FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206302980> ?p ?o ?g. }

• W4206302980 endingPage "191" @default.
• W4206302980 startingPage "191" @default.
• W4206302980 abstract "To better understand the effect and constraint of different data lengths on the data-driven model training for the rainfall-runoff simulation, the support vector regression (SVR) approach was applied to the data-driven model as the core algorithm in the present study. Various features selection strategies and different data lengths were employed in the training phase of the model. The validated results of the SVR were compared with the rainfall-runoff simulation derived from a physically based hydrologic model, the Hydrologic Modeling System (HEC-HMS). The HEC-HMS was considered a conventional approach and was also calibrated with a dataset period identical to the SVR. Our results showed that the SVR and HEC-HMS models could be adopted for short and long periods of rainfall-runoff simulation. However, the SVR model estimated the rainfall-runoff relationship reasonably well even if the observational data of one year or one typhoon event was used. In contrast, the HEC-HMS model needed more parameter optimization and inference processes to achieve the same performance level as the SVR model. Overall, the SVR model was superior to the HEC-HMS model in the performance of the rainfall-runoff simulation." @default.
• W4206302980 created "2022-01-25" @default.
• W4206302980 creator A5010405920 @default.
• W4206302980 creator A5016324512 @default.
• W4206302980 creator A5091291572 @default.
• W4206302980 date "2022-01-11" @default.
• W4206302980 modified "2023-10-14" @default.
• W4206302980 title "Comparison of Rainfall-Runoff Simulation between Support Vector Regression and HEC-HMS for a Rural Watershed in Taiwan" @default.
• W4206302980 cites W1970360626 @default.
• W4206302980 cites W1985993867 @default.
• W4206302980 cites W2007190131 @default.
• W4206302980 cites W2032936806 @default.
• W4206302980 cites W2033904036 @default.
• W4206302980 cites W2040940481 @default.
• W4206302980 cites W2054006459 @default.
• W4206302980 cites W2072252605 @default.
• W4206302980 cites W2082484980 @default.
• W4206302980 cites W2116397061 @default.
• W4206302980 cites W2137953169 @default.
• W4206302980 cites W2146566831 @default.
• W4206302980 cites W2153635508 @default.
• W4206302980 cites W2161576778 @default.
• W4206302980 cites W2164738320 @default.
• W4206302980 cites W2286991778 @default.
• W4206302980 cites W2322497859 @default.
• W4206302980 cites W2563056602 @default.
• W4206302980 cites W2586586651 @default.
• W4206302980 cites W2601764986 @default.
• W4206302980 cites W2761058956 @default.
• W4206302980 cites W2885834602 @default.
• W4206302980 cites W3147773654 @default.
• W4206302980 cites W3212614252 @default.
• W4206302980 cites W4361797242 @default.
• W4206302980 doi "https://doi.org/10.3390/w14020191" @default.
• W4206302980 hasPublicationYear "2022" @default.
• W4206302980 type Work @default.
• W4206302980 citedByCount "15" @default.
• W4206302980 countsByYear W42063029802022 @default.
• W4206302980 countsByYear W42063029802023 @default.
• W4206302980 crossrefType "journal-article" @default.
• W4206302980 hasAuthorship W4206302980A5010405920 @default.
• W4206302980 hasAuthorship W4206302980A5016324512 @default.
• W4206302980 hasAuthorship W4206302980A5091291572 @default.
• W4206302980 hasBestOaLocation W42063029801 @default.
• W4206302980 hasConcept C119857082 @default.
• W4206302980 hasConcept C12267149 @default.
• W4206302980 hasConcept C124203675 @default.
• W4206302980 hasConcept C126197015 @default.
• W4206302980 hasConcept C127313418 @default.
• W4206302980 hasConcept C127413603 @default.
• W4206302980 hasConcept C132916221 @default.
• W4206302980 hasConcept C150547873 @default.
• W4206302980 hasConcept C153294291 @default.
• W4206302980 hasConcept C181654704 @default.
• W4206302980 hasConcept C187320778 @default.
• W4206302980 hasConcept C18903297 @default.
• W4206302980 hasConcept C205649164 @default.
• W4206302980 hasConcept C39432304 @default.
• W4206302980 hasConcept C41008148 @default.
• W4206302980 hasConcept C49204034 @default.
• W4206302980 hasConcept C50477045 @default.
• W4206302980 hasConcept C76886044 @default.
• W4206302980 hasConcept C86803240 @default.
• W4206302980 hasConceptScore W4206302980C119857082 @default.
• W4206302980 hasConceptScore W4206302980C12267149 @default.
• W4206302980 hasConceptScore W4206302980C124203675 @default.
• W4206302980 hasConceptScore W4206302980C126197015 @default.
• W4206302980 hasConceptScore W4206302980C127313418 @default.
• W4206302980 hasConceptScore W4206302980C127413603 @default.
• W4206302980 hasConceptScore W4206302980C132916221 @default.
• W4206302980 hasConceptScore W4206302980C150547873 @default.
• W4206302980 hasConceptScore W4206302980C153294291 @default.
• W4206302980 hasConceptScore W4206302980C181654704 @default.
• W4206302980 hasConceptScore W4206302980C187320778 @default.
• W4206302980 hasConceptScore W4206302980C18903297 @default.
• W4206302980 hasConceptScore W4206302980C205649164 @default.
• W4206302980 hasConceptScore W4206302980C39432304 @default.
• W4206302980 hasConceptScore W4206302980C41008148 @default.
• W4206302980 hasConceptScore W4206302980C49204034 @default.
• W4206302980 hasConceptScore W4206302980C50477045 @default.
• W4206302980 hasConceptScore W4206302980C76886044 @default.
• W4206302980 hasConceptScore W4206302980C86803240 @default.
• W4206302980 hasIssue "2" @default.
• W4206302980 hasLocation W42063029801 @default.
• W4206302980 hasLocation W42063029802 @default.
• W4206302980 hasOpenAccess W4206302980 @default.
• W4206302980 hasPrimaryLocation W42063029801 @default.
• W4206302980 hasRelatedWork W1507132958 @default.
• W4206302980 hasRelatedWork W2055705976 @default.
• W4206302980 hasRelatedWork W2373062296 @default.
• W4206302980 hasRelatedWork W2742147146 @default.
• W4206302980 hasRelatedWork W2804791325 @default.
• W4206302980 hasRelatedWork W3095375531 @default.
• W4206302980 hasRelatedWork W3120277624 @default.
• W4206302980 hasRelatedWork W4295969769 @default.
• W4206302980 hasRelatedWork W4321603363 @default.
• W4206302980 hasRelatedWork W2181648652 @default.
• W4206302980 hasVolume "14" @default.

• next