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Variable update strategy to improve water quality forecast accuracy in multivariate data assimilation using the ensemble Kalman filter

Sanghyun Park, Kyunghyun Kim, Changmin Shin, Joong-Hyuk Min, Eun Hye Na, Lan Joo Park

2020Water Research25 citationsDOI

Topics & Concepts

Spurious relationshipData assimilationMultivariate statisticsEnsemble Kalman filterCovarianceKalman filterComputer scienceVariable (mathematics)Consistency (knowledge bases)Multivariate analysisData miningStatisticsEconometricsMathematicsMachine learningArtificial intelligenceExtended Kalman filterMeteorologyPhysicsMathematical analysisHydrological Forecasting Using AIMeteorological Phenomena and SimulationsHydrology and Watershed Management Studies
Variable update strategy to improve water quality forecast accuracy in multivariate data assimilation using the ensemble Kalman filter | Litcius