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A cloud-resolving modeling study of short-term surface rainfall processes

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Abstract

The short-term tropical surface rainfall processes in rainfall regions (raining stratiform and convective regions) and rainfall-free regions (non-raining stratiform and clear-sky regions) are investigated based on the hourly data from a two-dimensional cloud-resolving model simulation. The model is integrated over a 21-day period with imposed zonally uniform vertical velocity, zonal wind, horizontal temperature and vapor advection, and sea surface temperature from the Tropical Ocean Global Atmosphere Coupled Ocean Atmosphere Response Experiment (TOGA COARE). The analysis of the model domain-mean surface rainfall budget reveals that surface rainfall is mainly associated with water vapor convergence and local atmospheric drying. The mean surface rainfall lags the mean water vapor convergence by 3 h. The convective–stratiform rainfall separation analysis shows that convective rainfall is associated with water vapor convergence, whereas stratiform rainfall is related to the local atmospheric drying and hydrometeor loss/convergence. The transport of water vapor from rainfall-free regions to rainfall regions creates the main water vapor source for rainfall while it balances local atmospheric drying in rainfall-free regions. Surface evaporation plays a minor role in short-term surface rainfall processes.

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References

  • Chong M, Hauser D (1989) A tropical squall line observed during the COPT 81 experiment in West Africa. Part II: water budget. Mon Weather Rev 117:728–744

    Article  Google Scholar 

  • Chou MD, Suarez MJ (1994) An efficient thermal infrared radiation parameterization for use in general circulation model, NASA Tech. Memo. 104606, vol 3, pp 85 (available from NASA/Goddard Space Flight Center, Code 913, Greenbelt, MD 20771)

  • Chou M-D, Kratz DP, Ridgway W (1991) Infrared radiation parameterization in numerical climate models. J Clim 4:424–437

    Article  Google Scholar 

  • Chou M-D, Suarez MJ, Ho C-H, Yan MM-H, Lee K-T (1998) Parameterizations for cloud overlapping and shortwave single scattering properties for use in general circulation and cloud ensemble models. J Atmos Sci 55:201–214

    Google Scholar 

  • Cui X, Li X (2006) Role of surface evaporation in surface rainfall processes. J Geophys Res 111, D17112. doi:10.1029/2005JD006876

  • Gadgil S, Joseph PV, Joshi NV (1984) Ocean-atmospheric coupling over monsoon regions. Nature 312:141–143

    Article  Google Scholar 

  • Gallus WA Jr, Johnson RH (1991) Heat and moisture budgets of an intense midlatitude squall line. J Atmos Sci 48:122–146

    Article  Google Scholar 

  • Gamache JF, Houze RA Jr (1983) Water budget of a mesoscale convective system in the tropics. J Atmos Sci 40:1835–1850

    Article  Google Scholar 

  • Gao S (2007) A three dimensional dynamic vorticity vector associated with tropical oceanic convection. J Geophys Res 113. doi:10.1029/2006JD008247

  • Gao S, Li X (2008a) Cloud-resolving modeling of convective processes. Springer, Dordrecht, p 206

    Google Scholar 

  • Gao S, Li X (2008b) Responses of tropical deep convective precipitation systems and their associated convective and stratiform regions to the large-scale forcing. Q J R Meteorol Soc 134:2127–2141

    Article  Google Scholar 

  • Gao S, Li X (2010) Precipitation equations and their applications to the analysis of diurnal variation of tropical oceanic rainfall. J Geophys Res 115:D08204. doi:10.1029/2009JD012452

    Article  Google Scholar 

  • Gao S, Ping F, Li X, Tao W-K (2004) A convective vorticity vector associated with tropical convection: a two-dimensional cloud-resolving modeling study. J Geophys Res 109:D14106. doi:10.1029/2004JD004807

    Article  Google Scholar 

  • Gao S, Cui X, Zhu Y, Li X (2005a) Surface rainfall processes as simulated in a cloud resolving model. J Geophys Res 110:D10202. doi:10.1029/2004JD005467

  • Gao S, Cui X, Zhou Y, Li X, Tao WK (2005b) A modeling study of moist and dynamic vorticity vectors associated with 2D tropical convection. J Geophys Res 110:D17104. doi:10.1029/2004JD005675

  • Gao S, Ping F, Li X (2006a) Cloud microphysical processes associated with the diurnal variations of tropical convection: a 2D cloud resolving modeling study. Meteorol Atmos Phys 91:9–16

    Article  Google Scholar 

  • Gao S, Ping F, Cui X, Li X (2006b) Short timescale air–sea coupling in the tropical deep convective regime. Meteorol Atmos Phys 93:37–44

    Article  Google Scholar 

  • Gao S, Li X, Tao W-K, Shie C-L, Lang S (2007) Convective and moist vorticity vectors associated with tropical oceanic convection: a three-dimensional cloud-resolving simulation. J Geophys Res 112:D01105. doi:10.1029/2006JD007179

    Article  Google Scholar 

  • Grabowski WW, Wu X, Moncrieff MW, Hall WD (1998) Cloud-resolving model of tropical cloud systems during phase III of GATE. Part II: effects of resolution and the third spatial dimension. J Atmos Sci 55:3264–3282

    Article  Google Scholar 

  • Graham N, Barnett TP (1987) Sea surface temperature, surface wind divergence, and convection over tropical oceans. Science 238:657–659

    Article  Google Scholar 

  • Gutzler DS, Wood TM (1990) Structure of large-scale convective anomalies over the tropical oceans. J Clim 6:2049–2062

    Google Scholar 

  • Johnson D, Tao W-K, Simpson J (2007) A study of the response of deep tropical clouds to mesocale processes. Part II: sensitivity tests of radiation, surface fluxes and microphysics. J Atmos Sci 64:869–886

    Article  Google Scholar 

  • Khairoutdinov MF, Randall DA (2003) Cloud-resolving modeling of the ARM summer 1997 IOP: model formulation, results, uncertainties, and sensitivities. J Atmos Sci 60:607–625

    Article  Google Scholar 

  • Krueger SK, Fu Q, Liou KN, Chin H-NS (1995) Improvement of an ice-phase microphysics parameterization for use in numerical simulations of tropical convection. J Appl Meteorol 34:281–287

    Article  Google Scholar 

  • Kuo HL (1965) On formation and intensification of tropical cyclones through latent heat release by cumulus convection. J Atmos Sci 22:40–63

    Article  Google Scholar 

  • Kuo HL (1974) Further studies of the parameterization of the influence of cumulus convection on large-scale flow. J Atmos Sci 31:1232–1240

    Article  Google Scholar 

  • Lau K-M, Wu H-T, Bony S (1997) The role of large-scale atmospheric circulation in the relationship between tropical convection and sea surface temperature. J Clim 10:381–392

    Article  Google Scholar 

  • Li X, Sui C-H, Lau K-M, Chou M-D (1999) Large-scale forcing and cloud–radiation interaction in the tropical deep convective regime. J Atmos Sci 56:3028–3042

    Article  Google Scholar 

  • Li T, Hogan TF, Chang CP (2000) Dynamic and thermodynamic regulation of ocean warming. J Atmos Sci 57:3353–3365

    Article  Google Scholar 

  • Li X, Sui C-H, Lau K-M (2002) Dominant cloud microphysical processes in a tropical oceanic convective system: a 2-D cloud resolving modeling study. Mon Weather Rev 130:2481–2491

    Article  Google Scholar 

  • Lin Y-L, Farley RD, Orville HD (1983) Bulk parameterization of the snow field in a cloud model. J Clim Appl Meteorol 22:1065–1092

    Article  Google Scholar 

  • Rutledge SA, Hobbs PV (1983) The mesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. Part VIII: a model for the “seeder-feeder” process in warm-frontal rainbands. J Atmos Sci 40:1185–1206

    Article  Google Scholar 

  • Rutledge SA, Hobbs PV (1984) The mesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. Part XII: a diagnostic modeling study of precipitation development in narrow cold-frontal rainbands. J Atmos Sci 41:2949–2972

    Article  Google Scholar 

  • Rutledge SA, Houze RA Jr (1987) A diagnostic modeling study of the trailing stratiform rain of a mid latitude squall line. J Atmos Sci 44:2640–2656

    Article  Google Scholar 

  • Shen X, Wang Y, Zhang N, Li X (2010) Roles of large-scale forcing, thermodynamics, and cloud microphysics in tropical precipitation processes. Atmos Res 97:371–384

    Article  Google Scholar 

  • Soong ST, Ogura Y (1980) Response of tradewind cumuli to large-scale processes. J Atmos Sci 37:2035–2050

    Article  Google Scholar 

  • Soong ST, Tao W-K (1980) Response of deep tropical cumulus clouds to mesoscale processes. J Atmos Sci 37:2016–2034

    Article  Google Scholar 

  • Sui C-H, Lau K-M, Tao W-K, Simpson J (1994) The tropical water and energy cycles in a cumulus ensemble model. Part I: equilibrium climate. J Atmos Sci 51:711–728

    Article  Google Scholar 

  • Sui C-H, Lau K-M, Takayabu YN, Short D (1997) Diurnal variations in tropical oceanic cumulus convection during TOGA COARE. J Atmos Sci 54:639–655

    Article  Google Scholar 

  • Sui C-H, Li X, Lau K-M (1998) Radiative–convective processes in simulated diurnal variations of tropical oceanic convection. J Atmos Sci 55:2345–2359

    Article  Google Scholar 

  • Sui C-H, Li X, Yang M-J, Huang H-L (2005) Estimation of oceanic precipitation efficiency in cloud models. J Atmos Sci 62:4358–4370

    Article  Google Scholar 

  • Tao WK (2003) Goddard Cumulus Ensemble (GCE) model: application for understanding precipitation processes, AMS meteorological monographs–cloud systems, hurricanes and TRMM, pp 107–138

  • Tao W-K, Simpson J (1993) The Goddard Cumulus Ensemble model. Part I: model description, Terr Atmos Oceanic Sci 4:35–72

    Google Scholar 

  • Tao W-K, Soong S-T (1986) The study of the response of deep tropical clouds to mesoscale processes: three-dimensional numerical experiments. J Atmos Sci 43:2653–2676

    Article  Google Scholar 

  • Tao W-K, Simpson J, Soong S-T (1987) Statistical properties of a cloud ensemble: a numerical study. J Atmos Sci 44:3175–3187

    Article  Google Scholar 

  • Tao W-K, Simpson J, McCumber M (1989) An ice–water saturation adjustment. Mon Weather Rev 117:231–235

    Article  Google Scholar 

  • Tao W-K, Simpson J, Sui C-H, Ferrier B, Lang S, Scala J, Chou M-D, Pickering K (1993) Heating, moisture, and water budgets of tropical and midlatitude squall lines: comparisons and sensitivity to longwave radiation. J Atmos Sci 50:673–690

    Article  Google Scholar 

  • Tao W-K, Simpson J, Sui C-H, Shie C-L, Zhou B, Lau K-M, Moncrieff MW (1999) Equilibrium states simulated by cloud-resolving models. J Atmos Sci 56:3128–3139

    Article  Google Scholar 

  • Tao W-K, Shie C-L, Simpson J, Braun S, Johnson RH, Ciesielski PE (2003) Convective systems over the South China Sea: cloud-resolving model simulations. J Atmos Sci 60:2929–2956

    Article  Google Scholar 

  • Tao W-K, Johnson D, Shie C-L, Simpson J (2004) The atmospheric energy budget and large-scale precipitation efficiency of convective systems during TOGA COARE, GATE, SCSMEX, and ARM: cloud-resolving model simulations. J Atmos Sci 61:2405–2423

    Article  Google Scholar 

  • Tompkins AM (2000) The impact of dimensionality on long-term cloud-resolving model simulations. Mon Weather Rev 128:1521–1535

    Article  Google Scholar 

  • Waliser DE (1996) Formation and limiting mechanisms for very high sea surface temperature: linking the dynamics and thermodynamics. J Clim 9:161–188

    Article  Google Scholar 

  • Waliser DE, Graham NE (1993) Convective cloud systems and warm pool sea surface temperatures: coupled interactions and self-regulation. J Geophys Res 98:12881–12893

    Article  Google Scholar 

  • Wallace J (1992) Effect of deep convection on the regulation of tropical sea surface temperature. Nature 357:230–231

    Article  Google Scholar 

  • Wang J-J, Li X, Carey L (2007) Evolution, structure, cloud microphysical and surface rainfall processes of a monsoon convection during the South China Sea Monsoon Experiment. J Atmos Sci 64:360–380

    Article  Google Scholar 

  • Webster PJ (1994) Role of hydrological processes in ocean–atmosphere interactions. Rev Geophys 32:427–476

    Article  Google Scholar 

  • Weller RA, Anderson SP (1996) Surface meteorology and air–sea fluxes in the western equatorial Pacific warm pool during TOGA COARE. J Clim 9:1959–1990

    Article  Google Scholar 

  • Wu X, Grabowski WW, Moncrieff MW (1998) Long-term evolution of cloud systems in TOGA COARE and their interactions with radiative and surface processes. Part I: two-dimensional cloud-resolving model. J Atmos Sci 55:2693–2714

    Article  Google Scholar 

  • Xu K-M, Krueger SK (1991) Evaluation of cloudiness parameterization using a cumulus ensemble model. Mon Weather Rev 119:342–367

    Article  Google Scholar 

  • Xu K-M, Randall DA (1996) Explicit simulation of cumulus ensembles with the GATE Phase III data: comparison with observations. J Atmos Sci 53:3710–3736

    Article  Google Scholar 

  • Xu K-M, Cederwall RT, Donner LJ, Grabowski WW, Guichard F, Johnson DE, Khairoutdinov M, Krueger SK, Petch JC, Randall DA, Seman CJ, Tao W-K, Wang D, Xie SC, Yio JJ, Zhang M-H (2002) An intercomparison of cloud resolving models with the Atmospheric Radiation Measurement summer 1997 Intensive Observation Period data. Q J R Meteorol Soc 128:593–624

    Article  Google Scholar 

  • Zhang C (1993) Large-scale variability of atmospheric deep convection in relation to sea surface temperature in the Tropics. J Clim 6:1898–1912

    Article  Google Scholar 

  • Zhang MH, Lin JL (1997) Constrained variational analysis of sounding data based on column-integrated budgets of mass, heat, moisture, and momentum: approach and application to ARM measurements. J Atmos Sci 54:1503–1524

    Article  Google Scholar 

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Acknowledgments

The authors thank Prof. M. Zhang at the State University of New York at Stony Brook for allowing us to use his TOGA COARE forcing data, and four anonymous reviewers for their constructive comments. This research is supported by the National Basic Research Program of China (973 Program) under Grant 2009CB421505, the National Natural Science Foundation of China under Grant 40775036 and 40921160379.

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Correspondence to Xiaopeng Cui.

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Cui, X., Li, X. A cloud-resolving modeling study of short-term surface rainfall processes. Meteorol Atmos Phys 111, 1–11 (2011). https://doi.org/10.1007/s00703-010-0121-9

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