Spectroscopic techniques and chemometrics for ink analysis: Document analysis application

dc.contributor.authorMirzanli, Ummugulsum
dc.contributor.authorGuzel, Pelin
dc.contributor.authorAkbay, Nuriye
dc.date.accessioned2025-05-10T19:43:35Z
dc.date.issued2025
dc.departmentİstanbul Medeniyet Üniversitesi
dc.description.abstractThis study represents a methodology to determine the falsified documents via a combined method of spectroscopic techniques and chemometrics. The techniques of UV-Vis and FTIR-ATR spectroscopies and principal component analysis methods have been applied to black, blue, and red ballpoint pens available in the T & uuml;rkiye market. The analysis results of the applied spectroscopic techniques were found to be consistent with each other for the examined eleven ink samples from three different brands, and it was observed that FTIR-ATR spectroscopy had higher discriminative power. A dried sample preparation technique developed for small amounts of samples for FTIR-ATR measurements and the increased the sensitivity of FTIR-ATR technique was associated with this sample preparation method. Statistical techniques showed that the UV-Vis technique proves useful outcomes in distinguishing inks according to their colors, whereas the FTIR-ATR technique is valuable for identifying ink brands. Additional analysis of the sub-brand of black inks and falsified old-dated check sample analysis validated that our methodology has the potential to classify and identify ballpoint inks in forensic applications. Due to the limited sample quantity available for analysis in real samples, only FTIR-ATR analysis was possible, and the results demonstrated that document forgery could be detected from small parts of samples in the document. When we look at the overall outcome of this study, a comprehensive methodology enriched with statistical calculations has been proposed that can be applied even in a laboratory with limited resources, having only UV-Vis and FTIR-ATR capabilities.
dc.description.sponsorshipWe sincerely thank Maruf Akbay for providing the check samples used in this study.
dc.identifier.doi10.1016/j.saa.2024.125167
dc.identifier.issn1386-1425
dc.identifier.issn1873-3557
dc.identifier.pmid39357250
dc.identifier.scopus2-s2.0-85205310706
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.saa.2024.125167
dc.identifier.urihttps://hdl.handle.net/20.500.14730/10667
dc.identifier.volume326
dc.identifier.wosWOS:001330816000001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherPergamon-Elsevier Science Ltd
dc.relation.ispartofSpectrochimica Acta Part A-Molecular and Biomolecular Spectroscopy
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250302
dc.subjectForensic sciences
dc.subjectInks analysis
dc.subjectChemometrics
dc.subjectPrincipal component analysis
dc.subjectHierarchical cluster analysis
dc.titleSpectroscopic techniques and chemometrics for ink analysis: Document analysis application
dc.typeArticle

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