DevMinimah/niger-delta-sentinel

A secure OSINT geospatial engine leveraging satellite imagery and intelligence-gathering techniques to verify environmental claims and track deforestation in the Niger Delta. # 🛰️ Niger Delta Sentinel **An OSINT/GEOINT Engine for Real-Time Ecological Monitoring** ## 📖 Overview Niger Delta Sentinel is a geospatial intelligence platform that processes live Sentinel-2 satellite imagery from the European Space Agency (ESA) Copernicus Data Space. It calculates the Normalized Difference Vegetation Index (NDVI) to monitor vegetation health and ecological changes in the Niger Delta region. ## 🚀 Live Demo **Click here to view the live application** ## ️ Tech Stack - **Backend:** Python, FastAPI, Rasterio, NumPy - **Frontend:** HTML5, CSS3, Leaflet.js - **Data Source:** ESA Copernicus Data Space Ecosystem (OData API) - **Deployment:** Render Cloud ## 📊 Features - **Live Data Ingestion:** Fetches the most recent satellite data directly from space. - **Smart Cloud Filtering:** Automatically selects scenes with Copyright © 2026 Abiegbu Minimah. All rights reserved. This project is proprietary. The source code is provided for portfolio and academic demonstration purposes only.