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Regular Articles

Arctic‐alpine vegetation biomass is driven by fine‐scale abiotic heterogeneity

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Pages 549-560 | Received 22 May 2013, Accepted 03 May 2014, Published online: 15 Nov 2016

References

  • Anderson, M.J. and Gribble, N.A., 1998. Partitioning the variation among spatial, temporal and environmental components in a multivariate data set. Australian Journal of Ecology, 23, 158–167.
  • Axmanová, I., Tichý L., Fajmonová, Z., Hájková, P., Hettenbergerová, E., Li, C.‐F., Merunková, K., Nejezchlebová, M., Otýpková, Z., Vymazalová, M. and Zelený, D., 2012. Estimation of herbaceous biomass from species composition and cover. Applied Vegetation Science, 15, 580–589.
  • Berdanier, A.B. and Klein, J.A., 2011. Growing season length and soil moisture interactively constrain high elevation aboveground net primary production. Ecosystems, 14, 963–974.
  • Bhatt, U.S., Walker, D.A., Raynolds, M.K., Comiso, J.C., Epstein, H.E., Jia, G.S., Gens, R., Pinzon, J.E., Tucker, C.J., Tweedie, C.E. and Weber, P.J., 2010. Circumpolar Arctic tundra vegetation change is linked to sea ice decline. Earth Interactions, 14, 1–20.
  • Billings, W.D., 1973. Arctic and alpine vegetations: similarities, differences, and susceptibility to disturbance. Bioscience, 23, 697–704.
  • Bobek, B. and Bergström, R., 1978. A rapid method of browse biomass estimation in a forest habitat. Journal of Range Management, 31, 456–458.
  • Borcard, D., Legendre, P. and Drapeau, P., 1992. Partialling out the spatial component of ecological variation. Ecology, 73, 1045–1055.
  • Bruun, H.H., Moen, J., Virtanen, R., Grytes, J.‐A., Oksanen, L. and Angerbjörn, A., 2006. Effects of altitude and topography on species richness of vascular plants, bryophytes and lichens in alpine communities. Journal of Vegetation Science, 17, 37–46.
  • Burnham, K.P. and Anderson, D.R., 1998. Model Selection and Inference: A Practical Information Theoretic Approach. Springer, New York.
  • Callaghan, T.V., Björn, L.O., Chernoc, Y., Chapin, T., Christensen, T.R., Hunstley, B., Ims, R.A., Johansson, M., Jolly, D., Jonasson, S., Matveyeva, N., Panikoc, N., Oechel, W., Shaver, G., Schaphoff, S., Sitch, S. and Zöckler, C., 2004. Synthesis of effects in four arctic subregions. AMBIO, 33, 469–473. doi:/10.1579/0044-7447-33.7.469
  • Campioli, M., Michelsen, A., Demey, A., Vermeulen, A., Samson, R. and Lemeur, R., 2009. Net primary production and carbon stocks for subarctic mesic‐dry tundras with contrasting microtopography, altitude and dominant species. Ecosystems, 12, 760–776.
  • Carl, G. and Kühn, I., 2007. Analyzing spatial autocorrelations in species distributions using Gaussian and logit models. Ecological Modelling, 207, 159–170.
  • Chapin, F., Sturm M., Serreze, M., Mcfadden, J., Key, J., Lloyd, A., Mcguire, A., Rupp, T., Lynch, A., Schimel, J., Beringer, J., Chapman, W., Epstein, H., Euskirchen, E., Hinzman, L., Jia, G., Ping, C., Tape, K., Thompson, C., Walker, D., Welker, J., 2005. Role of the land‐surface changes in arctic summer warming. Science, 310, 657–660.
  • Chen, W., Li, J., Zhang, Y., Zhou, F., Koehler, K., Leblac, S., Fraser, R., Olthof, I., Zhang, Y. and Wang, J., 2009. Relating biomass and leaf area index to non‐destructive measurements in order to monitor changes in arctic vegetation. Arctic, 62, 281–294.
  • Chevan, A. and Sutherland, M., 1991. Hierarchical partitioning. The American Statistician, 45, 90–96.
  • Dormann, C.F., Mcpherson, J.M., Araújo, M.B., Bivand, R., Bolliger, J., Carl, G., Davies, R.G., Hirzel, A., Jetz, W., Kissling, D., Kühn, I., Ohlemüller, R., Peres‐neto, P.R., Reineking, B., Schröder, B., Schurr, F.M. and Wilson, R., 2007. Methods to account for spatial autocorrelation in the analysis of species distributional data: a review. Ecography, 30, 609–628.
  • Elmendorf, S.C., Henry, G.H.R., Hollister, R.D., Björk, R.G., Boulanger‐lapointe, N., Cooper, E.J., Cornelissen, J.H.C., Day, T.A., Dorrepaal, E., Elumeeva, T.G., Gill, M., Gould, W.A., Harte, J., Hik, D.S., Hofgaard, A., Johnson, D.R., Johnstone, J.F., Jónsdóttir, I.S., Jorgenson, J.C., Klanderud, K., Klein, J.A., Kohl, S., Kudo, G., Lara, M., Lévesque, E., Magnússon, B., May, J.L., Mercado‐díaz, J.A., Michelsen, A., Molau, U., Myers‐smith, I.H., Oberbauer, S.F., Onipchenko, V.G., Rixen, C., Schmidt, N.M., Shaver, G.R., Spasojevic, M.J., Þórhallsdóttir, Þ.E., Tolvanen, A., Troxler, T., Tweedie, C.E., Villareal, S., Wahren, C.‐H., Walker, X., Webber, P.J., Welker, J.M., and Wipf, S., 2012. Plot‐scale evidence of tundra vegetation change and links to recent summer warming. Nature Climate Change, 2, 453–457.
  • Epstein, H.E., Raynolds, M.K., Walker, D.A., Bhatt, U.S., Tucker, C.J. and Pinzon, J.E., 2012. Dynamics of aboveground phytomass of the circumpolar Arctic tundra during the past three decades. Environmental Research Letters, 7, 015506. doi:10.1088/1748‐9326/7/1/015506
  • Evju, M., Hagen, D. and Hofgaard, A., 2012. Effects of disturbance along snow pack gradients in alpine habitats. Plant Ecology, 213, 1345–1355.
  • Fisk. M.C., Schmidt, S.K. and Seastedt, T.R., 1998. Topographic patterns of above‐ and belowground production and nitrogen cycling in alpine tundra. Ecology, 79, 2253–2266.
  • Fletcher, B.J., Press, M.C., Baxter, R. and Phoenix, G.K., 2010. Transition zones between vegetation patches in a heterogeneous Arctic landscape: how plant growth and photosynthesis change with abundance at small scales. Oecologia, 163, 47–56.
  • Fox, J. and Monette, G., 1992. Generalized collinearity diagnostics. Journal of the American Statistical Association, 87, 178–183.
  • Furrer, R., Nychka, D. and Sain, S., 2011. fields: Tools for spatial data (R package version 6.6.3).
  • Gould, W.A., Raynolds, M. and Walker, D.A., 2003. Vegetation, plant biomass, and net primary productivity patterns in the Canadian Arctic. Journal of Geophysical Research, 108, 8167. doi:10.1029/2001JD000948.
  • Hardin, J.W. and Hilbe, J.M., 2003. Generalized Estimating Equations. Chapman and Hall/CRC, Boca Raton, Florida, USA.
  • Haugland, J.E. and Beatty, S.W., 2005. Vegetation establishment, succession and microsite frost disturbance on glacier forelands within patterned ground chronosequences. Journal of Biogeography, 32, 145–153.
  • Heikkinen, R.K., Luoto, M., Virkkala, R. and Rainio, K., 2004. Effects of habitat cover, landscape structure and spatial variables on the abundance of birds in an agricultural‐forest mosaic. Journal of Applied Ecology, 41, 824–835.
  • Hjort, J. and Luoto, M., 2009. Interaction of geomorphic and ecologic features across altitudinal zones in a subarctic landscape. Geomorphology, 112, 324–333.
  • Højsgaard, S., Halekoh, U. and Yan, J., 2006. The R Package geepack for Generalized Estimating Equations. Journal of Statistical Software, 15, 1–11.
  • Jonasson, S., 1982. Organic matter and phytomass on three north Swedish tundra sites, and some connections to adjacent tundra areas. Holarctic Ecology, 5, 367–375.
  • Jonasson, S., 1986. Influence of frost heaving on soil chemistry and on the distribution of plant growth forms. Geografiska Annaler: Series A, Physical Geography, 68, 185–195.
  • Kjelvik, S. and Kärenlampi, L., 1975. Plant biomass and primary production of Fennoscandian subarctic and subalpine forests and of alpine willow and heath ecosystems. Ecological Studies, 16, 111–120.
  • Kraan, C., Aarts, A., van der Meer, J. and Piersma, T., 2010. The role of environmental variables in structuring landscape‐scale species distributions in seafloor habitats. Ecology, 91, 1583–1590.
  • Krebs, C.J., Danell, K., Angerbjörn, A., Agrell, J., Berteaux, D., Bråthen, K.A., Danell, Ö., Erlinge, S., Fedorov, V., Fredga, K., Hältén, J., Högstedt, G., Jónsdóttir, I.S., Kenney, A.K., Kjellén, N., Nordin, T., Roininen, H., Svensson, M., Tannerfeldt, M. and Wiklund, C., 2003. Terrestrial trophic dynamics in the Canadian Arctic. Canadian Journal of Zoology, 62, 281–294.
  • Kullman, L., 2010. A richer, greener and smaller alpine world: review and projection of warming‐induced plant cover change in the Swedish Scandes. AMBIO, 39, 159–169.
  • Kyllönen. H. (1988) Alpine and subalpine vegetation at Kilpisjärvi. Finnish Lapland. Distribution of biomass and net production and annual variations in biomass. Acta Universitatis Ouluensis A 202. 78 p.
  • Le roux, P.C. and Luoto, M., 2014. Earth surface processes drive the richness, composition and occurrence of plant species in an arctic‐alpine environment. Journal of Vegetation Science, 25, 45–54.
  • Le roux, P.C., Lenoir, J., Pellisier, L., Wisz, M. and Luoto, M., 2013a. Horizontal, but not vertical, biotic interactions affect fine‐scale plant distribution patterns in a low energy system. Ecology, 94, 671–682.
  • Le roux, P.C., Ramaswiela, T., Kalwij, J.M., Shaw, J.D., Ryan, P.G., Treasure, A.M., Mcclelland, G.T.W., Mcgeoch, M.A. and Chown, S.L., 2013b. Human activities, propagule pressure and alien plants in the sub‐Antarctic: tests of generalities and evidence in support of management. Biological Conservation, 161, 18–27.
  • Litaor, M.I., Williams, M. and Seastedt, T.R., 2008. Topography controls on snow distribution, soil moisture, and species diversity of herbaceous alpine vegetation, Niwot Ridge, Colorado. Journal of Geophysical Research, 113, G2, 1–10. doi:10.1029/2007JG000419.
  • Macias‐fauria, M. and Johnson, E.A., 2013. Warming‐induced upslope advance of subalpine forest is severely limited by geomorphic processes. Proceedings of the National Academy of Sciences USA, 110, 8117–8122. doi:10.1073/pnas.1221278110.
  • Malanson, G.P., Bengtson, L.E. and Fagre, D.B., 2012. Geomorphic determinants of species composition of alpine tundra, Glacier National Park, U.S.A. Arctic, Antarctic and Alpine Research, 44, 197–209.
  • Manninen, O.H, Stark, S., Kytöviita, M.‐M. and Tolvanen, A., 2011. Individual and combined effects of disturbance and N addition on understorey vegetation in a subarctic mountain birch forest. Journal of Vegetation Science, 22, 262–272.
  • Mccune, B. and Keon, D., 2002. Equations for potential annual direct incident radiation and heat load. Journal of Vegetation Science, 13, 603–606.
  • Muukkonen, P., Mäkipää, R., Laiho, R., Minkkinen, K., Vasander, H. and Finér, L., 2006. Relationship between biomass and percentage cover in understorey vegetation of boreal coniferous forests. Silva Fennica, 40, 231–245.
  • Nham, T.T., 2010. Analysis of soil extracts using the Varian 725‐ES. ICP OES Application note 34.
  • Pan, W., 2001. Akaike's information criterion in generalized estimating equations. Biometrics, 57, 120–125.
  • Pouliot, D., Latifovic, R. and Olthof, I., 2009. Trends in vegetation NDVI from 1 km AVHRR data over Canada for the period 1985–2006. International Journal of Remote Sensing, 30, 149–168.
  • R Development Core Team, 2011. R: A Language and Environment for Statistical Computing. R Project for Statistical Computing. Vienna, Austria.
  • Redjadj, C., Duparc, A., Lavorel, S., Grigulis, K., Bonenfant, C., Maillard, D., Saïd, S. and Loison, A., 2012. Estimating herbaceous plant biomass in mountain grasslands: a comparative study using three different methods. Alpine Botany, 122, 57–63.
  • Röttgermann, M., Steinlein, T., Beyschlag, W. and Dietz, H., 2000. Linear relationships between aboveground biomass and plant cover in low open herbaceous vegetation. Journal of Vegetation Science, 11, 145–148.
  • Shaver, G.R., Laundre, J.A., Giblin, A.E. and Nadelhoffer, K.J., 1996. Changes in live plant biomass, primary production, and species composition along a riverside toposequence in Arctic Alaska, U.S.A. Arctic and Alpine Research, 28, 363–379.
  • Shaver, G.R., Street, L.E., Rastetter, E.B., van Wijk, M.T. and Williams, M., 2007. Functional convergence in regulation of net CO2 flux in heterogeneous tundra landscapes in Alaska and Sweden. Journal of Ecology, 95, 802–817.
  • Sitch, S., Mcguire, A.D., Kimball, J., Gedney, N., Gamon, J., Engstrom, R., Wolf, A., Zhuang, Q., Clein, J. and Mcdonald, K.C., 2007. Assessing the carbon balance of circumpolar arctic tundra using remote sensing and process modeling. Ecological Applications, 17, 213–234.
  • Sturm, M., Racine, C. and Tape, K., 2001. Increasing shrub abundance in the Arctic. Nature, 411, 546–547.
  • Taylor, R.V. and Seastedt, T.R., 1994. Short‐ and long‐term patterns of soil moisture in alpine tundra. Arctic and Alpine Research, 26, 14–20.
  • Tsutsumi, M., Itano, S. and Shiyomi, M., 2007. Number of samples required for estimating herbaceous biomass. Rangeland Ecology & Management, 60, 447–452.
  • Virtanen, R., Luoto, M., Rämä, T., Mikkola, K., Hjort, J., Grytnes, J.‐A. and Birks, H.J.B., 2010. Recent vegetation changes at the high‐latitude tree line ecotone are controlled by geomorphological disturbance, productivity and diversity. Global Ecology and Biogeography, 19, 810–821.
  • Wahren, C.‐H.A., Walker, M.D. and Bret‐harte, M.S., 2005. Vegetation responses in Alaskan arctic tundra after 8 years of summer warming and winter snow manipulation experiment. Global Change Biology, 11, 537–552. doi:10.1111/j.1365‐2486.2005.00927.x.
  • Walker, D.A., Epstein, H.E., Jia, G.J., Balser, A., Copass, C., Edwards, E.J., Gould, W.A., Hollingsworth, J., Knudson, J., Maier, H.A., Moody, A. and Raynolds, M.K., 2003. Phytomass patterns across a temperature gradient of the North American arctic tundra. Journal of Geophysical Research, 113, G03S02. doi:10.1029/2007JG000555.
  • Walker, D.A., Halfpenny, C., Walker, M.D. and Wessman, C.A., 1993. Long‐term studies of snow‐vegetation interactions. BioScience, 43, 287–301.
  • Walker, D.A., Molenaar, J.G. and Billings, W.D., 2001. Snow–vegetation interactions in tundra environments. In Jones, H.G., Pomeroy, J., Walker, D.A. and Wharton, R. (eds), Snow Ecology. Cambridge University Press, Cambridge. 264–322.
  • Walker, M.D., Webber, P.J., Arnold, E.H. and Ebert‐may, D., 1994. Effects of interannual climate variation on aboveground phytomass in alpine vegetation. Ecology, 75, 393–408.
  • Wipf, S. and Rixen, C., 2010. A review of snow manipulation experiments in Arctic and alpine tundra ecosystems. Polar Research, 29, 95–109. doi:10.1111/j.1751‐8369.2010.00153.x.

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