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Sampling to characterize landscape pattern

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Abstract

Current reseach suggests that metrics of landscape pattern may reflect ecological processes operating at different scales and may provide an appropriate indicator for monitoring regional ecological changes. This paper examines the extent to which a 1/16 areal subset of the landscape using equally spaced 40-km2 hexagons can characterize the spatial extent of land cover types and landscape pattern (number of types of edges, patch shape complexity, dominance, and contagion). For 200-m resolution data the hexagon subset gives a reasonable estimate of overall landscape cover but may not be adequate for monitoring uncommon land cover types such as wetlands. For agriculture and forest, their proportion of the full landscape units is only outside the 95% confidence interval of the hexagon estimate 4–8% of the time, whereas the proportions for wetland and barren areas are outside the confidence interval 11–34% of the time. The hexagon subset also does not appear to be adequate as the sole basis for monitoring landscape pattern. The values for contagion, dominance, and shape complexity calculated on the full landscape units are outside the 95% confidence interval of the hexagon estimate 27–76% of the time. Other statistical analyses include regressions between full landscape and hexagon subsets, mean differences and standard errors along with tests on number of positive and negative values, and percent relative error of hexagon estimates.

Although the research described in this article has been funded in part by the U.S. Environmental Protection Agency, under Interagency Agreement DW89934921-01-0 with the U.S. Department of Energy under Contract DE-AC05-84OR21400 with Martin Marietta Energy Systems, Inc., it has not been subjected to Agency review. Therefore, it does not necessarily reflect the views of the Agency. Mention of trade names or commercial products does not constitute endorsement or recommendation for use.

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References

  • Allen, T.F., O'Neill, R.V. and Hoekstra, T.W. 1984. Interlevel relations in ecological research and management: Some working principles from hierarchy theory. USDA Forest Service General Technical Report RM-110. Rocky Mountain Forest and Range Experiment Station, Fort Collins, Colorado.

    Google Scholar 

  • Anderson, J.R., Hardy, E.E., Roach, J.T. and Witmer, R.E. 1976. A land use and land cover classification system for use with remote sensor data. Geological Survey Professional Paper 964. U.S. Government Printing Office, Washington, D.C.

    Google Scholar 

  • Bresenham, J.E. 1965. Algorithm for computer control of a digital plotter. IBM System Journal 4: 25–30.

    Google Scholar 

  • Browder, J.A., May Jr., L.N., Rosenthal, A., Gosselink, J.G. and Baumann, R.H. 1989. Modeling future trends in wetland loss and brown shrimp production in Louisiana using thematic mapper imagery. Remote Sensing Environ. 28: 45–59.

    Google Scholar 

  • DelRegno, K.J. and Atkinson, S.F. 1988. Nonpoint pollution and watershed management: A remote sensing and geographic information system (GIS) approach. Lake Reservoir Manage. 4(2): 17–25.

    Google Scholar 

  • Fegeas, R.G., Claire, R.W., Guptil, S.C., Anderson, K.E. and Hallam, C.A. 1983. Land use and land cover digital data. Geological Survey Circular 895-E. U.S. Geological Survey, Washington, D.C.

    Google Scholar 

  • Franklin, J.F. and Forman, R.T.T. 1987. Creating landscape patterns by forest cutting: Ecological consequences and principles. Landscape Ecol. 1: 5–18.

    Google Scholar 

  • Freemark, K.G. and Merriam, H.G. 1986. Importance of area and habitat heterogeneity to bird assemblages in temperate forest fragments. Biol. Conserv. 37: 115–141.

    Google Scholar 

  • Graham, R.L., Hunsaker, C.T., O'Neill, R.V. and Jackson, B.L. 1991. Ecological risk assessment at the regional scale. Ecol. Appl. 1(2): 196–206.

    Google Scholar 

  • Harris, L.D. 1984. The fragmented forest: Island biogeography theory and preservation of biotic diversity. University of Chicago Press, Chicago, Illinois.

    Google Scholar 

  • Hayes, T.D., Riskind, D.H. and Pace, W.L. 1987. Patch-within-patch restoration of man-modified landscapes within Texas state parks. In Landscape Heterogeneity and Disturbance, pp. 173–198. Edited by M.G. Turner. Springer-Verlag, New York.

    Google Scholar 

  • Hunsaker, C.T., Levine, D.A., Timmins, S.P., Jackson, B.L. and O'Neill, R.V. 1992. Landscape characterization for assessing regional water quality. In Ecological Indicators. pp. 997–1006. Edited by D. McKenzie, E. Hyatt and J. McDonald. Elsevier Applied Science Publishers, Essex, England.

    Google Scholar 

  • Hunsaker, C.T., Christensen, S.W., Beauchamp, J.J., Olson, R.J., Turner, R.S. and Malanchuk, J.L. 1986. Empirical relationships between watershed attributes and headwater lake chemistry in the Adirondack region. ORNL/TM-9838. Oak Ridge National Laboratory, Oak Ridge, Tennessee.

    Google Scholar 

  • Hunsaker, C.T. and Carpenter, D.E. 1990. Ecological indicators for the Environmental Monitoring and Assessment Program. Atmospheric Research and Exposure Assessment Laboratory, EPA 600/3–90–060. U.S. Environmental Protection Agency, Research Triangle Park, North Carolina.

    Google Scholar 

  • Krummel, J.R., Gardner, R.H., Sugihara, G., O'Neill, R.V. and Coleman, P.R. 1987. Landscape pattern in a disturbed environment. Oikos 48: 321–324.

    Google Scholar 

  • Li, H. and Reynolds, J.F. 1993. A new contagion index to quantify spatial patterns of landscapes. Landscape Ecology. 8: 155–162.

    Google Scholar 

  • Lovejoy, S. 1982. Area-perimeter relation for rain and cloud areas. Science 216: 185–187.

    Google Scholar 

  • Mandelbrot, B. 1983. The Fractal Geometry of Nature. W.H. Freeman and Co., New York.

    Google Scholar 

  • Milne, B.T. 1991. Lessons from applying fractal models to landscape patterns. In Quantitative Methods in Landscape Ecology. pp. 199–235. Edited by M.G. Turner and R.H. Gardner. Springer-Verlag, New York.

    Google Scholar 

  • Norton, D.J. and Slonecker, E.T. 1990. The ecological geography of EMAP. Geo Info Systems 1: 33–43.

    Google Scholar 

  • Noss, R.F. 1983. A regional landscape approach to maintain diversity. BioScience 33: 700–706.

    Google Scholar 

  • Omernik, J.M. 1977. Nonpoint source - stream nutrient level relationships: A nationwide study. EPA 600/3–77/105. U.S. Environmental Protection Agency, Corvallis, Oregon.

    Google Scholar 

  • O'Neill, R.V., Krummel, J.R., Gardner, R.H., Sugihara, G., Jackson, B., DeAngelis, D.L., Milne, B.T., Zygmunt, B., Christensen, S.W., Dale, V.H. and Graham, R.L. 1988. Indices of landscape pattern. Landscape Ecol. 1: 153–162.

    Google Scholar 

  • Osborne, L.L. and Wiley, M.J. 1988. Empirical relationships between land use/cover and stream water quality in an agricultural watershed. J. Environ. Manage. 26: 9–27.

    Google Scholar 

  • Overton, W.S., White, D. and Stevens, D.L. Jr. 1990. Design report for EMAP Environmental Monitoring and Assessment Program. EPA/600/3–91/053. U.S. Environmental Protection Agency, Environmental Research Laboratory, Corvallis, Oregon.

    Google Scholar 

  • Peterjohn, W.T. and Correll, D.L. 1984. Nutrient dynamics in an agricultural watershed: Observations on the role of a riparian forest. Ecology 65(5): 1466–1475.

    Google Scholar 

  • Roth, R.R. 1976. Spatial heterogeneity and bird species diversity. Ecology 57: 773–782.

    Google Scholar 

  • SAS Institute Inc. 1989. The REG procedure, TEST statement IN SAS/STAT User's Guide, Version 6, Forth Edition, Vol. 2. Cary, North Carolina.

    Google Scholar 

  • Sharpe, D.M., Guntenspergen, G.R., Dunn, C.P., Leitner, L.A. and Sterns, F. 1987. Vegetation dynamics in a southern Wisconsin agricultural landscape. In Landscape heterogeneity and disturbance. pp. 137–155. Edited by M.G. Turner. Springer-Verlag, New York.

    Google Scholar 

  • Turner, M.G. (ed.). 1987. Landscape heterogeneity and disturbance. Springer-Verlag, New York.

    Google Scholar 

  • Turner, M.G. 1989. Landscape ecology: The effect of pattern on process. Annu. Rev. Ecol. Syst. 20: 171–197.

    Google Scholar 

  • Turner, M.G., O'Neill, R.V., Gardner, R.H. and Milne, B.T. 1989. Effects of changing spatial scale on the analysis of landscape pattern. Landscape Ecol. 3: 153–162.

    Google Scholar 

  • U.S. Environmental Protection Agency. 1990. The Environmental Monitoring and Assessment Program - an overview. EPA/600/9-90/001. Washington, D.C.

  • van Dorp, D. and Opdam, P.F.M. 1987. Effects of patch size, isolation and regional abundance on forest bird communities. Landscape Ecol. 1: 59–73.

    Google Scholar 

  • White, D., Kimmerling, A.J. and Overton, W.S. 1992. Cartographic and geometric components of a global sampling design for environmental monitoring. Cartogr. Geograph. Inf. Syst. 19(1): 5–22.

    Google Scholar 

  • Wilcove, D.S., McLellan, C.H. and Dobson, A.P. 1986. Habitat fragmentation in the temperate zone. In Conservation Biology: The science of scarcity and diversity. pp. 237–256. Edited by M.E. Soule. Sinauer, Sunderland, Massachusetts.

    Google Scholar 

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Research supported by the Landscape Characterization Project, Environmental Monitoring and Assessment Program, U.S. Environmental Protection Agency, under Interagency Agreement DW89934921-01-0 with the U.S. Department of Energy under Contract DE-AC05-84OR21400 with Martin Marietta Energy Systems, Inc., Environmental Sciences Division Publication No. 4090.

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Hunsaker, C.T., O'Neill, R.V., Jackson, B.L. et al. Sampling to characterize landscape pattern. Landscape Ecol 9, 207–226 (1994). https://doi.org/10.1007/BF00134748

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