Skip to main content

Advertisement

Log in

Spatial Prediction of Invasion Success Across Heterogeneous Landscapes using an Individual-Based Model

  • Published:
Biological Invasions Aims and scope Submit manuscript

Abstract

The limited resources available for managing invasive plant species in native ecosystems and the magnitude of the problem make it essential that we develop methods to prioritize sites for management efforts. We used the individual-based simulation model ECOTONE in conjunction with climate and soil texture data to identify grassland site types where the invasive perennial forb Acroptilon repens is likely to be successful, and to create a threat map indicating the most vulnerable regions of Colorado. Acroptilon repens has the potential to become most abundant in dry areas with fine-textured soils. This information can be used to direct management efforts towards the areas at greatest risk, allowing the most effective use of limited resources. The most common approach for identifying invasible regions has been to extrapolate from the locations of existing invasions to find similar sites. Two major drawbacks to this method are the lack of consideration of the role of the existing plant community in inhibiting or facilitating invasion, and the assumption that the invading species is at equilibrium with the environment. The combination of an individual-based simulation model and a geographic information system provides a flexible tool to investigate the community and regional dynamics of invasive plant species.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • MR Burkart DD Buhler (1997) ArticleTitleA weed distribution analytical framework using a geographic information system Weed Science. 45 455–462 Occurrence Handle1:CAS:528:DyaK2sXkt1WrsLw%3D

    CAS  Google Scholar 

  • TK Chicoine PK Fay GA Nielsen (1986) ArticleTitlePredicting weed migration from soil and climate maps Weed Science. 34 57–61

    Google Scholar 

  • Colorado Climate Center (2001) Atmospheric Science Department, Colorado State University, Fort Collins, CO. http://ulysses.atmos.colostate.edu

  • C Daly RP Nielson DL Phillips (1994) ArticleTitleA statistical-topographic model for mapping climatological precipitation over mountainous terrain Journal of Applied Meteorology. 33 140–158 Occurrence Handle10.1175/1520-0450(1994)033<0140:ASTMFM>2.0.CO;2

    Article  Google Scholar 

  • J Franklin (1995) ArticleTitlePredictive vegetation mapping: geographic modelling of biospatial patterns in relation to environmental gradients Progress in Physical Geography. 19 474–499

    Google Scholar 

  • SC Goslee DPC Peters KG Beck (2001) ArticleTitleModeling invasive weeds in grasslands: the role of allelopathy in Acroptilon repens invasion Ecological Modelling. 139 31–45 Occurrence Handle10.1016/S0304-3800(01)00231-9 Occurrence Handle1:CAS:528:DC%2BD3MXjtFegsL0%3D

    Article  CAS  Google Scholar 

  • SC Goslee KG Beck DPC Peters (2003) ArticleTitleDistribution of known Acroptilon repens stands across Colorado in relation to climatic and environmental factors Journal of Range Management. 56 206–212

    Google Scholar 

  • DW Grant DPC Peters KG Beck HD Fraleigh (2003) ArticleTitleInfluence of an exotic species, Acroptilon repens (L.) DC., on seedling emergence and growth of native grasses Plant Ecology. 166 157–166 Occurrence Handle10.1023/A:1023221024593

    Article  Google Scholar 

  • SI Higgins DM Richardson (1996) ArticleTitleA review of models of alien plant spread Ecological Modelling. 87 249–265 Occurrence Handle10.1016/0304-3800(95)00022-4

    Article  Google Scholar 

  • SI Higgins DM Richardson RM Cowling TH Trinder-Smith (1999) ArticleTitlePredicting the landscape-scale distribution of alien plants and their threat to plant diversity Conservation Biology. 13 303–313 Occurrence Handle10.1046/j.1523-1739.1999.013002303.x

    Article  Google Scholar 

  • Kelsey RG and Bedunah DJ (1989) Ecological significance of allelopathy for Centaurea species in the northwestern United States. In: Proceedings of the Knapweed Symposium, pp 10–32. Montana State University, Bozeman

  • RN Mack (1996) ArticleTitlePredicting the identity and fate of plant invaders: emergent and emerging approaches Biological Conservation. 78 107–121 Occurrence Handle10.1016/0006-3207(96)00021-3

    Article  Google Scholar 

  • FD Panetta J Dodd (1987) ArticleTitleBioclimatic prediction of the potential distribution of skeleton weed Chondrilla juncea L. in western Australia Journal of the Australian Institute of Agricultural Sciences. 53 11–16

    Google Scholar 

  • DPC Peters (2002) ArticleTitlePlant species dominance at a grassland–shrubland ecotone: an individual-based gap dynamics model of herbaceous and woody species Ecological Modelling. 152 5–32 Occurrence Handle10.1016/S0304-3800(01)00460-4

    Article  Google Scholar 

  • Peters DPC and Herrick JE (2001) Modelling vegetation change and land degradation. In: Wainwright J. and Thornes. J. (eds) Land Degradation in Drylands: Current Science and Future Prospects. Invited paper. Special Issue of Advances in Environmental Monitoring and Modeling. (http://www.kcl.ac.uk/kis/schools/hums/geog/advemm.html)

  • CT Roché BF Roché SuffixJr (1988) ArticleTitleDistribution and amount of four knapweed (Centaurea L.) species in eastern Washington Northwest Science. 62 242–253

    Google Scholar 

  • BF Roché SuffixJr CT Roché (1991) Identification, introduction, distribution, ecology and economics of Centaurea species LF James JO Evans MH Ralphs RD Child (Eds) Noxious Range Weeds Westview Press Boulder 275–291

    Google Scholar 

  • Rogers CF (1928) Canada Thistle and Russian Knapweed and their Control. Colorado Experiment Station Bulletin 348, Fort Collins

  • HH Shugart (1984) A Theory of Forest Dynamics Springer New York 278

    Google Scholar 

  • HA Smith WS Johnson JS Schonkwiler SR Swanson (1999) ArticleTitleThe implications of variable or constant expansion rates in invasive weed infestations Weed Science. 47 62–66 Occurrence Handle1:CAS:528:DyaK1MXhtlGisbc%3D

    CAS  Google Scholar 

  • KL Stevens (1986) ArticleTitleAllelopathic polyacetylenes from Centaurea repens (Russian knapweed) Journal of Chemical Ecology. 12 1205–1211 Occurrence Handle10.1007/BF01012342 Occurrence Handle1:CAS:528:DyaL28XltFajsLY%3D

    Article  CAS  Google Scholar 

  • USDA Soil Conservation Service (1991) State Soil Geographic Data Base (STATSGO): Data Users Guide. Misc. Publication No. 1492

  • USDA Soil Conservation Service (1993) Soil Survey Manual. USDA-NRCS Agricultural Handbook 18. U.S. Government Print Office, Washington, DC, 437 pp

  • AK Watson (1980) ArticleTitleThe biology of Canadian weeds. 43. Acroptilon (Centaurea) repens (L.) DC Canadian Journal of Plant Science. 60 993–1004 Occurrence Handle10.4141/cjps80-142

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sarah C. Goslee.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Goslee, S.C., Peters, D.P.C. & Beck, K.G. Spatial Prediction of Invasion Success Across Heterogeneous Landscapes using an Individual-Based Model. Biol Invasions 8, 193–200 (2006). https://doi.org/10.1007/s10530-004-2954-y

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10530-004-2954-y

Keywords

Navigation