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Title: Impacts of cloud microphysics parameterizations on simulated aerosol–cloud interactions for deep convective clouds over Houston

Journal Article · · Atmospheric Chemistry and Physics (Online)
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3];  [4]
  1. Univ. of Maryland, College Park, MD (United States); Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  3. Univ. of Maryland, College Park, MD (United States)
  4. Hebrew Univ. of Jerusalem (Israel). Inst. of Earth Sciences

Aerosol–cloud interactions remain largely uncertain with respect to predicting their impacts on weather and climate. Cloud microphysics parameterization is one of the factors leading to large uncertainty. Here, we investigate the impacts of anthropogenic aerosols on the convective intensity and precipitation of a thunderstorm occurring on 19 June 2013 over Houston with the Chemistry version of Weather Research and Forecast model (WRF-Chem) using the Morrison two-moment bulk scheme and spectral bin microphysics (SBM) scheme. We find that the SBM predicts a deep convective cloud that shows better agreement with observations in terms of reflectivity and precipitation compared with the Morrison bulk scheme that has been used in many weather and climate models. With the SBM scheme, we see a significant invigoration effect on convective intensity and precipitation by anthropogenic aerosols, mainly through enhanced condensation latent heating. Such an effect is absent with the Morrison two-moment bulk microphysics, mainly because the saturation adjustment approach for droplet condensation and evaporation calculation limits the enhancement by aerosols in (1) condensation latent heat by removing the dependence of condensation on droplets and aerosols and (2) ice-related processes because the approach leads to stronger warm rain and weaker ice processes than the explicit supersaturation approach.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830; AC02-05CH11231
OSTI ID:
1769365
Report Number(s):
PNNL-SA-152954
Journal Information:
Atmospheric Chemistry and Physics (Online), Vol. 21, Issue 4; ISSN 1680-7324
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
United States
Language:
English

References (67)

Dominant role by vertical wind shear in regulating aerosol effects on deep convective clouds journal January 2009
Flood or Drought: How Do Aerosols Affect Precipitation? journal September 2008
Effects of model resolution and parameterizations on the simulations of clouds, precipitation, and their interactions with aerosols journal January 2018
A Numerical Investigation of the Potential Effects of Aerosol-Induced Warming and Updraft Width and Slope on Updraft Intensity in Deep Convective Clouds journal February 2018
Modeling Aerosol Impacts on Convective Storms in Different Environments journal December 2010
Examination of CCN impacts on hail in a simulated supercell storm with triple-moment hail bulk microphysics journal October 2014
Fully coupled “online” chemistry within the WRF model journal December 2005
A new Building Energy Model coupled with an Urban Canopy Parameterization for urban climate simulations—part II. Validation with one dimension off-line simulations journal May 2009
Effects of aerosols on the dynamics and microphysics of squall lines simulated by spectral bin and bulk parameterization schemes journal January 2009
A New Double-Moment Microphysics Parameterization for Application in Cloud and Climate Models. Part I: Description journal June 2005
Impact of Two-Way Aerosol–Cloud Interaction and Changes in Aerosol Size Distribution on Simulated Aerosol-Induced Deep Convective Cloud Sensitivity journal April 2011
Modeling Condensation in Deep Convection journal July 2017
Aerosol‐induced mechanisms for cumulus congestus growth journal September 2015
Simulation of Effects of Atmospheric Aerosols on Deep Turbulent Convective Clouds Using a Spectral Microphysics Mixed-Phase Cumulus Cloud Model. Part I: Model Description and Possible Applications journal December 2004
Shallow Convective Cloud Field Lifetime as a Key Factor for Evaluating Aerosol Effects journal December 2018
The relationship between latent heating, vertical velocity, and precipitation processes: The impact of aerosols on precipitation in organized deep convective systems: Aerosol Impact on Organized Convection journal June 2016
Are simulated aerosol-induced effects on deep convective clouds strongly dependent on saturation adjustment? journal January 2012
A comprehensive numerical study of aerosol-cloud-precipitation interactions in marine stratocumulus journal January 2011
From aerosol-limited to invigoration of warm convective clouds journal June 2014
Comparison of Two-Moment Bulk Microphysics Schemes in Idealized Supercell Thunderstorm Simulations journal April 2011
Factors Determining the Impact of Aerosols on Surface Precipitation from Clouds: An Attempt at Classification journal June 2008
Theoretical basis for convective invigoration due to increased aerosol concentration journal January 2011
Global indirect aerosol effects: a review journal January 2005
Do Ultrafine Cloud Condensation Nuclei Invigorate Deep Convection? journal July 2020
On the robustness of aerosol effects on an idealized supercell storm simulated with a cloud system-resolving model journal January 2012
Aerosol Impacts on Mesoscale Convective Systems Forming Under Different Vertical Wind Shear Conditions journal February 2020
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
Substantial convection and precipitation enhancements by ultrafine aerosol particles journal January 2018
Modeling Supersaturation and Subgrid-Scale Mixing with Two-Moment Bulk Warm Microphysics journal March 2008
Representation of microphysical processes in cloud-resolving models: Spectral (bin) microphysics versus bulk parameterization: BIN VS BULK journal May 2015
The Fire INventory from NCAR (FINN): a high resolution global model to estimate the emissions from open burning journal January 2011
Global observations of aerosol-cloud-precipitation-climate interactions: Aerosol-cloud-climate interactions journal November 2014
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Satellite retrieval of cloud condensation nuclei concentrations by using clouds as CCN chambers journal March 2016
Untangling aerosol effects on clouds and precipitation in a buffered system journal October 2009
Coupling spectral-bin cloud microphysics with the MOSAIC aerosol model in WRF-Chem: Methodology and results for marine stratocumulus clouds: COUPLING BIN MICROPHYSICS TO WRF-CHEM journal August 2016
Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model journal January 2006
Strong present-day aerosol cooling implies a hot future journal June 2005
Supersaturation of Water Vapor in Clouds journal December 2003
Long-term impacts of aerosols on the vertical development of clouds and precipitation journal November 2011
Aerosol impacts on clouds and precipitation in eastern China: Results from bin and bulk microphysics: AEROSOL IMPACTS ON CLOUDS journal January 2012
Improving bulk microphysics parameterizations in simulations of aerosol effects: IMPROVING BULK MICROPHYSICS IN WRF journal June 2013
Model for Simulating Aerosol Interactions and Chemistry (MOSAIC) journal January 2008
Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review journal November 2000
A new lumped structure photochemical mechanism for large-scale applications journal December 1999
A Multimoment Bulk Microphysics Parameterization. Part II: A Proposed Three-Moment Closure and Scheme Description journal September 2005
Aerosol Effects on Intensity of Landfalling Hurricanes as Seen from Simulations with the WRF Model with Spectral Bin Microphysics journal February 2010
Aerosol impact on the dynamics and microphysics of deep convective clouds journal October 2005
Cloud‐resolving model intercomparison of an MC3E squall line case: Part I—Convective updrafts journal September 2017
Sensitivity of a Cloud-Resolving Model to Bulk and Explicit Bin Microphysical Schemes. Part I: Comparisons journal January 2009
The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2) journal July 2017
Effects of aerosols and relative humidity on cumulus clouds journal January 2007
Aerosol Indirect Effects on Tropical Convection Characteristics under Conditions of Radiative–Convective Equilibrium journal April 2011
Increase of cloud droplet size with aerosol optical depth: An observation and modeling study journal January 2008
A parameterization of aerosol activation 3. Sectional representation journal January 2002
Potential aerosol indirect effects on atmospheric circulation and radiative forcing through deep convection: AEROSOL-DEEP CONVECTION INTERACTIONS journal May 2012
Review of Aerosol–Cloud Interactions: Mechanisms, Significance, and Challenges journal November 2016
Implementation of a two-moment bulk microphysics scheme to the WRF model to investigate aerosol-cloud interaction journal January 2008
Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature) journal January 2006
Simulation of a supercell storm in clean and dirty atmosphere using weather research and forecast model with spectral bin microphysics journal January 2009
The Application of Best Estimate and Uncertainty Analysis Methodology to Large LOCA Power Pulse in a CANDU 6 Reactor conference January 2002
The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes journal May 1994
Supersaturation and Diffusional Droplet Growth in Liquid Clouds journal September 2013
Erroneous Attribution of Deep Convective Invigoration to Aerosol Concentration journal April 2018
A Description of the Advanced Research WRF Version 3 text January 2008
Global indirect aerosol effects: a review journal January 2004

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