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Title: Changing Characteristics of Tropical Extreme Precipitation–Cloud Regimes in Warmer Climates

Journal Article · · Atmosphere (Basel)

In this study, we investigated the changing characteristics of climatic scale (monthly) tropical extreme precipitation in warming climates using the Energy Exascale Earth System Model (E3SM). The results are from Atmospheric Model Intercomparison Project (AMIP)-type simulations driven by (a) a control experiment with the present-day sea surface temperature (SST) and CO2 concentration, (b) P4K, the same as in (a) but with a uniform increase of 4K in the SST globally, and (c) the same as in (a), but with an imposed SST and CO2 concentration from the outputs of the coupled E3SM forced by a 4xCO2 concentration. We found that as the surface warmed under P4K and 4xCO2, both convective and stratiform rain increased. Importantly, there was an increasing fractional contribution of stratiform rain as a function of the precipitation intensity, with the most extreme but rare events occurring preferentially over land more than the ocean, and more so under 4xCO2 than P4K. Extreme precipitation was facilitated by increased precipitation efficiency, reflecting accelerated rates of recycling of precipitation cloud water (both liquid and ice phases) in regions with colder anvil cloud tops. Changes in the vertical profiles of clouds, condensation heating, and vertical motions indicate increasing precipitation–cloud–circulation organization from the control and P4K to 4xCO2. The results suggest that large-scale ocean warming, that is, P4K, was the primary cause contributing to an organization structure resembling the well-known mesoscale convective system (MCS), with increased extreme precipitation on shorter (hourly to daily) time scales. Additional 4xCO2 atmospheric radiative heating and dynamically consistent anomalous SST further amplified the MCS organization under P4K. Analyses of the surface moist static energy distribution show that increases in the surface moisture (temperature) under P4K and 4xCO2 was the key driver leading to enhanced convective instability over tropical ocean (land). However, a fast and large increase in the land surface temperature and lack of available local moisture resulted in a strong reduction in the land surface relative humidity, reflecting severe drying and enhanced convective inhibition (CIN). It is argued that very extreme and rare “record-breaking” precipitation events found over land under P4K, and more so under 4xCO2, are likely due to the delayed onset of deep convection, that is, the longer the suppression of deep convection by CIN, the more severe the extreme precipitation when it eventually occurs, due to the release of a large amount of stored surplus convective available potential energy in the lower troposphere during prolonged CIN.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Aeronautics and Space Administration (NASA)
Grant/Contract Number:
AC05-76RL01830; 300426-00001; 80NSSC21K1800
OSTI ID:
2221917
Report Number(s):
PNNL-SA-192667
Journal Information:
Atmosphere (Basel), Vol. 14, Issue 6; ISSN 2073-4433
Publisher:
MDPICopyright Statement
Country of Publication:
United States
Language:
English

References (79)

The formation, character and changing nature of mesoscale convective systems journal June 2020
Detecting climate signals in precipitation extremes from TRMM (1998-2013)-Increasing contrast between wet and dry extremes during the “global warming hiatus”: INCREASING WET AND DRY CONTRASTS journal February 2016
The vertical distribution of cloud feedback in coupled ocean-atmosphere models: VERTICAL DISTRIBUTION OF CLOUD FEEDBACK journal June 2011
Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models journal January 2005
Response of Tropical Precipitation to Global Warming journal January 2011
Impact of a New Cloud Microphysics Parameterization on the Simulations of Mesoscale Convective Systems in E3SM journal November 2021
Increases in tropical rainfall driven by changes in frequency of organized deep convection journal March 2015
Sensitivity of Precipitation Accumulation in Elevated Convective Systems to Small Changes in Low-Level Moisture journal June 2015
The radiative impact of clouds on the shift of the Intertropical Convergence Zone journal June 2014
Analyses of Global Monthly Precipitation Using Gauge Observations, Satellite Estimates, and Numerical Model Predictions journal April 1996
Convective and stratiform components of the precipitation-moisture relationship: PRECIPITATION AND COLUMN MOISTURE journal December 2015
Cloud Feedbacks in the Climate System: A Critical Review journal January 2005
Observed structure of mesoscale convective systems and implications for large-scale heating journal April 1989
Extreme precipitation in the tropics is closely associated with long-lived convective systems journal September 2020
An Overview of CMIP5 and the Experiment Design journal April 2012
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
Processes Responsible for Cloud Feedback journal October 2016
Circulation response to warming shaped by radiative changes of clouds and water vapour journal January 2015
The global population of mesoscale convective complexes journal January 1997
Advanced Two-Moment Bulk Microphysics for Global Models. Part II: Global Model Solutions and Aerosol–Cloud Interactions journal February 2015
Evaluating Global Streamflow Simulations by a Physically Based Routing Model Coupled with the Community Land Model journal April 2015
Land–atmosphere feedbacks amplify aridity increase over land under global warming journal May 2016
Mesoscale convective systems journal January 2004
Tropical Precipitation Extremes journal February 2013
Precipitation–Radiation–Circulation Feedback Processes Associated with Structural Changes of the ITCZ in a Warming Climate during 1980–2014: An Observational Portrayal journal October 2020
Relating Convective and Stratiform Rain to Latent Heating journal April 2010
Tightening of tropical ascent and high clouds key to precipitation change in a warmer climate journal June 2017
Thermodynamic control of anvil cloud amount journal July 2016
Evaluating the “Rich-Get-Richer” Mechanism in Tropical Precipitation Change under Global Warming journal April 2009
100 Years of Research on Mesoscale Convective Systems journal January 2018
Increase in Precipitation Efficiency With Surface Warming in Radiative‐Convective Equilibrium journal November 2018
Convective Precipitation Efficiency Observed in the Tropics journal November 2019
A Physically Based Runoff Routing Model for Land Surface and Earth System Models journal June 2013
Precipitation efficiency constraint on climate change journal July 2022
Global Warming Pattern Formation: Sea Surface Temperature and Rainfall journal February 2010
Clouds, circulation and climate sensitivity journal March 2015
Insights from a refined decomposition of cloud feedbacks: REFINED CLOUD FEEDBACK DECOMPOSITION journal September 2016
Robust Hadley Circulation changes and increasing global dryness due to CO 2 warming from CMIP5 model projections journal February 2015
Emergent Constraints for Cloud Feedbacks journal October 2015
Mechanisms of Global Warming Impacts on Regional Tropical Precipitation* journal July 2004
Estimation of Oceanic Precipitation Efficiency in Cloud Models journal December 2005
The Role of Convective Gustiness in Reducing Seasonal Precipitation Biases in the Tropical West Pacific journal April 2018
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I) journal January 1999
Description and evaluation of a new four-mode version of the Modal Aerosol Module (MAM4) within version 5.3 of the Community Atmosphere Model journal January 2016
Sea Surface Temperature and Large-Scale Circulation Influences on Tropical Greenhouse Effect and Cloud Radiative Forcing journal August 1997
Organization and Environmental Properties of Extreme-Rain-Producing Mesoscale Convective Systems journal April 2005
Shifting the diurnal cycle of parameterized deep convection over land: DIURNAL CYCLE OF CONVECTION journal April 2009
On the Definition of Precipitation Efficiency journal December 2007
Precipitation Efficiency and its Role in Cloud-Radiative Feedbacks to Climate Variability journal January 2020
The Global Precipitation Climatology Project (GPCP) Monthly Analysis (New Version 2.3) and a Review of 2017 Global Precipitation journal April 2018
Warmer-get-wetter or wet-get-wetter? A criterion to classify oceanic precipitation journal July 2014
Understanding Decreases in Land Relative Humidity with Global Warming: Conceptual Model and GCM Simulations journal December 2016
Warm rain processes over tropical oceans and climate implications: WARM RAIN PROCESSES OVER TROPICAL OCEANS journal December 2003
Clouds, radiation, and atmospheric circulation in the present‐day climate and under climate change journal November 2020
The Changing Character of Precipitation journal September 2003
Patterns of the seasonal response of tropical rainfall to global warming journal April 2013
Weakening and strengthening structures in the Hadley Circulation change under global warming and implications for cloud response and climate sensitivity: Circulation, Clouds, Climate Sensitivity journal May 2014
Advances in understanding large‐scale responses of the water cycle to climate change journal April 2020
Relationships between global precipitation and surface temperature on interannual and longer timescales (1979–2006) journal January 2008
Increased Risk of Extreme Precipitation Over an Urban Agglomeration With Future Global Warming journal June 2022
The Goddard Cumulus Ensemble model (GCE): Improvements and applications for studying precipitation processes journal June 2014
On the Use of Cloud Forcing to Estimate Cloud Feedback journal October 2004
Changes in Convective Available Potential Energy and Convective Inhibition under Global Warming journal March 2020
Structural changes and variability of the ITCZ induced by radiation–cloud–convection–circulation interactions: inferences from the Goddard Multi-scale Modeling Framework (GMMF) experiments journal October 2019
Cloud feedback mechanisms and their representation in global climate models: Cloud feedback mechanisms and their representation in GCMs journal May 2017
Trends in surface equivalent potential temperature: A more comprehensive metric for global warming and weather extremes journal January 2022
Slowdown of the Walker circulation driven by tropical Indo-Pacific warming journal November 2012
Relative roles of differential SST warming, uniform SST warming and land surface warming in determining the Walker circulation changes under global warming journal April 2016
Tropical drying trends in global warming models and observations journal April 2006
The Role of Large-Scale Atmospheric Circulation in the Relationship between Tropical Convection and Sea Surface Temperature journal March 1997
Parametric Sensitivity and Uncertainty Quantification in the Version 1 of E3SM Atmosphere Model Based on Short Perturbed Parameter Ensemble Simulations journal December 2018
Sensitivity of tropical precipitation extremes to climate change journal September 2012
Precipitation Extremes Under Climate Change journal April 2015
Detecting trends in tropical rainfall characteristics, 1979–2003 journal January 2007
The global distribution of largest, deepest, and most intense precipitation systems: LARGEST, DEEPEST AND STRONGEST STORMS journal May 2015
The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6 journal January 2017
Understanding the Atmospheric Temperature Adjustment to CO2 Perturbation at the Process Level journal February 2020
Long-Lived Mesoscale Convective Systems over Eastern South Africa journal August 2021
River Regulation Alleviates the Impacts of Climate Change on U.S. Thermoelectricity Production journal February 2020