A terrain risk assessment method for military surveillance applications for mobile assets

•We developed a terrain risk assessment method for military surveillance.•We developed the method for UAVs used for military combat operating posts.•We modeled the terrain by calculating 5 risk factors using geographical parameters.•We modeled high risk spots for methodical UAV surveillance plans.•We tested the method using real-life scenario data provided by the sponsor.