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add hierarchy data visualizations #814

Closed
4 tasks done
Tracked by #392
LenkaNovak opened this issue May 23, 2024 · 2 comments · Fixed by #815
Closed
4 tasks done
Tracked by #392

add hierarchy data visualizations #814

LenkaNovak opened this issue May 23, 2024 · 2 comments · Fixed by #815

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@LenkaNovak
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LenkaNovak commented May 23, 2024

Visualization infrastructure for the paper

components

  • climate plots
  • interpolation to pressure coordinates
  • data management from a series of runs
  • implement in CI

These generate plots such as in in this issue.

Note: A lot of the choices here are hard coded for the purposes of the hierarchy paper, but perhaps something similar (especially the z to pressure conversion) could be implemented in ClimaAnalysis if it isn't already. (@Sbozzolo)

@Sbozzolo
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Sbozzolo commented May 24, 2024

Yes, most of what you have in the PR is already available, except for the conversion to pressure coordinates, which I was planning on adding when someone needed it. (That said, it would have not necessarily been easier to produce the plots you want to make with ClimaAnalysis.)

If this infrastructure is for a specific paper, maybe we can have it in a separate folder, alongside with the Manifest needed to reproduce the results? Having it here in src that this has to be updated and maintained and would not offer guarantees of reproducibility for those that wish to use the script to reproduce the paper.

@LenkaNovak
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Yess, Julia and I were just Slacking about that :-D

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