Seismic multi-hazard and impact estimation via causal inference from satellite imagery

This study presents the first rapid seismic multi-hazard and impact estimation system integrating advanced causal inference and remote sensing techniques, which jointly estimates regional-scale and high-resolution maps of seismic multi-hazards and building damage from InSAR imageries.

Bibliographic Details
Main Authors: Susu Xu, Joshua Dimasaka, David J. Wald, Hae Young Noh
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-35418-8