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Enhance Pair-Stat to support IODA and Python inputs and support temporal filtering #3059

@JohnHalleyGotway

Description

@JohnHalleyGotway

Describe the Enhancement

#3006 added the initial version of the Pair-Stat tool for the MET-12.1.0-beta1 release. This issue is to extend the functionality of Pair-Stat as described below:

  • Add support for the -format ioda command line option along with a unit test to demonstrate.
  • Track metadata from IODA inputs to populate the output STAT header columns well.
  • Add configuration option(s) to filter input pair data by time.
  • Add support for attaching climo_mean/climo_stdev to the pairs.
  • Add support for the -format python command line option along with a unit test to demonstrate.
  • Complete the documentation for this new tool.
  • Refine the way spatial masking is handled.
    • Currently, all grid and poly masks are mapped to a global 1/10 degree grid, but leads to inconsistent application of masking regions at the edges. Instead, let the grid vary for each masking region.
    • NOTE: This item was not completed for this issue but could be done as future work.

Time Estimate

~ 1 week?

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None needed.

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Funding Source

Per @DanielAdriaansen, charge up to 20 hours to NRL METPLUS 7730022 by Friday, 28 March 2025.

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