Niels Bo Nielsen

Article Crowdsourced seafloor mapping: federated learning at the edge • Crowdsourced bathymetry is increasingly seen as a way to expand seabed coverage by collecting depth measurements from vessels during routine operations. Yet as data volumes grow, the primary challenge shifts from acquisition to validation: how can large amounts of opportunistic, heterogeneous measurements be processed efficiently and reliably?