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Modelling Pb and Cd dynamics in the Seine estuary

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Abstract

The Seine estuary (France) is currently one of the world’s most contaminated estuaries, due in particular to its high cadmium and lead content. Proper understanding of contaminant transfer, transformation and retention mechanisms throughout the estuary and up to the adjacent marine zone require a range of studies involving data collections, experiments, and modeling tool. A multivariable transport model (SiAM-3D) was used to simulate dissolved and particulate transport and it is applied to several calculation grids; a speciation model (MOCO) was used to select key species and obtain a schematic system representation. The coupled model for Cd and Pb was compared with field measurements. The complementary character of various tools (model applied to annual time scale, in situ measurements and experiments) allowed to explore and quantify various hypotheses on the high dissolved cadmium concentrations observed during low river flow. The target is to achieve a compromise between acceptable computing times and adequate result accuracy. Although particle and contaminant behaviour is globally well-reproduced by the coarse grid, calculation errors relating to bayward fluxes and stocks deposited inside the estuary were highlighted after comparison with the fine grid.

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References

  • Atkinson, J. F., S. K. Gupta, J. V. DePinto & R. R. Rumer, 1998. Linking hydrodynamic and water quality models with different scales. Journal of Environmental Engineering 124: 399–408.

    Article  CAS  Google Scholar 

  • Avoine, J., G. P. Allen, M. Nichols, J. C. Salomon & C. Larsonneur, 1981. Suspended sediment transport in the Seine estuary, France: Effect of man-made modification on estuary-shelf sedimentology. Marine Geology 40: 119–137.

    Article  Google Scholar 

  • Bourg, A. M., 1982. ADSORP, a chemical equilibria computer program accounting for adsorption processes in aquatic systems. Environmental Technology Letters 3: 305–310.

    CAS  Google Scholar 

  • Boutier, B., J. F. Chiffoleau, D. Auger & I. Truquet, 1993. Influence of the Loire river on dissolved lead and cadmium concentrations in coastal waters of Brittany. Estuarine, Coastal Shelf Science 36: 133–145.

    Article  CAS  Google Scholar 

  • Brenon, I. & P. Le Hir, 1999. Modelling the turbidity maximum in the Seine estuary (France): Identification of formation processes. Estuarine, Coastal and Shelf Science 49: 525–544.

    Article  CAS  Google Scholar 

  • Chiffoleau, J. F., D. Cossa, D. Auger & I. Truquet, 1994. Trace metal distribution, partition and fluxes in the Seine estuary (France) in low discharge regime. Marine Chemistry 47: 145–158.

    Article  CAS  Google Scholar 

  • Chiffoleau, J. F., D. Auger & E. Chartier, 1999. Fluxes of selected trace metals from the Seine estuary to the eastern English Channel during the period august 1994 to july 1995. Continental Shelf Research 19: 2063–2082.

    Article  Google Scholar 

  • Chiffoleau, J. F., D. Auger, E. Chartier, P. Michel, I. Truquet, A. Ficht, J. L. Gonzalez & L. A. Romana, 2001a. Spatiotemporal changes in cadmium contamination in the Seine Estuary (France). Estuaries 24: 1029–1040.

    Article  CAS  Google Scholar 

  • Chiffoleau, J. F., D. Claisse, D. Cossa, A. Ficht, J. L. Gonzalez, T. Guyot, P. Michel, P. Miramand, C. Oger & F. Petit, 2001b. La contamination métallique. Programme scientifique «Seine Aval». Fascicule no 8. IFREMER Editions. Plouzané (France), p 39.

  • Ciffroy, P., J. M. Garnier & L. Benyahya, 2003. Kinetic partitioning of Co, Mn, Cs, Fe, Ag, Zn and Cd in fresh waters (Loire) mixed with brackish waters (Loire estuary): experimental and modelling approaches. Marine Pollution Bulletin 46: 626–641.

    Article  PubMed  CAS  Google Scholar 

  • Comans, R. N. J. & C. P. J. Van Dijk, 1988. Role of complexation processes in cadmium mobilization during estuarine mixing. Nature 336: 151–154.

    Article  CAS  Google Scholar 

  • Comber, S. D. W., A. M. Gunn & C. Whalley, 1995. Comparison of the partitioning of trace metals in the Humber and Mersey Estuaries. Marine Pollution Bulletin 30(12):851–860.

    Article  CAS  Google Scholar 

  • Comber, S. D. W., M. J. Gardner, A. M. Gunn & C. Whalley, 1996. Kinetics of trace metal sorption to estuarine suspended particulate matter. Chemosphere 33: 1027–1040.

    Article  CAS  Google Scholar 

  • Cugier, P. & P. Le Hir, 2002. Development of a 3D hydrodynamical model for coastal ecosystem modelling. Application to the plume of the Seine River. Estuarine, Coastal and Shelf Science 55: 673–695.

    Article  Google Scholar 

  • Dange, C., 2002. Etude du comportement des éléments traces en milieu estuarien: approche expérimentale et modélisation. Thèse Université de Reims Champagne-Ardennes, p 467.

  • Davis, J. A. & D. B. Kent, 1990. Surface complexation modelling in aqueous geochemistry, In Hochella, M. F. & A. F. White (eds), Mineral-water interface geochemistry, Reviews in Mineralogy, Vol. 23. 177–260.

  • Dzombak, D. A. & F. M. M. Morel, 1990. Surface complexation modeling: Hydrous ferric oxide. John Wiley, New York.

    Google Scholar 

  • Elbaz-Poulichet, F., W. W. Huang, J. M. Martin & J. X. Zhu, 1987. Dissolved cadmium behaviour in some selected French and Chinese estuaries. Consequences on cadmium supply to the ocean. Marine Chemistry 22: 125–136.

    Article  CAS  Google Scholar 

  • Even, S., A. Ficht, B. Thouvenin, J. Garnier, P. Servais & P. Le Hir, 2006. Modelling the carbon cycle in the turbidity maximum of the Seine estuary. In SIL Proceedings: Verhandlungen International Verein für Limnolgie 29(5): 2263–2266.

  • Garnier, J. M., J. M. Martin, J. M. Mouchel & K. Sioud, 1996. Partitioning of trace metals between the dissolved and particulate phases and particulate surface reactivity in the Lena River estuary and the Laptev Sea (Russia). Marine Chemistry 53: 269–283.

    Article  CAS  Google Scholar 

  • Garnier, J., P. Servais, G. Billen, M. Akopian & N. Brion, 2001. Lower Seine river and estuary (France) carbon and oxygen budgets during low flow. Estuaries 24: 964–976.

    Article  CAS  Google Scholar 

  • Gleizon, P., A. G. Punt, M. G. Lyons, 2003. Modelling hydrodynamics and sediment flux within a macrotidal estuary: problems and solutions. The Science of the Total Environment 314–316: 589–597.

    Article  PubMed  CAS  Google Scholar 

  • Gonzalez, J. L., C. Dange & B. Thouvenin, 2001a. Spéciation des contaminants métalliques en milieu estuarien : Intérêt de la modélisation et application au cadmium. Hydroécologie Appliquée 13: 37–55.

    Article  Google Scholar 

  • Gonzalez, J. L., B. Thouvenin, C. Dange, A. Fiandrino & J. F. Chiffoleau, 2001b. Modeling of Cd speciation and dynamics in the Seine estuary (France). Estuaries 24(6B): 1041–1055.

    Article  CAS  Google Scholar 

  • Gonzalez-Davila, M., 1995. The role of phytoplankton cells on the control of heavy metal concentration in seawater. Marine Chemistry 48: 215–236.

    Article  CAS  Google Scholar 

  • Guezennec, L., R. Lafite, J. P. Dupont, R. Meyer & D. Boust, 1999. Hydrodynamics of suspended particulate matter in the tidal freshwater zone of a macrotidal estuary (The Seine estuary, France). Estuaries 22: 717–727.

    Article  Google Scholar 

  • Harris, J. R. W. & R. N. Gorley, 2003. EcoS, a framework for modelling hierarchical spatial systems. The Science of the Total Environment 314–316: 625–635.

    Article  PubMed  CAS  Google Scholar 

  • James, I. D., 2002. Modelling pollution dispersion, the ecosystem and water quality in coastal waters: a review. Environmental Modelling, Software 17: 363–385.

    Article  Google Scholar 

  • Kraepiel, A. M., J. F. Chiffoleau, J. M. Martin & F. M. M. Morel, 1997. Geochemistry of trace metals in the Gironde estuary. Geochimica Cosmochimica Acta 61: 1421–1436.

    Article  CAS  Google Scholar 

  • Le Goff, F., 2002. Apports des contaminants chimiques en estuaire de Seine. Rapport de stage DESS «Evaluation des Risques Environnementaux». Université du Havre. INERIS-IFREMER (Cellule ARC). 41p + annexes + CD-ROM.

  • Le Hir, P., A. Ficht, R. Silva Jacinto, P. Lesueur, J. P. Dupont, R. Lafite, I. Brenon, B. Thouvenin & P. Cugier, 2001a. Fine sediment transport and accumulations at the mouth of the Seine estuary (France). Estuaries 24: 950–963.

    Article  Google Scholar 

  • Le Hir, P., P. Bassoullet & H. Jestin, 2001b. Application of the continuous modeling concept to simulate high-concentration suspended sediment in a macrotidal estuary. In: McAnally, W. H. & A. J. Mehta (eds), Coastal and Estuarine Fine Sediment Processes. Proceedings in Marine Science N°3, Elsevier, 229–247.

  • Lesourd, S., P. Lesueur, J. C. Brun-Cottan, J. P. Auffret, N. Poupinet & B. Laignel, 2001. Morphosedimentary evolution of the macrotidal Seine estuary subjected to human impact. Estuaries 24: 940–949.

    Article  CAS  Google Scholar 

  • Martino, M., A. Turner, M. Nimmo & G. E. Millward, 2002. Resuspension, reactivity and recycling of trace metals in the Mersey estuary, UK. Marine Chemistry 77: 171–186.

    Article  CAS  Google Scholar 

  • Millward, G. E. & Y. P. Liu, 2003. Modelling metal desorption kinetics in estuaries. The Science of the Total Environment 314–316: 613–623.

    Article  PubMed  CAS  Google Scholar 

  • Mwanuzi, F. & F. De Smedt, 1999. Heavy metal distribution model under estuarine mixing. Hydrological processes 13: 789–804.

    Article  Google Scholar 

  • Ng, B., A. Turner, A. O. Tyler, R. A. Falconer & G. E. Millward, 1996. Modelling contaminant geochemistry in estuaries. Water Research 30: 63–74.

    Article  CAS  Google Scholar 

  • Ouddane, B., D. Boust, E. Martin, J. C. Fischer & M. Wartel, 2001. The post-depositional reactivity of iron and manganese in the sediments of a macrotidal estuarine system. Estuaries 24: 1015–1028.

    Article  CAS  Google Scholar 

  • Perianez, R. & A. J. Elliott, 2002. A particle-tracking method for simulating the dispersion of non-conservative radionuclides in coastal waters. Journal of Environmental Radioactivity 58(1): 13–33.

    Article  PubMed  CAS  Google Scholar 

  • Robert, S., G. Blanc, J. Schäfer, G. Lavaux & G. Abril, 2004. Metal mobilization in the Gironde estuary (France) : the role of the soft mud layer in the maximum turbidity zone. Marine Chemistry 87: 1–13.

    Article  CAS  Google Scholar 

  • Santschi, P. H., J. J. Lenhart & B. D. Honeyman, 1997. Heterogeneous processes affecting trace contaminant distribution in estuaries: The role of natural organic matter. Marine chemistry 58: 99–125.

    Article  CAS  Google Scholar 

  • Shrestha, P. L. & G. T. Orlob, 1996. Multiphase distribution of cohesive sediments and heavy metals in estuarine systems. Journal of Environmental Engineering 122: 730–740.

    Article  CAS  Google Scholar 

  • Simon, B & Pineau, 1999. Amélioration du modèle de prédiction de la marée en Manche. Rapport d’étude du SHOM 28/05/99. No 282 EPSHOM/CH/GG/ET/NP.

  • Shukin, V. M. & N. N. Bogdanova, 1998. The influence of anthropogenic contamination on metals release from coastal sediment suspensions with aerated seawater. Chemical Ecology 15: 87–102.

    Article  Google Scholar 

  • Shukin, V. M. & N. N. Bogdanova, 2003. Mobilization of metals from riverine suspended matter in seawater. Marine Chemistry 83: 157–167.

    Article  CAS  Google Scholar 

  • SNS (Service de navigation de la Seine) Cellule antipollution, 1988 to 2001. Suivi de la qualité des eaux de la Seine à l’aval de Poses. Bilan de chaque année. Agence de l’eau Seine Normandie.

  • Soulsby, R. L., L. Hamm, G. Klopman, D. Myrhaug, R. R. Simons & G. P. Thomas, 1993. Wave-current interaction within and outside the bottom boundary layer. Coastal Engineering 21: 41–69.

    Article  Google Scholar 

  • Standring, W. J. F., D. H. Oughton & B. Salbu, 2002. Remobilization of 109Cd, 65Zn and 54Mn from freshwater-labelled river sediments when mixed with seawater. Environment International 28: 185–195.

    Article  PubMed  CAS  Google Scholar 

  • Stumm, W., R. Kummer & L. Sigg, 1980. A ligand exchange model for the adsorption of inorganic and organic ligands at hydrous oxide interfaces. Croatica Chemica Acta 53: 291–312.

    CAS  Google Scholar 

  • Tappin, A. D., J. D. Burton, G. E. Millward & P. J. Statham, 1997. A numerical transport model for predicting the distributions of Cd, Cu, Ni, Pb and Zn in the southern North Sea: the sensitivity of model results to the uncertainties in the magnitudes of metal inputs. Journal of Marine Systems 13: 173–204.

    Article  Google Scholar 

  • Thouvenin, B., J. L. Gonzalez & B. Boutier, 1997. Modelling of pollutant behaviour in estuaries. Marine Chemistry 58: 147–161.

    Article  CAS  Google Scholar 

  • Thouvenin, B., B. Boutier, J. F. Chiffoleau, J. L. Gonzalez & P. Michel, 2003. Contribution à l’étude de la dynamique et de la spéciation des contaminants. Rapport d’activité 2002. Projet Seine Aval 2: Thème Analyses des risques chimiques et microbiologiques. pp 44.

  • Thouvenin B., B. Boutier, J. F. Chiffoleau & J. L. Gonzalez, 2004. Contribution à l’étude de la dynamique et de la spéciation des contaminants. Rapport d’activité 2003. Projet Seine Aval 2: Thème Analyses des risques chimiques et microbiologiques. pp 98.

  • Turner, A. & G. E. Millward, 1994. Partitioning of trace metals in a Macrotidal estuary. Implications for contaminant transport models. Estuarine, Coastal and Shelf Science 39: 45–58.

    Article  CAS  Google Scholar 

  • Turner, A., 1996. Trace metal partitioning in estuaries: importance of salinity and particle concentration. Marine Chemistry 54: 27–39.

    Article  CAS  Google Scholar 

  • Turner, A., G. E. Millward & S. M. Le Roux, 2004. Significance of oxides and particulate organic matter in controlling trace metal partitioning in a contaminated estuary. Marine Chemistry 88: 179–192.

    Article  CAS  Google Scholar 

  • Uncles, R. J., 2003. From catchment to coastal zone: examples of the application of models to some long-term problems. The Science of Total Environment 314–316: 567–588.

    Article  CAS  Google Scholar 

  • Westall, J. C., 1987. Adsorption mechanisms in aquatic surface chemistry. In Stumm, W. (ed.), Aquatic Surface Chemistry. Wiley-Interscience, New York: 3–31.

    Google Scholar 

  • Westerlund, S. F. G., L. G. Anderson, P. O. Hall, A. Iverfeldt, M. Van der Loeff & B. Sundby, 1986. Benthic fluxes of cadmium, copper nickel, zinc, and lead in the coastal environment. Geochimica Cosmochimica Acta 50: 1289–1296.

    Article  CAS  Google Scholar 

  • Window, H. L., R. G. Smith & M Maeda, 1985. The gepchemistry of lead in rivers, estuaries and the continental shelf of the southeastern United States. Marine Chemistry 17: 43–56.

    Article  Google Scholar 

  • Wood, T. M., A. M. Baptista, J. S. Kuwabara & A. R. Flegal, 1995. Diagnostic modeling of trace metal partitioning on south San Francisco Bay. Limnology Oceanography 40: 345–358.

    Article  CAS  Google Scholar 

  • Wu, Y., R. Falconer & B. Lin, 2005. Modelling trace metal concentration distributions in estuarine waters. Estuarine, Coastal and Shelf Science 64: 699–709.

    Article  CAS  Google Scholar 

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Acknowledgements

This work was partially carried out in the framework of the Seine Aval program, financed by the French Government, the Haute Normandie region, the other regions of the Paris Basin, the Seine Normandie Water Agency (AESN) and the industrial firms of Haute Normandie. The authors would like to thanks the captains and crews of N/O Thalia and Maïmiti, the Seine Navigation Service antipollution unit for supplying most of the samples used for the experiments and providing the estuary database, the Rouen Port Authority for providing hydrographic and bathymetric data and B. Simon (SHOM: Service hydrographique et océanographique de la Marine) for providing tidal harmonic components in the Baie de Seine. Thanks also to L. Valentine for translation and S. Even for her helpful comments.

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Thouvenin, B., Gonzalez, J.L., Chiffoleau, J.F. et al. Modelling Pb and Cd dynamics in the Seine estuary. Hydrobiologia 588, 109–124 (2007). https://doi.org/10.1007/s10750-007-0656-z

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