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dc.contributor.authorArroyo Puente, Ángel 
dc.contributor.authorCambra Baseca, Carlos 
dc.contributor.authorHerrero Cosío, Álvaro 
dc.contributor.authorTricio Gómez, Verónica 
dc.contributor.authorCorchado, Emilio 
dc.date.accessioned2023-01-17T11:48:36Z
dc.date.available2023-01-17T11:48:36Z
dc.date.issued2019-08
dc.identifier.issn1367-0751
dc.identifier.urihttp://hdl.handle.net/10259/7255
dc.description.abstractThis study presents the application of self-organizing maps to air-quality data in order to analyze episodes of high pollution in Madrid (Spain’s capital city). The goal of this work is to explore the dataset and then compare several scenarios with similar atmospheric conditions (periods of high Nitrogen dioxide concentration): some of them when no actions were taken and some when traffic restrictions were imposed. The levels of main pollutants, recorded at these stations for eleven days at four different times from 2015 to 2018, are analyzed in order to determine the effectiveness of the anti-pollution measures. The visualization of trajectories on the self-organizing map let us clearly see the evolution of pollution levels and consequently evaluate the effectiveness of the taken measures, after and during the protocol activation time.en
dc.format.mimetypeapplication/pdf
dc.language.isoenges
dc.publisherOxford University Presses
dc.relation.ispartofLogic Journal of the IGPL. 2019, V. 28, n. 4, p. 596-614es
dc.subjectAir qualityen
dc.subjectTime evolutionen
dc.subjectSelf-organizing mapsen
dc.subjectTrajectoriesen
dc.subjectData visualizationen
dc.subject.otherInformáticaes
dc.subject.otherComputer scienceen
dc.titleSelf-Organizing Maps to Validate Anti-Pollution Policiesen
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.relation.publisherversionhttps://doi.org/10.1093/jigpal/jzz049es
dc.identifier.doi10.1093/jigpal/jzz049
dc.identifier.essn1368-9894
dc.journal.titleLogic Journal of the IGPLes
dc.volume.number28es
dc.issue.number4es
dc.page.initial596es
dc.page.final614es
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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