Satellite Reliability Dashboard
Real-time ML predictions for satellite downtime probability
UNKNOWN
Overall Status
Overall Reliability
Fleet-wide operational status
50%
Reliable
FAIR
50% downtime risk
Space Weather
Solar and geomagnetic conditions
Geomagnetic Index (Kp)2.3
Solar Flux145
Storm RiskLow
Environmental
Weather and atmospheric conditions
Avg Cloud Cover35%
Rainfall2.1mm
Data QualityGood
Satellite Status
Loading reliability predictions...
7-Day Reliability Forecast
Predicted downtime probability over the next week
7-Day Forecast
Generating real ML predictions for each day...
Enhanced ML Model Information
Machine learning model with 5 real data sources
Training Data Sources
• Landsat STAC API (Real scenes)
• NOAA Space Weather (Real Kp index)
• NOAA Weather Service (Real weather)
• Solar Activity Data (Real solar flux)
• NASA GPM Rainfall (Real precipitation)
Model Performance
• Training Samples: 0
• Accuracy: 0%
• Status: Not Trained
• Data Sources: 0 active
• Last Update: Never
Enhanced Features
• 15+ ML features (vs 8 basic)
• Real-time data collection
• Adaptive learning algorithm
• Confidence scoring
• Multi-source validation