CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES

Detalhes bibliográficos
Autor(a) principal: Protásio, Thiago de Paula
Data de Publicação: 2016
Outros Autores: Tonoli, Gustavo Henrique Denzin, Guimarães Júnior, Mário, Bufalino, Lina, Couto, Allan Motta, Trugilho, Paulo Fernando
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Cerne (Online)
Texto Completo: https://cerne.ufla.br/site/index.php/CERNE/article/view/841
Resumo: Canonical correlation analysis is a statistical multivariate procedure that allows analyzing linear correlation that may exist between two groups or sets of variables (X and Y). This paper aimed to provide canonical correlation analysis between a group comprised of lignin and total extractives contents and higher heating value (HHV) with a group of elemental components (carbon, hydrogen, nitrogen and sulfur) for lignocellulosic wastes. The following wastes were used: eucalyptus shavings; pine shavings; red cedar shavings; sugar cane bagasse; residual bamboo cellulose pulp; coffee husk and parchment; maize harvesting wastes; and rice husk. Only the first canonical function was significant, but it presented a low canonical R². High carbon, hydrogen and sulfur contents and low nitrogen contents seem to be related to high total extractives contents of the lignocellulosic wastes. The preliminary results found in this paper indicate that the canonical correlations were not efficient to explain the correlations between the chemical elemental components and lignin contents and higher heating values.
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spelling CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTESMultivariate statisticscanonical functionbioenergy.Canonical correlation analysis is a statistical multivariate procedure that allows analyzing linear correlation that may exist between two groups or sets of variables (X and Y). This paper aimed to provide canonical correlation analysis between a group comprised of lignin and total extractives contents and higher heating value (HHV) with a group of elemental components (carbon, hydrogen, nitrogen and sulfur) for lignocellulosic wastes. The following wastes were used: eucalyptus shavings; pine shavings; red cedar shavings; sugar cane bagasse; residual bamboo cellulose pulp; coffee husk and parchment; maize harvesting wastes; and rice husk. Only the first canonical function was significant, but it presented a low canonical R². High carbon, hydrogen and sulfur contents and low nitrogen contents seem to be related to high total extractives contents of the lignocellulosic wastes. The preliminary results found in this paper indicate that the canonical correlations were not efficient to explain the correlations between the chemical elemental components and lignin contents and higher heating values.CERNECERNE2016-04-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://cerne.ufla.br/site/index.php/CERNE/article/view/841CERNE; Vol. 18 No. 3 (2012); 433-439CERNE; v. 18 n. 3 (2012); 433-4392317-63420104-7760reponame:Cerne (Online)instname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://cerne.ufla.br/site/index.php/CERNE/article/view/841/620Copyright (c) 2016 CERNEinfo:eu-repo/semantics/openAccessProtásio, Thiago de PaulaTonoli, Gustavo Henrique DenzinGuimarães Júnior, MárioBufalino, LinaCouto, Allan MottaTrugilho, Paulo Fernando2016-04-20T09:50:57Zoai:cerne.ufla.br:article/841Revistahttps://cerne.ufla.br/site/index.php/CERNEPUBhttps://cerne.ufla.br/site/index.php/CERNE/oaicerne@dcf.ufla.br||cerne@dcf.ufla.br2317-63420104-7760opendoar:2024-05-21T19:54:07.322040Cerne (Online) - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
title CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
spellingShingle CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
Protásio, Thiago de Paula
Multivariate statistics
canonical function
bioenergy.
title_short CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
title_full CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
title_fullStr CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
title_full_unstemmed CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
title_sort CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
author Protásio, Thiago de Paula
author_facet Protásio, Thiago de Paula
Tonoli, Gustavo Henrique Denzin
Guimarães Júnior, Mário
Bufalino, Lina
Couto, Allan Motta
Trugilho, Paulo Fernando
author_role author
author2 Tonoli, Gustavo Henrique Denzin
Guimarães Júnior, Mário
Bufalino, Lina
Couto, Allan Motta
Trugilho, Paulo Fernando
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Protásio, Thiago de Paula
Tonoli, Gustavo Henrique Denzin
Guimarães Júnior, Mário
Bufalino, Lina
Couto, Allan Motta
Trugilho, Paulo Fernando
dc.subject.por.fl_str_mv Multivariate statistics
canonical function
bioenergy.
topic Multivariate statistics
canonical function
bioenergy.
description Canonical correlation analysis is a statistical multivariate procedure that allows analyzing linear correlation that may exist between two groups or sets of variables (X and Y). This paper aimed to provide canonical correlation analysis between a group comprised of lignin and total extractives contents and higher heating value (HHV) with a group of elemental components (carbon, hydrogen, nitrogen and sulfur) for lignocellulosic wastes. The following wastes were used: eucalyptus shavings; pine shavings; red cedar shavings; sugar cane bagasse; residual bamboo cellulose pulp; coffee husk and parchment; maize harvesting wastes; and rice husk. Only the first canonical function was significant, but it presented a low canonical R². High carbon, hydrogen and sulfur contents and low nitrogen contents seem to be related to high total extractives contents of the lignocellulosic wastes. The preliminary results found in this paper indicate that the canonical correlations were not efficient to explain the correlations between the chemical elemental components and lignin contents and higher heating values.
publishDate 2016
dc.date.none.fl_str_mv 2016-04-05
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/841
url https://cerne.ufla.br/site/index.php/CERNE/article/view/841
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/841/620
dc.rights.driver.fl_str_mv Copyright (c) 2016 CERNE
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 CERNE
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. 18 No. 3 (2012); 433-439
CERNE; v. 18 n. 3 (2012); 433-439
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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