Skip to main content
Log in

Applying an Integrated System for Ground to Space Monitoring of Anthropogenic Impacts on Coastal Waters of the Black Sea

  • SPACE VEHICLES, SYSTEMS, AND PROGRAMS FOR SPACE-BASED EARTH RESEARCH
  • Published:
Izvestiya, Atmospheric and Oceanic Physics Aims and scope Submit manuscript

Abstract

The authors describe features and the operation of an integrated ground to space monitoring system for studying anthropogenic effects on coastal waters of the Black Sea in the period between May 2014 and July 2020. Use is made of data from optical and radar instruments mounted on different spacecraft of a multi-satellite remote sensing constellation, and from hydrophysical, hydrooptical, hydrochemical, and hydrobiological sensors positioned on research vessels, an oceanographic platform, and moored stations. The results from registering water environment parameters help reveal and analyze such different sources of pollution as oil slicks, petroleum products, and deep wastewater discharges. Analysis of multispectral satellite imagery using color indices allows registration of 133 cases of wastewater surfacing and reveals failures of wastewater collectors in waters near the cities of Sevastopol and Gelendzhik. Improvements in the environmental state of coastal waters in the area of Sevastopol (starting from August 2019) are observed as a result of recommendations for improving their ecological conditions being implemented.

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.

Fig. 1.
Fig. 2.
Fig. 3.
Fig. 4.
Fig. 5.
Fig. 6.
Fig. 7.
Fig. 8.
Fig. 9.

Similar content being viewed by others

REFERENCES

  1. Bondur, V.G., Aerospace methods in modern oceanology, in Novye Idei v okeanologii. Tom 1. Fizika. Khimiya. Biolo-giya (New Ideas in Oceanology, Vol. 1: Physics, Chemistry, and Biology), Moscow: Nauka, 2004, pp. 55–117.

  2. Bondur, V., Complex satellite monitoring of coastal water areas, in 31st International Symposium on Remote Sensing of Environment, ISRSE, 2005.

  3. Bondur, V.G., Aerospace methods and technologies for monitoring oil and gas areas and facilities, Izv., Atmos. Ocean. Phys., 2011a, vol. 47, no. 9, pp. 1007–1018.

    Article  Google Scholar 

  4. Bondur, V.G., Satellite monitoring and mathematical modelling of deep runoff turbulent jets in coastal water areas, in Waste Water–Evaluation and Management, Rijeka: InTech, 2011b, pp. 155–180. http://www.intechopen. com/articles/show/title/satellite-monitoring-and-mathematical-modelling-of-deep-runoff-turbulent-jets-in-coastal-water-areas.

    Google Scholar 

  5. Bondur, V.G., Modern approaches to processing large hyperspectral and multispectral aerospace data flows, Izv., Atmos. Ocean. Phys., 2014, vol. 50, no. 9, pp. 840–852. https://doi.org/10.7868/S0205961414010035

    Article  Google Scholar 

  6. Bondur, V.G. and Grebenyuk, Y.V., Remote indication of anthropogenic influence on marine environment caused by depth wastewater plume: modeling, experiments, Issled. Zemli Kosm., 2001, no. 6, pp. 49–67.

  7. Bondur, V.G. and Murynin, A.B., Methods for retrieval of sea wave spectra from aerospace image spectra, Izv., Atmos. Ocean. Phys., 2016, vol. 52, no. 9, pp. 877–887. https://doi.org/10.1134/S0001433816090085

    Article  Google Scholar 

  8. Bondur, V.G. and Savin, A.I., Design of a system to monitor the environment for purposes relating to ecology and natural resources, Sov. J. Remote Sens., 1993, vol. 10, no. 6, pp. 1078–1093.

    Google Scholar 

  9. Bondur, V.G. and Sharkov, E.A., Statistical characteristics of foam formations on a disturbed sea surface, Okeanologiya, 1982, vol. 22, no. 3, pp. 372–379.

    Google Scholar 

  10. Bondur, V.G. and Starchenkov, S.A., Methods and programs for aerospace image processing and classification, Izv. Vyssh. Uch. Zaved.: Geod. Aerophotogr., 2001, no. 3, pp. 118–143.

  11. Bondur, V. and Tsidilina, M., Features of formation of remote sensing and sea truth databases for the monitoring of anthropogenic impact on ecosystems of coastal water areas, 31st International Symposium on Remote Sensing of Environment, ISRSE, 2005, pp. 192–195.

  12. Bondur, V.G. and Zamshin, V.V., Comprehensive ground-space monitoring of anthropogenic impact on Russian Black Sea coastal water areas, Proceedings of the Scientific–Practical Conference “Research and Development-2016,” Anisimov, K.V., et al., Eds., New York: Springer-Verlag, 2018, pp. 625–637. https://doi.org/10.1007/978-3-319-62870-7

  13. Bondur, V.G. and Zubkov, E.V., Identification of the small-scale inhomogeneities of optical characteristics of the oceanic upper layer from high-resolution multispectral space images. Part 1: The spill effects of channels drainage at a coastal area, Issled. Zemli Kosm., 2005, no. 4, pp. 54–61.

  14. Bondur, V.G., Zhurbas, V.M., and Grebenyuk, Yu.V., Mathematical modeling of turbulent jets of deep-water sewage discharge into coastal basins, Oceanology (Engl. Transl.), 2006a, vol. 46, no. 6, pp. 757–771.

  15. Bondur, V.G., Keeler, R.N., Starchenkov, S.A., and Rybakova, N.I., Monitoring of the pollution of the ocean coastal water areas using space multispectral high-resolution imagery, Issled. Zemli Kosm., 2006b, no. 6, pp. 42–49.

  16. Bondur, V.G., Filatov, N.N., Grebenyuk, Yu.V., Dolotov, Yu.S., Zdorovennov, R.E., Petrov, M.P., and Tsidilina, M.N., Studies of hydrophysical processes during monitoring of the anthropogenic impact on coastal basins using the example of Mamala Bay of Oahu Island in Hawaii, Oceanology (Engl. Transl.), 2007, vol. 47, no. 6, pp. 769–787.

  17. Bondur, V.G., Grebenyuk, Yu.V., and Sabinin, K.D., Variability of internal tides in the coastal water area of Oahu Island (Hawaii), Oceanology (Engl. Transl.), 2008, vol. 48, no. 5, pp. 611–621.

  18. Bondur, V.G., Grebenyuk, Yu.V., and Sabinin, K.D., The spectral characteristics and kinematics of short-period internal waves on the Hawaiian shelf, Izv., Atmos. Ocean. Phys., 2009a, vol. 45, no. 5, pp. 598–607.

    Article  Google Scholar 

  19. Bondur, V.G., Grebenyuk, Yu.V., Ezhova, E.V., Kazakov, V.I., Sergeev, D.A., Soustova, I.A., and Troitskaya, Yu.I., Surface manifestations of internal waves investigated by a subsurface buoyant jet: 1. The mechanism of internal-wave generation, Izv., Atmos. Ocean. Phys., 2009b, vol. 45, no. 6, pp. 779–790.

    Article  Google Scholar 

  20. Bondur, V.G., Vorobjev, V.E., Grebenjuk, Y.V., Sabinin, K.D., and Serebryany, A.N., Study of fields of currents and pollution of the coastal waters on the Gelendzhik shelf of the Black Sea with space data, Izv., Atmos. Ocean. Phys., 2013, vol. 49, no. 9, pp. 886–896.

    Article  Google Scholar 

  21. Bondur, V.G., Dulov, V.A., Murynin, A.B., and Yurovsky, Yu.Yu., A study of sea-wave spectra in a wide wavelength range from satellite and in-situ data, Izv., Atmos. Ocean. Phys., 2016, vol. 52, no. 9, pp. 888–903. https://doi.org/10.1134/S0001433816090097

    Article  Google Scholar 

  22. Bondur, V.G., Sabinin, K.D., and Grebenyuk, Yu.V., Characteristics of inertial oscillations according to the experimental measurements of currents on the Russian shelf of the Black Sea, Izv., Atmos. Ocean. Phys., 2017, vol. 53, no. 1, pp. 120–126. https://doi.org/10.1134/S0001433816050030

    Article  Google Scholar 

  23. Bondur, V.G., Ivanov, V.A., and Fomin, V.V., Peculiarities of polluted water spreading from a submarine source in stratified coastal environment, Izv., Atmos. Ocean. Phys., 2018a, vol. 54, no. 4, pp. 386–393. https://doi.org/10.1134/S0001433818040205

    Article  Google Scholar 

  24. Bondur, V.G., Vorobyev, V.E., Zamshin, V.V., Serebryany, A.N., Latushkin, A.A., Li, M.E., Martynov, O.V., Hurchak, A.P., and Grinchenko, D.V., Monitoring anthropogenic impact on some coastal water areas of the Black Sea using multispectral satellite imagery, Izv., Atmos. Ocean. Phys., 2018b, vol. 54, no. 9, pp. 1008–1022. https://doi.org/10.1134/S0001433818090098

    Article  Google Scholar 

  25. Bondur, V.G., Zamshin, V.V., Zamshina, A.Sh., and Vorobyev, V.E., Registering from space the features of deep wastewater outfalls into coastal water areas due to discharge collector breaks, Issled. Zemli Kosm., 2020a, no. 2, pp. 3–14. https://doi.org/10.31857/S0205961420020025

  26. Bondur, V.G., Ivanov, V.A., Vorobiev, V.E., Dulov, V.A., Dolotov, V.V., Zamshin, V.V., Kondratiev, S.I., Lee, M.E., and Malinovsky, V.V., Ground-to-space monitoring of anthropogenic impacts on the coastal zone of the Crimean peninsula, Phys. Oceanogr., 2020b, vol. 27, no. 1, pp. 95–107. https://doi.org/10.22449/1573-160X-2020-1-95-107

    Article  Google Scholar 

  27. Ermakov, S.A., Sergievskaya, I.A., and Gushchin, L.A., Remote sensing of films of marine surface, Sovrem. Probl. Distantsionnogo Zondirovaniya Zemli Kosm., 2006, vol. 3, no. 2, pp. 86–98.

    Google Scholar 

  28. Izrael’, Yu.A. and Tsyban’, A.V., Antropogennaya ekologiya okeana (Anthropogenic Ocean Ecology), Moscow: Flinta Nauka, 2009.

  29. Ivanov, V.A. and Dulov, V.A., Monitoring pribrezhnoi zony na Chernomorskom eksperimental’nom podsputnikovom poligone (Monitoring of the Coastal Zone at the Black Sea Experimental Sea Truth Test Area), Sevastopol: Morks. Gidrofiz. Inst., Nats. Akad. Nauk Ukr., 2014.

  30. Ivanov, A. and Zatyagalova, V., A GIS approach to mapping of oil spills in the marine environment, Int. J. Remote Sens., 2008, vol. 29, no. 21, pp. 6297–6313.

    Article  Google Scholar 

  31. Ivanov, V.A., Sovga, E.E., and Katunina, E.V., Assessment of anthropogenic impacts on the ecosystem of the Herakleian Peninsula in the area of deep outflows, Protsessy Geosredakh, 2016, no. 1, pp. 62–68.

  32. Ivanov, A.Yu., Matrosova, E.R., Kucheiko, A.Yu., Filimonova, N.A., Evtushenko, N.V., Terleeva, N.V., and Libina, N.V., Search and detection of natural oil seeps in the Russian seas using spaceborne SAR imagery, Izv., Atmos. Ocean. Phys., 2020, vol. 56, no. 12.

  33. Keeler, R., Bondur, V., and Vithanage, D., Sea truth measurements for remote sensing of littoral water, Sea Technol., 2004, no. 4, pp. 53–58.

  34. Kostyanoi, A.G., Satellite monitoring of the Earth’s climate system parameters. The ocean, Fundam. Prikl. Klimatol., 2017, pp. 57–85.

    Google Scholar 

  35. Lavrova, O.Iu., Kostyanoi, A.G., Lebedev, S.A., Mityagina, M.I., Ginzburg, A.I., and Sheremet, N.A., Kompleksnyi sputnikovyi monitoring morei Rossii (Integrated Satellite Monitoring of the Seas of Russia), Moscow: Inst. Kosm. Issled., Ross. Akad. Nauk, 2011.

  36. Pugach, S.P., Pipko, I.I., Shakhova, N.E., Shirshin, E.A., Perminova, I.V., Gustafsson, O., Bondur, V.G., Ruban, A.S., and Semiletov, I.P., Dissolved organic matter and its optical characteristics in the Laptev and East Siberian seas: Spatial distribution and interannual variability (2003–2011), Ocean Sci., 2018, vol. 14, no. 1, pp. 87–103. https://doi.org/10.5194/os-14-87-2018

    Article  Google Scholar 

  37. Savin, A.I. and Bondur, V.G., Scientific fundamentals of creation and diversification of the global aerospace systems, Atmos. Ocean. Opt., 2000, vol. 13, no. 1, pp. 38–53.

    Google Scholar 

  38. Toba, J., Local balance in the air–sea boundary process, Oceanogr. Soc. Jpn., 1973, vol. 29, pp. 209–225.

    Article  Google Scholar 

  39. Zaitsev, Yu.P., Vvedenie v ekologiiu Chernogo moria (Introduction to Ecology of the Black Sea), Odessa: Even, 2006.

Download references

Funding

The work was supported by the Russian Federation Ministry of Education and Science, project no. RFMEFI60419X0223.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to V. V. Zamshin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zamshin, V.V., Vorobyev, V.E. Applying an Integrated System for Ground to Space Monitoring of Anthropogenic Impacts on Coastal Waters of the Black Sea. Izv. Atmos. Ocean. Phys. 56, 1705–1718 (2020). https://doi.org/10.1134/S0001433820120580

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0001433820120580

Keywords:

Navigation