Diurnal Characteristics of Rainfall over the Contiguous United States and Northern Mexico in the Dynamically Downscaled Reanalysis Dataset (US10)

Tomohito J. Yamada Faculty of Engineering, Hokkaido University, Hokkaido, Japan

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Myong-In Lee School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea

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Masao Kanamitsu Scripps Institution of Oceanography, University of California, San Diego, La Jolla, California

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Hideki Kanamaru Food and Agriculture Organization of the United Nations, Rome, Italy

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Abstract

The diurnal characteristics of summer rainfall in the contiguous United States and northern Mexico were examined with the United States reanalysis for 5 years in 10-km horizontal resolution (US10), which is dynamically downscaled from the National Centers for Environmental Prediction–National Center for Atmospheric Research (NCEP–NCAR) Global Reanalysis 1 using the Regional Spectral Model (RSM). The hourly precipitation outputs demonstrate a realistic structure in the temporal evolution of the observed rainfall episodes and their magnitudes across the United States without any prescriptions of the observed rainfall to the global reanalysis and the downscaled regional reanalysis. Nighttime rainfall over the Great Plains associated with eastward-propagating, mesoscale convective systems originating from the Rocky Mountains is also represented realistically in US10, while the original reanalysis and most general circulation models (GCMs) have difficulties in capturing the series of nocturnal precipitation events in summer over the Plains. The results suggest an important role of the horizontal resolution of the model in resolving small-scale, propagating convective systems to improve the diurnal cycle of summer rainfall.

Corresponding author address: Tomohito J. Yamada, Faculty of Engineering, Hokkaido University, N13, W8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan. E-mail: tomohito@eng.hokudai.ac.jp

Abstract

The diurnal characteristics of summer rainfall in the contiguous United States and northern Mexico were examined with the United States reanalysis for 5 years in 10-km horizontal resolution (US10), which is dynamically downscaled from the National Centers for Environmental Prediction–National Center for Atmospheric Research (NCEP–NCAR) Global Reanalysis 1 using the Regional Spectral Model (RSM). The hourly precipitation outputs demonstrate a realistic structure in the temporal evolution of the observed rainfall episodes and their magnitudes across the United States without any prescriptions of the observed rainfall to the global reanalysis and the downscaled regional reanalysis. Nighttime rainfall over the Great Plains associated with eastward-propagating, mesoscale convective systems originating from the Rocky Mountains is also represented realistically in US10, while the original reanalysis and most general circulation models (GCMs) have difficulties in capturing the series of nocturnal precipitation events in summer over the Plains. The results suggest an important role of the horizontal resolution of the model in resolving small-scale, propagating convective systems to improve the diurnal cycle of summer rainfall.

Corresponding author address: Tomohito J. Yamada, Faculty of Engineering, Hokkaido University, N13, W8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan. E-mail: tomohito@eng.hokudai.ac.jp
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  • Arakawa, A., and Schubert W. H. , 1974: Interaction of a cumulus cloud ensemble with the large-scale environment, Part I. J. Atmos. Sci., 31, 674701.

    • Search Google Scholar
    • Export Citation
  • Carbone, R. E., Tuttle J. D. , Ahijevych D. A. , and Trier S. B. , 2002: Inferences of predictability associated with warm season precipitation episodes. J. Atmos. Sci., 59, 20332056.

    • Search Google Scholar
    • Export Citation
  • Collier, J. C., and Bowman K. P. , 2004: Diurnal cycle of tropical precipitation in a general circulation model. J. Geophys. Res., 109, D17105, doi:10.1029/2004JD004818.

    • Search Google Scholar
    • Export Citation
  • Cosgrove, B. A., and Coauthors, 2003: Real-time and retrospective forcing in the North American Land Assimilation System (NLDAS) project. J. Geophys. Res., 108, 8842, doi:10.1029/2002JD003118.

    • Search Google Scholar
    • Export Citation
  • Dai, A. G., and Deser C. , 1999: Diurnal and semidiurnal variations in global surface wind and divergence fields. J. Geophys. Res., 104 (D24), 31 10931 125.

    • Search Google Scholar
    • Export Citation
  • Dai, A. G., and Trenberth K. E. , 2004: The diurnal cycle and its depiction in the Community Climate System Model. J. Climate, 17, 930951.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Janowiak J. E. , and Yao Y. , 1996: A gridded hourly precipitation data base for the United States (1963-1993). NCEP/Climate Prediction Center ATLAS 1, 47 pp.

  • Higgins, R. W., Janowiak J. E. , and Yao Y. , 2000: Improved United States precipitation quality control system and analysis. NCEP/Climate Prediction Center ATLAS 7, 40 pp.

  • Janowiak, J. E., Dagostaro V. J. , Kousky V. E. , and Joyce R. J. , 2007: An examination of precipitation in observations and model forecasts during NAME with emphasis on the diurnal cycle. J. Climate, 20, 16801692.

    • Search Google Scholar
    • Export Citation
  • Jiang, X., Lau N.-C. , and Klein S. A. , 2006: Role of eastward propagating convection systems in the diurnal cycle and seasonal mean of summertime rainfall over the U.S. Great Plains. Geophys. Res. Lett., 33, L19809, doi:10.1029/2006GL027022.

    • Search Google Scholar
    • Export Citation
  • Juang, H.-M. H., and Kanamitsu M. , 1994: The NMC nested regional spectral model. Mon. Wea. Rev., 122, 326.

  • Kanamaru, H., and Kanamitsu M. , 2007a: Fifty-seven-year California Reanalysis Downscaling at 10 km (CaRD10). Part II: Comparison with North American Regional Reanalysis. J. Climate, 20, 55725592.

    • Search Google Scholar
    • Export Citation
  • Kanamaru, H., and Kanamitsu M. , 2007b: Scale-selective bias correction in a downscaling of global analysis using a regional model. Mon. Wea. Rev., 135, 334350.

    • Search Google Scholar
    • Export Citation
  • Kanamitsu, M., and Kanamaru H. , 2007: Fifty-seven-year California Reanalysis Downscaling at 10 km (CaRD10). Part I: System detail and validation with observations. J. Climate, 20, 55535571.

    • Search Google Scholar
    • Export Citation
  • Klein, S. A., Jiang X. , Boyle J. , Malyshev S. , and Xie S. , 2006: Diagnosis of the summertime warm and dry bias over the U.S. Southern Great Plains in the GFDL climate model using a weather forecasting approach. Geophys. Res. Lett., 33, L18805, doi:10.1029/2006GL027567.

    • Search Google Scholar
    • Export Citation
  • Koster, R. D., and Coauthors, 2006: GLACE: The Global Land–Atmosphere Coupling Experiment. Part I: Overview. J. Hydrometeor., 7, 590610.

    • Search Google Scholar
    • Export Citation
  • Lee, M.-I., and Coauthors, 2007a: Sensitivity to horizontal resolution in the AGCM simulations of warm season diurnal cycle of precipitation over the United States and northern Mexico. J. Climate, 20, 18621881.

    • Search Google Scholar
    • Export Citation
  • Lee, M.-I., and Coauthors, 2007b: An analysis of the warm-season diurnal cycle over the continental United States and northern Mexico in general circulation models. J. Hydrometeor., 8, 344366.

    • Search Google Scholar
    • Export Citation
  • Lee, M.-I., Schubert S. D. , Suarez M. J. , Schemm J.-K. E. , Pan H.-L. , Han J. , and Yoo S.-H. , 2008: Role of convection triggers in the simulation of the diurnal cycle of precipitation over the United States Great Plains in a general circulation model. J. Geophys. Res., 113, D02111, doi:10.1029/2007JD008984.

    • Search Google Scholar
    • Export Citation
  • Lee, M.-I., Choi I. , Tao W.-K. , Schubert S. D. , and Kang I.-S. , 2010: Mechanisms of diurnal precipitation over the US Great Plains: A cloud resolving model perspective. Climate Dyn., 34, 419437, doi:10.1007/s00382-009-0531-x.

    • Search Google Scholar
    • Export Citation
  • Matsui, T., Mocko D. , Lee M.-I. , Tao W.-K. , Suarez M. J. , and Pielke R. A. Sr., 2010: Ten-year climatology of summertime diurnal rainfall rate over the conterminous U.S. Geophys. Res. Lett., 37, L13807, doi:10.1029/2010GL044139.

    • Search Google Scholar
    • Export Citation
  • Mesinger, F., and Coauthors, 2006: North American Regional Reanalysis. Bull. Amer. Meteor. Soc., 87, 343360.

  • Miura, H., Sato M. , Nasuno T. , Noda A. , and Oouchi K. , 2007: A Madden-Julian Oscillation event realistically simulated by a global cloud-resolving model. Science, 318, 17631765.

    • Search Google Scholar
    • Export Citation
  • Nesbitt, S. W., Gochis D. J. , and Lang T. J. , 2008: The diurnal cycle of clouds and precipitation along the Sierra Madre Occidental observed during NAME-2004: Implications for warm season precipitation estimation in complex terrain. J. Hydrometeor., 9, 728743.

    • Search Google Scholar
    • Export Citation
  • Riley, G. T., Kandin M. G. , and Bosart L. F. , 1987: The diurnal variability of precipitation across the central Rockies and adjacent Great Plains. Mon. Wea. Rev., 115, 11611172.

    • Search Google Scholar
    • Export Citation
  • Wallace, J. M., 1975: Diurnal variations in precipitation and thunderstorm frequency over the conterminous United States. Mon. Wea. Rev., 103, 406419.

    • Search Google Scholar
    • Export Citation
  • Yamada, T. J., Koster R. D. , Kanae S. , and Oki T. , 2007: Estimation of predictability with a newly derived similarity index among ensemble members. Mon. Wea. Rev., 135, 26742687.

    • Search Google Scholar
    • Export Citation
  • Zhang, G. J., 2003: Roles of tropospheric and boundary layer forcing in the diurnal cycle of convection in the U.S. southern Great Plains. Geophys. Res. Lett., 30, 2281, doi:10.1029/2003GL018554.

    • Search Google Scholar
    • Export Citation
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