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Satellite data is more noisy than rasterized vector maps; Steininger et al found that OpenStreetMap input was superior for their CNN-based land use regression model. They tested OpenStreetMap, Google Maps, Satellite images from Google maps and a combination of OpenStreetMap and Google Maps Satellite. The model trained on inputs from OpenStreetMap ...

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