Differentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
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RIS BIB ENDNOTEDifferentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
Data publikacji: 26.03.2024
Problems of Forensic Sciences (Z Zagadnień Nauk Sądowych), 2023, 135, s. 255 - 268
https://doi.org/10.4467/12307483PFS.23.015.19431Autorzy
Differentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
Ink analysis is one of the most important and keydimension of forensic document examination (FDE). It is performed to compare, identify, characterize and discriminate different kinds of inks present on questioned document. It becomes key evidence in forensic document examination. In the present work, thirty-eight blue gel pens are discriminated using visible spectroscopy coupled with chemometric techniques. The recorded spectra were visually compared followed by chemometric techniques of principal component analysis (PCA) and linear discriminant analysis (LDA). Discriminating power for visual comparison, PCA and LDA are 58.18%, 100% and 100% respectively. Developed PCA model is validated and 100% accuracy, precision, sensitivity and specificity are achieved. Blue gel pen inks were 100% correctly differentiated on the basis of their brands using PCA followed by LDA. The utilized approach is fast and provides reproducible results. The results of present work demonstrate that potential utility of conventional and cost-effective visible spectroscopy can be improved by coupling it with these chemometric techniques. Major advantage of present research is the minimum damage caused to document. This study establishes a method which provides proof of concept discrimination of the gel pen samples. The methodology adopted in present work can be applied in the alteration cases in examination of suspected documents.
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Informacje: Problems of Forensic Sciences (Z Zagadnień Nauk Sądowych), 2023, 135, s. 255 - 268
Typ artykułu: Oryginalny artykuł naukowy
Tytuły:
Differentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
Differentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
Department of Chemistry, Biochemistry and Forensic Science, Amity School of Applied Sciences,
Amity University
Indie
Department of Forensic Science, Punjabi University, Patiala, Punjab, India
Department of Chemistry, Biochemistry and Forensic Science, Amity School of Applied Sciences,
Amity University
Indie
Department of Forensic Chemistry and Toxicology, Government Institute of Forensic Science, Aurangabad, MS India
University Institute of Pharmaceutical Sciences and Research, Baba Farid University of Health Sciences, Faridkot, Punjab, Indie
Department of Pharmaceutical Chemistry and Analysis, ISF College of Pharmacy, Moga, Punjab, Indie
Publikacja: 26.03.2024
Otrzymano: 05.05.2023
Zaakceptowano: 25.09.2023
Status artykułu: Otwarte
Licencja: CC BY-NC-ND
Udział procentowy autorów:
Korekty artykułu:
-Języki publikacji:
Angielski, PolskiLiczba wyświetleń: 256
Liczba pobrań: 181
Sugerowane cytowania: Vancouver