Changes

QuadTune: Create SVD plot, start to add checks on global means (unfinished), and start to add capability to include multiple fields (SWCF, LWCF, etc.) in metrics (unfinished).

For #910.

add Lscale intent(out) to advance_clubb_core and advance_clubb_core_api (#1190)

* add Lscale intent(out) to advance_clubb_core and advance_clubb_core_api

* make Lscale one dimensional for call to
advance_clubb_core_api_single_col

* fix Lscale call in advance_clubb_core_api_single_col

* ange Lscale usage in clubb_driver

For larson-group/clubb#1166.

Bindiff script (#1191)

Extended verbosity functionality for run_bindiff_all.py
CLUBB ticket #1181

I added a level system for the verbosity option.
Now 0 gives just the general summary at the end,
1 is default and gives the same output as the old default,
2 is the same as the old `--verbose` option

Added min_max_smth_mag as a Fortran parameter to constants_clubb.F90 (#1192)

QuadTune: Allow QuadTune to simultaneously tune for multiple 20x20 fields, e.g., SWCF, LWCF, and PRECT.

For #910.

Added rcm-background to pyplotgen animations (#1195)

* Fixed ContourPanel and added rcm background to AnimationPanel in pyplotgen
CLUBB ticket #1164

* Fixed super call, adjusted super call in ContourPanel, and left a comment describing the issue with the 4 new arguments

* Added rcm background to animations

* Also, fixed small bug in DataReader. __getStartEndIndex__

Multicol CLUBB (#1193)

* Adding column loop to run_clubb

* Lot more changes

* Adding multicolumn output support and improving stats code.

* Conditionally closing stats files. This is just a bug fix. I'm not sure how this ever worked without the conditionals.

* Improvements and some cleanup.

* Bug fix

* Merge with master

* Removing num_standalone_columns, it's no longer needed.

* Changes to make CPU vs GPU test work with new multicol mode. Columns now run with different parameter sets, tolerance script checks average diff instead, increasing number of cobra timestep run, removing mpace_b because it turns out that cobra has ice and is capable of detecting the same ice code errors that mpace_b was added to test.

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Tightening tolerance

* Script cleanup and improvement

* Some more slight changes and cleanup. Making monoflux script work with new multicol mode.

* Small bug fix that was breaking bugsrad when using multiple columns.

* Bug fix to script

* Small cleanup and renaming of read_parameters

* Slight update to ifdef NETCDF statement

* Better change to ifdefs

* Adding new name init_read_clubb_params_api to public api list

* Name changes and adding section in README

* Renaming script

* Renaming script

* Removing C1 from list of variables to change, it was breaking the CPU vs GPU test, and also clubb warns that 'l_damp_wp2_using_em = T requires C1=C14 and l_stability_correct_tau_zm = F', so perhaps chaning it is just unstable. I've confirmed that GPU bugs are still dectable though.

remove Lscale, Lscale_up, Lscale_down from stat_fields_reader