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RISIntegration of Artificial Neural Networks with Radial Basis Function Interpolation in Earthfill Dam Seepage Modeling
Publisher: American Society of Civil Engineers
Abstract: In this study, the radial basis function (RBF) spatial interpolation method was used to estimate the potential water heads through an earthen dam. The multiquadric (MQ) function was used to discretize the seepage governing ...
Liquid Analog Model for Laboratory Simulation of Rainfall–Runoff Process
Publisher: American Society of Civil Engineers
Abstract: A liquid analog model (LAM) is presented as a new hydrological laboratory device for rainfall–runoff modeling. The model is applied to simulate Nash’s model in the laboratory for real rainfall–runoff data. Due to its simple ...
Two Semidistributed ANN-Based Models for Estimation of Suspended Sediment Load
Publisher: American Society of Civil Engineers
Abstract: The sediment load transported in a river is the most complex hydrological phenomenon due to a large number of obscure parameters and the existence of both spatial variability of the basin characteristics and temporal ...
Hybrid Wavelet–Genetic Programming Approach to Optimize ANN Modeling of Rainfall–Runoff Process
Publisher: American Society of Civil Engineers
Abstract: In this paper, the wavelet analysis was linked to the genetic programming (GP) concept for constructing a hybrid model to detect the seasonality patterns in the rainfall–runoff time process. This approach was used to ...
Genetic Programming Simulation of Dam Breach Hydrograph and Peak Outflow Discharge
Publisher: American Society of Civil Engineers
Abstract: In this paper, genetic programming (GP) was used to simulate outflow hydrograph from earthen dam breach. The required data for the modeling were collected from literature, new experimental tests, and a physically based ...
Hybrid of SOM-Clustering Method and Wavelet-ANFIS Approach to Model and Infill Missing Groundwater Level Data
Publisher: American Society of Civil Engineers
River Suspended Sediment Load Prediction: Application of ANN and Wavelet Conjunction Model
Publisher: American Society of Civil Engineers
Abstract: Accurate suspended sediment prediction is an integral component of sustainable water resources and environmental systems. This study considered artificial neural network (ANN), wavelet analysis and ANN combination (WANN), ...
Capability of Artificial Neural Network for Detecting Hysteresis Phenomenon Involved in Hydrological Processes
Publisher: American Society of Civil Engineers
Abstract: In this paper, artificial neural network (ANN) was applied to model and study the signature of hysteresis phenomena in hydrological processes for the Eel River watershed located in California. Because of the nonlinear and ...
Hybrid Wavelet-M5 Model Tree for Rainfall-Runoff Modeling
Publisher: American Society of Civil Engineers
Abstract: In this study, the hybrid wavelet-M5 model was introduced to model the rainfall-runoff process via three different data division strategies (75%–25%, 60%–40%, and 50%–50%) for two different catchments at both daily and ...
Hybrid Wavelet-M5 Model Tree for Rainfall-Runoff Modeling
Publisher: American Society of Civil Engineers
Abstract: In this study, the hybrid wavelet-M5 model was introduced to model the rainfall-runoff process via three different data division strategies (75%–25%, 60%–40%, and 50%–50%) for two different catchments at both daily and ...