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Title: Can the Impact of Aerosols on Deep Convection be Isolated from Meteorological Effects in Atmospheric Observations?

Journal Article · · Journal of the Atmospheric Sciences
 [1]
  1. Mesoscale and Microscale Meteorology Laboratory, National Center for Atmospheric Research, Boulder, Colorado

Influence of pollution on dynamics of deep convection continues to be a controversial topic. Arguably, only carefully designed numerical simulations can clearly separate the impact of aerosols from the effects of meteorological factors that affect moist convection. This paper argues that such a separation is virtually impossible using observations because of the insufficient accuracy of atmospheric measurements and the fundamental nature of the interaction between deep convection and its environment. To support this conjecture, results from numerical simulations are presented that apply modeling methodology previously developed by the author. The simulations consider small modifications, difficult to detect in observations, of the initial sounding, surface fluxes, and large-scale forcing tendencies. All these represent variations of meteorological conditions that affect deep convective dynamics independently of aerosols. The setup follows the case of daytime convective development over land based on observations during the Large-Scale Biosphere–Atmosphere (LBA) field project in Amazonia. The simulated observable macroscopic changes of convection, such as the surface precipitation and upper-tropospheric cloudiness, are similar to or larger than those resulting from changes of cloud condensation nuclei from pristine to polluted conditions studied previously using the same modeling case. Observations from Phase III of the Global Atmospheric Research Program Atlantic Tropical Experiment (GATE) are also used to support the argument concerning the impact of the large-scale forcing. In conclusion, the simulations suggest that the aerosol impacts on dynamics of deep convection cannot be isolated from meteorological effects, at least for the daytime development of unorganized deep convection considered in this study.

Research Organization:
University Corporation for Atmospheric Research, Boulder, CO (United States)
Sponsoring Organization:
USDOE Office of Science (SC); National Science Foundation (NSF)
Grant/Contract Number:
SC0016476
OSTI ID:
1468509
Alternate ID(s):
OSTI ID: 1612587
Journal Information:
Journal of the Atmospheric Sciences, Journal Name: Journal of the Atmospheric Sciences Vol. 75 Journal Issue: 10; ISSN 0022-4928
Publisher:
American Meteorological SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 19 works
Citation information provided by
Web of Science

References (39)

Untangling Microphysical Impacts on Deep Convection Applying a Novel Modeling Methodology. Part II: Double-Moment Microphysics journal September 2016
Modeling Supersaturation and Subgrid-Scale Mixing with Two-Moment Bulk Warm Microphysics journal March 2008
The impact of atmospheric aerosols on precipitation from deep organized convection: A prescribed-flow model study using double-moment bulk microphysics
  • Slawinska, Joanna; Grabowski, Wojciech W.; Morrison, Hugh
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 644 https://doi.org/10.1002/qj.450
journal October 2009
The effects of aerosols on precipitation and dimensions of subtropical clouds: a sensitivity study using a numerical cloud model journal January 2006
Future changes to the intensity and frequency of short-duration extreme rainfall: FUTURE INTENSITY OF SUB-DAILY RAINFALL journal August 2014
Modeling Condensation in Shallow Nonprecipitating Convection journal December 2015
Flood or Drought: How Do Aerosols Affect Precipitation? journal September 2008
The Weak Temperature Gradient Approximation and Balanced Tropical Moisture Waves* journal December 2001
Role of atmospheric aerosol concentration on deep convective precipitation: Cloud-resolving model simulations journal January 2007
Convective environment in pre-monsoon and monsoon conditions over the Indian subcontinent: the impact of surface forcing journal January 2018
Untangling Microphysical Impacts on Deep Convection Applying a Novel Modeling Methodology journal June 2015
Factors responsible for the vertical development of tropical oceanic cumulus convection: FACTORS FOR TROPICAL CUMULUS DEVELOPMENT journal June 2004
Observations of aerosol-induced convective invigoration in the tropical east Atlantic journal April 2014
Erroneous Attribution of Deep Convective Invigoration to Aerosol Concentration journal April 2018
Extracting Microphysical Impacts in Large-Eddy Simulations of Shallow Convection journal December 2014
Higher surface Bowen ratios ineffective at increasing updraft intensity journal December 2015
Moist Convective Scaling: Some Inferences from Three-Dimensional Cloud Ensemble Simulations journal November 1996
Sensitivity of moist convection to environmental humidity journal October 2004
Modeling Condensation in Deep Convection journal July 2017
Long-term impacts of aerosols on the vertical development of clouds and precipitation journal November 2011
A Novel Approach for Representing Ice Microphysics in Models: Description and Tests Using a Kinematic Framework journal May 2008
Explicit Simulation of Cumulus Ensembles with the GATE Phase III Data: Comparison with Observations journal December 1996
Impact of aerosols on convective clouds and precipitation: AEROSOL IMPACT ON CONVECTIVE CLOUDS journal April 2012
Simple two-dimensional kinematic framework designed to test warm rain microphysical models journal March 1998
Aerosol impact on the dynamics and microphysics of deep convective clouds journal October 2005
Cloud-system resolving model simulations of aerosol indirect effects on tropical deep convection and its thermodynamic environment journal January 2011
Daytime convective development over land: A model intercomparison based on LBA observations journal January 2006
Aerosol-cloud-precipitation effects over Germany as simulated by a convective-scale numerical weather prediction model journal January 2012
Simulation of Effects of Atmospheric Aerosols on Deep Turbulent Convective Clouds Using a Spectral Microphysics Mixed-Phase Cumulus Cloud Model. Part II: Sensitivity Study journal December 2004
Gravity Waves, Compensating Subsidence and Detrainment around Cumulus Clouds journal March 1989
Cloud-Resolving Modeling of Tropical Cloud Systems during Phase III of GATE. Part I: Two-Dimensional Experiments journal December 1996
Heavy precipitation in a changing climate: Does short-term summer precipitation increase faster? journal February 2015
Smoking Rain Clouds over the Amazon journal February 2004
The invigoration of deep convective clouds over the Atlantic: aerosol effect, meteorology or retrieval artifact? journal January 2010
Cloud-Resolving Modeling of Cloud Systems during Phase III of GATE. Part II: Effects of Resolution and the Third Spatial Dimension journal November 1998
Review of Aerosol–Cloud Interactions: Mechanisms, Significance, and Challenges journal November 2016
Comparison of Bulk and Bin Warm-Rain Microphysics Models Using a Kinematic Framework journal August 2007
Microphysical effects determine macrophysical response for aerosol impacts on deep convective clouds journal November 2013
Aerosol–Cloud Interaction in Deep Convective Clouds over the Indian Peninsula Using Spectral (Bin) Microphysics journal September 2017