Land/water boundary polygons vary by data vintage and mean-high-water definition; cells right at the coastline can flip land/water classification between sources.
▪ Rendered from the real conversion/geometry code.
Detection
Compare land-mask membership for the same cell across two boundary vintages/sources; flag disagreements.
Mitigation
Pin a single authoritative coastline source and vintage
Report a land-fraction confidence per coastal cell rather than a binary flag