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This article discusses the potential applications of Unmanned Aerial Vehicles (UAVs) in various fields, such as hazardous environments, surveillance, and environmental anomaly detection. The use of UAVs equipped with different types of cameras can improve system performance and reduce costs. The Special Issue is seeking new solutions for tasks that can benefit from UAV-based approaches.