Skip to main content

Advertisement

Log in

Modeling postglacial vegetation dynamics of temperate forests on the Olympic Peninsula (WA, USA) with special regard to snowpack

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

Past and future forest composition and distribution in temperate mountain ranges is strongly influenced by temperature and snowpack. We used LANDCLIM, a spatially explicit, dynamic vegetation model, to simulate forest dynamics for the last 16,000 years and compared the simulation results to pollen and macrofossil records at five sites on the Olympic Peninsula (Washington, USA). To address the hydrological effects of climate-driven variations in snowpack on simulated forest dynamics, we added a simple snow accumulation-and-melt module to the vegetation model and compared simulations with and without the module. LANDCLIM produced realistic present-day species composition with respect to elevation and precipitation gradients. Over the last 16,000 years, simulations driven by transient climate data from an atmosphere-ocean general circulation model (AOGCM) and by a chironomid-based temperature reconstruction captured Late-glacial to Late Holocene transitions in forest communities. Overall, the reconstruction-driven vegetation simulations matched observed vegetation changes better than the AOGCM-driven simulations. This study also indicates that forest composition is very sensitive to snowpack-mediated changes in soil moisture. Simulations without the snow module showed a strong effect of snowpack on key bioclimatic variables and species composition at higher elevations. A projected upward shift of the snow line and a decrease in snowpack might lead to drastic changes in mountain forests composition and even a shift to dry meadows due to insufficient moisture availability in shallow alpine soils.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Agee JK (1996) Fire ecology of Pacific northwest forests. Island Press, Washington, D.C.

    Google Scholar 

  • Barron JA, Heusser L, Herbert T, Lyle M (2003) High-resolution climatic evolution of coastal northern California during the past 16,000 years. Paleoceanography 18:1020. doi:10.1029/2002PA000768

    Article  Google Scholar 

  • Brown KJ, Hebda RJ (2002) Origin, development, and dynamics of coastal temperate conifer rainforests of southern Vancouver Island, Canada. Can J For Res 32:353–372. doi:10.1139/x01-197

    Article  Google Scholar 

  • Bugmann HKM, Solomon AM (2000) Explaining forest composition and biomass across multiple biogeographical regions. Ecol Appl 10:95–114. doi:10.2307/2640989

    Article  Google Scholar 

  • Burns RM, Honkala BH (1990a) Silvics of North America: Conifers. U.S. Department of Agriculture, Forest Service Agriculture Handbook 654

  • Burns RM, Honkala BH (1990b) Silvics of North America: Hardwoods. U.S. Department of Agriculture, Forest Service Agriculture Handbook 654

  • Chase M, Bleskie C, Walker IR, et al. (2008) Midge-inferred Holocene summer temperatures in southeastern British Columbia, Canada. Palaeogeogr Palaeoclimatol Palaeoecol 257:244–259

    Article  Google Scholar 

  • Clague JJ, Mathewes RW, Buhay WM, Edwards TR (1992) Early Holocene climate at castle peak, south Coast Mountains, British Columbia, Canada. Palaeogeogr Palaeoclimatol Palaeoecol 95:153–167

    Article  Google Scholar 

  • Cwynar LC (1987) Fire and forest history of the North Cascade range. Ecology 68:791–802

    Article  Google Scholar 

  • Daly C, Halbleib M, Smith JI, et al. (2008) Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States. Int J Climatol 28:2031–2064. doi:10.1002/joc.1688

    Article  Google Scholar 

  • ECOSHARE (2015) - Interagency Clearinghouse of Ecological Information. http://ecoshare.info/2009/12/07/nw-washington-core-data. Accessed 30 Jul 2015

  • Ettinger AK, Ford KR, HilleRisLambers J (2011) Climate determines upper, but not lower, altitudinal range limits of Pacific northwest conifers. Ecology 92:1323–1331

    Article  Google Scholar 

  • Fisher DM (2013) Postglacial transient dynamics of Olympic Peninsula forests: comparing predictions and observations. University of Oregon, M.S. Thesis

    Google Scholar 

  • Fonda RW, Bliss LC (1969) Forest vegetation of the montane and subalpine zones, Olympic Mountains, Washington. Ecol Monogr 39:271–301

    Article  Google Scholar 

  • Franklin JE, Dyrness CT (1988) Natural vegetation of Oregon and Washington. Oregon State University Press, Corvallis OR

    Google Scholar 

  • Gavin DG, Brubaker LB (2015) Late Pleistocene and Holocene environmental change on the Olympic Peninsula, Washington. Springer International Publishing, Cham

    Book  Google Scholar 

  • Gavin DG, McLachlan JS, Brubaker LB, Young KA (2001) Postglacial history of subalpine forests, Olympic Peninsula, Washington, USA. The Holocene 11:177–188

    Article  Google Scholar 

  • Gavin DG, Brubaker LB, McLachlan JS, Oswald WW (2005) Correspondence of pollen assemblages with forest zones across steep environmental gradients, Olympic Peninsula, Washington, USA. The Holocene 15:648–662

    Article  Google Scholar 

  • Gavin DG, Brubaker LB, Greenwald ND (2013) Postglacial climate and fire-mediated vegetation change on the western Olympic Peninsula, Washington (USA). Ecol Monogr 83:471–489

    Article  Google Scholar 

  • Hansen HP (1947) Postglacial forest succession, climate, and chronology in the Pacific northwest. American Philosophical Society, Philadelphia, PA

    Google Scholar 

  • Henderson JA, Lesher RD, Peter DH, Ringo CD (2011) A Landscape Model for Predicting Potential Natural Vegetation of the Olympic Peninsula USA Using Boundary Equations and Newly Developed Environmental Variables. USDA Forest Service General Technical Report PNW-GTR-941, Portland, OR

  • Henne PD, Elkin C, Colombaroli D, et al. (2012) Impacts of changing climate and land use on vegetation dynamics in a Mediterranean ecosystem: insights from paleoecology and dynamic modeling. Landsc Ecol 28(5):519–533

    Google Scholar 

  • Jiménez-Moreno G, Anderson RS (2013) Pollen and macrofossil evidence of late Pleistocene and Holocene treeline fluctuations from an alpine lake in Colorado, USA. The Holocene 23:68–77

    Article  Google Scholar 

  • Kienast SS, McKay JL (2001) Sea surface temperatures in the subarctic Northeast Pacific reflect millennial-scale climate oscillations during the last 16 kyrs. Geophys Res Lett 28:1563–1566

    Article  Google Scholar 

  • Kuramoto RT, Bliss LC (1970) Ecology of subalpine meadows in the Olympic Mountains, Washington. Ecol Monogr 40:317–347

    Article  Google Scholar 

  • Littell J, Oneil E, McKenzie D, et al. (2010) Forest ecosystems, disturbance, and climatic change in Washington state, USA. Clim Chang 102:129–158. doi:10.1007/s10584-010-9858-x

    Article  Google Scholar 

  • Liu Z, Otto-Bliesner BL, He F, et al. (2009) Transient simulation of last deglaciation with a new mechanism for Bolling-Allerod warming. Science 325:310–314. doi:10.1126/science.1171041

    Article  Google Scholar 

  • McCabe GJ, Wolock DM (2009) Recent declines in western U.S. snowpack in the context of twentieth-century climate variability. Earth Interact 13:1–15

    Article  Google Scholar 

  • McKenzie D, Peterson DW, Peterson DL, Thornton PE (2003) Climatic and biophysical controls on conifer species distributions in mountain forests of Washington state, USA. J Biogeogr 30:1093–1108

    Article  Google Scholar 

  • McLachlan J, Brubaker LB (1995) Local and regional vegetation change on the northeastern Olympic Peninsula during the Holocene. Can J Bot 73:1618–1627

    Article  Google Scholar 

  • McMahon SM, Harrison SP, Armbruster WS, et al. (2011) Improving assessment and modelling of climate change impacts on global terrestrial biodiversity. Trends Ecol Evol 26:249–259. doi:10.1016/j.tree.2011.02.012

    Article  Google Scholar 

  • Mensing S, Korfmacher J, Minckley T, Musselman R (2012) A 15,000 year record of vegetation and climate change from a treeline lake in the Rocky Mountains, Wyoming, USA. The Holocene 22:739–748

    Article  Google Scholar 

  • Miller PA, Giesecke T, Hickler T, et al. (2008) Exploring climatic and biotic controls on Holocene vegetation change in Fennoscandia. J Ecol 96:247–259. doi:10.1111/j.1365-2745.2007.01342.x

    Article  Google Scholar 

  • Mote PW, Hamlet AF, Clark MP, Lettenmaier DP (2005) Declining mountain snowpack in western North America. Bull Amer Meteor Soc 86:39–49. doi:10.1175/BAMS-86-1-39

    Article  Google Scholar 

  • Nakawatase JM, Peterson DL (2006) Spatial variability in forest growth - climate relationships in the Olympic Mountains, Washington. Can J For Res 36:77–91. doi:10.1139/X05-224

    Article  Google Scholar 

  • Nolin AW, Daly C (2006) Mapping “at risk” snow in the Pacific northwest. J Hydrometeorol 7:1164–1171. doi:10.1175/JHM543.1

    Article  Google Scholar 

  • Palmer S, Walker I, Heinrichs M, Scudder G (2002) Postglacial midge community change and Holocene palaeotemperaturereconstructions near treeline, southern British Columbia (Canada). J Paleolimnol 28:469–490. doi:10.1023/A:1021644122727

    Article  Google Scholar 

  • Peterson DW, Peterson DL (2001) Mountain hemlock growth responds to climatic variability at annual and decadal time scales. Ecology 82:3330–3345

    Article  Google Scholar 

  • Prentice IC, Bartlein PJ, Webb T III (1991) Vegetation and climate change in eastern North America since the last glacial maximum. Ecology:2038–2056

  • Rosenberg SA, Walker IR, Mathewes RW, Hallett DJ (2004) Midge-inferred Holocene climate history of two subalpine lakes in southern British Columbia, Canada. The Holocene 14:258–271

    Article  Google Scholar 

  • Salathé E Jr, Leung LR, Qian Y, Zhang Y (2010) Regional climate model projections for the state of Washington. Clim Chang 102:51–75. doi:10.1007/s10584-010-9849-y

    Article  Google Scholar 

  • Schumacher S, Bugmann H, Mladenoff DJ (2004) Improving the formulation of tree growth and succession in a spatially explicit landscape model: modelling disturbance and succession in forest landscapes using LANDIS. Ecol Model 180:175–194

    Article  Google Scholar 

  • Schumacher S, Reineking B, Sibold J, Bugmann H (2006) Modeling the impact of climate and vegetation on fire regimes in mountain landscapes. Landsc Ecol 21:539–554

    Article  Google Scholar 

  • Schwörer C, Henne PD, Tinner W (2014) A model-data comparison of Holocene timberline changes in the Swiss alps reveals past and future drivers of mountain forest dynamics. Glob Chang Biol 20:1512–1526

    Article  Google Scholar 

  • Shuman B, Newby P, Huang Y, Webb T III (2004) Evidence for the close climatic control of New England vegetation history. Ecology 85:1297–1310

    Article  Google Scholar 

  • Smith SH, Bell JF, Herman FR, See T (1984) Growth and yield of Sitka spruce and western hemlock at Cascade head experimental Forest. Oregon. U.S, Department of Agriculture, Forest Service, Portland, OR

    Google Scholar 

  • Thrippleton T, Dolos K, Perry GLW, et al. (2014) Simulating long-term vegetation dynamics using a forest landscape model: the post-Taupo succession on Mt Hauhungatahi, North Island, New Zealand. N Z J Ecol 38:26–38. doi:10.2307/24060820

    Google Scholar 

  • Tinner W (2007) Treeline studies. In: Elias SA (ed) Encyclopedia of Quaternary science, 1st edn. Elsevier, Amsterdam, pp. 2374–2384

    Google Scholar 

  • Whitlock C (1992) Vegetational and climatic history of the Pacific-northwest during the last 20000 years - implications for understanding present-day biodiversity. Northwest Env J 8:5–28

    Google Scholar 

  • Woodward FI (1987) Climate and plant distribution. Cambridge University Press, Cambridge

    Google Scholar 

  • Woodward A, Schreiner EG, Silsbee DG (1995) Climate, geography, and tree establishment in subalpine meadows of the Olympic Mountains, Washington, U.S.A. Arct Alp Res 27:217–225

    Article  Google Scholar 

  • Zolbrod AN, Peterson DL (1999) Response of high-elevation forests in the Olympic Mountains to climatic change. Can J For Res 29:1966–1978

    Article  Google Scholar 

Download references

Acknowledgments

This study was supported by a grant from the Swiss National Science Foundation (No. 155458 to Schwörer). We would like to thank Harald Bugmann and Alavaro Gutierrez for help with the species parameterization and two anonymous reviewers for improving a previous version of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christoph Schwörer.

Electronic supplementary material

ESM 1

(PDF 9.52 mb)

Table S1

(DOCX 68 kb)

Table S2

(DOCX 107 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Schwörer, C., Fisher, D.M., Gavin, D.G. et al. Modeling postglacial vegetation dynamics of temperate forests on the Olympic Peninsula (WA, USA) with special regard to snowpack. Climatic Change 137, 379–394 (2016). https://doi.org/10.1007/s10584-016-1696-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-016-1696-z

Keywords

Navigation