Multi-INT Analytics for Pattern Learning & Exploitation (MAPLE) Spatiotemporal Patterns of Life (STPoL) models observation data to learn models of where, when, and how much various observations appear in an area of interest. MAPLE uses these models to monitor new observations to detect outliers.