Author

C. Langer

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Open access Nov 2025

The changing surface of the world’s roads

Resilient road infrastructure is a cornerstone of the UN Sustainable Development Goals (SDGs), yet spatially consistent information on road surface conditions at the global scale remains limited. We overcome this gap based on a deep learning framework that extracts both road pavedness and road width from Planetscope sa...

Sukanya Randhawa, Guntaj Randhawa, C. Langer et al. · Nature Communications · 0 citations