Explainable CNN-BiLSTM with SHAP-based seasonal & diurnal temporal attribution for AQI forecasting across Delhi, Mumbai, Kolkata, and Chennai. Trained on CPCB hourly data (2015–2020).
research deep-learning pytorch ieee pm25 pm10 bidirectional-lstm indian-cities particulate-matter time-series-forecasting explainable-ai xai cnn-bilstm shap air-quality-index aqi-prediction environmental-ai multi-city-search gradient-explainer cpcb-data
-
Updated
May 17, 2026 - Jupyter Notebook