Improvement of surface water quality variables modelling that incorporates a hydro-meteorological factor: a state-space approach
In this work it is constructed a hydro-meteorological factor to improve the adjustment of statistical time series models, such as state space models, of water quality variables by observing hydrological series (recorded in time and space) in a River basin. The hydro-meteorological factor is incorpor...
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| Format: | conferenceObject |
| Language: | eng |
| Published: |
2012
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| Online Access: | http://hdl.handle.net/10773/6670 |
| Country: | Portugal |
| Oai: | oai:ria.ua.pt:10773/6670 |
| Summary: | In this work it is constructed a hydro-meteorological factor to improve the adjustment of statistical time series models, such as state space models, of water quality variables by observing hydrological series (recorded in time and space) in a River basin. The hydro-meteorological factor is incorporated as a covariate in multivariate state space models fitted to homogeneous groups of monitoring sites. Additionally, in the modelling process it is considered a latent variable that allows incorporating a structural component, such as seasonality, in a dynamic way. |
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