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RISHydrometeorological Parameters in Prediction of Soil Temperature by Means of Artificial Neural Network: Case Study in Wyoming
Publisher: American Society of Civil Engineers
Abstract: The current study was undertaken to analyze the performance of three back-propagation training algorithms of artificial neural network (ANN) along with a multiple linear regression model (MLR) for transient simulation of ...
Modeling of Dissolved Oxygen Applying Stepwise Regression and a Template-Based Fuzzy Logic System
Publisher: American Society of Civil Engineers
Abstract: This paper develops a template-based fuzzy inference system (TFIS) capable of simulating the dissolved oxygen (DO) concentration of an example stream by using daily data (2009–2012). Stepwise regression (SR) analysis and ...
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), ...
Prediction of Critical Velocity in Pipeline Flow of Slurries Using TLBO Algorithm: A Comprehensive Study
Publisher: ASCE
Abstract: Proper estimation of the critical flow velocity of slurries (Vc) is one of the most important parameters to design slurry transport in pipeline systems. In this study, three standard soft computing data-driven models ...
Assessment of Artificial Intelligence–Based Models and Metaheuristic Algorithms in Modeling Evaporation
Publisher: American Society of Civil Engineers
Abstract: Evaporation (Ep) has a vital importance for the management and development of water resources projects. In this study two scenarios are considered in prediction of monthly pan evaporation. The first scenario challenges the ...