Predicting aquatic invasion in Adirondack lakes: A spatial analysis of lake and landscape characteristics

Ecosphere

Volumn 8, Issue 3, 2017, Pages

  Shaker, Richard R ^a,c   Yakubov, Artur D ^b   Nick, Stephanie M ^c   Vennie Vollrath, Erin ^d   Ehlinger, Timothy J ^e   Forsythe, K Wayne ^a  

^a RYERSON UNIVERSITY   (Canada)

^b BINGHAMTON UNIVERSITY   (United States)

^c GeoEco Design   (United States)

^d Adirondack Park Invasive Plant Program   (United States)

^e UNIVERSITY OF WISCONSIN MILWAUKEE   (United States)

Author keywords

Adirondack Park Invasive Plant Program; Alien invasive species; Applied ecology; Geographically weighted regression; Hot spot analysis; Landscape configuration; Landscape ecology; Monitoring invasive species in lakes; Poisson regression; Riparian zone; Spatial ecology; Species richness

Indexed keywords

EID: 85016269084     PISSN: None     EISSN: 21508925     Source Type: Journal    
DOI: 10.1002/ecs2.1723     Document Type: Article

References (60)

1. Akaike, H. 1978. A Bayesian analysis of the minimum AIC procedure. Annals of the Institute of Statistical Mathematics 30(Part A):9-14.
2. Alberti, M., D. Booth, K. Hill, B. Coburn, C. Avolio, S. Coe, and D. Spirandelli. 2007. The impact of urban patterns on aquatic ecosystems: an empirical analysis in Puget lowland sub-basins. Landscape and Urban Planning 80:345-361.
3. APA [Adirondack Park Agency]. 2015. Adirondack Parklike Agency 2015 Annual Report. http://www.apa.ny.gov/Documents/Reports/2015ApaAnnualReport.pdf.
4. APIPP [Adirondack Park Invasive Plant Program]. 2013. 2013 Annual Report. http://adkinvasives.com/ wp-content/uploads/2014/01/2013-APIPP-Annual- Report.pdf
5. APSLMP [Adirondack Park State Land Master Plan]. 2014 State of New York February, 2014 http://www apa.ny.gov/Documents/Laws-Regs/APSLMP.pdf
6. Baron, J S., N. L. Poff, P. L. Angermeier, C. N. Dahm, P. H. Gleick, N. G. Hairston Jr., R. B. Jackson, C. A. Johnston, B. D. Richter, and A. D. Steinman. 2002. Meeting ecological and societal needs for freshwater. Ecological Applications 12(5):1247-1260.
7. Bini, L. M., et al. 2009. Coefficient shifts in geographical ecology: an empirical evaluation of spatial and non-spatial regression. Ecography 32:193-204.
8. Buchan, L. A., and D. K. Padilla. 2000. Predicting the likelihood of Eurasian watermilfoil presence in lakes, a macrophyte monitoring tool. Ecological Applications 10:1442-1455.
9. Burnham, K. P., and D. R. Anderson. 2002. Model selection and multimodel inference: a practical information-theoretic approach Second edition Springer-Verlag, New York, New York, USA
10. Butchart, S H., et al. 2010 Global biodiversity: indicators of recent declines. Science 328:1164-1168.
11. Capers, R. S., R. Selsky, G. J. Bugbee, and J. C. White. 2007. Aquatic plant community invasibility and scale-dependent patterns in native and invasive species richness Ecology 88:3135-3143
12. Capers, R. S., R. Selsky, G. J. Bugbee, and J. C. White. 2009. Species richness of both native and invasive aquatic plants influenced by environmental conditions and human activity. Botany-Botanique 87:306-314
13. Connelly, N A., C R. O'Neill Jr., B. A. Knuth, and T. L. Brown. 2007. Economic impacts of zebra mussels on drinking water treatment and electric power generation facilities. Environmental Management 40:105-112.
14. Dale, M. R., and M. J. Fortin. 2014. Spatial analysis: a guide for ecologists. Second edition. Cambridge University Press, Cambridge, UK.
15. Diniz-Filho, J A F., T. F. L. Rangel, and L. M. Bini. 2008. Model selection and information theory in geographical ecology. Global Ecology and Biogeography 17:479-488.
16. Dormann, C. F., et al. 2007. Methods to account for spatial autocorrelation in the analysis of species distributional data: a review. Ecography 30:609-628.
17. Driscoll, C. T., et al. 2001. Acidic deposition in the Northeastern United States: sources and inputs, ecosystem effects, and management strategies. BioScience 51:180-198.
18. Elton, C. S. 2000. The ecology of invasions by plants and animals. University of Chicago Press, Chicago, Illinois, USA.
19. EO (Executive Order) 13112. 1999. Invasive species. https://www.gpo.gov/fdsys/pkg/FR-1999-02-08/pdf/ 99-3184.pdf
20. ESRI [Environmental Systems Research Institute]. 2014 ArcGIS 10.2 Environmental Systems Research Institute, Redlands, California, USA
21. Foley, J A., et al. 2005. Global consequences of land use. Science 309:570-574.
22. Foody, G. M. 2003. Geographical weighting as a further refinement to regression modelling: an example focused on the NDVI-rainfall relationship. Remote Sensing of Environment 88:283-293.
23. Fotheringham, A. S., C. Brunsdon, and M. Charlton. 2003. Geographically weighted regression: the analysis of spatially varying relationships. John Wiley & Sons,West Sussex, UK.
24. Fotheringham, A. S., C. Brunsdon, and M. Charlton. 2004. Quantitative geography. Sage, London, UK.
25. Gerland, P., et al. 2014. World population stabilization unlikely this century. Science 346:234-237.
26. Getis, A., and J. K. Ord. 1992. The analysis of spatial association by use of distance statistics. Geographical Analysis 24:189-206.
27. Gleick, P. H. 2003. Global freshwater resources: softpath solutions for the 21st century. Science 302:1524-1528.
28. Grime, J. P. 2006. Plant strategies, vegetation processes, and ecosystem properties. John Wiley & Sons,West Sussex, UK.
29. Hellmann, J. J., J. E. Byers, B. G. Bierwagen, and J. S. Dukes. 2008. Five potential consequences of climate change for invasive species. Conservation Biology 22:534-543.
30. Holt, J. B., and C. P. Lo. 2008. The geography of mortality in the Atlanta metropolitan area. Computers, Environment and Urban Systems 32:149-164.
31. Karr, J. R. 2006. Seven foundations of biological monitoring and assessment. Biologia Ambientale 20:7-18.
32. Karr, J. R., and E. W. Chu. 1999. Restoring life in running waters: better biological monitoring. Island Press, Washington, D.C., USA.
33. Karr, J. R., K. D. Fausch, P. L. Angermeier, P. R. Yant, and I. J. Schlosser. 1986. Assessing biological integrity in running waters: a method and its rationale. Special Publication 5. Illinois Natural History Survey Champaign, Illinois USA
34. Karr, J. R., and C. O. Yoder. 2004. Biological assessment and criteria improve total maximum daily load decision making. Journal of Environmental Engineering 130:594-604.
35. King, R. S., M. E. Baker, D. F. Whigham, D. E. Weller, T. E. Jordan, P. F. Kazyak, and M. K. Hurd. 2005. Spatial considerations for linking watershed land cover to ecological indicators in streams. Ecological Applications 15:137-153.
36. Kupfer, J. A., and C. A. Farris. 2007. Incorporating spatial non-stationarity of regression coefficients into predictive vegetation models. Landscape Ecology 22:837-852.
37. Lehman, A. 2005. JMP for basic univariate and multivariate statistics: a step-by-step guide SAS Institute, Cary, North Carolina, USA
38. Leitão, A B., J Miller, J. Ahern, and K. McGarigal. 2006. Measuring landscapes: a planner's handbook. Island Press, Washington, D.C., USA.
39. Leung, B., J. M. Bossenbroek, and D. M. Lodge. 2006. Boats, pathways, and aquatic biological invasions: estimating dispersal potential with gravity models. Biological Invasions 8:241-254.
40. Liu, J., et al. 2007. Complexity of coupled human and natural systems. Science 317:1513-1516.
41. Lodge, D. M. 1993. Biological invasions: lessons for ecology. Trends in Ecology & Evolution 8:133-137.
42. Maezo, M. J., H. Fournier, and B. E. Beisner. 2010. Potential and realized interactions between two aquatic invasive species: Eurasian watermilfoil (Myriophyllum spicatum) and rusty crayfish (Orconectes rusticus). Canadian Journal of Fisheries and Aquatic Sciences 67:684-700.
43. MEA (Millennium Ecosystem Assessment). 2005. Ecosystems and human well-being: synthesis. Island Press, Washington, D.C., USA.
44. McGarigal, K., S. A. Cushman, and E. Ene. 2012. FRAGSTATS: spatial pattern analysis program for categorical maps. http://www.umass.edu/landeco/ research/fragstats/fragstats
45. McNeil, B. E., R. E. Martell, and J. M. Read. 2006. GIS and biogeochemical models for examining the legacy of forest disturbance in the Adirondack Park, NY, USA.Ecological Modelling 195:281-295.
46. Moran, P. A. P. 1950. Notes on continuous stochastic phenomena. Biometrika 37:17-33.
47. Naiman, R. J., and M. G. Turner. 2000. A future perspective on North America's freshwater ecosystems. Ecological Applications 10:958-970.
48. Turner, M. G., and R. H. Gardner. 2015. Landscape ecology in theory and practice: pattern and process. Second edition. Springer-Verlag, New York, New York, USA
49. USGS (U.S Geological Survey). 2014 The national map Earth Resources Observation and Science (EROS) Center. Sioux Falls, San Diego, USA. https://nationalmap.gov/
50. Vitousek, P. M., C. M. D'Antonio, L. L. Loope, M. Rejmanek, and R. Westbrooks. 1997. Introduced species: a significant component of humancaused global change. New Zealand Journal of Ecology 21(1):1-16.
51. Vitousek, P. M., C. M. D'Antonio, L. L. Loope, and R. Westbrooks. 1996. Biological invasions as global environmental change. American Scientist 84:468.
52. Wagner, H. H., and M. J. Fortin. 2005. Spatial analysis of landscapes: concepts and statistics. Ecology 86:1975-1987.
53. Wickham, J. D., S. V. Stehman, J. A. Fry, J. H. Smith, and C. G. Homer. 2010. Thematic accuracy of the NLCD 2001 land cover for the conterminous United States. Remote Sensing of Environment 114:1286-1296.
54. Wilcove, D. S., D. Rothstein, J. Dubow, A. Phillips, and E. Losos. 1998. Quantifying threats to imperiled species in the United States. BioScience 48:607-615.
55. Wilson, E. O. 2002. The future of life. Vintage Books, New York, New York, USA.
56. Wong, D., and J. Lee. 2005. Spatial analysis of geographic information with ArcView GIS and ArcGIS. John Wiley & Sons, West Sussex, UK.
57. Wu, J., and R. Hobbs. 2007. Key topics in landscape ecology. Cambridge University Press, Cambridge, UK.
58. WWF [World Wildlife Fund for Nature International]. 2015. Living Planet Report 2014.
59. UNEP World Conservation Monitoring Center, Geneva, Switzerland. http://wwf.panda.org/about-our-earth/all-publications/living-planet-report/
60. Zhang, C., and K. J. Boyle. 2010. The effect of an aquatic invasive species (Eurasian watermilfoil) on lakefront property values. Ecological Economics 70:394-404.