BRIDGE-LC, an MLP that jointly uses coordinates and biogeographical regions as spatial context, reports F1 improvements of 1 to 5 points over RF, SVM, and XGBoost for EU-27 land cover and crop type classification.
Earth System Science Data 16, 5723–5735
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Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping
BRIDGE-LC, an MLP that jointly uses coordinates and biogeographical regions as spatial context, reports F1 improvements of 1 to 5 points over RF, SVM, and XGBoost for EU-27 land cover and crop type classification.