I have a github repostiory / binder where I have several simple examples of how to apply Pangeo tools (i.e. xarray + dask + cloud-optimzed data) to physical oceanographic data analysis. I thought I would share these here to kick off the science topic.
Some of the example notebooks are:
- noaa_ersst_variability.ipynb - climatology, anomalies, trends, and EOF analysis of NOAA ERSST dataset
- aviso_sea-surface-height.ipynb - simple spatiotemporal analysis of AVISO sea level anomaly data
- ecco_v4_example.ipynb - visualization, basic analysis, and heat budget diagnostics of the ECCOv4 ocean state estimate. Also uses xgcm for finite volume calculus.
- cesm-mom6.ipynb - basic visualization of CESM MOM6 output.
…and a few others.