Matches in SemOpenAlex for { <https://semopenalex.org/work/W3093288496> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W3093288496 abstract "Abstract. Following the rise of R as a scientific programming language, the increasing requirement for more transferable research, and the growth of data availability in hydrology, R packages containing hydrological models are becoming more and more available to hydrologists. Corresponding to the core of the hydrological studies workflow, their value is increasingly meaningful regarding the reliability of methods and results. Despite package and model distinctiveness, no study has ever provided a comparison of R packages for conceptual rainfall-runoff modelling from a user perspective, contrasting their philosophy, model characteristics and ease of use. We have selected eight packages based on our ability to consistently run their models on simple hydrology modelling examples. We have uniformly analysed the exact structure of seven of the hydrological models integrated in these R packages in terms of conceptual storages and fluxes, spatial discretisation, data requirements and output provided. The analysis showed that very different modelling choices are associated with these packages, which emphasises various hydrological concepts. These specificities are not always sufficiently well explained by the package documentation. Therefore a synthesis of the package functionalities was performed from a user perspective. This synthesis helps inform selection of what packages could/should be used depending on the problem at hand. In this regard, technical features, documentation, R implementations and computational times were investigated. Moreover, by providing a framework for package comparison, this study is a step forward towards supporting more transferable and reusable methods and results for hydrological modelling in R." @default.
- W3093288496 created "2020-10-22" @default.
- W3093288496 creator A5013347495 @default.
- W3093288496 creator A5022245256 @default.
- W3093288496 creator A5030563324 @default.
- W3093288496 creator A5036423100 @default.
- W3093288496 creator A5036463103 @default.
- W3093288496 creator A5047763335 @default.
- W3093288496 creator A5072834476 @default.
- W3093288496 creator A5076806137 @default.
- W3093288496 creator A5081319882 @default.
- W3093288496 date "2020-10-17" @default.
- W3093288496 modified "2023-10-17" @default.
- W3093288496 title "Hydrology modelling R packages: a unified analysis of models and practicalities from a user perspective" @default.
- W3093288496 doi "https://doi.org/10.5194/hess-2020-498" @default.
- W3093288496 hasPublicationYear "2020" @default.
- W3093288496 type Work @default.
- W3093288496 sameAs 3093288496 @default.
- W3093288496 citedByCount "1" @default.
- W3093288496 countsByYear W30932884962023 @default.
- W3093288496 crossrefType "posted-content" @default.
- W3093288496 hasAuthorship W3093288496A5013347495 @default.
- W3093288496 hasAuthorship W3093288496A5022245256 @default.
- W3093288496 hasAuthorship W3093288496A5030563324 @default.
- W3093288496 hasAuthorship W3093288496A5036423100 @default.
- W3093288496 hasAuthorship W3093288496A5036463103 @default.
- W3093288496 hasAuthorship W3093288496A5047763335 @default.
- W3093288496 hasAuthorship W3093288496A5072834476 @default.
- W3093288496 hasAuthorship W3093288496A5076806137 @default.
- W3093288496 hasAuthorship W3093288496A5081319882 @default.
- W3093288496 hasBestOaLocation W30932884961 @default.
- W3093288496 hasConcept C107457646 @default.
- W3093288496 hasConcept C115903868 @default.
- W3093288496 hasConcept C126197015 @default.
- W3093288496 hasConcept C12713177 @default.
- W3093288496 hasConcept C127313418 @default.
- W3093288496 hasConcept C127413603 @default.
- W3093288496 hasConcept C13606891 @default.
- W3093288496 hasConcept C154936535 @default.
- W3093288496 hasConcept C154945302 @default.
- W3093288496 hasConcept C170130773 @default.
- W3093288496 hasConcept C177212765 @default.
- W3093288496 hasConcept C187320778 @default.
- W3093288496 hasConcept C18903297 @default.
- W3093288496 hasConcept C199360897 @default.
- W3093288496 hasConcept C26713055 @default.
- W3093288496 hasConcept C41008148 @default.
- W3093288496 hasConcept C49204034 @default.
- W3093288496 hasConcept C50477045 @default.
- W3093288496 hasConcept C56666940 @default.
- W3093288496 hasConcept C76886044 @default.
- W3093288496 hasConcept C77088390 @default.
- W3093288496 hasConcept C86803240 @default.
- W3093288496 hasConceptScore W3093288496C107457646 @default.
- W3093288496 hasConceptScore W3093288496C115903868 @default.
- W3093288496 hasConceptScore W3093288496C126197015 @default.
- W3093288496 hasConceptScore W3093288496C12713177 @default.
- W3093288496 hasConceptScore W3093288496C127313418 @default.
- W3093288496 hasConceptScore W3093288496C127413603 @default.
- W3093288496 hasConceptScore W3093288496C13606891 @default.
- W3093288496 hasConceptScore W3093288496C154936535 @default.
- W3093288496 hasConceptScore W3093288496C154945302 @default.
- W3093288496 hasConceptScore W3093288496C170130773 @default.
- W3093288496 hasConceptScore W3093288496C177212765 @default.
- W3093288496 hasConceptScore W3093288496C187320778 @default.
- W3093288496 hasConceptScore W3093288496C18903297 @default.
- W3093288496 hasConceptScore W3093288496C199360897 @default.
- W3093288496 hasConceptScore W3093288496C26713055 @default.
- W3093288496 hasConceptScore W3093288496C41008148 @default.
- W3093288496 hasConceptScore W3093288496C49204034 @default.
- W3093288496 hasConceptScore W3093288496C50477045 @default.
- W3093288496 hasConceptScore W3093288496C56666940 @default.
- W3093288496 hasConceptScore W3093288496C76886044 @default.
- W3093288496 hasConceptScore W3093288496C77088390 @default.
- W3093288496 hasConceptScore W3093288496C86803240 @default.
- W3093288496 hasFunder F4320320966 @default.
- W3093288496 hasFunder F4320327121 @default.
- W3093288496 hasLocation W30932884961 @default.
- W3093288496 hasLocation W30932884962 @default.
- W3093288496 hasOpenAccess W3093288496 @default.
- W3093288496 hasPrimaryLocation W30932884961 @default.
- W3093288496 hasRelatedWork W1799481874 @default.
- W3093288496 hasRelatedWork W2007423446 @default.
- W3093288496 hasRelatedWork W2062617924 @default.
- W3093288496 hasRelatedWork W2128535843 @default.
- W3093288496 hasRelatedWork W2137803524 @default.
- W3093288496 hasRelatedWork W2189542629 @default.
- W3093288496 hasRelatedWork W2207914435 @default.
- W3093288496 hasRelatedWork W2410321494 @default.
- W3093288496 hasRelatedWork W3014138539 @default.
- W3093288496 hasRelatedWork W939793899 @default.
- W3093288496 isParatext "false" @default.
- W3093288496 isRetracted "false" @default.
- W3093288496 magId "3093288496" @default.
- W3093288496 workType "article" @default.