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The EUCLIPSE/GCSS model intercomparison study of a stratocumulus to cumulus cloud transition as observed during ASTEX. Stephan de Roode and Johan van der Dussen Delft University of Technology , Netherlands http://www.euclipse.nl/.
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The EUCLIPSE/GCSS model intercomparison study of a stratocumulus to cumulus cloud transition as observed during ASTEX Stephan de Roode and Johan van der Dussen Delft University of Technology, Netherlands http://www.euclipse.nl/
Current boundary-layer cloud model intercomparison studies for large-eddy simulation and single-column models CGILS(steady state solutions of stratocumulus and cumulus) - aim: understand cloud-climate feedback for DSST=+2K Lagrangian cloud transitions (SST increases along the trajectory) - ASTEX (aircraft) and composite cases (cloud fraction from satellite) - aim: understand and validate modeling results of cloud regime transition This talk: - Subsidence, entrainment, and cloud layer depth evolution
ASTEX transition: Large-scale divergence difficult to quantify from the ECMWF model Large-scale divergence: is it important for the stratocumulus-to-cumulus transition?
Divergence from ERA-40 (changing sign) Divergence constant (5×10-6 s-1) t = 3 hr t = 8 hr t = 20 hr t = 36 hr Mean state evolution: liquid water potential temperature t > 20 hr : boundary height differs considerably
ASTEX Lagrangian: Dutch Atmospheric Large-Eddy Simulation Results Divergence from ERA-40 (changing sign) Divergence constant (5×10-6 s-1) we (cm/s) LWP (g/m2) cloud break up for case with larger divergence
Entrainment of dry and warm air from above the inversion: cloud top height (ztop) rises cloud base height (zbase) rises Cloud deepening:
Cloud layer depth evolution qT cloud top qsat z (m) cloud base (g/kg)
Specific humidity Example: entrainment drying qT qsat cloud top rises z (m) cloud base rises (g/kg)
Example: longwave radiative cooling, saturation specific humidity decreases Randall: in some cases cloud layer depth can increase by entrainment only This presentation: consider all heat and moisture fluxes qT qsat z (m) lower cloud base height (g/kg)
Cloud base and top height evolution for a well-mixed cloud layer Entrainment warming – Cloud thinning Rad cooling – Cloud thickening Entrainment drying – Cloud thinning Moistening – Cloud thickening Cloud deepening by entrainment Drizzle – Cloud thinning Subsidence - Cloud thinning
Cloud base and top height evolution for ASTEX as a function of the entrainment rate rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 60 W/m2 DqL = 5 K , DqT = -1.1 g/kg DLW = 74 W/m2 Div = 5 x 10-6 s-1 zbase = 300 m , ztop= 600 m
Cloud base and top height evolution for ASTEX as a function of the entrainment rate rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 60 W/m2 DqL = 5 K , DqT = -1.1 g/kg DLW = 74 W/m2 Div = 5 x 10-6 s-1 zbase = 300 m , ztop= 600 m
Cloud base and top height evolution for ASTEX as a function of the entrainment rate cloud layer thickness growths for went < 1.9 cm/s
Example: DYCOMS II RF01 For went > 0.4 cm/s, cloud layer rapidly thins rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 60 W/m2 DqL = 8.5 K , DqT = -7.5 g/kg DLW = 74 W/m2 Div = 5 x 10-6 s-1 zbase = 500 m , ztop= 800 m
Steady-state cloud layer depth: equilibrium entrainment rates equilibrium entrainment rate ASTEX DYCOMS II RF01 rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 80 W/m2 DLW = 70 W/m2 Div = 5 x 10-6 s-1 zbase = 300 m , zi= 650 m
Steady-state cloud layer depth: equilibrium entrainment rates equilibrium entrainment rate entrainment rate (Nicholls and Turton, 1986) ASTEX DYCOMS II RF01 rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 80 W/m2 DLW = 70 W/m2 Div = 5 x 10-6 s-1 zbase = 300 m , zi= 650 m
Steady-state cloud layer depth: equilibrium entrainment rates equilibrium entrainment rate ASTEX DYCOMS II RF01 Cloud top height decreases (entrainment smaller than subsidence) rcp<w'qL'>zbase = 11 W/m2 , rLv<w'qT'>zbase = 80 W/m2 DLW = 70 W/m2 Div = 5 x 10-6 s-1 zbase = 500 m , zi= 800 m
Conclusions Large-scale divergence is important for the evolution of the stratocumulus cloud deck In a large part of the regime where the cloud layer depth is in a steady state the cloud top increases with time Acknowledgements The EUCLIPSE project is an international effort, funded under Framework Program 7 of the European Union NWO-NCF has sponsored the use of the Dutch Supercomputer "Huygens" Irina Sandu (MPI), Chris Bretherton (UW), and Adrian Lock (UKMO) are thanked for their help setting up the ASTEX intercomparison case