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post-disaster-data

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camillandreozzi / Damage_Data_Availability

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Compatibility-first R pipeline for cross-country earthquake damage modelling. Harmonises asset-level building-damage data from Nepal (2015 Gorkha), Türkiye (2023) and Japan (2024 Noto), benchmarks within-country models, runs Nepal–Türkiye transfer, and isolates compatibility vs. classifier effects via simulation.

machine-learning data-harmonization earthquake-engineering catastrophe-modelling disaster-risk-reduction post-disaster-data gorkha-earthquake noto-earthquake
  • Updated May 7, 2026
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