fl_str_mv |
actaanim@uem.br||actaanim@uem.br|| rev.acta@gmail.com |
_version_ |
1799315360354140160 |