Disaster Predictions
Machine learning-based early warning system
Prediction System Overview
Current status of the ML prediction systems
Data Sources
12
All systems operational
Model Accuracy
87%
Last 30 days
Active Predictions
24
Across all regions
Last Update
15m
Auto-updates every 15 min
ML Prediction System
Machine learning-based predictions for potential disasters
Nairobi County
Prediction within 24 hours
Probability85%
Severity
high
Contributing Factors
Heavy rainfall
River levels
Urban drainage
Kisumu County
Prediction within 12 hours
Probability92%
Severity
critical
Contributing Factors
Lake Victoria levels
Rainfall patterns
Soil saturation
Mombasa County
Prediction within 48 hours
Probability65%
Severity
medium
Contributing Factors
Coastal tides
Rainfall forecast
Drainage systems