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Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics

A population study has been performed for Pakistani ballpoint pen inks of blue, black, red, and green colors (a total of four colors) commercially used in Pakistan. Ballpoint pen inks have been investigated and discriminated by using UV/Vis spectroscopy and FTIR spectroscopy. We have calculated and...

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Detalles Bibliográficos
Autores principales: Sharif, Mehwish, Chand, Sohail, Tirmazi, Syed Azhar Ali Shah, Farooq, Umar, Athar, Muhammad Makshoof, Batool, Madeeha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9391124/
https://www.ncbi.nlm.nih.gov/pubmed/35992558
http://dx.doi.org/10.1155/2022/7450539
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author Sharif, Mehwish
Chand, Sohail
Tirmazi, Syed Azhar Ali Shah
Farooq, Umar
Athar, Muhammad Makshoof
Batool, Madeeha
author_facet Sharif, Mehwish
Chand, Sohail
Tirmazi, Syed Azhar Ali Shah
Farooq, Umar
Athar, Muhammad Makshoof
Batool, Madeeha
author_sort Sharif, Mehwish
collection PubMed
description A population study has been performed for Pakistani ballpoint pen inks of blue, black, red, and green colors (a total of four colors) commercially used in Pakistan. Ballpoint pen inks have been investigated and discriminated by using UV/Vis spectroscopy and FTIR spectroscopy. We have calculated and compared the results in terms of discriminating power (DP). The statistical techniques of principal component analysis and cluster analysis have been applied on obtained data. By visual comparison, the best DP is obtained for green ballpoint pen inks, i.e., 0.866 by using UV/Vis spectroscopy and FTIR techniques. Black and red ballpoint pen inks showed the highest DPs by using UV/Vis spectroscopy; however, blue ballpoint pen inks got the highest DP by using FTIR spectroscopy. DP has been improved by using chemometric techniques and higher DPs are obtained as compared to visual examination.
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spelling pubmed-93911242022-08-20 Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics Sharif, Mehwish Chand, Sohail Tirmazi, Syed Azhar Ali Shah Farooq, Umar Athar, Muhammad Makshoof Batool, Madeeha Int J Anal Chem Research Article A population study has been performed for Pakistani ballpoint pen inks of blue, black, red, and green colors (a total of four colors) commercially used in Pakistan. Ballpoint pen inks have been investigated and discriminated by using UV/Vis spectroscopy and FTIR spectroscopy. We have calculated and compared the results in terms of discriminating power (DP). The statistical techniques of principal component analysis and cluster analysis have been applied on obtained data. By visual comparison, the best DP is obtained for green ballpoint pen inks, i.e., 0.866 by using UV/Vis spectroscopy and FTIR techniques. Black and red ballpoint pen inks showed the highest DPs by using UV/Vis spectroscopy; however, blue ballpoint pen inks got the highest DP by using FTIR spectroscopy. DP has been improved by using chemometric techniques and higher DPs are obtained as compared to visual examination. Hindawi 2022-08-12 /pmc/articles/PMC9391124/ /pubmed/35992558 http://dx.doi.org/10.1155/2022/7450539 Text en Copyright © 2022 Mehwish Sharif et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Sharif, Mehwish
Chand, Sohail
Tirmazi, Syed Azhar Ali Shah
Farooq, Umar
Athar, Muhammad Makshoof
Batool, Madeeha
Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title_full Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title_fullStr Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title_full_unstemmed Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title_short Investigation and Discrimination of Ballpoint Pen Inks by Analytical Techniques and Chemometrics
title_sort investigation and discrimination of ballpoint pen inks by analytical techniques and chemometrics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9391124/
https://www.ncbi.nlm.nih.gov/pubmed/35992558
http://dx.doi.org/10.1155/2022/7450539
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