Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy

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.

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Publication Details

Journal
Canadian Journal of Forest Research
Published
2024-12-19
DOI
https://doi.org/10.1139/cjfr-2024-0270
Citations
1
Primary Topic
Textile materials and evaluations
Type
article
Field-Weighted Citation Impact
0.17
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article

Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy

Miho Kojima, Yohei Kurata, Hisashi Abe
1 citations
Canadian Journal of Forest Research
Textile materials and evaluations
0.17
article

Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy

Miho Kojima, Yohei Kurata, Hisashi Abe
article en
1 citations

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.

Canadian Journal of Forest ResearchVol. 55
Nihon University (JP), Fujisawa City Hospital (JP), Forestry and Forest Products Research Institute (JP)
Life in Land
Openalex Percentile: Top 55%
Textile materials and evaluations
0.17
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Nondestructive measurement of microfibril angle of wood by using near-infrared spectroscopy — Miho Kojima, Yohei Kurata, et al. · Canadian Journal of Forest Research (2024) | TGRS Research Map | TGRS