Vegetation change as related to terrain factors at two glacier forefronts, Glacier National Park, Montana, U.S.A. | Journal of Mountain Science | Springer Nature Link
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Vegetation change as related to terrain factors at two glacier forefronts, Glacier National Park, Montana, U.S.A.
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16 January 2020
Volume 17
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2020
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Abstract
Glacier recession is a globally occurring trend. Although a rich body of work has documented glacial response to climate warming, few studies have assessed vegetation cover change in recently deglaciated areas, especially using geospatial technologies. Here, vegetation change at two glacier forefronts in Glacier National Park, Montana, U.S.A. was quantified through remote sensing analysis, fieldwork validation, and statistical modeling. Specifically, we assessed the spatial and temporal patterns of landcover change at the two glacier forefronts in Glacier National Park and determined the role of selected biophysical terrain factors (elevation, slope, aspect, solar radiation, flow accumulation, topographic wetness index, and surficial geology) on vegetation change (from non-vegetated to vegetated cover) at the deglaciated areas. Landsat imagery of the study locations in 1991, 2003, and 2015 were classified and validated using visual interpretation. Model results revealed geographic differences in biophysical correlates of vegetation change between the study areas, suggesting that terrain variation is a key factor affecting spatial-temporal patterns of vegetation change. At Jackson Glacier forefront, increases in vegetation over some portion or all of the study period were negatively associated with elevation, slope angle, and consolidated bedrock. At Grinnell Glacier forefront, increases in vegetation associated negatively with elevation and positively with solar radiation. Integrated geospatial and field approaches to the study of vegetation change in recently deglaciated terrain are recommended to understand and monitor processes and patterns of ongoing habitat change in rapidly changing mountain environments.
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References
Almeida JP, Montúfar R, Anthelme F (2013) Patterns and origin of intraspecific functional variability in a tropical alpine species along an altitudinal gradient. Plant Ecology Drivers 6: 423–433.
Article
Google Scholar
Augustin NH, Cummins RP, French DD (2001) Exploring spatial vegetation dynamics using logistic regression and a multinomial logit model. Journal of Applied Ecology 38(5): 991–1006.
Article
Google Scholar
Barry, RG (2008) Mountain weather and climate. Cambridge: Cambridge University Press.
Book
Google Scholar
Birkeland PW, Shroba RR, Burns SF, et al. (2003) Integrating soils and geomorphology in mountains—an example from the Front Range of Colorado. Geomorphology 55(1–4): 329–344.
Article
Google Scholar
Bolker BM, Brooks ME. Clark CJ, et al. (2009) Generalized linear mixed models: A practical guide for ecology and evolution. Trends in Ecology & Evolution 24(3): 127–135.
Article
Google Scholar
Bonan, GB (2008) Forests and climate change; forcings, feedbacks, and the climate benefits of forests. Science 320(5882): 1444–1449.
Article
Google Scholar
Bueno de Mesquita CP, Tillmann LS, Bernard CD, et al. (2018) Topographic heterogeneity explains patterns of vegetation response to climate change (1972–2008) across a mountain landscape, Niwot Ridge, Colorado. Arctic, Antarctic, and Alpine Research 50(1): 1–16.
Article
Google Scholar
Burga CA (1999) Vegetation development on the glacier forefield Morteratsch (Switzerland). Applied Vegetation Science 2(1): 17–24.
Article
Google Scholar
Butler DR, Malanson GP, Bekker MF, et al. (2003) Lithologic, structural, and geomorphic controls on ribbon forest patterns in a glaciated mountain environment. Geomorphology 55(1–4): 203–217.
Article
Google Scholar
Campbell JB, Resler LM (2015) Geomorphological Studies from Remote Sensing. In Prasad Thenkabail (Ed.), Remote Sensing of Water Resources, Disasters, and Urban Studies, 313. (vol. 2). London: Taylor and Francis.
Google Scholar
Carrara PE (1987) Holocene and latest Pleistocene glacial chronology, Glacier National Park, Montana. Canadian Journal of Earth Sciences 24(3): 387–395.
Article
Google Scholar
Carrara PE (1990) Surficial geologic map of Glacier National Park, Montana. United States Geological Survey, Report No. 1508D.
Carrara PE, McGimsey RG (1981) The late-neoglacial histories of the Agassiz and Jackson Glaciers, Glacier National Park, Montana. Arctic and Alpine Research, 13(2): 183–196.
Article
Google Scholar
Carrara PE, McGimsey RG (1988) Map showing distribution of moraines and extent of glaciers from the mid-19
th
century to 1979 in the Mount Jackson area, Glacier National Park, Montana. United States Geological Survey, Map I-1508-C.
Chapin DM, Bliss LC (1989) Seedling growth, physiology, and survivorship in a subalpine, volcanic environment. Ecology 70(5): 1325–1334.
Article
Google Scholar
Chapin FS, Walker LR, Fastie CL, et al. (1994) Mechanisms of primary succession following deglaciation at Glacier Bay, Alaska. Ecological Monographs 64(2): 149–175.
Article
Google Scholar
Cooper WS (1923) The recent ecological history of Glacier Bay, Alaska: The present vegetation cycle. Ecology 4(3): 223–246.
Article
Google Scholar
Corenblit D, Baas AC, Bornette W, et al. (2011) Feedbacks between geomorphology and biota controlling Earth surface processes and landforms: a review of foundation concepts and current understandings. Earth-Science Reviews 106(3–4): 307–331.
Article
Google Scholar
Cuesta F, Llambí LD, Huggel C, et al. (2019) New land in the Neotropics: a review of biotic community, ecosystem, and landscape transformations in the face of climate and glacier change. Regional Environmental Change 1–20.
D’Amico ME, Freppaz M, Filippa G, et al. (2014) Vegetation influence on soil formation rate in a proglacial chronosequence (Lys Glacier, NW Italian Alps). Catena 113: 122–137.
Article
Google Scholar
Dean CB, Ugarte MD, Militino AF, (2004). Penalized quasi-likelihood with spatially correlated data. Computational Statistics & Data Analysis 45(2): 235–248.
Article
Google Scholar
Diniz-Filho JAF, Bini LM, Hawkins BA (2003) Spatial autocorrelation and red herrings in geographical ecology. Global Ecology and Biogeography 12(1): 53–64.
Article
Google Scholar
Dixon JC, Thorn CE (2005) Chemical weathering and landscape development in mid-latitude alpine environments. Geomorphology 67(1–2): 127–145.
Article
Google Scholar
Dormann CF, McPherson JM, Araújo MB et al. (2007) Methods to account for spatial autocorrelation in the analysis of species distributional data: a review. Ecography 30(5): 609–628.
Article
Google Scholar
Dyurgerov MB, Meier M F (2000) Twentieth century climate change: evidence from small glaciers. Proceedings of the National Academy of Sciences 97(4): 1406–1411.
Article
Google Scholar
Eichel J, Corenbilt D, Dikau, R (2013) Conditions for feedbacks between geomorphic and vegetation dynamics on lateral moraine slopes: a biogeomorphic feedback window. Earth Surface Processes and Landforms 41(3): 406–419.
Article
Google Scholar
Erschbamer B, Niederfriniger Schlag R, Winkler E (2008) Colonization processes on a central alpine glacier foreland. Journal of Vegetation Science 19(6): 855–862.
Article
Google Scholar
Fagre DB, McKeon LA, Dick KA, et al. (2017) Glacier margin time series (1966, 1998, 2005, 2015) of the named glaciers of Glacier National Park, MT, USA. U.S. Geological Survey data release.
Fastie CL (1995) Causes and ecosystem consequences of multiple pathways of primary succession at Glacier Bay, Alaska. Ecology 76(6): 1899–1916.
Article
Google Scholar
Fenton CL, Fenton MA (1937) Belt series of the north: stratigraphy, sedimentation, paleontology. GSA Bulletin 48(12): 1873–1970.
Article
Google Scholar
Fischer A, Fickert T, Schwaizer G. et al. (2019). Vegetation dynamics in alpine glacier forelands tackled from space. Scientific Reports 9(1): 1–13. doi:
Article
Google Scholar
Foley JA, DeFries R., Asner GP, et al. (2005) Global consequences of land use. Science 309(5734): 570–574. DOI:
Article
Google Scholar
Folland CK, Karl TR, Salinger JM (2002). Observed climate variability and change. Weather 57(8): 269–278.
Article
Google Scholar
Giesler R, Högberg M, Högberg P. (1998) Soil chemistry and plants in Fennoscandian boreal forest as exemplified by a local gradient. Ecological Society of America 79(1): 119–137.
Google Scholar
Goff P, Butler DR (2016). James Dyson (1948) Shrinkage of Sperry and Grinnell Glaciers, Glacier National Park, Montana. Geographical Review 38(1): 95–103. Progress in Physical Geography 40(4): 616–621.
Google Scholar
Graae BJ, Vandvik V, Armbruster, et al. (2018) Stay or go—how topographic complexity influences alpine plant population and community responses to climate change. Perspectives in Plant Ecology, Evolution and Systematics 30: 41–50.
Article
Google Scholar
Hall MHP, Fagre DB (2003) Modeled climate-induced glacier change in Glacier National Park, 1850–2100 BioScience 53(2): 131–140.
Article
Google Scholar
Houle G (1997) Interactions between resources and abiotic conditions control plant performance on subarctic coastal dunes. American Journal of Botany 84(12): 1729–1737.
Article
Google Scholar
Jenny H (1980) The Soil Resource: Origins and Behavior. New York, NY: Springer-Verlag.
Book
Google Scholar
Johnson A (1980) Grinnell and Sperry Glaciers, Glacier National Park, Montana: A record of vanishing ice. United States Geological Survey Professional Paper no. 1180. U.S. Government Printing Office.
Jumpponen A, Väre H, Mattson KG, et al. (1999) Characterization of ‘safe sites’ for pioneers in primary succession on recently deglaciated terrain. Journal of Ecology 87(1): 98–105.
Article
Google Scholar
Key, CH, Fagre DB, Menicke RK (2002) Glacier retreat in Glacier National Park, Montana. In RM Krimmel, Satellite Image Atlas of Glaciers of the World, US Geological Survey. Professional Paper, J365–J375.
Klaar MJ, Kidd C, Malone E, et al. (2015) Vegetation succession in deglaciated landscapes: Implications for sediment and landscape stability. Earth Surface Processes and Landforms 40(8): 1088–1100.
Article
Google Scholar
Lichstein JW, Simons TR, Shriner SA, et al. (2002) Spatial autocorrelation and autoregressive models in ecology. Ecological Monographs 72(3): 445–463.
Article
Google Scholar
Lindkvist L, Lindqvist S (1997) Spatial and temporal variability of nocturnal summer frost in elevated complex terrain. Agricultural and Forest Meteorology 87(2–3): 139–153.
Article
Google Scholar
Liu Z, Chen R, Song Y, et al. (2015) Distribution and estimation of aboveground biomass of alpine shrubs along an altitudinal gradient in a small watershed of the Qilian Mountains, China. Journal of Mountain Science 12(4): 961–971.
Article
Google Scholar
Marcante S, Sierra-Almeida A, Spindelböck JP, et al. (2012) Frost as a limiting factor for recruitment and establishment of early development stages in an alpine glacier foreland? Journal of Vegetation Science 23(5): 858–868.
Article
Google Scholar
Matthes FE (1940). Committee on glaciers, 1939–40. Eos, Transactions American Geophysical Union 21(2): 396–406.
Article
Google Scholar
Matthews JA (1992) The ecology of recently deglaciated terrain: A geoecological approach to glacier forelands and primary succession. Cambridge, UK: Cambridge University Press.
Google Scholar
Messer AC (1984) A geographical investigation of soil development on glacier forelands in South-Central Norway. PhD thesis, University College, Cardiff.
Mizuno K (1998) Succession processes of alpine vegetation in response to glacial fluctuations of Tyndall Glacier, Mt. Kenya, Kenya. Arctic and Alpine Research 30(4): 340–348.
Article
Google Scholar
Myers-Smith IH, Hik DS, Forbes, et al. (2011) Shrub expansion in tundra ecosystems: dynamics, impacts and research priorities. Environmental Research Letters 6(4): 1–15.
Article
Google Scholar
National Snow and Ice Data Center. (2019). Facts about glaciers.
www.nsidc.org/
. (Accessed 22 May 2019).
Oerlemans J (2005). Extracting a climate signal from 169 glacier records. Science 308(5722): 675–677.
Article
Google Scholar
Oerlemans J, Kolk EJ (2002) Energy balance of a glacier surface: analysis of automatic weather station data from Morteratschgletscher, Switzerland. Arctic, Antarctic, and Alpine Research 34(4): 477–485.
Article
Google Scholar
Oregon State University (2004) PRISM Climate Group (created 4 Feb 2004). Retrieved from
, accessed on October 1, 2019.
Parmesan C (2006) Ecological and evolutionary responses to recent climate change. Annual Review of Ecology, Evolution, and Systematics 37(1): 637–669.
Article
Google Scholar
Pauchard A, Kueffer C, Dietz H, et al. (2009) Ain’t no mountain high enough: Plant invasions reaching new elevations. Frontiers in Ecology and the Environment 7(9): 479–486.
Article
Google Scholar
Pederson GT, Graumlich LJ, Fagre DB et al. (2010) A century of climate and ecosystem change in Western Montana: what do temperature trends portend?. Climatic Change 98(1–2): 133–154.
Article
Google Scholar
Pederson GT, Gray ST, Woodhouse CA et al. (2011) The unusual nature of recent snowpack declines in the North American Cordillera. Science 333(6040): 332–335.
Article
Google Scholar
Peterson DL (1998) Climate, limiting factors and environmental change in high-altitude forests of Western North America. In M. Beniston & J. L. Innes (Eds.), The Impacts of Climate Variability on Forests (pp. 191–208). Berlin, Heidelberg: Springer Berlin Heidelberg.
Chapter
Google Scholar
Pickett STA, Cadenasso ML, Meiners SJ (2009) Ever since Clements: From succession to vegetation dynamics and understanding to intervention. Applied Vegetation Science 12(1): 9–21.
Article
Google Scholar
Radula MW, Szymura TH, Szymura M (2018) Topographic wetness index explains soil moisture better than bioindication with Ellenberg’s indicator values. Ecological Indicators 85: 172–179.
Article
Google Scholar
Raffl C, Mallaun M, Mayer R, et al. (2006). Vegetation succession pattern and diversity changes in a glacier valley, Central Alps, Austria. Arctic, Antarctic, and Alpine Research 38(3): 421–428.
Article
Google Scholar
Resler LM, Butler DR, Malanson GP (2005) Topographic shelter and conifer establishment and mortality in an alpine environment, Glacier National Park, Montana. Physical Geography 26(2): 112–125.
Article
Google Scholar
Resler LM, Shao Y, Tomback D, Malanson GP (2014) Predicting functional role and occurrence of Whitebark Pine (
Pinus albicaulis
) at alpine treelines: Model accuracy and variable importance. Annals of the Association of American Geographers 104(4): 703–722.
Article
Google Scholar
Richards JA, Jia X (1999) Image classification methodologies. In J. A. Richards & X. Jia (Eds.), Remote Sensing Digital Image Analysis: An Introduction (259-291). Berlin, Heidelberg: Springer Berlin Heidelberg.
Chapter
Google Scholar
Ripley B, Venables B, Bates DM, et al. (2013) Package ‘mass’. CRAN Repos. Httpcran R-Proj. OrgwebpackagesMASSMASS pdf.
Robbins JA, Matthews JA (2010) Regional variation in successional trajectories and rates of vegetation change on glacier forelands in South-Central Norway. Arctic, Antarctic, and Alpine Research 42(3): 351–361.
Article
Google Scholar
Selkowitz DJ, Fagre DB, Reardon BA (2002). Interannual variations in snowpack in the Crown of the Continent Ecosystem. Hydrological Processes 16(18): 3651–3665.
Article
Google Scholar
Serra P, Pons X, Saurí D (2008). Land-cover and land-use change in a Mediterranean landscape: A spatial analysis of driving forces integrating biophysical and human factors. Applied Geography 28(3): 189–209.
Article
Google Scholar
Smith-Mckenna EK, Resler LM, Tomback DF, et al. (2013) Topographic influences on the distribution of white pine blister rust in Pinus albicaulis treeline communities. Écoscience 20(3): 215–229.
Article
Google Scholar
Sørensen R, Zinko U, Seibert J (2006) On the calculation of the topographic wetness index: Evaluation of different methods based on field observations. Hydrology and Earth System Sciences 10(1): 101–112.
Article
Google Scholar
Stueve KM, Isaacs RE, Tyrrell LE, et al. (2011) Spatial variability of biotic and abiotic tree establishment constraints across a treeline ecotone in the Alaska Range. Ecology 92(2): 496–506.
Article
Google Scholar
Suárez E. Orndahl K, Goodwin K (2015) Lava flows and moraines as corridors for early plant colonization of glacier forefronts on tropical volcanoes. Biotropica 47(6): 645–649.
Article
Google Scholar
Svoboda J, Hengry GHR (1987) Succession in marginal arctic environments. Arctic and Alpine Research 19(4): 373–384.
Article
Google Scholar
Thuiller W, Albert C, Araújo MB, et al. (2008) Predicting global change impacts on plant species’ distributions: Future challenges. Perspectives in Plant Ecology, Evolution and Systematics 9(3–4): 137–152.
Article
Google Scholar
Tilman D (1988) Plant strategies and the dynamics and structure of plant communities. Princeton, NJ: Princeton University Press.
Google Scholar
Venables WN, Ripley BD (2002) Modern applied statistics with S. New York, NY: Springer.
Book
Google Scholar
Walker LR, del Moral R (2011) Primary succession. eLS, 1–8.
Wang H, Shao Y, Kennedy LM (2014) Temporal generalization of sub-pixel vegetation mapping with multiple machine learning and atmospheric correction algorithms. International Journal of Remote Sensing 35(20): 7118–7135.
Article
Google Scholar
Whipple JW (1992) Geologic map of Glacier National Park, Montana. United States Geological Survey, Report No. 1508F.
Wookey PA, Aerts R, Bardgett RD (2009) Ecosystem feedbacks and cascade processes: understanding their role in the responses of Arctic and alpine ecosystems to environmental change. Global Change Biology 15(5): 1153–1172.
Article
Google Scholar
Young KR, Ponette-González AG, Polk MH et al. (2017). Snowlines and treelines in the tropical Andes. Annals of the American Association of Geographers 107(2): 429–440.
Article
Google Scholar
Yuan X, Wang W, Cui J, et al. (2017) Vegetation changes and land surface feedbacks drive shifts in local temperatures over Central Asia. Scientific Reports 7: 1–8. DOI:
Article
Google Scholar
Zemp M, Haeberli W, Hoelzle M, et al. (2006). Alpine glaciers to disappear within decades?. Geophysical Research Letters 33(13): L13504.
Article
Google Scholar
Zimmer A, Meneses RI, Rabatel A (2018) Time lag between glacial retreat and upward migration alters tropical alpine communities. Perspectives in Plant Ecology, Evolution and Systematics 30: 89–102.
Article
Google Scholar
Zinko U, Seibert J, Dynesius M, et al. (2005) Plant species numbers predicted by a topography-based groundwater flow index. Ecosystems 8(4): 430–441.
Article
Google Scholar
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Acknowledgements
The authors would like to thank Tara Carolin, Director of the Crown of the Continent LearningCenter Glacier National Park for providing logistical support and permitting, and Richard Menicke of National Park service for providing GIS data on moraines and ice boundaries. Stewart Scales and Peter Forister produced maps for Figure 1. Financial support was provided by the Virginia Tech, Department of Geography, Sidman P. Poole Endowment.
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Department of Geography, Virginia Tech, 220 Stanger Street, Blacksburg, VA, 24061, USA
Callie B. Lambert, Lynn M. Resler & Yang Shao
Department of Geography, Texas State University, San Marcos, TX, 78666, USA
David R. Butler
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Lambert, C.B., Resler, L.M., Shao, Y.
et al.
Vegetation change as related to terrain factors at two glacier forefronts, Glacier National Park, Montana, U.S.A..
J. Mt. Sci.
17
, 1–15 (2020). https://doi.org/10.1007/s11629-019-5603-8
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Received
24 May 2019
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29 November 2019
Published
16 January 2020
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Keywords
Land cover change
Physical geography
Glacial forefronts
Vegetation change
Glacier National Park
Terrain factors
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