Southern pine beetle regional outbreaks modeled on landscape, climate and infestation history

▶ An outbreak in the previous year is the strongest predictor of SPB infestation. ▶ Climate variables are more important than landscape variables. ▶ Extreme temperature and precipitation increase infestation likelihood. ▶ Driving factors for individual infestations operate below the county level.