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<front>
<journal-meta>
<journal-id journal-id-type="publisher">GMD</journal-id>
<journal-title-group>
<journal-title>Geoscientific Model Development</journal-title>
<abbrev-journal-title abbrev-type="publisher">GMD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Geosci. Model Dev.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1991-9603</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/gmd-5-887-2012</article-id>
<title-group>
<article-title>A standard test case suite for two-dimensional linear transport on the sphere</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lauritzen</surname>
<given-names>P. H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Skamarock</surname>
<given-names>W. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Prather</surname>
<given-names>M. J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Taylor</surname>
<given-names>M. A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Center for Atmospheric Research, Boulder, Colorado, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Earth System Science Department, University of California, Irvine, California, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Sandia National Laboratories, Albuquerque, New Mexico, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>28</day>
<month>06</month>
<year>2012</year>
</pub-date>
<volume>5</volume>
<issue>3</issue>
<fpage>887</fpage>
<lpage>901</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 P. H. Lauritzen et al.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://gmd.copernicus.org/articles/5/887/2012/gmd-5-887-2012.html">This article is available from https://gmd.copernicus.org/articles/5/887/2012/gmd-5-887-2012.html</self-uri>
<self-uri xlink:href="https://gmd.copernicus.org/articles/5/887/2012/gmd-5-887-2012.pdf">The full text article is available as a PDF file from https://gmd.copernicus.org/articles/5/887/2012/gmd-5-887-2012.pdf</self-uri>
<abstract>
<p>It is the purpose of this paper to propose a standard test case suite for
two-dimensional transport schemes on the sphere intended to be used for model
development and facilitating scheme intercomparison. The test cases are
designed to assess important aspects of accuracy in geophysical fluid
dynamics such as numerical order of convergence, &quot;minimal&quot; resolution, the
ability of the transport scheme to preserve filaments, transport &quot;rough&quot;
distributions, and to preserve pre-existing functional relations between
species/tracers under challenging flow conditions.
&lt;br&gt;&lt;br&gt;
The experiments are designed to be easy to set up. They are specified in
terms of two analytical wind fields (one non-divergent and one divergent) and
four analytical initial conditions (varying from smooth to discontinuous).
Both conventional error norms as well as novel mixing and filament
preservation diagnostics are used that are easy to implement. The experiments
pose different challenges for the range of transport approaches from
Lagrangian to Eulerian. The mixing and filament preservation diagnostics do
not require an analytical/reference solution, which is in contrast to standard
error norms where a &quot;true&quot; solution is needed. Results using the CSLAM
(Conservative Semi-Lagrangian Multi-tracer) scheme on the cubed-sphere are
presented for reference and illustrative purposes.</p>
</abstract>
<counts><page-count count="15"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Behrens, J., Dethloff, K., Hiller, W., and Rinke, A.: Evolution of small-scale filaments in an adaptive advection model for idealized tracer transport, Mon. Weather Rev., 128, 2976–2982, 2000.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Godunov, S.&amp;nbsp;K.: A difference scheme for numerical computation of discontinuous solutions of equations in fluid dynamics, Math. Sb., 47, 271–306, also: Cornell Aero. Lab. translation, 1959.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Harris, L.&amp;nbsp;M., Lauritzen, P.&amp;nbsp;H., and Mittal, R.: A Flux-form version of the Conservative Semi-{L}agrangian Multi-tracer transport scheme ({CSLAM}) on the cubed sphere grid, J. Comput. Phys., 230, 1215–1237, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jcp.2010.11.001&quot;&gt;https://doi.org/10.1016/j.jcp.2010.11.001&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Harten, A.: On the symmetric form of systems of conservation laws with entropy, J. Comput. Phys., 49, 151–164, 1983.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Kent, J., Jablonowski, C., Whitehead, J., and Rood, R.&amp;nbsp;B.: Downscale Cascades in Tracer Transport Test-Cases: An Intercomparison of the Dynamical Cores in Community Atmosphere Model CAM5,  Geosci. Model Dev. Discuss., submitted, 2012.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Lauritzen, P.&amp;nbsp;H. and Thuburn, J.: Evaluating advection/transport schemes using scatter plots and numerical mixing diagnostics, Q. J. Roy. Meteorol. Soc., 138, 906–918, &lt;a href=&quot;http://dx.doi.org/10.1002/qj.986&quot;&gt;https://doi.org/10.1002/qj.986&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Lauritzen, P.&amp;nbsp;H., Nair, R.&amp;nbsp;D., and Ullrich, P.&amp;nbsp;A.: A conservative semi-{L}agrangian multi-tracer transport scheme ({CSLAM}) on the cubed-sphere grid, J. Comput. Phys., 229, 1401–1424, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jcp.2009.10.036&quot;&gt;https://doi.org/10.1016/j.jcp.2009.10.036&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Lauritzen, P.&amp;nbsp;H., Ullrich, P.&amp;nbsp;A., and Nair, R.&amp;nbsp;D.: Atmospheric transport schemes: desirable properties and a semi-{L}agrangian view on finite-volume discretizations, in:    {N}umerical Techniques for Global Atmospheric Models, edited by:  Lauritzen, P. H.,  {N}air, R. D., {J}ablonowski, C., and  {T}aylor, M., Lect. Notes  Comput. Sci. Eng., {S}pringer,   80,  185–250, &lt;a href=&quot;http://dx.doi.org/10.1007/978-3-642-11640-7_8&quot;&gt;https://doi.org/10.1007/978-3-642-11640-7_8&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Lauritzen, P. H., Andronova, N.,  Bosler, P. A.,  Calhoun, D.,  Enomoto, T.,  Dong, L.,  Dubey, S., Guba, O.,  Hansen, A. B., Jablonowski, C.,  Juang, H.-M. H.,  Kaas, E.,  Kent, J.,  Müller, R., Penner, J. E.,  Prather, M. J.,  Reinert, D.,  Skamarock, W. C.,  Sørensen, B.,  Taylor, M. A., Ullrich, P. A.,  and White III, J. B.: A standard test case suite for 2D linear transport on the sphere: results from 17 state-of-the-art schemes, Geosci. Model Dev. Discuss., in preparation, 2012.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">LeVeque, R.&amp;nbsp;J.: High-resolution conservative algorithms for advection in incompressible flow, SIAM J. Numer. Anal., 33, 627–665, 1996.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Levy, M.&amp;nbsp;N., Nair, R.&amp;nbsp;D., and Tufo, H.&amp;nbsp;M.: High-order {G}alerkin method for scalable global atmospheric models, Comput. Geosci., 33, 1022–1035, 2007.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Lin, S.&amp;nbsp;J. and Rood, R.&amp;nbsp;B.: Multidimensional Flux-Form Semi-{L}agrangian Transport Schemes, Mon. Weather Rev., 124, 2046–2070, 1996.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Nair, R.&amp;nbsp;D. and Jablonowski, C.: Moving Vortices on the Sphere: A Test Case for Horizontal Advection Problems, Mon. Weather Rev., 136, 699–711, 2008.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Nair, R.&amp;nbsp;D. and Lauritzen, P.&amp;nbsp;H.: A Class of Deformational Flow Test Cases for Linear Transport Problems on the Sphere, J. Comput. Phys., 229, 8868–8887, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jcp.2010.08.014&quot;&gt;https://doi.org/10.1016/j.jcp.2010.08.014&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Nair, R.&amp;nbsp;D. and Machenhauer, B.: The Mass-Conservative Cell-Integrated Semi-{L}agrangian Advection Scheme on the Sphere, Mon. Weather Rev., 130, 649–667, 2002.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Ovtchinnikov, M. and Easter, R.&amp;nbsp;C.: Nonlinear Advection Algorithms Applied to Interrelated Tracers: Errors and Implications for Modeling Aerosol-Cloud Interactions, Mon. Weather Rev., 137, 632–644, &lt;a href=&quot;http://dx.doi.org/10.1175/2008MWR2626.1&quot;&gt;https://doi.org/10.1175/2008MWR2626.1&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Prather, M.: Numerical advection by conservation of second-order moments, J. Geophys. Res., 91, 6671–6681, 1986.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Thuburn, J. and Mclntyre, M.: Numerical advection schemes, cross-isentropic random walks, and correlations between chemical species, J. Geophys. Res., 102, 6775–6797, 1997.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Ullrich, P. A., Lauritzen, P. H., and Jablonowski, C.: Some considerations for high-order &quot;incremental remap&quot;-based transport schemes: edges, reconstructions and area integration, Int. J. Numer. Meth. Fluids, in press, &lt;a href=&quot;http://dx.doi.org/10.1002/fld.3703&quot;&gt;https://doi.org/10.1002/fld.3703&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Williamson, D.&amp;nbsp;L., Drake, J.&amp;nbsp;B., Hack, J.&amp;nbsp;J., Jakob, R., and Swarztrauber, P.&amp;nbsp;N.: A Standard Test Set for Numerical Approximations to the Shallow Water Equations in Spherical Geometry, J. Comput. Phys., 102, 211–224, 1992.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Zalesak, S.&amp;nbsp;T.: Fully multidimensional flux-corrected transport algorithms for fluids, J. Comput. Phys., 31, 335–362, 1979.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Zerroukat, M., Wood, N., and Staniforth, A.: {S}{L}{I}{C}{E}: A Semi-{L}agrangian Inherently Conserving and Efficient scheme for transport problems, Q. J. R. Meteorol. Soc., 128, 2801–2820, 2002.</mixed-citation>
</ref>
</ref-list>
</back>
</article>