The article, entitled ‘Autonomous UAV Pipeline Landing via Depth–LiDAR Fusion in GNSS-Denied Refineries’, addresses the solution to a very specific industrial inspection problem: landing a UAV with precision on pipelines in refineries without GNSS, where occlusions, interference and reflective surfaces make perception particularly challenging.