Dorothy Parungao , António Candeias , João A. Lopes , Catarina Miguel
{"title":"利用原位光谱技术研究历史象牙的来源","authors":"Dorothy Parungao , António Candeias , João A. Lopes , Catarina Miguel","doi":"10.1016/j.culher.2024.05.018","DOIUrl":null,"url":null,"abstract":"<div><p>Ivory trafficking is a multifaceted problem that has long endangered the fate of African and Asian elephants. In field investigations, it is essential to conduct ivory inspections in a nondestructive manner to prevent the inclusion of noncompliant materials. In this research, a practical approach to identify Asian and African elephants’ ivories was developed using an integrated methodology of art history, vibrational spectroscopy, and chemometrics. Spectra were acquired by an FT-IR spectrometer and a fiber optics reflectance spectrometer (FORS) in the Vis-NIR region. The discriminant methods were calibrated with spectra acquired from Asian and African elephant ivory tusks and applied to historic ivory objects (<em>n</em> = 78) of uncertain origin. Models based on the chemometric methods Principal Component Analysis (PCA) and Partial Least Squares -Discriminant Analysis (PLS-DA) were able to successfully classify ivory objects into Asian and African ivory, with an estimated true prediction rate (TPR) of 99 % both for African and Asian ivory samples. This study demonstrated the potential of FT-IR spectroscopy and FORS with chemometric methods as suitable tools for ivory investigations, aiding to the existing set of ivory trafficking prevention methods.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"68 ","pages":"Pages 205-215"},"PeriodicalIF":3.5000,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the use of in-situ spectroscopic techniques for the study of the provenance of historic ivories\",\"authors\":\"Dorothy Parungao , António Candeias , João A. Lopes , Catarina Miguel\",\"doi\":\"10.1016/j.culher.2024.05.018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Ivory trafficking is a multifaceted problem that has long endangered the fate of African and Asian elephants. In field investigations, it is essential to conduct ivory inspections in a nondestructive manner to prevent the inclusion of noncompliant materials. In this research, a practical approach to identify Asian and African elephants’ ivories was developed using an integrated methodology of art history, vibrational spectroscopy, and chemometrics. Spectra were acquired by an FT-IR spectrometer and a fiber optics reflectance spectrometer (FORS) in the Vis-NIR region. The discriminant methods were calibrated with spectra acquired from Asian and African elephant ivory tusks and applied to historic ivory objects (<em>n</em> = 78) of uncertain origin. Models based on the chemometric methods Principal Component Analysis (PCA) and Partial Least Squares -Discriminant Analysis (PLS-DA) were able to successfully classify ivory objects into Asian and African ivory, with an estimated true prediction rate (TPR) of 99 % both for African and Asian ivory samples. This study demonstrated the potential of FT-IR spectroscopy and FORS with chemometric methods as suitable tools for ivory investigations, aiding to the existing set of ivory trafficking prevention methods.</p></div>\",\"PeriodicalId\":15480,\"journal\":{\"name\":\"Journal of Cultural Heritage\",\"volume\":\"68 \",\"pages\":\"Pages 205-215\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2024-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cultural Heritage\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1296207424001249\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"ARCHAEOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cultural Heritage","FirstCategoryId":"103","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1296207424001249","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ARCHAEOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
象牙贩运是一个多方面的问题,长期以来一直危及非洲象和亚洲象的命运。在实地调查中,必须以无损的方式进行象牙检查,以防止将不符合要求的材料包括在内。本研究采用艺术史、振动光谱学和化学计量学的综合方法,开发了一种识别亚洲象和非洲象牙的实用方法。光谱由傅立叶变换红外光谱仪和光纤反射光谱仪(FORS)在可见光-近红外区域采集。使用从亚洲象和非洲象牙中获取的光谱对判别方法进行了校准,并将其应用于来源不明的历史象牙物品(n = 78)。基于化学计量学方法主成分分析(PCA)和偏最小二乘法判别分析(PLS-DA)的模型能够成功地将象牙制品分为亚洲象牙和非洲象牙,非洲和亚洲象牙样品的真实预测率(TPR)估计均为 99%。这项研究证明了傅立叶变换红外光谱和 FORS 与化学计量学方法作为象牙调查的合适工具的潜力,有助于现有的一套象牙贩运预防方法。
On the use of in-situ spectroscopic techniques for the study of the provenance of historic ivories
Ivory trafficking is a multifaceted problem that has long endangered the fate of African and Asian elephants. In field investigations, it is essential to conduct ivory inspections in a nondestructive manner to prevent the inclusion of noncompliant materials. In this research, a practical approach to identify Asian and African elephants’ ivories was developed using an integrated methodology of art history, vibrational spectroscopy, and chemometrics. Spectra were acquired by an FT-IR spectrometer and a fiber optics reflectance spectrometer (FORS) in the Vis-NIR region. The discriminant methods were calibrated with spectra acquired from Asian and African elephant ivory tusks and applied to historic ivory objects (n = 78) of uncertain origin. Models based on the chemometric methods Principal Component Analysis (PCA) and Partial Least Squares -Discriminant Analysis (PLS-DA) were able to successfully classify ivory objects into Asian and African ivory, with an estimated true prediction rate (TPR) of 99 % both for African and Asian ivory samples. This study demonstrated the potential of FT-IR spectroscopy and FORS with chemometric methods as suitable tools for ivory investigations, aiding to the existing set of ivory trafficking prevention methods.
期刊介绍:
The Journal of Cultural Heritage publishes original papers which comprise previously unpublished data and present innovative methods concerning all aspects of science and technology of cultural heritage as well as interpretation and theoretical issues related to preservation.