Block-structured adaptive meshes and reduced grids for atmospheric general circulation models

Adaptive mesh refinement techniques offer a flexible framework for future variable-resolution climate and weather models since they can focus their computational mesh on certain geographical areas or atmospheric events. Adaptive meshes can also be used to coarsen a latitude–longitude grid in polar regions. This allows for the so-called reduced grid setups. A spherical, block-structured adaptive grid technique is applied to the Lin–Rood finite-volume dynamical core for weather and climate research. This hydrostatic dynamics package is based on a conservative and monotonic finite-volume discretization in flux form with vertically floating Lagrangian layers. The adaptive dynamical core is built upon a flexible latitude–longitude computational grid and tested in two- and three-dimensional model configurations. The discussion is focused on static mesh adaptations and reduced grids. The two-dimensional shallow water setup serves as an ideal testbed and allows the use of shallow water test cases like the advection of a cosine bell, moving vortices, a steady-state flow, the Rossby–Haurwitz wave or cross-polar flows. It is shown that reduced grid configurations are viable candidates for pure advection applications but should be used moderately in nonlinear simulations. In addition, static grid adaptations can be successfully used to resolve three-dimensional baroclinic waves in the storm-track region.

[1]  J. G. Verwer,et al.  RAPPORT Spatial Discretization of the Shallow Water Equations in Spherical Geometry using Osher ’ s Scheme , 1999 .

[2]  Quentin F. Stout,et al.  Adaptive Blocks: A High Performance Data Structure , 1997, SC.

[3]  Shian‐Jiann Lin A “Vertically Lagrangian” Finite-Volume Dynamical Core for Global Models , 2004 .

[4]  René Laprise,et al.  A Semi-Implicit Semi-Lagrangian Regional Climate Model: The Canadian RCM , 1999 .

[5]  Thomas J. Dunn,et al.  A Dynamically Adapting Weather and Dispersion Model: The Operational Multiscale Environment Model with Grid Adaptivity (OMEGA) , 2000 .

[6]  P. Swarztrauber,et al.  A standard test set for numerical approximations to the shallow water equations in spherical geometry , 1992 .

[7]  Phillip Colella,et al.  Performance and scaling of locally-structured grid methods for partial differential equations - eScholarship , 2008 .

[8]  Hilary Weller,et al.  Predicting mesh density for adaptive modelling of the global atmosphere , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[9]  W. Gates,et al.  A Study of Numerical Errors in the Integration of Barotropic Flow on a Spherical Grid , 1962 .

[10]  Thomas Heinze An adaptive shallow water model on the sphere , 2009 .

[11]  J. Oliger,et al.  Adaptive grid refinement for numerical weather prediction , 1989 .

[12]  M. A. Tolstykh,et al.  Vorticity-Divergence Semi-Lagrangian Shallow-Water Model of the Sphere Based on Compact Finite Differences , 2002 .

[13]  J. R. Bates,et al.  Semi-Lagrangian Integration of a Gridpoint Shallow Water Model on the Sphere , 1989 .

[14]  C. Jablonowski,et al.  Moving Vortices on the Sphere: A Test Case for Horizontal Advection Problems , 2008 .

[15]  P. Woodward,et al.  The Piecewise Parabolic Method (PPM) for Gas Dynamical Simulations , 1984 .

[16]  Jordan G. Powers,et al.  A Description of the Advanced Research WRF Version 2 , 2005 .

[17]  Quentin F. Stout,et al.  Parallel Adaptive Blocks on a Sphere , 2001, PP.

[18]  Shian-Jiann Lin,et al.  A finite‐volume integration method for computing pressure gradient force in general vertical coordinates , 1997 .

[19]  Natalja Rakowsky,et al.  A parallel adaptive barotropic model of the atmosphere , 2007, J. Comput. Phys..

[20]  Nikolaos Nikiforakis,et al.  A Three-Dimensional, Adaptive, Godunov-Type Model for Global Atmospheric Flows , 2003 .

[21]  Shian‐Jiann Lin,et al.  Multidimensional Flux-Form Semi-Lagrangian Transport Schemes , 1996 .

[22]  P. Rasch Conservative Shape-Preserving Two-Dimensional Transport on a Spherical Reduced Grid , 1994 .

[23]  Ralph Shapiro,et al.  Smoothing, filtering, and boundary effects , 1970 .

[24]  Natalja Rakowsky,et al.  amatos: Parallel adaptive mesh generator for atmospheric and oceanic simulation , 2005 .

[25]  Application of double Fourier series to the shallow-water equations on a sphere , 2000 .

[26]  Pius Lee,et al.  Evaluation of the Operational Multiscale Environment Model with Grid Adaptivity against the European Tracer Experiment , 2001 .

[27]  Shian-Jiann Lin,et al.  An explicit flux‐form semi‐lagrangian shallow‐water model on the sphere , 1997 .

[28]  Stephen J. Thomas,et al.  A Discontinuous Galerkin Global Shallow Water Model , 2005, Monthly Weather Review.

[29]  John M. Dennis,et al.  A Comparison of Two Shallow-Water Models with Nonconforming Adaptive Grids , 2008 .

[30]  Mark A. Taylor,et al.  The Spectral Element Atmosphere Model (SEAM): High-Resolution Parallel Computation and Localized Resolution of Regional Dynamics , 2004 .

[31]  Jean Côté,et al.  Downscaling ability of one-way nested regional climate models: the Big-Brother Experiment , 2001 .

[32]  P. Swarztrauber,et al.  Fast Shallow-Water Equation Solvers in Latitude-Longitude Coordinates , 1998 .

[33]  Saulo R. M. Barros,et al.  Integration of the shallow water equations on the sphere using a vector semi-Lagrangian scheme with a multigrid solver , 1990 .

[34]  R. James Purser Accurate Numerical Differencing near a Polar Singularity of a Skipped Grid , 1988 .

[35]  Quentin F. Stout,et al.  Block-Structured Adaptive Grids on the Sphere: Advection Experiments , 2006 .

[36]  Francis X. Giraldo,et al.  A nodal triangle-based spectral element method for the shallow water equations on the sphere , 2005 .

[37]  Saulo R. M. Barros,et al.  A Global Semi-Implicit Semi-Lagrangian Shallow-Water Model on Locally Refined Grids , 2004 .

[38]  Todd D. Ringler,et al.  A multiresolution method for climate system modeling: application of spherical centroidal Voronoi tessellations , 2008 .

[39]  David L. Williamson,et al.  Accuracy of reduced-grid calculations , 2000 .

[40]  W. Skamarock,et al.  Adaptive Grid Refinement for Two-Dimensional and Three-Dimensional Nonhydrostatic Atmospheric Flow , 1993 .

[41]  Christiane Jablonowski,et al.  A baroclinic wave test case for dynamical cores of general circulation models: Model intercomparisons , 2006 .

[42]  Jan S. Hesthaven,et al.  Nodal high-order discontinuous Galerkin methods for the spherical shallow water equations , 2002 .

[43]  Yoshio Kurihara,et al.  Numerical Integration of the Primitive Equations on a Spherical Grid , 1965 .

[44]  D. Williamson,et al.  A baroclinic instability test case for atmospheric model dynamical cores , 2006 .

[45]  R. C. Oehmke,et al.  High performance dynamic array structures , 2004 .

[46]  David L. Williamson,et al.  Comparison of Grids and Difference Approximations for Numerical Weather Prediction Over a Sphere , 1973 .

[47]  Christiane Jablonowski,et al.  Adaptive grids in weather and climate modeling. , 2004 .

[48]  J. Hack,et al.  Spectral transform solutions to the shallow water test set , 1995 .

[49]  Adrian Simmons,et al.  Use of Reduced Gaussian Grids in Spectral Models , 1991 .

[50]  M. Taylor The Spectral Element Method for the Shallow Water Equations on the Sphere , 1997 .

[51]  Georgiy L. Stenchikov,et al.  A Finite-Difference GCM Dynamical Core with a Variable-Resolution Stretched Grid , 1997 .

[52]  Hilary Weller,et al.  A high‐order arbitrarily unstructured finite‐volume model of the global atmosphere: Tests solving the shallow‐water equations , 2008 .

[53]  Joke Blom,et al.  Spatial discretization of the shallow water equations in spherical geometryusing Osher's scheme , 2000 .

[54]  Frederick G. Shuman On Certain Truncation Errors Associated with Spherical Coordinates , 1970 .

[55]  A. Radhika Sarma,et al.  An Operational Multiscale Hurricane Forecasting System , 2002 .

[56]  Stephen F. McCormick,et al.  Multilevel Adaptive Methods for Semi-Implicit Solution of Shallow-Water Equations on a Sphere , 1995 .