2019
DOI: 10.1002/ecs2.2912
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Epidemic spruce beetle outbreak changes drivers of Engelmann spruce regeneration

Abstract: Climate-mediated disturbances outside the range of historical variability can have severe consequences on vital, post-disturbance regeneration processes. High-elevation forests of the Rocky Mountains that are dominated by Engelmann spruce (Picea engelmannii) and subalpine fir (Abies lasiocarpa) are expected to be sensitive to climate change. Additionally, these forests have experienced recent epidemic spruce beetle (Dendroctonus rufipennis) outbreaks that have often resulted in >95% mortality of overstory Enge… Show more

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Cited by 11 publications
(17 citation statements)
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“…Similarly, if it is a goal to preserve Engelmann spruce in areas threatened by climate change and increased bark beetles activity, management actions aimed at reducing drought stress are unlikely to directly affect spruce beetle susceptibility. However, management that maintains a diversity of age and size classes of trees (DeRose & Long, 2014), including small regenerating trees that are not susceptible to beetle attack, will be essential to keeping this species present on the landscape (e.g., Pettit, Burton, DeRose, Long, & Voelker, 2019), and allowing it additional time to adapt to climate change and/or migrate to nearby refugia.…”
Section: Discussionmentioning
confidence: 99%
“…Similarly, if it is a goal to preserve Engelmann spruce in areas threatened by climate change and increased bark beetles activity, management actions aimed at reducing drought stress are unlikely to directly affect spruce beetle susceptibility. However, management that maintains a diversity of age and size classes of trees (DeRose & Long, 2014), including small regenerating trees that are not susceptible to beetle attack, will be essential to keeping this species present on the landscape (e.g., Pettit, Burton, DeRose, Long, & Voelker, 2019), and allowing it additional time to adapt to climate change and/or migrate to nearby refugia.…”
Section: Discussionmentioning
confidence: 99%
“…We used a model comparison and selection process (Burnham and Anderson, 2003) to assess the influence of light, climate conditions, and plant development on trait variation within species. We used a stepwise process to compare a limited number of plausible linear mixed effects models that added terms in order of their empirical support in previous studies (Burton et al, 2014;Pettit et al, 2019). We compared model AICc values, a bias corrected version of Akaike's information criterion (AIC) for small samples to determine best-fit models, using the R package "AICcmodelavg" (Mazerolle, 2020).…”
Section: Guided Stepwise Linear Mixed Effects Model Selectionmentioning
confidence: 99%
“…Following bark beetle outbreak, abundant advance regeneration and new seedling establishment suggest that many forest stands have the potential to return to a similar structural state within a few decades [99,103,104]. Still, the composition and density of post-outbreak stands are highly variable due to outbreak severity, topography, weather, local microclimatic conditions, and prior disturbance by fire or blowdown that influence regeneration dynamics [57,101,[105][106][107][108]. Many of these same factors can also cause differences in individuallevel growth [57], leading to broad-scale variation in rates of post-disturbance recovery that may influence susceptibility to future disturbance [27,109].…”
Section: Patterns Of Bark Beetle-caused Tree Mortality In the Srmmentioning
confidence: 99%