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The Great Barrier Reef (GBR) land use mapping 2021 dataset is a digital land use map for the GBR catchment area. The dataset encompasses the 2021 update of land use mapping series for the six GBR Natural Resource Management (NRM) regions: Cape York, Wet Tropics, Burdekin, Mackay Whitsundays, Fitzroy, and Burnett Mary. The assignment of land use classes to the dataset was based on image interpretation of multi-temporal Landsat, Sentinel, Earth-i and high spatial resolution SPOT (French: Satellite Pour l\u2019Observation de la Terre) and Pléiades satellite imagery, as well as ancillary datasets containing land use information and field observations. 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