Bird response to future climate and forest management focused on mitigating climate change
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Global temperatures are projected to increase and affect forests and wildlife populations. Forest management can potentially mitigate climate-induced changes through promoting carbon sequestration, forest resilience, and facilitated change.
We modeled direct and indirect effects of climate change on avian abundance through changes in forest landscapes and assessed impacts on bird abundances of forest management strategies designed to mitigate climate change effects.
We coupled a Bayesian hierarchical model with a spatially explicit landscape simulation model (LANDIS PRO) to predict avian relative abundance. We considered multiple climate scenarios and forest management scenarios focused on carbon sequestration, forest resilience, and facilitated change over 100 years.
Management had a greater impact on avian abundance (almost 50% change under some scenarios) than climate (<3% change) and only early successional and coniferous forest showed significant change in percent cover across time. The northern bobwhite was the only species that changed in abundance due to climate-induced changes in vegetation. Northern bobwhite, prairie warbler, and blue-winged warbler generally increased in response to warming temperatures but prairie warbler exhibited a non-linear response and began to decline as summer maximum temperatures exceeded 36 °C at the end of the century.
Linking empirical models with process-based landscape change models can be an effective way to predict climate change and management impacts on wildlife, but time frames greater than 100 years may be required to see climate related effects. We suggest that future research carefully consider species-specific effects and interactions between management and climate.
KeywordsAvian abundance Climate change Forest management Empirical model Ecosystem process based model Forest landscape change model
We thank the many volunteers collecting North American Breeding Bird Survey counts, without whose efforts this study would not have been possible. This project was funded by the USDA Forest Service Northern Research Station, Department of Interior USGS Northeast Climate Science Center graduate fellowships, and the University of Missouri-Columbia. Its contents are solely the responsibility of the authors and do not necessarily represent views of the Northeast Climate Science Center or the USGS. This manuscript is submitted for publication with the understanding that the United States Government is authorized to reproduce and distribute reprints for Governmental purposes.
- Blizzard EM, Kabrick JM, Dey DC, Larsen DR, Pallardy SG, Gwaze DP (2013) Light, canopy closure, and overstory retention in upland Ozark forests. In: Guldin, James M (eds) Proceedings of the 15th biennial southern silvicultural research conference. e-Gen. Tech. Rep. SRS-GTR-175. U.S. Department of Agriculture, AshevilleGoogle Scholar
- Brandt L, He H, Iverson L, Thompson FR III, Butler P, Handler S, Janowiak M, Shannon PD, Swanston C, Albrecht M, Blume-Weaver R, Deizman P, DePuy J, Dijak WD, Dinkel G, Fei S, Jones-Farrand DT, Leahy M, Matthews S, Nelson P, Oberle B, Perez J, Peters M, Prasad A, Schneiderman JE, Shuey J. Smith AB, Studyvin C, Tirpak JM, Walk JW, Wang WJ, Watts L, Weigel D, Westin S (2014) Central Hardwoods ecosystem vulnerability assessment and synthesis: a report from the Central Hardwoods Climate Change Response Framework Project. Gen. Tech. Rep. NRS-124. U.S. Department of Agriculture, Forest Service, Newtown SquareGoogle Scholar
- Dijak WD (2013) Landscape Builder: software for the creation of initial landscapes for LANDIS from FIA data. Comput Ecol Softw 3:17–25Google Scholar
- Gill FB, Canterbury RA, Confer JL (2001) Blue-winged warbler (Vermivora pinus). In: Poole A (ed) The birds of North America online. Cornell Lab of Ornithology, Ithaca. Retrieved from the birds of North America Online http://bna.birds.cornell.edu/bna/species/584
- Gingrich SF (1967) Measuring and evaluating stocking and stand density in upland hardwood forest in the Central States. For Sci 13:38–53Google Scholar
- IPCC (2007) Climate change 2007: Synthesis Report. In: Core Writing Team, Pachauri, RK, Reisinger A (eds) Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate, IPCC, GenevaGoogle Scholar
- Janowiak MK, Swanston CW, Nagel LM, Brandt LA, Butler PR, Handler SD, Shannon PD, Iverson LR, Matthews SN, Prasad A, Peters MP (2014) A practical approach for translating climate change adaptation principles into forest management actions. J For 112:424–433Google Scholar
- Karstensen KA (2010) Land-cover change in the Ozark Highlands, 1973–2000: U.S. Geological Survey Open-File Report 2010–1198, p 13Google Scholar
- LeBrun JJ (2015) A landscape-scale assessment of the response of birds to land cover, climate, and forest management. Dissertation, University of Missouri, ColumbiaGoogle Scholar
- McNab WH, Avers PE (1994) Ecological subregions of the United States. Report number WO-WSA-5, prepared in cooperation with Regional Compilers and the ECO MAP Team of the Forest Service July 1994, US Forest Service. http://www.fs.fed.us/land/pubs/ecoregions/toc.html
- McNab WH, Cleland DT, Freeouf JA, Keys Jr JE, Nowacki GJ, Carpenter CA (2007) Description of ecological subregions: sections of the conterminous United States. USDA Forest Service Gen. Tech. Rep. WO-76B, WashingtonGoogle Scholar
- Python Software Foundation (2013) Python language reference, version 2.6.9. Available at http://www.python.org
- RStudio Team (2014) RStudio: integrated development environment for R (Version 0.98.1091), BostonGoogle Scholar
- Schneiderman JE (2015) Climate change in the Missouri Central Hardwood Region: consequences for forest landscapes, and management strategies. Dissertation, University of Missouri, ColumbiaGoogle Scholar
- Shifley SR, Brookshire BL (2000) Missouri Ozark Forest Ecosystem Project: site history, soils, landforms, woody and herbaceous vegetation, down wood, and inventory methods for the landscape experiment, General Technical Report NC-208. Department of Agriculture, Forest Service, U.S., p 31CrossRefGoogle Scholar
- Stoner AMK, Hayhoe K, Yang X (2011) Downscaled climate 905 projections by Katharine Hayhoe. http://cida.usgs.gov/906climate/hayhoe_projections.jsp. Accessed 01 Nov 2011
- U.S. NABCI Committee (2000) North American bird conservation initiative: bird conservation region descriptions. U.S. Fish and Wildlife Service, ArlingtonGoogle Scholar
- Yahner RH (2000) Long-term effects even-aged management Central Pennsylvania. Wildl Soc Bull 28:1102–1110Google Scholar