ERM– A web platform that turns satellite imagery, real-time weather, and disaster alerts into clear environmental insights and location-specific action plans.
Existing platforms like ESA Copernicus and Global Forest Watch provide maps and visual data — but stop short of telling you what to do with it. Earth Resource Monitor fills that gap by combining satellite imagery, real-time data streams, and predictive modeling into a single platform that delivers clear, location-specific action plans.
Input any geocoordinates or place name — get instant environmental analysis, risk zone mapping, and recommended interventions. No manual interpretation needed.
| Deployment | Link |
|---|---|
| Frontend | https://earth-resource-monitor.vercel.app/ |
| Backend | https://earth-resource-monitor-backend.onrender.com/api/ |
| Feature | Description |
|---|---|
| Adaptive Reality Engine | Ingests live weather, disaster alerts, and environmental feeds to keep predictions current |
| Decision Engine Output | Translates complex data into plain-language action plans with urgency levels and expected impact |
| Automated Zone Mapping | Identifies and ranks high-risk zones within any selected region automatically |
| What-If Simulation Engine | Model interventions like reforestation or water conservation and evaluate their projected outcomes |
| Multi-Source Data Fusion | Combines satellite imagery, weather APIs, and environmental datasets into one unified layer |
Frontend
- React.js
- Tailwind CSS
Backend
- Node.js
- Express.js
- FastAPI (ML model connectivity)
Machine Learning
- PyTorch
- Deep Learning — Segmentation Models
- Machine Learning
Setup and installation instructions will be added as the project develops.
For getting current File structure:
# Install once
Install-Module PSTree -Scope CurrentUser
# Use whenever needed
Get-PSTree -Recurse -Exclude "node_modules", ".venv", "__pycache__" | Select-Object -ExpandProperty Hierarchy👉 earth-resource-monitor.vercel.app
| Team Members |
|---|
| Damanpreet Singh |
| Shivam Verma |
| Suhani Nagpal |
| Nishtha Dhawan |
GitHub Repository: Earth-Resource-Monitor
This project is proprietary. See LICENSE for details.
Unauthorized use, copying, or distribution is strictly prohibited.