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Estimation of environmental capacity of phosphorus in Gorgan Bay, Iran, via a 3D ecological-hydrodynamic model

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Abstract

Gorgan Bay is a semi-enclosed basin located in the southeast of the Caspian Sea in Iran and is an important marine habitat for fish and seabirds. In the present study, the environmental capacity of phosphorus in Gorgan Bay was estimated using a 3D ecological-hydrodynamic numerical model and a linear programming model. The distribution of phosphorus, simulated by the numerical model, was used as an index for the occurrence of eutrophication and to determine the water quality response field of each of the pollution sources. The linear programming model was used to calculate and allocate the total maximum allowable loads of phosphorus to each of the pollution sources in a way that eutrophication be prevented and at the same time maximum environmental capacity be achieved. In addition, the effect of an artificial inlet on the environmental capacity of the bay was investigated. Observations of surface currents in Gorgan Bay were made by GPS-tracked surface drifters to provide data for calibration and verification of numerical modeling. Drifters were deployed at five different points across the bay over a period of 5 days. The results indicated that the annual environmental capacity of phosphorus is approximately 141 t if a concentration of 0.0477 mg/l for phosphorus is set as the water quality criterion. Creating an artificial inlet with a width of 1 km in the western part of the bay would result in a threefold increase in the environmental capacity of the study area.

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References

  • Appan, A. (1989). Water quality management in unprotected catchments—the total approach. Environmental Software, 4, 168–178.

    Article  Google Scholar 

  • Bastami, K., Bagheri, H., Haghparast, S., Soltani, F., Hamzehpoor, A., & Bastami, M. (2012). Geochemical and geo-statistical assessment of selected heavy metals in the surface sediments of the Gorgan Bay, Iran. Marine Pollution Bulletin, 64, 2877–2884.

    Article  CAS  Google Scholar 

  • Davies, H., Mirfenderesk, H., Tomlinson, R., & Szylkarski, S. (2009). Hydrodynamic, water quality and sediment transport modeling of estuarine and coastal waters on Gold Coast Australia. Journal of Coastal Research, 56, 937–941.

    CAS  Google Scholar 

  • Deng, Y., Zheng, B., Fu, G., Lei, K., & Li, Z. (2010). Study on the total water pollutant load allocation in the Changjiang (Yangtze River) Estuary and adjacent seawater area. Estuarine, Coastal and Shelf Science, 86, 331–336.

    Article  CAS  Google Scholar 

  • DHI (2012). MIKE 3 Flow Model user guide and scientific documentation, Danish Hydraulic Institute.

  • Han, H., Li, K., Wang, X., Shi, X., Qiao, X., & Liu, J. (2011). Environmental capacity of nitrogen and phosphorus pollutions in Jiaozhou Bay, China: modeling and assessing. Marine Pollution Bulletin, 63, 262–266.

    Article  CAS  Google Scholar 

  • Hodgkiss, I., & Lu, S. (2004). The effects of nutrients and their ratios on phytoplankton abundance in Junk Bay, Hong Kong. Hydrobiologia, 512, 215–229.

    Article  CAS  Google Scholar 

  • Johansson, J. O. R., & Lewis, R. R. (1992). Recent improvements in water quality and biological indicators in Hillsborough Bay, a highly impacted subdivision of Tampa Bay, Florida, USA. In: Vol-lenweider, R.A., Marchetti, R., Viviani, R. (Eds.), Marine Coastal Eutrophication. The Response of Marine Transitional Systems to Human Impact: Problems and Perspectives for Restoration. Science.

  • Jørgensen, B., & Richardson, K. (1996). Eutrophication in coastal marine ecosystems. Washington, DC: American Geophysical Union.

  • Khosravi, M., Karbasi, A., & Mazaheri, M. (2004). Investigation of eutrophication processes in Gorgan Bay. Water and Environment, 56-57, 14–20 (In Persian).

    Google Scholar 

  • Kitsiou, D., & Karydis, M. (2011). Coastal marine eutrophication assessment: a review on data analysis. Environment International, 37(4), 778–801.

    Article  Google Scholar 

  • Kurdi, M., Eslamkish, T., Seyedali, M., & Ferdows, M. (2015). Water quality evaluation and trend analysis in the Qareh Sou Basin, Iran. Environmental Earth Sciences, 73, 8167–8175.

    Article  CAS  Google Scholar 

  • Li, K., Shi, X., Bao, X., Ma, Q., & Wang, X. (2014). Modeling total maximum allocated loads for heavy metals in Jinzhou Bay, China. Marine Pollution Bulletin, 85, 659–664.

    Article  CAS  Google Scholar 

  • Liao, E., Jiang, Y., Yan, X., Chen, Z., Wang, J., & Zhang, L. (2013). Allocation of marine environmental carrying capacity in the Xiamen Bay. Marine Pollution Bulletin, 75, 21–27.

    Article  CAS  Google Scholar 

  • Malone, T. C., Maalej, A., & Smodlaka, N. (1996). Trends in land use, water quality and fisheries: a comparison of the Northern. Adriatic Sea and the Chesapeake Bay. Periodicum Biologorum, 98, 137–148.

    Google Scholar 

  • Nixon, S. W. (1995). Coastal marine eutrophication: a definition, social causes, and future concerns. Ophelia, 41, 199–219.

    Article  Google Scholar 

  • OECD (1982). Eutrophication of waters: monitoring, assessment and control. Organization for Economic and Cooperative Development, Paris, France.

  • Payandeh, A., Hadjizadeh Zaker, N., & Niksokhan, M. (2014). Numerical assessment of nutrient assimilative capacity of Khur-e-Musa in the Persian Gulf. Environmental Monitoring and Assessment, 187, 1–14.

    Google Scholar 

  • Qian, G., Shi, X., Li, K., Wang, X., Liang, S., & Qiao, X. (2012). Estimation of environmental capacity of petroleum hydrocarbons in Jiaozhou Bay. Chin. Fresenius Environ. Bull, 21, 48–53.

    CAS  Google Scholar 

  • Ranjbar, M. H., & Hadjizadeh Zaker, N. (2014). Numerical simulation of currents in Gorgan Bay by PMO dynamics & MIKE 21 FM. Proceedings of 11th International Conference on Coasts, ports and Marine Structures (ICOPMAS), Iran, Tehran.

  • Rodhe, H. (1992). Modeling biogeochemical cycles. In S. S. Butcher, R. J. Charlson, G. H. Orians, & G. V. Wolfe (Eds.), (pp. 55–72). Global Biogeochemical Cycles: Academic Press.

    Chapter  Google Scholar 

  • Smith, V., Tilman, G., & Nekola, J. (1999). Eutrophication: impacts of excess nutrient inputs on freshwater, marine, and terrestrial ecosystems. Environmental Pollution, 100, 179–196.

    Article  CAS  Google Scholar 

  • Taheri, M., Foshtomi, M., Noranian, M., & Mira, S. (2012). Spatial distribution and biodiversity of macrofauna in the southeast of the Caspian Sea, Gorgan Bay in relation to environmental conditions. Ocean Science Journal, 47, 113–122.

    Article  Google Scholar 

  • Todd, M. (2001). The many facets of linear programming. Mathematical Programming, 91, 417–436.

    Article  Google Scholar 

  • UK Technical Advisory Group on the Water Framework Directive (2008). UK environmental standards and conditions (phase 1)—final report. London, UK.

  • USEPA (United States Environmental Protection Agency) (2002). Information supporting the development of state and tribal nutrient criteria. Office of Water, United States Environmental Protection Agency, Washington, DC.

  • Wolanski, E. (2006). The environment in Asia Pacific harbours. Dordrecht: Springer.

    Book  Google Scholar 

  • Zhang, J., Liu, S., Ren, J., Wu, Y., & Zhang, G. (2007). Nutrient gradients from the eutrophic Changjiang (Yangtze River) Estuary to the oligotrophic Kuroshio waters and re-evaluation of budgets for the East China Sea Shelf. Progress in Oceanography, 74, 449–478.

    Article  Google Scholar 

  • Zhao, X., Wang, X., Shi, X., Li, K., & Ding, D. (2011). Environmental capacity of chemical oxygen demand in the Bohai Sea: modeling and calculation. Chinese Journal of Oceanology and Limnology, 29, 46–52.

    Article  CAS  Google Scholar 

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Acknowledgments

We would like to thank the Ports and Maritime Organization of Iran for their support of this study.

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Authors and Affiliations

  1. Graduate Faculty of Environment, University of Tehran, Tehran, Iran

    Mohammad Hassan Ranjbar & Nasser Hadjizadeh Zaker

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  1. Mohammad Hassan Ranjbar
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  2. Nasser Hadjizadeh Zaker
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Correspondence to Mohammad Hassan Ranjbar.

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Ranjbar, M.H., Hadjizadeh Zaker, N. Estimation of environmental capacity of phosphorus in Gorgan Bay, Iran, via a 3D ecological-hydrodynamic model. Environ Monit Assess 188, 649 (2016). https://doi.org/10.1007/s10661-016-5653-0

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