Skip to main content
Log in

Stochastic modelling of dispersion in shallow water

  • Originals
  • Published:
Stochastic Hydrology and Hydraulics Aims and scope Submit manuscript

Abstract

A random walk model to describe the dispersion of pollutants in shallow water is developed. By deriving the Fokker-Planck equation, the model is shown to be consistent with the two-dimensional advection-diffusion equation with space-varying dispersion coefficient and water depth. To improve the behaviour of the model shortly after the deployment of the pollutant, a random flight model is developed too. It is shown that over long simulation periods, this model is again consistent with the advection-diffusion equation. The various numerical aspects of the implementation of the stochastic models are discussed and finally a realistic application to predict the dispersion of a pollutant in the Eastern Scheldt estuary is described.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Arnold, L. 1974: Stochastic differential equations: Theory and applications. Wiley, London

    Google Scholar 

  • De Baas, A.F.; Van Dop, H.; Nieuwstadt, F.T.M. 1980: An application of the Langevin equation for inhomogeneous conditions to dispersion in a convective boundary layer. Quart Journ. Roy. Met. Soc. 12, 165–180

    Google Scholar 

  • De Jong, B. 1979: Stochastic simulation of diffusion phenomena with an application to dispersion by turbulent fluid flow. Report DIV 1979913

  • Dyke, P.P.G.; Robertson, T. 1985: The simulation of offshore turbulent dispersion using seeded eddies. Appl. Mat. Mod. 9, 429–433

    Google Scholar 

  • Fisher, H.B.; List, E.J.; Koh, R.C.Y.; Imberger, J.; Brooks, N.H. 1979: Mixing in inland and coastal waters. Academic Press, New York

    Google Scholar 

  • Jazwinski, A.H. 1970: Stochastic processes and filtering theory. Academic Press, New York

    Google Scholar 

  • Jenkins, A.D. 1985: Simulation of turbulent dispersion using a simple random walk model of the flow field. Appl. Mat. Mod. 9, 239–245

    Google Scholar 

  • Kloeden, P.E.; Platen, E. 1989: A survey of numerical methods for stochastic differential equations. Stochastic Hydrology and Hydraulics 3, 155–178

    Google Scholar 

  • Rumelin, W. 1982: Numerical treatment of stochastic differential equations. SIAM Journ. Num. Anal. 19, 604–613

    Google Scholar 

  • Talay, D.; Pardoux, E. 1985: Discretisation and simulation of stochastic differential equations. Acta Appl. Math. 13, 23–47

    Google Scholar 

  • Taylor, G.I. 1921: Diffusion by continuous movements. Proceedings of the London Mathematical Society 20, 196–211

    Google Scholar 

  • Van Dam, G.C. 1981: Models of dispersion. in: Pollutant transfer in the sea. Vol. 1, Kullenberg, G. (ed.), CRC press, Boca Raton, Florida, pp. 91–160

    Google Scholar 

  • Van Dop, H.; Nieuwstadt, F.T.M.; Hunt, J.C.R. 1985: Random walk models for particle displacements in inhomogeneous unsteady turbulent flows. Physics of Fluids 28, 1639–1653

    Google Scholar 

  • Van Stijn, Th.L.; Praagman, N. 1988: On the numerical calculation of dispersion of constituents in estuaries and coastal seas. In: Computational methods in flow analysis. Niki, H.; Kawahara, M. (eds.), Okayama University of Science, pp. 1017–1024

  • Van Stijn, Th.L.; Praagman, N.; Van Eijkeren, J. 1987: Positive advection schemes for environmental studies. In: Numerical methods in laminair and turbulent flow. Taylor, C. et al. (ed.), Pineridge Press, Swansea, pp. 1256–1267

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Heemink, A.W. Stochastic modelling of dispersion in shallow water. Stochastic Hydrol Hydraul 4, 161–174 (1990). https://doi.org/10.1007/BF01543289

Download citation

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01543289

Key words

Navigation