Skip to main content
Log in

Modeling the transport and distribution of lead in tidal Keelung River estuary

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

A vertical, two-dimensional heavy metal (lead) transport model incorporated into the hydrodynamic, salt, and sediment transport modules was developed to simulate the lead concentration in the tidal Keelung River estuary of northern Taiwan. We validated the developed model with measured data, including longitudinal velocity, salinity, suspended sediment, and heavy metal (lead) concentration, obtained in 1998. An exponential relationship relating the salinity and suspended-sediment concentrations was established to calculate the partition coefficient of lead in the estuary. The simulated results of dissolved, particulate, and total lead concentrations agreed well with the measured data. A model sensitivity analysis indicated that the partition coefficient plays an important role in the distribution of dissolved and particulate lead concentrations along the tidal Keelung River estuary.

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

  • Beckers JM, Achterberg EP, Braungardt CH (2007) Comparison of high spatial resolution trace metal distribution with model simulations for surface waters of the Gulf of Cadiz. Estuar Coast Shelf Sci 74:599–609

    Article  Google Scholar 

  • Blumberg AF (1977) Numerical model of estuarine circulation. J Hydraul Eng Div ASCE 103:295–310

    Google Scholar 

  • Chang ST (2004) Field survey of water quality and suspended sediment in the Danshuei River estuary. Institute of Hydrological Sciences, National Central University, Taipei, p 96

    Google Scholar 

  • Davies JL (1964) A morphogenic approach to world shorelines. Zeitschrift Fur Geomorphologie 8:27–42

    Google Scholar 

  • Delo EA (1988) Estuarine muds manual. Report No. SR 164, Hydraulic Research, Wallingford, 64 pp

  • Dyer KR (1997) Estuaries: a physical introduction. Wiley, New York, p 195

    Google Scholar 

  • Elliott AJ (1976) A numerical model of the internal circulation in a branching estuary. Chesapeake Bay Institute, Special Report, 54, The Johns Hopkins University, 85 pp

  • Hartnett M, Berry A (2010) Transport of lead in the Mersey Estuary: the development of a novel approach to deriving partition coefficients. Adv Eng Softw 41:84–91

    Article  Google Scholar 

  • Hartnett M, Lin BL, Jones PD, Berry A (2006) Modelling the fate and transport of nickel in the Mersey Estuary. J Environ Sci Health A 41:825–847

    Google Scholar 

  • Hsu MH, Kuo AY, Kuo JT, Liu WC (1999) Procedure to calibrate and verify numerical models of estuarine hydrodynamics. J Hydraul Eng ASCE 125:166–182

    Article  Google Scholar 

  • Huang KM, Lin S (2003) Consequences and implication of heavy metal spatial variations in sediments of the Keelung River drainage basin, Taiwan. Chemosphere 53:1113–1121

    Article  Google Scholar 

  • Jay DA, Smith JD (1990) Residual circulation in shallow estuaries. 2. Weakly stratifies and partially mixed, narrow estuaries. J Geophys Res 95:733–748

    Article  Google Scholar 

  • Ji ZG, Hamrick JH, Pagenkopf J (2002) Sediment and metals modeling in shallow river. J Environ Eng ASCE 128:105–119

    Article  Google Scholar 

  • Krone RB (1962) Flume studies of the transport in estuarine shoaling processes. Final report, hydraulic engineering laboratory and sanitary engineering research laboratory. University of California, Berkeley

  • Liu WC (2005) Modeling the influence of settling velocity on cohesive sediment transport in Tanshui River estuary. Environ Geol 47:535–546

    Article  Google Scholar 

  • Liu WC, Hsu MH, Kuo JT (2002) Modelling of hydrodynamics and cohesive sediment transport in Tanshui river estuarine system, Taiwan. Mar Pollut Bull 44:1076–1088

    Article  Google Scholar 

  • Liu WC, Liu SY, Hsu MH, Kuo AY (2005) Water quality modeling to determine minimum instream flow for fish survival in tidal rivers. J Environ Manage 76:293–308

    Article  Google Scholar 

  • Liu WC, Hsu MH, Kuo JT (2007) Three-dimensional hydrodynamic and salinity transport modeling of Danshuei River estuarine system and adjacent coastal sea, Taiwan. Hydrol Process 21:3057–3071

    Article  Google Scholar 

  • Liu WC, Chen WB, Kuo JT (2008) Modeling residence time response to freshwater discharge in a mesotidal estuary, Taiwan. J Mar Syst 74:295–314

    Article  Google Scholar 

  • Mwanuzi F, De Smedt F (1999) Heavy metal distribution model under estuarine mixing. Hydrol Process 13:789–804

    Article  Google Scholar 

  • Ng B, Turner A, Tyler AO, Falconer RA, Millward GE (1996) Modelling contaminant geochemistry in estuaries. Water Res 30:63–74

    Article  Google Scholar 

  • Ng SMY, Wai OWH, Li YS, Li ZL, Jiang Y (2009) Integration of a GIS and a complex three-dimensional hydrodynamic, sediment and heavy metal transport numerical model. Adv Eng Softw 40:391–401

    Article  Google Scholar 

  • Odd NVM, Owen MW (1972) A two-layer model of mud transport in the Tames estuary. Proceedings of Institute of Civil Engineers, London, pp 195–202

  • Partheniades E (1965) Erosion and deposition of cohesive soils. J Hydraul Eng Div ASCE 91:105–139

    Google Scholar 

  • Prandle D (2009) Estuaries: dynamics, mixing, sedimentation and morphology. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Pritchard DW (1960) The movement and mixing of contaminants in tidal estuaries. In: Pearson EA (ed) Waste disposal in marine environment. Pergamon Press, Oxford, pp 512–525

    Google Scholar 

  • Rajar R, Zagar D, Cetina M, Akagi H, Yano S, Tomiyasu T, Horvat M (2004) Application of three-dimensional mercury cycling model to coastal seas. Ecol Model 171:139–155

    Article  Google Scholar 

  • Shrestha PL, Orlob GT (1996) Multiphase distribution of cohesive sediments and heavy metals in estuarine systems. J Environ Eng ASCE 122:730–740

    Article  Google Scholar 

  • Taiwan Environmental Protection Administration (2003) Investigation report of the Danshuei River water pollution (in Chinese)

  • Turner A, Millward GE (1994) The partitioning of trace metals in a macrotidal estuary: Implications for contaminant transport model. Estuar Coast Shelf Sci 39:45–58

    Article  Google Scholar 

  • Turner A, Millward GE (2002) Suspended particles: their role in estuarine biogeochemical cycles. Estuar Coast Shelf Sci 55:857–883

    Article  Google Scholar 

  • Turner A, Millward GE, Le Roux SM (2001) Sediment-water partitioning of inorganic mercury in estuaries. Environ Sci Technol 35:4648–4654

    Article  Google Scholar 

  • Van Maldegem DC, Mulder HPJ, Langerak A (1993) A cohesive sediment balance for the Scheldt estuary. Neth J Aquat Ecol 27:247–256

    Article  Google Scholar 

  • Wang DP, Kravitz DW (1980) A semi-implicit two-dimensional model of estuarine circulation. J Phys Oceanogr 10:441–454

    Article  Google Scholar 

  • Wang CF, Hsu MH, Liu WC, Hwang JS, Wu JT, Kuo AY (2007) Simulation of water quality and plankton dynamics in the Danshuei River estuary, Taiwan. J Environ Sci Health A 42:933–953

    Article  Google Scholar 

  • Wu Y, Falconer RA, Lin B (2005) Modelling trace metal concentration distributions in estuarine waters. Estuar Coast Shelf Sci 64:699–709

    Article  Google Scholar 

Download references

Acknowledgments

The project under which this study was conducted was supported by the National Science Council, Taiwan, under grant No. NSC 98-2625-M-239-001. The authors would like to express their appreciation to the Taiwan Water Resources Agency and the Environmental Protection Administration for providing the measured data.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wen-Cheng Liu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Liu, WC., Chen, WB. & Chang, YP. Modeling the transport and distribution of lead in tidal Keelung River estuary. Environ Earth Sci 65, 39–47 (2012). https://doi.org/10.1007/s12665-011-1063-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12665-011-1063-3

Keywords

Navigation