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Quality assessment of heat-treated wood by NIR spectroscopy

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Resumo:NIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extractives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination (R2) for cross validation ranging from 96– 98%. The models obtained for wood properties were in general good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for dimensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour parameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characterization of heat treated woods.
Autores principais:Esteves, Bruno
Outros Autores:Pereira, Helena
Assunto:wood heat treatment NIR spectroscopy
Ano:2008
País:Portugal
Tipo de documento:artigo
Tipo de acesso:acesso aberto
Instituição associada:Universidade de Lisboa
Idioma:inglês
Origem:Repositório da Universidade de Lisboa
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author Esteves, Bruno
author2 Pereira, Helena
author2_role author
author_facet Esteves, Bruno
Pereira, Helena
author_role author
contributor_name_str_mv Repositório Científico de Acesso Aberto da ULisboa
country_str PT
creators_json_txt [{\"Person.name\":\"Esteves, Bruno\"},{\"Person.name\":\"Pereira, Helena\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Repositório Científico de Acesso Aberto da ULisboa
datacite.creators.creator.creatorName.fl_str_mv Esteves, Bruno
Pereira, Helena
datacite.date.Accepted.fl_str_mv 2008-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2013-09-04T15:11:11Z
datacite.date.embargoed.fl_str_mv 2013-09-04T15:11:11Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv wood
heat treatment
NIR spectroscopy
datacite.titles.title.fl_str_mv Quality assessment of heat-treated wood by NIR spectroscopy
dc.contributor.none.fl_str_mv Repositório Científico de Acesso Aberto da ULisboa
dc.creator.none.fl_str_mv Esteves, Bruno
Pereira, Helena
dc.date.Accepted.fl_str_mv 2008-01-01T00:00:00Z
dc.date.available.fl_str_mv 2013-09-04T15:11:11Z
dc.date.embargoed.fl_str_mv 2013-09-04T15:11:11Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10400.5/5946
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Springer
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv wood
heat treatment
NIR spectroscopy
dc.title.fl_str_mv Quality assessment of heat-treated wood by NIR spectroscopy
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
description NIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extractives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination (R2) for cross validation ranging from 96– 98%. The models obtained for wood properties were in general good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for dimensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour parameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characterization of heat treated woods.
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eu_rights_str_mv openAccess
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fulltext.url.fl_str_mv https://repositorio.ulisboa.pt/bitstreams/ed17b009-99f7-4034-ae16-52296179a0ef/download
id ul_d3f8563f70d8ccfc28bf0738f7b4ecfe
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institution Universidade de Lisboa
instname_str Universidade de Lisboa
language eng
network_acronym_str ul
network_name_str Repositório da Universidade de Lisboa
oai_identifier_str oai:repositorio.ulisboa.pt:10400.5/5946
organization_str_mv urn:organizationAcronym:ul
person_str_mv Esteves, Bruno
Pereira, Helena
publishDate 2008
publisher.none.fl_str_mv Springer
reponame_str Repositório da Universidade de Lisboa
repository_id_str urn:repositoryAcronym:ul
service_str_mv urn:repositoryAcronym:ul
spelling engSpringerporNIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extractives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination (R2) for cross validation ranging from 96– 98%. The models obtained for wood properties were in general good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for dimensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour parameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characterization of heat treated woods.application/pdfporQuality assessment of heat-treated wood by NIR spectroscopyEsteves, BrunoPereira, HelenaHostingInstitutionOrganizationalRepositório Científico de Acesso Aberto da ULisboae-mailmailto:repositorio@reitoria.ulisboa.ptrepositorio@reitoria.ulisboa.ptISSNIsPartOf0018-37682013-09-04T15:11:11Z20082008-01-01T00:00:00ZHandlehttp://hdl.handle.net/10400.5/5946http://purl.org/coar/access_right/c_abf2open accesswoodheat treatmentNIR spectroscopy503447 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorio.ulisboa.pt/bitstreams/ed17b009-99f7-4034-ae16-52296179a0ef/downloadHolz als Roh- und Werkstoff
spellingShingle Quality assessment of heat-treated wood by NIR spectroscopy
Esteves, Bruno
wood
heat treatment
NIR spectroscopy
status SINGLETON
subject.fl_str_mv wood
heat treatment
NIR spectroscopy
title Quality assessment of heat-treated wood by NIR spectroscopy
title_full Quality assessment of heat-treated wood by NIR spectroscopy
title_fullStr Quality assessment of heat-treated wood by NIR spectroscopy
title_full_unstemmed Quality assessment of heat-treated wood by NIR spectroscopy
title_short Quality assessment of heat-treated wood by NIR spectroscopy
title_sort Quality assessment of heat-treated wood by NIR spectroscopy
topic wood
heat treatment
NIR spectroscopy
topic_facet wood
heat treatment
NIR spectroscopy
url http://hdl.handle.net/10400.5/5946
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