Composite risk heatmap ranking 40 cities by multi-hazard score — earthquake, flood, wildfire, volcanic, and magnetic threats combined.
🧠 OPEN BRAIN DASHBOARD LIVEKathmandu's seismic fault lines are shifting again—and so are the AI risk scores painting its location in shades of amber and red across the Pandita Data Brain Dashboard. Right now, the city sits at a critical convergence point: active earthquake risk meets monsoon flood vulnerability meets potential landslide zones. All three hazards are moving in the same 30-day window. This isn't theoretical. This is real-time composite risk, rendered as a global heatmap that shows you which cities matter most, and why.
The Risk Heatmap is your window into multi-hazard convergence—where nature's threats overlap and amplify. Unlike single-hazard models that treat earthquakes, floods, and wildfires as isolated events, the Brain Dashboard synthesizes them into one unified risk landscape. Kathmandu appears as a case study in why this matters. One hazard alone might be manageable. All three, simultaneously, demand urgent attention.
The heatmap monitors 40 global cities across every major hazard class. Each location receives a composite risk score—a weighted algorithm that balances geophysical data (seismic activity, atmospheric pressure, magnetic anomalies) with infrastructure vulnerability and population exposure. The color gradient runs from cool green (low risk) through amber (elevated) to deep red (critical). The 30-day trend lines show you whether risk is climbing or stabilizing.
The algorithm weights seven hazard types—earthquake, tsunami, volcanic, flood, wildfire, weather, magnetic anomaly—then normalizes by population density and infrastructure resilience. Kathmandu's current profile: earthquake risk (8.2/10) + flood vulnerability (7.1/10) + landslide exposure (6.8/10) = composite score of 7.4/10, classified as CRITICAL.
Green (0–3.0): Low risk, stable conditions. Yellow (3.0–5.5): Moderate risk, monitoring advised. Amber (5.5–7.0): Elevated risk, prepare contingencies. Red (7.0–10): Critical risk, immediate action required.
The heatmap isn't random. Risk clusters emerge along tectonic boundaries, in monsoon corridors, near volcanic arcs. Kathmandu sits at the Nepal Thrust—a fault where the Indian Plate collides with the Eurasian Plate every few centuries with magnitude 8+ force. Add seasonal rainfall peaking in July, and you have a city where geophysics and climate converge lethally. The Brain Dashboard flags this. Your role is to act on it.
View live risk data, city-by-city breakdowns, and 30-day forecasts at panditadata.com/brain_dashboard. For detailed city profiles including infrastructure vulnerability, see the Disaster Report at panditadata.com/disaster_report. Risk intelligence only matters if it moves decision-makers. Make it move yours.