Investigating the Causes and Impacts of Convective Aggregation in a High Resolution Atmospheric GCM
Abstract
A ~50 km resolution atmospheric general circulation model (GCM) is used to investigate the impact of radiative interactions on spatial organization of convection, the model's mean state, and extreme precipitation events in the presence of realistic boundary conditions. Mechanism-denial experiments are performed in which synoptic-scale feedbacks between radiation and dynamics are suppressed by overwriting the model-generated atmospheric radiative cooling rates with its monthly varying climatological values. When synoptic-scale radiative interactions are disabled, the annual mean circulation and precipitation remain almost unchanged, however tropical convection becomes less aggregated, with an increase in cloud fraction and relative humidity in the free troposphere but a decrease in both variables in the boundary layer. Changes in cloud fraction and relative humidity in the boundary layer exhibit more sensitivity to the presence of radiative interactions than variations in the degree of aggregation. The less aggregated state is associated with a decrease in the frequency of extreme precipitation events, coincident with a decrease in the dynamical contribution to the magnitude of extreme precipitation. At regional scales, the spatial contrast in radiative cooling between dry and moist regions diminishes when radiative interactions are suppressed, reducing the upgradient transport of energy, degree of aggregation, and frequency of extrememore »
- Authors:
-
- Rosenstiel School of Marine and Atmospheric Science University of Miami Miami FL USA, Now at Program in Atmospheric and Oceanic Sciences Princeton University Princeton NJ USA, Now at NOAA/Geophysical Fluid Dynamics Laboratory Princeton NJ USA
- Rosenstiel School of Marine and Atmospheric Science University of Miami Miami FL USA
- Department of Geosciences Princeton University Princeton NJ USA, High Meadows Environmental Institute Princeton University Princeton NJ USA
- Department of Geosciences Princeton University Princeton NJ USA
- Publication Date:
- Research Org.:
- Univ. of Miami, FL (United States)
- Sponsoring Org.:
- USDOE; National Oceanic and Atmospheric Administration (NOAA)
- OSTI Identifier:
- 1829511
- Alternate Identifier(s):
- OSTI ID: 1831055; OSTI ID: 1833721; OSTI ID: 1864756
- Grant/Contract Number:
- DE‐SC0021333; SC0021333; NA18OAR4310269; NA18OAR4310418
- Resource Type:
- Published Article
- Journal Name:
- Journal of Advances in Modeling Earth Systems
- Additional Journal Information:
- Journal Name: Journal of Advances in Modeling Earth Systems Journal Volume: 13 Journal Issue: 11; Journal ID: ISSN 1942-2466
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; convective aggregation; radiative coupling; extreme precipitation; GCM
Citation Formats
Zhang, Bosong, Soden, Brian J., Vecchi, Gabriel A., and Yang, Wenchang. Investigating the Causes and Impacts of Convective Aggregation in a High Resolution Atmospheric GCM. United States: N. p., 2021.
Web. doi:10.1029/2021MS002675.
Zhang, Bosong, Soden, Brian J., Vecchi, Gabriel A., & Yang, Wenchang. Investigating the Causes and Impacts of Convective Aggregation in a High Resolution Atmospheric GCM. United States. https://doi.org/10.1029/2021MS002675
Zhang, Bosong, Soden, Brian J., Vecchi, Gabriel A., and Yang, Wenchang. Tue .
"Investigating the Causes and Impacts of Convective Aggregation in a High Resolution Atmospheric GCM". United States. https://doi.org/10.1029/2021MS002675.
@article{osti_1829511,
title = {Investigating the Causes and Impacts of Convective Aggregation in a High Resolution Atmospheric GCM},
author = {Zhang, Bosong and Soden, Brian J. and Vecchi, Gabriel A. and Yang, Wenchang},
abstractNote = {A ~50 km resolution atmospheric general circulation model (GCM) is used to investigate the impact of radiative interactions on spatial organization of convection, the model's mean state, and extreme precipitation events in the presence of realistic boundary conditions. Mechanism-denial experiments are performed in which synoptic-scale feedbacks between radiation and dynamics are suppressed by overwriting the model-generated atmospheric radiative cooling rates with its monthly varying climatological values. When synoptic-scale radiative interactions are disabled, the annual mean circulation and precipitation remain almost unchanged, however tropical convection becomes less aggregated, with an increase in cloud fraction and relative humidity in the free troposphere but a decrease in both variables in the boundary layer. Changes in cloud fraction and relative humidity in the boundary layer exhibit more sensitivity to the presence of radiative interactions than variations in the degree of aggregation. The less aggregated state is associated with a decrease in the frequency of extreme precipitation events, coincident with a decrease in the dynamical contribution to the magnitude of extreme precipitation. At regional scales, the spatial contrast in radiative cooling between dry and moist regions diminishes when radiative interactions are suppressed, reducing the upgradient transport of energy, degree of aggregation, and frequency of extreme precipitation events. However, the mean width of the tropical rain belt remains almost unaffected when radiative interactions are disabled. These results offer insights into how radiation-circulation coupling affects the spatial organization of convection, distributions of clouds and humidity, and weather extremes.},
doi = {10.1029/2021MS002675},
journal = {Journal of Advances in Modeling Earth Systems},
number = 11,
volume = 13,
place = {United States},
year = {Tue Nov 09 00:00:00 EST 2021},
month = {Tue Nov 09 00:00:00 EST 2021}
}
https://doi.org/10.1029/2021MS002675
Works referenced in this record:
What favors convective aggregation and why?: WHAT FAVORS CONVECTIVE AGGREGATION
journal, July 2015
- Muller, Caroline; Bony, Sandrine
- Geophysical Research Letters, Vol. 42, Issue 13
Relationship Between Precipitation Extremes and Convective Organization Inferred From Satellite Observations
journal, May 2020
- Semie, Addisu Gezahegn; Bony, Sandrine
- Geophysical Research Letters, Vol. 47, Issue 9
Convective Aggregation and the Amplification of Tropical Precipitation Extremes
journal, October 2020
- Dai, Ni; Soden, Brian J.
- AGU Advances, Vol. 1, Issue 4
Relationships between Water Vapor Path and Precipitation over the Tropical Oceans
journal, April 2004
- Bretherton, Christopher S.; Peters, Matthew E.; Back, Larissa E.
- Journal of Climate, Vol. 17, Issue 7
Influence of low-cloud radiative effects on tropical circulation and precipitation
journal, July 2014
- Fermepin, Solange; Bony, Sandrine
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 3
Organization of Tropical Convection in Low Vertical Wind Shears: The Role of Cold Pools
journal, July 2001
- Tompkins, Adrian M.
- Journal of the Atmospheric Sciences, Vol. 58, Issue 13
How may low‐cloud radiative properties simulated in the current climate influence low‐cloud feedbacks under global warming?
journal, October 2012
- Brient, F.; Bony, S.
- Geophysical Research Letters, Vol. 39, Issue 20
Does convective aggregation need to be represented in cumulus parameterizations?: MESOSCALE CONVECTIVE AGGREGATION
journal, October 2013
- Tobin, Isabelle; Bony, Sandrine; Holloway, Chris E.
- Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 4
Testing the Clausius–Clapeyron constraint on changes in extreme precipitation under CO2 warming
journal, August 2006
- Pall, P.; Allen, M. R.; Stone, D. A.
- Climate Dynamics, Vol. 28, Issue 4
Constraints on future changes in climate and the hydrologic cycle
journal, September 2002
- Allen, Myles R.; Ingram, William J.
- Nature, Vol. 419, Issue 6903
Self-aggregation of convection in long channel geometry: Self-Aggregation in Channel Geometry
journal, September 2015
- Wing, Allison A.; Cronin, Timothy W.
- Quarterly Journal of the Royal Meteorological Society, Vol. 142, Issue 694
Stronger zonal convective clustering associated with a wider tropical rain belt
journal, September 2019
- Popp, Max; Bony, Sandrine
- Nature Communications, Vol. 10, Issue 1
The Relationship Between Convective Clustering and Mean Tropical Climate in Aquaplanet Simulations
journal, August 2020
- Popp, Max; Lutsko, Nicholas J.; Bony, Sandrine
- Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 8
Conceptual Framework for Changes of Extremes of the Hydrological Cycle With Climate Change
book, January 1999
- Trenberth, Kevin E.
- Weather and Climate Extremes
Thermodynamic control of anvil cloud amount
journal, July 2016
- Bony, Sandrine; Stevens, Bjorn; Coppin, David
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 32
Boundary Layer Diabatic Processes, the Virtual Effect, and Convective Self‐Aggregation
journal, September 2018
- Yang, Da
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 9
Organization of tropical convection in low vertical wind shears: Role of updraft entrainment
journal, May 2017
- Tompkins, Adrian M.; Semie, Addisu G.
- Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 2
Investigating the impact of cloud-radiative feedbacks on tropical precipitation extremes
journal, March 2021
- Medeiros, Brian; Clement, Amy C.; Benedict, James J.
- npj Climate and Atmospheric Science, Vol. 4, Issue 1
Does extreme precipitation intensity depend on the emissions scenario?: SCENARIO DEPENDENCE OF EXTREME RAIN
journal, October 2015
- Pendergrass, Angeline G.; Lehner, Flavio; Sanderson, Benjamin M.
- Geophysical Research Letters, Vol. 42, Issue 20
Radiative-Convective Equilibrium with Explicit Two-Dimensional Moist Convection
journal, December 1993
- Held, Isaac M.; Hemler, Richard S.; Ramaswamy, V.
- Journal of the Atmospheric Sciences, Vol. 50, Issue 23
Observing Convective Aggregation
journal, June 2017
- Holloway, Christopher E.; Wing, Allison A.; Bony, Sandrine
- Surveys in Geophysics, Vol. 38, Issue 6
Weaker Links Between Zonal Convective Clustering and ITCZ Width in Climate Models Than in Observations
journal, November 2020
- Popp, Max; Lutsko, Nicholas J.; Bony, Sandrine
- Geophysical Research Letters, Vol. 47, Issue 22
The Seasonal Cycle of Low Stratiform Clouds
journal, August 1993
- Klein, Stephen A.; Hartmann, Dennis L.
- Journal of Climate, Vol. 6, Issue 8
Dynamic and thermodynamic changes in mean and extreme precipitation under changed climate: MEAN AND EXTREME PRECIPITATION CHANGES
journal, September 2005
- Emori, S.; Brown, S. J.
- Geophysical Research Letters, Vol. 32, Issue 17
Thermodynamic control of tropical rainfall
journal, April 2000
- Raymond, D. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 126, Issue 564
Atmospheric Warming and the Amplification of Precipitation Extremes
journal, August 2008
- Allan, Richard P.; Soden, Brian J.
- Science, Vol. 321, Issue 5895
Physical mechanisms controlling self-aggregation of convection in idealized numerical modeling simulations: SELF-AGGREGATION MECHANISMS
journal, February 2014
- Wing, Allison A.; Emanuel, Kerry A.
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 1
The link between extreme precipitation and convective organization in a warming climate: Global radiative-convective equilibrium simulations: EXTREME PRECIPITATION AND CONVECTIVE ORG
journal, November 2016
- Pendergrass, Angeline G.; Reed, Kevin A.; Medeiros, Brian
- Geophysical Research Letters, Vol. 43, Issue 21
Link between the double-Intertropical Convergence Zone problem and cloud biases over the Southern Ocean
journal, March 2013
- Hwang, Y. -T.; Frierson, D. M. W.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 13
Response of Extreme Rainfall for Landfalling Tropical Cyclones Undergoing Extratropical Transition to Projected Climate Change: Hurricane Irene (2011)
journal, March 2020
- Liu, M.; Yang, L.; Smith, J. A.
- Earth's Future, Vol. 8, Issue 3
Observed Modulation of the Tropical Radiation Budget by Deep Convective Organization and Lower‐Tropospheric Stability
journal, August 2020
- Bony, S.; Semie, A.; Kramer, R. J.
- AGU Advances, Vol. 1, Issue 3
Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003
- Rayner, N. A.
- Journal of Geophysical Research, Vol. 108, Issue D14
Observed Tightening of Tropical Ascent in Recent Decades and Linkage to Regional Precipitation Changes
journal, February 2020
- Su, Hui; Wu, Longtao; Zhai, Chengxing
- Geophysical Research Letters, Vol. 47, Issue 3
A dichotomy between model responses of tropical ascent and descent to surface warming
journal, March 2019
- Su, Hui; Zhai, Chengxing; Jiang, Jonathan H.
- npj Climate and Atmospheric Science, Vol. 2, Issue 1
Precipitation extreme changes exceeding moisture content increases in MIROC and IPCC climate models
journal, December 2009
- Sugiyama, M.; Shiogama, H.; Emori, S.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 2
Modeling Tropical Convergence Based on the Moist Static Energy Budget
journal, January 1987
- Neelin, J. David; Held, Isaac M.
- Monthly Weather Review, Vol. 115, Issue 1
Physical mechanisms controlling the initiation of convective self-aggregation in a General Circulation Model: MECHANISMS OF INITIATION OF AGGREGATION
journal, December 2015
- Coppin, David; Bony, Sandrine
- Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 4
Understanding the regional pattern of projected future changes in extreme precipitation
journal, May 2017
- Pfahl, S.; O’Gorman, P. A.; Fischer, E. M.
- Nature Climate Change, Vol. 7, Issue 6
Models of cloud-topped mixed layers under a strong inversion
journal, July 1968
- Lilly, D. K.
- Quarterly Journal of the Royal Meteorological Society, Vol. 94, Issue 401
Precipitation Extremes Under Climate Change
journal, April 2015
- O’Gorman, Paul A.
- Current Climate Change Reports, Vol. 1, Issue 2
The role of convective self‐aggregation in extreme instantaneous vs. daily precipitation
journal, December 2018
- Bao, Jiawei; Sherwood, Steven C.
- Journal of Advances in Modeling Earth Systems
Missing iris effect as a possible cause of muted hydrological change and high climate sensitivity in models
journal, April 2015
- Mauritsen, Thorsten; Stevens, Bjorn
- Nature Geoscience, Vol. 8, Issue 5
The physical basis for increases in precipitation extremes in simulations of 21st-century climate change
journal, August 2009
- O'Gorman, P. A.; Schneider, T.
- Proceedings of the National Academy of Sciences, Vol. 106, Issue 35
Clouds and Convective Self‐Aggregation in a Multimodel Ensemble of Radiative‐Convective Equilibrium Simulations
journal, September 2020
- Wing, Allison A.; Stauffer, Catherine L.; Becker, Tobias
- Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 9