Burn Detection Agent
Burn Detection Agent: Proactively identify and respond to burn incidents.
Publisher
Accenture
Industry Type
Manufacturing
Product Details
This agent uses satellite imagery, such as Sentinel-2 and MODIS, and drone feeds to identify active stubble-burning sites with computer vision. It outputs precise GPS coordinates of burn incidents.
The agent is part of a system in which a Burn Prediction Agent forecasts hotspots from historical and weather data, an Air Quality Agent predicts pollution trends, a Farmer Chatbot Agent engages farmers in high-risk zones with timely advice, and a Dashboard Agent consolidates insights and alerts authorities. The system combines real-time satellite and drone data, predictive analytics, and multilingual farmer engagement to detect stubble burning, forecast air quality, educate farmers on sustainable practices, and give regulators actionable insights, reducing pollution, health risks, and economic loss. It is built with Vertex AI (Gemini), LangChain, and LangGraph.
Key Use Cases
Real-Time Stubble Burn Detection
Applies computer vision models on Sentinel-2 and drone feeds within LangGraph to pinpoint active agricultural fire coordinates.
Regulatory Environmental Alerting
Consolidates burn telemetry and atmospheric data into automated regulatory alerts and dashboards to enable rapid enforcement and farmer outreach.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.