Abstract
Natural resource managers face the need to develop strategies to adapt to projected future climates. Few existing climate adaptation frameworks prescribe where to place management actions to be most effective under anticipated future climate conditions. We developed an approach to spatially allocate climate adaptation actions and applied the method to whitebark pine (WBP; Pinus albicaulis) in the Greater Yellowstone Ecosystem (GYE). WBP is expected to be vulnerable to climate-mediated shifts in suitable habitat, pests, pathogens, and fire. We spatially prioritized management actions aimed at mitigating climate impacts to WBP under two management strategies: (1) current management and (2) climate-informed management. The current strategy reflected management actions permissible under existing policy and access constraints. Our goal was to understand how consideration of climate might alter the placement of management actions, so the climate-informed strategies did not include these constraints. The spatial distribution of actions differed among the current and climate-informed management strategies, with 33–60% more wilderness area prioritized for action under climate-informed management. High priority areas for implementing management actions include the 1–8% of the GYE where current and climate-informed management agreed, since this is where actions are most likely to be successful in the long-term and where current management permits implementation. Areas where climate-informed strategies agreed with one another but not with current management (6–22% of the GYE) are potential locations for experimental testing of management actions. Our method for spatial climate adaptation planning is applicable to any species for which information regarding climate vulnerability and climate-mediated risk factors is available.
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References
Allen CD et al. (2010) A global overview of drought and heat-induced tree mortality reveals emerging climate change risk for forests. For Ecol Manag 259:660–684
Archie KM, Dilling L, Milford JB, Pampel FC (2012) Climate change and western public lands: a survey of U.S. federal land managers on the status of adaptation efforts. Ecol Soc 17:20. https://doi.org/10.5751/es-05187-170420
Arno SF, Hoff RJ (1989) Silvics of whitebark pine (Pinus albicaulis). U.S. Department of Agriculture, Forest Service, Intermountain Research Station, Ogden, Utah, General Technical Report INT-253
Bell DM, Bradford JB, Laurenroth WK (2013) Early indicators of change: divergent climate envelopes between tree life stages imply range shifts in the western United States. Glob Ecol Biogeogr 23:168–180
Bentz BJ et al. (2010) Climate change and bark beetles of the western United States and Canada: direct and indirect effects. Bioscience 60:602–613
Bierbaum R et al. (2013) A comprehensive review of climate adaptation planning in the United States: more than before, but less than needed. Mitig Adapt Strateg Glob Change 18:361–406
Buotte PC, Hicke JA, Preisler HK, Abatzoglou JT, Raffa KF, Logan JA (2016) Climate influences on whitebark pine mortality from mountain pine beetle in the Greater Yellowstone Ecosystem. Ecol Appl 26:2507–2524. https://doi.org/10.1002/eap.1396
Chang T (2015) Historic and projected climate change in the Greater Yellowstone Ecosystem. Yellow Sci 23:14–19
Chang T, Hansen AJ (2015) Historic and projected climate change in the Greater Yellowstone Ecosystem. Yellow Sci 23:14–19
Chang T, Hansen AJ, Piekielek N (2014) Patterns and variability of projected bioclimatic habitat for Pinus albicaulis in the Greater Yellowstone Area. PLoS ONE 9:e111669. doi:111610.111371/journal.pone.0111669
Cole KL, Ironside K, Eischeid J, Garfin G, Duffy PB, Toney C (2011) Past and ongoing shifts in Joshua tree distribution support future modeled range contraction. Ecol Appl 21:137–149. https://doi.org/10.1890/09-1800.1
Coops NC, Waring RH (2011) Estimating the vulnerability of fifteen tree species under changing climate in Northwest North America. Ecol Modell 222:2119–2129
Crookston NL, Rehfeldt GE, Dixon GE, Weiskittel AR (2010) Addressing climate change in the forest vegetation simulator to assess impacts on landscape forest dynamics. For Ecol Manag 260:1198–1211
Cross MS, McCarthy Pd, Garfin G, Gori D, Enquist CAF (2012a) Accelerating adaptation of natural resource management to address climate change. Conserv Biol 27:4–13
Cross MS et al. (2012b) The Adaptation for Conservation Targets (ACT) Framework: a tool for incorporating climate change into natural resource management. Environ Manag 50:341–351
Despain D (1990) Yellowstone Vegetation. Consequences of environment and history in a natural setting. Roberts Rhinehart, Boulder, CO, USA
Geils BW, Hummer KE, Hunt RS (2010) White pines, Ribes, and blister rust: a review and synthesis. For Pathol 40:147–185
Glick P, Chmura H, Stein BA (2011a) Moving the conservation goal posts: a review of climate adaptation literature. National Wildlife Federation, Washington, DC, USA
Glick P, Stein BA, Edelson N (2011b) Scanning the conservation horizon: a guide to climate change vulnerability assessment. National Wildlife Federation, Washington, DC, USA
Gray LK, Gylander T, Mbogga MS, Chen P-y, Hamann A (2011) Assisted migration to address climate change: recommendations for aspen reforestation in western Canada. Ecol Appl 21:1591–1603. https://doi.org/10.1890/10-1054.1
Greater Yellowstone Coordinating Committee Whitebark Pine Subcommittee (GYCC WBSC) (2011) Whitebark Pine Strategy for the Greater Yellowstone Area. Greater Yellowstone Coordinating Committee, Bozeman, MT
Halofsky JE, Peterson DL (2016) Climate change vulnerabilities and adaptation options for forest vegetation management in the northwestern USA. Atmosphere 7 https://doi.org/10.3390/atmos7030046
Hansen AJ, Ireland KB, Legg K, Keane RE, Barge E, Jenkins MB, Pillet M (2016) Complex challenges of maintaining whitebark pine in Greater Yellowstone under climate change: a call for innovative research, management, and policy approaches. Forests 7:54. https://doi.org/10.3390/f7030054
Hansen AJ, Phillips L (2015) Which tree species and biome types are most vulnerable to climate change in the US Northern Rocky Mountains? For Ecol Manag 338:68–83
Hansen L, Gregg RM, Arroyo V, Ellsworth S, Jackson L, Snover A (2013) The state of adaptation in the United States: an overview. A report for the John D. and Catherine T. MacArthur Foundation. Ecoadapt, Bainbridge Island, WA, USA
Hatala JA, Dietze MC, Crabtree RL, Kendall K, Six D, Moorcroft PR (2010) An ecosystem-scale model for the spread of a host-specific forest pathogen in the Greater Yellowstone Ecosystem. Ecol Appl 21:1138–1153
Heller NE, Zavaleta ES (2009) Biodiversity management in the face of climate change: a review of 22 years of recommendations. Biol Conserv 142:14–32
Hennon PE, D’Amore DV, Schaberg PG, Witter PG, Shanley CS (2012) Shifting climate, altered niche, and a dynamic conservation strategy for yellow-cedar in the North Pacific coastal rainforest. Bioscience 62:147–158
Holling CS (1978) Adaptive environmental assessment and management. John Wiley and Sons, New York, NY
IPCC (2014) Climate Change 2014: Synthesis Report. Contribution of working groups I, II, and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC, Geneva, Switzerland
Jacobs J, Weaver T (1990) Effects of temperature and temperature preconditioning on seedling performance of whitebark pine. In: Schmidt WC, McDonald KJ (eds) Symposium on whitebark pine ecosystems: ecology and management of a high-mountain resource. U.S. Department of Agriculture, Forest Service, Intermountain Research Station, Ogden, UT, USA, pp. 134–139. General Technical Report INT-GTR-270
Keane RE (2000) The importance of wilderness to whitebark pine research and management. Proceedings of the symposium: Wilderness Science: In a time for change. Volume 3: Wilderness as a Place for Scientific Inquiry. McCool, Stephen F, Cole David N, Borrie, William T, O'Loughlin, Jennifer (eds). USDA Forest Service, Missoula, MT, USA, pp. 84–93. General Technical Report RMRS-P-15-VOL-3
Keane RE, Holsinger LM, Mahalovich MF, Tomback DF (2016) Evaluating future success of whitebark pine ecosystem restoration under climate change using simulation modeling. Restor Ecol 25:220–233
Keane RE, Holsinger LM, Mahalovich MF, Tomback DF (2017) Restoring whitebark pine ecosystems in the face of climate change. U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, Fort Collins, CO, USA, General Technical Report RMRS-GTR-361
Keane RE, Loehman RA, Holsinger LM (2011) The FireBGCv2 landscape fire succession model: a research simulation platform for exploring fire and vegetation dynamics. United States Department of Agriculture, Forest Service, Rocky Mountain Research Station, Fort Collins, CO, General Technical Report-255
Keane RE et al. (2012) A range-wide restoration strategy for whitebark pine (Pinus albicaulis). U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, Fort Collins, CO, USA, General Technical Report RMRS-GTR-279
Kemp KB, Blades JJ, Klos PZ, Hall TE, Force JE, Morgan P, Tinkham WT (2015) Managing for climate change on federal lands of the western United States: perceived usefulness of climate science, effectiveness of adaptation strategies, and barriers to implementation. Ecol Soc 20:17. https://doi.org/10.5751/ES-07522-200217
Kliejunas JT, Geils BW, Glaeser JM, Goheen EM, Hennon P, Mee-Sook K, Kope H, Stone J, Sturrock R, Frankel SJ (2009) Review of literature on climate change and forest diseases of western North America. U.S. Department of Agriculture, Forest Service, Pacific Southwest Research Station, Albany, CA, USA, General Technical Report PSW-GTR-255
Landres P (2010) Let it be: A Hands-off Approach to Preserving Wilderness in Protected Areas. In: Cole DN, Yung L (eds) Beyond Naturalness: Rethinking Park and Wilderness Stewardship in an Era of Rapid Change. Island Press, Washington, DC, USA, pp 88–105
Lawler JJ et al. (2010) Resource management in a changing and uncertain climate. Front Ecol Environ 8:35–43
Lemieux CJ, Thompson JL, Dawson J, Schuster RM (2013) Natural resource manager perceptions of agency performance on climate change. Environ Manag 114:178–189
Littell S, Peterson DL, Millar CI, O’Halloran KA (2011) U.S. National forests adapt to climate change through science-management partnerships. Clim Change https://doi.org/10.1007/s10584-011-0066-0
Long E, Biber E (2014) The Wilderness Act and climate change adaptation. Environ Law 44:632–691
Marston RA, Anderson PD (1991) Watersheds and vegetation of the Greater Yellowstone Ecosystem. Conserv Biol 5:338–346
McKinney DW, Pedlar JH, Rood RB, Price D (2011) Revisiting projected shifts in the climate envelopes of North American trees using updated general circulation models. Glob Change Biol 17:2720–2730
Millar CI, Stephenson NL, Stephens SL (2007) Climate change and forests of the future: managing in the face of uncertainty. Ecol Appl 17:2145–2151
Millar CI, Swanston CW, Peterson DL (2014) Adapting to climate change. In: Peterson DL, Vose JM, Patel-Wynand T (eds) Climate change and United States forests. Ch. 8. Springer, Dordrecht, The Netherlands, pp. 183–222
Mimura N et al. (2014) Adaptation planning and implementation. In: Field CB et al. (eds) Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 869–898
Morelli TL, Yeh S, Smith N, Hennessy MB, Millar CI (2012) Climate project screening tool: an aid for climate change adaptation. U.S. Department of Agriculture, Forest Service, Pacific Southwest Research Station, Albany, CA, Res. Pap. PSW-RP-263
National Park Service (2013) Using scenarios to explore climate change: a handbook for practioners. National Park Service Climate Change Response Program, Fort Collins, CO
Nelson R, Cross MS, Hansen L, Tabor GM (2016) A three-step decision support framework for climate adaptation: selecting climate-informed conservation goals and strategies for native salmonids in the northern U.S. Rockies. Wildlife Conservation Society, EcoAdapt, Center for Large Landscape Conservation, Bozeman, MT, USA
Nitschke CR, Innes JL (2008) Integrating climate change into forest management in South-Central British Columbia: an assessment of landscape vulnerability and development of a climate-smart framework. For Ecol Manag 256:313–327
Ogden AE, Innes JL (2009) Application of structured decision making to an assessment of climate change vulnerabilities and adaptation options for sustainable forest management. Ecol Soc 14:1–11
Olliff ST, Monahan WB, Kelly V, Theobald DM (2016) Approaches, challenges, and opportunities for climate-smart adaptation. In: Hansen AJ, Monahan WB, Theobald DM, Olliff ST (eds) Climate change in wildlands: pioneering approaches to science and management. Ch. 13. Island Press, Washington, D.C
Pearson RG, Dawson TP (2003) Predicting the impacts of climate change on the distribution of species: are bioclimatic envelope models useful? Glob Ecol Biogeogr 12:361–371
Perry GLW, Enright NJ (2006) Spatial modelling of vegetation change in dynamic landscapes: a review of methods and applications. Progress Phys Geogr 30:47–72
Peterson DL, Millar CI, Joyce LA, Furniss MJ, Halofsky JE, Neilson RP, Morrelli TL (2011) Responding to climate change in National Forests: a guidebook for developing adaptation options. U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, OR, Gen. Tech. Rep. PNW-GTR-855
Peterson GD, Cumming GS, Carpenter SR (2003) Scenario planning: a tool for conservation in an uncertain world. Conserv Biol 17:358–366
Piekielek N, Hansen AJ, Chang T (2015) Using custom scientific workflow software and GIS to inform protected area climate adaptation planning across the Greater Yellowstone. Ecol Inform 30:40–48
Schrag AM, Bunn AG, Graumlich LJ (2008) Influence of bioclimatic variables on tree-line conifer distribution in the Greater Yellowstone Ecosystem: implications for species of conservation concern. J Biogeogr 35:698–710. https://doi.org/10.1111/j.1365-2699.2007.01815.x
Sepulveda AJ et al. (2015) The shifting climate portfolio of the Greater Yellowstone Area. PLoS ONE 10:e0145060. doi:0145010.0141371/journal.pone.0145060
Serra-Varela M, Alia R, Daniels RR, Zimmerman NE, Gonzalo-Jimenez J, Grivet D (2017) Assessing vulnerability of two Mediterranean conifers to support genetic conservation management in the face of climate change. Diversity and distributions (In press) https://doi.org/10.1111/ddi.12544
Shanahan E, Irvine KM, Roberts DW, Litt A, Legg K, Daley R (2014) Status of whitebark pine in the Greater Yellowstone Ecosystem: A step-trend analysis comparing 2004-2007 to 2008-2011. U. S. Department of the Interior, National Park Service, Fort Collins, CO, USA, https://irma.nps.gov/App/Reference/Profile/2216554 Natural Resource Technical Report NPS/GRYN/NRTR— 2014/917
Shanahan EA (2015) Personal communication. Department of political science. Montana State University, Bozeman, MT, USA
Shepperd WD (2004) Techniques to restore aspen forests in the western U.S. Trans West Sect Wildl Soc 40:52–60
Stein BA, Glick P, Edelson N, Staudt A (2014) Climate-smart conservation: putting adaptation principles into practice. National Wildlife Federation, Washington, D. C
Stephenson NL, Millar CI (2012) Climate change: Wilderness’ greatest challenge. Park Sci 28:34–38
Swanston CW, Janowiak MK (2012) Forest adaptation resources: climate change tools and approaches for land managers. U.S. Department of the Interior, Bureau of Land Management, Denver, CO, Gen. Tech. Rep. NRS-87
The Conservation Measures Partnership (2008) Open standards for the practice of conservation, Version 3.0, http://cmp-openstandards.org/wp-content/uploads/2014/03/CMP-OS-V3-0-Final.pdf. Viewed 7 March 2017
Thuiller W, Lavorel S, Araújo MB, Sykes MT, Prentice IC (2005) Climate change threats to plant diversity in Europe. Proc Natl Acad Sci USA 102:8245–8250. https://doi.org/10.1073/pnas.0409902102
U.S. Fish and Wildlife Service (2011) Listing of whitebark pine ruling at: http://www.fws.gov/mountain-prairie/species/plants/whitebarkpine
U.S. Geological Survey (USGS) (2006) Federal lands of the United States. U.S. Geological Survey, Reston, VA, https://catalog.data.gov/harvest/object/6bec8d3c-fff4-4037-8028-9b1d7ff64814/html/original
van de Gevel SL, Larson ER, Grissino-Meyer HD (2017) Separating trends in whitebark pine radial growth related to climate and mountain pine beetle outbreaks in the Northern Rocky Mountains, USA. Forests 8 https://doi.org/10.3390/f8060195
Walters C (1986) Adaptive management of renewable resources. Macmillan, New York, NY, USA
Warwell MV, Rehfeldt GE, Crookston NL (2007) Modeling contemporary climate profiles of whitebark pine (Pinus albicaulis) and predicting responses to global warming. Paper presented at the Proceedings of the Conference on Whitebark Pine: A Pacific Coast Perspective Forest Service R6-NR-FHP-2007-01, U.S. Department of Agriculture, Ashland, OR, USA. 26–27 August 2006
Weaver T (1994) Vegetation distribution and production in Rocky Mountain climates- with emphasis on whitebark pine. In: Schmidt WC, Holtmeier FK (eds) Proceedings International workshop on subalpine stone pines and their environments: the status of our knowledge. US Department of Agriculture Forest Service, Ogden, UT, pp. 142–152. General Technical Report INT-GTR-309
West JM et al. (2009) US natural resources and climate change: Concepts and approaches for management adaptation. Environ Manag 44:1001–1021. https://doi.org/10.1007/s00267-009-9345-1
Westerling AL, Hidalgo HG, Cayan DR, Swetnam TW (2006) Warming and earlier spring increase western U.S. forest wildfire activity. Science 313:940–943
Willows RI, Connell RK (eds) (2003) Climate adaptation: risk, uncertainty and decision-making. United Kingdom Climate Impacts Programme technical report. United Kingdom Climate Impacts Program, Oxford, U.K
Worrall JJ, Rehfeldt GE, Hamman A, Hogg EH, Marchetti SB, Michaelian M, Gray LK (2013) Recent declines of Populus tremuloides in North America linked to climate. For Ecol Manag 299:35–51. https://doi.org/10.1016/j.foreco.2012.12.033
Acknowledgements
We would like to thank the Greater Yellowstone Coordinating Committee’s Whitebark Pine Subcommittee for providing data, guidance on development of our spatial prioritization, and feedback on both mapping efforts as well as early manuscript drafts. Ellen Jungck, the chair of the Subcommittee, was especially helpful in coordinating meeting and information sharing with the Subcommittee. Tony Chang and Nate Piekielek provided spatial predictions of climate suitability for whitebark pine and other tree species in the GYE. Tony Chang, additionally, provided assistance with developing analysis methods. Linda Phillips assisted with analysis of land classes within whitebark pine’s current distribution. Comments by two anonymous reviewers improved the manuscript. Funding was provided by the North Central Climate Sciences Center, the Montana NSF EPSCoR Initiative, and the Great Northern Conservation Cooperative (F15AC01086).
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Ireland, K.B., Hansen, A.J., Keane, R.E. et al. Putting Climate Adaptation on the Map: Developing Spatial Management Strategies for Whitebark Pine in the Greater Yellowstone Ecosystem. Environmental Management 61, 981–1001 (2018). https://doi.org/10.1007/s00267-018-1029-2
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DOI: https://doi.org/10.1007/s00267-018-1029-2