Please use this identifier to cite or link to this item: http://hdl.handle.net/10773/14636
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dc.contributor.authorCosta, Marcopt
dc.contributor.authorMonteiro, Magdapt
dc.date.accessioned2015-09-09T14:10:13Zpt
dc.date.accessioned2018-01-16T15:31:12Z-
dc.date.available2015-09-09T14:10:13Zpt
dc.date.available2018-01-16T15:31:12Z-
dc.date.issued2015-09pt
dc.identifier.isbn978-953-51-2163-3pt
dc.identifier.urihttp://hdl.handle.net/10773/14636pt
dc.description.abstractThe focus of this work is on contributions to the analysis of time series of water quality variables. The study of these time series has characteristics related to data collection procedures, as well as to several economic and geographic aspects. Some characteristics of water quality variables pose challenges to their statistical modelling, namely, seasonality, change-point detection, the existence of outliers, etc. Some of these topics will be addressed in this chapter. The presentation of these topics is accompanied by the study of water quality data from the hydrological basin of the Vouga River and the Ria de Aveiro lagoon. In particular, statistical modelling is performed using data pertaining to the dissolved oxygen concentration variable (in mg/l) from the Carvoeiro water-monitoring site in the Vouga River basin. Section 2 discusses the area under study, while Section 3 presents a data descrip‐ tion with an exploratory analysis of the primary monitoring sites of the Vouga basin. Section 4 addresses the analysis of a time series through the decomposition into its main components and their treatment, while Section 5 presents the modelling of time series through a state space model approach.pt
dc.language.isoengpt
dc.publisherIntechpt
dc.rightsopenAccesspor
dc.subjectWater qualitypt
dc.subjectRiver Vougapt
dc.subjectTime series modelingpt
dc.subjectState space modelpt
dc.subjectKalman filterpt
dc.titleStatistical modelling of water quality time series: the River Vouga basin case studypt
dc.typebookPartpt
degois.publication.firstPage149pt
degois.publication.issueVIpt
degois.publication.lastPage175pt
degois.publication.titleResearch and Practices in Water Qualitypt
dc.relation.publisherversionhttp://www.intechopen.com/books/pt
Appears in Collections:CIDMA - Capítulo de livro
ESTGA - Capítulo de livro
PSG - Capítulo de livro

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