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Add cell statistics diagnostics #725

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jfrost-mo
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Zubair's Cell Stat code. I'm not sure what further work it needs, but we'll see.

Contribution checklist

Aim to have all relevant checks ticked off before merging. See the developer's guide for more detail.

  • Documentation has been updated to reflect change.
  • New code has tests, and affected old tests have been updated.
  • All tests and CI checks pass.
  • Ensured the pull request title is descriptive.
  • Conda lock files have been updated if dependencies have changed.
  • Attributed any Generative AI, such as GitHub Copilot, used in this PR.
  • Marked the PR as ready to review.

@jfrost-mo jfrost-mo added the enhancement New feature or request label Jul 2, 2024
@jfrost-mo jfrost-mo linked an issue Jul 2, 2024 that may be closed by this pull request
@jwarner8
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I have some capacity to progress this during next sprint (and remainder of this calendar year). I am familiar with Kirsty's code and have used it before, so happy to be assigned this PR (I'll probably create a new branch as it has likely fallen well behind the trunk).

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Add cell_statistics diagnostics
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