NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L

7 Pág.

Bibliographic Details
Authors: Ruano, Antonio, Zitek, Andreas, Hinterstoisser, Barbara, Hermoso Prieto, Eva
Format: article
Status:Published version
Publication Date:2019
Country:España
Institution:Consejo Superior de Investigaciones Científicas (CSIC)
Repository:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/367298
Online Access:http://hdl.handle.net/10261/367298
https://api.elsevier.com/content/abstract/scopus_id/85062219869
Access Level:Open access
Keyword:Juvenile wood
Mature wood
NIR hyperspectral imaging
Pinus sylvestris
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spelling NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris LRuano, AntonioZitek, AndreasHinterstoisser, BarbaraHermoso Prieto, EvaJuvenile woodMature woodNIR hyperspectral imagingPinus sylvestris7 Pág.The ratio of juvenile wood (jW) to mature wood (mW) is relevant for structural wood applications because of their different properties. Near infrared-hyperspectral imaging (NIR-HI) indicates after calibration, the spatial distribution of jW and mW, and this approach is less time consuming than the established micro X-ray densitometry (μXRD). In the present study, a comparative detection of the jW and mW of Pinus sylvestris L. was performed by NIR-HI and μXRD and the NIR-HI results were evaluated in combination with three chemometric approaches, namely, the principal component analysis (PCA), partitional k-means unsupervised classification (p-k-mUC) and partial least squares discriminant analysis (PLS-DA) in the range of 900-1700 nm. The best NIR-HI results can be obtained when the transition point of earlywood (EW) and latewood (LW) are assessed separately by PLS-DA. The presented results are useful for an automating data evaluation and simplified data collection.This study has been carried out with the support of the Ministry of Economy and Competitivity of the Government of Spain through the Project RTA2014-00005-00-00, and the Training Program for Research Staff (FPI-INIA).Peer reviewedWalter de GruyterMinisterio de Economía y Competitividad (España)Ruano, Antonio [0000-0002-9684-1458]Zitek, Andreas [0000-0001-8555-7593]Hinterstoisser, Barbara [0000-0002-9517-8084]Hermoso Prieto, Eva [0000-0002-0439-6319]Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202420242019info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10261/367298https://api.elsevier.com/content/abstract/scopus_id/85062219869reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/MINECO//RTA2014-00005-00-00Instituto de Ciencias Forestales (ICIFOR)https://doi.org/10.1515/hf-2018-0186Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3672982026-05-22T06:33:51Z
dc.title.none.fl_str_mv NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
title NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
spellingShingle NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
Ruano, Antonio
Juvenile wood
Mature wood
NIR hyperspectral imaging
Pinus sylvestris
title_short NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
title_full NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
title_fullStr NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
title_full_unstemmed NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
title_sort NIR hyperspectral imaging (NIR-HI) and μxRD for determination of the transition between juvenile and mature wood of Pinus sylvestris L
dc.creator.none.fl_str_mv Ruano, Antonio
Zitek, Andreas
Hinterstoisser, Barbara
Hermoso Prieto, Eva
author Ruano, Antonio
author_facet Ruano, Antonio
Zitek, Andreas
Hinterstoisser, Barbara
Hermoso Prieto, Eva
author_role author
author2 Zitek, Andreas
Hinterstoisser, Barbara
Hermoso Prieto, Eva
author2_role author
author
author
dc.contributor.none.fl_str_mv Ministerio de Economía y Competitividad (España)
Ruano, Antonio [0000-0002-9684-1458]
Zitek, Andreas [0000-0001-8555-7593]
Hinterstoisser, Barbara [0000-0002-9517-8084]
Hermoso Prieto, Eva [0000-0002-0439-6319]
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Juvenile wood
Mature wood
NIR hyperspectral imaging
Pinus sylvestris
topic Juvenile wood
Mature wood
NIR hyperspectral imaging
Pinus sylvestris
description 7 Pág.
publishDate 2019
dc.date.none.fl_str_mv 2019
2024
2024
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/367298
https://api.elsevier.com/content/abstract/scopus_id/85062219869
url http://hdl.handle.net/10261/367298
https://api.elsevier.com/content/abstract/scopus_id/85062219869
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/MINECO//RTA2014-00005-00-00
Instituto de Ciencias Forestales (ICIFOR)
https://doi.org/10.1515/hf-2018-0186
Sí
dc.rights.none.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 Walter de Gruyter
publisher.none.fl_str_mv Walter de Gruyter
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869405496948031488
score 15,81155

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