Simulation and cost-guided fuel treatment planning for Rx fire containment

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This study presents a simulation-guided planning framework that combines fire-behavior modeling with treatment cost and resource constraints. The goal is not to replace expert judgment. Instead, the framework provides a structured way to test a proposed burn scenario, identify boundary locations where fire may escape, and compare alternative treatment layouts before implementation.