Evidence map›Paper›PMID 35226183›Full record

ArticleOecologia2022

Numbers matter: how irruptive bark beetles initiate transition to self-sustaining behavior during landscape-altering outbreaks.

Michael Howe, Kenneth F Raffa, Brian H Aukema, Claudio Gratton, Allan L Carroll

Abstract read
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In one paragraph

Article in Oecologia, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Spatial and temporal patterns of bark beetle and defoliator outbreaks, and their interactions, in the Pacific Northwest.Ecological applications : a publication of the Ecological Society of America · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Michael HoweDepartment of Entomology, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Kenneth F RaffaDepartment of Entomology, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Brian H AukemaDepartment of Entomology, University of Minnesota, St. Paul, MN, 55108, USA.
Claudio GrattonDepartment of Entomology, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Allan L CarrollDepartment of Forest & Conservation Sciences, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada. allan.carroll@ubc.ca.ORCID http://orcid.org/0000-0003-1820-0759

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Irruptive forest insects such as bark beetles undergo intermittent outbreaks that cause landscape-scale tree mortality. Despite their enormous economic and ecological impacts, we still have only limited understanding of the dynamics by which populations transition from normally stable endemic to irruptive densities. We investigated density-dependent changes in mountain pine beetle reliance on stressed hosts, host selection, spatial configuration of attacks, and the interaction of host selection and spatial configuration by performing a complete census of lodgepole pine across six stands and 6 years. In addition, we compared the dynamics of mountain pine beetle with those of other bark beetles. We found that as population size increased, reliance on stressed trees decreased and new attacks shifted to larger trees with thicker phloem and higher growth rates that can support higher offspring production. Moreover, the spatial configuration of beetle-attacked trees shifted from random to spatially aggregated. Further, we found evidence that beetle utilization of larger trees was related to aggregation behavior as the size of tree attacked was positively correlated at 10-25 m, within the effective distance of pheromone-mediated signaling. In contrast, non-irruptive bark beetle species did not exhibit such density-dependent spatial aggregation at the stand scale or switches in host selection behavior. These results identify how density-dependent linkages between spatial configuration and host utilization can converge to drive population transitions from endemic to irruptive phases. Specifically, a combination of stand-level spatial aggregation, behavioral shifts, and higher quality of attainable hosts defines a critical threshold beyond which continual population growth becomes self-driving.

Indexed as

ColeopteraPinusWeevilsAnimalsDisease OutbreaksPlant BarkTreesBark beetlesDensity dependenceFeedbacksPhase transitionsPopulation dynamics

Identifiers

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.