Journal cover Journal topic
Geoscientific Model Development An interactive open-access journal of the European Geosciences Union
Geosci. Model Dev., 7, 105-145, 2014
https://doi.org/10.5194/gmd-7-105-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
Methods for assessment of models
14 Jan 2014
A standard test case suite for two-dimensional linear transport on the sphere: results from a collection of state-of-the-art schemes
P. H. Lauritzen1, P. A. Ullrich11, C. Jablonowski2, P. A. Bosler2, D. Calhoun3, A. J. Conley1, T. Enomoto4, L. Dong5, S. Dubey6, O. Guba7, A. B. Hansen14, E. Kaas8, J. Kent2, J.-F. Lamarque1, M. J. Prather9, D. Reinert10, V. V. Shashkin12,13, W. C. Skamarock1, B. Sørensen9, M. A. Taylor7, and M. A. Tolstykh12,13 1National Center for Atmospheric Research, Boulder, Colorado, USA
2University of Michigan, Department of Atmospheric, Oceanic and Space Sciences, Ann Arbor, Michigan, USA
3Boise State University, Boise, Idaho, USA
4Disaster Prevention Research Institute, Kyoto University, Uji, Kyoto, Japan
5State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China
6Laboratoire de Météorologie Dynamique, Paris, France
7Sandia National Laboratories, Albuquerque, New Mexico, USA
8Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
9Earth System Science Department, University of California, Irvine, California, USA
10Deutscher Wetterdienst, Offenbach, Germany
11University of California at Davis, Davis, California, USA
12Institute of Numerical Mathematics, RAS, Moscow, Russia
13Hydrometcentre of Russia, Moscow, Russia
14National Institute of Water and Atmospheric Research, Lauder, New Zealand
Abstract. Recently, a standard test case suite for 2-D linear transport on the sphere was proposed to assess important aspects of accuracy in geophysical fluid dynamics with a "minimal" set of idealized model configurations/runs/diagnostics. Here we present results from 19 state-of-the-art transport scheme formulations based on finite-difference/finite-volume methods as well as emerging (in the context of atmospheric/oceanographic sciences) Galerkin methods. Discretization grids range from traditional regular latitude–longitude grids to more isotropic domain discretizations such as icosahedral and cubed-sphere tessellations of the sphere. The schemes are evaluated using a wide range of diagnostics in idealized flow environments. Accuracy is assessed in single- and two-tracer configurations using conventional error norms as well as novel diagnostics designed for climate and climate–chemistry applications. In addition, algorithmic considerations that may be important for computational efficiency are reported on. The latter is inevitably computing platform dependent.

The ensemble of results from a wide variety of schemes presented here helps shed light on the ability of the test case suite diagnostics and flow settings to discriminate between algorithms and provide insights into accuracy in the context of global atmospheric/ocean modeling. A library of benchmark results is provided to facilitate scheme intercomparison and model development. Simple software and data sets are made available to facilitate the process of model evaluation and scheme intercomparison.


Citation: Lauritzen, P. H., Ullrich, P. A., Jablonowski, C., Bosler, P. A., Calhoun, D., Conley, A. J., Enomoto, T., Dong, L., Dubey, S., Guba, O., Hansen, A. B., Kaas, E., Kent, J., Lamarque, J.-F., Prather, M. J., Reinert, D., Shashkin, V. V., Skamarock, W. C., Sørensen, B., Taylor, M. A., and Tolstykh, M. A.: A standard test case suite for two-dimensional linear transport on the sphere: results from a collection of state-of-the-art schemes, Geosci. Model Dev., 7, 105-145, https://doi.org/10.5194/gmd-7-105-2014, 2014.
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