Dorothy Parungao , António Candeias , João A. Lopes , Catarina Miguel
{"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}
引用次数: 0
Abstract
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.