Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil
Autor(a) principal: | |
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Data de Publicação: | 2007 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Journal of the Brazilian Chemical Society (Online) |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532007000100024 |
Resumo: | The main task of this work was to verify the existing differences in the elemental composition of samples seized in the main Brazilian regions of marijuana production, previously separated by their carbon and nitrogen stable isotope results, and to use these differences to classify the samples according to their geographical origins. The sector field inductively coupled plasma mass spectrometry technique (HR-ICP-MS) was the analytical technique applied and the data analysis was performed using hierarchical cluster and linear discriminant analysis. Results indicate that samples from different regions present different chemical profiles that appear in accordance to the geological characteristics of each region. The most relevant parameters were carbon and nitrogen stable isotopes, copper, cobalt, barium, lanthanum, zinc, iron, yttrium and manganese. An interesting product of this work was to demonstrate the possibility of using seized samples to create a national databank for monitoring the geographical origin of marijuana consumed in the country. |
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Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazilforensic sciencedrug sourcingmarijuanachemical fingerprintlinear discriminant analysisThe main task of this work was to verify the existing differences in the elemental composition of samples seized in the main Brazilian regions of marijuana production, previously separated by their carbon and nitrogen stable isotope results, and to use these differences to classify the samples according to their geographical origins. The sector field inductively coupled plasma mass spectrometry technique (HR-ICP-MS) was the analytical technique applied and the data analysis was performed using hierarchical cluster and linear discriminant analysis. Results indicate that samples from different regions present different chemical profiles that appear in accordance to the geological characteristics of each region. The most relevant parameters were carbon and nitrogen stable isotopes, copper, cobalt, barium, lanthanum, zinc, iron, yttrium and manganese. An interesting product of this work was to demonstrate the possibility of using seized samples to create a national databank for monitoring the geographical origin of marijuana consumed in the country.Sociedade Brasileira de Química2007-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532007000100024Journal of the Brazilian Chemical Society v.18 n.1 2007reponame:Journal of the Brazilian Chemical Society (Online)instname:Sociedade Brasileira de Química (SBQ)instacron:SBQ10.1590/S0103-50532007000100024info:eu-repo/semantics/openAccessShibuya,Elisa K.Sarkis,Jorge E. S.Negrini-Neto,OsvaldoOmetto,Jean P. H. B.eng2007-03-23T00:00:00Zoai:scielo:S0103-50532007000100024Revistahttp://jbcs.sbq.org.brONGhttps://old.scielo.br/oai/scielo-oai.php||office@jbcs.sbq.org.br1678-47900103-5053opendoar:2007-03-23T00:00Journal of the Brazilian Chemical Society (Online) - Sociedade Brasileira de Química (SBQ)false |
dc.title.none.fl_str_mv |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
title |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
spellingShingle |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil Shibuya,Elisa K. forensic science drug sourcing marijuana chemical fingerprint linear discriminant analysis |
title_short |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
title_full |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
title_fullStr |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
title_full_unstemmed |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
title_sort |
Multivariate classification based on chemical and stable isotopic profiles in sourcing the origin of marijuana samples seized in Brazil |
author |
Shibuya,Elisa K. |
author_facet |
Shibuya,Elisa K. Sarkis,Jorge E. S. Negrini-Neto,Osvaldo Ometto,Jean P. H. B. |
author_role |
author |
author2 |
Sarkis,Jorge E. S. Negrini-Neto,Osvaldo Ometto,Jean P. H. B. |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Shibuya,Elisa K. Sarkis,Jorge E. S. Negrini-Neto,Osvaldo Ometto,Jean P. H. B. |
dc.subject.por.fl_str_mv |
forensic science drug sourcing marijuana chemical fingerprint linear discriminant analysis |
topic |
forensic science drug sourcing marijuana chemical fingerprint linear discriminant analysis |
description |
The main task of this work was to verify the existing differences in the elemental composition of samples seized in the main Brazilian regions of marijuana production, previously separated by their carbon and nitrogen stable isotope results, and to use these differences to classify the samples according to their geographical origins. The sector field inductively coupled plasma mass spectrometry technique (HR-ICP-MS) was the analytical technique applied and the data analysis was performed using hierarchical cluster and linear discriminant analysis. Results indicate that samples from different regions present different chemical profiles that appear in accordance to the geological characteristics of each region. The most relevant parameters were carbon and nitrogen stable isotopes, copper, cobalt, barium, lanthanum, zinc, iron, yttrium and manganese. An interesting product of this work was to demonstrate the possibility of using seized samples to create a national databank for monitoring the geographical origin of marijuana consumed in the country. |
publishDate |
2007 |
dc.date.none.fl_str_mv |
2007-01-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532007000100024 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-50532007000100024 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/S0103-50532007000100024 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Sociedade Brasileira de Química |
publisher.none.fl_str_mv |
Sociedade Brasileira de Química |
dc.source.none.fl_str_mv |
Journal of the Brazilian Chemical Society v.18 n.1 2007 reponame:Journal of the Brazilian Chemical Society (Online) instname:Sociedade Brasileira de Química (SBQ) instacron:SBQ |
instname_str |
Sociedade Brasileira de Química (SBQ) |
instacron_str |
SBQ |
institution |
SBQ |
reponame_str |
Journal of the Brazilian Chemical Society (Online) |
collection |
Journal of the Brazilian Chemical Society (Online) |
repository.name.fl_str_mv |
Journal of the Brazilian Chemical Society (Online) - Sociedade Brasileira de Química (SBQ) |
repository.mail.fl_str_mv |
||office@jbcs.sbq.org.br |
_version_ |
1750318167789404160 |