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Near infrared spectroscopy for estimating sugarcane bagasse content in medium density fiberboard

Belini Ugo Leandro, Hein Paulo Ricardo Gherardi, Tomazello Filho Mario, Rodrigues José Carlos, Chaix Gilles. 2011. Near infrared spectroscopy for estimating sugarcane bagasse content in medium density fiberboard. BioResources, 6 (2) : pp. 1816-1829.

Journal article ; Article de revue à facteur d'impact Revue en libre accès total
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Quartile : Q1, Sujet : MATERIALS SCIENCE, PAPER & WOOD

Abstract : Medium density fiberboard (MDF) is an engineered wood product formed by breaking down selected lignin-cellulosic material residuals into fibers, combining it with wax and a resin binder, and then forming panels by applying high temperature and pressure. Because the raw material in the industrial process is ever-changing, the panel industry requires methods for monitoring the composition of their products. The aim of this study was to estimate the ratio of sugarcane (SC) bagasse to Eucalyptus wood in MDF panels using near infrared (NIR) spectroscopy. Principal component analysis (PCA) and partial least square (PLS) regressions were performed. MDF panels having different bagasse contents were easily distinguished from each other by the PCA of their NIR spectra with clearly different patterns of response. The PLS-R models for SC content of these MDF samples presented a strong coefficient of determination (0.96) between the NIR-predicted and Lab-determined values and a low standard error of prediction (-1.5%) in the cross-validations. A key role of resins (adhesives), cellulose, and lignin for such PLS-R calibrations was shown. PLS-DA model correctly classified ninety-four percent of MDF samples by cross-validations and ninety-eight percent of the panels by independent test set. These NIR-based models can be useful to quickly estimate sugarcane bagasse vs. Eucalyptus wood content ratio in unknown MDF samples and to verify the quality of these engineered wood products in an online process. (Résumé d'auteur)

Mots-clés Agrovoc : Bagasse, Eucalyptus grandis, Spectroscopie infrarouge, Bois, Saccharum officinarum

Mots-clés géographiques Agrovoc : Sao Paulo

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

Champ stratégique Cirad : Hors axes (2005-2013)

Auteurs et affiliations

  • Belini Ugo Leandro, Universidade de São Paulo (BRA)
  • Hein Paulo Ricardo Gherardi
  • Tomazello Filho Mario, Universidade de São Paulo (BRA)
  • Rodrigues José Carlos, Instituto Investigaçao Cientifica Tropical (PRT)
  • Chaix Gilles, CIRAD-BIOS-UMR AGAP (FRA) ORCID: 0000-0003-2015-0551

Autres liens de la publication

Source : Cirad - Agritrop (https://agritrop.cirad.fr/559640/)

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