Part 7/9:
The new model is currently in beta testing and designed to run on any standard computer, allowing fire officials and firefighters to input data such as temperature, wind speed, and fuel type to generate predictions about fire spread. The visualization, though initially crude, focuses on core aspects like fuel temperature and flame propagation, providing an accessible tool for real-world decision-making.
The ultimate vision is for firefighters to deploy this model via an intuitive interface—selecting points of ignition on a map and observing how a fire could expand over time. As the model matures, a polished user experience will enable rapid, reliable forecasts across the United States, directly impacting ground operations and resource allocation.