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Publicação:
PRINCIPAL COMPONENT ANALYSIS TO CHECK THE RELATION AMONG METEOROGICAL VARIABLES AND PM10 CONCENTRATION

dc.contributor.authorPozza, Simone Andrea
dc.contributor.authorNogarotto, Danilo Covaes [UNESP]
dc.contributor.authorGarcia De Lima, Marla Rubia [UNESP]
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2020-12-10T17:26:59Z
dc.date.available2020-12-10T17:26:59Z
dc.date.issued2020-01-01
dc.description.abstractIt's known that meteorological variables are directly related to the behavior of atmospheric pollutants. This work aimed at studying the influence of some meteorological variables (temperature, wind speed and relative humidity) in the variation of inhalable Particulate Matter concentration (PM10). The study used data collected from 2010 to 2014, in cities Americana, Jundiai, Paulinia and Piracicaba, located in Sao Paulo State. The relation among meteorological variables and PM10 was studied by Principal Component Analysis (PCA). It was obtained that three Principals Components explained more than 90% of data variability. Besides, it was found that PM10 and relative humidity had a stronger correlation (around 42%).en
dc.description.affiliationUniv Estadual Campinas, Campinas, SP, Brazil
dc.description.affiliationUniv Estadual Paulista, Sao Paulo, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Sao Paulo, Brazil
dc.format.extent17
dc.identifierhttp://dx.doi.org/10.15628/holos.2020.8649
dc.identifier.citationHolos. Rio Grande Do Norte: Centro Federal Educacao Tecnologica Rio Grande Norte, v. 36, n. 1, 17 p., 2020.
dc.identifier.doi10.15628/holos.2020.8649
dc.identifier.issn1518-1634
dc.identifier.urihttp://hdl.handle.net/11449/195214
dc.identifier.wosWOS:000514838300017
dc.language.isopor
dc.publisherCentro Federal Educacao Tecnologica Rio Grande Norte
dc.relation.ispartofHolos
dc.sourceWeb of Science
dc.subjectMeteorological data
dc.subjectParticulate Matter
dc.subjectPCA
dc.titlePRINCIPAL COMPONENT ANALYSIS TO CHECK THE RELATION AMONG METEOROGICAL VARIABLES AND PM10 CONCENTRATIONen
dc.typeArtigo
dcterms.rightsHolderCentro Federal Educacao Tecnologica Rio Grande Norte
dspace.entity.typePublication

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