Increases in tropical rainfall driven by changes in frequency of organized deep convection

Increasing global precipitation has been associated with a warming climate resulting from a strengthening of the hydrological cycle. This increase, however, is not spatially uniform. Observations and models have found that changes in rainfall show patterns characterized as ‘wet-gets-wetter’ and ‘warmer-gets-wetter’. These changes in precipitation are largely located in the tropics and hence are probably associated with convection. However, the underlying physical processes for the observed changes are not entirely clear. Here we show from observations that most of the regional increase in tropical precipitation is associated with changes in the frequency of organized deep convection. By assessing the contributions of various convective regimes to precipitation, we find that the spatial patterns of change in the frequency of organized deep convection are strongly correlated with observed change in rainfall, both positive and negative (correlation of 0.69), and can explain most of the patterns of increase in rainfall. In contrast, changes in less organized forms of deep convection or changes in precipitation within organized deep convection contribute less to changes in precipitation. Our results identify organized deep convection as the link between changes in rainfall and in the dynamics of the tropical atmosphere, thus providing a framework for obtaining a better understanding of changes in rainfall. Given the lack of a distinction between the different degrees of organization of convection in climate models, our results highlight an area of priority for future climate model development in order to achieve accurate rainfall projections in a warming climate.

[1]  William B. Rossow,et al.  Tropical climate described as a distribution of weather states indicated by distinct mesoscale cloud property mixtures , 2005 .

[2]  K. Okamoto,et al.  Rain profiling algorithm for the TRMM precipitation radar , 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

[3]  G. Tselioudis,et al.  Objective identification of cloud regimes in the Tropical Western Pacific , 2003 .

[4]  George Tselioudis,et al.  The Radiative, Cloud, and Thermodynamic Properties of the Major Tropical Western Pacific Cloud Regimes , 2005 .

[5]  Z. Handlos,et al.  Estimating Vertical Motion Profile Shape within Tropical Weather States over the Oceans , 2012 .

[6]  C. Deser,et al.  Global warming pattern formation: sea surface temperature and rainfall. , 2010 .

[7]  Y. Hong,et al.  The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales , 2007 .

[8]  W. Rossow,et al.  Tropical Precipitation Extremes , 2013 .

[9]  S. McFarlane,et al.  Radiative heating of the ISCCP upper level cloud regimes and its impact on the large‐scale tropical circulation , 2013 .

[10]  G. Tselioudis,et al.  Decadal changes in tropical convection suggest effects on stratospheric water vapor , 2010 .

[11]  W. Rossow,et al.  The cloud radiative effects of International Satellite Cloud Climatology Project weather states , 2011 .

[12]  J. Janowiak,et al.  The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) , 2003 .

[13]  Naomi Naik,et al.  Thermodynamic and Dynamic Mechanisms for Large-Scale Changes in the Hydrological Cycle in Response to Global Warming* , 2010 .

[14]  Gill Martin,et al.  Spatial Patterns of Precipitation Change in CMIP5: Why the Rich Do Not Get Richer in the Tropics , 2013 .

[15]  J. Susskind,et al.  Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations , 2001 .

[16]  R. Allan,et al.  Multisatellite observed responses of precipitation and its extremes to interannual climate variability , 2012 .

[17]  The Precipitation Characteristics of ISCCP Tropical Weather States , 2013 .

[18]  S. Xie,et al.  Patterns of the seasonal response of tropical rainfall to global warming , 2013 .

[19]  C. Jakob,et al.  On the Identification of the Large-Scale Properties of Tropical Convection Using Cloud Regimes , 2013 .

[20]  J. Chiang,et al.  Increase in the range between wet and dry season precipitation , 2013 .

[21]  Richard Neale,et al.  Parameterizing Convective Organization to Escape the Entrainment Dilemma , 2011 .

[22]  P. Ciesielski,et al.  Total Heating Characteristics of the ISCCP Tropical and Subtropical Cloud Regimes , 2013 .

[23]  J. Neelin,et al.  Evaluating the “Rich-Get-Richer” Mechanism in Tropical Precipitation Change under Global Warming , 2009 .

[24]  H. Ohfuji,et al.  High‐Pbehavior of anorthite composition and some phase relations of the CaO‐Al2O3‐SiO2 system to the lower mantle of the Earth, and their geophysical implications , 2012 .

[25]  W. Rossow,et al.  Advances in understanding clouds from ISCCP , 1999 .

[26]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[27]  B. Soden,et al.  Robust Responses of the Hydrological Cycle to Global Warming , 2006 .

[28]  J. Michael Fritsch,et al.  The global population of mesoscale convective complexes , 1997 .

[29]  P. Good,et al.  Current changes in tropical precipitation , 2010 .

[30]  C. Jakob,et al.  Precipitation and latent heating characteristics of the major tropical Western Pacific cloud regimes , 2008 .

[31]  William B. Rossow,et al.  Comparison of ISCCP and Other Cloud Amounts , 1993 .