FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2187492776> ?p ?o ?g. }

• W2187492776 abstract "Accurate streamflow predictions are crucial for mitigating flood damage and addressing operational flood scenarios. In recent years, sequential data assimilation methods have drawn attention due to their potential to handle explicitly the various sources of uncertainty in hydrologic models. In this study, we implement two ensemble-based sequential data assimilation methods for streamflow forecasting via the particle filters and the ensemble Kalman filter (EnKF). Among variations of filters, the ensemble square root filter (EnSRF) and the lagged regularized particle filter (LRPF) are implemented for a distributed hydrologic model. Two methods are applied for short-term flood forecasting in a small-sized catchment located in Japan (<1000 km 2 ). Soil moisture contents are perturbed by process noises and model ensembles are updated by streamflow observation at the outlet. In the case of the LRPF, state updating is performed through a lag-time window to take into account the different response times of hydrologic processes. For different flood events and various forecast lead times, LRPF forecasts outperform EnSRF forecasts and deterministic cases. The EnSRF shows limited performance in both forecasting accuracy and probabilistic intervals, which require introduction of a lag-time window in the filtering processes." @default.
• W2187492776 created "2016-06-24" @default.
• W2187492776 creator A5014302969 @default.
• W2187492776 creator A5016516411 @default.
• W2187492776 creator A5055847767 @default.
• W2187492776 creator A5091233480 @default.
• W2187492776 date "2013-01-01" @default.
• W2187492776 modified "2023-09-26" @default.
• W2187492776 title "Sequential data assimilation for streamflow forecasting using a distributed hydrologic model: particle filtering and ensemble Kalman filtering" @default.
• W2187492776 cites W116417043 @default.
• W2187492776 cites W1507471273 @default.
• W2187492776 cites W1513008779 @default.
• W2187492776 cites W1761851204 @default.
• W2187492776 cites W1823263079 @default.
• W2187492776 cites W1989259839 @default.
• W2187492776 cites W2001250891 @default.
• W2187492776 cites W2002118821 @default.
• W2187492776 cites W2039983154 @default.
• W2187492776 cites W2047393119 @default.
• W2187492776 cites W2048830750 @default.
• W2187492776 cites W2083093485 @default.
• W2187492776 cites W2098613108 @default.
• W2187492776 cites W2107698988 @default.
• W2187492776 cites W2147119488 @default.
• W2187492776 cites W2157098139 @default.
• W2187492776 cites W2160337655 @default.
• W2187492776 cites W2168634963 @default.
• W2187492776 cites W2331531382 @default.
• W2187492776 cites W2396301067 @default.
• W2187492776 hasPublicationYear "2013" @default.
• W2187492776 type Work @default.
• W2187492776 sameAs 2187492776 @default.
• W2187492776 citedByCount "0" @default.
• W2187492776 crossrefType "journal-article" @default.
• W2187492776 hasAuthorship W2187492776A5014302969 @default.
• W2187492776 hasAuthorship W2187492776A5016516411 @default.
• W2187492776 hasAuthorship W2187492776A5055847767 @default.
• W2187492776 hasAuthorship W2187492776A5091233480 @default.
• W2187492776 hasConcept C126197015 @default.
• W2187492776 hasConcept C126645576 @default.
• W2187492776 hasConcept C127313418 @default.
• W2187492776 hasConcept C153294291 @default.
• W2187492776 hasConcept C154945302 @default.
• W2187492776 hasConcept C157286648 @default.
• W2187492776 hasConcept C166957645 @default.
• W2187492776 hasConcept C183195422 @default.
• W2187492776 hasConcept C205649164 @default.
• W2187492776 hasConcept C206833254 @default.
• W2187492776 hasConcept C24552861 @default.
• W2187492776 hasConcept C31258907 @default.
• W2187492776 hasConcept C39432304 @default.
• W2187492776 hasConcept C41008148 @default.
• W2187492776 hasConcept C49204034 @default.
• W2187492776 hasConcept C49937458 @default.
• W2187492776 hasConcept C52421305 @default.
• W2187492776 hasConcept C53739315 @default.
• W2187492776 hasConcept C58640448 @default.
• W2187492776 hasConcept C74256435 @default.
• W2187492776 hasConcept C75778745 @default.
• W2187492776 hasConcept C79334102 @default.
• W2187492776 hasConceptScore W2187492776C126197015 @default.
• W2187492776 hasConceptScore W2187492776C126645576 @default.
• W2187492776 hasConceptScore W2187492776C127313418 @default.
• W2187492776 hasConceptScore W2187492776C153294291 @default.
• W2187492776 hasConceptScore W2187492776C154945302 @default.
• W2187492776 hasConceptScore W2187492776C157286648 @default.
• W2187492776 hasConceptScore W2187492776C166957645 @default.
• W2187492776 hasConceptScore W2187492776C183195422 @default.
• W2187492776 hasConceptScore W2187492776C205649164 @default.
• W2187492776 hasConceptScore W2187492776C206833254 @default.
• W2187492776 hasConceptScore W2187492776C24552861 @default.
• W2187492776 hasConceptScore W2187492776C31258907 @default.
• W2187492776 hasConceptScore W2187492776C39432304 @default.
• W2187492776 hasConceptScore W2187492776C41008148 @default.
• W2187492776 hasConceptScore W2187492776C49204034 @default.
• W2187492776 hasConceptScore W2187492776C49937458 @default.
• W2187492776 hasConceptScore W2187492776C52421305 @default.
• W2187492776 hasConceptScore W2187492776C53739315 @default.
• W2187492776 hasConceptScore W2187492776C58640448 @default.
• W2187492776 hasConceptScore W2187492776C74256435 @default.
• W2187492776 hasConceptScore W2187492776C75778745 @default.
• W2187492776 hasConceptScore W2187492776C79334102 @default.
• W2187492776 hasLocation W21874927761 @default.
• W2187492776 hasOpenAccess W2187492776 @default.
• W2187492776 hasPrimaryLocation W21874927761 @default.
• W2187492776 hasRelatedWork W1507471273 @default.
• W2187492776 hasRelatedWork W1586274211 @default.
• W2187492776 hasRelatedWork W1963896452 @default.
• W2187492776 hasRelatedWork W1987019312 @default.
• W2187492776 hasRelatedWork W2017880249 @default.
• W2187492776 hasRelatedWork W2047393119 @default.
• W2187492776 hasRelatedWork W2055246653 @default.
• W2187492776 hasRelatedWork W2056873562 @default.
• W2187492776 hasRelatedWork W2078713134 @default.
• W2187492776 hasRelatedWork W2105436087 @default.
• W2187492776 hasRelatedWork W2139117404 @default.
• W2187492776 hasRelatedWork W2151392226 @default.
• W2187492776 hasRelatedWork W2343737519 @default.
• W2187492776 hasRelatedWork W2366886595 @default.
• W2187492776 hasRelatedWork W2461391606 @default.

• next