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Need for Numerical Developments within COSMO J. Steppeler, DWD Zurich 2005. The development of LM numerics. Klemp Wilhelmson Runge Kutta Semi-Lagrangian main Competitor of RK Consideration in the medium range future: Global nh. Reasons for the success of KW.
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Need for Numerical Developments within COSMOJ. Steppeler, DWD Zurich 2005
The development of LM numerics • Klemp Wilhelmson • Runge Kutta • Semi-Lagrangian main Competitor of RK • Consideration in the medium range future: Global nh
Reasons for the success of KW • Simple robust method comparable in cost and accuracy to Euler Centred difference • Competitive methods (SL) had (and have) problems in realising the efficiency gain they achieve in hydrostatic models as no efficient 3-d Helmholtz solver has yet been found. • With continued research into SI- methods this situation need not stay the same
Grid Structure and Time Integration With Klemp Wilhelmson Method
The Runge Kutta scheme (NCAR) t+dt • RK is a two time level 3rd order in time scheme, involving substepping for fast waves • Spacial order is 3 or 5 (upstream differencing) • Approximation conditions concern vert. coordiante and phys. interface • Semi-lagrange: 2nd order in time, 3rd order in space, could be easier to achieve efficiency with large dt t
Considerations for RK • Accuracy 3rd order sufficient for practical purposes, if approximation conditions are fulfilled • Efficiency as KW • As a rather new method RK is not sufficiently investigated, in particular it would be nice to have more practical examples showing the advantages of the increased order in forecast mode
Numerical research • Tends to be long term • Even for easy to program methods development time is often conted in years • Is often associated with model reprogramming • After lack of relevant developments models tend to stop existence
Vanished model Missing Numerical research • HIRLAM NH modelling • MC2 Further development of SL • eta Problems of Z • Tapp/White NH-instabilities • In institutes as NCAR or UKMO there is a planned change of model generations
Considerations for COSMO • Approximation conditions for RK scheme: • delta h < delta z or use LM_Z • Physics interfaceanalog to what is done for Orography • Increase of the efficiency of RK: Semi implicit methods e.t.c. • More validation of RK against other methods, such as KW, SL
Saving factors of Discretisations • Finite Volumes: 1 • Baumgardner Order2: 1 • Baumgardner Order3: 1 • Great circle grids: RK, SI, SL 1 now 3 seem possible • Tiled grids: 1.5 • Serendipidity grids 3 • Unstructured • Conservation