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Climate Change and Hydrologic Models: A Review of Existing Gaps and Recent Research Developments

Abstract

Global atmospheric general circulation models (GCMs) have been developed to simulate the present climate and used to predict future climatic change. While GCMs demonstrate significant skill at the continental and hemispheric spatial scales and incorporate a large proportion of the complexity of the global system, they are inherently unable to represent local subgrid-scale features and dynamics. The existing gap and the methodologies for narrowing the gap between GCMs' ability and the need of hydrological modelers are reviewed in this paper. Following the discussion of the advantages and deficiencies of various methods, the challenges for future studies of the hydrological impacts of climate change are identified.

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References

  • Arnell, N. W.: 1992, Factors controlling the effects of climate change on river flow regimes in a humid temperate environment, J. Hydrol. 132, 321–342.

    Google Scholar 

  • Arnell, N. W.: 1993, Data requirements for macroscale modeling of the hydrosphere, Macroscale Modeling of the Hydrosphere, IAHS Publ. No. 214, pp. 139–149.

    Google Scholar 

  • Arnell, N. W. and Reynard, N. S.: 1989, Estimating the impacts of climatic change on river flows: Some examples from Britain, Proc. Conference on Climate and Water, Helsinki, 1, pp. 413–425.

    Google Scholar 

  • Bardossy, A. and Plate, E. J.: 1992, Space-time model for daily rainfall using atmospheric circulation patterns, Water Resour. Res. 28, 1247–1260.

    Google Scholar 

  • Bathurst, J. C. and O'Connell, P. E.: 1992, Future of distributed parameter modeling: The Systeme Hydrologique Europeen, Hydrological Processes 6, 265–277.

    Google Scholar 

  • Bergström, S.: 1976, Development and application of a conceptual runoff model for Scandinavian catchments, Department ofWater Resources Engineering, Lund Institute of Technology, Bulletin Series A-52, Swedish Meteorological and Hydrological Institute, Norrköping, Sweden.

    Google Scholar 

  • Becher, A. and Nemec, J.: 1987, Macroscale hydrological models in support to climate research, The influence of climate change and climate variability on the hydrologic regime and water resources. IAHS Publ. No. 168, pp. 431–445.

    Google Scholar 

  • Beven, K.: 1989, Change ideas in hydrology - The case of physically based models, J. Hydrol. 105, 157–172.

    Google Scholar 

  • Boorman, D. B. and Sefton, C. E. M.: 1997, Recognising the uncertainty in the quantification of the effects of climate change on hydrological response, Climatic Change 35, 415–434.

    Google Scholar 

  • Bultot, F., Gellens, D., Spreafico, M. and Schädler, B.: 1992, Repercussions of CO2 doubling on the water balance - a case study in Switzerland, J. Hydrol. 137, 199–208.

    Google Scholar 

  • Burnash, R. J. C., Ferral, R. L. and McGuire, R. A.: 1973, A generalized streamflow simulation system, conceptual modeling for digital computer, U.S. Department of Commerce, National Weather Service and State of California, Department of Water Resources, Sacramento, CA.

    Google Scholar 

  • Carter, T. R., Parry, M. L., Harasawa, H. and Nishioka, S.: 1994, IPCC technical guidelines for assessing climate change impacts and adaptions, IPCC Special Report to Working Group II of IPCC, London.

    Google Scholar 

  • Cooley, K. R.: 1990, Effects of CO2-induced climatic changes on snowpack and streamflow, Hydrol. Sci. J. 35, 511–522.

    Google Scholar 

  • Dumenil, L. and Todini, E.: 1992, A rainfall-runoff scheme for use in the Hamburg climate model, In: J. P. O'Kane <nt>(ed.)</nt>, Advances in Theoretical Hydrology. A tribute to James Dooge, Elsevier, Amsterdam, pp. 129–158.

    Google Scholar 

  • Eagleson, P. S.: 1986, The emergence of global-scale hydrology, Water Resour. Res. 22(9), 6S–14S.

    Google Scholar 

  • Giorgi, F.: 1990, Simulation of regional climate using a limited area model nested in a general circulation model, J. Climate 3, 941–963.

    Google Scholar 

  • Giorgi, F. and Mearns, L. O.: 1991, Approaches to the simulation of regional climate change: A review, Rev. Geophys. 29, 191–216.

    Google Scholar 

  • Giorgi, F., Brodeur, C. S. and Bates, G. T.: 1994, Regional climate change scenarios over the United States produced with a nested regional climate model, J. Climate 7, 375–399.

    Google Scholar 

  • Giorgi, F., Marinucci, M. R. and Visconti, G.: 1990, Use of a limited-area model nested in a general circulation model for regional climate simulation over Europe, J. Geophys. Res. 95, 18413–18431.

    Google Scholar 

  • Gleick, P. H.: 1986, Methods for evaluating the regional hydrologic impacts of global climatic changes, J. Hydrol. 88, 97–116.

    Google Scholar 

  • Gleick, P. H.: 1987, The development and testing of a water balance model for climate impact assessment: modelling the Sacramento basin, Water Resour. Res. 23, 1049–1061.

    Google Scholar 

  • Grotch, S. L. and MacCracken, M. C.: 1991, The use of general circulation models to predict regional climate change, J. Climate 4, 286–303.

    Google Scholar 

  • Hay, L. E., McCabe, G. J., Wolock, D. M. and Ayers, M. A.: 1991, Simulation of precipitation by weather type analysis, Water Resour. Res. 27, 493–501.

    Google Scholar 

  • Hay, L. E., McCabe, G. J., Wolock, D. M. and Ayers, M. A.: 1992, Use of weather types to disaggregate general circulation model predictions, J. Geophys. Res. 97, 2781–2790.

    Google Scholar 

  • Holton, J. R.: 1992, An Introduction to Dynamic Meteorology, 3rd edn, Academic, San Diego, CA.

    Google Scholar 

  • Hostetler, S. W. and Giorgi, F.: 1993, Use of output from high-resolution atmospheric models in landscape-scale hydrologic models: An assessment, Water Resour. Res. 29, 1685–1695.

    Google Scholar 

  • Houghton, J. T., Jenkins, G. J. and Ephraums, J. J. <nt>(eds)</nt>: 1990, Climate Change. The IPCC Assessment, Cambridge University Press.

  • Jenkins, G. S. and Barron, E. J.: 1997, General circulation model and coupled regional climate model simulations over the eastern United States: GENESIS and RegCM2 simulations, Global and Planetary Change 15, 3–32.

    Google Scholar 

  • Jones, R. G., Murphy, J. M. and Noguer, M.: (1995), Simulation of climate change over Europe using a nested regional climate model. I. Assessment of control climate, including sensitivity to location of lateral boundaries, Quarterly J. Royal Meteorol. Soc. 121, 1413–1450.

    Google Scholar 

  • Karl, T. R., Wang, W. C., Schlesinger, M. E., Knight, R. W. and Portman, D.: 1990, A method of relating general circulation model simulated climate to observed local climate. Part I: Seasonal statistics, J. Climate 3, 1053–1079.

    Google Scholar 

  • Kim, J. W., Chang, J. T., Baker, N. L., Wilks, D. S. and Gates, W. L.P: 1984, The statistical problem of climate inversion: determination of the relationship between local and large-scale climate, Monthly Weather Rev. 112, 2069–2077.

    Google Scholar 

  • Kite, G. W., Dalton, A. and Dion, K.: 1994, Simulation of streamflow in a macroscale watershed using general circulation model data, Water Resour. Res. 30, 1547–1599.

    Google Scholar 

  • Klemes, V.: 1986, Dilettantism in hydrology: Transition or destiny, Water Resour. Res. 22(9), 177S–188S.

    Google Scholar 

  • Korzun, V. I. <nt>(ed.)</nt>: 1978, World Water Balance and Water Resources of the Earth, UNESCO, Studies and Reports in Hydrology, 25.

  • Lamb, H. H.: 1972, British Isles weather types and a register of daily sequence of circulation patterns, 1861–1971, Geophysical Memoir, Vol. 116, HMSO, London.

    Google Scholar 

  • Leavesley, G. H.: 1994, Modelling the effects of climate change on water resources - A review, Climatic Change 28, 159–177.

    Google Scholar 

  • Leavesley, G. H., Branson, M. D. and Hay, L. E.: 1992, Using a coupled atmospheric and hydrologic models to investigate the effects of climate change in mountainous regions, In: R. Herrmann <nt>(ed.)</nt>, Managing Water Resources During Global Change, Conference Proceedings, American Water Resources Association, Bethesda, MD, pp. 691–700.

  • Lettenmaier, D. P. and Gan, T. Y.: 1990, Hydrologic sensitivity of the Sacramento-San Joaquin River Basin, California, to global warming, Water Resour. Res. 26, 69–86.

    Google Scholar 

  • Liston, G. E., Sud, Y. C. and Wood, E. F.: 1994, Evaluating GCM land surface hydrology parameterisations by computing river discharges using a runoff routing model: application to the Mississippi Basin, J. Appl. Meteorol. 33, 394–404.

    Google Scholar 

  • Loaiciga, H. A., Valdes, J. B., Vogel, R., Garvey, J. and Schwarz, H.: 1996, Global warming and the hydrologic cycle, J. Hydrol. 174, 83–127.

    Google Scholar 

  • Mimikou, M., Kouvopoulos, Y., Cavadias, G. and Vayianos, N.: 1991, Regional hydrological effects of climate change, J. Hydrol. 123, 119–146.

    Google Scholar 

  • Nash, L. and Gleick, P.: 1991, Sensitivity of streamflow in the Colorado basin to climatic changes, J. Hydrol. 125, 119–146.

    Google Scholar 

  • Nemec, J., and Schaake, J.: 1982, Sensitivity of water resources system to climate variation, Hydrol. Sci. J. 27, 327–343.

    Google Scholar 

  • Ng, H. Y. F. and Marsalek, J.: 1992, Sensitivity of streamflow simulation to changes in climatic inputs, Nordic Hydrol. 23, 257–272.

    Google Scholar 

  • Panagoulia, D.: 1992, Impacts of GISS-modelled climate changes on catchment hydrology, Hydrol. Sci. J. 37, 141–163.

    Google Scholar 

  • Phillips, N. A.: 1956, The general circulation of atmosphere: a numerical experiment, Q. J. R. Meteorol. Soc. 82, 123–164.

    Google Scholar 

  • Resso, J. M. and Zack, J.W.: 1994, Downscaling GCM Output with a Mesoscale Model, In: G. Paoli <nt>(ed.)</nt>, Climate Change, Uncertainty and Decision Making, pp. 47–60.

  • Revelle, R. R. and Waggoner, P. E.: 1983, Effect of carbon dioxide-induced climatic change on water supplies in the western United States, In: Changing Climate, National Academy of Sciences, National Academy Press, Washington, D.C.

    Google Scholar 

  • Rummukainen, M.: 1997, Methods for statistical downscaling of GCM simulation, SWECLIM report, Rossby Centre, SMHI, Norrköping, Sweden.

    Google Scholar 

  • Running, S. W. and Nemani, R. R.: 1991, Regional hydrologic carbon balance responses of forests resulting from potential climate change, Climatic Change 19, 349–368.

    Google Scholar 

  • Saelthun, N. R.: 1996, The 'Nordic' HBV model - version developed for the project climate change and energy production, NVE Publ. No. 7, Norwegian Water Resources and Energy Administration, Oslo.

    Google Scholar 

  • Sausen, R., Schubert, S. and Dumenil, D.: 1994, A model of river runoff for use in coupled atmosphere-ocean models, J. Hydrol., 115, 337–352.

    Google Scholar 

  • Schaake, J. C.: 1990, From Climate to Flow, In: P. E. Waggoner <nt>(ed.)</nt>, Climatic Change and U.S. Water Resources, J. Wiley & Sons, New York, pp. 177–206.

    Google Scholar 

  • Schaake, J. C. and Liu, C.: 1989, Development and applications of simple water balance models to understand the relationship between climate and water resources, New Directions for Surface Water Modelling, Proceedings of the Baltimore Symposium, May 1989, IAHS Publ. No. 181, pp. 343–352.

  • Schulze, R. E.: 1997, Impacts of global climate change in a hydrologically vulnerable region: challenges to South African hydrologists, Progress in Physical Geography 21, 113.

    Google Scholar 

  • Shuttleworth, W. J.: 1988, Macrohydrology - the new challenge for process hydrology, J. Hydrol. 100, 31–56.

    Google Scholar 

  • von Storch, H., Zorita, E. and Cubash, U.: 1993, Downscaling of global climate change estimates to regional scales: An application to Iberian rainfall in wintertime, J. Climate 6, 1161–1171.

    Google Scholar 

  • Thomsen, R.: 1990, Effect of climate variability and change in groundwater in Europe, Nordic Hydrol. 21, 185–194.

    Google Scholar 

  • Vehviläinen, B. and Lohvansuu, J.: 1991, The effects of climate change on discharges and snow cover in Finland, Hydrol. Sci. J. 36, 109–121.

    Google Scholar 

  • Vörösmarty, C. J. and Moore, B.: 1991, Modelling basin scale hydrology in support of physical climate and global biogeochemical studies: an example using the Zambezi River, Surv. Geophys. 12, 271–311.

    Google Scholar 

  • Vörösmarty, C. J., Gutowski, W. J., Person, M., Chen, T.-C. and Case, D.: 1993, Linked atmospherehydrology models at the macroscale, Macroscale modeling of the hydrosphere, IAHS Publ. No. 214, pp. 3–27.

  • Vörösmarty, C. J., Moore, B., Grace, A. L., Gildea, M. P., Melillo, J. L., Peterson, B. J., Rastetter, E. B. and Steudler, P. A.: 1989, Continental scale models of water balance and fluvial transport: a application to South America, Global Biogeochem. Cycles 3, 241–256.

    Google Scholar 

  • Wigley, T.W. L., Jones, P. D., Briffa, K. R. and Smith, G.: 1990, Obtaining sub-grid scale information from coarse resolution general circulation model output, J. Geophys. Res. 95, 1943–1953.

    Google Scholar 

  • Wilby, R. L.: 1995, Simulation of precipitation by weather pattern and frontal analysis, J. Hydrol. 173, 91–109.

    Google Scholar 

  • Wilby, R. L. and Wigley, T. M. L.: 1997, Downscaling general circulation model output: a review of methods and limitations, Progress in Physical Geography 21, 530–548.

    Google Scholar 

  • Xu, C.-Y. and Halldin, S.: 1997, The effect of climate change on river flow and snow cover in the NOPEX area simulated by a simple water balance model, Nordic Hydrol. 28, 273–282.

    Google Scholar 

  • Xu C.-Y. and Singh, V. P.: 1998, A review on monthly water balance models for water resources investigations, Water Resour. Manage. 12, 31–50.

    Google Scholar 

  • Xu, C.-Y.: 1999, From GCMs to river flow: a review of downscaling methods and hydrologic modeling approaches, Progress in Physical Geography 23(2), 229–249.

    Google Scholar 

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Xu, Cy. Climate Change and Hydrologic Models: A Review of Existing Gaps and Recent Research Developments. Water Resources Management 13, 369–382 (1999). https://doi.org/10.1023/A:1008190900459

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  • DOI: https://doi.org/10.1023/A:1008190900459

  • climate change
  • general circulation models
  • hydrological models.