Advanced Air Quality Forecasting

Powered by Sentinel-5P/TROPOMI satellite data and cutting-edge machine learning models for precise O₃ and NO₂ predictions

Advanced Features

Sentinel-5P Data

Real-time satellite observations from TROPOMI sensor for accurate atmospheric monitoring

ML Forecasting

ConvLSTM and Transformer models for precise short-term air quality predictions

Real-time Updates

Continuous data integration with ERA5 meteorological data for enhanced accuracy

Air Quality Dashboard

Ozone (O₃)

42.5 µg/m³

Moderate

Nitrogen Dioxide (NO₂)

28.3 µg/m³

Good

Air Quality Index

Moderate

Spatial Distribution

Forecasting Models

Accuracy: 91% RMSE: 2.89

Advanced Air Quality Forecasting

Advanced Features

Sentinel-5P Data

ML Forecasting

Real-time Updates

Air Quality Dashboard

Ozone (O₃)

Nitrogen Dioxide (NO₂)

Air Quality Index

Spatial Distribution

Forecasting Models

Historical vs Predicted

Settings

Appearance

Data Preferences

Air Quality Assistant

Advanced Air Quality Forecasting

Advanced Features

Sentinel-5P Data

ML Forecasting

Real-time Updates

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Ozone (O₃)

Nitrogen Dioxide (NO₂)

Air Quality Index

Spatial Distribution

Forecasting Models

Historical vs Predicted

Settings

Appearance

Data Preferences

Air Quality Assistant