GOES-18 / MTG Telemetry Fusion Canyon Creek Basin

Satellite ML Flash Flood Predictor

Deep-learning precipitation fusion and antecedence soil runoff simulator for rapid flood warning.

Urgency Immediate
Risk Level Critical
Lead Time 42 min
False Alarm 4.2%
Flood Scenarios:
FLASH FLOOD WARNING ISSUED Critical Flash Flood Canyon Creek Watershed • Sub-basin Infiltration Failure
Predicted Lead Time 42 mins
Evacuation Urgency Immediate Warning Issued
False Alarm Rate 4.2%
Watershed Topographic Inundation Map
Target: Canyon Creek Basin • Real-time hydrodynamic flow model
Ridge
Runoff Stream
Inundated Confluence
Critical Bridge / Culvert
Hydrograph Crest Forecast & Machine Learning Warning Lead Window T-0 hr to T+3 hr Projection
DISPATCH SUMMARY RECOMMENDATION

ML satellite fusion detects high convective rainfall over saturated canyon slopes. Flash flood surge predicted in 42 minutes at Canyon Creek. False alarm rate is calibrated at 4.2%. Immediate evacuation of low-lying floodplains and wash crossings is strongly advised.

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