Eigenanalysis of Space Weather Climate Data: Discovering Structure within Large Multivariate Data Sets

Example Data Set: Thermosphere, Ionosphere, Mesosphere Energetics and Dynamics/Global Ultraviolet Imager (TIMED/GUVI)