“…As a result, most global and regional mangrove mapping efforts only date back to 2000, with a few extending into the 1990s (Bunting et al, 2022;Murillo-Sandoval et al, 2022;Hamilton and Stankwitz, 2012), which can influence conservation decision making and outcomes (Friess and Webb, 2014;Hamilton et al, 2018;Dahdouh-Guebas and Cannicci, 2021). One such study (Dahdouh-Guebas and Cannicci, 2021) made the distinction that a variety of rehabilitation and restoration targets on mangrove health assessments rely on the earliest available earth observation or past vegetation dataset to establish which areas can be sustainably rejuvenated and which are a restoration priority (Wang et al, 2019;Dahdouh-Guebas and Cannicci, 2021). Although mangrove remote sensing can be traced back to the 1970s (Kuenzer et al, 2011), they are few, the majority were completed without accuracy assessments, or were restricted to sub-regional spatial coverages (Lorenzo et al, 1979;Lewis and MacDonald, 1972;Everitt and Judd, 1989;Islam et al, 2019;Wang et al, 2019).…”