The global maritime landscape is currently navigating a profound structural shift as the preservation of coastal ecosystems becomes a cornerstone of environmental and economic policy. As international tourism hubs and coastal municipalities face increasing pressures from shoreline debris and microplastic accumulation, the traditional reliance on manual labor has shifted toward high-efficiency...