Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy
dc.affiliation.institution | Forestry and Forest Products Research Institute | |
dc.affiliation.institution | Fujisawa | |
dc.affiliation.institution | Forestry and Forest Products Research Institute | |
dc.contributor.author | Kojima, Miho | |
dc.contributor.author | Kurata, Yohei | |
dc.contributor.author | Abe, Hisashi | |
dc.date.accepted | 2024-12-10 | |
dc.date.accessioned | 2025-03-12T22:01:16Z | |
dc.date.available | 2025-03-12T22:01:16Z | |
dc.date.issued | 2024-12-10 | |
dc.date.revised | 2024-12-09 | |
dc.date.submitted | 2024-10-07 | |
dc.description.abstract | Fast-growing tree species, such as Eucalyptus, are used extensively in plantations for timber, but their mechanical properties are not well understood, especially the microfibril angle (MFA), which affects wood stiffness. MFA measurement is complex and expensive, but near-infrared spectroscopy (NIRS) offers a non-destructive alternative. This study aims to evaluate the effectiveness of NIRS in predicting MFA across different regions and environments. The results showed that NIRS could predict MFA, but the accuracy varied. In Brazil, higher prediction accuracy was observed when data from multiple regions were combined. In Laos, the presence of juvenile wood significantly decreased prediction accuracy. Combining data from multiple sites improved prediction accuracy, but decreased accuracy when juvenile wood was included. The study concludes that effective MFA prediction models must consider regional and environmental differences. Creating region-specific models is necessary for reliable wood quality assessment using NIRS. This research underscores the potential of NIRS as a practical tool for wood quality evaluation, highlighting the importance of accounting for factors such as wood maturity and environmental conditions in developing robust predictive models. | |
dc.description.disclaimer | The presentation of the authors' names and (or) special characters in the title of the pdf file of the accepted manuscript may differ slightly from what is displayed on the item page. The information in the pdf file of the accepted manuscript reflects the original submission by the author. | |
dc.identifier.doi | 10.1139/cjfr-2024-0270 | |
dc.identifier.issn | 0045-5067 | |
dc.identifier.uri | https://hdl.handle.net/1807/142155 | |
dc.publication.journal | Canadian Journal of Forest Research | |
dc.publisher | Canadian Science Publishing | |
dc.title | Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy | |
dc.type | Research Article | |
dc.type | Article Post-Print |