Lower atmospheric ducts significantly alter the propagation of Very High Frequency (VHF) and higher-frequency electromagnetic waves in the marine boundary layer, critically impacting radar and communication systems. Effective duct monitoring is essential for optimizing these systems. Emerging, more economical remote sensing approaches—such as satellite-based remote sensing and the monitoring of ubiquitous shipborne Automatic I...