Open RF-FLUS cellular automata and multi-hazard exposure modelling for the North Aegean Basin, Türkiye
Verified multi-hazard emergency warning & communication platform. Connects verified authorities with communities during critical situations.
Nigehban (نگہبان): explainable flood, heatwave and seismic risk scoring for 150 Pakistani districts. Streamlit + CatBoost, nested CV, calibrated probabilities, SHAP, climate stress test. Simulated data, not an operational forecast.
Talaix Open Risk Engine — open, reproducible multi-hazard climate-risk indicators from open Earth-observation data (EUPL-1.2)
GCIRI model code, open global hazard-map retrieval, and 50-city physical-risk inputs
Deep Reinforcement Learning for coastal multi-hazard emergency response — code for Sano, Ferrario, Torresan & Critto, International Journal of Disaster Risk Reduction (IJDRR-D-26-01287)
Real-time flash-flood & multi-hazard early-warning platform across 112 river stations in 47 Asian countries (FastAPI, GIS, live USGS/NASA/GDACS feeds).
Reproducible Python pipeline for multi-hazard (earthquake, tsunami, wind) risk assessment of the Marmara basin and Istanbul — generates the study's geospatial figures from open datasets.
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