Skip to main content

Advertisement

Log in

Characterizing combined fire and insect outbreak disturbance regimes in British Columbia, Canada

  • Research Article
  • Published:
Landscape Ecology Aims and scope Submit manuscript

Abstract

Context

Fires and insect outbreaks are important agents of forest landscape change, but the classification and distribution of these combined processes remain unstudied aspects of forest disturbance regimes.

Objectives

We sought to map areas of land characterized by homogenous fire regime (HFR) attributes and by distinctive combinations of fire, bark beetles and defoliating insect outbreaks, and how their distribution might change should current climatic trends continue.

Methods

We used a 41-year history of mapped fires and forest insect outbreaks to classify HFRs and combined fire and insect disturbance regimes (HDRs). Spatially constrained cluster analysis of 2524 20-km grid cells used mean annual area burned, ignition Julian date, fire size and fire frequency to delineate HFR zones. Mean annual areas burned, affected by bark beetles, and affected by defoliators were used to delineate HDR zones. Random forests classification used climate associations of HDRs to project likely changes in their distribution.

Results

Eighteen HFR zones accounted for 30% of variance, compared to 27 HDR zones accounting for 59% of variance. Fire regime designation had low predictive power in explaining 23 homogenous insect outbreak regimes or the 27 HDRs. Climate change projections indicate a northward migration of current HDR zones. Conditions suitable for defoliator outbreaks are projected to increase, resulting in a projected increase in the total rate of forest disturbance.

Conclusions

When describing forest disturbance regimes, it is important to consider the combined and possibly interacting agents of tree mortality, which can result in emergent properties not predictable from any single agent.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Anonymous (1995). Biodiversity guidebook. Forest practices code of british columbia. B.C Ministry of Forests and B.C. Environment. https://www.for.gov.bc.ca/hfd/library/documents/bib19715.pdf. Accessed 17 Dec 2017

  • Arora VK, Boer GJ (2010) Uncertainties in the 20th century carbon budget associated with land use change. Glob Change Biol 16(12):3327–3348

    Article  Google Scholar 

  • Assunção RM, Neves MC, Câmara G, da Costa Freitas, C (2006) Efficient regionalization techniques for socio-economic geographical units using minimum spanning trees. Int J Geogr Info Sci 20:797–811

    Article  Google Scholar 

  • Baskerville GL (1975) Spruce budworm: super silviculturist. For Chron 51(4):138–140

    Article  Google Scholar 

  • Bentz BJ, Régnière J, Fettig CJ, Hansen EM, Hayes JL, Hicke JA, Kelsey RG, Negrón JF, Seybold SJ (2010) Climate change and bark beetles of the western United States and Canada: direct and indirect effects. Bioscience 60(8):602–613

    Article  Google Scholar 

  • Bergeron Y, Leduc A (1998) Relationships between change in fire frequency and mortality due to spruce budworm outbreak in the southeastern Canadian Boreal Forest. J Veg Sci 9(4):492–500

    Article  Google Scholar 

  • Boulanger Y, Gauthier S, Burton PJ, Vaillancourt M-A (2012) An alternative fire regime zonation for Canada. Int J Wildland Fire 21(8):1052–1064

    Article  Google Scholar 

  • Boulanger Y, Gauthier S, Burton PJ (2014) A refinement of models projecting future Canadian fire regimes using homogeneous fire regime zones. Can J For Res 44(4):365–376

    Article  CAS  Google Scholar 

  • Buma B (2015) Disturbance interactions: characterization, prediction, and the potential for cascading effects. Ecosphere 6(4):70

    Article  Google Scholar 

  • Burton PJ, Boulanger Y (2018) Data from: characterizing combined fire and insect outbreak disturbance regimes in British Columbia. Dryad Digit Repository, Canada. https://doi.org/10.5061/dryad.94v5f82

    Book  Google Scholar 

  • Burton P, Taylor S, Thandi G (2005) Challenges in defining the disturbance regimes of northern British Columbia. J Ecosyst Manag 6(2):119–123. http://jem-online.org/index.php/jem/article/view/316/235

  • CCFM (Canadian Council of Forest Ministers) (2012) Forest pest monitoring in Canada: current situation, compatibilities, gaps and proposed enhanced monitoring program. Canadian Forest Service, Natural Resources Canada. http://www.ccfm.org/pdf/PestMonitoring_2012_en.pdf. Accessed 6 Nov 2017

  • Cohen WB, Spies TA, Alig RJ, Oetter DR, Maiersperger TK, Fiorella M (2002) Characterizing 23 years (1972–95) of stand replacement disturbance in western Oregon forests with Landsat imagery. Ecosystems 5(2):122–137

    Article  Google Scholar 

  • Cutler DR, Edwards TC, Beard KH, Cutler A, Hess KT, Gibson J, Lawler JJ (2007) Random forests for classification in ecology. Ecology 88(11):2783–2792

    Article  Google Scholar 

  • Daniels LD, Gray RW (2006) Disturbance regimes in coastal British Columbia. J Ecosyst Manag 7(2):44–56

    Google Scholar 

  • DeLong SC (2007) Implementation of natural disturbance-based management in northern British Columbia. For Chron 83(3):338–346

    Article  Google Scholar 

  • Geertsema M, Clague JJ, Schwab JW, Evans SG (2006) An overview of recent large catastrophic landslides in northern British Columbia, Canada. Eng Geol 83(1–3):120–143

    Article  Google Scholar 

  • Gordon AD (1999) Classification, 2nd edn. Chapman and Hall, London

    Google Scholar 

  • Guo D (2008) Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP). Int J Geogr Inf Sci 22:801–823

    Article  Google Scholar 

  • Guo D (2011) REDCAP: a zonation toolkit (version 2.0.0)—User manual. Department of Geography, University of South Carolina

  • Guo D, Wang H (2011) Automatic region building for spatial analysis. Trans GIS 15:29–45

    Article  Google Scholar 

  • Haughian SR, Burton PJ, Taylor SW, Curry C (2012) Expected effects of climate change on forest disturbance regimes in British Columbia. J Ecosyst Manag 13(1):1–24. http://jem-online.org/index.php/jem/article/view/152

    Google Scholar 

  • Henning C (2015) Fpc: Flexible procedures for clustering. R package version 2.1-10. https://CRAN.R-project.org/package=fpc

  • Hof AR, Dymond CC, Mladenoff DJ (2017) Climate change mitigation through adaptation: the effectiveness of forest diversification by novel tree planting regimes. Ecosphere 8(11):e01981

    Article  Google Scholar 

  • IPCC (Intergovernmental Panel on Climate Change) (2007) Impacts, Adaptation and Vulnerability. Working Group II Report, IPCC Fourth Assessment Report. Cambridge University Press, Cambridge

  • Kasischke ES, Turetsky MR (2006) Recent changes in the fire regime across the North American boreal region—spatial and temporal patterns of burning across Canada and Alaska. Geophys Res Lett 33(9):L09703. https://doi.org/10.1029/2006GL025677

    Article  Google Scholar 

  • Malley JD, Kruppa J, Dasgupta A, Malley KG, Ziegler A (2012) Probability machines: consistent probability estimation using nonparametric learning machines. Methods Inf Med 51(1):74–81

    Article  CAS  Google Scholar 

  • McCloskey SPJ,  Daniels LD, McLean JA (2009) Potential impacts of climate change on Western Hemlock Looper outbreaks. Northwest Sci 83:225–238

    Article  Google Scholar 

  • Morgan P, Hardy CC, Swetnam TW, Rollins MG, Long DG (2001) Mapping fire regimes across time and space: understanding coarse and fine-scale fire patterns. Int J Wildland Fire 10(4):329–342

    Article  Google Scholar 

  • Murdock TQ, Taylor SW, Flower A, Mehlenbacher A, Montenegro A, Zwiers FW, Alfaro R, Spittlehouse DL (2013) Pest outbreak distribution and forest management impacts in a changing climate in British Columbia. Environ Sci Policy 26:75–89

    Article  Google Scholar 

  • R Core Team (2016) R: a language and environment for statistical computing R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org

  • Régnière J, Nealis V, Porter K (2009) Climate suitability and management of the gypsy moth invasion into Canada. Biol Invas 11(1):135–148

    Article  Google Scholar 

  • Runkle JR (1985) Disturbance regimes in temperate forests. In: Pickett STA, White PS (eds) The ecology of natural disturbance and patch dynamics. Academic Press, Cambridge, pp 17–33

    Google Scholar 

  • Schulte LA, Mladenoff DJ (2005) Severe wind and fire regimes in northern forests: historical variability at the regional scale. Ecology 86:431–445

    Article  Google Scholar 

  • Segal M, Xiao Y (2011) Multivariate random forests. Wiley Interdisciplinary Rev 1:80–87

    Google Scholar 

  • Stocks BJ, Mason JA, Todd JB, Bosch EM, Wotton BM, Amiro BD, Flannigan MD, Hirsch KG, Logan KA, Martell DL, Skinner WR (2002) Large forest fires in Canada, 1959–1997. J Geophys Res 108:8149

    Article  Google Scholar 

  • Taylor SW (2006) Development and analysis of a british columbia natural disturbance database. Final report for project Y06-2233 to B.C. Forest Science Program. Pacific Forestry Centre, Canadian Forest Service, Nat Resour Canada. p. 22. https://www.for.gov.bc.ca/hfd/library/fia/2006/FSP_Y062233.pdf. Accessed 7 Nov 2017

  • Turner MG, Gardner RH (2015) Landscape disturbance dynamics. In: Turner MG et al (eds) Landscape ecology in theory and practice: pattern and PROCESS. Springer, New York, pp 175–228

    Google Scholar 

  • Wang T, Hamann A, Spittlehouse D, Murdock TN (2012) ClimateWNA: high-resolution spatial climate data for western North America. J Appl Meteorol. Climatol 51:16–29

    Article  Google Scholar 

  • Weed AS, Ayres MP, Hicke JA (2013) Consequences of climate change for biotic disturbances in North American forests. Ecol Monogr 83(4):441–470

    Article  Google Scholar 

  • White JC, Wulder MA, Hermosilla T, Coops NC, Hobart GW (2017) A nationwide annual characterization of 25 years of forest disturbance and recovery for Canada using Landsat time series. Remote Sens Environ 194:303–321

    Article  Google Scholar 

  • Wong C, Dorner B, Sandmann H (2003) Estimating historical variability of natural disturbances in British Columbia. Land Management Handbook 53. B.C. Ministry of Forests and B.C. Ministry of Sustainable Resource Management. p. 140

  • Woods AJ, Heppner D, Kope HH, Burleigh J, Maclauchlan L (2010) Forest health and climate change: a British Columbia perspective. For Chron 86(4):412–422

    Article  Google Scholar 

  • Wotton BM, Nock CA, Flannigan MD (2010) Forest fire occurrence and climate change in Canada. Int J Wildland Fire 19(3):253–271

    Article  Google Scholar 

  • Wright MN (2016) Ranger: a fast implementation of random forests. R package version 0.6.0. https://CRAN.R-project.org/package=ranger

Download references

Acknowledgements

We thank Steve Taylor and Gurp Thandi for compiling the B.C. Natural Disturbance Database, and Bryan Pettit for preparing the gridded polygon intersections and summaries. This work was supported by the Future Forest Ecosystems Science Council of British Columbia (Project FFESC-B1-2009-12), the Forest Change Program of the Canadian Forest Service (Natural Resources Canada), and the Research Office of the University of Northern British Columbia (Fund 26911). The constructive suggestions of two anonymous reviewers are gratefully acknowledged.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Philip J. Burton.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOC 3114 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Burton, P.J., Boulanger, Y. Characterizing combined fire and insect outbreak disturbance regimes in British Columbia, Canada. Landscape Ecol 33, 1997–2011 (2018). https://doi.org/10.1007/s10980-018-0710-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10980-018-0710-4

Keywords

Navigation