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Next-generation 3D vegetation and fire models can enable the new tools fire managers need for real fuel and fire management solutions. Low-lying woody vegetation is an essential driver of fire behavior, but its structure and distribution is complex to predict at fine scales and in three dimensions. New machine learning approaches to predict the spatial distribution of shrubs will dramatically improve the ability to forecast site-specific fire behavior and effects.
We invite you to help us innovate through the Shrubwise Data Challenge hosted on the Wildfire Commons! Join us for the launch on January 22, 2026 at 1 pm PST.
Zoom: https://ucsd.zoom.us/meeting/register/YaXd7tezSyOiQVyXO6a_Aw
