Live Risk · Active Monitoring
Global Seismic Risk Dashboard
Real-time ML probability forecasts across 92 seismic regions — 5 magnitude bands, 102 features.
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Active Regions
Global seismic monitoring network
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ML Model
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Earthquakes (7 Days)
M4.5+ USGS data
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System Status
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Spatial View
Seismic Risk Map
Shows dominant band risk per region. Marker color reflects dominant band.
Regions
Region Risk Cards
Probability forecasts across 4 magnitude bands per region. Highest risk band highlighted.
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PNG West New Britain–Finisterre
PNG West New Britain–Finisterre
M 4–5
M 5–6
M 6–7
M 7+
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Panama — Burica & Fracture Zone
Panama — Burica & Fracture Zone
M 4–5
M 5–6
M 6–7
M 7+
ML Models
Active Band Models
Independent champion/challenger ML model per magnitude band.
M 4–5
4.0 ≤ M < 5.0
ROC-AUC—
Training Samples—
Last Trained—
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M 5–6
5.0 ≤ M < 6.0
ROC-AUC—
Training Samples—
Last Trained—
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M 6–7
6.0 ≤ M < 7.0
ROC-AUC—
Training Samples—
Last Trained—
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M 7+
M ≥ 7.0
ROC-AUC—
Training Samples—
Last Trained—
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Celestial Mechanics
Celestial Status
Tidal stress (PyEphem/VSOP87), lunar phase, and risk window for today.
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Lunar Phase — · — km
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Risk Window
Tidal Stress
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Normalized (0–1)
Celestial Index
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Composite risk
Nodal Factor
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Orbital node amplification
Syzygy
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Sun–Moon alignment
Spring Factor
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Combined tidal amplitude
Distance Factor
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Lunar proximity (0–1)
Live Data
Recent USGS Catalog
M4.5+ earthquakes from the past 30 days (USGS source).
| Magnitude | Location | Date (UTC) | Depth | Lat / Lon |
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System
Pipeline Status
APScheduler tasks: USGS ingestion, GNSS update, model quality control, weekly retraining.
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