USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES

Detalhes bibliográficos
Autor(a) principal: Monteiro, Thiago Campos
Data de Publicação: 2015
Outros Autores: Silva, Renato Vieira da, Lima, José Tarcísio, Hein, Paulo Ricardo Gherardi, Napoli, Alfredo
Tipo de documento: Artigo
Idioma: por
Título da fonte: Cerne (Online)
Texto Completo: https://cerne.ufla.br/site/index.php/CERNE/article/view/142
Resumo: The near infrared spectroscopy (NIRS) has shown a rapid and accurate technique for evaluation of materials of biological origin. The objective of this study was to evaluate the ability of the near infrared (NIR) spectroscopy associated to the Principal Component Analysis (PCA) for the separation of carbonization processes and identification of the origin of the woods used in the carbonizations. Hence, the charcoal of seven species of Eucalyptus and twenty native species from the Cerrado (savannah) of Minas Gerais, Brazil were investigated. The Eucalyptus wood was carbonized in a laboratory furnace and in a 190 m3 industrial rectangular kilns while the wood of native vegetation was carbonized only under laboratory conditions. The samples were grinded for NIR spectra acquirement. The NIR spectra were analyzed by PCA but no cluster were identified allowing discrimination between charcoal produced from native and from Eucalyptus wood. However, the cluster formed in the PCA when using the first derivative NIR spectra permitted to distinguish charcoal produced in different processes of carbonization. Two groups of data for charcoal produced in the industrial rectangular kilns were also observed, suggesting heterogeneity in the carbonization process.
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spelling USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCESCharcoal originNIRSprincipal component analysisThe near infrared spectroscopy (NIRS) has shown a rapid and accurate technique for evaluation of materials of biological origin. The objective of this study was to evaluate the ability of the near infrared (NIR) spectroscopy associated to the Principal Component Analysis (PCA) for the separation of carbonization processes and identification of the origin of the woods used in the carbonizations. Hence, the charcoal of seven species of Eucalyptus and twenty native species from the Cerrado (savannah) of Minas Gerais, Brazil were investigated. The Eucalyptus wood was carbonized in a laboratory furnace and in a 190 m3 industrial rectangular kilns while the wood of native vegetation was carbonized only under laboratory conditions. The samples were grinded for NIR spectra acquirement. The NIR spectra were analyzed by PCA but no cluster were identified allowing discrimination between charcoal produced from native and from Eucalyptus wood. However, the cluster formed in the PCA when using the first derivative NIR spectra permitted to distinguish charcoal produced in different processes of carbonization. Two groups of data for charcoal produced in the industrial rectangular kilns were also observed, suggesting heterogeneity in the carbonization process.CERNECERNE2015-05-14info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://cerne.ufla.br/site/index.php/CERNE/article/view/142CERNE; Vol. 16 No. 3 (2010); 381-390CERNE; v. 16 n. 3 (2010); 381-3902317-63420104-7760reponame:Cerne (Online)instname:Universidade Federal de Lavras (UFLA)instacron:UFLAporhttps://cerne.ufla.br/site/index.php/CERNE/article/view/142/115Copyright (c) 2015 Thiago Campos Monteiro, Renato Vieira da Silva, José Tarcísio Lima, Paulo Ricardo Gherardi Hein, Alfredo Napoliinfo:eu-repo/semantics/openAccessMonteiro, Thiago CamposSilva, Renato Vieira daLima, José TarcísioHein, Paulo Ricardo GherardiNapoli, Alfredo2015-05-14T12:07:47Zoai:cerne.ufla.br:article/142Revistahttps://cerne.ufla.br/site/index.php/CERNEPUBhttps://cerne.ufla.br/site/index.php/CERNE/oaicerne@dcf.ufla.br||cerne@dcf.ufla.br2317-63420104-7760opendoar:2024-05-21T19:53:33.505386Cerne (Online) - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
title USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
spellingShingle USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
Monteiro, Thiago Campos
Charcoal origin
NIRS
principal component analysis
title_short USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
title_full USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
title_fullStr USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
title_full_unstemmed USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
title_sort USE OF NEAR INFRARED SPECTROSCOPY TO DISTINGUISH CARBONIZATION PROCESSES AND CHARCOAL SOURCES
author Monteiro, Thiago Campos
author_facet Monteiro, Thiago Campos
Silva, Renato Vieira da
Lima, José Tarcísio
Hein, Paulo Ricardo Gherardi
Napoli, Alfredo
author_role author
author2 Silva, Renato Vieira da
Lima, José Tarcísio
Hein, Paulo Ricardo Gherardi
Napoli, Alfredo
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Monteiro, Thiago Campos
Silva, Renato Vieira da
Lima, José Tarcísio
Hein, Paulo Ricardo Gherardi
Napoli, Alfredo
dc.subject.por.fl_str_mv Charcoal origin
NIRS
principal component analysis
topic Charcoal origin
NIRS
principal component analysis
description The near infrared spectroscopy (NIRS) has shown a rapid and accurate technique for evaluation of materials of biological origin. The objective of this study was to evaluate the ability of the near infrared (NIR) spectroscopy associated to the Principal Component Analysis (PCA) for the separation of carbonization processes and identification of the origin of the woods used in the carbonizations. Hence, the charcoal of seven species of Eucalyptus and twenty native species from the Cerrado (savannah) of Minas Gerais, Brazil were investigated. The Eucalyptus wood was carbonized in a laboratory furnace and in a 190 m3 industrial rectangular kilns while the wood of native vegetation was carbonized only under laboratory conditions. The samples were grinded for NIR spectra acquirement. The NIR spectra were analyzed by PCA but no cluster were identified allowing discrimination between charcoal produced from native and from Eucalyptus wood. However, the cluster formed in the PCA when using the first derivative NIR spectra permitted to distinguish charcoal produced in different processes of carbonization. Two groups of data for charcoal produced in the industrial rectangular kilns were also observed, suggesting heterogeneity in the carbonization process.
publishDate 2015
dc.date.none.fl_str_mv 2015-05-14
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/142
url https://cerne.ufla.br/site/index.php/CERNE/article/view/142
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/142/115
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.publisher.none.fl_str_mv CERNE
CERNE
publisher.none.fl_str_mv CERNE
CERNE
dc.source.none.fl_str_mv CERNE; Vol. 16 No. 3 (2010); 381-390
CERNE; v. 16 n. 3 (2010); 381-390
2317-6342
0104-7760
reponame:Cerne (Online)
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Cerne (Online)
collection Cerne (Online)
repository.name.fl_str_mv Cerne (Online) - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv cerne@dcf.ufla.br||cerne@dcf.ufla.br
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