InSAR and unsupervised learning detect urban construction progress from space

anselm · x · 2026-08-21

This paper uses InSAR coherence combined with unsupervised learning to detect when urban construction projects start, stall, or finish, using only Sentinel-1 radar imagery. This approach allows for the identification of construction progress before changes appear on maps.

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