GeoUNet: A novel AI model for high-resolution mapping of ecological footprint

International Journal of Applied Earth Observation and Geoinformation（2022）

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摘要

•Gridded ecological footprint(EF) are important for fine-grained ecological analysis.•We propose GeoUNet for high resolution mapping of EF.•GeoUNet is a novel end-to-end model using hierarchical features.•Spatial and temporal features of gridded EF are revealed in Northern China.

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关键词

GeoUNet,High-resolution mapping,Ecological footprint per capita,Spatial heterogeneity,Spatial downscaling

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