The role of socio-ecological drivers on recent large-scale tree mortality in coniferous forests caused by beetle outbreaks in western North America remains unclear. Climate change and forest governance have played different roles, and need further investigation within a socio-ecological framework. Climate directly affects beetle behavior and indirectly impacts beetles by affecting their hosts, parasites
Results/Conclusions
We have inferred the historical beetle range and evaluated the significance of different variables selected using mainly logistic regression models. Preliminary results support the hypothesis that long-term climatic changes have had a stronger impact on MPB outbreaks at a regional scale, whereas long-term fire suppression has changed landscape and fire regimes and further influenced beetle activity at a local scale. Fire suppression is more effective in the regions where forests have adapted to frequent and low-intensity fires. Forest stands with fire-return intervals greater than a century and that adapt to replacement severity fires are less subject to the impact of fire exclusion, and climate remains the primary driving force in beetle outbreaks. In contrast, climate change has loosened the winter temperature constraints and provided suitable heat conditions for MPB outbreaks at a larger scale, which further facilitated the recent unprecedented outbreak. The paper will draw upon our ongoing data analysis for updated results on the species distribution modeling of MPB and the modeling uncertainty.