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Physical influences of landscape on a large-extent ecological disturbance: the northeastern North American ice storm of 1998

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Abstract

The 1998 ice storm was a large-extent ecological disturbance that severely affected the eastern Adirondack forests of northern New York. Ice damage produced widespread breakage of limbs and trunks in susceptible trees. Although ice storms are common within northeastern North American forests, the magnitude and extent of the 1998 storm far exceeded damage caused by typical ice storms in the recent past. While plot and stand-scale ecological impacts of ice storms have received attention insofar as tree species vulnerability, stand age susceptibility, and microhabitat alterations, larger-extent damage patterns have not been previously evaluated. The normalized difference vegetation index (NDVI) was employed to assess forest vigor and canopy density in atmospherically corrected Landsat Thematic Mapper (TM) satellite imagery of the Adirondacks. Digital change analysis of the baseline forest condition (1990 NDVI data), and the condition encountered in a post-storm image (1998 NDVI data) was conducted. Forest damage was separated from natural variations in canopy reflectance by employing a generalized linear model that incorporated in situ measurements. A robust empirical variogram analysis revealed that locations of tree damage were significantly correlated for distances up to 300 meters. Intensely-damaged forest exhibited greater spatial dependence, but over a smaller distance. Canopy damage was not greater proximate to stream and forest boundaries, and did not follow our hypothesis of decreasing damage with distance from the boundary. Overall, we show that local topography (elevation and aspect), forest composition (deciduous or coniferous), and the meteorological characteristics of the disturbance event acted together to determine the spatial extent of ice storm damage.

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References

  • Baker W.L. 1993. Spatially heterogeneous multiscale response of landscapes to fire suppression. Oikos 66: 66–71.

    Google Scholar 

  • Boose E.R., Chamberlin K.E. and Foster D.R. 2001. Landscape and regional impacts of hurricanes in New England. Ecological Monographs 71: 27–48.

    Google Scholar 

  • Burnett J.S. 2002. Assessing differing levels of ice storm damage to northern hardwood forest canopies using advanced solid-state array spectroradiometer (ASAS) and Landsat TM imagery. Doctor of Philosophy. University of New Hampshire, Durham, New Hampshire, UK.

    Google Scholar 

  • Campbell J.B. 1996. Introduction to Remote Sensing, Second edition. The Guilford Press, New York, New York, USA.

    Google Scholar 

  • Carvell K.L., Tryton E.H. and True R.P. 1957. Effects of glaze on the development of Appalachian hardwoods. Journal of Forestry 55: 130–132.

    Google Scholar 

  • Chavez P.S. 1989. Radiometric calibration of Landsat Thematic Mapper multispectral images. Photogrammetric Engineering and Remote Sensing 55: 1285–1294.

    Google Scholar 

  • Chavez P.S. 1996. Image-based atmospheric corrections — revisited and improved. Photogrammetric Engineering and Remote Sensing 62: 1025–1036.

    Google Scholar 

  • Cressie N. and Hawkins D.M. 1980. Robust estimation of the variogram. Mathematical Geology 12: 115–125.

    Article  Google Scholar 

  • Dale V.H., Joyce L.A., McNulty S., Neilson R.P., Ayres M.P., Flannigan M.D., Hanson P.J., Irland L.C., Lugo A.E., Peterson C.J., Simberloff D., Swanson F.J., Stocks B.J. and Wotton B.M. 2001. Climate change and forest disturbance. BioScience 51: 723–734.

    Google Scholar 

  • DeGaetano A.T., Wysocki M.W. and Vreeland K. 1999. Impacts and climatological assessment of the 1998 Northern New York ice storm. Preprints AMS 11th Conference on Applied Climatology, Dallas. Texas, USA, pp. 390–393.

  • DeGaetano A.T. 2000. Climatic perspective and impacts of the 1998 Northern New York and New England ice storm. Bulletin of the American Meteorological Society 81: 237–254.

    Article  Google Scholar 

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

    CAS  PubMed  Google Scholar 

  • Dupigny-Giroux L.-A., Blackwell C.F., Bristow S. and Olson G.M. 2003. Vegetation response to ice disturbance and consecutive moisture extremes. International Journal of Remote Sensing 24(10): 2105–2129.

    Article  Google Scholar 

  • Ekstrand S. 1994. Assessment of forest damage with Landsat TM: correction for varying forest stand characteristics. Remote Sensing of Environment 47: 291–302.

    Google Scholar 

  • Forman R.T.T. 1987. Ecologically sustainable landscapes: the role of spatial configuration, pp. 261–276. In: Turner M.G. (ed.), Landscape Heterogeneity and Disturbance. Springer-Verlag, New York, New York, USA.

    Google Scholar 

  • Foster D.R. and Boose E.R. 1992. Patterns of forest damage resulting from catastrophic wind in central New England, USA. Journal of Ecology 80: 79–98.

    Google Scholar 

  • Foster D.R., Knight D.H. and Franklin J.F. 1998. Landscape patterns and legacies resulting from large, infrequent forest disturbances. Ecosystems 1: 497–510.

    Article  Google Scholar 

  • Hooper M.C., Arii K. and Lechowicz M.J. 2001. Impact of a major ice storm on an old-growth hardwood forest. Canadian Journal of Botany 79: 70–75.

    Google Scholar 

  • Irland L.C. 1998. Ice storm 1998 and the forests of the Northeast — A preliminary assessment. Journal of Forestry 96: 32–40.

    Google Scholar 

  • Irland L.C. 2000. Ice storms and forest impacts. Science of the Total Environment 262: 231–242.

    CAS  PubMed  Google Scholar 

  • Jensen J.R. 1996. Introductory digital image processing: a remote sensing perspective. Prentice Hall, Upper Saddle River, New Jersey, USA.

    Google Scholar 

  • Jones J., DeBruyn R.D., Barg J.J. and Robertson R.J. 2001a. Assessing the effects of natural disturbance on a neotropical migrant songbird. Ecology 82: 2628–2635.

    Google Scholar 

  • Jones J., Pither J., DeBruyn R.D. and Robertson R.J. 2001b. Modeling ice storm damage to a mature, mixed-species hardwood forest in eastern Ontario. Ecoscience 8: 513–521.

    Google Scholar 

  • Kaluzny S.P., Vega S.C., Cardoso T.P. and Shelly A.A. 1998. S+ Spatial Stats. Springer-Verlag Inc., New York, New York, USA.

    Google Scholar 

  • Kaufman Y.J. and Tanré D. 1992. Atmospherically resistant vegetation index (ARVI) for EOS-MODIS. IEEE Transactions on Geoscience and Remote Sensing 30: 261–270.

    Google Scholar 

  • Kraft C.E., Schneider R.L. and Warren D.R. 2002. Ice storm impacts on woody debris and debris dam formation in northeastern U.S. streams. Canadian Journal of Fisheries and Aquatic Sciences 59: 1677–1684.

    Google Scholar 

  • Lillesand T.M. and Kiefer R.W. 2000. Remote sensing and image interpretation. John Wiley & Sons Inc., New York, New York, USA.

    Google Scholar 

  • Mac M.J., Opler P.A., Puckett Haecker C.E. and Doran P.D. 1998. Status and trends of the nation’s biological resources. U.S. Department of the Interior USGS, Washington, DC, USA.

    Google Scholar 

  • Manion P.D. and Griffin D.H. 2001. Large landscape scale analysis of tree death in the Adirondack Park, New York. Forest Science 47: 542–549.

    Google Scholar 

  • Manion P.D., Griffin D.H. and Rubin B.D. 2001. Ice damage impacts on the health of northern New York State forest. Forest Chronicle 77: 619–625.

    Google Scholar 

  • Matheron G. 1963. Principles of geostatistics. Economic Geology 58: 1246–1266.

    CAS  Google Scholar 

  • McDonald A.J., Gemmell F.M. and Lewis P.E. 1998. Investigation of the utility of spectral vegetation indices for determining information on coniferous forests. Remote Sensing of Environment 66: 250–272.

    Google Scholar 

  • Monmonier M. 1982. Computer-Assisted Cartography: Principles and Prospects. Prentice-Hall Inc., Englewood Cliffs, New Jersey, USA.

    Google Scholar 

  • Mou P. and Warrillow M.P. 2000. Ice storm damage to a mixed hardwood forest and its impacts on forest regeneration in the ridge valley region of southwest Virginia. Journal of the Torrey Botanical Society 127: 66–82.

    Google Scholar 

  • Naveh Z. 1995. Interactions of landscapes and cultures. Landscape and Urban Plannning 32: 43–54.

    Google Scholar 

  • Ott L. and Longnecker M. 2001. An introduction to statistical methods and data analysis. Duxbury, Pacific Grove, California, USA.

    Google Scholar 

  • Peterson G.D. 2002. Contagious disturbance, ecological memory, and the emergence of landscape pattern. Ecosystems 5: 329–338.

    Article  Google Scholar 

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

    Google Scholar 

  • Rollins M.G., Morgan P. and Swetnam T. 2002. Landscape-scale controls over 20th century fire occurrence in two large Rocky Mountain (USA) wilderness areas. Landscape Ecology 17: 539–557.

    Google Scholar 

  • Rubin B.D. and Manion P.D. 2001. Landscape-scale forest structure in northeastern New York and potential successional impacts of the 1998 ice storm. Forest Chronicle 77: 613–618.

    Google Scholar 

  • Seischab F.K., Bernard J.M. and Eberle M.D. 1993. Glaze storm damage to western New York forest communities. Bulletin of the Torrey Botanical Club 120: 64–72.

    Google Scholar 

  • Song C., Woodcock C.E., Seto K.C., Lenney M.P. and Macomber S.A. 2001. Classification and change detection using Landsat TM data: when and how to correct atmospheric effects? Remote Sensing of Environment 75: 230–244.

    Google Scholar 

  • Swanson F.J., Johnson S.L., Gregory S.V. and Acker S.A. 1998. Flood disturbance in a forested mountain landscape. Bioscience 48: 681–689.

    Google Scholar 

  • Swetnam T.W., Allen C.D. and Betancourt J.L. 1999. Applied historical ecology: Using the past to manage the future. Ecological Applications 9: 1189–1206.

    Google Scholar 

  • Teillet P.M., Staenz K. and Williams D.J. 1997. Effects of spectral, spatial, and radiometric characteristics on remote sensing vegetation indices of forested regions. Remote Sensing of Environment 61: 139–149.

    Google Scholar 

  • Turner G.T. 1989. Landscape ecology: the effect of pattern on process. Annual Review of Ecology and Systematics 20: 171–197.

    Article  Google Scholar 

  • Turner M.G. and Dale V.H. 1998. Comparing large, infrequent disturbances: what have we learned? Ecosystems 1: 493–496.

    Google Scholar 

  • United States Environmental Protection Agency 1993. North American Landscape Characterization (NALC) Research Brief. United States Environmental Protection Agency, Office of Research and Development, Washington, DC, USA.

    Google Scholar 

  • Viedma O., Melia J., Segarra D. and Garcia-Haro J. 1997. Modeling rates of ecosystem recovery after fires by using landsat TM data. Remote Sensing of Environment 61: 383–398.

    Google Scholar 

  • Vogelmann J.E., Howard S.M., Yang L., Larson C.R., Wylie B.K. and Van Driel J.N. 2001. Completion of the 1990’s National Land Cover Data Set for the conterminous United States. Photogrammetric Engineering and Remote Sensing 67: 650–662.

    Google Scholar 

  • Weathers K.C., Lovett G.M., Likens G.E. and Lathrop R. 2000. The effect of landscape features on deposition to Hunter Mountain, Catskill Mountains, New York. Ecological Applications 10: 528–540.

    Google Scholar 

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Authors and Affiliations

  1. Department of Geography, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada

    Andrew A. Millward

  2. Department of Natural Resources, Cornell University, Ithaca, NY, U.S.A, 14853-3001

    Clifford E. Kraft

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  1. Andrew A. Millward
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  2. Clifford E. Kraft
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Correspondence to Andrew A. Millward.

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Millward, A.A., Kraft, C.E. Physical influences of landscape on a large-extent ecological disturbance: the northeastern North American ice storm of 1998. Landscape Ecol 19, 99–111 (2004). https://doi.org/10.1023/B:LAND.0000018369.41798.2f

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  • DOI: https://doi.org/10.1023/B:LAND.0000018369.41798.2f

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