Updating the neural network sediment load models using different sensitivity analysis methods: a regional application

作者: Reza Asheghi , Seyed Abbas Hosseini , Mojtaba Saneie , Abbas Abbaszadeh Shahri

DOI: 10.2166/HYDRO.2020.098

关键词: Artificial neural networkSedimentSoil scienceSensitivity (control systems)Computer scienceAnalysis method

摘要: … optimum predictive models subjected to artificial neural network (ANN) were developed. The employed inputs were then prioritized using diverse sensitivity analysis (SA) methods to …

参考文章(63)
Uca, Ekhwan Toriman, Othman Jaafar, Rosmini Maru, Amal Arfan, Ansari Saleh Ahmar, Daily Suspended Sediment Discharge Prediction Using Multiple Linear Regression and Artificial Neural Network Journal of Physics: Conference Series. ,vol. 954, pp. 012030- ,(2018) , 10.1088/1742-6596/954/1/012030
Dimitri Bertsekas, Nonlinear Programming ,(1995)
Abbas Abbaszadeh Shahri, Reza Asheghi, Optimized developed artificial neural network-based models to predict the blast-induced ground vibration Innovative Infrastructure Solutions. ,vol. 3, pp. 1- 10 ,(2018) , 10.1007/S41062-018-0137-4
Abdolvahed Ghaderi, Abbas Abbaszadeh Shahri, Stefan Larsson, An artificial neural network based model to predict spatial soil type distribution using piezocone penetration test data (CPTu) Bulletin of Engineering Geology and the Environment. ,vol. 78, pp. 4579- 4588 ,(2019) , 10.1007/S10064-018-1400-9
Johannes Leimgruber, Gerald Krebs, David Camhy, Dirk Muschalla, Sensitivity of Model-Based Water Balance to Low Impact Development Parameters Water. ,vol. 10, pp. 1838- ,(2018) , 10.3390/W10121838
Reza Asheghi, Abbas Abbaszadeh Shahri, Mohammad Khorsand Zak, Prediction of Uniaxial Compressive Strength of Different Quarried Rocks Using Metaheuristic Algorithm Arabian Journal for Science and Engineering. ,vol. 44, pp. 8645- 8659 ,(2019) , 10.1007/S13369-019-04046-8
Abbas Abbaszadeh Shahri, Johan Spross, Fredrik Johansson, Stefan Larsson, Landslide susceptibility hazard map in southwest Sweden using artificial neural network Catena. ,vol. 183, pp. 104225- ,(2019) , 10.1016/J.CATENA.2019.104225
I. M. Sobol, Sensitivity Estimates for Nonlinear Mathematical Models Math. Model. Comput. Exp.. ,vol. 1, pp. 407- 414 ,(1993)
Reza Asheghi, Seyed Abbas Hosseini, Prediction of bed load sediments using different artificial neural network models Frontiers of Structural and Civil Engineering. ,vol. 14, pp. 374- 386 ,(2020) , 10.1007/S11709-019-0600-0