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‘Tracheid effect’ light scattering response of common commercial species of Malaysia using red laser (650 nm) for grain angle detection, and machine learning based performance prediction

Crossref DOI link: https://doi.org/10.1007/s00226-025-01653-7

Published Online: 2025-05-07

Published Print: 2025-07

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Tan, Chiat Oon https://orcid.org/0000-0003-3890-1974
Ogata, Shigenobu https://orcid.org/0000-0002-9072-4496
Yap, Hwa Jen https://orcid.org/0000-0001-7637-9297
Soo, Jin Xue https://orcid.org/0009-0008-8407-5363
Usop, Zuriani https://orcid.org/0009-0007-5513-243X
Fauthan, Mohd ’Akashah https://orcid.org/0000-0002-5678-6845
Liew, Shaer Jin https://orcid.org/0000-0001-9471-9750
Ng, Siew-Cheok https://orcid.org/0000-0001-5133-0462
Funding

Funding for this research was provided by:

Japan Society for the Promotion of Science (JP23K20037, JP23K20037)

The University of Osaka
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Text and Data Mining valid from 2025-05-07

Version of Record valid from 2025-05-07
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Article History

Received: 10 October 2024

Accepted: 25 March 2025

First Online: 7 May 2025

Declarations

:

: No conflict of interest were identified in this research.

: Not applicable.

: All authors consent to the publication of this research paper.

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