NIR Spectroscopy with Application of Chemometric Algorithms in Forensic Wood Analysis

A. Khokh, P. Voskanyan, A. Petrosyan
{"title":"NIR Spectroscopy with Application of Chemometric Algorithms in Forensic Wood Analysis","authors":"A. Khokh, P. Voskanyan, A. Petrosyan","doi":"10.30764/1819-2785-2022-3-18-25","DOIUrl":null,"url":null,"abstract":"The article addresses practical aspects of applying the spectroscopy in the near infrared region method when conducting forensic examinations of wood. Based on the obtained results, it has been concluded that the NIR spectra can be used as an informative indicator to determine the species of woody plants, as well as to track the origin of timber and to detect the facts of illegal logging. The authors demonstrate the possibility of interpreting the obtained spectral data using formal independent class analogy modeling and discriminant analysis of projections onto latent structures. They have also built stable workable classification models to differentiate Dipteryx odorata (Cumaru) and Dipteryx panamensis (Cumarurana), as well as common hornbeam (Carpinus betulus) of various geographical origin.","PeriodicalId":300595,"journal":{"name":"Theory and Practice of Forensic Science","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Theory and Practice of Forensic Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30764/1819-2785-2022-3-18-25","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The article addresses practical aspects of applying the spectroscopy in the near infrared region method when conducting forensic examinations of wood. Based on the obtained results, it has been concluded that the NIR spectra can be used as an informative indicator to determine the species of woody plants, as well as to track the origin of timber and to detect the facts of illegal logging. The authors demonstrate the possibility of interpreting the obtained spectral data using formal independent class analogy modeling and discriminant analysis of projections onto latent structures. They have also built stable workable classification models to differentiate Dipteryx odorata (Cumaru) and Dipteryx panamensis (Cumarurana), as well as common hornbeam (Carpinus betulus) of various geographical origin.
近红外光谱及其化学计量算法在法医木材分析中的应用
本文讨论了在木材法医检验中应用近红外光谱法的实际问题。结果表明,近红外光谱可以作为木本植物种类确定、木材来源跟踪和非法采伐事实的信息指标。作者证明了使用形式独立类类比建模和对潜在结构投影的判别分析来解释获得的光谱数据的可能性。他们还建立了稳定可行的分类模型,以区分不同地理来源的双翅鸟(Dipteryx odorata, Cumaru)和巴拿马双翅鸟(Dipteryx panamensis, Cumarurana),以及常见的角梁木(Carpinus betulus)。
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
自引率
0.00%
发文量
0
×
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
小红书