Abstract
As the computer resources increases, regional climate simulations can be investigated at finer horizontal resolutions in order to improve the representation of surface characteristics and mesoscale circulation. This paper aims at examining the relevance of precipitation fields simulated by highresolution regional climate models for hydrological purposes.
The MAR — Modèle Atmosphérique Régional — model was run at 20-km resolution for a four-month period over the Alps and the southeastern mountainous regions of France. The validation on the climatology of mean variables has not revealed visible drift or spurious trend. Precipitation generally reaches about 80% of the value obtained by the GPCC — Global Precipitation Climatology Center — climatology, and the spatial distribution of precipitation also compare favorably to observations. Significant sensitivity to the inclusion of cloud water fluxes at the lateral boundaries has been found for the spatial distribution of precipitation, more specifically in the representation of stratiform precipitation.
However the finest horizontal resolution used in RCM is about 20 km, which remains too coarse for the forcing of hydrological models, especially over mountainous regions. In order to improve the impact of the topographical forcing on microphysical processes, a rain disaggregation model has been applied to the precipitation simulated with MAR. Such a model has proven its usefulness for the representation of precipitation over watersheds, particularly for the situations characterized by heavy rainfall. Even if improvements are yet required, for instance considering interactive disaggregation, rain disaggregation models can be seen as a useful tool to interface hydrological and regional climate models.
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References
Alpert, P., and H. Shafir, 1989: Mesoγ-scale distribution of orographic precipitation: numerical study and comparison with precipitation derived from radar measurements. J. Appl. Meteor., 28, 1105–1117.
Anthes, R. A., Kuo, Y.-H., Hsie, E.-Y., Low-Nam, S., and T. W. Bettge, 1989 : Estimation of skill and uncertainty in regional numerical models. Quart. J. Roy. Meteor. Soc., 115, 763–806.
Atlas Climatique de France, 1989. Published by the “Ministère des Transports, Direction de la Météorologie”, Paris.
Bader, M. J., and W. T. Roach, 1977: Orographic rainfall in warm sectors of depressions. Quart. J. Roy. Meteor. Soc., 103, 269–280.
Barros, A. P., and D. P. Lettenmaier, 1993: Dynamic modelling of the spatial distribution of precipitation in remote mountainous areas. Mon. Wea. Rev., 121, 1195–1214.
Barros, A. P., and D. P. Lettenmaier, 1994: Dynamic modeling of orographyically induced precipitation. Rev. of Geophys., 32, 265–284.
Beniston, M., and M. Rebetez, 1996: Regional behavior of minimum temperatures in Switzerland for the period 1979–1993. Theor. Appl. Climatology, 53, 231–243.
Beniston, M., Diaz, H. F., and R. S. Bradley, 1997: Climatic change at high elevation sites: An overview. Clim. Change, 36, 233–251.
Brasseur, O., Gallée, H., Schayes, G., Tricot, C., and K. De Ridder, 1998: Impact of Turbulent Closures on Diurnal Temperature Evolution for Clear Sky Situations over Belgium. Bound.-Layer Meteor., 87, 163–193.
Businger, J. A., 1973: Turbulent transfer in the atmospheric surface layer. Workshop on Micrometeorology, Amer. Meteorol. Soc., 67–100.
Christensen, J. H., Machenhauer, B., Jones R. G., Schär C., Ruti P. M., Castro M., and G. Visconti, 1997: Validation of present-day regional climate simulations over Europe: LAM simulations with observed boundary conditions. Climate Dynamics, 13, 489–506.
Davies, H. C., 1976: A lateral boundary formulation for multi-level prediction models. Quart. J. Roy. Meteorol. Soc., 102, 405–418.
Davies, H. C., 1983: Limitations of some common lateral boundary schemes used in regional N WP models. Mon. Wea. Rev., 111, 1002–1012.
Deardorff, J. W., 1978: Efficient prediction of ground surface temperature and moisture, with inclusion of a layer of vegetation. J. Geophys. Research, 83, 1889–1903.
Dunn, L. B., 1991: Evaluation of vertical motion: Past, present, and future, Wea. Forecast., 6, 65–75.
Duynkerke, P. G., 1991: Radiation fog: a comparison of model simulation with detailed observations. Mon. Wea. Rev., 119, 324–341.
ECMWF, 2000: The IFS cycle CY21 r4 made operational in October 1999. ECMWF Newsletter Number 87, Spring 2000.
Fouquart, Y., and B. Bonnel, 1980: Computations of solar heating of the Earth’s atmosphere: a new parameterization. Beitr. Phys. Atmos., 53, 35–62.
Frei, C., and C. Schär, 1998: A precipitation climatology of the Alps from high-resolution rain-gauge observations. Int. J. Climatology, 18, 873–900.
Fritsch, J. M., and C. F. Chappell, 1980: Numerical prediction of convectively driven mesoscale pressure systems. Part I: Convective parameterization. J. Atmos. Sci., 37, 1722–1733.
Gallée, H., 1995: Simulation of the mesocyclonic activity in the Ross Sea, Antarctica. Mon. Wea. Rev., 123, 2051–2069.
Gallée, H., 1996: Mesoscale atmospheric circulations over the Southwestern Ross Sea sector, Antarctica. J. Appt. Meteor., 35, 1142–1152.
Gallée, H., and G. Schayes, 1994: Development of a three-dimensional meso-y primitive equations model, katabatic winds simulation in the area of Terra Nova Bay, Antarctica. Mon. Wea. Rev., 122, 671–685.
Giorgi, F., and M. R. Marinucci, 1996: An investigation of the sensitivity of simulated precipitation to model resolution and its implications for climate studies. Mon. Wea. Rev., 124, 148–166.
Giorgi, F., Hurrell, J. W., Marinucci, M. R., and M. Beniston, 1997: Elevation dependency of the surface climate change signal: A model study. J. Climate, 10, 288–296.
Giorgi, F., and L. O. Mearns, 1999: Regional climate modeling revisited. J Geophys. Res., 104, 6335–6352.
GPCC, 1992: The Global Precipitation Climatology Centre. Data available at the web site http://www.dwd.de/research/gpcc.
IPCC (Intergovernmental Panel on Climate Change) — Houghton, J.T., Meira Filho, L.G., Callander, B.A., Harris, N., Kattenberg, A., and Maskell, K., 1996: Climate change 1995: The science of climate change. Cambridge University, Cambridge Press, UK, 572 pp.
Marinucci, M. R., Giorgi, F., Beniston, M., Wild, M., Tschuck, P., Ohmura, A., and A. Bernasconi, 1995 High-resolution simulations of January and July climate over the Western Alpine region with a nested regional modeling system. Theor. Appl. Climatology, 51, 119–138.
Molinari, J., and Dudek, M., 1992: Parameterization of convective precipitation in mesoscale numerical models: a critical review. Mon. Wea. Rev., 120, 326–344.
Morcrette, J.-J., 1984: Sur la paramétrisation du rayonnement dans les modèles de la circulation générale atmosphérique. Unpublished thesis, Université de Lille, France.
Leung, L. R., and S. J. Ghan, 1995: A subgrid parameterization of orographic precipitation. Theor. Appl. Climatol., 52, 95–118.
Rebetez, M., and M. Beniston, 1998: Changes in sunshine duration are correlated with changes in daily temperature range this century: An analysis of Swiss climatological data. Geophys. Res. Letters, 25, 3611–3613.
Robichaud, A. J., and G. L. Austin, 1988: On the modelling of warm orographic rain by seeder-feeder mechanism. Quart. J. Roy. Meteor. Soc., 114, 967–988.
Sevruk, B., 1975: Inaccuracy in precipitation measurements. A serious problem in water resources instrumentation. Proc. Second World Congress, International Water Resources Association, vol. III, New Delhi, 429–440.
Sevruk, B., 1989: Reliability of precipitation gradient estimates. Proc. XIV Int. Conf. Carpathian Meteorology, Swiss Climatic Data Center, Sofia, Bulgaria, 402–408.
Sinclair, M. R., 1994: A diagnostic model for estimating orographic precipitation. J. Appl. Meteorol., 33, 1163–1175.
Therry, G., and P. Lacarrère, 1982: Improving the eddy kinetic energy model for the planetary boundary-layer description. Bound.-Layer Meteor., 25, 63–88.
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Brasseur, O., Gallée, H., Creutin, JD., Lebel, T., Marbaix, P. (2002). High resolution simulations of precipitation over the Alps with the perspective of coupling to hydrological models. In: Beniston, M. (eds) Climatic Change: Implications for the Hydrological Cycle and for Water Management. Advances in Global Change Research, vol 10. Springer, Dordrecht. https://doi.org/10.1007/0-306-47983-4_4
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DOI: https://doi.org/10.1007/0-306-47983-4_4
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