Abstract
Shallow circulations are central to many tropical cloud systems. We investigate the potential of existing and upcoming data to document these circulations. Different methods to observe or constrain atmospheric circulations rely on satellite-borne instruments. Direct observations of the wind are currently possible at the ocean surface or using tracer patterns. Satellite-borne wind lidar will soon be available, with a much better coverage and accuracy. Meanwhile, circulations can be constrained using satellite observations of atmospheric diabatic heating. We evaluate the commonalities and discrepancies of these estimates together with reanalysis in systems that include shallow circulations. It appears that existing datasets are in qualitative agreement, but that they still differ too much to provide robust evaluation criteria for general circulation models. This state of affairs highlights the potential of satellite-borne wind lidar and of further work on current satellite retrievals.
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27 February 2021
A Correction to this paper has been published: https://doi.org/10.1007/s10712-021-09629-5
References
Abdalla S (2012) Ku-band radar altimeter surface wind speed algorithm. Mar Geod 35(supplement 1):276–298
Baker WE, Atlas R, Cardinali C, Clement A, Emmitt GD, Gentry BM, Hardesty RM, Källén E, Kavaya MJ, Langland R, Ma Z, Masutani M, McCarty W, Pierce RB, Pu Z, Riishojgaard LP, Ryan J, Tucker S, Weissmann M, Yoe JG (2014) Lidar-measured wind profiles: the missing link in the global observing system. Bull Am Meteorol Soc 95(4):543–564
Bellon G, Bony S (2017) Tropical and subtropical cloud systems. In: Bony S, Jakob C, Siebesma AP, Stevens B (eds) Clouds and climate, Chap 9. Cambridge University Press, Cambridge
Bellon G, Geoffroy O (2016) Stratocumulus radiative effect, multiple equilibria of the well mixed boundary layer and transition to shallow convection. Q J R Meteorol Soc 142:1685–1696
Bellon G, Sobel AH (2010) Multiple equilibria of the Hadley circulation in an intermediate-complexity axisymmetric model. J Clim 23(7):1760–1778
Bretherton CS, Blossey PN, Khairoutdinov M (2005) An energy-balance analysis of deep convective self-aggregation above uniform SST. J Atmos Sci 62:4273–4292
Chouza F, Reitebuch O, Benedetti A, Weinzierl B (2016) Saharan dust long-range transport across the Atlantic studied by an airborne Doppler wind lidar and the MACC model. Atmos Chem Phys 16:11581–11600
Chouza F, Reitebuch O, Jähn M, Rahm S, Weinzierl B (2016) Vertical wind retrieved by airborne lidar and analysis of island induced gravity waves in combination with numerical models and in-situ particle measurements. Atmos Chem Phys 16:4675–4692
Ciesielski PE, Johnson RH, Jiang X, Zhang Y, Xie S (2017) Relationships between radiation, clouds, and convection during DYNAMO. Geophys Res Atmos 122:2529–2548
Coppin D, Bony S (2015) Physical mechanisms controlling the initiation of convective self-aggregation in a General Circulation Model. J Adv Model Earth Syst 7(4):2060–2078
Dee DP et al (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597
Dixit V, Srinivasan J (2016) The momentum constraints on the shallow meridional circulation associated with the marine ITCZ. Meteorol Atmos Phys. https://doi.org/10.1007/s00703-016-0489-2
European Space Agency (2008) ADM-Aeolus Science Report, ESA SP-1311
Grecu M, Olson WS, Shie C-L, L’Ecuyer TL, Tao WK (2009) Combining satellite microwave radiometer and radar observations to estimate atmospheric heating profiles. J Clim 22:6356–6376
Hagos S, Zhang C (2010) Diabatic heating, divergent circulation and moisture transport in the African monsoon system. Q J R Meteorol Soc 136:411–425
Hagos S, Zhang C, Tao WK, Lang S, Takayabu YN, Shige S, Katsumata M, Olson B, L’Ecuyer T (2010) Estimates of tropical diabatic heating profiles: commonalities and uncertainties. J Clim 23(3):542–558
Hartmann DL, Hendon HH, Houze RA Jr (1984) Some implications of the mesoscale circulations in tropical cloud clusters for large-scale dynamics and climate. J Atmos Sci 41(1):113–121
Henderson DS, L’Ecuyer TS, Stephens GL, Partain P, Sekiguchi M (2013) A multisensor perspective on the radiative impacts of clouds and aerosols. J Appl Meteorol Climatol 52(4):853–871
Hohenegger C, Stevens B (2016) Coupled radiative convective equilibrium simulations with explicit and parameterized convection. J Adv Model Earth Syst 8(3):1468–1482
Huaman L, Takahashi K (2016) The vertical structure of the eastern Pacific ITCZs and associated circulation using the TRMM Precipitation Radar and in situ data. Geophys Res Lett 43(15):8230–8239
Hung MP, Lin JL, Wang W, Kim D, Shinoda T, Weaver SJ (2013) MJO and convectively coupled equatorial waves simulated by CMIP5 climate models. J Clim 26(17):6185–6214
Jiang X, Waliser DE, Olson WS, Tao WK, L’Ecuyer TS, Li KF, Yung YL, Shige S, Lang S, Takayabu YN (2011) Vertical diabatic heating structure of the MJO: intercomparison between recent reanalyses and TRMM estimates. Mon Weather Rev 139(10):3208–3223
Jiang X, Waliser DE, Xavier PK, Petch J, Klingaman NP, Woolnough SJ, Guan B, Bellon G, Crueger T, DeMott C, Hannay C, Lin H, Hu W, Kim D, Lappen C-L, Lu M-M, Ma H-Y, Miyakawa T, Ridout JA, Schubert SD, Scinocca J, Seo K-H, Shindo E, Song X, Stan C, Tseng W-L, Wang W, Wu T, Wu X, Wyser K, Zhang GJ, Zhu H (2015) Vertical structure and physical processes of the Madden–Julian oscillation: exploring key model physics in climate simulations. J Geophys Res Atmos 120(10):4718–4748
Johnson RH, Ciesielski PE, Ruppert JH Jr, Katsumata M (2015) Sounding-based thermodynamic budgets for DYNAMO. J Atmos Sci 72:598–622
Kemball-Cook SR, Weare BC (2001) The onset of convection in the Madden–Julian oscillation. J Clim 14:780–793
Kiladis GN, Straub KH, Haertel PT (2005) Zonal and vertical structure of the Madden–Julian oscillation. J Atmos Sci 62:2790–2809
Klaes KD, Cohen M, Buhler Y, Schlüssel P, Munro R, Luntame JP, von Engelin A, Clerigh EO, Bonekamp H, Ackermann J, Schmetz J (2007) An introduction to the EUMETSAT polar system. Bull Am Meteorol Soc 88(7):1085–1096
Klein SA, Hartmann DL (1993) The seasonal cycle of low stratiform clouds. J Clim 6(8):1587–1606
Kodama Y-M, Katsumata M, Mori S, Satoh S, Hirose Y, Ueda H (2009) Climatology of warm rain and associated latent heating derived from TRMM-PR observations. J Clim 22:4908–4929
Lappen CL, Schumacher C (2012) Heating in the tropical atmosphere: what level of detail is critical for accurate MJO simulations in GCMs? Clim Dyn 39(9–10):2547–2568
L’Ecuyer TS, McGarragh G (2010) A 10-year climatology of tropical radiative heating and its vertical structure from TRMM observations. J Clim 23(3):519–541
L’Ecuyer TS, Stephens GL (2003) The tropical atmospheric energy budget from the TRMM perspective. Part I: algorithm and uncertainties. J Clim 16:1967–1985
L’Ecuyer TS, Stephens GL (2007) The tropical atmospheric energy budget from the TRMM perspective. Part II: evaluating GCM representations of the sensitivity of regional energy and water cycles to the 199899 ENSO cycle. J Clim 20:4548–4571
Lee T (2004) Decadal weakening of the shallow overturning circulation in the South Indian Ocean. Geophys Res Lett 31:L18305
Li G, Xie SP (2014) Tropical biases in CMIP5 multimodel ensemble: the excessive equatorial Pacific cold tongue and double ITCZ problems. J Clim 27:1765–1780
Li C, Jia X, Ling J, Zhou W, Zhang C (2009) Sensitivity of MJO simulations to diabatic heating profiles. Clim Dyn 32(2–3):167–187
Lillibridge J, Scharroo R, Abdalla S, Vandemark D (2014) One- and two-dimensional wind speed models for Ka-band altimetry. J Atmos Ocean Technol 31:630–638
Lilly DK, Schubert WH (1980) The effects of radiative cooling in a cloud-topped mixed layer. J Atmos Sci 37:482–487
Lin X, Johnson RH (1996) Kinematic and thermodynamic characteristics of the flow over the western Pacific warm pool during TOGA COARE. J Atmos Sci 53:695–715
Ling J, Zhang C (2013) Diabatic heating profiles in recent global reanalyses. J Clim 26:3307–3325
Madden RA, Julian PR (1971) Detection of a 40–50 day oscillation in the zonal wind in the tropical Pacific. J Atmos Sci 28(5):702–708
Menzel PW (2001) Cloud tracking with satellite imagery: from the pioneering work of Ted Fujita to the present. Bull Am Meteorol Soc 82(1):33–47
Muller C, Bony S (2015) What favors convective aggregation and why? Geophys Res Lett 42:5626–5634
Muller CJ, Held IM (2012) Detailed investigation of the self-aggregation of convection in cloud-resolving simulations. J Atmos Sci 69:2551–2565
Naumann AK, Stevens B, Hohenegger C, Mellado JP (2017) A conceptual model of a shallow circulation induced by low-level radiative cooling. J Atmos Sci 74:3129–3144
Nguyen H, Thorncroft CD, Zhang C (2011) Guinean coastal rainfall of the West African Monsoon. Q J R Meteorol Soc 137:1828–1840
Nie J, Boos WR, Kuang Z (2010) Observational evaluation of a convective quasi-equilibrium view of monsoons. J Clim 23:4416–4428
Nishant N, Sherwood SC, Geoffroy O (2016) Radiative driving of shallow return flows from the ITCZ. J Adv Model Earth Syst 8:831–842
Nolan DS, Zhang C, Chen SH (2007) Dynamics of the shallow meridional circulation around intertropical convergence zones. J Atmos Sci 64(7):2262–2285
Norris JR (1998) Low cloud type over the ocean from surface observations. Part I: relationship to surface meteorology and the vertical distribution of temperature and moisture. J Clim 11(3):369–382
Olson WS, Kummerow CD, Hong Y, Tao WK (1999) Atmospheric latent heating distributions in the tropics derived from satellite passive microwave radiometer measurements. J Appl Meteorol 38:633–664
Oueslati B, Bellon G (2013) Convective entrainment and large-scale organization of tropical precipitation: sensitivity of the CNRM-CM5 hierarchy of models. J Clim 26(9):2931–2946
Oueslati B, Bellon G (2015) The double ITCZ bias in CMIP5 models: interaction between SST, large-scale circulation and precipitation. Clim Dyn 44:585–607
Parker DJ, Willetts P, Birch C, Turner AG, Marsham JH, Taylor CM, Kolusu S, Martin GM (2016) The interaction of moist convection and mid level dry air in the advance of the onset of the Indian monsoon. Q J R Meteorol Soc 142:2256–2272
Petch J, Waliser D, Jiang X, Xavier PK, Woolnough S (2011) A global model intercomparison of the physical processes associated with the Madden–Julian oscillation. GEWEX News 21(3):3–5
Pierrehumbert RT, Roca R (1998) Evidence for control of Atlantic subtropical humidity by large scale advection. Geophys Res Lett 25(24):4537–4540
Reitebuch O (2012a) The space-borne wind lidar mission ADM-Aeolus. In: Schumann U (ed) Atmospheric physics background. Methods, trends. Springer series on research topics in aerospace. Springer, Berlin, pp 815–827
Reitebuch O (2012b) Wind lidar for atmospheric research. In: Schumann U (ed) Atmospheric physics background. Methods, trends. Springer series on research topics in aerospace. Springer, Berlin, pp 487–507
Reitebuch O, Werner C, Leike I, Delville P, Flamant PH, Cress A, Engelbart D (2001) Experimental validation of wind profiling performed by the airborne 10 μm-Heterodyne Doppler Lidar WIND. J Atmos Ocean Technol 18:1331–1344
Reitebuch O, Volkert H, Werner C, Dabas A, Delville P, Drobinski P, Flamant PH, Richard E (2003) Determination of air flow across the Alpine ridge by a combination of airborne Doppler lidar, routine radio-sounding and numerical simulation. Q J R Meteorol Soc 129:715–728
Rieck M, Nuijens L, Stevens B (2012) Marine boundary layer cloud feedbacks in a constant relative humidity atmosphere. J Atmos Sci 69(8):2538–2550
Rienecker MM et al (2011) MERRA: NASAs modern-era retrospective analysis for research and applications. J Clim 24:3624–3648
Saha S et al (2010) The NCEP climate forecast system reanalysis. Bull Am Meteorol Soc 91:1015–1057
Sampe T, Xie SP (2007) Mapping high sea winds from space a global climatology. Bull Am Meteorol Soc 88(12):1965–1978
Schott FA, Dengler M, Schoenefeldt R (2002) The shallow overturning circulation of the Indian Ocean. Prog Oceanogr 53:57–103
Sherwood SC, Bony S, Dufresne J-L (2014) Spread in model climate sensitivity traced to atmospheric convective mixing. Nature 505(7481):37–42
Shige S, Takayabu YN, Tao W-K, Johnson DE (2004) Spectral retrieval of latent heating profiles from TRMM PR data. Part I: development of a model-based algorithm. J Appl Meteorol 43:1095–1113
Shige S, Takayabu YN, Tao W-K, Shie C-L (2007) Spectral retrieval of latent heating profiles from TRMM PR data. Part II: algorithm improvement and heating estimates over tropical ocean regions. J Appl Meteorol Climatol 46:1098–1124
Shige S, Takayabu YN, Tao W-K (2008) Spectral retrieval of latent heating profiles from TRMM PR data. Part III: estimating apparent moisture sink profiles over tropical oceans. J Appl Meteorol Climatol 47:620–640
Simpson J, Kummerow C, Tao W-K, Adler RF (1996) On the tropical rainfall measuring mission (TRMM). Meteorol Atmos Phys 60:19–36
Smith EA, Asrar G, Furuhama Y, Ginati A, Mugnai A, Nakamura K, Entin JK et al (2007) International global precipitation measurement (GPM) program and mission: an overview. In: Levizzani V, Bauer P, Turk FJ (eds) Measuring precipitation from space. Springer, Dordrecht, pp 611–653
Stoffelen A, Pailleux J, Källén E, Vaughan JM, Isaksen LP, Flamant P, Wergen W, Andersson E, Schyberg H, Culoma A, Meynart R, Endemann M, Ingmann P (2005) The atmospheric dynamics mission for global wind field measurement. Bull Am Meteorol Soc 86(1):73–87
Stoffelen A, Marseille GJ, Bouttier F, Vasiljevic V, de Haan S, Cardinali C (2006) ADM-Aeolus Doppler wind lidar observation system simulation experiment. Q J R Meteorol Soc 132:1927–1947
Takayabu YN, Shige S, Tao WK, Hirota N (2010) Shallow and deep latent heating modes over tropical oceans observed with TRMM PR spectral latent heating data. J Clim 23:2030–2046
Tan D, Andersson E, Fisher M, Isaksen L (2007) Observing-system impact assessment using a data assimilation ensemble technique: application to the ADM-Aeolus wind profiling mission. Q J R Meteorol Soc 133:381–390
Tao W-K, Lang S, Simpson J, Adler R (1993) Retrieval algorithms for estimating the vertical profiles of latent heat release: their applications for TRMM. J Meteorol Soc Jpn 71:685–700
Tao W-K, Lang S, Simpson J, Olson WS, Johnson D, Ferrier B, Kummerow C, Adler R (2000) Vertical profiles of latent heat release and their retrieval in TOGA-COARE convective systems using a cloud resolving model. SSM/I and radar data. J Meteorol Soc Jpn 78:333–355
Tao W-K, Smith EA, Adler RF, Haddad ZS (2006) Retrieval of latent heating from TRMM measurements. Bull Am Meteorol Soc 87(11):1555–1571
Thorncroft CD, Nguyen H, Zhang C, Peyrillé P (2011) Annual cycle of the West African monsoon: regional circulations and associated water vapour transport. Q J R Meteorol Soc 137:129–147
Trenberth KE, Stepaniak DP, Caron JM (2000) The global monsoon as seen through the divergent atmospheric circulation. J Clim 13(22):3969–3993
Tucker S, Weimer C, Hardesty RM (2016) The Athena-OAWL Doppler wind lidar mission. In: EPJ web of conferences 27th international laser radar conference, vol 119. 01002
Velden C, Daniels J, Stettner D, Santek D, Key J, Dunion J, Holmlund K, Dengel G, Breskey W, Menzel P (2005) Recent innovations in deriving tropospheric winds from meteorological satellites. Bull Am Meteorol Soc 86(2):205–223
Wheeler MC, Hendon HH (2004) An all-season real-time multivariate MJO index: development of an index for monitoring and prediction. Mon Weather Rev 132(8):1917–1932
Wing AA, Emanuel KA (2013) Physical mechanisms controlling self-aggregation of convection in idealized numerical modeling simulations. J Adv Model Earth Syst 6:59–74
Yang S, Smith EA (1999a) Four-dimensional structure of monthly latent heating derived from SSM/I satellite measurements. J Clim 12:1016–1037
Yang S, Smith EA (1999b) Moisture budget analysis of TOGA COARE area using SSM/I-retrieved latent heating and large-scale Q2 estimates. J Atmos Ocean Technol 16:633–655
Yokoyama C, Takayabu YN (2012) Relationships between rain characteristics and environment. Part II: atmospheric disturbances associated with shallow convection over the eastern tropical Pacific. Mon Weather Rev 140:2841–2859
Zagar N (2004) Assimilation of equatorial waves by line of sight wind observations. J Atmos Sci 61:1877–1893
Zagar N, Stoffelen A, Marseille GJ, Accadia C, Schlüssel P (2008) Impact assessment of simulated Doppler wind lidars with a multivariate variational assimilation in the tropics. Mon Weather Rev 136:2443–2460
Zermeño-Díaz DM, Zhang C, Kollias P, Kalesse H (2015) The role of shallow cloud moistening in MJO and non-MJO convective events over the ARM Manus site. J Atmos Sci 72:4797–4820
Zhang C (2005) Madden–Julian oscillation. Rev Geophys 43(2):1–36
Zhang C, Hagos SM (2009) Bi-modal structure and variability of large-scale diabatic heating in the tropics. J Atmos Sci 66:3621–3640
Zhang C, McGauley M, Bond NA (2004) Shallow meridional circulation in the tropical eastern Pacific. J Clim 17(1):133–139
Zhang C, Nolan DS, Thorncroft CD, Nguyen H (2008) Shallow meridional circulations in the tropical atmosphere. J Clim 21(14):3453–3470
Zilberman NV, Roemmich DH, Gille ST (2013) The mean and the time variability of the shallow meridional overturning circulation in the tropical South Pacific Ocean. J Clim 26:4069–4087
Acknowledgements
This paper arises from the International Space Science Institute (ISSI) Workshop on Shallow clouds and water vapor, circulation and climate sensitivity. G. B. acknowledges the support of the Pacific Fund grant Pluvar and the support of H. Glavish. A. K. N. was supported by the Hans-Ertel Centre for Weather Research. This research network of universities, research institutes and the Deutscher Wetterdienst is funded by the Federal Ministry of Transport and Digital Infrastructure (BMVI). Thanks are extended to Yi Song for her help with the CSH data.
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Bellon, G., Reitebuch, O. & Naumann, A.K. Shallow Circulations: Relevance and Strategies for Satellite Observation. Surv Geophys 38, 1509–1528 (2017). https://doi.org/10.1007/s10712-017-9442-2
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DOI: https://doi.org/10.1007/s10712-017-9442-2