Utilize este identificador para referenciar este registo:
http://hdl.handle.net/10773/15848
Título: | Structural Time Series Modeling: an Application to Environmental Variables |
Autor: | Costa, Marco Baturin, Olexandr Gonçalves, A. Manuela |
Palavras-chave: | River Ave Water quality variables Structural time series models State space models Kalman filter |
Data: | Jun-2016 |
Resumo: | A structural time series model is one which is set up in terms of components which have a direct interpretation. In this paper, the discussion focuses on the dynamic modeling procedure based on the state space approach (associated to the Kalman filter), in the context of surface water quality monitoring, in order to analyze and evaluate the temporal evolution of the environmental variables, and thus identify trends or possible changes in water quality (change point detection). The approach is applied to environmental time series: time series of surface water quality variables in a river basin. The statistical modeling procedure is applied to monthly values of physico- chemical variables measured in a network of 8 water monitoring sites over a 15-year period (1999-2014) in the River Ave hydrological basin located in the Northwest region of Portugal. |
Peer review: | yes |
URI: | http://hdl.handle.net/10773/15848 |
ISSN: | 978-84-608-8178-0 |
Versão do Editor: | biometria.sgapeio.es/ |
Aparece nas coleções: | CIDMA - Comunicações ESTGA - Comunicações PSG - Comunicações |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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Costa_Olexandr_Goncalves_BIOAPP2016.pdf | documento principal | 1.37 MB | Adobe PDF | Ver/Abrir |
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