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Extracting spatial spectra using coarse-graining based on implicit filters
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  • Sergey Danilov,
  • Stephan Juricke,
  • Kacper Nowak,
  • Dmitry Sidorenko,
  • Qiang Wang
Sergey Danilov
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research

Corresponding Author:[email protected]

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Stephan Juricke
Jacobs University Bremen
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Kacper Nowak
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research
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Dmitry Sidorenko
Alfred Wegener Institute for Polar and Marine Research
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Qiang Wang
Alfred Wegener Institute for Polar and Marine Research
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Abstract

Scale analysis based on coarse-graining has been proposed recently as an alternative to Fourier analysis. It requires interpolation to a regular mesh for data from unstructured-mesh models. We propose an alternative coarse-graining method which relies on implicit filters using powers of discrete Laplacians. This method can work on arbitrary (structured or unstructured) meshes and is applicable to the direct output of unstructured-mesh models. Illustrations and details are provided for discrete fields placed at vertices of triangular meshes. The placement on triangles is also briefly discussed.
26 Jul 2023Submitted to ESS Open Archive
04 Aug 2023Published in ESS Open Archive