Rainfall and Radiative Heating Rates from TOGA COARE Atmospheric Budgets

Richard H. Johnson Department of Atmospheric Science, Colorado State University, Fort Collins, Colorado

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Paul E. Ciesielski Department of Atmospheric Science, Colorado State University, Fort Collins, Colorado

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Abstract

Atmospheric heat and moisture budgets are used to determine rainfall and radiative heating rates over the western Pacific warm pool during the Tropical Ocean Global Atmosphere Coupled Ocean–Atmosphere Response Experiment (TOGA COARE). Results are compared to independent estimates of these quantities from the other sources. Using the COARE bulk flux algorithm to estimate surface evaporation over the intensive flux array (IFA), the IFA moisture budget-derived average rainfall for the 120-day intensive observing period (IOP) is 8.2 mm day−1. This value agrees closely with recent estimates from satellites and the ocean salinity budget. For a smaller area within the IFA containing the rain-mapping domain of the TOGA and Massachusetts Institute of Technology 5-cm radars, the atmospheric budget for the 101-day radar deployment yields 6.8 mm day−1, slightly greater than the independent radar rain rate estimate of 5.4 mm day−1.

Comparison of budget-derived rainfall with National Centers for Environmental Prediction and European Centre for Medium-Range Weather Forecasts reanalyses indicates that the reanalyses produce excessive precipitation in the northern ITCZ (around 10°N) in association with anomalously moist low-level conditions at those latitudes. These anomalous conditions arise from moist-biased VIZ humidity sensors on rawinsondes launched at operational sites there, while outside those latitudes dry-biased Vaisala sensors were almost exclusively used.

Computation of the vertically integrated net radiative heating rate 〈QR〉 as a residual from the heat and moisture budgets reveals a ∼1.5 K day−1 variation on the timescale of the Madden–Julian oscillation. The implied horizontal variation of 〈QR〉 is large enough to have significant impacts on the tropical Walker and Hadley circulations. The IFA–IOP mean 〈QR〉 is −0.41 K day−1. This net cooling rate is less than many previous estimates for the Tropics but is within the range of independent estimates for COARE based on radiation models and observations. This small value may arise from decreased longwave emission to space due to abundant cirrus over the warm pool and, in addition, may reflect some shortwave absorption by cirrus, but not necessarily “anomalous absorption” as has been recently proposed.

Corresponding author address: Dr. Richard H. Johnson, Department of Atmospheric Science, Colorado State University, Fort Collins, CO 80523.

Email: rhj@vortex.atmos.colostate.edu

Abstract

Atmospheric heat and moisture budgets are used to determine rainfall and radiative heating rates over the western Pacific warm pool during the Tropical Ocean Global Atmosphere Coupled Ocean–Atmosphere Response Experiment (TOGA COARE). Results are compared to independent estimates of these quantities from the other sources. Using the COARE bulk flux algorithm to estimate surface evaporation over the intensive flux array (IFA), the IFA moisture budget-derived average rainfall for the 120-day intensive observing period (IOP) is 8.2 mm day−1. This value agrees closely with recent estimates from satellites and the ocean salinity budget. For a smaller area within the IFA containing the rain-mapping domain of the TOGA and Massachusetts Institute of Technology 5-cm radars, the atmospheric budget for the 101-day radar deployment yields 6.8 mm day−1, slightly greater than the independent radar rain rate estimate of 5.4 mm day−1.

Comparison of budget-derived rainfall with National Centers for Environmental Prediction and European Centre for Medium-Range Weather Forecasts reanalyses indicates that the reanalyses produce excessive precipitation in the northern ITCZ (around 10°N) in association with anomalously moist low-level conditions at those latitudes. These anomalous conditions arise from moist-biased VIZ humidity sensors on rawinsondes launched at operational sites there, while outside those latitudes dry-biased Vaisala sensors were almost exclusively used.

Computation of the vertically integrated net radiative heating rate 〈QR〉 as a residual from the heat and moisture budgets reveals a ∼1.5 K day−1 variation on the timescale of the Madden–Julian oscillation. The implied horizontal variation of 〈QR〉 is large enough to have significant impacts on the tropical Walker and Hadley circulations. The IFA–IOP mean 〈QR〉 is −0.41 K day−1. This net cooling rate is less than many previous estimates for the Tropics but is within the range of independent estimates for COARE based on radiation models and observations. This small value may arise from decreased longwave emission to space due to abundant cirrus over the warm pool and, in addition, may reflect some shortwave absorption by cirrus, but not necessarily “anomalous absorption” as has been recently proposed.

Corresponding author address: Dr. Richard H. Johnson, Department of Atmospheric Science, Colorado State University, Fort Collins, CO 80523.

Email: rhj@vortex.atmos.colostate.edu

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  • Albrecht, B. A., and S. K. Cox, 1975: The large-scale response of the tropical atmosphere to cloud modulated infrared heating. J. Atmos. Sci.,32, 16–24.

  • Arkin, P. A., and B. N. Meisner, 1987: The relationship between large-scale convective rainfall and cold cloud over the western hemisphere during 1982–1984. Mon. Wea. Rev.,115, 51–74.

  • Bantzer, C. H., and J. M. Wallace, 1996: Intraseasonal variability in tropical mean temperature and precipitation and their relation to the tropical 40–50 day oscillation. J. Atmos. Sci.,53, 3032–3045.

  • Barnes, S. L., 1964: A technique for maximizing details in numerical weather map analysis. J. Appl. Meteor.,3, 396–409.

  • ——, 1973: Mesoscale objective map analysis using weighted time-series observations. NOAA Tech. Memo. ERL NSSL-62, 60 pp. [NTIS COM-73-10781.].

  • Bergman, J. W., and H. H. Hendon, 1998: Calculating monthly radiative fluxes and heating rates from monthly cloud observations. J. Atmos. Sci.,55, 3471–3491.

  • Betts, A. K., 1974: Further comments on “A comparison of the equivalent potential temperature and the static energy.” J. Atmos. Sci.,31, 1713–1715.

  • Cess, R. D., and Coauthors, 1995: Absorption of solar radiation by clouds: Observations versus models. Science,267, 496–499.

  • Chou, M.-D., W. Zhao, and S.-H. Chou, 1998: Radiation budgets and cloud radiative forcing in the Pacific warm pool during TOGA COARE. J. Geophys. Res.,103, 16 967–16 977.

  • Ciesielski, P. E., L. M. Hartten, and R. H. Johnson 1997: Impacts of merging profiler and rawinsonde winds on TOGA COARE analyses. J. Atmos. Oceanic Technol.,14, 1264–1279.

  • Cox, S. K., and K. T. Griffith, 1979: Estimates of radiative divergence during Phase III of the GARP Atlantic Tropical Experiment. Part II: Analysis of Phase III results. J. Atmos. Sci.,36, 586–601.

  • Curry, J. A., C. A. Clayson, W. B. Rossow, R. Reeder, Y.-C. Zhang, P. J. Webster, G. Liu, and R.-S. Sheu, 1999: High-resolution satellite-derived dataset of the surface fluxes of heat, freshwater, and momentum for the TOGA COARE IOP. Bull. Amer. Meteor. Soc.,80, 2059–2080.

  • Dopplick, T. G., 1972: Radiative heating of the global atmosphere. J. Atmos. Sci.,29, 1278–1294.

  • Ebert, E. E., and M. J. Manton, 1998: Performance of satellite rainfall estimation algorithms during TOGA COARE. J. Atmos. Sci.,55, 1537–1557.

  • Emanuel, K. A., and M. Bister, 1996: Moist convective velocity and buoyancy scales. J. Atmos. Sci.,53, 3276–3285.

  • ——, and M. Živković-Rothman, 1999: Development and evaluation of a convection scheme for use in climate models. J. Atmos. Sci.,56, 1766–1782.

  • Fairall, C. W., E. F. Bradley, D. P. Rogers, J. B. Edson, and G. S. Young, 1996: Bulk parameterization of air-sea fluxes for TOGA COARE. J. Geophys. Res.,101 (C2), 3747–3764.

  • Feng, M., P. Hacker, and R. Lukas, 1998: Upper ocean heat and salt balances in response to a westerly wind burst in the western equatorial Pacific during TOGA COARE. J. Geophys. Res.,103, 10 289–10 311.

  • Frank, W. M., H. Wang, and J. L. McBride, 1996: Rawinsonde budget analyses during the TOGA COARE IOP. J. Atmos. Sci.,53, 1761–1780.

  • Gibson, J. K., P. Kallberg, S. Uppala, A. Hernandez, A. Nomura, and E. Serrano, 1997: ERA description. ECMWF Re-Analysis Project Rep. Series 1, European Centre for Medium-Range Weather Forecasts, 72 pp.

  • Godfrey, J. S., R. A. Houze Jr., R. H. Johnson, R. Lukas, J.-L. Redelsperger, A. Sumi, and R. Weller, 1998: The Coupled Ocean Atmosphere Response Experiment (COARE): An interim report. J. Geophys. Res.,103, 14 395–14 450.

  • Gosnell, R., C. W. Fairall, and P. J. Webster, 1995: The sensible heat of rainfall in the tropical ocean. J. Geophys. Res.,100, 18 437–18 442.

  • Gray, W. M., and R. W. Jacobson Jr., 1977: Diurnal variation of oceanic deep cumulus convection. Mon. Wea. Rev.,105, 1171–1188.

  • Harshvardhan, D. A. Randall, T. G. Corsetti, and D. A. Dazlich, 1989:Earth radiation budget and cloudiness simulations with a general circulation model. J. Atmos. Sci.,46, 1922–1942.

  • Hartmann, D. L., H. H. Hendon, and R. A. Houze Jr., 1984: Some implications of the mesoscale circulations in tropical cloud clusters for large-scale dynamics and climate. J. Atmos. Sci.,41, 113–121.

  • Hendon, H. H., and M. L. Salby, 1994: The life cycle of the Madden–Julian oscillation. J. Atmos. Sci.,51, 2225–2237.

  • Houze, R. A., Jr., 1982: Cloud clusters and large-scale vertical motion in the tropics. J. Meteor. Soc. Japan,60, 396–410.

  • Johnson, R. H., 1980: Diagnosis of convective and mesoscale motions during Phase III of GATE. J. Atmos. Sci.,37, 733–753.

  • ——, 1984: Partitioning tropical heat and moisture budgets into cumulus and meso-scale components: Implication for cumulus parameterization. Mon. Wea. Rev.,112, 1590–1601.

  • ——, 1986: Short-term variations of the tropopause height over the winter MONEX area. J. Atmos. Sci.,43, 1152–1163.

  • ——, and X. Lin, 1997: Episodic trade-wind regimes over the western Pacific warm pool. J. Atmos. Sci.,54, 2020–2034.

  • ——, P. E. Ciesielski, and K. A. Hart, 1996: Tropical inversions near the 0°C level. J. Atmos. Sci., 53, 1838–1855.

  • Kalnay, E., and Coauthors, 1996: The NCEP/NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc.,77, 437–471.

  • Lau, K.-M., P. J. Sheu, S. Schubert, D. Ledvina, and H. Weng, 1996:Evolution of large-scale circulation during TOGA COARE: Model intercomparison and basic features. J. Climate,9, 986–1003.

  • Lin, X., and R. H. Johnson, 1996a: Kinematic and thermodynamic characteristics of the flow over the western Pacific warm pool during TOGA COARE. J. Atmos. Sci.,53, 695–715.

  • ——, and ——, 1996b: Heating, moistening and rainfall over the western Pacific warm pool during TOGA COARE. J. Atmos. Sci.,53, 3367–3383.

  • Lucas, C., and E. J. Zipser, 2000: Environmental variability during TOGA COARE. J. Atmos. Sci., in press.

  • Lukas, R., P. J. Webster, M. Ji, and A. Leetma, 1995: The large-scale context for the TOGA Coupled Ocean–Atmosphere Response Experiment. Meteor. Atmos. Phys.,56, 3–16.

  • Madden, R. A., and P. R. Julian, 1971: Detection of a 40–50 day oscillation in the zonal wind in the tropical Pacific. J. Atmos. Sci.,28, 702–708.

  • Mapes, B. E., 1998: The large-scale part of tropical mesoscale convective system circulations: A linear vertical spectral band model. J. Meteor. Soc. Japan,76, 29–55.

  • McNab, A. L., and A. K. Betts, 1978: Mesoscale budget study of cumulus convection. Mon. Wea. Rev.,106, 1317–1331.

  • McPhaden, M. J., 1993: TOGA-TAO and the 1991–1993 ENSO event. Oceanography,6, 36–44.

  • Nakazawa, T., 1988: Tropical super clusters within intraseasonal variations over the west Pacific. J. Meteor. Soc. Japan,66, 777–786.

  • Nitta, T., 1972: Energy budget of wave disturbances over the Marshall Islands during the years of 1956 and 1958. J. Meteor. Soc. Japan,50, 71–84.

  • Nuss, W. A., and D. W. Titley, 1994: Use of multiquadric interpolation for meteorological objective analysis. Mon. Wea. Rev.,122, 1611–1631.

  • Ooyama, K. V., 1987: Scale-controlled objective analysis. Mon. Wea. Rev.,115, 2479–2506.

  • Parsons, D., and Coauthors, 1994: The Integrated Sounding System: Description and preliminary observations from TOGA COARE. Bull. Amer. Meteor. Soc.,75, 553–567.

  • Pilewskie, P., and F. P. J. Valero, 1995: Direct observations of excess solar absorption by clouds. Science,267, 1626–1629.

  • Ramanathan, V., B. Subasilar, G. J. Zhang, W. Conant, R. D. Cess, J. T. Kiehl, H. Grassl, and L. Shi, 1995: Warm pool heat budget and shortwave cloud forcing: A missing physics? Science,267, 499–503.

  • Randall, D. A., Harshvardhan, D. A. Dazlich, and T. G. Corsetti, 1989: Interactions among radiation, convection, and large-scale dynamics in a general circulation model. J. Atmos. Sci.,46, 1943–1970.

  • Raymond, D. J., 2000: The Hadley circulation as a radiative-convective instability. J. Atmos. Sci.,57, 1286–1297.

  • Reed, R. J., 1978: The structure and behaviour of easterly waves over West Africa and the Atlantic. Meteorology over the Tropical Oceans, D. B. Shaw, Ed., Royal Meteorological Society, 57–71.

  • ——, and E. E. Recker, 1971: Structure and properties of synoptic-scale wave disturbances in the equatorial western Pacific. J. Atmos. Sci.,28, 1117–1133.

  • Rossow, W. B., and R. A. Schiffer, 1991: ISCCP cloud data product. Bull. Amer. Meteor. Soc.,72, 2–20.

  • Sherwood, S. C., V. Ramanathan, T. P. Barnett, M. K. Tyree, and E. Roeckner, 1994: Response of an atmospheric general circulation model to radiative forcing of tropical clouds. J. Geophys. Res.,99, 20 829–20 845.

  • Sheu, R.-S., J. A. Curry, and G. Liu, 1996: Satellite retrieval of tropical rainfall using ISCCP analyses and microwave measurements. J. Geophys. Res.,101, 21 291–21 301.

  • Short, D. A., P. A. Kucera, B. S. Ferrier, J. C. Gerlach, S. A. Rutledge, and O. W. Thiele, 1997: Shipboard radar rainfall patterns within the TOGA COARE IFA. Bull. Amer. Meteor. Soc.,78, 2817–2836.

  • Slingo, A., and J. M. Slingo, 1988: The response of a general circulation model to cloud longwave radiative forcing. I: Introduction and initial experiments. Quart. J. Roy. Meteor. Soc.,114, 1027–1062.

  • ——, and ——, 1991: The response of a general circulation model to cloud longwave radiative forcing. II: Further studies. Quart. J. Roy. Meteor. Soc.,117, 333–364.

  • Slingo, J. M., and R. A. Madden, 1991: Characteristics of the tropical intraseasonal oscillation in the NCAR community climate model. Quart. J. Roy, Metoer. Soc.,117, 1129–1169.

  • Stephens, G. L., 1996: How much solar radiation do clouds absorb? Science,271, 1131–1133.

  • ——, A. Slingo, M. J. Webb, P. J. Minnett, P. H. Daum, L. Kleinman, I. Wittmeyer, and D. A. Randall, 1994: Observations of the Earth’s radiation budget in relation to atmospheric hydrology. 4: Atmospheric column radiative cooling over the world’s oceans. J. Geophys. Res.,99, 18 585–18 604.

  • Thompson, R. M., Jr., S. W. Payne, E. E. Recker, and R. J. Reed, 1979: Structure and properties of synoptic-scale wave disturbances in the intertropical convergence zone of the eastern Atlantic. J. Atmos. Sci.,36, 53–72.

  • Tiedtke, M., 1989: Comprehensive mass flux scheme for cumulus parameterization in large-scale models. Mon. Wea. Rev.,117, 1779–1800.

  • Trenberth, K. E., 1991: Climate diagnostics from global analyses: Conservation of mass in ECMWF analyses. J. Climate,4, 707–722.

  • ——, J. W. Hurrell, and A. Solomon, 1995: Conservation of mass in three dimensions. J. Climate,8, 692–708.

  • Wade, C. G., and B. Schwartz, 1993: Radiosonde humidity observations near saturation. Preprints, Eighth Symp. on Meteorological Observations and Instrumentation, Anaheim, CA, Amer. Meteor. Soc., 44–49.

  • Webster, P. J., 1994: The role of hydrological processes in ocean–atmosphere interactions. Rev. Geophys.,32, 427–476.

  • ——, and G. L. Stephens, 1980: Tropical upper-tropospheric extended clouds: Inferences from winter MONEX. J. Atmos. Sci.,37, 1521–1541.

  • ——, and R. Lukas, 1992: TOGA COARE: The Coupled Ocean–Atmosphere Response Experiment. Bull. Amer. Meteor. Soc.,73, 1377–1416.

  • Weller, R. A., and S. P. Anderson, 1996: Surface meteorology and air–sea fluxes in the western equatorial Pacific during the TOGA Coupled Ocean–Atmosphere Response Experiment. J. Climate,9, 1959–1990.

  • Wong, T., G. L. Stephens, P. W. Stackhouse Jr., and F. P. J. Valero, 1993: The radiative budgets of a tropical mesoscale convective system during the EMEX-STEP-AMEX Experiment. 2: Model results. J. Geophys. Res.,98, 8695–8711.

  • Xie, P., and P. A. Arkin, 1997: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs. Bull. Amer. Meteor. Soc.,78, 2539–2558.

  • Yanai, M., and R. H. Johnson, 1993: Impacts of cumulus convection on thermodynamic fields. The Representation of Cumulus Convection in Numerical Models of the Atmosphere, Meteor. Monogr., No. 46, Amer. Meteor. Soc., 39–62.

  • ——, S. Esbensen, and J. H. Chu, 1973: Determination of bulk properties of tropical cloud clusters from large-scale heat and moisture budgets. J. Atmos. Sci.,30, 611–627.

  • ——, B. Chen, and W. Tung, 2000: The Madden–Julian oscillation observed during the TOGA COARE IOP: Global view. J. Atmos. Sci., in press.

  • Yuter, S. E., and R. A. Houze Jr., 1995: Three-dimensional kinematic and microphysical evolution of Florida cumulonimbus. Part II: Frequency distributions of vertical velocity, reflectivity, and differential reflectivity. Mon. Wea. Rev.,123, 1941–1963.

  • Zipser, E. J., and R. H. Johnson, 1998: Systematic errors in radiosonde humidities: A global problem? Preprints, 10th Symp. on Meteorological Observations and Instrumentation, Phoenix, AZ, Amer. Meteor. Soc., 72–73.

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