BiLSTM Air Quality Prediction Dashboard

Baghdad Region  ·  2020–2025  ·  Generated automatically

R² by pollutant

MAPE (%) by pollutant

NO₂ — Observed vs Predicted (Test Set)

Good (0–50) Moderate (51–100) Unhealthy Sens. (101–150) Unhealthy (151–200)

NO₂ AQI — Observed vs Predicted (Apr 2024 – Jan 2025)

NO₂ — 12-Month Forecast (Feb 2025 – Jan 2026)

Forecast values table

Full evaluation metrics — test set

Stationarity test results (ADF + KPSS)

ADF H₀: unit root present (non-stationary). p < 0.05 → reject H₀ → stationary. KPSS H₀: stationary. p > 0.05 → fail to reject → stationary.