Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis

Wood basic density is indicative of several other wood properties and is considered as a key feature for many industrial applications. Near infrared spectroscopy (NIRS) is a fast, efficient technique that is capable of estimating that property. However, it should be improved in order to complement the often time-consuming and costly conventional method. Research on wood technological properties using near infrared spectroscopy has shown promising results. Thus the aim of this study was to evaluate the efficiency of near infrared spectroscopy for estimating wood basic density in both Eucalyptus urophylla and Eucalyptus grandis. The coefficients of determination of the predictive models for cross validation ranged between 0.74 and 0.86 and the ratio performance of deviation (RPD) ranged between 1.9 and 2.7. The application of spectral filter, detection and removal of outlier samples, and selection of variables (wavelength) improved the adjustment of calibrations, thereby reducing the standard error of calibration (SEC) and cross validation (SECV) as well as increasing the coefficient of determination (R2) and the RPD value. The technique of near infrared spectroscopy can therefore, be used for predicting wood basic density in Eucalyptus urophylla and Eucalyptus grandis.

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Main Authors: Gherardi Hein, Paulo Ricardo, Maioli Campos, Ana Carolina, Trugilho, Paulo Fernando, Tarcisio Lima, Jose, Chaix, Gilles
Format: article biblioteca
Language:eng
Subjects:K50 - Technologie des produits forestiers, U30 - Méthodes de recherche, F60 - Physiologie et biochimie végétale, Eucalyptus grandis, Eucalyptus urophylla, bois, qualité, densité, spectroscopie infrarouge, technique de prévision, efficacité d'utilisation, http://aims.fao.org/aos/agrovoc/c_2693, http://aims.fao.org/aos/agrovoc/c_26492, http://aims.fao.org/aos/agrovoc/c_8421, http://aims.fao.org/aos/agrovoc/c_6400, http://aims.fao.org/aos/agrovoc/c_2186, http://aims.fao.org/aos/agrovoc/c_28568, http://aims.fao.org/aos/agrovoc/c_3041, http://aims.fao.org/aos/agrovoc/c_36789, http://aims.fao.org/aos/agrovoc/c_4847,
Online Access:http://agritrop.cirad.fr/550752/
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spelling dig-cirad-fr-5507522024-01-28T17:27:33Z http://agritrop.cirad.fr/550752/ http://agritrop.cirad.fr/550752/ Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis. Gherardi Hein Paulo Ricardo, Maioli Campos Ana Carolina, Trugilho Paulo Fernando, Tarcisio Lima Jose, Chaix Gilles. 2009. Revista Cerne, 15 (2) : 133-141. Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis Gherardi Hein, Paulo Ricardo Maioli Campos, Ana Carolina Trugilho, Paulo Fernando Tarcisio Lima, Jose Chaix, Gilles eng 2009 Revista Cerne K50 - Technologie des produits forestiers U30 - Méthodes de recherche F60 - Physiologie et biochimie végétale Eucalyptus grandis Eucalyptus urophylla bois qualité densité spectroscopie infrarouge technique de prévision efficacité d'utilisation http://aims.fao.org/aos/agrovoc/c_2693 http://aims.fao.org/aos/agrovoc/c_26492 http://aims.fao.org/aos/agrovoc/c_8421 http://aims.fao.org/aos/agrovoc/c_6400 http://aims.fao.org/aos/agrovoc/c_2186 http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_3041 http://aims.fao.org/aos/agrovoc/c_36789 Minas Gerais http://aims.fao.org/aos/agrovoc/c_4847 Wood basic density is indicative of several other wood properties and is considered as a key feature for many industrial applications. Near infrared spectroscopy (NIRS) is a fast, efficient technique that is capable of estimating that property. However, it should be improved in order to complement the often time-consuming and costly conventional method. Research on wood technological properties using near infrared spectroscopy has shown promising results. Thus the aim of this study was to evaluate the efficiency of near infrared spectroscopy for estimating wood basic density in both Eucalyptus urophylla and Eucalyptus grandis. The coefficients of determination of the predictive models for cross validation ranged between 0.74 and 0.86 and the ratio performance of deviation (RPD) ranged between 1.9 and 2.7. The application of spectral filter, detection and removal of outlier samples, and selection of variables (wavelength) improved the adjustment of calibrations, thereby reducing the standard error of calibration (SEC) and cross validation (SECV) as well as increasing the coefficient of determination (R2) and the RPD value. The technique of near infrared spectroscopy can therefore, be used for predicting wood basic density in Eucalyptus urophylla and Eucalyptus grandis. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/closedAccess http://catalogue-bibliotheques.cirad.fr/cgi-bin/koha/opac-detail.pl?biblionumber=205817
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
F60 - Physiologie et biochimie végétale
Eucalyptus grandis
Eucalyptus urophylla
bois
qualité
densité
spectroscopie infrarouge
technique de prévision
efficacité d'utilisation
http://aims.fao.org/aos/agrovoc/c_2693
http://aims.fao.org/aos/agrovoc/c_26492
http://aims.fao.org/aos/agrovoc/c_8421
http://aims.fao.org/aos/agrovoc/c_6400
http://aims.fao.org/aos/agrovoc/c_2186
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3041
http://aims.fao.org/aos/agrovoc/c_36789
http://aims.fao.org/aos/agrovoc/c_4847
K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
F60 - Physiologie et biochimie végétale
Eucalyptus grandis
Eucalyptus urophylla
bois
qualité
densité
spectroscopie infrarouge
technique de prévision
efficacité d'utilisation
http://aims.fao.org/aos/agrovoc/c_2693
http://aims.fao.org/aos/agrovoc/c_26492
http://aims.fao.org/aos/agrovoc/c_8421
http://aims.fao.org/aos/agrovoc/c_6400
http://aims.fao.org/aos/agrovoc/c_2186
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3041
http://aims.fao.org/aos/agrovoc/c_36789
http://aims.fao.org/aos/agrovoc/c_4847
spellingShingle K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
F60 - Physiologie et biochimie végétale
Eucalyptus grandis
Eucalyptus urophylla
bois
qualité
densité
spectroscopie infrarouge
technique de prévision
efficacité d'utilisation
http://aims.fao.org/aos/agrovoc/c_2693
http://aims.fao.org/aos/agrovoc/c_26492
http://aims.fao.org/aos/agrovoc/c_8421
http://aims.fao.org/aos/agrovoc/c_6400
http://aims.fao.org/aos/agrovoc/c_2186
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3041
http://aims.fao.org/aos/agrovoc/c_36789
http://aims.fao.org/aos/agrovoc/c_4847
K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
F60 - Physiologie et biochimie végétale
Eucalyptus grandis
Eucalyptus urophylla
bois
qualité
densité
spectroscopie infrarouge
technique de prévision
efficacité d'utilisation
http://aims.fao.org/aos/agrovoc/c_2693
http://aims.fao.org/aos/agrovoc/c_26492
http://aims.fao.org/aos/agrovoc/c_8421
http://aims.fao.org/aos/agrovoc/c_6400
http://aims.fao.org/aos/agrovoc/c_2186
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3041
http://aims.fao.org/aos/agrovoc/c_36789
http://aims.fao.org/aos/agrovoc/c_4847
Gherardi Hein, Paulo Ricardo
Maioli Campos, Ana Carolina
Trugilho, Paulo Fernando
Tarcisio Lima, Jose
Chaix, Gilles
Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
description Wood basic density is indicative of several other wood properties and is considered as a key feature for many industrial applications. Near infrared spectroscopy (NIRS) is a fast, efficient technique that is capable of estimating that property. However, it should be improved in order to complement the often time-consuming and costly conventional method. Research on wood technological properties using near infrared spectroscopy has shown promising results. Thus the aim of this study was to evaluate the efficiency of near infrared spectroscopy for estimating wood basic density in both Eucalyptus urophylla and Eucalyptus grandis. The coefficients of determination of the predictive models for cross validation ranged between 0.74 and 0.86 and the ratio performance of deviation (RPD) ranged between 1.9 and 2.7. The application of spectral filter, detection and removal of outlier samples, and selection of variables (wavelength) improved the adjustment of calibrations, thereby reducing the standard error of calibration (SEC) and cross validation (SECV) as well as increasing the coefficient of determination (R2) and the RPD value. The technique of near infrared spectroscopy can therefore, be used for predicting wood basic density in Eucalyptus urophylla and Eucalyptus grandis.
format article
topic_facet K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
F60 - Physiologie et biochimie végétale
Eucalyptus grandis
Eucalyptus urophylla
bois
qualité
densité
spectroscopie infrarouge
technique de prévision
efficacité d'utilisation
http://aims.fao.org/aos/agrovoc/c_2693
http://aims.fao.org/aos/agrovoc/c_26492
http://aims.fao.org/aos/agrovoc/c_8421
http://aims.fao.org/aos/agrovoc/c_6400
http://aims.fao.org/aos/agrovoc/c_2186
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3041
http://aims.fao.org/aos/agrovoc/c_36789
http://aims.fao.org/aos/agrovoc/c_4847
author Gherardi Hein, Paulo Ricardo
Maioli Campos, Ana Carolina
Trugilho, Paulo Fernando
Tarcisio Lima, Jose
Chaix, Gilles
author_facet Gherardi Hein, Paulo Ricardo
Maioli Campos, Ana Carolina
Trugilho, Paulo Fernando
Tarcisio Lima, Jose
Chaix, Gilles
author_sort Gherardi Hein, Paulo Ricardo
title Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
title_short Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
title_full Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
title_fullStr Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
title_full_unstemmed Near infrared spectroscopy for estimating wood basic density in Eucalyptus urophylla and Eucalyptus grandis
title_sort near infrared spectroscopy for estimating wood basic density in eucalyptus urophylla and eucalyptus grandis
url http://agritrop.cirad.fr/550752/
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