This repository is both an installable package, and a collection of issues/notebooks that document the work done in the ocean-transport group and beyond. The goal of this project is to quantify the rectified effect of small scale heterogeneity in the atmophere and ocean on the air-sea fluxes computed via bulk formulae.

The Overlooked Sub-Grid Air-Sea Flux in Climate Models (Preprint)

You can install this package by cloning it locally, navigating to the repository and runnning

pip install .

The science published from the repository is using a custom Docker image (installing additional dependencies on top of the pangeo docker image). You can find the image on quay.io and refer to specific tags used in the notebooks in ./pipeline.

To work with the custom image on the LEAP-Pangeo Jupyterhub, just follow the instructions to use a custom image, and enter quay.io/jbusecke/scale-aware-air-sea:<tag>, where you replace tag with the relevant version tag.

E.g. for tag 68b654d76dce:

Follow the above instructions but install the package via

pip install -e ".[dev]"