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Empirical models for estimating the concentrations and exports of metals in rural rivers and streams

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Abstract

Concentrations of Al, Fe, Mn, Zn and Cu were measured monthly at 24 sites in 21 rivers in Ontario and Quebec. Relationships between metal and suspended particulate matter (SPM), turbidity, colour (g440), temperature and system hydrology were quantified, and used to derive empirical models for predicting metal concentrations. In a test of the models using an independent data set, they explained a significant proportion of the variation in Al (90%), Fe (85%), and Mn (57%), but only 37% of the variation in riverine Zn concentrations. Metals concentrations are most strongly associated with SPM concentrations. The proportion of the total metal load associated with particulates (>0.45 μm) is highly variable below 10 ppm SPM, indicating that this concentration approximates the division between systems dominated by weathered (solution) versus eroded (particulate) inputs. Annual metal exports were calculated, and empirical models for predicting catchment exports were developed using system hydrology and average SPM concentrations. These simple models can be used to estimate metals concentrations and exports from routine water quality monitoring data, without requiring chemical analyses. They also serve to distinguish background levels from those indicating metal contamination, and will, therefore, be useful for water quality evaluation.

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References

  • Angino, E. E., Magnuson, L. M., and Waugh, T. C.: 1974, Water Res. Res. 10, 1187.

    Google Scholar 

  • Bonham-Carter, G. F., Rogers, P. J., and Ellwood, D. J.: 1987, Nova Scotia. J. Geochem. Explor. 29, 259.

    Google Scholar 

  • Borg, H. and Johansson, K.: 1989, Water, Air, and Soil Pollut. 47, 427.

    Google Scholar 

  • Bormann, F. H., Likens, G. E., and Eaton, J. S.: 1969, BioSci. 19, 600.

    Google Scholar 

  • Carson, M. A., Taylor, C. H., and Grey, B. J.: 1973, Can. J. Earth Sci. 10, 1707.

    Google Scholar 

  • Close, M. E. and Davies-Colley, R. I.: 1990 New Zeal. J. Mar. Freshwat. Res. 24, 343.

    Google Scholar 

  • Cuthbert, I. D.: 1992, ‘Predicting the Riverine Concentrations and Catchment Exports of Metals in Rural Drainage Basins of Ontario and Quebec’, M. Sc. Thesis. Department of Biology, McGill University.

  • Cuthbert, I. D. and del Giorgio, P.: 1992, Limnol. Oceanog. 37, 1319.

    Google Scholar 

  • Dethier, D. P.: 1988, Earth Surf. Proc. Land. 13, 321.

    Google Scholar 

  • Dillon, P. J. and Kirchner, W. B.: 1975, Wat. Res. 9, 135.

    Google Scholar 

  • Dillon, P. J. and Molot, L. A.: 1990, Prediction of Annual Nitrogen and Phosphorus Export from Forested Stream Catchments in Central Ontario, Ontario Ministry of the Environment Report ISBN 0-7729-6762-8. Queen's Printer, Toronto.

    Google Scholar 

  • Dillon, P. J. and Rigler, F. H.: 1974a, Limnol. Oceanog. 19, 767.

    Google Scholar 

  • Dillon, P. J. and Rigler, F. H.: 1974b, J. Fish. Res. Bd. Can. 31, 1771.

    Google Scholar 

  • Dillon, P. J., Evans, H. E., and Scholer, P. J.: 1988, Biogeochem. 5, 201.

    Google Scholar 

  • Dunne, T. and Leopold, L. B.: 1978, Water in Environmental Planning, W. H. Freeman. New York.

    Google Scholar 

  • Edwards, A. M. C.: 1973, J. Hydrol. 18, 201.

    Google Scholar 

  • EMRI (Department of Energy, Mines and Resources [and Information] Canada): 1974, The National Atlas of Canada, Ottawa, Ontario.

  • Förstner, U.: 1982, Hydrobiol. 91, 269.

    Google Scholar 

  • Freemen, E. B. (ed.): 1979, Geological Highway Map. Southern Ontario, Ontario Geological Survey Map 2441.

  • Gibbs, R. J.: 1977, Geol. Soc. Am. Bull. 88, 829.

    Google Scholar 

  • Grieve, I. C.: 1984, Earth Surf. Proc. Land. 9, 35.

    Google Scholar 

  • Hamilton-Taylor, J. and Willis, M.: 1990, Limnol. Oceanog. 35, 840.

    Google Scholar 

  • Harrison, R. M. and Wilson, S. J.: 1985, Sci. Tot. Environ. 43, 79.

    Google Scholar 

  • Honeymoon, B. D. and Santschi, P. H.: 1988, Environ. Sci. Technol. 22, 862.

    Google Scholar 

  • Likens, G. E., Bormann, F. H., Pierce, R. S., and Johnson, N. M.: 1977, Biogeochemistry of a Forested Ecosystem, Springer. New York.

    Google Scholar 

  • Lindberg, S. E. and Turner, R. R.: 1988, Water, Air and Soil Pollut. 39, 123.

    Google Scholar 

  • Marcotte, D. and Fox, J. S.: 1990, J. Geochem. Explor. 38, 247.

    Google Scholar 

  • Martin, J. M. and Meybeck, M.: 1979, Mar. Chem. 7, 173.

    Google Scholar 

  • McKnight, D. M. and Bencala, K. E.: 1989, Geochim. Cosmochim. A. 53, 2225.

    Google Scholar 

  • Meybeck, M.: 1977, ‘Dissolved and Suspended Matter Carried by Rivers: Composition, Time and Space Variations, and World Balance’, in H. L. Golterman (ed.), Interaction Between Sediments and Fresh Water, Junk and Pudoc. Amsterdam, pp. 25–32.

    Google Scholar 

  • Nilsson, S. I.: 1985, Ecol. Bull. 37, 120.

    Google Scholar 

  • Nriagu, J. O.: 1986, Sci. Tot. Environ. 58, 89.

    Google Scholar 

  • Ongley, E. D., Bynoe, M. C., and Percival, J. B.: 1982, Hydrobiol. 91, 41.

    Google Scholar 

  • Osaki, S., Miyoshi, T., Sugihara, S., and Takashima, Y.: 1990, Sci. Tot. Environ. 99, 105.

    Google Scholar 

  • Presley, B. J., Trefrey, J. H., and Shokes, R. F.: 1980, Water. Air. and Soil Pollut. 13, 481.

    Google Scholar 

  • Prairie, Y. T. and Kalff, J.: 1988, Can. J. Fish. Aquat. Sci. 45, 210.

    Google Scholar 

  • Rowan, D. J. and Kalff, J.: 1993, Water, Air, and Soil Pollut. 66, 145.

    Google Scholar 

  • Salomons, W. and Förstner, U.: 1984, Metals in the Hydrocycle, Springer-Verlag, New York.

    Google Scholar 

  • Schindler, D. W., Newbury, R. W., Beaty, K. G., and Campbell, P.: 1976, J. Fish. Res. Bd. Can. 33, 2526.

    Google Scholar 

  • Schut, P. H., Evans, R. D., and Scheider, W. A.: 1986, Water. Air, and Soil Pollut. 28, 225.

    Google Scholar 

  • Sigg, L.: 1987, ‘Surface Chemical Aspects of the Distribution and Fate of Metal Ions in Lakes’, in W. Stumm (ed.), Aquatic Surface Chemistry, J. Wiley and Sons. New York, pp. 319–349.

    Google Scholar 

  • Smith, T. R. and Dunne, T.: 1977, Earth Surf. Proc. 2, 421.

    Google Scholar 

  • Szefer, P.: 1990, Sci. Tot. Environ. 95, 131.

    Google Scholar 

  • Tessier, A., Cambell, P. G. C., and Bisson, M.: 1980, Can. J. Earth Sci. 17, 90.

    Google Scholar 

  • Thomas, R. L.: 1972, Can. J. Earth Sci. 9, 636.

    Google Scholar 

  • Tipping, E., Ohnstad, M., and Woof, C.: 1989, Environ. Pollut. 57, 85.

    Google Scholar 

  • Turekian, K. K. and Scott, M. R.: 1967, Environ. Sci. Technol. 1, 940.

    Google Scholar 

  • Van der Weijden, C. H. and Middelburg, J. J.: 1989, Wat. Res. 23, 1247.

    Google Scholar 

  • Velbel, M. A.: 1985, Am. J. Sci. 285, 904.

    Google Scholar 

  • Wall, G. J. and Wilding, L. P.: 1976, J. Environ. Qual. 5, 168.

    Google Scholar 

  • Whitney, P. R.: 1981, J. Geochem. Explor. 14, 95.

    Google Scholar 

  • Yeats, P. A. and Bewers, J. M.: 1982, Can. J. Earth Sci. 19, 982.

    Google Scholar 

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Cuthbert, I.D., Kalff, J. Empirical models for estimating the concentrations and exports of metals in rural rivers and streams. Water Air Soil Pollut 71, 205–230 (1993). https://doi.org/10.1007/BF00480547

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