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Assessment of the ECCO2 optimized solution in the Arctic An T. Nguyen, R. Kwok, D. Menemenlis JPL/Caltech ECCO-2 Team Meeting, MIT Sep 23-24, 2008. Outline:. Optimized solution in the Arctic Ocean: hydrography fresh water & heat content heat & volume fluxes Sea ice:
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Assessment of the ECCO2 optimized solution in the ArcticAn T. Nguyen, R. Kwok, D. MenemenlisJPL/CaltechECCO-2 Team Meeting, MIT Sep 23-24, 2008
Outline: • Optimized solution in the Arctic • Ocean: • hydrography • fresh water & heat content • heat & volume fluxes • Sea ice: • Extent summer 2007 • Velocities & fluxes • Thickness • Volume • Summary • Arctic solution total cost reduction • Greenland Sea
Regional optimized solution: • Data: • Sea-ice velocity, sea-ice thickness, CTD profiles, • Initial conditions, Forcings • Parameters: • salt-plume parameters • air / sea-ice drag coefficients • sea-ice and ocean albedos • sea-ice strength and H0 • initial conditions • freshwater content • GMredi
Sea Ice flux:Fram Strait c37: NCEP c47: c37, WOCE climatology , without specifying net shortwave radiation, bug fixes in growth.F , including Peter Winsor's new monthly Arctic Ocean runoff c55: first blend integration (c49) , more realistic initial sea-ice conditions from a PSC estimate SEAICEadvSnow=.true. , SEAICEuseFlooding=.TRUE. c62: c55, but with blend forcing and blend wind NCEP at high lat arc1: First integration of Arctic domain, open boundary, NCEP wind, c55 param greenland Passive Microwave data: 1991-2002 Annual c37 c47 c55 c62 arc1 Mean(D) -22 301 503 419 325 Std(D) 134 147 190 159 141 % 2.5 35 58 48 38 D: model – data
ULS data from submarine: 1991-2002 siberia alaska Apr Sep May Sep Apr Sep Aug Apr Apr Aug greenland Oct Arctic sea ice: too thin Mean STD Apr-May: -0.93 0.37 Aug-Sep: -0.74 0.20 Oct: -0.25 0.19 Sea ice thickness
Sea Ice thickness: ULS data at Fram Strait: 1991-2002 greenland
Dropping too fast? Positive trend 96-02 Sea ice volume Note: c37: specifying net shortwave radiation c47: remove netshortwave radiation specification and fix growth.F reduces sea-ice volume c55 & c62: starts with higher initial sea-ice thickness increases volume c57: increase dry-ice & dry-snow albedos increases ice-thickness & volume c56: increase wet-ice & wet-snow albedos higher increase in volume
Sea ice velocity • Expect: • ice velocity direction to the right of wind at ~ 25-40o • Model: • Turns to the right, but not enough • Sometimes: parallel to the wind dir • turning angles correlate with |Dvel|
Sea ice velocity %cube Oct-Dec Jan-May Mar-May 29 19.0 4.4 1.7 %NCEP? 31 20.0 12.4 10.7 %NCEP 37 19.7 12.4 10.0 %NCEP 47 20.0 10.4 2.0 %NCEP 55 20.3 9.8 1.3 %75%CORE 62 20.7 9.6 1.0 %NCEP -1 20.3 10.6 3.0 %NCEP Consistently high, essentially // to the wind dir Sensitivity experiment Velocity residuals (mm/yr) Angle difference between data and model ice vel
Summary-1: Sea Ice • Sea Ice flux: • over-estimates net ice export across Fram Strait by 40% to 60% 2. Sea ice thickness/extent/volume: • too much ice extent in winter, too little in summer • ice thickness small relative to ULS data in Arctic ocean • closer to data in Greenland sea • ice volume too small, with positive trend! • Sea ice velocity: • parallel to wind direction, consistently to the left of data • turning angles correlate with magnitude of Dvel
Arctic ocean (5): Fresh water volume: 3 4 5 1 2 Expect:~7.5x104km3 Too low
Expect: ~0.053Sv[Aagaard and Carmack, 1989] Arctic ocean : freshwater input through Bering Strait
Summary-2: Arctic ocean • Fresh water volume: Between 60,000km3 to 67,000km3 2. Fresh water input through Bering Strait: ~ 0.031Sv • Arctic domain: • SST does not drift • ETAN drifting • Ice velocity across Bering Strait: significantly larger than both c47 and c55 ice import increases by 8% to 10% (NOT SHOWN HERE)
List of things to do (04/13/07): • Fix drifts in Arctic domain • Fix vertical mixing fix ice thickness + ice vol + fresh water vol? • Jinlun’s comments: • Initial condition for ice thickness: in the wrong season? • Ice extent problem in summer: thermodynamics • Tear-drop vs. elliptical yield curves:might not solve discrepancies of vel near coast • Need to check if stresses lie on the yield curve
Arctic ice thickness PDF too thin, lacking modes