DILEMMA

PreDIcting AguLhas CurrEnt Meanders using M _achine LeArning

Author(s): Bjorn Backeberg (backeb), Fine Wilms (FineWilms)
Creation date: 20-Mar-2020
Last updated: 20-Mar-2020

Purpose

Pilot study to investigate the potential for machine learning techniques using satellite remote sensing data to forecast meanders in the Agulhas Current.

Dependencies

Manage python installation through conda

Currently using Python 3.7.1

conda install ...

Directory tree

|- CHANGELOG.md
|- README.md
|- docs:                       Relevant documentation and papers
|- app:                        Main code base
	|- ...
|- data:                       Data (not pushed to repo, specified in .gitignore)
|- notebooks:                  Development notebooks
    |- make_datastack.ipynb:   Interactive notebook that downloads and organises data