Publications

Tools and Datasets

1. The v2026.0.0 Global Seismic Vulnerability Model. [GitHub][Docs][Request Full Model]

2. The OpenQuake Vulnerability Modeller’s Toolkit (OQ-VMTK). [GitHub][Docs][Zenodo]

3. Aggregated Vulnerability Modelling for Underwriting: an app that builds one exposure-weighted vulnerability function for any country or region, from GEM’s Global Exposure and Vulnerability Models, with a smart fallback when building attributes are unknown.