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Title: Modifications to WRF's dynamical core to improve the treatment of moisture for large-eddy simulations: WRF DY-CORE MOISTURE TREATMENT

Journal Article · · Journal of Advances in Modeling Earth Systems
DOI:https://doi.org/10.1002/2015MS000532· OSTI ID:1243286
 [1];  [2];  [1];  [3];  [3];  [1];  [1];  [2];  [1];  [2];  [2]
  1. Atmospheric Science and Global Change Division, Pacific Northwest National Laboratory, Richland Wash.
  2. Brookhaven National Laboratory, Upton N. Y.
  3. National Center for Atmospheric Research, Boulder Colo.

Yamaguchi and Feingold (2012) note that the cloud fields in their Weather Research and Forecasting (WRF) large-eddy simulations (LESs) of marine stratocumulus exhibit a strong sensitivity to time stepping choices. In this study, we reproduce and analyze this sensitivity issue using two stratocumulus cases, one marine and one continental. Results show that (1) the sensitivity is associated with spurious motions near the moisture jump between the boundary layer and the free atmosphere, and (2) these spurious motions appear to arise from neglecting small variations in water vapor mixing ratio (qv) in the pressure gradient calculation in the acoustic sub­stepping portion of the integration procedure. We show that this issue is remedied in the WRF dynamical core by replacing the prognostic equation for the potential temperature θ with one for the moist potential temperature θm=θ(1+1.61qv), which allows consistent treatment of moisture in the calculation of pressure during the acoustic sub­steps. With this modification, the spurious motions and the sensitivity to the time stepping settings (i.e., the dynamic time step length and number of acoustic sub­steps) are eliminated in both of the example stratocumulus cases. This modification improves the applicability of WRF for LES applications, and possibly other models using similar dynamical core formulations, and also permits the use of longer time steps than in the original code.

Research Organization:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1243286
Report Number(s):
PNNL-SA-112067; KP1701000
Journal Information:
Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 4; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

References (45)

RACORO continental boundary layer cloud investigations: 2. Large-eddy simulations of cumulus clouds and evaluation with in situ and ground-based observations: LES OF RACORO BOUNDARY LAYER CUMULI journal June 2015
The Advanced Regional Prediction System (ARPS) - A multi-scale nonhydrostatic atmospheric simulation and prediction model. Part I: Model dynamics and verification journal December 2000
Bulk Parameterization of the Snow Field in a Cloud Model journal June 1983
Technical note: Large-eddy simulation of cloudy boundary layer with the Advanced Research WRF model: LES MODE OF THE ARW MODEL journal March 2012
Modeling Mesoscale Cellular Structures and Drizzle in Marine Stratocumulus. Part II: The Microphysics and Dynamics of the Boundary Region between Open and Closed Cells journal November 2009
Supplement to Dynamics and Chemistry of Marine Stratocumulus—DYCOMS-II journal May 2003
The ICON (ICOsahedral Non-hydrostatic) modelling framework of DWD and MPI-M: Description of the non-hydrostatic dynamical core
  • Zängl, Günther; Reinert, Daniel; Rípodas, Pilar
  • Quarterly Journal of the Royal Meteorological Society, Vol. 141, Issue 687 https://doi.org/10.1002/qj.2378
journal June 2014
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
The Naval Research Laboratory’s Coupled Ocean/Atmosphere Mesoscale Prediction System (COAMPS) journal July 1997
Marine low cloud sensitivity to an idealized climate change: The CGILS LES intercomparison: CGILS LES Intercomparison journal May 2013
Stratocumulus-capped mixed layers derived from a three-dimensional model journal June 1980
Conservative Split-Explicit Time Integration Methods for the Compressible Nonhydrostatic Equations journal August 2007
Evaluation of Modeled Stratocumulus-Capped Boundary Layer Turbulence with Shipborne Data journal November 2013
Examining Two-Way Grid Nesting for Large Eddy Simulation of the PBL Using the WRF Model journal June 2007
A comprehensive meteorological modeling system?RAMS journal January 1992
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Evaluation of Scalar Advection Schemes in the Advanced Research WRF Model Using Large-Eddy Simulations of Aerosol–Cloud Interactions journal August 2009
Impact of subgrid-scale radiative heating variability on the stratocumulus-to-trade cumulus transition in climate models: SUBGRID-SCALE RADIATION VARIABILITY journal April 2014
A Multiscale Nonhydrostatic Atmospheric Model Using Centroidal Voronoi Tesselations and C-Grid Staggering journal September 2012
CLOUDS AND MORE: ARM Climate Modeling Best Estimate Data: A New Data Product for Climate Studies journal January 2010
Evaluation of Large-Eddy Simulations via Observations of Nocturnal Marine Stratocumulus journal June 2005
Large-Eddy Simulations of a Drizzling, Stratocumulus-Topped Marine Boundary Layer journal March 2009
Modeling Mesoscale Cellular Structures and Drizzle in Marine Stratocumulus. Part I: Impact of Drizzle on the Formation and Evolution of Open Cells journal November 2009
Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers journal November 2007
Large-Eddy Simulations of a Drizzling, Stratocumulus-Topped Marine Boundary Layer journal March 2009
Stratocumulus-capped mixed layers derived from a three-dimensional model journal June 1980
RACORO continental boundary layer cloud investigations: 2. Large-eddy simulations of cumulus clouds and evaluation with in situ and ground-based observations: LES OF RACORO BOUNDARY LAYER CUMULI journal June 2015
The Naval Research Laboratory’s Coupled Ocean/Atmosphere Mesoscale Prediction System (COAMPS) journal July 1997
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Conservative Split-Explicit Time Integration Methods for the Compressible Nonhydrostatic Equations journal August 2007
Bulk Parameterization of the Snow Field in a Cloud Model journal June 1983
Examining Two-Way Grid Nesting for Large Eddy Simulation of the PBL Using the WRF Model journal June 2007
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
A comprehensive meteorological modeling system?RAMS journal January 1992
A Multiscale Nonhydrostatic Atmospheric Model Using Centroidal Voronoi Tesselations and C-Grid Staggering journal September 2012
Supplement to Dynamics and Chemistry of Marine Stratocumulus—DYCOMS-II journal May 2003
Evaluation of Large-Eddy Simulations via Observations of Nocturnal Marine Stratocumulus journal June 2005
Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers journal November 2007
Modeling Mesoscale Cellular Structures and Drizzle in Marine Stratocumulus. Part I: Impact of Drizzle on the Formation and Evolution of Open Cells journal November 2009
Modeling Mesoscale Cellular Structures and Drizzle in Marine Stratocumulus. Part II: The Microphysics and Dynamics of the Boundary Region between Open and Closed Cells journal November 2009
Evaluation of Scalar Advection Schemes in the Advanced Research WRF Model Using Large-Eddy Simulations of Aerosol–Cloud Interactions journal August 2009
Impact of subgrid-scale radiative heating variability on the stratocumulus-to-trade cumulus transition in climate models: SUBGRID-SCALE RADIATION VARIABILITY journal April 2014
CLOUDS AND MORE: ARM Climate Modeling Best Estimate Data: A New Data Product for Climate Studies journal January 2010
Technical note: Large-eddy simulation of cloudy boundary layer with the Advanced Research WRF model: LES MODE OF THE ARW MODEL journal March 2012
Evaluation of Modeled Stratocumulus-Capped Boundary Layer Turbulence with Shipborne Data journal November 2013

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The Impact of Variable Land‐Atmosphere Coupling on Convective Cloud Populations Observed During the 2016 HI‐SCALE Field Campaign journal August 2019

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