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This collection provides annual classifications of woody vegetation cover across Western Australia from 1988 to the present, focusing on forest and sparse woody vegetation categories defined by cover density and height thresholds. It is derived from Landsat imagery and offers state-wide spatial coverage. The consistent time series supports longitudinal analysis of land cover change, enabling research into trends such as deforestation, regrowth, and habitat fragmentation. This data is particularly valuable for regional environmental monitoring and land management planning within the state.