Quality assessment of heat-treated wood by NIR spectroscopy
Autor(a) principal: | |
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Data de Publicação: | 2008 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.19/6655 |
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 extrac- tives 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 gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters 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 characteri- zation of heat treated woods. |
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Quality assessment of heat-treated wood by NIR spectroscopyDimensional StabilityEquilibrium Moisture ContentWood PropertyNear Infrared SpectroscopyPinus PinasteNIR 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 extrac- tives 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 gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters 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 characteri- zation of heat treated woods.Untersucht wurde die Mo ̈ glichkeit, die Eigenschaften von wa ̈rmebehandeltem Kiefern- (Pinus pi- naster) und Eukalyptusholz (Eucalyptus globulus) mit Hilfe von NIR-Spektroskopie zu bestimmen. Dabei wurde das Holz auf zwei verschiedene Arten wa ̈rmebehandelt, im Ofen und im Autoklaven. Masseverlust, Gleichgewichts- feuchte, Dimensionsstabilita ̈t, Elastizita ̈tsmodul, Biegefe- stigkeit, CIELAB Farbparameter und Extraktstoffgehalt wurden bestimmt. Die NIR-Spektren wurden mit einer Fasersonde auf der radialen Oberfla ̈che der Pru ̈fko ̈rper er- mittelt. NIR-Modelle zur Bestimmung des Masseverlusts ergaben ein sehr hohes Bestimmtheitsmaß (R2) von 96– 98%. Die fu ̈r die Holzeigenschaften ermittelten Modelle waren generell gut. Das Bestimmtheitsmaß fu ̈r die Gleich- gewichtsfeuchte lag zwischen 78–95%, fu ̈r die Dimensi- onsstabilita ̈t zwischen 53–78%, fu ̈r den Elastizita ̈tsmodul zwischen 47–89%, fu ̈r die Biegefestigkeit zwischen 75– 77% und fu ̈ r die Farbparameter L , a∗ und b∗ zwischen 84–99%, 52–96% sowie 66–98%. Das Bestimmtheitsmaß fu ̈r den Extraktstoffgehalt von Kiefernholz schwankte zwi- schen 41,9–79,8% und das von Eukalyptusholz zwischen 35,3–82,2%. Die NIR-Spektroskopie erwies sich somit als ein gut geeignetes Verfahren zur Qualita ̈tskontrolle und Be- urteilung von wa ̈rmebehandeltem Holz.Repositório Científico do Instituto Politécnico de ViseuEsteves, BrunoPereira, Helena2021-03-04T18:10:08Z2008-072021-03-04T15:48:56Z2008-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.19/6655engEsteves, B., Pereira, H. Quality assessment of heat-treated wood by NIR spectroscopy . Holz Roh Werkst 66, 323–332 (2008). https://doi.org/10.1007/s00107-008-0262-40018-3768cv-prod-156821410.1007/s00107-008-0262-42-s2.0-52649090776info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-01-16T15:28:53Zoai:repositorio.ipv.pt:10400.19/6655Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:44:29.828978Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Quality assessment of heat-treated wood by NIR spectroscopy |
title |
Quality assessment of heat-treated wood by NIR spectroscopy |
spellingShingle |
Quality assessment of heat-treated wood by NIR spectroscopy Esteves, Bruno Dimensional Stability Equilibrium Moisture Content Wood Property Near Infrared Spectroscopy Pinus Pinaste |
title_short |
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_sort |
Quality assessment of heat-treated wood by NIR spectroscopy |
author |
Esteves, Bruno |
author_facet |
Esteves, Bruno Pereira, Helena |
author_role |
author |
author2 |
Pereira, Helena |
author2_role |
author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico de Viseu |
dc.contributor.author.fl_str_mv |
Esteves, Bruno Pereira, Helena |
dc.subject.por.fl_str_mv |
Dimensional Stability Equilibrium Moisture Content Wood Property Near Infrared Spectroscopy Pinus Pinaste |
topic |
Dimensional Stability Equilibrium Moisture Content Wood Property Near Infrared Spectroscopy Pinus Pinaste |
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 extrac- tives 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 gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters 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 characteri- zation of heat treated woods. |
publishDate |
2008 |
dc.date.none.fl_str_mv |
2008-07 2008-07-01T00:00:00Z 2021-03-04T18:10:08Z 2021-03-04T15:48:56Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.19/6655 |
url |
http://hdl.handle.net/10400.19/6655 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Esteves, B., Pereira, H. Quality assessment of heat-treated wood by NIR spectroscopy . Holz Roh Werkst 66, 323–332 (2008). https://doi.org/10.1007/s00107-008-0262-4 0018-3768 cv-prod-1568214 10.1007/s00107-008-0262-4 2-s2.0-52649090776 |
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.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799130915700473856 |