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The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array

Chemical warfare agents pose significant threats in the 21st century, especially for armed forces. A colorimetric detection array was developed to identify warfare mimics, including mustard gas and nerve agents. In total, 188 sensors were screened to determine the best sensor performance, in order t...

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Autores principales: Kangas, Michael J., Ernest, Adreanna, Lukowicz, Rachel, Mora, Andres V., Quossi, Anais, Perez, Marco, Kyes, Nathan, Holmes, Andrea E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308461/
https://www.ncbi.nlm.nih.gov/pubmed/30563195
http://dx.doi.org/10.3390/s18124291
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author Kangas, Michael J.
Ernest, Adreanna
Lukowicz, Rachel
Mora, Andres V.
Quossi, Anais
Perez, Marco
Kyes, Nathan
Holmes, Andrea E.
author_facet Kangas, Michael J.
Ernest, Adreanna
Lukowicz, Rachel
Mora, Andres V.
Quossi, Anais
Perez, Marco
Kyes, Nathan
Holmes, Andrea E.
author_sort Kangas, Michael J.
collection PubMed
description Chemical warfare agents pose significant threats in the 21st century, especially for armed forces. A colorimetric detection array was developed to identify warfare mimics, including mustard gas and nerve agents. In total, 188 sensors were screened to determine the best sensor performance, in order to identify warfare mimics 2-chloro ethyl ethylsulfide, 2-2′-thiodiethanol, trifluoroacetic acid, methylphosphonic acid, dimethylphosphite, diethylcyanophosphonate, and diethyl (methylthiomethyl)phosphonate. The highest loadings in the principle component analysis (PCA) plots were used to identify the sensors that were most effective in analyzing the RGB data to classify the warfare mimics. The dataset was reduced to only twelve sensors, and PCA results gave comparable results as the large data did, demonstrating that only twelve sensors are needed to classify the warfare mimics.
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spelling pubmed-63084612019-01-04 The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array Kangas, Michael J. Ernest, Adreanna Lukowicz, Rachel Mora, Andres V. Quossi, Anais Perez, Marco Kyes, Nathan Holmes, Andrea E. Sensors (Basel) Article Chemical warfare agents pose significant threats in the 21st century, especially for armed forces. A colorimetric detection array was developed to identify warfare mimics, including mustard gas and nerve agents. In total, 188 sensors were screened to determine the best sensor performance, in order to identify warfare mimics 2-chloro ethyl ethylsulfide, 2-2′-thiodiethanol, trifluoroacetic acid, methylphosphonic acid, dimethylphosphite, diethylcyanophosphonate, and diethyl (methylthiomethyl)phosphonate. The highest loadings in the principle component analysis (PCA) plots were used to identify the sensors that were most effective in analyzing the RGB data to classify the warfare mimics. The dataset was reduced to only twelve sensors, and PCA results gave comparable results as the large data did, demonstrating that only twelve sensors are needed to classify the warfare mimics. MDPI 2018-12-06 /pmc/articles/PMC6308461/ /pubmed/30563195 http://dx.doi.org/10.3390/s18124291 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kangas, Michael J.
Ernest, Adreanna
Lukowicz, Rachel
Mora, Andres V.
Quossi, Anais
Perez, Marco
Kyes, Nathan
Holmes, Andrea E.
The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title_full The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title_fullStr The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title_full_unstemmed The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title_short The Identification of Seven Chemical Warfare Mimics Using a Colorimetric Array
title_sort identification of seven chemical warfare mimics using a colorimetric array
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308461/
https://www.ncbi.nlm.nih.gov/pubmed/30563195
http://dx.doi.org/10.3390/s18124291
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