Landscape-scale drivers of resistance and resilience to bark beetles: A conceptual susceptibility model

Marcella A. Windmuller-Campione, Justin Derose, James N. Long

Research output: Contribution to journalArticlepeer-review

8 Scopus citations


Bark beetle (Dendroctonus spp.) outbreaks in the middle latitudes of western North America cause large amounts of tree mortality, outstripping wildfire by an order of magnitude. While temperatures play an important, and direct role in the population dynamics of ectothermic bark beetles, an equally important influence is the nature of the host substrate—the structure and composition of forested communities. For many of the dominant tree species in the western United States, “hazard” indices have been developed for specific bark beetles, which generally include three key variables—host tree size, absolute or relative density of the stand, and percentage of host composition. We provide a conceptual model to apply these three variables across forest ecosystems and bark beetles that shifts the thinking from a species–specific model to a model which focuses on the underlying ecological factors related to bark beetle outbreak susceptibility. We explored the use of our model across multiple scales using the Forest Inventory and Analysis database: Interior West, USA; the states of Colorado and Arizona; and specific national forests within Arizona that are implementing a large-scale restoration effort. We demonstrated that across the Interior West and Colorado, the vast majority of forests have moderate to high susceptibility to bark beetles. Our conceptual model maintains the simplicity of previous “hazard” models but acknowledges the need to consider scale when managing bark beetles. It also shifts the management approach from resistance thinking to the development of “associational resilience”, where the focus is not on any one individual stand or area but the longer-term perspective of forest persistence across the landscape.

Original languageEnglish (US)
Article number798
Issue number6
StatePublished - Jun 17 2021

Bibliographical note

Funding Information:
Funding: Funding for this project is from the Minnesota Agricultural Experiment Station under project MIN-42-068 for M.A.W. and Utah Agricultural Experiment Station, Utah State University, and approved as journal paper number 9477 for J.D.

Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.


  • Adaptive management
  • Associational resilience
  • Associational resistance
  • Associational susceptibility
  • Dendroctonus spp
  • Relative density
  • Silviculture


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