Fine ABL stats

[mbkuhn]

Summary

Path laid out for this upgrade

• add input parameter to FieldPlaneAveragingFine that can limit the "finest level" to compute averages on
• replace FieldPlaneAveraging with FieldPlaneAveragingFine
• pass regression tests with "finest level" set to 0 in all of the places that used to feature FieldPlaneAveraging
• update second order, third order moment calculations to be suited to finer levels (add level masking, interpolation)
• add unit tests for second order, third order moment calculations on finer levels
• update instances with "finest level" set to 0 to use finer levels, either by default or by user input (including ABLStats)
• add new regression or unit test for new capability

Pull request type

Please check the type of change introduced:

• Bugfix
• Feature
• Code style update (formatting, renaming)
• Refactoring (no functional changes, no api changes)
• Build related changes
• Documentation content changes
• Other (please describe):

Checklist

The following is included:

• new unit-test(s)
• new regression test(s)
• documentation for new capability

This PR was tested by running:

• the unit tests
  • on GPU
  • on CPU
• the regression tests
  • on GPU
  • on CPU

Additional background

Issue Number: closes #1790, closes #1041

[mbkuhn]

something is off with the ghost cells in differences between the two implementations

[github-actions]

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