Pangolin v1.0, a conservative 2-D advection model towards large-scale parallel calculation

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Abstract

To exploit the possibilities of parallel computers, we designed a large-scale bidimensional atmospheric advection model named Pangolin. As the basis for a future chemistry-transport model, a finite-volume approach for advection was chosen to ensure mass preservation and to ease parallelization. To overcome the pole restriction on time steps for a regular latitude-longitude grid, Pangolin uses a quasi-area-preserving reduced latitude-longitude grid. The features of the regular grid are exploited to reduce the memory footprint and enable effective parallel performances. In addition, a custom domain decomposition algorithm is presented. To assess the validity of the advection scheme, its results are compared with state-of-the-art models on algebraic test cases. Finally, parallel performances are shown in terms of strong scaling and confirm the efficient scalability up to a few hundred cores.

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Praga, A., Cariolle, D., & Giraud, L. (2015). Pangolin v1.0, a conservative 2-D advection model towards large-scale parallel calculation. Geoscientific Model Development, 8(2), 205–220. https://doi.org/10.5194/gmd-8-205-2015

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