Skip to main content
SpringerLink
Log in

A Modeling System for Monitoring Water Quality in Lagoons

  • Published:
Water, Air, & Soil Pollution Aims and scope Submit manuscript

Abstract

Regular monitoring of key water quality parameters is important for assessing the hydrological status of a lagoon and its management activities. In this study, a new cost-effective technique based on the geo-ecological information-modeling system (GIMS) is implemented employing the combined use of simulation experiments and in-field observations to investigate the problem of optimizing water quality monitoring of a lagoon. The GIMS is accompanied by 39 elements selected in 8 management systems and 31 functional elements, which are described in detail. It is shown that the combined use of model and field observations allows reliable recording of lagoon water quality and optimization of the monitoring regime. Finally, simulation experiments are presented, demonstrating the fidelity of the proposed modeling system to optimize water quality control through regular in-field measurements and simulations.

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

Access this article

Log in via an institution

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

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Bui Quoc Nghia (2002). Simulation system for the hydrophysical experiment in the anisotropic environment. PhD theses. Moscow Oceanology Institute of Russian Academy of Sciences, Moscow, 151 pp [in Russian].

  • Chattopadhyay, G., Chakraborthy, P., & Chattopadhyay, S. (2012). Mann-Kendall trend analysis of tropospheric ozone and its modeling using ARIMA. Theoretical and Applied Climatology, 110, 321–328. https://doi.org/10.1007/s00704-012-0617-y.

    Article  Google Scholar 

  • Cracknell, A. P., & Varotsos, C. A. (1994). Ozone depletion over Scotland as derived from Nimbus-7 TOMS measurements. International Journal of Remote Sensing, 15(13), 2659–2668.

    Article  Google Scholar 

  • Cracknell, A. P., & Varotsos, C. A. (1995). The present status of the total ozone depletion over Greece and Scotland: a comparison between mediterranean and more northerly latitudes. International Journal of Remote Sensing, 16(10), 1751–1763.

    Article  Google Scholar 

  • Cracknell, A. P., & Varotsos, C. A. (2007). Editorial and cover: Fifty years after the first artificial satellite: from sputnik 1 to envisat. International Journal of Remote Sensing, 28,(10), 2071–2072.

  • Cracknell, A. P., & Varotsos, C. A. (2011). New aspects of global climate-dynamics research and remote sensing. International Journal of Remote Sensing, 32(3), 579–600.

    Article  Google Scholar 

  • Cribb, J. (2017). Surviving the 21 st century. Surviving the 21st century: Humanity's ten great challenges and how we can overcome them. Switzerland, 255 pp: Springer. https://doi.org/10.1007/978-3-319-41270-2.

    Book  Google Scholar 

  • Efstathiou, M. N., & Varotsos, C. A. (2010). On the altitude dependence of the temperature scaling behaviour at the global troposphere. International Journal of Remote Sensing, 31, 343–349.

    Article  Google Scholar 

  • Efstathiou, M., Varotsos, C., & Kondratyev, K. Y. (1998). An estimation of the surface solar ultraviolet irradiance during an extreme total ozone minimum. Meteorology and Atmospheric Physics, 68(3), 171–176.

    Article  Google Scholar 

  • Efstathiou, M. N., Varotsos, C. A., Singh, R. P., Cracknell, A. P., & Tzanis, C. (2003). On the longitude dependence of total ozone trends over middle-latitudes. International Journal of Remote Sensing, 24(6), 1361–1367.

    Article  Google Scholar 

  • Efstathiou, M. N., Tzanis, C., Cracknell, A. P., & Varotsos, C. A. (2011). New features of land and sea surface temperature anomalies. International Journal of Remote Sensing, 32(11), 3231–3238.

    Article  Google Scholar 

  • Feretis, E., Theodorakopoulos, P., Varotsos, C., Efstathiou, M., Tzanis, C., Xirou, T., et al. (2002). On the plausible association between environmental conditions and human eye damage. Environmental Science and Pollution Research, 9(3), 163–165.

    Article  Google Scholar 

  • Ferrarin, G., Zaggia, L., Paschini, E., & Guerzoni, S. (2013). Hydrological regime and renewal capacity of the micro-tidal Lesina lagoon. Estuaries and Coasts, 37(1), 79–93.

    Article  Google Scholar 

  • Gernandt, H., Goersdorf, U., Claude, H., & Varotsos, C. A. (1995). Possible impact of polar stratospheric processes on mid-latitude vertical ozone distributions. International Journal of Remote Sensing, 16(10), 1839–1850.

    Article  Google Scholar 

  • Giuliani, S., Piazza, R., Bellucci, L. G., Nguyen, H. C., Vecchiato, M., Romano, S., Mugnai, C., Dang, H. N., & Frignani, M. (2011). PCBs in Central Vietnam coastal lagoons: levels and trends in dynamic environments. Marine Pollution Bulletin, 62, 1013–1024.

    Article  CAS  Google Scholar 

  • Ha, S.-R., Dung, P. A., & Lee, B.-H. (2001). Impacts of agrochemical fertilizer on the aquatic environment of paddy fields in Vietnam. Water Science and Technology, 43(5), 193–203.

    CAS  Google Scholar 

  • Jakimavičius, D., & Kovalenkovienė, M. (2010). Long-term water balance of the Curonian lagoon in the context of anthropogenic factors and climate change. Baltica (Vilnius), 23(1), 33–46.

    Google Scholar 

  • Kondratyev, K., & Varotsos, C. (1995). Atmospheric greenhouse effect in the context of global climate change. Il Nuovo Cimento C, 18(2), 123–151.

    Article  Google Scholar 

  • Kondratyev, K. Y., Varotsos, C. A., & Cracknell, A. P. (1994). Total ozone amount trend at St Petersburg as deduced from Nimbus-7 TOMS observations. International Journal of Remote Sensing, 15(13), 2669–2677.

    Article  Google Scholar 

  • Krapivin, V.F. & Mkrtchyan, F.A. (2016). Spectroellipsometric tools for the water quality diagnostics in the sea of Okhotsk. Proceedings of the 31st International Symposium on Okhotsk Sea & Sea Ice, 21–24 February 2016, Mombetsu, Hokaido, Japan. The Okhotsk Sea & Cold Ocean Research Association (OSCORA), Mombetsy, Hokkaido, Japan, 101–104.

  • Krapivin, V. F., & Shutko, A. M. (2012). Information technologies for remote monitoring of the environment. Chichester: Springer/Praxis 498 pp.

    Book  Google Scholar 

  • Krapivin, V. F., & Varotsos, C. A. (2008). Biogeochemical cycles in globalization and sustainable development. Chichester: Springer/Praxis.

    Google Scholar 

  • Krapivin, V. F., & Varotsos, C. A. (2016). Modelling the CO2 atmosphere-ocean flux in the upwelling zones using radiative transfer tools. Journal of Atmospheric Solar-Terrestrial. Physics, 150-151, 47–54.

    Article  CAS  Google Scholar 

  • Krapivin, V. F., Varotsos, C. A., & Soldatov, V. Y. (2015). New ecoinformatics tools in environmental science: applications and decision-making. London: Springer 903 pp.

    Book  Google Scholar 

  • Mai Trong, N., Tran Hong, H., Nguyen Chi, T., et al. (2005). Overview of wetlands status in Vietnam following 15 years of RAMSAR convention implementation (73pp). Hanoi: Vietnam Environment Protection Agency.

    Google Scholar 

  • McElwee, P. (2010). The social dimensions of adaptation to climate change in Vietnam. New York: The World Bank 140 pp.

    Google Scholar 

  • Mkrtchyan, F. A., & Krapivin, V. F. (2016). About microwave radiometry and spectroellipsometric technologies for monitoring marine ecosystems. Abstracts of the PICES Annual Meeting 2016 “25 Year of PICES: Celebrating the Past, Imagining the Future”, Nov. 2–13, 2016 (pp. 276–277). San Diego: North Pacific Marine Science Organization.

    Google Scholar 

  • Nitu, C., Krapivin, V. F., & Soldatov, V. Y. (2013). Information-modeling technology for environmental investigations. Bucharest: MATRIX ROM 621 pp.

    Google Scholar 

  • Ondov, J. M., Buckley, T. J., Hopke, P. K., Ogulei, D., Parlange, M. B., Rogge, W. F., Squibb, K. S., Johnston, M. V., & Wexler, A. S. (2006). Baltimore supersite: highly time- and size-resolved concentrations of urban PM2.5 and its constituents for resolution of sources and immune responses. Atmospheric Environment, 40, 224–237. https://doi.org/10.1016/j.atmosenv.2005.11.072.

    Article  Google Scholar 

  • Piazza, R., Giuliani, S., Bellucci, L. G., Mugnai, C., Nguyen, H. C., Dang, H. N., Vecchiato, M., Romano, S., & Frignani, M. (2010). PCDD/fs in sediments of central Vietnam coastal lagoons: in search of TCDD. Marine Pollution Bulletin, 60, 2303–2310.

    Article  CAS  Google Scholar 

  • Reid, S. J., Vaughan, G., Mitchell, N. J., Prichard, I. T., Smit, H. J., Jorgensen, T. S., et al. (1994). Distribution of ozone laminae during EASOE and the possible influence of inertia-gravity waves. Geophysical Research Letters, 21(13), 1479–1482.

    Article  CAS  Google Scholar 

  • Reid, S. J., Rex, M., Von Der Gathen, P., Fløisand, I., Stordal, F., Carver, G. D., et al. (1998). A study of ozone laminae using diabatic trajectories, contour advection and photochemical trajectory model simulations. Journal of Atmospheric Chemistry, 30(1), 187–207.

    Article  CAS  Google Scholar 

  • Rodriguez-Rodriguez, M., & Moreno-Ostos, E. (2006). Heat budget, energy storage and hydrological regime in a coastal lagoon. Limnologia, 36, 217–227.

    Article  Google Scholar 

  • Romano, S., Mugnai, C., Giulian, I. S., Turetta, C., Nguyen, H. C., Bellucci, L. G., Dang, H. N., Capodaglio, G., & Frignani, M. (2012). Metals in sediment cores from nine coastal lagoons in central Vietnam. American Journal of Environmental Sciences, 8(2), 130–142.

    Article  CAS  Google Scholar 

  • Romano, S., Mugnai, C., Giuliani, S., Nguyen, H. C., Bellucci, L. G., Turetta, C., Capodaglio, G., Dang, H. N., Albertazzi, S., & Frignani, M. (2013). Extreme events and environmental changes: tracing sedimentary processes in central Vietnam coastal lagoons. Chemistry and Ecology, 29(2), 166–180.

    Article  CAS  Google Scholar 

  • Tran, T. T. (2011). Morphodynamics of seasonally closed coastal inlets at the coast of Vietnam. The Netherlands: Ipskamp Drukkers 191 pp.

    Google Scholar 

  • Tran, Van Son (2016). Towards successful implementation of Vietnamese national government climate change policy at the provincial and local farmer level, PhD Theses, Southern Cross University, Lismore, 290 pp.

  • Tzanis, C., Varotsos, C., & Viras, L. (2008). Impacts of the solar eclipse of 29 March 2006 on the surface ozone concentration, the solar ultraviolet radiation and the meteorological parameters at Athens, Greece. Atmospheric chemistry and physics, 8(2), 425-430.

  • U.S. Environmental Protection Agency, 2007, EPA relying on existing clean air act regulations to reduce atmospheric deposition to the Chesapeake Bay and its watershed: Report Number 2007-P-00009, 13 p. plus appendices https://www.epa.gov/sites/production/files/2015-11/documents/20070228-2007-p-00009.pdf

  • Varotsos, C. (2002). The southern hemisphere ozone hole split in 2002. Environmental Science and Pollution Research, 9(6), 375–376.

    Article  Google Scholar 

  • Varotsos, C. (2005). Modern computational techniques for environmental data; application to the global ozone layer. Computational Science–ICCS, 2005, 43–68.

    Google Scholar 

  • Varotsos, C., & Cartalis, C. (1991). Re-evaluation of surface ozone over Athens, Greece, for the period 1901–1940. Atmospheric Research, 26(4), 303–310.

    Article  CAS  Google Scholar 

  • Varotsos, C. A., & Cracknell, A. P. (1993). Ozone depletion over Greece as deduced from Nimbus-7 TOMS measurements. International Journal of Remote Sensing, 14(11), 2053–2059.

    Article  Google Scholar 

  • Varotsos, C. A., & Cracknell, A. P. (1994). Three years of total ozone measurements over Athens obtained using the remote sensing technique of a Dobson spectrophotometer. International Journal of Remote Sensing, 15(7), 1519–1524.

    Article  Google Scholar 

  • Varotsos, C. A., & Cracknell, A. P. (2004). New features observed in the 11-year solar cycle. International Journal of Remote Sensing, 25(11), 2141–2157.

    Article  Google Scholar 

  • Varotsos, C. A., & Tzanis, C. (2012). A new tool for the study of the ozone hole dynamics over Antarctica. Atmospheric Environment, 47, 428–434.

    Article  CAS  Google Scholar 

  • Varotsos, C., Kalabokas, P., & Chronopoulos, G. (1994). Association of the laminated vertical ozone structure with the lower-stratospheric circulation. Journal of Applied Meteorology, 33(4), 473–476.

    Article  Google Scholar 

  • Varotsos, C., Kondratyev, K. Y., & Katsikis, S. (1995). On the relationship between total ozone and solar ultraviolet radiation at St. Petersburg, Russia. Geophysical Research Letters, 22(24), 3481–3484.

    Article  Google Scholar 

  • Varotsos, C. A., Kondratyev, K. Y., & Cracknell, A. P. (2000). New evidence for ozone depletion over Athens, Greece. International Journal of Remote Sensing, 21(15), 2951–2955.

    Article  Google Scholar 

  • Varotsos, C., Efstathiou, M., & Tzanis, C. (2009). Scaling behaviour of the global tropopause. Atmospheric Chemistry and Physics, 9(2), 677–683.

    Article  CAS  Google Scholar 

  • Varotsos, C. A., Tzanis, C. G., & Sarlis, N. V. (2016). On the progress of the 2015–2016 El Niño event. Atmospheric Chemistry and Physics, 16(4), 2007–2011.

    Article  CAS  Google Scholar 

  • Wald, A. (2013). Sequential analysis. Mineola: Dover Publications 224 pp.

    Google Scholar 

  • Wells, N. C. (2011). The atmosphere and ocean: a physical introduction. New York: Wiley 424 pp.

    Book  Google Scholar 

  • Xue, Y., He, X. W., Xu, H., Guang, J., Guo, J. P., & Mei, L. L. (2014). China collection 2.0: the aerosol optical depth dataset from the synergetic retrieval of aerosol properties algorithm. Atmospheric Environment, 95, 45–58. https://doi.org/10.1016/j.atmosenv.2014.06.019.

    Article  CAS  Google Scholar 

  • Zhengtao, L. (2015). Water quality criteria green book of China. The Netherlands: Springer 161 pp.

    Google Scholar 

Download references

Acknowledgments

This study partly was supported by the Russian Foundation for Basic Research, Project No. 16-01-000213-a.

Author information

Authors and Affiliations

  1. Kotelnikov Institute of Radioengineering and Electronics, Russian Academy of Sciences, Moscow, Russia

    V. F. Krapivin

  2. Department of Environmental Physics and Meteorology, University of Athens, Athens, Greece

    C. A. Varotsos

  3. Vietnam Institute of Logistics, Ho Chi Minh City, Vietnam

    B. Q. Nghia

Authors
  1. V. F. Krapivin
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. C. A. Varotsos
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. B. Q. Nghia
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to C. A. Varotsos.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Krapivin, V.F., Varotsos, C.A. & Nghia, B.Q. A Modeling System for Monitoring Water Quality in Lagoons. Water Air Soil Pollut 228, 397 (2017). https://doi.org/10.1007/s11270-017-3581-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11270-017-3581-4

Keywords

Search

Navigation