The research project I completed at the University of Bath for my graduation thesis.
This project takes a look at applying Machine Learning in the field of Space Weather. In particular, we are interested in it's applications in relation to forecasting.
This repository includes:
- A research thesis
- A logbook
- Python files used during research
- MATLAB files used during research
(Datasets are not included)
Data visualisation produced by MATLAB code
The data files are too large to be included and have been therefore left out. You can download all the datasets for free from UCAR COSMIC.
The datasets that were mainly used in this projects are the Absolute Total Electron Content datafiles.