Fig. 2: Building damage map.

We assigned a damage probability to each building by applying a Bayesian framework to the coherence map of a SAR interferogram spanning the flood event (Supplementary Fig. S7). Here, buildings with a damage probability greater than 99% are color-coded red. We estimate that ~8570 buildings are damaged with >99% probability. Background image is obtained from Google Earth.