FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2170396766> ?p ?o ?g. }

• W2170396766 abstract "[1] Meaningful quantification of data and structural uncertainties in conceptual rainfall-runoff modeling is a major scientific and engineering challenge. This paper focuses on the total predictive uncertainty and its decomposition into input and structural components under different inference scenarios. Several Bayesian inference schemes are investigated, differing in the treatment of rainfall and structural uncertainties, and in the precision of the priors describing rainfall uncertainty. Compared with traditional lumped additive error approaches, the quantification of the total predictive uncertainty in the runoff is improved when rainfall and/or structural errors are characterized explicitly. However, the decomposition of the total uncertainty into individual sources is more challenging. In particular, poor identifiability may arise when the inference scheme represents rainfall and structural errors using separate probabilistic models. The inference becomes ill-posed unless sufficiently precise prior knowledge of data uncertainty is supplied; this ill-posedness can often be detected from the behavior of the Monte Carlo sampling algorithm. Moreover, the priors on the data quality must also be sufficiently accurate if the inference is to be reliable and support meaningful uncertainty decomposition. Our findings highlight the inherent limitations of inferring inaccurate hydrologic models using rainfall-runoff data with large unknown errors. Bayesian total error analysis can overcome these problems using independent prior information. The need for deriving independent descriptions of the uncertainties in the input and output data is clearly demonstrated." @default.
• W2170396766 created "2016-06-24" @default.
• W2170396766 creator A5022145509 @default.
• W2170396766 creator A5037572297 @default.
• W2170396766 creator A5057168270 @default.
• W2170396766 creator A5062009431 @default.
• W2170396766 creator A5078289757 @default.
• W2170396766 date "2010-05-01" @default.
• W2170396766 modified "2023-10-10" @default.
• W2170396766 title "Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors" @default.
• W2170396766 cites W1485785177 @default.
• W2170396766 cites W1512208174 @default.
• W2170396766 cites W1514957900 @default.
• W2170396766 cites W1564053319 @default.
• W2170396766 cites W1576178330 @default.
• W2170396766 cites W1588946961 @default.
• W2170396766 cites W1615539232 @default.
• W2170396766 cites W1627049501 @default.
• W2170396766 cites W1754423787 @default.
• W2170396766 cites W1907546193 @default.
• W2170396766 cites W1916457060 @default.
• W2170396766 cites W1968221564 @default.
• W2170396766 cites W1973333099 @default.
• W2170396766 cites W1986759396 @default.
• W2170396766 cites W1990779154 @default.
• W2170396766 cites W1990861384 @default.
• W2170396766 cites W1992082277 @default.
• W2170396766 cites W1996571933 @default.
• W2170396766 cites W1999884815 @default.
• W2170396766 cites W2009680644 @default.
• W2170396766 cites W2010624461 @default.
• W2170396766 cites W2014924022 @default.
• W2170396766 cites W2026961900 @default.
• W2170396766 cites W2027130724 @default.
• W2170396766 cites W2027962536 @default.
• W2170396766 cites W2028147833 @default.
• W2170396766 cites W2036056913 @default.
• W2170396766 cites W2057765075 @default.
• W2170396766 cites W2057862075 @default.
• W2170396766 cites W2065955587 @default.
• W2170396766 cites W2068208009 @default.
• W2170396766 cites W2075235192 @default.
• W2170396766 cites W2081346522 @default.
• W2170396766 cites W2089719636 @default.
• W2170396766 cites W2097128325 @default.
• W2170396766 cites W2099812305 @default.
• W2170396766 cites W2103998449 @default.
• W2170396766 cites W2108604227 @default.
• W2170396766 cites W2110322813 @default.
• W2170396766 cites W2119839985 @default.
• W2170396766 cites W2119852715 @default.
• W2170396766 cites W2121032760 @default.
• W2170396766 cites W2124738823 @default.
• W2170396766 cites W2127266322 @default.
• W2170396766 cites W2130100159 @default.
• W2170396766 cites W2130472914 @default.
• W2170396766 cites W2150668245 @default.
• W2170396766 cites W2154938752 @default.
• W2170396766 cites W2155633525 @default.
• W2170396766 cites W3107305238 @default.
• W2170396766 cites W4237871352 @default.
• W2170396766 cites W4247690662 @default.
• W2170396766 doi "https://doi.org/10.1029/2009wr008328" @default.
• W2170396766 hasPublicationYear "2010" @default.
• W2170396766 type Work @default.
• W2170396766 sameAs 2170396766 @default.
• W2170396766 citedByCount "586" @default.
• W2170396766 countsByYear W21703967662012 @default.
• W2170396766 countsByYear W21703967662013 @default.
• W2170396766 countsByYear W21703967662014 @default.
• W2170396766 countsByYear W21703967662015 @default.
• W2170396766 countsByYear W21703967662016 @default.
• W2170396766 countsByYear W21703967662017 @default.
• W2170396766 countsByYear W21703967662018 @default.
• W2170396766 countsByYear W21703967662019 @default.
• W2170396766 countsByYear W21703967662020 @default.
• W2170396766 countsByYear W21703967662021 @default.
• W2170396766 countsByYear W21703967662022 @default.
• W2170396766 countsByYear W21703967662023 @default.
• W2170396766 crossrefType "journal-article" @default.
• W2170396766 hasAuthorship W2170396766A5022145509 @default.
• W2170396766 hasAuthorship W2170396766A5037572297 @default.
• W2170396766 hasAuthorship W2170396766A5057168270 @default.
• W2170396766 hasAuthorship W2170396766A5062009431 @default.
• W2170396766 hasAuthorship W2170396766A5078289757 @default.
• W2170396766 hasBestOaLocation W21703967661 @default.
• W2170396766 hasConcept C105795698 @default.
• W2170396766 hasConcept C107673813 @default.
• W2170396766 hasConcept C119857082 @default.
• W2170396766 hasConcept C122770356 @default.
• W2170396766 hasConcept C124101348 @default.
• W2170396766 hasConcept C126197015 @default.
• W2170396766 hasConcept C127313418 @default.
• W2170396766 hasConcept C154945302 @default.
• W2170396766 hasConcept C160234255 @default.
• W2170396766 hasConcept C162376815 @default.
• W2170396766 hasConcept C176147448 @default.
• W2170396766 hasConcept C177769412 @default.
• W2170396766 hasConcept C177803969 @default.
• W2170396766 hasConcept C19499675 @default.

• next