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Add functionality to calculate and plot mean and rolling mean of spectra#2245

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Carol Halliwell (cehalliwell) wants to merge 5 commits into
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215_regional_power_spectra_new_operator_DCT_aggregate
Draft

Add functionality to calculate and plot mean and rolling mean of spectra#2245
Carol Halliwell (cehalliwell) wants to merge 5 commits into
mainfrom
215_regional_power_spectra_new_operator_DCT_aggregate

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@cehalliwell

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Solves Issue #1871 - allowing calculation and plotting of mean spectra.
Following on from PR #1872 which set up the framework to allow means to be calculated.

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.
  • Ensure rose-suite.conf.example has been updated if new diagnostic added.
  • Attributed any Generative AI, such as GitHub Copilot, used in this PR.
  • Marked the PR as ready to review.

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Total coverage: 91% (HTML report)
Name                                                              Stmts   Miss Branch BrPart  Cover
---------------------------------------------------------------------------------------------------
src/CSET/__init__.py                                                 93      2     12      0    98%
src/CSET/_common.py                                                 149      0     52      0   100%
src/CSET/cset_workflow/app/fetch_fcst/bin/fetch_data.py             115     27     24      0    79%
src/CSET/cset_workflow/app/finish_website/bin/finish_website.py      70      0      4      0   100%
src/CSET/cset_workflow/app/parbake_recipes/bin/parbake.py            29      0      8      0   100%
src/CSET/cset_workflow/app/send_email/bin/send_email.py              25      0      4      0   100%
src/CSET/cset_workflow/lib/python/jinja_utils.py                     17      0      6      0   100%
src/CSET/extract_workflow.py                                         47      0     16      0   100%
src/CSET/graph.py                                                    43      0     14      0   100%
src/CSET/operators/__init__.py                                       89      0     26      0   100%
src/CSET/operators/_atmospheric_constants.py                          9      0      0      0   100%
src/CSET/operators/_colormaps.py                                    229      4     62      4    97%
src/CSET/operators/_stash_to_lfric.py                                 3      0      0      0   100%
src/CSET/operators/_utils.py                                        183      8     74      6    95%
src/CSET/operators/ageofair.py                                      141      7     64      5    94%
src/CSET/operators/aggregate.py                                      88      5     30      5    92%
src/CSET/operators/aviation.py                                       60      0     18      0   100%
src/CSET/operators/collapse.py                                      164     20     80      6    85%
src/CSET/operators/constraints.py                                   107      7     46      2    93%
src/CSET/operators/convection.py                                     37      4     10      2    87%
src/CSET/operators/ensembles.py                                      27      0     14      0   100%
src/CSET/operators/feature.py                                        41      0     10      0   100%
src/CSET/operators/filters.py                                        66      2     30      0    98%
src/CSET/operators/humidity.py                                      139      0     56      0   100%
src/CSET/operators/imageprocessing.py                                56      0     16      0   100%
src/CSET/operators/mesoscale.py                                      17      0      2      0   100%
src/CSET/operators/misc.py                                          146      0     54      1    99%
src/CSET/operators/plot.py                                          931    169    318     59    78%
src/CSET/operators/power_spectrum.py                                 97      3     30      3    95%
src/CSET/operators/precipitation.py                                  93      0     50      0   100%
src/CSET/operators/pressure.py                                       41      0     12      0   100%
src/CSET/operators/read.py                                          409     38    178     14    89%
src/CSET/operators/regrid.py                                        122     18     64      1    83%
src/CSET/operators/scoreswrappers.py                                 47      6     12      3    85%
src/CSET/operators/temperature.py                                   121      0     32      0   100%
src/CSET/operators/transect.py                                       62      0     24      0   100%
src/CSET/operators/wind.py                                           45      3     10      2    91%
src/CSET/operators/write.py                                          15      0      6      0   100%
src/CSET/recipes/__init__.py                                        101      0     28      0   100%
---------------------------------------------------------------------------------------------------
TOTAL                                                              4274    323   1496    113    91%

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