Loitering with Intent - Catching the Outlier Vessels at Sea

The authors explore the use of spatial statistical methods to identify vessels behaving anomalously, in particular with regard to loitering, using the Indonesian EEZ and surrounding waters as a case-study. Using Automatic Identification System (AIS) for vessel tracking, they applied Generalized Additive Models to capture both the temporal and spatial nature of loitering behaviour.