Abstract
Stochastic methods in hydraulics and hydrology of streamflow are presented. The hydraulics part consists of mechanics of streamflow and sediment transport. A technique presented herein enables one to analyze a limited amount of field data to determine the stochastic structure of irregular stream geometry so that cross-sections and slopes of a stream may be simulated wherever, or as many as, needed. It provides the rational basis of efficient use, interpolation, and extrapolation of field data of irregular stream geometry for any studies to understand and control transport processes in streams. Stochastic modelings of motion of a single sediment particle, either in suspension or on the stream bed, help in understanding the complex mechanism governing sediment transport and, hence, improving techniques for calculating the spatial distribution and transport rate of sediment. For practical applications, however, the technique combining the stochastic and deterministic methods should be most effective.
In the hydrology part, Markov and non-Markov models are presented which may be used to simulate streamflow data. Markov models, which dominated stochastic hydrology in the past, have short memories and, therefore, cannot preserve or simulate long-term persistence characterizing physiscal streamflows. Non-Markov models which are currently being developed, and may or may not belong to the Brownian domain, have very long or infinite memories.
This paper is dedicated to the idea of coupling the stochastic and deterministic methods in hydraulics and hydrology, so that the two methods may contribute their strengths while complementing each other for their weaknesses.
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References
Bayazit, M.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 327.
Benson, M. A.: 1968,Water Resources Res 4 (5), 891.
Benson, M. A. and Matalas, N. C.: 1967,Water Resources Res.3 (4), 931.
Bernier, J.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 392.
Box, G. E. P. and Jenkins, G. M.: 1970,Time Series Analysis Forecasting and Control, Holden-Day, San Francisco, p. 553.
Carlson, R. F., MacCormick, A. J. A., and Watts, D. G., 1970,Water Resources Res.6 (4), 1070.
Chiu, Chao-Lin: 1967a,J. Hyd. Div. 93, No. HY5., 203.
Chiu, Chao-Lin: 1967b,Proc. 12th Congr., Int'l Assoc. for Hyd. Res., Fort Collins, Colorado, A51, p. 415.
Chiu, Chao-Lin: 1968,J. Eng. Mec. Div., A.S.C.E.,94 (EM3), 811.
Chiu, Chao-Lin: 1971,Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh.
Chiu, Chao-Lin and Chen, K. C.: 1969,J. Eng. Mec. Div., A.S.C.E.,95, (EM5), 1215.
Chiu, Chao-Lin and Lee, T. S.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 95.
Chow, Ven Te: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 3.
Christensen, B. A. and Bush, P. W.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 402.
Conover, W. J. and Matalas, N. C.: 1967,U.S. Geol. Surv. Prof. Pa., 575-B, B60.
Conover, W. J. and Matalas, N. C.: 1969,J. Eng. Mec. Div., A.S.C.E.95 (EM5), 1063.
Einstein, H. A.: 1937,Der Geschiebetreib als Wahrscheinlichkeitsproblem, Verlag Rascher Co., Zurich.
Einstein, H. A.: 1950,Tech. Bull., p. 1026.
Einstein, H. A.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 9.
Elder, J. W.: 1959,J. Fluid. Mech. 5, 544.
Fiering, M. B.: 1967,Streamflow Synthesis, Harvard Univ. Press, Cambridge, p. 139.
Fiering, M. B. and Jackson, B. B.: 1971,Synthetic Streamflows, Am. Geophys. Un., Washington, D.C.
Fischer, H. B.: 1967,J. Hyd. Div., A.S.C.E.,93 (HY6), 187.
Gradowczyk, M. H. and Jacovkis, P. M.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 123.
Griggs, N. S.: 1969,Ph.D. Thesis, Colorado State Univ., Fort Collins, Colorado.
Gumbel, E. J.: 1954,Appl. Math. Ser. 33, 51.
Haag, E. G. and Bedford, K. W.: 1967,J. Hyd. Div., A.S.C.E.,97 (HY12), 2051.
Hayakawa, N.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 426.
Hurst, H. E.: 1951,Trans., A.S.C.E.,116, 776.
Jain, S. C., and Kennedy, J. F.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 449.
Lean, G. H.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 339.
Liggiett, J. A.: 1961,J. Hyd. Div., A.S.C.E.,87 (HY6), 2983.
Mandelbrot, B. B. and Wallis, J. R.: 1969,Water Resources Res.5 (1), 228.
Matalas, N. C.: 1967,Water Resources Res.3 (4), 937.
Matalas, N. C. and Wallis, J. R.: 1971,Water Resources Res.7 (6), 1460.
Mejia, J. M.: 1971,Ph.D. Thesis, Colorado State University, Fort Collins, Colorado.
Nordin, C. E.: 1971,U.S. Geol. Surv. Prof. Pa., 562-F, p. 41.
Parzen, E.: 1962,Stochastic Processes, Holden Day, San Francisco.
Prasad, S. N. and Gole, C. V.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 352.
Sayre, W. W. and Conover, W. J.: 1967,Proc. 12th Congr., I.A.H.R., Fort Collins, Colorado.
Shen, H. W. and Komura, S.: 1968,J. Hyd. Div., A.S.C.E.,94, (HY4), 997.
Shen, H. W., and Todorovic, P.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.), Pittsburgh, p. 489.
Tchen, C. M.: 1947,Publ. 51, Lab for Aero- and Hydrodynamics, Technical Univ., Delft.
Thomas, H. A., and Fiering, M. B.: 1963, in H. A. Thomas and M. B. Fiering (eds.),Operation Research in Water Quality Management, Harvard Univ. Water Program, Cambridge, Massachusetts, Chap. 2.
Todorovic, P. and Zelenhasic, E.: 1970,Water Resources Res.6, 1641.
Todorovic, P. and Rousselle, J.: 1971,Water Resources Res.7 (5), 1144.
Wiener, N.: 1958,Nonlinear Problems in Random Theory, The MIT Press, Cambridge.
Yalin, M. S. and Watt, W. E.: 1971, in Chao-Lin Chiu (ed.),Stochastic Hydraulics, University of Pittsburgh (Civ. Eng. Dept.) Pittsburgh, p. 364.
Yang, T.: 1968,Ph. D. Thesis, Colorado State Univ., Fort Collins, Colorado.
Yano, K., Tsuchiya, Y., and Michiu, M.: 1969,Proc. 13th. Congr. I.A.H.R., Kyoto, Japan.
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Chiu, CL. Stochastic methods in hydraulics and hydrology of streamflow. Geophysical Surveys 1, 61–84 (1972). https://doi.org/10.1007/BF01449551
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DOI: https://doi.org/10.1007/BF01449551