ارزیابی عملکرد روش‌های داده‌گرا در تخمین بار کل رسوبی رودخانه های شنی

Ackers, P. and White, W.R. (1973). Sediment transport: new approach and analysis. Journal of the Hydraulics Division, 99(hy11).

Bhattacharya, B., Price, R. K. and Solomatine, D. P. (2007). Machine learning approach to modeling sediment transport. Journal of Hydraulic Engineering, 133(4), 440-450.

Brownlie, W. R. (1981). Prediction of flow depth and sediment discharge in open channels. Report No. KH-R-43A, Keck Laboratory of Hydraulics and Water Resources, California Institute of Technology, Pasadena, CA, USA.

Chang, C. K., Azamathulla, H. M., Zakaria, N. A. and Ab Ghani, A. (2012). Appraisal of soft computing techniques in prediction of total bed material load in tropical rivers. Journal of earth system science, 121(1), 125-133.

Choi, S.U. and Lee, J. (2015). Assessment of total sediment load in rivers using lateral distribution method. Journal of Hydro-environment Research, 9(3): 381-387.

Cortes, C. and Vapnik, V. (1995). Support-vector networks. Machine learning, 20(3): 273-297.

Doğan, E., Yüksel, İ. and Kişi, Ö. (2007). Estimation of total sediment load concentration obtained by experimental study using artificial neural networks. Environmental fluid mechanics, 7(4):271-288.

Einstein, H.A. (1950). The bed-load function for sediment transportation in open channel flows (Vol. 1026). Washington DC: US Department of Agriculture.

Engelund, F. and Hansen, E. (1967). A monograph on sediment transport in alluvial streams. Technical University of Denmark 0stervoldgade 10, Copenhagen K.

Falamaki, A., Eskandari, M. Baghlani, A., and Ahmadi, S. A. (2013). Modeling total sediment load in rivers using artificial neural networks. Journal of Soil and Water Resources Conservation. 2(3), 13-26. (In Farsi)

Karim, F. (1998). Bed material discharge prediction for nonuniform bed sediments. Journal of Hydraulic Engineering, 124(6):597-604.

Khorram, S. and Ergil, M. (2010). A Sensitivity Analysis of Total‐Load Prediction Parameters in Standard Sediment Transport Equations. JAWRA Journal of the American Water Resources Association, 46(6):1091-1115.

King, J.G., Emmett, W.W., Whiting, P.J., Kenworthy, R.P. and Barry, J.J. (2004). Sediment transport data and related information for selected coarse-bed streams and rivers in Idaho. General technical report. U. S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, (131):26.

Kumar, B. (2012). Neural network prediction of bed material load transport. Hydrological sciences journal, 57(5), 956-966.

Molinas, A. and Wu, B. (2001). Transport of sediment in large sand-bed rivers. Journal of hydraulic research, 39(2):135-146.

Okcu, D., Pektas, A.O. and Uyumaz, A. (2016). Creating a non-linear total sediment load formula using polynomial best subset regression model. Journal of Hydrology, 539:662-673.

Rasmussen, C. E. and Williams, C. K. (2006). Gaussian process for machine learning. MIT press.

Roushangar, K. and Ghasempour, R. (2017). Prediction of non-cohesive sediment transport in circular channels in deposition and limit of deposition states using SVM. Water Science and Technology: Water Supply, 17(2):537-551.

Roushangar, K., Javan, F. P. (2014). Evaluation of artificial intelligent technique in prediction of sediment transport rate in Ajichai river. Journal of Geographic Space. 14(46), 173-197. (In Farsi)

Roushangar, K., Mehrabani, F.V. and Shiri, J. (2014). Modeling river total bed material load discharge using artificial intelligence approaches (based on conceptual inputs). Journal of hydrology, 514:114-122.

Sahraei, S., Alizadeh, M. R., Talebbeydokhti, N. and Dehghani, M. (2017). Bed material load estimation in channels using machine learning and meta-heuristic methods. Journal of Hydroinformatics, 20(1):100-116.

Shafai Bejestan, M. (2009). Basic theory and practice of Hydraulic of sediment transport. Shahid Chamran University.

Shen, H. W, and Hung, C. S. (1972). An engineering approach to total bed material load by regression analysis. Proc., Sedimentation Symposium, Chap. 14, 14.1–14.7.

Yang, C. T. (2006). Reclamation managing water in the west. Erosion and sedimentation manual. US Department of the Interior, Bureau of Reclamation.

Yang, C.T., Marsooli, R. and Aalami, M.T. (2009). Evaluation of total load sediment transport formulas using ANN. International Journal of Sediment Research, 24(3):274-286.

Zakaria, N. A., Azamathulla, H. M., Chang, C. K. and Ghani, A. A. (2010). Gene expression programming for total bed material load estimation—a case study. Science of the total environment, 408(21): 5078-5085.