 We present the development of a low-cost unmanned aerial vehicle light detecting and ranging UAV-LEDAR system and an accompanying workflow to produce 3D point clouds. A modified processing workflow including a novel trajectory determination algorithm fusing observations from a GPS receiver and inertial measurement unit IMU and a high definition HD video camera is presented. This article was authored by Darren Turner, Luke Wallace, R. Colusier and others.