A comprehensive real-time greenhouse gas emissions monitoring and prediction platform that leverages NASA satellite data to provide accurate state-wise GHG emission forecasts across the United States.
Canopy transforms complex atmospheric data from NASA's satellite constellation into actionable climate insights. Our platform combines real-time data visualization with machine learning-powered predictions to help environmental scientists, policy makers, and researchers understand and forecast greenhouse gas emissions patterns.
- 🛰️ Real-time NASA Satellite Data Integration
- 📊 Interactive Heatmap Visualization
- 🔮 ML-powered Emission Predictions
- 🎯 State-wise Filtering for all US states
- 🧪 Multi-gas Support (CO₂, CH₄, N₂O)
- 📈 Historical Trend Analysis
- 🏃♂️ Real-time Dashboard Updates
- 🔍 Advanced Analytics & Comparisons
- React 18 - Modern UI library with hooks
- Vite - Lightning-fast build tool and dev server
- Tailwind CSS - Utility-first styling framework
- Recharts - Interactive data visualization
- Leaflet/MapTiler - Interactive mapping
- FastAPI - High-performance Python web framework
- TensorFlow - Machine learning model training and inference
- NASA APIs - Real-time satellite data integration
- NASA Goddard Earth Observing System (GEOS)
- NASA's Orbiting Carbon Observatory (OCO-2/OCO-3)
- TROPOMI/Sentinel-5P - Atmospheric monitoring
- MODIS Terra/Aqua - Land surface data
- EPA Greenhouse Gas Reporting Program - Validation data
We welcome contributions!
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
Built with ❤️ by Team Canopy at NASA Space Apps Challenge 2025:
- [Hari Prasad] - Full-stack Development & ML Engineering
- [Arden Diago] -Frontend Development & UI/UX
- [Kanika Jain] - Data Analysis & Visualization
- [Kartik Dewnani] - Backend Architecture & NASA API Integration
- [Darshan Heble] - Machine Learning & Data Processing
- NASA for providing comprehensive Earth observation data
- Christ University, Kengeri Campus for hosting NASA Space Apps Challenge 2025
- NASA Space Apps Challenge organizers and mentors
- Open Source Community for the amazing tools and libraries
- Global Coverage - Expand beyond US states to worldwide monitoring
- Mobile Application - React Native companion app
- Real-time Alerts - Automated notification system for emission spikes
- Carbon Offset Integration - Connect with carbon credit marketplaces
- Industrial Source Identification - Pinpoint major emission sources
- Policy Impact Modeling - Simulate effects of environmental policies
🌍 Together, let's monitor our planet's health and build a sustainable future! 🌱
⭐ Star this repository if you found it helpful!