Digital Twin and Agentic AI for Wild Fire Disaster Management: Intelligent Virtual Situation Room
#Digital Twin #Agentic AI #Wildfire Management #Disaster Relief #Global Warming #arXiv #Virtual Situation Room
📌 Key Takeaways
- Wildfire frequency is expected to increase by 30% by 2050 due to global warming trends.
- The new framework introduces an 'Intelligent Virtual Situation Room' for real-time disaster management.
- Traditional disaster models are criticized for being static and unable to adapt to evolving fire episodes.
- The system combines Digital Twin technology with Agentic AI to improve decision-making and resource allocation.
📖 Full Retelling
🏷️ Themes
Technology, Environment, Artificial Intelligence
📚 Related People & Topics
Digital twin
Digital replica of a living or non-living physical entity
A digital twin is a digital model of an intended or actual real-world physical product, system, or process (a physical twin) that serves as a digital counterpart of it for purposes such as simulation, integration, testing, monitoring, and maintenance. A digital twin operating without real, continuo...
Emergency management
Dealing with all humanitarian aspects of emergencies
Emergency management (also disaster management or emergency preparedness) is a science and a system charged with creating the framework within which communities reduce vulnerability to hazards and cope with disasters. Emergency management, despite its name, does not actually focus on the management ...
Climate change
Human-caused changes to climate on Earth
Present-day climate change includes both global warming—the ongoing increase in global average temperature—and its wider effects on Earth's climate system. Climate change in a broader sense also includes previous long-term changes to Earth's climate. The modern-day rise in global temperatures is dri...
AI agent
Systems that perform tasks without human intervention
In the context of generative artificial intelligence, AI agents (also referred to as compound AI systems or agentic AI) are a class of intelligent agents distinguished by their ability to operate autonomously in complex environments. Agentic AI tools prioritize decision-making over content creation ...
📄 Original Source Content
arXiv:2602.08949v1 Announce Type: new Abstract: According to the United Nations, wildfire frequency and intensity are projected to increase by approximately 14% by 2030 and 30% by 2050 due to global warming, posing critical threats to life, infrastructure, and ecosystems. Conventional disaster management frameworks rely on static simulations and passive data acquisition, hindering their ability to adapt to arbitrarily evolving wildfire episodes in real-time. To address these limitations, we int