A comparison of NIR spectroscopy and colour measurements for the classification of radiata pine timber thermally modified over a narrow temperature range

IF 2.4 3区 农林科学 Q1 FORESTRY
Armin Thumm, Rosie Sargent, Steven Dovey, Tripti Singh, Catherine Nicholson, Christina Howat, Joel Kidgell, Simon Hinkley
{"title":"A comparison of NIR spectroscopy and colour measurements for the classification of radiata pine timber thermally modified over a narrow temperature range","authors":"Armin Thumm,&nbsp;Rosie Sargent,&nbsp;Steven Dovey,&nbsp;Tripti Singh,&nbsp;Catherine Nicholson,&nbsp;Christina Howat,&nbsp;Joel Kidgell,&nbsp;Simon Hinkley","doi":"10.1007/s00107-025-02268-2","DOIUrl":null,"url":null,"abstract":"<div><p>The New Zealand Building Code is unique in the world in having prescribed durability requirements for all building elements, including interior timber such as flooring. Heavy metal preservatives are still used extensively for this purpose, despite being banned in many other countries. Thermal modification of wood increases timber durability without relying on chemical additives. This involves heating the wood in a carefully controlled environment with the modification settings being specific to the process and the species. Thermal modification induces chemical changes in the wood structure that can be identified using spectroscopy. Correlation of chemical changes to specific processing conditions for a particular wood species may then enable independent verification of the modification temperature. This is a crucial aspect of product compliance with the New Zealand Building Code. Without being able to verify the modification temperature, evidence of compliance with these stringent durability requirements is extremely difficult. In this study, near-infrared (NIR) spectroscopy was investigated as a tool for developing a quality assurance/quality control (QA/QC) methodology, to ascertain the claimed heat treatment levels have been applied to thermally modified timber products. NIR spectroscopy is also compared to techniques based on colour changes of heat-treated timber. It was found that a predictive classification model, based on NIR spectra from solid wood surfaces, was able to predict 100% correctly the 3 treatment levels of thermally modified timber used in this study (210 °C, 220 °C, 230 °C). It was superior to a L*, a*, and b* colour model (87% correct) and a visible colourimetry spectrum model (95% correct). </p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 3","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00107-025-02268-2.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Wood and Wood Products","FirstCategoryId":"88","ListUrlMain":"https://link.springer.com/article/10.1007/s00107-025-02268-2","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FORESTRY","Score":null,"Total":0}
引用次数: 0

Abstract

The New Zealand Building Code is unique in the world in having prescribed durability requirements for all building elements, including interior timber such as flooring. Heavy metal preservatives are still used extensively for this purpose, despite being banned in many other countries. Thermal modification of wood increases timber durability without relying on chemical additives. This involves heating the wood in a carefully controlled environment with the modification settings being specific to the process and the species. Thermal modification induces chemical changes in the wood structure that can be identified using spectroscopy. Correlation of chemical changes to specific processing conditions for a particular wood species may then enable independent verification of the modification temperature. This is a crucial aspect of product compliance with the New Zealand Building Code. Without being able to verify the modification temperature, evidence of compliance with these stringent durability requirements is extremely difficult. In this study, near-infrared (NIR) spectroscopy was investigated as a tool for developing a quality assurance/quality control (QA/QC) methodology, to ascertain the claimed heat treatment levels have been applied to thermally modified timber products. NIR spectroscopy is also compared to techniques based on colour changes of heat-treated timber. It was found that a predictive classification model, based on NIR spectra from solid wood surfaces, was able to predict 100% correctly the 3 treatment levels of thermally modified timber used in this study (210 °C, 220 °C, 230 °C). It was superior to a L*, a*, and b* colour model (87% correct) and a visible colourimetry spectrum model (95% correct).

近红外光谱和颜色测量在窄温度范围内热改性辐射松木材分类的比较
新西兰建筑规范在世界上是独一无二的,它对所有建筑元素都有规定的耐久性要求,包括室内木材,如地板。重金属防腐剂仍被广泛用于这一目的,尽管在许多其他国家被禁止使用。木材的热改性提高了木材的耐久性,而不依赖于化学添加剂。这包括在一个精心控制的环境中加热木材,修改设置是特定于过程和物种的。热改性引起木材结构的化学变化,这种变化可以用光谱学来识别。化学变化与特定木材种类的特定加工条件的相关性可以独立验证改性温度。这是产品符合新西兰建筑规范的关键方面。如果无法验证修改温度,则很难证明符合这些严格的耐久性要求。在本研究中,研究了近红外(NIR)光谱学,作为开发质量保证/质量控制(QA/QC)方法的工具,以确定所声称的热处理水平已应用于热改性木材产品。近红外光谱还与基于热处理木材颜色变化的技术进行了比较。研究发现,基于实木表面近红外光谱的预测分类模型能够100%正确地预测本研究中使用的热改性木材的3种处理水平(210°C, 220°C, 230°C)。它优于L*、a*和b*颜色模型(正确率为87%)和可见比色光谱模型(正确率为95%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
European Journal of Wood and Wood Products
European Journal of Wood and Wood Products 工程技术-材料科学:纸与木材
CiteScore
5.40
自引率
3.80%
发文量
124
审稿时长
6.0 months
期刊介绍: European Journal of Wood and Wood Products reports on original research and new developments in the field of wood and wood products and their biological, chemical, physical as well as mechanical and technological properties, processes and uses. Subjects range from roundwood to wood based products, composite materials and structural applications, with related jointing techniques. Moreover, it deals with wood as a chemical raw material, source of energy as well as with inter-disciplinary aspects of environmental assessment and international markets. European Journal of Wood and Wood Products aims at promoting international scientific communication and transfer of new technologies from research into practice.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信