Clustering of Global Magnetospheric Observations

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 4
• Main Authors: Edmond, James, Raeder, Joachim, Ferdousi, Banafsheh, Argall, Matthew, Innocenti, Maria Elena
• Format: Journal Article
• Language: English
• Published: Wiley 01.12.2024

The use of supervised methods in space science have demonstrated powerful capability in classification tasks, but purely unsupervised methods have been less utilized for the classification of spacecraft observations. We use a combination of unsupervised methods, being principal component analysis, S...