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Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Wang, L. | pt_BR |
dc.contributor.author | Simões, N. E. | pt_BR |
dc.contributor.author | Ochoa, S. | pt_BR |
dc.contributor.author | Leitão, J. P. | pt_BR |
dc.contributor.author | Pina, R. | pt_BR |
dc.contributor.author | Onof, C. | pt_BR |
dc.contributor.author | Sá Marques, A. | pt_BR |
dc.contributor.author | Maksimovic, C. | pt_BR |
dc.contributor.author | Carvalho, R. | pt_BR |
dc.contributor.author | David, L. M. | pt_BR |
dc.date.accessioned | 2011-12-21T18:30:16Z | pt_BR |
dc.date.accessioned | 2014-10-20T12:57:32Z | pt_BR |
dc.date.accessioned | 2017-04-12T11:05:06Z | - |
dc.date.available | 2011-12-21T18:30:16Z | pt_BR |
dc.date.available | 2014-10-20T12:57:32Z | pt_BR |
dc.date.available | 2017-04-12T11:05:06Z | - |
dc.date.issued | 2011-09 | pt_BR |
dc.identifier.uri | https://repositorio.lnec.pt/jspui/handle/123456789/1002862 | - |
dc.description.abstract | A more reliable flood forecasting could benefit from higher-resolution rainfall forecasts as inputs. However, the prediction lead time of the operational rainfall forecasting models will substantially diminish while sub-hourly (e.g., 5-min) rainfall forecasting is required. A method that integrates the SVM (Support Vector Machine) and Cascade-based downscaling techniques is therefore developed in this work to carry out high-resolution (5-min) precipitation forecasting with longer lead time (45-60 minutes). The 5-min raingauge observations from Coimbra (Portugal) are employed to assess the proposed methodology. A comparison with the conventional SVM is also conducted to study the possible benefit of using the proposed methodology to carry out shortterm rainfall forecasting. | pt_BR |
dc.language.iso | eng | pt_BR |
dc.publisher | IWA | pt_BR |
dc.rights | openAccess | pt_BR |
dc.subject | Support vector machine | pt_BR |
dc.subject | Cascade | pt_BR |
dc.subject | Log-poisson | pt_BR |
dc.subject | Rainfall forecasting | pt_BR |
dc.subject | Downscaling | pt_BR |
dc.title | An enhanced blend of SVM and Cascade methods for short-term rainfall forecasting | pt_BR |
dc.type | conferenceObject | pt_BR |
dc.description.figures | 6 | pt_BR |
dc.description.pages | 8p | pt_BR |
dc.description.comments | Em CD | pt_BR |
dc.identifier.seminario | 12th International Conference on Urban Drainage | pt_BR |
dc.identifier.local | Porto Alegre, Brasil | pt_BR |
dc.description.sector | DHA/NES | pt_BR |
dc.description.year | 2011 | pt_BR |
dc.description.data | 11 a 16 de Setembro | pt_BR |
Appears in Collections: | DHA/NES - Comunicações a congressos e artigos de revista |
Files in This Item:
File | Description | Size | Format | |
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Publ_David_Set2011-5_An enhanced.pdf | 26.95 kB | Adobe PDF | View/Open |
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