In this groundbreaking forest fire detection and SOS alert system, cutting-edge technology and blockchain seamlessly converge to transform the landscape of wildfire monitoring and response. The process initiates with the continuous collection of CCTV footage across forested regions, undergoing comprehensive video preprocessing to enhance image quality. A sophisticated fire detection algorithm meticulously scrutinizes video frames, incorporating a confirmation mechanism to minimize false alarms. Upon confirming the presence of a fire, the system autonomously triggers the generation of SOS alerts, delivering crucial details for immediate action. At the heart of this innovative system lies its integration with the Polygon blockchain. Here, smart contracts take charge of managing SOS alert operations, ensuring transactions are secure and authenticated through authorized keys. Polygon’s smart contracts emit events that promptly notify the fire detection system, maintaining its vigilant state. Prior to deployment in fire-prone areas, the system undergoes rigorous testing, and continuous monitoring and maintenance are implemented to ensure long-term reliability and effectiveness. To further enhance safety and response efficiency, comprehensive public awareness campaigns disseminate essential information regarding the system’s utilization during forest fire emergencies. This multifaceted approach revolutionizes forest fire management, significantly improving environmental preservation and the well-being of communities at risk.