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Model Comparison and Evaluation Studies Tal Ezer (with H. Arango & A. Shchepetkin) TOMS Inaugural Meeting, NCAR, Aug. 23, 2001.

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Presentation on theme: "Model Comparison and Evaluation Studies Tal Ezer (with H. Arango & A. Shchepetkin) TOMS Inaugural Meeting, NCAR, Aug. 23, 2001."— Presentation transcript:

1 Model Comparison and Evaluation Studies Tal Ezer (with H. Arango & A. Shchepetkin) TOMS Inaugural Meeting, NCAR, Aug. 23, 2001

2 Goal: to evaluate and test new numerical elements in terrain-following ocean models. Goal: to evaluate and test new numerical elements in terrain-following ocean models. Why: to help developers in improving codes and users in selecting options and parameterizations. Why: to help developers in improving codes and users in selecting options and parameterizations. How: by comparing different schemes and parameterizations in POM and ROMS/TOMS. How: by comparing different schemes and parameterizations in POM and ROMS/TOMS. Criteria: numerical errors, accuracy, stability, compatibility between schemes, computational cost. Criteria: numerical errors, accuracy, stability, compatibility between schemes, computational cost.

3 Tested Elements Advection schemes Advection schemes Time stepping algorithms Time stepping algorithms Pressure gradient schemes Pressure gradient schemes Others Others

4 Seamount configuration test Very steep case h=4050m, w=50km s=0.36, r=14.2 moderately steep h=2700m, w=100km s=0.07, r=2.7 S=max(  H/2H) r=max(  grid=(64x64x20),  x=8km

5 Zonal flow Topography Sea surface height Topography Sea surface height -50cm 0 +50cm

6 Effect of advection scheme on model: Surface elevation anomaly ADV4- 4 th ord. cnt. ADV2- 2 nd ord. cnt. ADV3- 3rd ord. upst. POMROMS

7 Time-stepping schemes (split mode: baroclinic/internal and barotropic/external) POMROMS schemeLeap-FrogPredictor-Corrector Time-splitting filter Weights: (n-1, n, n+1) Asselin (  Adams-Moulton (-1/12, 2/3, 5/12) Internal-externalCoupling Once every internal time step Weighted, every external time step

8 Coupling of barotropic (external) and baroclinic (internal) modes in ROMS DTI  U n+1 =   a m  U m  U n+½ =  b m’  U m’ DTE weights 1<m<N, N=DTI/DTE

9 Sensitivity to internal (DTI) & external (DTE) time steps DTI DTIDTE180s360s540s720s900s1080s 8s22456790112 12s1530456075 16s22344556 20s18273645 24s15223037 26s192532 32s172228 DTE180s360s540s720s900s1080s8s22456790 12s15304560 16s11223445 20s9182736 ROMS POM UNSTABLE STABLE TDI/DTE CFL=13s

10 Computational cost for different models & parameterizations model modelfeatures CPU (ms)/ (Im*Jm*Km*n) CPU (s)/ 1 day 2 nd order cent. advection 12.521.3 2 nd order upstream adv. Lin et al. (1994) 13.2 POM 3 rd order upstream adv. Smolarkiewicz (1984) 17.1 6 th order PG (CPP) Chu & Fan (1998) 207.4 Z-lev. Interp. PG scheme Kliem & Pietrzak (1999) 40.0 2 nd order cent. Adv. 17.321.6 ROMS 4 th order cent. Adv. 19.2 3 rd order upstream adv. 20.0

11 The adjustment process in POM and ROMS: forced case (zonal flow)

12 Roms- sensitivity of adjustment proces to time step choices DTE=12s DTE=24s DTI=360s DTI=720s

13 Pressure Gradient Schemes SchemeTypeReference POM-DJ Standard Density Jacobian scheme Mellor et al. (1998) POM-CCD Combined Compact Difference scheme (6 th ) Chu & Fan (1997) ROMS-FPJ Finite-Volume Pressure Jacobian scheme Lin (1997) ROMS-DJ Weighted Density Jacobian scheme (  0) Song (1998) ROMS-WDJ Weighted Density Jacobian scheme (  0.125) Song (1998) ROMS-PJQ Pressure Jacobian scheme with Quadratic Polynomial fit Shchepetkin & McWilliams (2001) ROMS-DJC Density Jacobian scheme with Cubic Polynomial fit Shchepetkin & McWilliams (2001)

14 Structure of  V (cm/s) in ROMS for different PG schemes (medium seamount case) R-DJ (Vmax=3.7) R-WDJ (Vmax=0.3) R-FPJ (Vmax=30) R-PJQ (Vmax=0.03) R-DJC (Vmax=0.06)

15 PG errors- moderately steep seamount

16 More model elements and schemes need to be tested Boundary conditions Boundary conditions Data assimilation Data assimilation Nesting and air-sea coupling Nesting and air-sea coupling Horizontal and vertical mixing schemes Horizontal and vertical mixing schemes Generalized coordinate system: comparisons between sigma, z-level & isopycnal grids. Generalized coordinate system: comparisons between sigma, z-level & isopycnal grids.


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