Journal of Environmental Resilience and Adaptation
AI-Powered Land Cover Mapping at 20cm Resolution
Researchers in Germany have combined AI with remote sensing to map the entire land cover of the German state of Hesse at an unprecedented 20-centimeter resolution. This high-definition mapping accurately identifies roofs, sealed surfaces, vegetation, and water bodies, providing an objective foundation for local climate adaptation and planning decisions .