M3 : Air pollution Hotspots Detection and Identifying the Source Trajectories using ML/AI techniques.
- Identify Yearly Hotspots by calculating AQI from major Pollutants among all States and UTs (India).
- Plot Geographical Data of Hotspots and Deploy using Flask with Front-end (HTML & CSS).
- Visualize Source Trajectory of Pollutants over Time on Map.
- Predict Long-Term Pollution Levels with Time Series Analysis using ARIMA and Seasonal ARIMA (Machine Learning Algorithms).
We made this Project for ApScript Hackathon in ML Domain.
To Get more Insights feel free to checkout the PPT.
Open Government Data (OGD) Platform India
MOPITT
Aura/OMI