Research on water level forecasting and hydraulic parameter calibration in the 1D open channel hydrodynamic model using data assimilation
Lingzhong Kong, Yueqiang Li, Saiyu Yuan, Jie Li, Hongwu Tang, Qian Yang, Xiaolei Fu
Topics & Concepts
Data assimilationEnsemble Kalman filterCalibrationKalman filterEstimation theoryComputer scienceErrors-in-variables modelsState variableChannel (broadcasting)Extended Kalman filterStatisticsMathematicsAlgorithmMeteorologyMachine learningArtificial intelligenceGeographyPhysicsComputer networkThermodynamicsHydrology and Watershed Management StudiesFlood Risk Assessment and ManagementHydrological Forecasting Using AI