PM2 5 Dashboard
🌍 AI-Based PM2.5 Prediction Dashboard — Streamlit App Demo
In this video, I demonstrate how my AI-powered dashboard predicts ground-level PM2.5 concentrations across India using satellite and meteorological data.
📊 What’s Inside:
AOD + MERRA-2 data integration
Random Forest model for PM2.5 estimation
Streamlit dashboard interface
India-wide heatmap visualization
CSV upload & download feature
🧠 Powered by:
Python, Scikit-learn, Pandas
Streamlit for interactive web UI
MODIS AOD + MERRA-2 NetCDF data
Cartopy for geospatial maps
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