Uses reanalysis data to study the zonally asymmetric circulation of the Southern Hemisphere using complex Empirical Orthogonal Functions.
Everything is done in R. Package dependencies are recorded with renv and there are functions to download the data programmatically from Zotero. There's optionally a Docker container with bundled dependencies. Most of the code is bundled and documented as an R package, so it can also be reused.
I used a lot of different tools and strategies to make this paper easily reproducible at different levels. There's Docker container for the highest level of reproducibility, and package versions are managed with renv. The data used in the paper is hosted on Zenodo to avoid long queue times when downloading from the Climate Data Store and future-proof for when it goes away and checksumed before using it.
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