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NRL POST Stratocumulus Cloud Modeling Efforts

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Presentation on theme: "NRL POST Stratocumulus Cloud Modeling Efforts"— Presentation transcript:

1 NRL POST Stratocumulus Cloud Modeling Efforts
Shouping Wang, William Thompson, Tracy Hack and Yi Jin Research issues Wind shear impact on the entrainment and cloud structure Stratocumulus diurnal variation in Monterey Bay area Evaluation and improvement of stratocumulus simulation of COAMPS Evaluation of thermodynamic fluxes in stratocumulus Approaches COAMPS-LES and COAMPS mesoscale modeling Data analysis and comparison with model output COAMPS real time forecast Close collaboration with other PIs.

2 Stratocumulus-topped Marine Boundary Layer
Surface heat, moisture, and momentum fluxes Height 0 m Long wave cooling Entrainment Subsidence Wind Shear Drizzle Short wave heating zi Sea Spray/aerosols Turbulence

3 Vertical Profiles of Thermodynamic Fluxes In a
Stratocumulus-topped, Entraining Boundary Layer D A B 100 200 300 400 500 600 700 800 900 1000 -.050 0.0 .050 -.025 .025 12 h forecast profiles of buoyancy flux components for point2. C D B Height (m) C A is the total water flux B is the liquid water flux C is the liquid water potential temperature flux A, B, and C sum to D (the buoyancy flux

4 The Wind Shear Impact on the Entrainment and Cloud Structure
Aircraft observations on 8 July 1999 in Monterey Bay area in DECS (from Qing Wang) Temperature Total water mixing ratio Cloud Water Strong wind shear exists at the top of clouds due to topography and land-sea contrast What is the effect of the intense wind shear on the entrainment? How does the wind shear affect the inversion structure? what is the response of turbulence and cloud structure to the wind shear?

5 The Wind Shear Impact on the Entrainment and Cloud Structure
j k l i Buoyancy Production (m2 s-3) Shear Production (m2 s-3) Radiative Heating (K h-1) Qc (g kg-1) Theta-L (K) Qt (g kg-1) U (m s-1) V (m s-1) e f g h COAMPS-LES Simulation X=30m; Z=5-20m Strong Shear Weak Shear No Shear High-Resolution X=10m; Z=5m Strong Shear The intense wind shear enhances the TKE buoyancy consumption, decreases the liquid water content, and reduces the radiative cooling near the cloud top.

6 Wind Shear Impact on the Entrainment and Cloud Structure
Wind shear across the inversion significantly change the inversion layer characteristics No Shear Weak Shear Strong Shear COAMPS-LES Simulations: Inversion top Inversion base Cloud top Inversion top and base are defined by Cloud-top is defined by the level of the highest cloudy grid point. The entrainment mixing is enhanced by the wind shear; A separation between the cloud top and inversion top is produced; This separation layer thickness is proportional to the intensity of the wind shear. Data need: soundings, entrainment zone, surface and cloud layer turbulence and cloud microphysics.

7 07Z29-07Z30 7:00 AM Jul 29 – 7:00 AM Jul 30, 2007 (PDT) Diurnal Variation Monterey Bay Salinas Valley

8 Bay Area Averaged Potential Temperature and Liquid Water
Diurnal Variation of Stratocumulus in Monterey Bay: COAMPS Simulation Bay Area Averaged Potential Temperature and Liquid Water Bay Area Averaged Vertical Motion Diurnal Variation The cloud diurnal variation is caused by the diurnal change in mesoscale vertical motion, which is produced by the topography and the land surface diurnal heating. Data need: Soundings (above and within PBL), surface and cloud layer turbulence and cloud microphysics during day and night if possible.

9 Evaluation and Improvement of COAMPS Stratocumulus Simulation
Focus  Entrainment, PBL height, cloud water, mesoscale variability. Data need: Soundings (above and within PBL), surface and cloud layer turbulence and cloud microphysics Turbulent fluxes, variances at various levels Liquid water content, droplet number concentration, drizzle rate, SST, LW and SW fluxes COAMPS real time forecast (James Doyle) originally performed for AOSN (Adaptive Ocean Sampling Network) field campaign in the vicinity of Monterey Bay; now supported by CeNCOOS ( can be used for POST field program; has three grids (27, 9, 3km) and 40 levels; produces 48 hours forecast output presented in a NRL website Diurnal Variation

10 COAMPS AOSN Real-Time Forecast
Liquid water mixing ratio Topography and Vertical Cross Sections 10 m Wind Vectors Grid 3 (3km) output are shown Surface, 3D fields and cross section Meteograms from 12 locations


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