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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2013
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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. |
format | Online Article Text |
id | pubmed-3618885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
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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