Skip to main content

Advertisement

Log in

Climatic, landform, microtopographic, and overstory canopy controls of tree invasion in a subalpine meadow landscape, Oregon Cascades, USA

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

Abstract

Tree invasions have been documented throughout Northern Hemisphere high elevation meadows, as well as globally in many grass and forb-dominated ecosystems. Tree invasions are often associated with large-scale changes in climate or disturbance regimes, but are fundamentally driven by regeneration processes influenced by interactions between climatic, topographic, and biotic factors at multiple spatial scales. The purpose of this research was to quantify spatiotemporal patterns of meadow invasion; and how climate, larger landforms, topography, and overstory trees have interactively influenced tree invasion. We combined airborne Light Detection and Ranging (LiDAR) characterizations of landforms, topography, and overstory vegetation with historical climate, field measurements of snow depth, tree abundance, and tree ages to reconstruct spatial and temporal patterns of tree invasion over five decades in a subalpine meadow complex in the Oregon Cascade Range, USA. Proportion of meadow occupied by trees increased from 8 % in 1950 to 35 % in 2007. Larger landforms, topography, and tree canopies interactively mediated regional climatic controls of tree invasion by modifying depth and persistence of snow pack, while tree canopies also influenced seed source availability. Landscape context played an important role mediating snow depth and tree invasion; on glacial landforms tree invasion was negatively associated with spring snowfall, but on debris flows tree invasion was not associated with snow fall. The importance of snow, uncertain climate change impacts on snow, and mediation of snow by interacting and context dependent factors in complex mountain terrain poses substantial hurdles for understanding how these ecotones may respond to future climate conditions.

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

Similar content being viewed by others

References

  • Applequist MB (1958) A simple pith locator for use with off-center increment cores. J For 56:141–143

    Google Scholar 

  • Bond WJ, Woodward FI, Midgley GF (2005) The global distribution of ecosystems in a world without fire. New Phytol 165:525–537

    Article  PubMed  CAS  Google Scholar 

  • Bowman DMJS, Walsh A, Milne DJ (2001) Forest expansion and grassland contraction within a Eucalyptus savanna matrix between 1941 and 1994 at Litchfield National Park in the Australian monsoon tropics. Glob Ecol Biogeogr 10:535–548

    Article  Google Scholar 

  • Briggs JM, Hoch GA, Johnson LC (2002) Assessing the rate, mechanisms, and consequences of the conversion of tallgrass prairie to Juniperus virginiana forest. Ecosystems 5:578–586

    Article  Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and multimodel inference, 2nd edn. Springer, New York

    Google Scholar 

  • Carklin RE, Franklin JF, Both J, Smith CE (1978) Seeding habits of upper-slope tree species IV. Seed flight of noble and Pacific silver fir. USDA Forest Service, Research Note PNW-312. Pacific Northwest Forest and Range Experimental Station, Portland

  • del Moral R, Titus JH, Cook AM (1995) Early primary succession on Mount St. Helens, Washington, USA. J Veg Sci 6:107–120

    Article  Google Scholar 

  • Didier L (2001) Invasion patterns of European larch and Swiss stone pine in subalpine pastures in the French Alps. For Ecol Manag 145:67–77

    Article  Google Scholar 

  • Dirnböck T, Dullinger S, Grabherr G (2003) A regional impact assessment of climate and land-use change on alpine vegetation. J Biogeogr 30:401–417

    Article  Google Scholar 

  • Dovčiak M, Frelich LE, Reich PB (2005) Pathways in old-field succession to white pine: seed rain, shade, and climate effects. Ecol Monogr 75:363–378

    Article  Google Scholar 

  • Dovčiak M, Hrivnák R, Ujházy K, Gömöry D (2008) Seed rain and environmental controls on invasion of Picea abies into grassland. Plant Ecol 194:135–148

    Article  Google Scholar 

  • Foley JA, Kutzback JE, Coe MT, Levis S (1994) Feedbacks between climate and boreal forests during the Holocene Epoch. Nature 371:52–54

    Article  Google Scholar 

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

    Article  CAS  Google Scholar 

  • Franklin JF, Smith CE (1974) Seeding habits of upper-slope tree species II. Dispersal of a mountain hemlock seed crop on a clearcut. USDA Forest Service, Research Note PNW-214. Pacific Northwest Forest and Range Experimental Station, Portland

  • Geddes CA, Brown DG, Fagre DB (2005) Topography and vegetation as predictors of snow water equivalent across the alpine treeline ecotone at Lee Ridge, Glacier National Park, Montana, U.S.A. Arct Antarct Alp Res 37:197–205

    Article  Google Scholar 

  • Gehrig-Fasel J, Guisan A, Zimmerman NE (2007) Tree line shifts in the Swiss Alps: climate change or land abandonment? J Veg Sci 18:571–582

    Article  Google Scholar 

  • Good P, Lowe J (2006) Emergent behavior and uncertainty in multimodel climate projections of precipitation trends at small spatial scales. J Clim 19:5554–5569

    Article  Google Scholar 

  • Gray AN, Spies TA (1997) Microsite controls on tree seedling establishment in conifer forest canopy gaps. Ecology 78:2458–2473

    Article  Google Scholar 

  • Greene DF, Johnson EA (1996) Wind dispersal of seeds from a forest into a clearing. Ecology 77:595–609

    Article  Google Scholar 

  • Greene DF, Johnson EA (1997) Secondary dispersal of tree seeds on snow. J Ecol 85:329–340

    Article  Google Scholar 

  • Halpern CB, Antos JA, Rice JM, Haugo RD, Lang NL (2010) Tree invasion of a montane meadow complex: temporal trends, spatial patterns, and biotic interactions. J Veg Sci 21:717–732

    Google Scholar 

  • Harsch MA, Hulme PE, McGlone MS, Duncan RP (2009) Are treelines advancing? A global meta-analysis of treeline response to climate warming. Ecol Lett 12:1040–1049

    Article  PubMed  Google Scholar 

  • Haugo RD, Halpern CB, Bakker JD (2011) Landscape context and long-term tree influences shape the dynamics of forest-meadow ecotones in mountain ecosystems. Ecosphere 2:art91

    Google Scholar 

  • Holtmeier F-K, Broll G (1992) The influence of tree islands and microtopography on pedoecological conditions in the forest-alpine tundra ecotone in Niwot Ridge, Colorado Front Range, U.S.A. Arct Alp Res 24:216–228

    Article  Google Scholar 

  • Holtmeier F-K, Broll G (2005) Sensitivity and response of northern hemisphere altitudinal and polar treelines to environment change at landscape and local scales. Glob Ecol Biogeogr 14:395–410

    Article  Google Scholar 

  • Knapp AK, Briggs JM, Collins SL, Archer SR, Bret-Harte MS, Ewers BE, Peters DP, Young DR, Shaver GR, Pendall E, Cleary MB (2008) Shrub encroachment in North American grasslands: shifts in growth form dominance rapidly alters control of ecosystem carbon inputs. Glob Change Biol 14:615–623

    Article  Google Scholar 

  • Körner C (1998) A re-assessment of high elevation treeline positions and their explanation. Oecologia 115:445–459

    Article  Google Scholar 

  • Kuramoto RT, Bliss LC (1970) Ecology of subalpine meadows in the Olympic Mountains, Washington. Ecol Monogr 40:317–345

    Article  Google Scholar 

  • Lefsky MA, Cohen WB, Parker GG, Harding DJ (2002) Lidar remote sensing for ecosystem studies. Bioscience 52:19–30

    Article  Google Scholar 

  • Lescop-Sinclair K, Payette S (1995) Recent advance of the arctic treeline along the eastern coast of Hudson Bay. J Ecol 83:929–936

    Article  Google Scholar 

  • Lloyd AH, Graumlich LJ (1997) Holocene dynamics of treeline forests in the Sierra Nevada. Ecology 78:1199–1210

    Article  Google Scholar 

  • Maher EL, Germino MJ (2006) Microsite differentiation among conifer species during seedling establishment at alpine treeline. Ecoscience 13:334–341

    Article  Google Scholar 

  • Mantua NJ, Hare SR, Zhang Y, Wallace JM, Francis RC (1997) A Pacific interdecadal climate oscillation with impacts on salmon production. Bull Am Meteorol Soc 78:1069–1079

    Article  Google Scholar 

  • McCune B, Mefford MJ (2004) Hyperniche nonparametric multiplicative habitat modeling, Version 1.39. MjM Software, Gleneden Beach

  • Miller EA, Halpern CB (1998) Effects of environment and grazing disturbance on tree establishment in meadows of the central Cascade Range, Oregon, USA. J Veg Sci 9:265–282

    Article  CAS  Google Scholar 

  • Moir WH, Rochelle SG, Schoettle AW (1999) Microscale patterns of tree establishment near upper treeline, Snowy Range, Wyoming, U.S.A. Arct Antarct Alp Res 31:379–388

    Article  Google Scholar 

  • Mote PW (2003) Trends in snow water equivalent in the Pacific Northwest and their climatic causes. Geophys Res Lett 30:1–4

    Article  Google Scholar 

  • Mote PW, Salathé EP (2010) Future climate in the Pacific Northwest. Clim Change 102:29–50

    Article  Google Scholar 

  • O’Connor JE, Costa JE (1993) Geologic and hydrologic hazards in glacierized basins in North America resulting from 19th and 20th century global warming. Nat Hazards 8:121–140

    Article  Google Scholar 

  • O’Connor JE, Hardison JH III, Costa JE (2001) Debris flows from failures of neoglacial-age moraine damns in the Three Sisters and Mount Jefferson Wilderness Areas, Oregon. U.S. Geological Survey Professional Paper 1606

  • 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 

  • Pierce KB, Lookingbill T, Urban D (2005) A simple method for estimating potential relative radiation (PRR) for landscape-scale vegetation analysis. Landscape Ecol 20:137–147

    Article  Google Scholar 

  • Prichard SJ, Peterson DL, Hammer RD (2000) Carbon distribution in subalpine forests and meadows of the Olympic Mountains, Washington. Soil Sci Soc Am J 64:1834–1845

    Article  CAS  Google Scholar 

  • Rakestraw L, Rakestraw M (1991) History of the Willamette National Forest. USDA Willamette National Forest, Eugene

    Google Scholar 

  • Randin CF, Engler R, Normand S, Zappa M, Zimmermann NE, Pearman PB, Vittoz P, Thuiller W, Guisan A (2009) Climate change and plant distribution: local models predict high-elevation persistence. Glob Change Biol 15:1557–1569

    Article  Google Scholar 

  • Rochefort MR, Peterson DL (1996) Temporal and spatial distribution of trees in subalpine meadows of Mount Rainier National Park, Washington, U.S.A. Arct Alp Res 28:52–59

    Article  Google Scholar 

  • Sala OE, Chapin FS, Armesto JJ, Berlow E, Bloomfield J, Dirzo R, Huber-Sanwald E, Huenneke LF, Jackson RB, Kinzig A, Leemans R, Lodge DM, Mooney HA, Oesterheld M, Poff NL, Sykes MT, Walker BH, Walker M, Wall DH (2000) Global biodiversity scenarios for the year 2100. Science 287:1770–1774

    Google Scholar 

  • Salathé EP, Steed R, Mass CF, Zahn PH (2008) A high-resolution climate model of the U.S. Pacific Northwest: mesoscale feedbacks and local responses to climate change. J Clim 21:5708–5726

    Article  Google Scholar 

  • SAS Institute Inc (2008) SAS/STAT user’s guide, Version 9.2. SAS Institute, Cary

  • Scholes RJ, Archer SR (1997) Tree-grass interactions in savannas 1. Annu Rev Ecol Syst 28:517–544

    Article  Google Scholar 

  • Scott WE (1977) Quaternary glaciation and volcanism, Metolius river area, Oregon. Geol Soc Am Bull 88:113–124

    Article  Google Scholar 

  • Storck P, Lettenmaier DP (2002) Measurement of snow interception and canopy effects on snow accumulation and melt in a mountainous maritime climate, Oregon, United States. Water Resour Res 38:1223–1238

    Article  Google Scholar 

  • Trujillo E, Ramirez JA, Elder KJ (2007) Topographic, meteorologic, and canopy controls on the scaling characteristics of the spatial distribution of snow depth fields. Water Resour Res 43:W07409

    Google Scholar 

  • Wigley BJ, Bond WJ, Hoffman MT (2010) Thicket expansion in a South African savanna under divergent land use: local vs. global drivers? Glob Change Biol 16:964–976

    Article  Google Scholar 

  • Williams CJ, McNamara JP, Chandler DG (2009) Controls on the temporal and spatial variability of soil moisture in a mountainous landscape: the signature of snow and complex terrain. Hydrol Earth Syst Sci 13:1325–1336

    Article  Google Scholar 

  • Winstral A, Elder K, Davis RE (2002) Spatial snow modeling of wind-redistributed snow using terrain-based parameters. J Hydrometeorol 3:524–538

    Article  Google Scholar 

  • Woodward A, Silsbee DG, Schreiner EG, Means JE (1995) Influence of climate on radial growth and cone production in subalpine fir (Abies lasiocarpa) and mountain hemlock (Tsuga mertensiana). Can J For Res 24:1133–1143

    Article  Google Scholar 

  • Yamaguchi DK (1991) A simple method for cross-dating increment cores from living trees. Can J For Res 21:414–416

    Article  Google Scholar 

  • Zald HSJ (2010) Patterns of tree establishment and vegetation composition in a subalpine meadow landscape, Jefferson Park, Oregon, USA. PhD Dissertation, Oregon State University, Corvallis

Download references

Acknowledgments

Funding was provided by: the USDA Forest Service, Pacific Northwest Research Station, Forest Inventory and Analysis Program; The Native Plant Society of Oregon, and the Hoener Memorial Fellowship program at Oregon State University. Special thanks to A. Gonsiewski for field data collection, K. Olsen for GIS assistance, and the Willamette National Forest. We thank C. Halpern, B. McCune, A. Gray, M. Wing, and two anonymous reviewers for providing helpful suggestions to improve this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Harold S. J. Zald.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zald, H.S.J., Spies, T.A., Huso, M. et al. Climatic, landform, microtopographic, and overstory canopy controls of tree invasion in a subalpine meadow landscape, Oregon Cascades, USA. Landscape Ecol 27, 1197–1212 (2012). https://doi.org/10.1007/s10980-012-9774-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10980-012-9774-8

Keywords

Navigation