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Radial Basis Function Network Based Design of Incipient Motion Condition of Alluvial Channels with Seepage


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ALLISON J., 1993: Multiquadric radial basis functions for representing multidimensional high energy physics data. Comp. Physics Comm., 77, 377-395.10.1016/0010-4655(93)90184-ESearch in Google Scholar

ANCID (Australian National Committee on Irrigation and Drainage), 2006: Australian Irrigation Water Provider Benchmarking Data Report for 2004-2005, Australian National Committee on Irrigation and Drainage, Canberra.Search in Google Scholar

BAGNOLD R. A., 1966: An Approach to the Sediment Transport Problem from General Physics. U. S. Geological Survey Professional Paper 422-I, 37.10.3133/pp422ISearch in Google Scholar

BLANNING R. W., 1975: The construction and implementation of metamodels. Simulation, 24, 6, 177-184.10.1177/003754977502400606Search in Google Scholar

BUFFINGTON J., MONTGOMERY D., 1997: A systematic analysis of eight decades of incipient motion studies, with special reference to gravel Bed Rivers. Wat. Resour. Res., 33, 8, 1993-2029.10.1029/96WR03190Search in Google Scholar

BULL W. B., 1979: Threshold of critical power in streams. Geolog. Soc. Amer. Bull., 90, 453-464.10.1130/0016-7606(1979)90<453:TOCPIS>2.0.CO;2Search in Google Scholar

BURGI P. H., KARAKI S., 1971: Seepage effects on channel bank stability. J. Irrig. Drain. Engng. Div., ASCE, 97, 1, 59-72.10.1061/JRCEA4.0000787Search in Google Scholar

CAAMAÑO D., GOODWIN P., MANIC M., 2006: Derivation of a bed load sediment transport formula using artificial neural networks. 7th international conference on hydro informatics, Nice, France.Search in Google Scholar

CHENG N. S., 1997: Seepage effect on open-channel flow and incipient sediment motion. (A thesis submitted to Nanyang Technological University in fulfillment of the requirements for the degree of Doctor of Philosophy.)Search in Google Scholar

CHENG N. H., CHIEW Y. M., 1999: Incipient sediment motion with seepage. J. Hydraul. Res., 37, 5, 665-681.10.1080/00221689909498522Search in Google Scholar

CIGIZOGLU H. K., 2002: Suspended sediment estimation and forecasting using artificial neural networks. Turkish J. Engng. Environmen. Sci., 26, 15-25.Search in Google Scholar

DOGAN E., YÜKSEL I., KISI O., 2007: Estimation of total sediment load concentration obtained by experimental study using artificial neural networks. Env. Fluid Mech., 7, 271-288.10.1007/s10652-007-9025-8Search in Google Scholar

GOVINDARAJU R. S., 2000: Artificial Neural Networks in Hydrology. Kluver Academic Publishers.10.1007/978-94-015-9341-0Search in Google Scholar

HARRISON S. S., 1968: The effects of ground water seepage on stream regimen - a laboratory study. (Ph.D. thesis.) University of North Dakota, Grand Forks, ND.Search in Google Scholar

HAAS T. C., 1998: Statistical assessment of spatio-temporal pollutant trends and meteorological transport models. Atm. Env., 32, 11, 1865-1879.10.1016/S1352-2310(97)00418-4Search in Google Scholar

HAYKIN S., 1994: Neural networks: a comprehensive foundation. Macmillan, New York.Search in Google Scholar

HOTCHKISS R. H., WINGERT C. B., KELLY W. E., 2001: Determining irrigation canal seepage with electrical resistivity. J. Irrig. Drain. Engng., 127, 1, 20-26.10.1061/(ASCE)0733-9437(2001)127:1(20)Search in Google Scholar

KUMAR B., RAO A. R. K., 2010: Metamodeling approach to Predict Friction Factor in Alluvial Channel. Comput. Electron. in Agricul., 70, 144-150.10.1016/j.compag.2009.09.015Search in Google Scholar

LAVELLE J. W., MOFJELD H. O. 1987: Do critical Stresses for Incipient Motion and Erosion Really Exist? J. Hydraul. Engng., ASCE, 113, 370-385.Search in Google Scholar

LU Y., CHIEW Y., CHENG N. S., 2008: Review of seepage effects on turbulent open-channel flow and sediment entrainment. J. Hydraul. Res., 46, 4, 476-488.10.3826/jhr.2008.2942Search in Google Scholar

MACLEAN A. G., 1991: Bed shear stress and scour over bedtype river intake. J. Hydraul. Eng., ASCE, 117, 4, 436-451.10.1061/(ASCE)0733-9429(1991)117:4(436)Search in Google Scholar

MANTZ P. A., 1977: Incipient transport of fine grains and flakes by fluids - Extended Shields' diagram. J. Hydraul. Div., ASCE, 103, 6, 601-614.10.1061/JYCEAJ.0004766Search in Google Scholar

MATLAB®, 2007: Version 7 www.themathworks.comSearch in Google Scholar

NAKAGAWA H. A., TETSURO T., MURAKAMI S. 1988: Effect of suction or injection through bottom of a stream on bed load transport process. IAHR. Int. Conf. on Fluvial Hydraulics, Budapest, Hungary.10.2208/prohe1975.32.541Search in Google Scholar

NAGY H. M., WATANABE K., HIRANO M., 2002: Prediction of sediment load concentration in rivers using Artificial Neural Network Model. J. Hydraul. Eng., 128, 6, 588-595.10.1061/(ASCE)0733-9429(2002)128:6(588)Search in Google Scholar

OLDENZIEL D. M., BRINK W. E., 1974: Influence of suction and blowing on entrainment of sand particles. J. Hydr. Div., ASCE, 100, 7, 935-949.10.1061/JYCEAJ.0004011Search in Google Scholar

PILLOTI M., 2001: Beginning of sediment transport of incoherent grains in shallow shear flows. J. Hydraul. Res., 39, 2, 115-123.10.1080/00221680109499812Search in Google Scholar

POGGIO T., GIROSI F. 1990: Networks for approximation and learning. Proc. IEEE, 78, 1481-1497.Search in Google Scholar

RICHARDSON C. P., ABT S. R., RICHARDSON E. V., 1985: Inflow seepage influence on straight alluvial canals. J. Hydraul. Engng., ASCE, 111, 8, 1133-1147.10.1061/(ASCE)0733-9429(1985)111:8(1133)Search in Google Scholar

RAO A. R. K., SITARAM N., 1999: Stability and Mobility of Sand-Bed Channels Affected By Seepage. J. Irrigat. Drain., ASCE, 125, 6, 370-379.10.1061/(ASCE)0733-9437(1999)125:6(370)Search in Google Scholar

SHIELDS A., 1936: Anwendung der Ahnlichkeitsmechanik und Turbulenzforschung auf Geschiebebewegung. Mitteilungen der preuss. Versuchsant. f. Wasserbau u. Schiffbau, Heft 26, Berlin.Search in Google Scholar

TATANG M. A., PAN W., PRINN R. G., MCRAE. G., 1997: An efficient method for parametric uncertainty analysis of numerical geophysical models. J. Geophysic. Res., 102, 21925-21932.10.1029/97JD01654Search in Google Scholar

VELIKANOV M. A., 1954: Gravitational Theory for Sediment Transport. (In Russian.) J. Sci. of the Soviet Union. Geophysics, Vol. 4.Search in Google Scholar

VAN DER LEEN F., TROISE F. L., TODD D. K., 1990: The water encyclopedia. Lewis, Chelsea, Mich.Search in Google Scholar

VAN DER LELY A., 1994: Coleambally Draft Land and Water Management Plan. November, 1995.Search in Google Scholar

WATTERS G. Z., RAO M. V. P., 1971: Hydrodynamic effects of seepage on bed particles, J. Hydraul. Div., ASCE, 101, 3, 421-439.10.1061/JYCEAJ.0002909Search in Google Scholar

WILLETS B. B., DROSSOS M. E., 1975: Local erosion caused by rapid infiltration. J. Hydraul. Div., ASCE, 101, 12, 1477-1488.10.1061/JYCEAJ.0004441Search in Google Scholar

YALIN S. M., 1976: Mechanics of Sediment Transport. Pergamon: Tarrytown, NY.Search in Google Scholar

YUHONG Z., WENXIN H., 2009: Application of artificial neural network to predict the friction factor of open channel flow. Comm. Nonlinear Sci. Num. Sim., 14, 2373-2378.10.1016/j.cnsns.2008.06.020Search in Google Scholar

ISSN:
0042-790X
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Engineering, Introductions and Overviews, other