Journal of Hydraulic Engineering · 1985 · 175 citations · 24 references
Natural ResourcesHydrologyWater Resources ManagementFlood HydrologyHydrologic ModelingWater Resources EngineeringFlood Inundation ModelingFlood RoutingFlow ModelingHydraulic ModelingRiver EngineeringRiver HydraulicsFlood Routing ModelsModeling NonlinearityNonlinearityNonlinearity In Rainfall-runoff RelationshipsRiver Flood RoutingRiver Flow Modeling
The linear form of the Muskingum model has been widely applied to river flood routing. However, a nonlinear relationship between storage and discharge exists in most actual river systems, making the use of the linear model inappropriate. In this paper, a nonlinear Muskingum model is solved using the state variable modeling technique. Various curve fitting techniques are employed for the calibration of model parameters, and their performances within the model are compared. Both linear and nonlinear models are applied to an example with pronounced nonlinearity between storage and discharge. The results show that the nonlinear Muskingum model is superior to the linear one.
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Function minimization by conjugate gradients
R. Fletcher · The Computer Journal · 1964 · 4.9K citations · Full text
Choice Reviews Online · 1998 · 298 citations
Flood routing by the Muskingum method
Mohammad Akram Gill · Journal of Hydrology · 1978 · 271 citations