Skip to main content

Determination of the Concentration of Contaminants at the Outlet of the Underwater Source Based on the Variation Algorithm

  • Conference paper
  • First Online:
Physical and Mathematical Modeling of Earth and Environment Processes (2018)

Abstract

A variation algorithm for determining the concentration of the contaminating admixture at the outlet of the underwater source \( C_{p} \) is proposed. It is based on a minimization of the quadratic functional, which is determined by the residual values of the measured and calculated values of the pollution concentration and the solution of the corresponding problem in variations. The algorithm for determining the \( C_{p} \) tested in the framework of numerical three-dimensional hydrothermodynamic model of the spread of sewage in the coastal zone of the Crimean Peninsula, adjacent to the city of Sevastopol. Numerical experiments were carried out to restore the \( C_{p} \) for different number of measurements and different levels of random noise in the measurements. A measurement scheme was used in which a moving sensor consistently measured the vertical profile of pollution concentration at fifteen stations. It is shown that without taking into account the random noise in the initial data, the \( C_{p} \) parameter is restored accurately for any number and combination of stations. When random noise is taken into account, parameter \( C_{p} \) recovery occurs when the most informative stations are used. The proposed algorithm can be useful in the interpretation and planning of natural experiments on the study of wastewater distribution in coastal waters.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bondur, V.G., Grebenyuk, Yu.V: Remote indication of anthropogenic influence on marine environment caused by depth waste water plum: modeling, experiment. Issledovanie Zemli iz kosmosa 6, 49–67 (2001)

    Google Scholar 

  2. Bondur, V.: Complex satellite monitoring of coastal water areas. In: 31st International Symposium on Remote Sensing of Environment, St. Petersburg, June 20–24, p. 7 (2005)

    Google Scholar 

  3. Bondur, V.G.: Satellite monitoring and mathematical modelling of deep runoff turbulent jets in coastal water areas. In: Waste Water, Evaluation and Management. http://www.intechopen.com

  4. Blumberg, A., Ji, Z., Ziegler, C.: Modeling outfall plume behavior using far field circulation model. J. Hydraul. Eng. 122(11), 610–616 (1996)

    Article  Google Scholar 

  5. Zhang, X., Adams, E.: Prediction of near field plume characteristics using far field circulation model. Ibid 125(3), 233–241 (1999)

    Google Scholar 

  6. Bondur, V.G., ZHurbas, V.M., Grebenyuk, Yu.V.: Mathematical modeling of turbulent jets of deep-water sewage discharge into coastal basins. Oceanology 46(6), 757–771 (2006)

    Google Scholar 

  7. Alifanov, O.M., et al.: Extreme Methods for Solving Ill-Posed Problems, Nauka, Moscow, 286 p. (1988)

    Google Scholar 

  8. Gorsky, V.G.: Planning of Kinetic Experiments. Nauka, Moscow, 240 p. (1984)

    Google Scholar 

  9. Ivanov, V.A., Fomin, V.V.: Numerical modelling of propagation of underwater runoff in the coast of Heraclean Peninsula. Phys. Oceanogr. 6, 82–95 (2016)

    Google Scholar 

  10. Ivanov, V.A., Fomin. V.V.: Mathematical Modelling of the Dynamic Processing in the Sea-Land Zone. ECOSI-Gidrophisika, Sevastopol, 363 p. (2008)

    Google Scholar 

  11. Bondur, V.G., Ivanov, V.A., Fomin, V.V.: Features of propagation of contaminating water from an underwater out falling a stratified environment of coastal water. In: Izvestiya RAN, Fizika atmosfery i okeana, vol. 54, no. 4, pp. 453–461 (2018)

    Google Scholar 

  12. Smagorinsky, J.: General circulation experiments with primitive equations. I. The basic experiment. Mon. Weather Rev. 91(3), 99–164 (1963)

    Google Scholar 

  13. Mellor, G.L., Yamada, T.: Development of a turbulence closure model for geo-physical fluid problems. Rev. Geophys. Space Phys. 20(4), 851–875 (1982)

    Article  Google Scholar 

  14. Harten, A.: On a class of high resolution total-variation-stable finite-difference schemes. J. Numer. Anal. 21(1), 1–23 (1984)

    Article  Google Scholar 

  15. Fomin, V.V.: Application of TVD schemes to numerical modeling of frontal salinity zones in a shallow sea. Meteorologiya i gidrologiya 2, 59–68 (2006)

    Google Scholar 

  16. Kochergin, V.S., Kochergin, S.V.: Variational algoritm for identifying power pulsed source pollution. In: Ecologicheskiy vestnik nauchnyh centrov CHernomorskogo ehkonomicheskogo sotrudnichestva, no 3, pp. 62–72 (2017)

    Google Scholar 

  17. Morozov, A.N., Ivanov, V.A., Shutov, S.A., et al.: Spatial structure of currents near Heraclean Peninsula according ADCP-observations in 2015. In: Ecologicheskaya bezopasnost’ pribrezhnoj i shel’fovoj zon morya, MGI, Sevastopol, no. 1, pp. 73–79 (2016)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sergey Vladimirovich Kochergin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Kochergin, S.V., Fomin, V.V. (2019). Determination of the Concentration of Contaminants at the Outlet of the Underwater Source Based on the Variation Algorithm. In: Karev, V., Klimov, D., Pokazeev, K. (eds) Physical and Mathematical Modeling of Earth and Environment Processes (2018). Springer Proceedings in Earth and Environmental Sciences. Springer, Cham. https://doi.org/10.1007/978-3-030-11533-3_5

Download citation

Publish with us

Policies and ethics