🔮 AI Forecast Engine
Enter any location's recent PM2.5 readings below → the
XGBoost model predicts future air quality
📡 Satellite data
(2015–2021 training)
→
(2015–2021 training)
🤖 XGBoost
21 lag features
→
21 lag features
📊 +24/48/72h
future PM2.5
future PM2.5
R²=0.979 (24h)
R²=0.968 (48h)
R²=0.961 (72h)