Near infrared spectroscopy to evaluate composition of agro-based particleboards

Maioli Campos Ana Carolina, Gherardi Hein Paulo Ricardo, Mendes Rafael Farinassi, Mendes Lourival Marin, Chaix Gilles. 2009. Near infrared spectroscopy to evaluate composition of agro-based particleboards. BioResources, 4 (3) : pp. 1058-1069.

Journal article ; Article de revue à facteur d'impact Revue en libre accès total
Published version - Anglais
Use under authorization by the author or CIRAD.

Télécharger (1MB) | Preview


Abstract : Particleboards can be manufactured from particles of any lignin-cellulosic material that can be combined with an adhesive and consolidated under the action of temperature and pressure. Because the raw materials in the industrial process are continually changing, the particleboard industry requires methods for monitoring the quality of their products. Hence, the aim of this paper was to evaluate the composition of the agro-based particleboards by near infrared spectroscopy. In this study, agro-based particleboards produced with different compositions of Eucalyptus and Pinus wood particles and sugar cane bagasse were evaluated by NIR spectroscopy and partial least square (PLS) regression. The PLS models to estimate the Eucalyptus and Pinus particles and sugar cane bagasse contents presented a strong coefficient of determination (0.90, 0.88 and 0.84, respectively), but also high magnitudes of standard errors of cross-validation were observed (ranging from 8.84 to 11.27%). Development work would be required in order to reduce the standard errors and improve predictive model performance to build robust models that could be applied as quality control tool. (Résumé d'auteur)

Mots-clés Agrovoc : Pinus oocarpa, Eucalyptus urophylla, Panneau dérivé du bois, Bagasse, Saccharum officinarum, Spectroscopie infrarouge

Mots-clés géographiques Agrovoc : Minas Gerais

Classification Agris : U30 - Research methods
K50 - Processing of forest products

Champ stratégique Cirad : Hors axes (2005-2013)

Auteurs et affiliations

  • Maioli Campos Ana Carolina, UFLA (BRA)
  • Gherardi Hein Paulo Ricardo
  • Mendes Rafael Farinassi, UFLA (BRA)
  • Mendes Lourival Marin, UFLA (BRA)
  • Chaix Gilles, CIRAD-BIOS-UPR Génétique forestière (FRA) ORCID: 0000-0003-2015-0551

Autres liens de la publication

Source : Cirad - Agritrop (

View Item (staff only) View Item (staff only)

[ Page générée et mise en cache le 2021-02-25 ]