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CAM-UW update

CAM-UW update. Christopher S. Bretherton and Sungsu Park. Dept. of Atmospheric Sciences, Univ. of Washington, Seattle. Compare CAM-UW (UW moist turb+ShCu, fv2x2.5, L30) CAM-UW-nodeep (as above but no ZM) (5yr) with CAM3-fv (2x2.5L26).

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CAM-UW update

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  1. CAM-UW update Christopher S. Bretherton and Sungsu Park Dept. of Atmospheric Sciences, Univ. of Washington, Seattle

  2. Compare CAM-UW (UW moist turb+ShCu, fv2x2.5, L30) CAM-UW-nodeep (as above but no ZM) (5yr) with CAM3-fv (2x2.5L26). These runs are with CAM3.1, but we have now migrated CAM-UW to CAM3_3_45 development branch with little apparent change in climo.

  3. CAM3-fv CAM-UW CAM-UW-nodeep

  4. ERA40 CAM3 CAM-UW SE Pacific cross-section SON climo No stratofogulus in CAM3-UW

  5. CAM3-fv CAM-UW CAM-UW-nodeep

  6. CAM3-fv CAM3-UW CAM3-UW-nodeep

  7. CAM3-fv CAM-UW CAM-UW-nodeep

  8. DJF low cloud

  9. DJF SAT and surface LWCF CAM3-fv CAM-UW CAM-UW-nodeep

  10. RMS error table (all gridpoints, 4 seasons) Field Data RMSE ratio vs. CAM3.0 3.3.45fvctrl S026 S027 Sea Level Pressure ERA40 1.01 1.33 1.08 Ocean Surface Stress ERS 0.96 1.02 0.83 Surf. Air Temp (land) L-W 1.111.14 1.14 Rainfall Xie-Arkin 1.12 1.09 1.04 Trop. Land Rainfall Xie-Arkin 1.06 1.02 1.12 Net LW (TOA) CERES 1.191.20 1.00 Net SW (TOA) CERES 1.06 0.99 0.98 U (300 hPa) ERA40 0.93 1.15 0.85 T (lat-p xsect) ERA40 0.93 0.96 0.98 RH (lat-p xsect) ERA40 0.840.89 1.02 Climate Bias Index 1.02 1.08 1.00

  11. Synthesis so far • CAM-UW bias patterns are very similar to CAM3 overall, except for accentuated biases of SLP and jets. • Biases in boundary layer SWCF in trade Cu regimes are highly correlated with precipitation biases. • Removing ZM deep convection by using only the UW shallow Cu scheme for all convection has larger impact on tropical biases, improves SLP, wind stress and overall skill, though not as much as switching to the two new candidate deep convection schemes. • Excessive high latitude winter low cloud/SAT in CAM3, even worse in CAM3-UW (but see Sungsu’s talk tomorrow!), not affected by deep convection scheme.

  12. SCAM GEWEX intercomparison results • At UW and with C. Lappen of CSU, we have initiated SCAM3/SCAM-UW participation in international boundary-layer SCM/LES intercomparison studies. Here, we discuss interesting insights from: • GABLS-1 idealized stable boundary layer case: How might PBL contribute to hi-lat cloud/TS biases? • RICO precipitating shallow Cu (latest GCSS case): Exposes issues with cloud fraction, LWP, precip.

  13. GEWEX Atmospheric Boundary Layer Study (GABLS) Case 1: Idealized stable boundary layer (Beare et al, Cuxart et al 2006) - Stratified initial sounding, no moisture - Surface cooling of 0.25K/hr for 9 hrs - 8 m/s geostrophic wind, 1 cm surface roughness - Good consensus among LES simulations with Dz = 2 m. - Requires several mods to SCAM to set up. High res: ~10 m vertical resolution Low res: L30 as used in CAM-UW, grid levels at 60, 180, … m, CAM3: K-profile; diagnosed PBL depth, no Ri cutoff. CAM-UW: K(Ri) from Galperin (1988) in stable PBL, cuts off if Ri>0.19 Goals: Compare HR, LR PBL depth, surface downward heat flux.

  14. Hi-res results CAM3 – deeper PBL CAMUW – shallower PBL 9 hour q time-heights 8-9 hr mean

  15. Surface sensible heat flux: parameterization & resolution • Downward heat flux larger in CAM3 than in LES, CAM-UW. • Only slight change for both params at L30 vs. hi-res, even though there is only one grid layer within the CAMUW PBL! • Both params work respectably for this stable PBL case.

  16. GCSS-BLCWG RICO shallow cu intercomparison • VanZanten, Siebesma et al. – ongoing. • Deep, weakly capped trade Cu with some showers • Based on composite conditions for 16 Dec. 2004-5 Jan. 2005 • Metrics: - Radar rain rate ~1 mm/d. - T, q profiles should be quasisteady given forcings. - LES simulations. • SCAM results have ZM turned off to avoid spurious deep convection. B. Stevens photo

  17. SCAM RICO results 34-36 hour profiles • CAM3 –develops spurious inversion because Cu goes too deep. • CAM3 and CAM-UW both have reasonable mean rainfall rates LES

  18. Cumulus profiles LES Condensate from ShCu scheme • CAM3 shallow Cu fraction too large and top-heavy, with excess LWP and numerical oscillations. • CAMUW better overall. • LES shows rainfall highest at 2 km, not Cu base (life cycle).

  19. Summary • The UW moist turbulence and shallow Cu schemes have a modest effect on CAM climatology, despite improving single-column performance in GCSS cases. • Interactions with stratiform cloud and deep convection parameterizations have big impacts on PBL biases. • Both current CAM and CAM-UW do a respectable job on the GABLS dry stable PBL case even at L30 resolution, bracketing the LES ‘truth’. • Tomorrow Sungsu will show you a disturbing but legitimate way to reduce Arctic low cloud/TS in CAM that dwarfs effects of changing PBL scheme.

  20. A curiosity - Leads and SHF through sea ice • CAM includes a geographically and seasonally varying climatological open water fraction in sea-ice regions. • Although small, this often produces upward sensible heat flux even in the highly stable winter PBL over the Arctic Ocean, making diagnosis of PBL type ambiguous, and has a 5-10 W m-2 effect in surface energy budget.

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