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Item Optimizing Object-Based Agricultural and Ecological Land Use Classification via Multi-Band Fusion and Seasonal Spectral Differences(2025-08) Gui, Baoling; Sam, Lydia; Bhardwaj, Anshuman; Gómez, Diego Soto; Peñaloza, Félix González; Buchroithner, Manfred F; Green, David R; University of Aberdeen.Geosciences; University of Aberdeen.Cryosphere and Climate Change Research Group; University of Aberdeen.Planetary Sciences; University of Aberdeen.Geography & EnvironmentItem Cellular automata models for simulation and prediction of urban land use change : Development and prospects(2025-12) Gui, Baoling; Bhardwaj, Anshuman; Sam, Lydia; University of Aberdeen.Planetary Sciences; University of Aberdeen.Northern Rivers Institute (NRI); University of Aberdeen.Cryosphere and Climate Change Research GroupItem SAGRNet: A novel object-based graph convolutional neural network for diverse vegetation cover classification in remotely-sensed imagery(2025-09) Gui, Baoling; Sam, Lydia; Bhardwaj, Anshuman; Gómez, Diego Soto; Peñaloza, Félix González; Buchroithner, Manfred F.; Green, David R.; University of Aberdeen.Geosciences; University of Aberdeen.Cryosphere and Climate Change Research Group; University of Aberdeen.Planetary Sciences; University of Aberdeen.Geography & Environment