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Propagation of parameter uncertainty in SWAT: A probabilistic forecasting method based on polynomial chaos expansion and machine learning

Maysara Ghaith, Zhong Li

2020Journal of Hydrology54 citationsDOI

Topics & Concepts

Polynomial chaosCHAOS (operating system)Probabilistic logicComputer sciencePolynomialPropagation of uncertaintyUncertainty quantificationApplied mathematicsMathematical optimizationArtificial intelligenceMathematicsMachine learningAlgorithmStatisticsMonte Carlo methodMathematical analysisComputer securityHydrology and Drought AnalysisProbabilistic and Robust Engineering DesignHydrological Forecasting Using AI
Propagation of parameter uncertainty in SWAT: A probabilistic forecasting method based on polynomial chaos expansion and machine learning | Litcius