The proliferation in the availability of remotely sensed data creates challenges and opportunities for organizations charged on protecting our national security worldwide. Questions have only grown as the number and complexity of sensors advanced, with Synthetic Aperture Radar (SAR) and Hyperspectral Imaging as the two leading examples. These sensors allow to derive rapid, actionable intelligence in a way that would be difficult or impossible to obtain from other sensors.