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A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks

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Human settlement extent (HSE) information is a valuable indicator of world-wide urbanization as well as the resulting human pressure on the natural environment. Therefore, mapping HSE is critical for various environmental issues at local, regional, and even gl... ...