Skip to main content

Neutral Models: Useful Tools for Understanding Landscape Patterns

  • Chapter
Wildlife and Landscape Ecology

Abstract

A neutral model is a minimum set of rules required to generate pattern in the absence of a particular process (or set of processes) being studied. The results of the neutral model provide a means of testing the effect of the measured process on patterns that are actually observed (Caswell 1976). If observed patterns do not differ from the neutral model, then the measured process has not significantly affected the observed pattern. Conversely, when results differ from model predictions in a way that is consistent with a particular process, then strong evidence for the importance of this process has been obtained. Several authors have argued that formulation of a proper neutral model is necessary for hypothesis testing, because data often exhibit nonrandom patterns in the absence of the causal mechanisms of interest (Quinn and Dunham 1983). This approach has been discussed extensively in the field of community ecology (e.g. Conner and Simberloff 1984 1986; Haefner 1988) as well as other areas of biology (Nitecki and Hoffman 1987).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Baker, W.L. 1992. Effects of settlement and fire suppression on landscape structure. Ecology 73:1879–1887.

    Article  Google Scholar 

  • Ballal, S.R., S.A. Fore, and S.I. Guttman. 1994. Apparent gene flow and genetic structure ofAcer saccharumsubpopulations in forest fragments. Canadian Journal of Botany 72:1311–1315.

    Article  Google Scholar 

  • Caswell, H. 1976. Community structure: a neutral model analysis. Ecological Monographs 46:327–354.

    Article  Google Scholar 

  • Connor, E.F., and D. Simberloff. 1984. Neutral models of species’ co-occurrence patterns. Pp. 316–331 in D.R. Strong, Jr., D. Simberloff, L.G. Abele, and A.B. Thistle, editors. Ecological communities: conceptual issues and the evidence. Princeton University Press, Princeton, New Jersey, USA.

    Google Scholar 

  • Connor, E.F., and D. Simberloff. 1986. Competition, scientific method, and null models in ecology. American Scientist 74:155–162.

    Google Scholar 

  • Dale, V.H., S.M. Pearson, H.L. Offerman, and R.V. O’Neill. 1994. Relating patterns of land-use change to faunal biodiversity in the central Amazon. Conservation Biology 8:1027–1036.

    Article  Google Scholar 

  • Gardner, R.H., B.T. Milne, M.G. Turner, and R.V. O’Neill. 1987. Neutral models for the analysis of broad-scale landscape pattern. Landscape Ecology, 1:19–28.

    Article  Google Scholar 

  • Gardner, R.H., and R.V. O’Neill. 1991. Pattern, process, and predictability: the use of neutral models for landscape analysis. Pp. 289–307 in M.G. Turner and R.H. Gardner, editors. Quantitative methods in landscape ecology: the analysis and interpretation of landscape heterogeneity. Springer-Verlag, New York, New York, USA.

    Google Scholar 

  • Gardner, R.H., M.G. Turner, R.V. O’Neill, and S. Lavorel. 1991. Simulation of the scale-dependent effects of landscape boundaries on species persistence and dispersal. Pp. 76–89 in M.M. Holland, P.G. Risser, and R.J. Naiman, editors. Ecotones: the role of landscape boundaries in the management and restoration of changing environments. Chapman and Hall, New York, New York, USA.

    Google Scholar 

  • Haefner, J.W. 1988. Assembly rules for Greater Antillean Anolis lizards: competition and random models compared. Oecologia 74:551–565.

    Article  Google Scholar 

  • Holt, R.D., G.R. Robinson, and M.S. Gaines. 1995. Vegetation dynamics in an experimentally fragmented landscape. Ecology 76:1610–1624.

    Article  Google Scholar 

  • Johnson, A.R., B.T. Milne, and J.A. Weins. 1992. Diffusion in fractal landscapes: simulations and experimental studies of tenebrionid beetle movements. Ecology 73:1968–1983.

    Article  Google Scholar 

  • Lavorel, S., R.H. Gardner, and R.V. O’Neill. 1993. Analysis of patterns in hierarchically structured landscapes. Oikos 67:521–528.

    Article  Google Scholar 

  • McGarigal, K., and B.J. Marks. 1995. FRAGSTATS: spatial pattern analysis program for quantifying landscape structure. U.S. Department of Agriculture Pacific Northwest Research Station General Technical Report PNW-GTR-351, Portland, Oregon, USA.

    Google Scholar 

  • Milne, B.T. 1991. Lessions from applying fractal models to landscape patterns. Pp. 199–235 in M.G. Turner and R.H. Gardner, editors. Quantitative methods in landscape ecology: the analysis and interpretation of landscape heterogeneity. Springer-Verlag, New York, New York, USA.

    Google Scholar 

  • Milne, B.T. 1992. Spatial aggregation and neutral models of fractal landscapes. American Naturalist 139:32–57.

    Article  Google Scholar 

  • Nitecki, M.H., and A. Hoffman, editors. 1987. Neutral models in biology. Oxford University Press, New York, New York, USA.

    Google Scholar 

  • O’Neill, R.V., B.T. Milne, M.G. Turner, and R.H. Gardner. 1988. Resource utilization scales and landscape pattern. Landscape Ecology 2:63–69.

    Google Scholar 

  • O’Neill, R.V., R.H. Gardner, B.T. Milne, M.G. Turner, and B. Jackson. 1991. Heterogeneity and spatial hierarchies. Pp. 85–96 in J. Kolasa and S.T.A. Pickett, editors. Ecological Heterogeneity. Springer-Verlag, New York, New York, USA.

    Chapter  Google Scholar 

  • Palmer, M.W. 1988. Fractal geometry: a tool for describing spatial patterns of plant communities. Vegetatio 75:91–102.

    Article  Google Scholar 

  • Palmer, M.W. 1992. The coexistence of species in fractal landscapes. American Naturalist 139:375–397.

    Article  Google Scholar 

  • Pearson, S.M., M.G. Turner, R.H. Gardner, and R.V. O’Neill. 1996. An organism-based perspective of habitat fragmentation. Pp. 77–95 in R.C. Szaro and D.W. Johnston, editors. Biodiversity in managed landscapes: theory and practice. Oxford University Press, New York, New York, USA.

    Google Scholar 

  • Pearson, S.M., M.G. Turner, and K.R. Cox. Population persistence on fragmented landscapes: interactions between life history strategy and landscape pattern (unpublished manuscript).

    Google Scholar 

  • Plotnick, R.E., and R.H. Gardner. 1993. Lattices and landscapes. Pp. 129–157 in Lectures on mathematics in the life sciences: predicting spatial effects in ecological systems. Vol. 23. R.H. Gardner, editor. American Mathematical Society, Providence, Rhode Island, USA.

    Google Scholar 

  • Plotnick, R.E., and K. Prestegaard. 1993. Fractal analysis of geological time series. Pp. 207–222 in N. Lam and L. DeCola, editors. Fractals in geography. Prentice-Hall, Inc., Englewood Cliffs, New Jersey, USA.

    Google Scholar 

  • Quinn, J.F., and A.E. Dunham. 1983. On hypothesis testing in ecology and evolution. American Naturalist 122:602–617.

    Article  Google Scholar 

  • Santos, T., and J.L. Telleria. 1994. Influence of forest fragmentation on seed consumption and dispersal of Spanish juniper. Biological Conservation 70:129–134.

    Article  Google Scholar 

  • Saupe, D. 1988. Algorithms for random fractals. Pp. 71–136 in H. Peitgen and D. Saupe, editors. The science of fractal images. Springer-Verlag, New York, New York, USA.

    Chapter  Google Scholar 

  • Stauffer, D., and A. Aharony. 1992. Introduction to percolation theory. Second edition. Taylor and Francis, London, UK.

    Google Scholar 

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

    Article  Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1997 Springer Science+Business Media New York

About this chapter

Cite this chapter

Pearson, S.M., Gardner, R.H. (1997). Neutral Models: Useful Tools for Understanding Landscape Patterns. In: Bissonette, J.A. (eds) Wildlife and Landscape Ecology. Springer, New York, NY. https://doi.org/10.1007/978-1-4612-1918-7_8

Download citation

  • DOI: https://doi.org/10.1007/978-1-4612-1918-7_8

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4612-7338-7

  • Online ISBN: 978-1-4612-1918-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics