An Alternative Bilinear Interpolation Method Between Spherical Grids

In geoscientific studies, conventional bilinear interpolation has been widely used for remapping between logically rectangular grids on the surface of a sphere. Recently, various spherical grid systems including geodesic grids have been suggested to tackle the singularity problem caused by the tradi...

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Veröffentlicht in:Atmosphere 2019-03, Vol.10 (3), p.123
Hauptverfasser: Kim, Ki-Hwan, Shim, Pyoung-Seop, Shin, Seoleun
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Sprache:eng
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Zusammenfassung:In geoscientific studies, conventional bilinear interpolation has been widely used for remapping between logically rectangular grids on the surface of a sphere. Recently, various spherical grid systems including geodesic grids have been suggested to tackle the singularity problem caused by the traditional latitude–longitude grid. We suggest an alternative to pre-existing bilinear interpolation methods for remapping between any spherical grids, even for randomly distributed points on a sphere. This method supports any geometrical configuration of four source points neighboring a target point for interpolation, and provides remapping accuracy equivalent to the conventional bilinear method. In addition, for efficient search of neighboring source points, we use the linked-cell mapping method with a cubed-sphere as a reference frame. As a result, the computational cost is proportional to NlogN instead of N 2 (N being the number of grid points), even for the remapping of randomly distributed points on a sphere.
ISSN:2073-4433
2073-4433
DOI:10.3390/atmos10030123