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  • 1 L. Eötvös University Department of Plant Taxonomy and Ecology Pázmány sétány 1/c H-1117 Budapest Hungary
  • | 2 Hungarian Academy of Sciences Institute of Ecology and Botany H-2163 Vácrátót Hungary
  • | 3 Ipoly Erdő Inc. Királyrét Forest Directorate Királyrét 6 H-2624 Szokolya Hungary
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We analysed the role of topography, tree stand characteristics and management on the susceptibility of forest stands to abiotic natural disturbances. In 1996, stands of Börzsöny Mts, Hungary were hit by a severe ice storm, then by strong winds three years later. Affected areas were mapped on aerial photos, and we built a GIS database containing variables describing topography and tree stand characteristics. The role of variables in predicting ice break and windfall was investigated by non-parametric statistical tests and by a series of C&RT (Classification and Regression Tree) analyses. Elevation, aspect and slope proved to have strong statistical relationships with the distribution of both ice break and windfall, with misclassification error (MER) of 18% and 15%, respectively, if studied without stand descriptors. Mixing ratio and age of beech were the most important stand descriptors to explain the distribution of ice break (MER=15%), whereas that of windfall was best described by the age and height of the two dominant tree species (MER=11%). The explanatory power could be increased if all variables (topographic + stand descriptors) were considered, though the increase in explanatory power was higher in the case of ice break (MER decreased from 15% to 11%) than for windfall (MER decreased from 11% to 10%). Since management related stand variables (beech mixture ratio, age, height, amount of recently felled stock, slenderness) and susceptibility to disturbance events seemed to be related, our results suggest that the sensitivity of tree stands could be decreased by increasing compositional and structural heterogeneity.

  • Angelstam, P. 2002. Reconciling the linkages of land management with natural disturbance regimes to maintain forest biodiversity in Europe. In: J. A. Bissonette and I. Storch (eds.), Landscape Ecology and Resource Management: Linking Theory with Practice . Island Press, Covelo CA and Washington, D.C. pp. 193–226.

    Angelstam P. , '', in Landscape Ecology and Resource Management: Linking Theory with Practice , (2002 ) -.

  • Bragg, D. C., M. G. Shelton and B. Zeide. 2003. Impacts and management implications of ice storms on forests in the southern United States. Forest Ecol. Manag. 186: 99–123.

    Zeide B. , 'Impacts and management implications of ice storms on forests in the southern United States ' (2003 ) 186 Forest Ecol. Manag. : 99 -123.

    • Search Google Scholar
  • Breiman, L., J. H. Friedman, R. A. Olshen and C. J. Stone. 1984. Classification and Regression Trees . Wadsworth, Belmont, CA.

    Stone C. J. , '', in Classification and Regression Trees , (1984 ) -.

  • Canham, C. D. and O. L. Loucks. 1984. Catastrophic windthrow in the presettlement forests of Wisconsin. Ecology 65: 803–809.

    Loucks O. L. , 'Catastrophic windthrow in the presettlement forests of Wisconsin ' (1984 ) 65 Ecology : 803 -809.

    • Search Google Scholar
  • Canham, C. D., M. J. Papaik and E. F. Latty. 2001. Interspecific variation in susceptibility to windthrow as a function of tree size and storm severity for northern temperate tree species. Can. J. Forest Res. 31 : 1–10 .

    Latty E. F. , 'Interspecific variation in susceptibility to windthrow as a function of tree size and storm severity for northern temperate tree species ' (2001 ) 31 Can. J. Forest Res. : 1 -10.

    • Search Google Scholar
  • Dobbertin, M. 2002. Influence of stand structure and site factors on wind damage comparing the storms Vivian and Lothar. Forest Snow and Landscape Res. 77: 187–205.

    Dobbertin M. , 'Influence of stand structure and site factors on wind damage comparing the storms Vivian and Lothar ' (2002 ) 77 Forest Snow and Landscape Res. : 187 -205.

    • Search Google Scholar
  • Dorland, C., R. S. J. Tol and J. P. Palutikof. 1999. Vulnerability of the Netherlands and Northwest Europe to storm damage under climate change: a model approach based on storm damage in the Netherlands. Climatic Change 43: 513–535.

    Palutikof J. P. , 'Vulnerability of the Netherlands and Northwest Europe to storm damage under climate change: a model approach based on storm damage in the Netherlands ' (1999 ) 43 Climatic Change : 513 -535.

    • Search Google Scholar
  • Duguay, S. M., K. Arii, M. C. Hooper and M. J. Lechowicz. 2001. Ice storm damage and early recovery in an old-growth forest. Environmental Monitoring and Assessment 67: 97–108.

    Lechowicz M. J. , 'Ice storm damage and early recovery in an old-growth forest ' (2001 ) 67 Environmental Monitoring and Assessment : 97 -108.

    • Search Google Scholar
  • Foster, D. R. and E. R. Boose. 1992. Patterns of forest damage resulting from catastrophic wind in Central New-England, USA. J. Ecol. 80: 79–98.

    Boose E. R. , 'Patterns of forest damage resulting from catastrophic wind in Central New-England, USA ' (1992 ) 80 J. Ecol. : 79 -98.

    • Search Google Scholar
  • Foster, D. R. and E. R. Boose. 1995. Hurricane disturbance regimes in temperate and tropical forest ecosystems. In: M. P. Coutts and J. Grace (eds.), Wind and Trees . Cambridge University Press, Cambridge. pp. 305–339.

    Boose E. R. , '', in Wind and Trees , (1995 ) -.

  • Glatzel, G. 1999. Historic forest use and its possible implication to recently accelerated tree growth in Central Europe. In: T. Karjaleinen, H, Spieker O. and Laroussine (eds.), Causes and Consequences of Accelerated Tree Growth in Europe — Proceedings of the International Seminar held in Nancy, France 14–16 May 1998 . European Forest Institute. pp. 65–74.

  • Gyalog, L. 2005. Magyarország Földtani Térképe (1:100 000) (The 1:100 000 Geological Map Series of Hungary) . Magyar Állami Földtani Intézet, Budapest.

    Gyalog L. , '', in Magyarország Földtani Térképe (1:100 000) , (2005 ) -.

  • Holmsgaard, E. 1986. Historical development of wind damage in conifers in Denmark. In: Commission of the European Communities (ed.), Minimizing Wind Damage to Coniferous Stands . Denmark, Lovenholm Castle. pp. 2–4.

    Holmsgaard E. , '', in Minimizing Wind Damage to Coniferous Stands , (1986 ) -.

  • Lässig, R. and S. A. Močalov. 2000. Frequency and characteristics of severe storms in the Urals and their influence on the development, structure and management of the boreal forests. Forest Ecol. Manag. 135: 179–194.

    Močalov S. A. , 'Frequency and characteristics of severe storms in the Urals and their influence on the development, structure and management of the boreal forests ' (2000 ) 135 Forest Ecol. Manag. : 179 -194.

    • Search Google Scholar
  • Lindenmayer, D. B. and J. F. Franklin. 2002. Conserving Forest Biodiversity: A Comprehensive Multiscaled Approach . Island Press, Washington-Covelo-London.

    Franklin J. F. , '', in Conserving Forest Biodiversity: A Comprehensive Multiscaled Approach , (2002 ) -.

  • Lohmander, P. and F. Helles. 1987. Windthrow probability as a function of stand characteristics and shelter. Scandinavian J. Forest Res. 2 : 227–238 .

    Helles F. , 'Windthrow probability as a function of stand characteristics and shelter ' (1987 ) 2 Scandinavian J. Forest Res. : 227 -238.

    • Search Google Scholar
  • Matthews, J. D. 1991. Silvicultural Systems . Calderon Press, Oxford.

    Matthews J. D. , '', in Silvicultural Systems , (1991 ) -.

  • Melancon, S. and M. J. Lechowicz. 1987. Differences in the damage caused by glaze ice on codominant Acer saccharum and Fagus grandifolia . Can. J. Bot. 65: 1157–1159.

    Lechowicz M. J. , 'Differences in the damage caused by glaze ice on codominant Acer saccharum and Fagus grandifolia ' (1987 ) 65 Can. J. Bot. : 1157 -1159.

    • Search Google Scholar
  • Millward, A. A. and C. E. Kraft. 2004. Physical influences of landscape on a large-extent ecological disturbance: the northeastern North American ice storm of 1998. Landscape Ecol. 19: 99–111.

    Kraft C. E. , 'Physical influences of landscape on a large-extent ecological disturbance: the northeastern North American ice storm of 1998 ' (2004 ) 19 Landscape Ecol. : 99 -111.

    • Search Google Scholar
  • Morris, J. L. and W. D. Ostrofsky. 2005. Influence of stand thinning on ice storm injury in Maine hardwood stands. Northern J. Appl. Forestry 22: 262–267.

    Ostrofsky W. D. , 'Influence of stand thinning on ice storm injury in Maine hardwood stands ' (2005 ) 22 Northern J. Appl. Forestry : 262 -267.

    • Search Google Scholar
  • Mosandl, R. and B. Felbermeier. 1999. Auf dem Weg zum naturnahen Wald. AFZ/Der Wald 54: 910–914.

    Felbermeier B. , 'Auf dem Weg zum naturnahen Wald ' (1999 ) 54 AFZ/Der Wald : 910 -914.

  • Mou, P. and M. P. Warrillow. 2000. Ice storm damage to a mixed hardwood forest and its impacts on forest regeneration in the ridge and valley region of Southwestern Virginia. J. Torrey Bot. Club 127: 66–82.

    Warrillow M. P. , 'Ice storm damage to a mixed hardwood forest and its impacts on forest regeneration in the ridge and valley region of Southwestern Virginia ' (2000 ) 127 J. Torrey Bot. Club : 66 -82.

    • Search Google Scholar
  • Nagel, T. A. and J. Diaci. 2006. Intermediate wind disturbance in an old-growth beech-fir forest in southeastern Slovenia. Can. J. Forest Res. 36(3): 629–638.

    Diaci J. , 'Intermediate wind disturbance in an old-growth beech-fir forest in southeastern Slovenia ' (2006 ) 36 Can. J. Forest Res. : 629 -638.

    • Search Google Scholar
  • Nilsson, C., I. Stjernquist, L. Barring, P. Schlyter, A. M. Jonsson and H. Samuelsson. 2004. Recorded storm damage in Swedish forests 1901–2000. Forest Ecol. Manag. 199: 165–173.

    Samuelsson H. , 'Recorded storm damage in Swedish forests 1901–2000 ' (2004 ) 199 Forest Ecol. Manag. : 165 -173.

    • Search Google Scholar
  • Nykänen, M.-L., H. Peltola, C. P. Quine, S. Kellomäki and M. Broadgate. 1997. Factors affecting snow damage of trees with particular reference to European conditions. Silva Fennica 31: 193–213.

    Broadgate M. , 'Factors affecting snow damage of trees with particular reference to European conditions ' (1997 ) 31 Silva Fennica : 193 -213.

    • Search Google Scholar
  • Parviainen, J. 2005. Virgin and natural forests in the temperate zone of Europe. Forest Snow and Landscape Res. 79: 9–18.

    Parviainen J. , 'Virgin and natural forests in the temperate zone of Europe ' (2005 ) 79 Forest Snow and Landscape Res. : 9 -18.

    • Search Google Scholar
  • Pellikka, P. and E. Järvenpää. 2003. Forest stand characteristics and snow and wind induced forest damage in boreal forests. In: B. Ruck (ed.), Proc. of the Int. Conf. on Wind Effects on Trees . Karlsruhe, Germany. pp. 269–276.

  • Peterken, G. F. 1996. Natural Woodland. Ecology and Conservation in Northern Temperate Regions . Cambridge University Press, Cambridge.

    Peterken G. F. , '', in Natural Woodland. Ecology and Conservation in Northern Temperate Regions , (1996 ) -.

  • Peterken, G. F. 1999. Applying natural forestry concepts in an intensively managed landscape. Global Ecol. Biogeogr. 8: 321–328.

    Peterken G. F. , 'Applying natural forestry concepts in an intensively managed landscape ' (1999 ) 8 Global Ecol. Biogeogr. : 321 -328.

    • Search Google Scholar
  • Pickett, S. T. A. and P. S. White (eds.) 1985. The Ecology of Natural Disturbance and Patch Dynamics . Academic Press, Orlando, Florida.

    '', in The Ecology of Natural Disturbance and Patch Dynamics , (1985 ) -.

  • Proulx, O. J. and D. F. Greene. 2001. The relationship between ice thickness and northern hardwood tree damage during ice storms. Can. J. Forest Res. 31: 1758–1767.

    Greene D. F. , 'The relationship between ice thickness and northern hardwood tree damage during ice storms ' (2001 ) 31 Can. J. Forest Res. : 1758 -1767.

    • Search Google Scholar
  • Rhoads, A. G., S. P. Hamburg, T. J. Fahey, T. G. Siccama, E. N. Hane, J. Battles, C. Cogbill, J. Randall and G. Wilson. 2002. Effects of an intense ice storm on the structure of a northern hardwood forest. Can. J. Forest Res. 32: 1763–1775.

    Wilson G. , 'Effects of an intense ice storm on the structure of a northern hardwood forest ' (2002 ) 32 Can. J. Forest Res. : 1763 -1775.

    • Search Google Scholar
  • Schelhaas, M.-J., G.-J. Nabuurs and A. Schuck. 2003. Natural disturbances in the European forests in the 19th and 20th centuries. Global Change Biol. 9: 1620–1633.

    Schuck A. , 'Natural disturbances in the European forests in the 19th and 20th centuries ' (2003 ) 9 Global Change Biol. : 1620 -1633.

    • Search Google Scholar
  • Schiesser, H. H., C. Pfister and J. Bader. 1997. Winter storms in Switzerland North of the Alps 1864/1865–1993/1994. Theoretical and Applied Climatol. 58: 1–19.

    Bader J. , 'Winter storms in Switzerland North of the Alps 1864/1865–1993/1994 ' (1997 ) 58 Theoretical and Applied Climatol. : 1 -19.

    • Search Google Scholar
  • Seischab, F. K., J. M. Bernard and M. D. Eberle. 1993. Glaze storm damage to Western New York forest communities. Bull. Torrey Bot. Club 120: 64–72.

    Eberle M. D. , 'Glaze storm damage to Western New York forest communities ' (1993 ) 120 Bull. Torrey Bot. Club : 64 -72.

    • Search Google Scholar
  • SFSO and FOEFL. 1996. Forestry and Timber Industry in Switzerland, Yearbook . Swiss Federal Statistical Office, Bern.

    '', in Forestry and Timber Industry in Switzerland, Yearbook , (1996 ) -.

  • Smits, A., A. M. G. Klein Tank and G. P. Können. 2005. Trends in storminess over The Netherlands, 1962–2002. Int. J. Climatol. 25: 1331–1344.

    Können G. P. , 'Trends in storminess over The Netherlands, 1962–2002 ' (2005 ) 25 Int. J. Climatol. : 1331 -1344.

    • Search Google Scholar
  • Splechtna, B. E., G. Gratzer and B. Black. 2005. Disturbance history of a European old-growth mixed-species forest — A spatial dendro-ecological analysis. J. Veg. Sci. 16: 511–522.

    Black B. , 'Disturbance history of a European old-growth mixed-species forest — A spatial dendro-ecological analysis ' (2005 ) 16 J. Veg. Sci. : 511 -522.

    • Search Google Scholar
  • Standovár, T. and K. Kenderes. 2003. A review on natural stand dynamics in beechwoods of east central Europe. Appl. Ecol. Environ. Res. 1: 19–46.

    Kenderes K. , 'A review on natural stand dynamics in beechwoods of east central Europe ' (2003 ) 1 Appl. Ecol. Environ. Res. : 19 -46.

    • Search Google Scholar
  • StatSoft Inc. 2004. STATISTICA (data analysis software system), version 7.

  • Ulanova, N. G. 2000. The effects of windthrow on forests at different spatial scales: a review. Forest Ecol. Manag. 135: 155–167.

    Ulanova N. G. , 'The effects of windthrow on forests at different spatial scales: a review ' (2000 ) 135 Forest Ecol. Manag. : 155 -167.

    • Search Google Scholar
  • Van Dyke, O. 1999. A literature review of ice storm impacts on forests in Eastern North America. SCSS Technical Report 112: 1–29.

    Dyke O. , 'A literature review of ice storm impacts on forests in Eastern North America ' (1999 ) 112 SCSS Technical Report : 1 -29.

    • Search Google Scholar
  • Warrillow, M. P. and P. Mou. 1999. Ice storm damage to forest tree species in the ridge and valley region of Southwestern Virginia. J. Torrey Bot. Club 126: 147–158.

    Mou P. , 'Ice storm damage to forest tree species in the ridge and valley region of Southwestern Virginia ' (1999 ) 126 J. Torrey Bot. Club : 147 -158.

    • Search Google Scholar
  • Wilson, J. S. and C. D. Oliver. 2000. Stability and density management in Douglas-fir plantations. Can. J. Forest Res. 30: 910–920.

    Oliver C. D. , 'Stability and density management in Douglas-fir plantations ' (2000 ) 30 Can. J. Forest Res. : 910 -920.

    • Search Google Scholar
  • Zar, J. H. 1999. Biostatistical Analysis . Prentice-Hall, Upper Saddle River, NJ.

    Zar J. H. , '', in Biostatistical Analysis , (1999 ) -.