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Hyperspectral imaging and chemometrics reveal wood acetylation on different spatial scales

Year of publication

2021

Authors

Mäkelä, Mikko; Altgen, Michael; Belt, Tiina; Rautkari, Lauri

Abstract

Acetylation is a chemical treatment method commonly used to improve the hygroscopic properties of wood. Although acetylation has been industrially used for decades, its effects on the different hierarchical structures of wood are still poorly understood. In the laboratory, acetylation is generally measured gravimetrically. Weighing a sample before and after the modification procedure provides an indirect measure of the degree of acetylation within the entire sample but does not provide detailed information on the different structural regions of wood. Here, we determined acetylation of wood surfaces using hyperspectral near-infrared image regression. Our results show significant differences in the acetylation of earlywood and latewood, which suggests different durations for complete acetylation of earlywood and latewood cells. We have also illustrated our findings on the wood cell level based on the chemical differences in earlywood and latewood cell walls using cluster analysis of Raman images. These findings are an important step in understanding how chemical treatment affects the different hierarchical structures of wood on different spatial scales.
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Organizations and authors

Aalto University

Rautkari Lauri Orcid -palvelun logo

Altgen Michael

Belt Tiina

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Publisher

SPRINGER

Volume

56

Issue

8

Pages

5053-5066

​Publication forum

60948

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

Yes

Other information

Fields of science

Mechanical engineering; Materials engineering

Keywords

[object Object]

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1007/s10853-020-05597-0

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes