Capability 04

Smart Pollution & Weather Hazard Prediction

The drone becomes an airborne environmental scientist — analysing pollution, toxic gases, humidity, and weather patterns to predict environmental hazards before they become critical.

How It Works

1. Gas Analysis

Onboard gas sensors detect NOx, CO, SO₂, and other harmful chemicals at various altitudes to pinpoint pollution sources.

2. Weather Prediction

Real-time temperature, humidity, and wind data are processed to predict localized rainfall and approaching storms.

3. Trend Modeling

Machine learning models identify pollution spikes and hazardous air quality trends over time.

4. Fire Risk

Forest humidity analysis predicts wildfire risks, allowing for preventative measures in dry zones.

Use Cases

Why Impressive

Adds scientific intelligence to drones — going far beyond normal surveillance or mapping. It transforms a flying camera into a sophisticated, mobile laboratory.

Technical Highlights

  • Gas sensors + weather sensors integration
  • Rainfall & storm ML prediction model
  • Forest humidity & fire risk detection
  • Pollution heatmap generation
  • Cloud dashboard for environmental alerts

Outcome

Turns drones into intelligent environmental monitoring & hazard forecasting systems, enabling proactive protection of our planet and public health.