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Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise

Normative regulations on benzene in fuels and urban management strategies are expected to improve air quality. The present study deals with the application of self-organizing maps (SOMs) in order to explore the spatiotemporal variations of benzene, toluene, ethylbenzene, and xylene levels in an urba...

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Autores principales: Astel, Aleksander Maria, Giorgini, Luigi, Mistaro, Andrea, Pellegrini, Italo, Cozzutto, Sergio, Barbieri, Pierluigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3618885/
https://www.ncbi.nlm.nih.gov/pubmed/23576825
http://dx.doi.org/10.1007/s11270-013-1503-7
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author Astel, Aleksander Maria
Giorgini, Luigi
Mistaro, Andrea
Pellegrini, Italo
Cozzutto, Sergio
Barbieri, Pierluigi
author_facet Astel, Aleksander Maria
Giorgini, Luigi
Mistaro, Andrea
Pellegrini, Italo
Cozzutto, Sergio
Barbieri, Pierluigi
author_sort Astel, Aleksander Maria
collection PubMed
description Normative regulations on benzene in fuels and urban management strategies are expected to improve air quality. The present study deals with the application of self-organizing maps (SOMs) in order to explore the spatiotemporal variations of benzene, toluene, ethylbenzene, and xylene levels in an urban atmosphere. Temperature, wind speed, and concentration values of these four volatile organic compounds were measured after passive sampling at 21 different sampling sites located in the city of Trieste (Italy) in the framework of a multi-year long-term monitoring program. SOM helps in defining pollution patterns and changes in the urban context, showing clear improvements for what concerns benzene, toluene, ethylbenzene, and xylene concentrations in air for the 2001–2008 timeframe.
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spelling pubmed-36188852013-04-08 Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise Astel, Aleksander Maria Giorgini, Luigi Mistaro, Andrea Pellegrini, Italo Cozzutto, Sergio Barbieri, Pierluigi Water Air Soil Pollut Article Normative regulations on benzene in fuels and urban management strategies are expected to improve air quality. The present study deals with the application of self-organizing maps (SOMs) in order to explore the spatiotemporal variations of benzene, toluene, ethylbenzene, and xylene levels in an urban atmosphere. Temperature, wind speed, and concentration values of these four volatile organic compounds were measured after passive sampling at 21 different sampling sites located in the city of Trieste (Italy) in the framework of a multi-year long-term monitoring program. SOM helps in defining pollution patterns and changes in the urban context, showing clear improvements for what concerns benzene, toluene, ethylbenzene, and xylene concentrations in air for the 2001–2008 timeframe. Springer Netherlands 2013-03-16 2013 /pmc/articles/PMC3618885/ /pubmed/23576825 http://dx.doi.org/10.1007/s11270-013-1503-7 Text en © The Author(s) 2013 https://creativecommons.org/licenses/by-nc/2.0/ Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
spellingShingle Article
Astel, Aleksander Maria
Giorgini, Luigi
Mistaro, Andrea
Pellegrini, Italo
Cozzutto, Sergio
Barbieri, Pierluigi
Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title_full Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title_fullStr Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title_full_unstemmed Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title_short Urban BTEX Spatiotemporal Exposure Assessment by Chemometric Expertise
title_sort urban btex spatiotemporal exposure assessment by chemometric expertise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3618885/
https://www.ncbi.nlm.nih.gov/pubmed/23576825
http://dx.doi.org/10.1007/s11270-013-1503-7
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