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Implementation and Evaluation of Physics‐Driven Dynamic Entrainment‐Mixing Parameterization in a Climate Model and Its Impact on Low‐Cloud Simulation

Journal Article · · Journal of Geophysical Research: Atmospheres
OSTI ID:2543091
; ; ; ; ; ; ; ; ; ; ; ; ;
Research Organization:
ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Contributing Organization:
PNNL, BNL, ANL, ORNL
OSTI ID:
2543091
Journal Information:
Journal of Geophysical Research: Atmospheres, Journal Name: Journal of Geophysical Research: Atmospheres
Country of Publication:
United States
Language:
English

References (113)

Intercomparison of the cloud water phase among global climate models: CLOUD WATER PHASE IN GCMs journal March 2014
Cloud microphysical relationships and their implication on entrainment and mixing mechanism for the stratocumulus clouds measured during the VOCALS project: CLOUD MICROPHYSICS - ENTRAINMENT, MIXING journal May 2015
A multiscale modeling framework model (superparameterized CAM5) with a higher‐order turbulence closure: Model description and low‐cloud simulations journal April 2015
Parametric behaviors of CLUBB in simulations of low clouds in the Community Atmosphere Model (CAM): PARAMETRIC BEHAVIORS OF CLUBB IN CAM journal July 2015
Scale dependence of entrainment-mixing mechanisms in cumulus clouds: Scale dependence of mixing mechanisms journal December 2014
Global climate impacts of stochastic deep convection parameterization in the NCARCAM5: CLIMATE IMPACTS OF PC SCHEME IN CAM5 journal October 2016
Stochastic convective parameterization improving the simulation of tropical precipitation variability in the NCAR CAM5: STOCHASTIC CONVECTIVE PARAMETERIZATION journal June 2016
A single ice approach using varying ice particle properties in global climate model microphysics journal September 2017
Droplet growth in warm turbulent clouds
  • Devenish, B. J.; Bartello, P.; Brenguier, J. -L.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 138, Issue 667 https://doi.org/10.1002/qj.1897
journal February 2012
Entrainment and detrainment in cumulus convection: an overview
  • de Rooy, Wim C.; Bechtold, Peter; Fröhlich, Kristina
  • Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 670 https://doi.org/10.1002/qj.1959
journal June 2012
Laboratory studies of the effects of mixing on the evolution of cloud droplet spectra journal April 1977
The influence of entrainment on the evolution of cloud droplet spectra: I. A model of inhomogeneous mixing journal July 1980
Entrainment and the droplet spectrum in cumulus clouds journal October 1982
Analytical expressions for entrainment and detrainment in cumulus convection journal January 2010
A comparative study on the growth of cloud drops by condensation using an air parcel model with and without entrainment journal January 1977
Aerosol microphysical and radiative effects on continental cloud ensembles journal January 2018
The Significant Role of Radiosonde-measured Cloud-base Height in the Estimation of Cloud Radiative Forcing journal July 2021
Calculating the Climatology and Anomalies of Surface Cloud Radiative Effect Using Cloud Property Histograms and Cloud Radiative Kernels journal January 2022
The Probability Density Function Related to Shallow Cumulus Entrainment Rate and Its Influencing Factors in a Large-Eddy Simulation journal August 2023
Diagnosis of the marine low cloud simulation in the NCAR community earth system model (CESM) and the NCEP global forecast system (GFS)-modular ocean model v4 (MOM4) coupled model journal February 2014
Calibration of a convective parameterization scheme in the WRF model and its impact on the simulation of East Asian summer monsoon precipitation journal March 2014
Estimation of convective entrainment properties from a cloud-resolving model simulation during TWP-ICE journal December 2015
Impact of Stochastic Entrainment in the NCAR CAM Deep Convection Parameterization on the Simulation of South Asian Summer Monsoon journal July 2021
The influence of complex terrain on cloud and precipitation on the foot and slope of the southeastern Tibetan Plateau journal January 2024
Improvement of cloud microphysical parameterization and its advantages in simulating precipitation along the Sichuan-Xizang Railway journal February 2024
Entrainment-mixing parameterization in shallow cumuli and effects of secondary mixing events journal January 2014
An attempt to improve Kessler-type parameterization of warm cloud microphysical conversion processes using CloudSat observations journal February 2015
Mesoscale processes of cloud formation, cloud-radiation interaction, and their modelling with explicit cloud microphysics journal October 1995
Microphysical relationships in warm clouds journal March 2001
A study on the entrainment and mixing process in the continental stratocumulus clouds measured during the RACORO campaign journal September 2017
Morphological and microphysical characteristics associated with the lifecycle of a stationary cloud cluster during the Indian Summer Monsoon: A comparative study with numerical simulations and radar observation journal January 2023
Observational study of relationships between entrainment rate, homogeneity of mixing, and cloud droplet relative dispersion journal September 2023
Summary for Policymakers book July 2023
A possible correlation between satellite-derived cloud and aerosol microphysical parameters journal April 2001
Parameterizations of INDOEX microphysical measurements and calculations of cloud susceptibility: Applications for climate studies journal November 2001
Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models journal January 2005
Global assessment of marine boundary layer cloud droplet number concentration from satellite journal January 2007
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
The GCM-Oriented CALIPSO Cloud Product (CALIPSO-GOCCP) journal January 2010
Relationships among cloud occurrence frequency, overlap, and effective thickness derived from CALIPSO and CloudSat merged cloud vertical profiles journal January 2010
Testing cloud microphysics parameterizations in NCAR CAM5 with ISDAC and M-PACE observations journal January 2011
Examination of turbulent entrainment-mixing mechanisms using a combined approach journal January 2011
Improvements of top-of-atmosphere and surface irradiance computations with CALIPSO-, CloudSat-, and MODIS-derived cloud and aerosol properties journal January 2011
Uncertainty quantification and parameter tuning in the CAM5 Zhang-McFarlane convection scheme and impact of improved convection on the global circulation and climate: PARAMETERS TUNING IN CAM5 AND ITS IMPACT journal January 2013
Exploring parameterization for turbulent entrainment-mixing processes in clouds: ENTRAINMENT-MIXING PARAMETERIZATION journal January 2013
Remote Sensing of Droplet Number Concentration in Warm Clouds: A Review of the Current State of Knowledge and Perspectives journal June 2018
Scale Dependence of Cloud Microphysical Response to Turbulent Entrainment and Mixing journal November 2018
A Cloud Top Radiative Cooling Model Coupled With CLUBB in the Community Atmosphere Model: Description and Simulation of Low Clouds journal April 2019
Strong Precipitation Suppression by Aerosols in Marine Low Clouds journal April 2020
Contrasting Scale Dependence of Entrainment‐Mixing Mechanisms in Stratocumulus Clouds journal May 2020
Parameterizations of Entrainment‐Mixing Mechanisms and Their Effects on Cloud Droplet Spectral Width Based on Numerical Simulations journal November 2020
Understanding Cloud Droplet Spectral Dispersion Effect Using Empirical and Semi‐Analytical Parameterizations in NCAR CAM5.3 journal August 2020
Between Broadening and Narrowing: How Mixing Affects the Width of the Droplet Size Distribution journal April 2023
Improving the Treatment of Subgrid Cloud Variability in Warm Rain Simulation in CESM2 journal September 2022
An Updated CLUBB PDF Closure Scheme to Improve Low Cloud Simulation in CAM6 journal December 2022
The Effects of Aerosol on Small‐Scale Cloud‐Environment Mixing: Implications for Simulating and Observing Inhomogeneous Mixing journal November 2023
Evaluation of a New Approach for Entrainment and Detrainment Rate Estimation journal July 2024
Implementation and Evaluation of Physics‐Driven Dynamic Entrainment‐Mixing Parameterization in a Climate Model and Its Impact on Low‐Cloud Simulation journal March 2025
Development of a turbulence closure model for geophysical fluid problems journal January 1982
Substantial cooling effect from aerosol-induced increase in tropical marine cloud cover journal April 2024
Aerosols enhance cloud lifetime and brightness along the stratus-to-cumulus transition journal July 2020
Cloud microphysical response to entrainment and mixing is locally inhomogeneous and globally homogeneous: Evidence from the lab journal October 2023
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
Interpretation of Cloud-Climate Feedback as Produced by 14 Atmospheric General Circulation Models journal August 1989
Aerosol-driven droplet concentrations dominate coverage and water of oceanic low-level clouds journal January 2019
Modeling Supersaturation and Subgrid-Scale Mixing with Two-Moment Bulk Warm Microphysics journal March 2008
A New Two-Moment Bulk Stratiform Cloud Microphysics Scheme in the Community Atmosphere Model, Version 3 (CAM3). Part I: Description and Numerical Tests journal August 2008
A New Two-Moment Bulk Stratiform Cloud Microphysics Scheme in the Community Atmosphere Model, Version 3 (CAM3). Part II: Single-Column and Global Results journal August 2008
A New Moist Turbulence Parameterization in the Community Atmosphere Model journal June 2009
The University of Washington Shallow Convection and Moist Turbulence Schemes and Their Impact on Climate Simulations with the Community Atmosphere Model journal June 2009
Numerical Simulation of Cloud–Clear Air Interfacial Mixing: Homogeneous versus Inhomogeneous Mixing journal August 2009
Homogeneous and Inhomogeneous Mixing in Cumulus Clouds: Dependence on Local Turbulence Structure journal December 2009
Nature versus Nurture in Shallow Convection journal May 2010
COSP: Satellite simulation software for model assessment journal August 2011
The Dynamical Core, Physical Parameterizations, and Basic Simulation Characteristics of the Atmospheric Component AM3 of the GFDL Global Coupled Model CM3 journal July 2011
The Influence of Entrainment and Mixing on the Initial Formation of Rain in a Warm Cumulus Cloud journal June 2013
Homogeneity of the Subgrid-Scale Turbulent Mixing in Large-Eddy Simulation of Shallow Convection journal September 2013
Aerosol–Stratocumulus–Radiation Interactions over the Southeast Pacific journal July 2015
Influence of Turbulent Fluctuations on Cloud Droplet Size Dispersion and Aerosol Indirect Effects journal September 2018
Entrainment and Mixing in Stratocumulus: Effects of a New Explicit Subgrid-Scale Scheme for Large-Eddy Simulations with Particle-Based Microphysics journal July 2019
Large-Eddy Simulations of Trade Wind Cumuli: Investigation of Aerosol Indirect Effects journal June 2006
Numerical Simulation of Cloud–Clear Air Interfacial Mixing: Effects on Cloud Microphysics journal December 2006
Observational Study of the Entrainment-Mixing Process in Warm Convective Clouds journal June 2007
Evaluation of Cloud Fraction Simulated by Seven SCMs against the ARM Observations at the SGP Site journal September 2014
Integrating Cloud Processes in the Community Atmosphere Model, Version 5 journal September 2014
Advanced Two-Moment Bulk Microphysics for Global Models. Part I: Off-Line Tests and Comparison with Other Schemes journal February 2015
Improved Low-Cloud Simulation from the Community Atmosphere Model with an Advanced Third-Order Turbulence Closure journal July 2015
Effects of Sea Spray on Large-Scale Climatic Features over the Southern Ocean journal July 2022
How Well Do We Understand and Evaluate Climate Change Feedback Processes? journal August 2006
Stratocumulus Clouds journal August 2012
Improving Parameterization of Entrainment Rate for Shallow Convection with Aircraft Measurements and Large-Eddy Simulation journal February 2016
Advanced Two-Moment Bulk Microphysics for Global Models. Part II: Global Model Solutions and Aerosol–Cloud Interactions journal February 2015
Indirect Impact of Atmospheric Aerosols in Idealized Simulations of Convective–Radiative Quasi Equilibrium journal September 2006
On the Relationship between Stratiform Low Cloud Cover and Lower-Tropospheric Stability journal December 2006
Effect of Convective Entrainment/Detrainment on the Simulation of the Tropical Precipitation Diurnal Cycle* journal February 2007
Broadening of droplet size distributions from entrainment and mixing in a cumulus cloud
  • Lasher-Trapp, Sonia G.; Cooper, William A.; Blyth, Alan M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 605 https://doi.org/10.1256/qj.03.199
journal January 2005
Entrainment, Mixing, and Microphysics in Trade-Wind Cumulus journal January 2008
Convective Entrainment Rate over the Tibetan Plateau and Its Adjacent Regions in the Boreal Summer Using SNPP-VIIRS journal April 2022
CERES Level 2 NEWS CCCM Aqua-FM3-MODIS-CAL-CS HDF File - Release B1 dataset January 2008
Two-moment bulk stratiform cloud microphysics in the GFDL AM3 GCM: description, evaluation, and sensitivity tests journal January 2010
Resolving both entrainment-mixing and number of activated CCN in deep convective clouds journal January 2011
On the relationship between low cloud variability and lower tropospheric stability in the Southeast Pacific journal January 2011
Microphysical process rates and global aerosol–cloud interactions journal January 2013
Comparison of ice cloud properties simulated by the Community Atmosphere Model (CAM5) with in-situ observations journal January 2014
Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison journal January 2015
Global and regional estimates of warm cloud droplet number concentration based on 13 years of AQUA-MODIS observations journal January 2017
Evaluation of aerosol and cloud properties in three climate models using MODIS observations and its corresponding COSP simulator, as well as their application in aerosol–cloud interactions journal February 2020
Comprehensive quantification of height dependence of entrainment mixing between stratiform cloud top and environment journal January 2021
Influences of an entrainment–mixing parameterization on numerical simulations of cumulus and stratocumulus clouds journal April 2022
The impact of sampling strategy on the cloud droplet number concentration estimated from satellite data journal July 2022
Impacts of the ice-particle size distribution shape parameter on climate simulations with the Community Atmosphere Model Version 6 (CAM6) journal October 2022
Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5 journal January 2012
Cloud droplet number concentration, calculated from the MODIS (Moderate resolution imaging spectroradiometer) cloud optical properties retrieval and gridded using different sampling strategies dataset January 2022

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