Multiscale Diagnosis of the North American Monsoon System Using a Variable-Resolution GCM

Ernesto Hugo Berbery Department of Meteorology, University of Maryland, College Park, Maryland

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Michael S. Fox-Rabinovitz Earth System Science Interactions Center, University of Maryland, College Park, and Data Assimilation Office, NASA GSFC, Greenbelt, Maryland

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Abstract

The onset and evolution of the North American monsoon system during the summer of 1993 were examined from regional to large scales using the National Aeronautics and Space Administration (NASA) Goddard Earth Observing System (GEOS) stretched-grid GCM. The model's grid spacing for the dynamical core ranges from 0.4° × 0.5° in latitude–longitude over the United States to about 2.5° × 3.5° at the antipode, and the physical package is solved on an intermediate 1° × 1° uniform grid. A diagnostic analysis of the monsoon's onset reveals the development of a positive potential temperature (θ) anomaly at the surface that favors a lower-level cyclonic circulation, while a negative potential vorticity (PV) anomaly below the tropopause induces an upper-level anticyclonic circulation. Ignoring diabatic effects, this pattern is consistent with the superimposition of idealized PV and θ anomalies as previously discussed in the literature. The inclusion of the smaller-scale features of the core monsoon in the model simulation helps represent the continental out-of-phase relationship between the monsoon and the southern Great Plains precipitation, giving additional support to earlier results that highlight the strong nature of the link. A pattern of increased precipitation over the core monsoon is consistently associated with increases of moisture flux convergence and ascending motions, and the development of upper-level wind divergence. On the other hand, the southern Great Plains have a simultaneous decrease of precipitation associated with a change from convergence to divergence of moisture flux, decreased ascending motions, and a development of upper-level wind convergence.

The Gulf of California low-level jet (LLJ) was inspected with a multitaper method spectral analysis, showing significant peaks for both the diurnal cycle and synoptic-scale modes, the latter resulting from the recurrent passage of Gulf surges. Those modes were then separated with a singular spectrum analysis decomposition. Compared with the Great Plains LLJ, the Gulf of California LLJ has a weaker diurnal cycle amplitude and a smaller ratio of diurnal cycle to synoptic-scale amplitudes. Additionally, the 1993 southwestern U.S. monsoon was analyzed by constructing composites of surge and no-surge cases. Given the particular characteristics of 1993 that include the effect of Hurricane Hilary, the extension of these results to other years needs to be assessed. Surges are associated with a strong Gulf of California LLJ and increased moisture flux from the Gulf into Arizona, and they accounted for 80%–100% of the simulated precipitation over Arizona, western New Mexico, and southern Utah. As distance from the Gulf is increased, there is a rapid decay of this percentage so that northern Utah and eastern New Mexico precipitation is almost unrelated to the surges. The results from this research show that the model's regional downscaling results in a realistic representation of the monsoon-related circulations at multiple scales.

Corresponding author address: Ernesto Hugo Berbery, Department of Meteorology, 3427 Computer and Space Sciences Building, University of Maryland, College Park, MD 20742-2425. Email: berbery@atmos.umd.edu

Abstract

The onset and evolution of the North American monsoon system during the summer of 1993 were examined from regional to large scales using the National Aeronautics and Space Administration (NASA) Goddard Earth Observing System (GEOS) stretched-grid GCM. The model's grid spacing for the dynamical core ranges from 0.4° × 0.5° in latitude–longitude over the United States to about 2.5° × 3.5° at the antipode, and the physical package is solved on an intermediate 1° × 1° uniform grid. A diagnostic analysis of the monsoon's onset reveals the development of a positive potential temperature (θ) anomaly at the surface that favors a lower-level cyclonic circulation, while a negative potential vorticity (PV) anomaly below the tropopause induces an upper-level anticyclonic circulation. Ignoring diabatic effects, this pattern is consistent with the superimposition of idealized PV and θ anomalies as previously discussed in the literature. The inclusion of the smaller-scale features of the core monsoon in the model simulation helps represent the continental out-of-phase relationship between the monsoon and the southern Great Plains precipitation, giving additional support to earlier results that highlight the strong nature of the link. A pattern of increased precipitation over the core monsoon is consistently associated with increases of moisture flux convergence and ascending motions, and the development of upper-level wind divergence. On the other hand, the southern Great Plains have a simultaneous decrease of precipitation associated with a change from convergence to divergence of moisture flux, decreased ascending motions, and a development of upper-level wind convergence.

The Gulf of California low-level jet (LLJ) was inspected with a multitaper method spectral analysis, showing significant peaks for both the diurnal cycle and synoptic-scale modes, the latter resulting from the recurrent passage of Gulf surges. Those modes were then separated with a singular spectrum analysis decomposition. Compared with the Great Plains LLJ, the Gulf of California LLJ has a weaker diurnal cycle amplitude and a smaller ratio of diurnal cycle to synoptic-scale amplitudes. Additionally, the 1993 southwestern U.S. monsoon was analyzed by constructing composites of surge and no-surge cases. Given the particular characteristics of 1993 that include the effect of Hurricane Hilary, the extension of these results to other years needs to be assessed. Surges are associated with a strong Gulf of California LLJ and increased moisture flux from the Gulf into Arizona, and they accounted for 80%–100% of the simulated precipitation over Arizona, western New Mexico, and southern Utah. As distance from the Gulf is increased, there is a rapid decay of this percentage so that northern Utah and eastern New Mexico precipitation is almost unrelated to the surges. The results from this research show that the model's regional downscaling results in a realistic representation of the monsoon-related circulations at multiple scales.

Corresponding author address: Ernesto Hugo Berbery, Department of Meteorology, 3427 Computer and Space Sciences Building, University of Maryland, College Park, MD 20742-2425. Email: berbery@atmos.umd.edu

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  • Adams, D. K., and A. C. Comrie, 1997: The North American monsoon. Bull. Amer. Meteor. Soc., 78 , 21972213.

  • Anderson, B. T., J. O. Roads, and S-C. Chen, 2000: Large-scale forcing of summertime monsoon surges over the Gulf of California and the southwestern United States. J. Geophys. Res., 105 (D19) 2445524467.

    • Search Google Scholar
    • Export Citation
  • Arakawa, A., and V. R. Lamb, 1981: A potential enstrophy and energy conserving scheme for the shallow water equations. Mon. Wea. Rev., 109 , 1836.

    • Search Google Scholar
    • Export Citation
  • Arakawa, A., and M. J. Suarez, 1983: Vertical differencing of the primitive equations in sigma coordinates. Mon. Wea. Rev., 111 , 3445.

    • Search Google Scholar
    • Export Citation
  • Barlow, M., S. Nigam, and E. H. Berbery, 1998: Evolution of the North American monsoon system. J. Climate, 11 , 22382257.

  • Berbery, E. H., 2001: Mesoscale moisture analysis of the North American monsoon. J. Climate, 14 , 121137.

  • Berbery, E. H., and E. M. Rasmusson, 1999: Mississippi moisture budgets on regional scales. Mon. Wea. Rev., 127 , 26542673.

  • Bloom, S. C., L. L. Takacs, A. M. da Silva, and D. Ledvina, 1996: Data assimilation using incremental analysis updates. Mon. Wea. Rev., 124 , 12561271.

    • Search Google Scholar
    • Export Citation
  • Bosilovich, M. G., and W-Y. Sun, 1999: Numerical simulation of the 1993 midwestern flood: Land–atmosphere interactions. J. Climate, 12 , 14901505.

    • Search Google Scholar
    • Export Citation
  • Brenner, I. S., 1974: A surge of maritime tropical air—Gulf of California to the southwestern United States. Mon. Wea. Rev., 102 , 375389.

    • Search Google Scholar
    • Export Citation
  • Chou, M-D., and M. J. Suarez, 1994: An efficient thermal infrared radiation parameterization for use in General Circulation Models. NASA Tech. Memo. 104606, Vol. 3, 84 pp. [Available from NASA, Goddard Space Flight Center, Data Assimilation Office, Greenbelt, MD 20771.].

    • Search Google Scholar
    • Export Citation
  • Cohn, S. E., A. da Silva, J. Guo, M. Sienkiewicz, and D. Lamich, 1998: Assessing the effects of data selection with the DAO physical-space statistical analysis system. Mon. Wea. Rev., 126 , 221234.

    • Search Google Scholar
    • Export Citation
  • Côté, J., M. Roch, A. Staniforth, and L. Fillion, 1993: A variable-resolution semi-Lagrangian finite-element global model of the shallow-water equations. Mon. Wea. Rev., 121 , 231243.

    • Search Google Scholar
    • Export Citation
  • Deque, M., and J. P. Piedelievre, 1995: High-resolution climate simulation over Europe. Climate Dyn., 11 , 321339.

  • Dettinger, M. D., M. Ghil, C. M. Strong, W. Weibel, and P. Yiou, 1995: Software expedites singular-spectrum analysis of noisy time series. Eos, Trans. Amer. Geophys. Union,76 (2), p 12, 14, 21.

    • Search Google Scholar
    • Export Citation
  • Douglas, A. V., and P. J. Englehart, 1996: Variability of the summer monsoon in Mexico and relationships with drought in the United States. Proc. 21st Annual Climate Diagnostics and Prediction Workshop, Huntsville, AL, NOAA/NWS, 296–299. [Available from the Climate Prediction Center, 5200 Auth Road, Camp Springs, MD 20746.].

    • Search Google Scholar
    • Export Citation
  • Douglas, M. W., 1995: The summertime low-level jet over the Gulf of California. Mon. Wea. Rev., 123 , 23342347.

  • Douglas, M. W., and S. Li, 1996: Diurnal variation of the lower-tropospheric flow over the Arizona low desert from SWAMP-1993 observations. Mon. Wea. Rev., 124 , 12111224.

    • Search Google Scholar
    • Export Citation
  • Douglas, M. W., and J. C. Leal, 2003: Summertime surges over the Gulf of California: Aspects of their climatology, mean structure, and evolution from radiosonde, NCEP reanalysis, and rainfall data. Wea. Forecasting, 18 , 5574.

    • Search Google Scholar
    • Export Citation
  • Douglas, M. W., R. A. Maddox, K. W. Howard, and S. Reyes, 1993: The Mexican monsoon. J. Climate, 6 , 16651677.

  • Douglas, M. W., A. Valdez-Manzanilla, and R. García Cueto, 1998: Diurnal variations and horizontal extent of the low-level jet over the northern Gulf of California. Mon. Wea. Rev., 126 , 20172025.

    • Search Google Scholar
    • Export Citation
  • Fox-Rabinovitz, M. S., 1988: Dispersion properties of some regular and irregular grids used in atmospheric models. Proc. Eighth Conf. on Numerical Weather Prediction, Baltimore, MD, Amer. Meteor. Soc., 784–789.

    • Search Google Scholar
    • Export Citation
  • Fox-Rabinovitz, M. S., 2000: Regional climate simulation of the anomalous U.S. summer events using a variable-resolution stretched-grid GCM. J. Geophys. Res., 105 (D24) 2963529646.

    • Search Google Scholar
    • Export Citation
  • Fox-Rabinovitz, M. S., G. L. Stenchikov, M. J. Suarez, and L. L. Takacs, 1997: A finite-difference GCM dynamical core with a variable resolution stretched grid. Mon. Wea. Rev., 125 , 29432968.

    • Search Google Scholar
    • Export Citation
  • Fox-Rabinovitz, M. S., G. L. Stenchikov, M. J. Suarez, L. L. Takacs, and R. C. Govindaraju, 2000: A uniform and variable resolution GCM dynamical core with realistic orography. Mon. Wea. Rev., 128 , 18831898.

    • Search Google Scholar
    • Export Citation
  • Fox-Rabinovitz, M. S., L. L. Takacs, R. C. Govindaraju, and M. J. Suarez, 2001: A variable resolution stretched-grid general circulation model: Regional climate simulation. Mon. Wea. Rev., 129 , 453469.

    • Search Google Scholar
    • Export Citation
  • Fuller, R. D., and D. J. Stensrud, 2000: The relationship between tropical easterly waves and surges over the Gulf of California during the North American monsoon. Mon. Wea. Rev., 128 , 29832989.

    • Search Google Scholar
    • Export Citation
  • Gochis, D. J., W. J. Shuttleworth, and Z-L. Yang, 2002: Sensitivity of the North American monsoon regional climate to convective parameterization. Mon. Wea. Rev., 130 , 12821298.

    • Search Google Scholar
    • Export Citation
  • Hales Jr., J. E., 1972: Surges of maritime tropical air northward over the Gulf of California. Mon. Wea. Rev., 100 , 298306.

  • Helfand, H. M., and J. C. Labraga, 1988: Design of a non-singular level 2.5. second-order closure model for the prediction of atmospheric turbulence. J. Atmos. Sci., 45 , 113132.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., and W. Shi, 2000: Dominant factors responsible for interannual variability of the summer monsoon in the southwestern United States. J. Climate, 13 , 759776.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Y. Yao, and X. L. Wang, 1997: Influence of the North American monsoon system on the U.S. summer precipitation regime. J. Climate, 10 , 26002622.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Y. Chen, and A. V. Douglas, 1999: Interannual variability of the North American warm season precipitation regime. J. Climate, 12 , 653680.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., W. Shi, E. Yarosh, and R. Joyce, cited. 2000: Improved United States precipitation quality control system and analysis. NCEP/Climate Prediction Center ATLAS No. 7, U.S. Department of Commerce, National Oceanic and Atmospheric Administration [Available online at http://www.cpc.ncep.noaa.gov/products/precip/realtime/hist_us.html.].

    • Search Google Scholar
    • Export Citation
  • Hoskins, B. J., 1991: Towards a PV-θ view of the general circulation. Tellus, 43AB , 2735.

  • Hoskins, B. J., M. E. McIntyre, and A. W. Robertson, 1985: On the use and significance of isentropic potential vorticity maps. Quart. J. Roy. Meteor. Soc., 111 , 877946.

    • Search Google Scholar
    • Export Citation
  • Lander, J., and B. J. Hoskins, 1997: Believable scales and parameterizations in a spectral model. Mon. Wea. Rev., 125 , 292303.

  • Liu, A. Z., M. Ting, and H. Wang, 1998: Maintenance of circulation anomalies during the 1988 drought and 1993 floods over the United States. J. Atmos. Sci., 55 , 28102832.

    • Search Google Scholar
    • Export Citation
  • Magaña, V., J. A. Amador, and S. Medina, 1999: The midsummer drought over Mexico Central America. J. Climate, 12 , 15771588.

  • Moorthi, S., and M. J. Suarez, 1992: Relaxed Arakawa–Schubert: A parameterization of moist convection for general circulation models. Mon. Wea. Rev., 120 , 9781001.

    • Search Google Scholar
    • Export Citation
  • Negri, A. J., R. F. Adler, R. A. Maddox, K. W. Howard, and P. R. Keehn, 1993: A regional rainfall climatology over Mexico and the southwest United States derived from passive microwave and geosynchronous data. J. Climate, 6 , 21442161.

    • Search Google Scholar
    • Export Citation
  • Paegle, J., 1989: A variable resolution global model based upon Fourier and finite element representation. Mon. Wea. Rev., 117 , 583606.

    • Search Google Scholar
    • Export Citation
  • Paegle, J., K. C. Mo, and J. Nogués-Paegle, 1996: Dependence of simulated precipitation on surface evaporation during the 1993 United States summer floods. Mon. Wea. Rev., 124 , 345361.

    • Search Google Scholar
    • Export Citation
  • Pfaendtner, J., S. Bloom, D. Lamich, M. Seablom, M. Sienkiewicz, J. Stobie, and A. da Silva, 1994: Documentation of the Goddard Earth Observing System (GEOS) Data Assimilation System—Version 1. NASA Tech. Memo. 104606, Vol. 4, 97 pp. [Available from NASA, Goddard Space Flight Center, Data Assimilation Office, Greenbelt, MD 20771.].

    • Search Google Scholar
    • Export Citation
  • Qian, W., Y. Deng, Y. Zhu, and W. Dong, 2002: Demarcating the worldwide monsoon. Theor. Appl. Climatol., 71 , 116.

  • Rasmusson, E. M., 1967: Atmospheric water vapor transport and the water balance of North America: Part I. Characteristics of the water vapor flux field. Mon. Wea. Rev., 95 , 403426.

    • Search Google Scholar
    • Export Citation
  • Rasmusson, E. M., 1968: Atmospheric water vapor transport and the water balance of North America: Part II. Large-scale water balance investigations. Mon. Wea. Rev., 96 , 720734.

    • Search Google Scholar
    • Export Citation
  • Rodwell, M. J., and B. J. Hoskins, 2001: Subtropical anticyclones and summer monsoons. J. Climate, 14 , 31923211.

  • Schmitz, J. T., and S. L. Mullen, 1996: Water vapor transport associated with the summertime North American monsoon as depicted by ECMWF analysis. J. Climate, 9 , 16211634.

    • Search Google Scholar
    • Export Citation
  • Schubert, S. D., J. Pfaendtner, and R. Rood, 1993: An assimilated dataset for earth science applications. Bull. Amer. Meteor. Soc., 74 , 23312342.

    • Search Google Scholar
    • Export Citation
  • Schubert, S. D., H. M. Helfand, C-Y. Wu, and W. Min, 1998: Subseasonal variations in warm-season moisture transport and precipitation over the central and eastern United States. J. Climate, 11 , 25302555.

    • Search Google Scholar
    • Export Citation
  • Schubert, S. D., M. J. Suarez, P. J. Pegion, M. A. Kistler, and A. Kumar, 2002: Predictability of zonal means during boreal summer. J. Climate, 15 , 420434.

    • Search Google Scholar
    • Export Citation
  • Staniforth, A., and H. Mitchell, 1978: A variable resolution finite element technique for regional forecasting with primitive equations. Mon. Wea. Rev., 106 , 439447.

    • Search Google Scholar
    • Export Citation
  • Stensrud, D. J., R. L. Gall, S. L. Mullen, and K. W. Howard, 1995: Model climatology of the Mexican monsoon. J. Climate, 8 , 17751794.

    • Search Google Scholar
    • Export Citation
  • Stensrud, D. J., R. L. Gall, and M. K. Nordquist, 1997: Surges over the Gulf of California during the Mexican monsoon. Mon. Wea. Rev., 125 , 417437.

    • Search Google Scholar
    • Export Citation
  • Suarez, M. J., and L. L. Takacs, 1995: Documentation of the Aries/GEOS dynamical core—Version 2. NASA Tech. Memo. 104606, Vol. 5, 103 pp. [Available from NASA, Goddard Space Flight Center, Data Assimilation Office, Greenbelt, MD 20771.].

    • Search Google Scholar
    • Export Citation
  • Sud, Y. C., and A. Molod, 1988: The roles of dry convection, cloud-radiation feedback processes and the influence of recent improvements in the parameterization of convection in the GLA GCM. Mon. Wea. Rev., 116 , 23662387.

    • Search Google Scholar
    • Export Citation
  • Takacs, L. L., A. Molod, and T. Wang, 1994: Documentation of the Goddard Earth Observing System (GEOS) General Circulation Model—Version 1. NASA Tech. Memo. 104606, Vol. 1, 97 pp. [Available from NASA, Goddard Space Flight Center, Data Assimilation Office, Greenbelt, MD 20771.].

    • Search Google Scholar
    • Export Citation
  • Takacs, L. L., M. J. Suarez, W. Sawyer, and M. S. Fox-Rabinovitz, 1999: Filtering techniques on a stretched grid GCM. NASA Tech. Memo. 104606, Vol. 15, 29 pp. [Available from NASA, Goddard Space Flight Center, Data Assimilation Office, Greenbelt, MD 20771.].

    • Search Google Scholar
    • Export Citation
  • Takle, E. S., and Coauthors. 1999: Project to intercompare regional climate simulations (PIRCS): Description and initial results. J. Geophys. Res., 104 (D16) 1944319461.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., and C. J. Guillemot, 1996: Physical processes involved in the 1988 drought and 1993 floods in North America. J. Climate, 9 , 12881298.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., D. P. Stepaniak, and J. M. Caron, 2000: The global monsoon as seen through the divergent atmospheric circulation. J. Climate, 13 , 39693993.

    • Search Google Scholar
    • Export Citation
  • Vautard, R., and M. Ghil, 1989: Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series. Physica D, 35 , 395424.

    • Search Google Scholar
    • Export Citation
  • Vautard, R., P. Yiou, and M. Ghil, 1992: Singular-spectrum analysis: A toolkit for short, noisy chaotic signals. Physica D, 58 , 95126.

    • Search Google Scholar
    • Export Citation
  • Vichnevetsky, R., 1987: Wave propagation and reflection in irregular grids for hyperbolic equations. Appl. Numer. Math., 3 , 133166.

  • Xue, Y., F. J. Zeng, K. E. Mitchell, Z. Janjic, and E. Rogers, 2001: The impact of land surface processes on simulations of the U.S. hydrological cycle: A case study of the 1993 flood using the SSiB land surface model in the NCEP Eta regional model. Mon. Wea. Rev., 129 , 28332860.

    • Search Google Scholar
    • Export Citation
  • Zhou, J., Y. C. Sud, and K-M. Lau, 1996: Impact of orographically induced gravity wave drag in the GLA GCM. Quart. J. Roy. Meteor. Soc., 122 , 903927.

    • Search Google Scholar
    • Export Citation
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