CANONICAL CORRELATIONS BETWEEN CHEMICAL AND ENERGETIC CHARACTERISTICS OF LIGNOCELLULOSIC WASTES
Autor(a) principal: | |
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Data de Publicação: | 2016 |
Outros Autores: | , , , , |
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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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 |
_version_ |
1799874941599875072 |