Modeling Mackenzie Basin Surface Water Balance during CAGES with the Canadian Regional Climate Model

M. D. MacKay Climate Research Branch, Meteorological Service of Canada, Toronto, Ontario, Canada

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F. Seglenieks Department of Civil Engineering, University of Waterloo, Waterloo, Ontario, Canada

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D. Verseghy Climate Research Branch, Meteorological Service of Canada, Toronto, Ontario, Canada

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E. D. Soulis Department of Civil Engineering, University of Waterloo, Waterloo, Ontario, Canada

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K. R. Snelgrove Department of Civil Engineering, University of Manitoba, Winnipeg, Manitoba, Canada

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A. Walker Climate Research Branch, Meteorological Service of Canada, Toronto, Ontario, Canada

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K. Szeto Climate Research Branch, Meteorological Service of Canada, Toronto, Ontario, Canada

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Abstract

The Canadian Regional Climate Model has been used to estimate surface water balance over the Mackenzie River basin during the water year 1998–99 in support of the Canadian Global Energy and Water Cycle Experiment (GEWEX) Enhanced Study (CAGES). The model makes use of a developmental third-generation physics parameterization package from the Canadian Centre for Climate Modelling and Analysis GCM, as well as a high-resolution land surface dataset. The surface water balance is simulated reasonably well, though Mackenzie basin annual mean daily maximum and minimum temperatures were both colder than observed by 1.7°C. The cold bias contributed to a longer snow-covered season and larger peak snow water equivalent than was observed, though snow accumulated realistically compared with two independently observed estimates after 1 November. Mackenzie basin annual precipitation was simulated as 496 mm, about 9% larger than observed, and PE was 225 mm. Net soil moisture change during this water year was found to be −26 mm, though because of a spinup problem in the Liard subbasin, the value is more likely closer to −14 mm.

The simulation was used to drive offline two different hydrologic models in order to simulate streamflow hydrographs at key stations within the Mackenzie basin. Results suggest that when subgrid-scale routing and interflow are included, streamflow timing is improved. This study highlights the importance of orographic processes and land surface initialization for climate modeling within the Mackenzie GEWEX Study.

Corresponding author address: Murray D. MacKay, Climate Research Branch, Meteorological Service of Canada, 4905 Dufferin St., Toronto, ON M3H 5T4, Canada. Email: murray.mackay@ec.gc.ca

Abstract

The Canadian Regional Climate Model has been used to estimate surface water balance over the Mackenzie River basin during the water year 1998–99 in support of the Canadian Global Energy and Water Cycle Experiment (GEWEX) Enhanced Study (CAGES). The model makes use of a developmental third-generation physics parameterization package from the Canadian Centre for Climate Modelling and Analysis GCM, as well as a high-resolution land surface dataset. The surface water balance is simulated reasonably well, though Mackenzie basin annual mean daily maximum and minimum temperatures were both colder than observed by 1.7°C. The cold bias contributed to a longer snow-covered season and larger peak snow water equivalent than was observed, though snow accumulated realistically compared with two independently observed estimates after 1 November. Mackenzie basin annual precipitation was simulated as 496 mm, about 9% larger than observed, and PE was 225 mm. Net soil moisture change during this water year was found to be −26 mm, though because of a spinup problem in the Liard subbasin, the value is more likely closer to −14 mm.

The simulation was used to drive offline two different hydrologic models in order to simulate streamflow hydrographs at key stations within the Mackenzie basin. Results suggest that when subgrid-scale routing and interflow are included, streamflow timing is improved. This study highlights the importance of orographic processes and land surface initialization for climate modeling within the Mackenzie GEWEX Study.

Corresponding author address: Murray D. MacKay, Climate Research Branch, Meteorological Service of Canada, 4905 Dufferin St., Toronto, ON M3H 5T4, Canada. Email: murray.mackay@ec.gc.ca

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  • Abdella, K., and McFarlane N. A. , 1996: Parameterization of the surface-layer exchange coefficients for atmospheric models. Bound.-Layer Meteor., 80 , 223248.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Armstrong, R., Chang A. , Rango A. , and Josberger E. , 1993: Snow depths and grain-size relationships with relevance for passive microwave studies. Ann. Glaciol., 17 , 171176.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Arora, V. A., and Boer G. J. , 1999: A variable velocity flow routing algorithm for GCMs. J. Geophys. Res., 104 (D24) 3096530979.

  • Arora, V. A., Seglenieks F. , Kouwen N. , and Soulis E. D. , 2001: Scaling aspects of river flow routing. Hydrol. Processes, 15 , 461477.

  • Caya, D., and Laprise R. , 1999: A semi-implicit, semi-Lagrangian regional climate model: The Canadian RCM. Mon. Wea. Rev., 127 , 341362.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Centre for Land and Biological Resources Research, 1996: Soil landscapes of Canada. Version 2.2. [Available online at http://sis.agr.gc.ca/cansis/nsdb/slc/intro.html.].

    • Search Google Scholar
    • Export Citation
  • Cihlar, J., Beaubien J. , Latifovic R. , and Simard G. , 1999: Land cover of Canada 1995. Version 1.1, Natural Resources Canada, Digital Dataset Documentation.

    • Search Google Scholar
    • Export Citation
  • Delage, Y., Bartlett P. , and McCaughey J. H. , 2002: Study of “soft” night-time surface-layer decoupling over forest canopies in a land surface model. Bound.-Layer Meteor., 103 , 253276.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • De Sève, D., Bernier M. , Fortin J-P. , and Walker A. , 1997: Preliminary analysis of snow microwave radiometry using the SSM/I passive-microwave data: The case of La Grande River watershed (Quebec). Ann. Glaciol., 25 , 353361.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Feng, J., Leighton H. , and MacKay M. , 2003: Radiation budgets in the Mackenzie River basin: Retrieval from satellite observations and an evaluation of the Canadian Regional Climate Model. J. Hydrometeor., 4 , 731747.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gesch, D. B., Verdin K. L. , and Greenlee S. K. , 1999: New land surface digital elevation model covers the Earth. Eos, Trans. Amer. Geophys. Union, 80 , 6970.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Goita, K., Walker A. E. , Goodison B. E. , and Chang A. T. C. , 1997: Estimation of snow water equivalent in the boreal forest using passive microwave data. Proc. GER'97 Int. Symp.: Geomatics in the Era of Radarsat, Ottawa, ON, Canada, Department of National Defence, CD-ROM.

    • Search Google Scholar
    • Export Citation
  • Goodison, B. E., and Walker A. E. , 1995: Canadian development and use of snow cover information from passive microwave satellite data. Passive Microwave Remote Sensing of Land–Atmosphere Interactions, B. J. Choudhury et al., Eds., VSP BV, 245–262.

    • Search Google Scholar
    • Export Citation
  • Harding, R. J., and Pomeroy J. W. , 1996: The energy balance of the winter boreal landscape. J. Climate, 9 , 27782787.

  • Hopkinson, R. F., cited 2000: Canadian gridded climate data. [Available online at http://www.cics.uvic.ca/climate/data.htm.].

  • Kouwen, N., Soulis E. D. , Pietroniro A. , Donald J. , and Harrington R. A. , 1993: Grouping response units for distributed hydrologic modelling. ASCE J. Water Resour. Manage. Planning, 119 , 289305.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Laprise, R., Caya D. , Giguère M. , Bergeron G. , Côté H. , Blanchet J-P. , Boer G. , and McFarlane N. , 1998: Climate and climate change in western Canada as simulated by the Canadian Regional Climate Model. Atmos.–Ocean, 36 , 119167.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Laprise, R., Caya D. , Frigon A. , and Paquin D. , 2003: Current and perturbed climate as simulated by the second generation Canadian Climate Model (CRCM II) over north-western North America. Climate Dyn., in press.

    • Search Google Scholar
    • Export Citation
  • Leconte, R., Pietroniro A. , Peters D. L. , and Prowse T. D. , 2001: Effect of flow regulation on the peace-athabasca delta 1996 summer flood. Regul. Rivers:. Res. Manage., 7 , 5165.

    • Search Google Scholar
    • Export Citation
  • Leung, L. R., and Ghan S. J. , 1998: Parameterizing subgrid orographic precipitation and surface cover in climate models. Mon. Wea. Rev., 126 , 32713291.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Louie, P. Y. T., Hogg W. D. , MacKay M. D. , Zhang X. , and Hopkinson R. F. , 2002: The water balance climatology of the Mackenzie basin with reference to the 1994/95 water year. Atmos.–Ocean, 40 , 159180.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Loveland, T. R., Merchant J. W. , Brown J. F. , Ohlen D. O. , Reed B. C. , Olson P. , and Hutchinson J. , 1995: Seasonal landcover regions of the United States. Ann. Assoc. Amer. Geogr., 85 , 339355.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MacKay, M., Stewart R. , and Bergeron G. , 1998: Downscaling the hydrological cycle in the Mackenzie Basin with the Canadian Regional Climate Model. Atmos.–Ocean, 36 , 179211.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MacKay, M., Szeto K. , Verseghy D. , Chan E. , and Bussières N. , 2003: Mesoscale circulations and surface energy balance during snowmelt in a regional climate model. Nord. Hydrol., 34 , 91106.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McFarlane, N., Boer G. , Blanchet J. P. , and Lazare M. , 1992: The Canadian Climate Centre second-generation general circulation model and its equilibrium climate. J. Climate, 5 , 10131044.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McKenney, D. W., Mackey B. G. , and Sims R. A. , 1996: Primary databases for forest ecosystem management—Examples from Ontario and possibilities for Canada: NatGRID. Environ. Monit. Assess., 39 , 399415.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Milewska, E., and Hogg W. D. , 2001: Spatial representativeness of a long-term climate network in Canada. Atmos.–Ocean, 39 , 145161.

  • Milewska, E., Hopkinson R. , and Niitsoo A. , 2002: Comparison of geo-referenced grids of 1961–1990 Canadian temperature and precipitation normals. Preprints, 13th Conf. on Applied Climatology, Portland, OR, Amer. Meteor. Soc., 191–196.

    • Search Google Scholar
    • Export Citation
  • Miller, D. A., and White R. A. , 1998: A conterminous United States multilayer soil characteristics dataset for regional climate and hydrology modeling. Earth Interactions,2. [Available online at http://EarthInteractions.org.].

    • Search Google Scholar
    • Export Citation
  • New, M., Hulme M. , and Jones P. , 1999: Representing twentieth-century space–time climate variability. Part I: Development of a 1961–90 mean monthly terrestrial climatology. J. Climate, 12 , 829856.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • New, M., Hulme M. , and Jones P. , 2000: Representing twentieth-century space–time climate variability. Part II: Development of 1901–96 monthly grids of terrestrial surface climate. J. Climate, 13 , 22172238.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Olson, J. S., 1994a: Global ecosystem framework—Definitions. USGS EROS Data Center Internal Report, 37 pp.

  • Olson, J. S., 1994b: Global ecosystem framework—Translation strategy. USGS EROS Data Center Internal Report, 39 pp.

  • Parker, D. E., Jackson M. , and Horton E. B. , 1995: The GISST 2.2 sea surface temperature and sea-ice climatology. Hadley Centre for Climate Prediction and Research, Met Office Tech. Rep. CRTN 63, 35 pp. [Available from Hadley Centre for Climate Prediction and Research, Met Office, London Rd., Bracknell, Berkshire RG122SY, United Kingdom.].

    • Search Google Scholar
    • Export Citation
  • Pomeroy, J. W., Parviainen J. , Hedstrom N. , and Gray D. M. , 1998: Coupled modelling of forest snow interception and sublimation. Hydrol. Processes, 12 , 23172337.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Prowse, T. D., and Conly M. , 1998: Effects of climatic variability and flow regulation on ice-jam flooding of a northern delta. Hydrol. Processes, 12 , 15891610.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Robinson, D. A., Dewey K. F. , and Heim R. R. Jr., 1993: Global snow cover monitoring: An update. Bull. Amer. Meteor. Soc., 74 , 16891696.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Slater, A. G., and Coauthors. 2001: The representation of snow in land surface schemes: Results from PILPS 2(d). J. Hydrometeor., 2 , 725.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Solomon, S. I., Denouvilliez J. P. , Chart E. J. , Wooley J. A. , and Cadou C. F. , 1968: The use of a square grid system for computer estimation of precipitation, temperature, and runoff. Water Resour. Res., 4 , 919929.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Stewart, R. E., and Coauthors. 1998: The Mackenzie GEWEX Study: The water and energy cycles of a major North American river basin. Bull. Amer. Meteor. Soc., 79 , 26652683.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Verseghy, D., 1991: CLASS—A Canadian land surface scheme for GCMs. I: Soil model. Int. J. Climatol., 11 , 111133.

  • Verseghy, D., McFarlane N. , and Lazare M. , 1993: CLASS—A Canadian land surface scheme for GCMs. II: Vegetation model and coupled runs. Int. J. Climatol., 13 , 347370.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Walker, A. E., and Silis A. , 2002: Snow-cover variations over the Mackenzie River basin, Canada, derived from SSM/I passive microwave satellite data. Ann. Glaciol., 34 , 814.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wiesnet, D., Ropelewski C. , Kukla G. , and Robinson D. , 1987: A discussion of the accuracy of NOAA satellite-derived global seasonal snow cover measurements. Large Scale Effects of Seasonal Snow Cover, IAHS Publication 166, 291–304.

    • Search Google Scholar
    • Export Citation
  • Yang, Z-L., Dickinson R. E. , Henderson-Sellers A. , and Pitman A. J. , 1995: Preliminary study of spin-up processes in land surface models with the first stage data of Project for Intercomparison of Land Surface Parameterization Schemes Phase 1(a). J. Geophys. Res., 100 , 1655316578.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, X., Vincent L. A. , Hogg W. D. , and Niitsoo A. , 2000: Temperature and precipitation trends in Canada during the 20th Century. Atmos.–Ocean, 38 , 395429.

    • Crossref
    • Search Google Scholar
    • Export Citation
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