The full 7-signal earthquake risk formula: seismicity rate, magnitude, proximity, GPS deformation, Z-anomaly, terrain, and AI vision.
🧠 OPEN BRAIN DASHBOARD LIVEYour phone buzzes with an alert: "M5.2 risk spike detected in 90 minutes." You have no time to debate whether to stay or leave. Behind that prediction sits a machine reading seven invisible signals—from ground tremors to magnetic whispers—all feeding a single, live earthquake risk score. This is how Pandita's Brain Dashboard learns where the ground might break.
Unlike a simple aftershock counter, the Brain Dashboard's earthquake risk score is a weighted synthesis of seven independent physical signals. Each one captures a different layer of seismic truth. Together, they produce a real-time probability estimate—updated every 10 seconds—that tells you whether your region is slipping toward rupture or settling into calm.
The Brain Dashboard scans a rolling 7-day window of all recorded micro- and macro-seismic events within 100 km of your location. It normalizes this count against the historical baseline for that region. Why? Because a sudden cluster of M2–M3 earthquakes often precedes larger ruptures by hours or days. The algorithm flags acceleration, not just raw numbers.
Max Magnitude (22%): A region that has ruptured at M6.8 in the past 50 years carries structural memory. The fault plane is known; the energy budget is knowable.
Proximity (18%): GPS networks measure millimeter-scale ground deformation. If stations near a fault diverge faster than expected, stress is accumulating. The Brain Dashboard ingests USGS, GeoNet, and regional networks in real time.
GPS Deformation (12%): Plate boundaries are not static. Continuous strain tells us how fast the ground is being "wound up" like a spring.
Magnetic Z-Anomaly (8%): Rock under intense stress alters its magnetic properties. Magnetometer arrays detect anomalies that correlate with pre-slip behavior in laboratory studies.
Terrain & Geology (7%): Fault age, gouge composition, and dip angle affect rupture likelihood. Older, weaker faults slip more often.
Gemini Vision AI (5%): Satellite imagery and LIDAR detect recent ground scarps, rupture traces, and landscape changes invisible to traditional seismic networks.
The final score is 0–100. A score of 65+ in your region warrants 24–48 hour preparedness. Scores above 80 may trigger official warnings. Visit panditadata.com/brain_dashboard to see live scores and zoom into 3D simulations of nearby faults. For city-level risk breakdowns, check panditadata.com/disaster_report.
No single signal is infallible. Earthquakes remain hard to predict with precision. But by fusing seven independent windows into the Earth's stress state, the Brain Dashboard shifts the odds in your favor—turning invisible forces into visible intelligence.
🧠 OPEN BRAIN DASHBOARD