Please use this identifier to cite or link to this item: http://repositorio.lnec.pt:8080/jspui/handle/123456789/1002862
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dc.contributor.authorWang, L.pt_BR
dc.contributor.authorSimões, N. E.pt_BR
dc.contributor.authorOchoa, S.pt_BR
dc.contributor.authorLeitão, J. P.pt_BR
dc.contributor.authorPina, R.pt_BR
dc.contributor.authorOnof, C.pt_BR
dc.contributor.authorSá Marques, A.pt_BR
dc.contributor.authorMaksimovic, C.pt_BR
dc.contributor.authorCarvalho, R.pt_BR
dc.contributor.authorDavid, L. M.pt_BR
dc.date.accessioned2011-12-21T18:30:16Zpt_BR
dc.date.accessioned2014-10-20T12:57:32Zpt_BR
dc.date.accessioned2017-04-12T11:05:06Z-
dc.date.available2011-12-21T18:30:16Zpt_BR
dc.date.available2014-10-20T12:57:32Zpt_BR
dc.date.available2017-04-12T11:05:06Z-
dc.date.issued2011-09pt_BR
dc.identifier.urihttps://repositorio.lnec.pt/jspui/handle/123456789/1002862-
dc.description.abstractA 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.isoengpt_BR
dc.publisherIWApt_BR
dc.rightsopenAccesspt_BR
dc.subjectSupport vector machinept_BR
dc.subjectCascadept_BR
dc.subjectLog-poissonpt_BR
dc.subjectRainfall forecastingpt_BR
dc.subjectDownscalingpt_BR
dc.titleAn enhanced blend of SVM and Cascade methods for short-term rainfall forecastingpt_BR
dc.typeconferenceObjectpt_BR
dc.description.figures6pt_BR
dc.description.pages8ppt_BR
dc.description.commentsEm CDpt_BR
dc.identifier.seminario12th International Conference on Urban Drainagept_BR
dc.identifier.localPorto Alegre, Brasilpt_BR
dc.description.sectorDHA/NESpt_BR
dc.description.year2011pt_BR
dc.description.data11 a 16 de Setembropt_BR
Appears in Collections:DHA/NES - Comunicações a congressos e artigos de revista

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