3 citations · 8 across the 3 of their papers we have counts for
3 papers
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement
Lucas Murray, Tatiana Castillo, Jaime Carrasco +5
Over the past decades, the increase in both frequency and intensity of large-scale wildfires due to climate change has emerged as a significant natural threat. The pressing need to…
Comparison of metaheuristics for the firebreak placement problem: a simulation-based optimization approach
David Palacios-Meneses, Jaime Carrasco, Sebastián Dávila +3
The problem of firebreak placement is crucial for fire prevention, and its effectiveness at landscape scale will depend on their ability to impede the progress of future wildfires.…
Two Scalable Approaches for Burned-Area Mapping Using U-Net and Landsat Imagery
Ian Mancilla-Wulff, Jaime Carrasco, Cristobal Pais +2
Monitoring wildfires is an essential step in minimizing their impact on the planet, understanding the many negative environmental, economic, and social consequences. Recent advance…