Add additional regional time series

[dabail10]

Description of changes:

• Please add an explanation of what your changes do and why you'd like us to include them.

• Adds Weddell and Ross Sea timeseries.
• Rearranges some subpanels
• Fixes some time axes
• Add masking for contour plots

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• Have you followed the guidelines in our Contributor's Guide?
• Have you checked to ensure there aren't other open Pull Requests for the same update/change?
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New notebook PR Additional Checklist (if these do not apply, feel free to remove this section):

• Have you hidden the code cells (#8 in Adding Notebooks Guide) in your notebook?
• Have you removed any unused parameters from your cell tagged with parameters? These can cause confusing warnings that show up as DAG build with warnings.
• Have you moved any observational data that you are using to /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CUPiD_obs_data and ensured that it follows this format within that directory: COMPONENT/analysis_datasets/RESOLUTION/PROCESSED_FIELD_TYPE?

[dabail10]

I would also like @duvivier to take a look.

[duvivier]

Three other general comments. Maybe not needed to merge this, but something we should change soon.

1. I agree with @mnlevy1981 that bringing in SIC to the contour plots and masking them that way would probably be best overall. We can discuss if we mask at 15% or at 0.01%

2. This isn't currently in the PR, but Dave can you fix the typo in the box/whisker plot labels that say Sea Ice Area when they're of sea ice volume? We can decide later if we want to change how we do the box plots as well.

3. I do think at some point it would be nice to have different colormaps for different fields. We can work on this later though.

Otherwise I think this looks good

[dabail10]

I have added the ice concentration > 0 as the mask for now in the contour and vector plots. I have also fixed the y-axis title in the box plots. I will work on color table stuff later.

https://webext.cgd.ucar.edu/BLT1850/b.e30_alpha07g.B1850C_LTso.ne30_t232_wgx3.287_ice/ice/html/infrastructure/index.html

[mnlevy1981]

I'm not sure if this is ready for review or not... the key_metrics example ran fine, but when I ran the additional_metrics example the notebook raised an Exception:

- NotebookRunner: Hemis_seaice_visual_compare_contour -> File('computed_notebook...pare_contour.ipynb') -
- /glade/work/mlevy/codes/CUPiD.daveb/nblibrary/ice/Hemis_seaice_visual_compare_contour.ipynb -

---------------------------------------------------------------------------
Exception encountered at "In [8]":
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[8], line 16
14 mask1 = ds1["aice"].isel(time=slice(-climo_nyears * 12, None))
15 mask2 = ds2["aice"].isel(time=slice(-climo_nyears * 12, None))
---> 16 plot_diff(
17     field1,
18     field2,
19     levels,
20     case_name,
21     base_case_name,
22     title,
23     "N",
24     TLAT,
25     TLON,
26     mask1,
27     mask2,
28     path_HadleyOI,
29 )

TypeError: plot_diff() takes 10 positional arguments but 12 were given

[mnlevy1981]

Oh, I wonder if I need to rebuild cupid-utils since you updated the ice modules...

[mnlevy1981]

Okay, rebuilding cupid-utils let me run both notebooks. I don't see any red flags in the code diffs, and the notebook plots all look reasonable. @dabail10 if you're happy with the state of this branch, I'll hit "merge"