GLODAP

ML-GLODAPPseudoObsForRestart.ipynb
>>> Make set of DIC pseudoobservations using a GLODAP ML product and various C_Anth (Anthropogenic C) estimates - for restarts and evaluation
GLODAP_carbon_fullglobe.ipynb
>>> Characterizing the GLODAP (v2.2022) dataset by region, developing model comparison tools

BGC-Argo and other chl observations

BGC_subsurfacechla.ipynb
>>> Characterize depth of subsurface chlorophyll A maximum in the BGC-Argo data (globally)
BGC_surface2subsurface.ipynb
>>> Compare surface to subsurface chl A values in depth profiles where surface chl A values are available.
BGC_Argo_explore.ipynb
>>> Does the BGC argo data give evidence for a subsurface chlorophyll maximum in the SO?
SOBioObs.ipynb
>>> Characterize coverage of WOA2005 in-situ (?) chl data - not very useful

MLD

Tester_multimodel_MLD.ipynb
>>> Analyze monthly regional MLD in NCEP, ERA5, UKESM1-forced models. Introduces tidy regionalization code
LatitudinalMLD.ipynb
>>> Response of PlankTOM MLD to 6 scenarios of ozone forcing (1950-2100)

TA-DIC, pco2, and carbonate chemistry drivers

pco2_cycles.ipynb
>>> analysis of SO pco2 in several PlankTOM models
TA-DIC_sensitivity.ipynb
>>> TA-DIC theory notes and Driver analysis of the pCO2 cycle in several model versions
TA-DIC_GLODAPOBS.ipynb
>>> Compare depth profiles of TA-DIC in the SO in different models vs. observations
pco2mocsy.ipynb
>>> Visualize pco2 vs DIC, TA, S, T using mocsy solver

UKESM1 wind forcing analysis

wind_zonal_avgs.ipynb
>>> line plots of zonally averaged wind speed for different seas/subreg for UKESM/ERA5/NCEP. for paper.
LatitudinalWinds.ipynb
>>> By-latitude histograms of UKESM1 and ERA5 wind forcing
MonthlyERAMetHistograms.ipynb
>>> By-month histograms of UKESM1 and ERA5 wind forcing
wind_violin.ipynb
>>> Scenario wind violin plots and smoothed timeseries
scenario_attribution_hovmollers.ipynb
>>> hovmollers of winds by scenario and wind difs between scenarios.
Windspeed_maps.ipynb
>>> scenario wind maps

UKESM1 scenario carbon response

Overview.ipynb
>>> Overview of UKESM1 scenario project and main carbon response so far
SeasonalCflxFullRunset.ipynb
>>> Evolution of the SO carbon sink under 6 scenarios, 1948-2100, 1ASA series
fullyear_maps_for_pres.ipynb
>>> Southern ocean maps of windspeed and Cflx
winds_with_xarray.ipynb
>>> Hovmollers of wind and co2 flux anomalies - not a very clean analysis, code may be useful elsewhere Cflx_EXP_winds.ipynb
>>> Line plot Comparison of Cflx and EXP between UKESM1/ ERA / NCEP in SO LatitudinalCflxWinds.ipynb
>>> By-latitude SO Cflx response to 6 scenarios, 1ASA series

Cael ballasting experiment

ObsToGrid_JoeExample.ipynb
>>> code to snap observational data to grid

Model Evaluation

GLODAPv2021comparison_pipeline.ipynb
>>> Evaluate DIC, TA in SO against GLODAP using SSC metrics by depth
EXPLORE_SOCAT.ipynb
>>> Comparing two runs forced by NCEP and UKESM1 against SOCAT fco2

Miscellaneous early stuff (from spring 2022 ish)

by_latitude_forcing_comparison.ipynb
>>> Quick hovmollers of different forcing quantities for NCEP, UKESM, ERA5
T001_M001_Hovmol_Compare.ipynb
>>> Comparing physical quantities of two runs forced by NCEP and UKESM1