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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9391124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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