warming levels upgrade

[thenaomig]

This PR does several things:

• updates the code to generate the global warming level look-up tables, for the year at which a given simulation reaches a given global warming level -- now in it's own file in the utils folder

• updates the look-up table files themselves

• updates the warming levels class to create separate panels for initial selection and subsequent exploration:

  from climakitae.explore import warming_levels wl = warming_levels() wl.choose_data() wl.calculate() wl.visualize()

• adds LOCA2 data as an option (monthly 3km LOCA data for Alameda Co takes ~5min on the calculate step)

• you can extract the data centered around warming levels, or the postage_stamp map data

regional_response = wl.gwl_snapshots gwl_slices = wl.sliced_data

• anomaly not required for LOCA2 (because it's bias-corrected)
• stats tab in visualize panel shows the individual simulation based on min/max/median spatial average

[vicford]

Upon comparison to the older warming levels notebook, seeing a discrepancy in what range of values is produced in that part 2 example that I think is worth checking

ETA: old version is with 3° warming, new is with 2°

Old version:

New version:

• seeing CESM2_r11i1p1f1 3 times?
• 45 deg range is.... alarming

[thenaomig]

Upon comparison to the older warming levels notebook, seeing a discrepancy in what range of values is produced in that part 2 example that I think is worth checking

ETA: old version is with 3° warming, new is with 2°

Old version:

New version:

* seeing CESM2_r11i1p1f1 3 times?

* 45 deg range is.... alarming

The reason that CESM2 appears three times is that it now includes the other SSPs. I agree about the magnitudes... degrees Fahrenheit does not account for that.

[thenaomig]

Upon comparison to the older warming levels notebook, seeing a discrepancy in what range of values is produced in that part 2 example that I think is worth checking

ETA: old version is with 3° warming, new is with 2°

Old version:

New version:

* seeing CESM2_r11i1p1f1 3 times?

* 45 deg range is.... alarming

This is an issue with order-of-operations in the notebook, not a climakitae issue. Will push a change to cae-notebooks.