High-resolution assessment and visualization of environmental stressors in the Lake Superior basin
Keywords:
anthropogenic stressors, Great Lakes, environmental indicators, watersheds, ArcHydroAbstract
Quantifying gradients of anthropogenic stress can inform the development of sample designs, provide an important covariate in modeling relationships of response variables, identify reference and highly-disturbed sites, and provide a baseline and guidance to restoration and remediation efforts. We describe development of SumRel, a composite index of anthropogenic stress, for the U.S. and Canadian Lake Superior basin. Key elements of the project include development of high-resolution watersheds throughout the basin, summarization of the major point and non-point stressors within these watersheds, and creation of tools for scaling the watersheds and stressor summaries. SumRel was calculated at two spatial scales: for high resolution subcatchments within the Lake Superior basin (mean watershed area = 93 ha) and for coastal watersheds of Lake Superior. An assessment of subcatchments within Minnesota's St. Louis River watershed showed a correlation between the degree of disturbance, as indicated by SumRel, and impaired water quality, as evidenced by in-stream conductivity. These data and tools allow identification and visualization of reference and highly-disturbed sites at multiple spatial scales, providing decision support for individual agency and binational monitoring, assessment and restoration initiatives across the Lake Superior basin.
References
Axler, R. P., Brady, V. J., Breneman, D. H. and Johnson, L. B. 2011. “Assessment of stream habitat, biological condition, and water quality of the St Louis River watershed”. Duluth, MN: Natural Resources Research Institute. NRRI/TR-2011/22
Bourgeau-Chaves, L., Lopez, R. D., Trebitz, A., Hollenhorst, T. P., Host, G. E., Huberty, B., Gauthier, R. L. and Hummer, J. 2008. “Landscape-based indicators”. In Great Lakes Wetland Coastal Monitoring Plan, Edited by: Burton, T. A., Brazner, J. C., Ciborowski, J. J. H., Grabas, G. P., Hummer, J., Schneider, J. and Uzarski, D. G. 143–171. Ann Arbor: Great Lakes Commission.
Brazner, J. C., Danz, N. P., Niemi, G. J., Regal, R. R., Trebitz, A. S., Howe, R. W., Hanowski, J. M., Johnson, L. B., Ciborowski, J. J.H., Johnston, C. A., Reavie, E. D. and Brady, V. J. 2007a. Evaluation of geographic, geomorphic, and human influences on Great Lakes wetland indicators. A multi-assemblage approach. Ecological Indicators, 7: 610–635.
Brazner, J. C., Danz, N. P., Trebitz, A. S., Niemi, G. J., Regal, R. R., Hollenhorst, T. P., Host, G. E., Reavie, E. D., Brown, T. N., Hanowski, J. M., Johnston, C. A., Johnson, L. B., Howe, R. W. and Ciborowski, J. J.H. 2007b. Responsiveness of Great Lakes Wetland Indicators to Human Disturbances at Multiple Spatial Scales: A Multi-Assemblage Assessment. Journal of Great Lakes Research, 33(3): 42–66.
Danz, N. P., Niemi, G. J., Regal, R. R., Hollenhorst, T. P., Johnson, L. B., Hanowski, J. M., Axler, R. P., Ciborowski, J. J.H., Hrabik, T., Brady, V. J., Kelly, J. R., Morrice, J. A., Brazner, J. C., Howe, R. W., Johnston, C. A. and Host, G. E. 2005. Integrated gradients of anthropogenic stress in the U.S. Great Lakes basin. Environmental Management, 39: 631–647.
Davis, W. S. and Simon, T. P. 1995. “Biological Assessment and Criteria: Tools for Water Resource Planning and Decision Making”. Boca Raton: Lewis Publishers.
Forman, R. T.T. 2000. Estimate of the area affected ecologically by the road system in the United States. Conservation Biology, 14(1): 31–35.
Halpern, B. S., Walbridge, S., Selkoe, K. A., Kappel, C. V., Micheli, F., D’Agrosa, C., Bruno, J. F., Casey, K. S., Ebert, C., Fox, H. E., Fujita, R., Heinemann, D., Lenihan, H. S., Madin, E. M.P., Perry, M. T., Selig, E. R., Spalding, M., Steneck, R. and Watson, R. 2008. A Global Map of Human Impact on Marine Ecosystems. Science, 319(5865): 948–952.
Hollenhorst, T. P., Brown, T. N., Johnson, L. B., Ciborowski, J. J.H. and Host, G. E. 2007. Methods for generating multi-scale watershed delineations for indicator development in Great Lakes coastal ecosystems. Journal of Great Lakes Research, 33(3): 13–26.
Hollenhorst, T. P., Johnson, L. B. and Ciborowski, J. J.H. 2011. Monitoring land cover change in the Lake Superior basin. Aquatic and Ecosystem Health and Management Society, 14(4): 433–442.
Host, G. E., Schuldt, J., Johnson, L. B., Hollenhorst, T. and Richards, C. 2005. Use of GIS and remotely-sensed data for a priori identification of reference areas for Great Lakes coastal ecosystems. International Journal of Remote Sensing, 26: 5325–5342.
Lake Superior Binational Program. 2006. “Chapter 3: Ecosystem Goals, Objectives, Indicators, Monitoring, and Beneficial Use Impairments”. Vol. 2006, 1–25. Lake Superior Lakewide Management Plan (LaMP).
Maidment, D. R. and Morehouse, S. 2002. ArcHydro: GIS for Water Resources, Redlands, CA: ESRI Press.
Niemi, G. J. and McDonald, M. E. 2004. Applications of ecological indicators. Annual Review of Ecology and Systematics, 35: 89–111.
Niemi, G. J., Kelly, J. R. and Danz, N. P. 2007. Environmental Indicators for the Coastal Region of the North American Great Lakes: Introduction and Prospectus. Journal of Great Lakes Research, 33(Supplement 3): 1–12.
Spectranalysis, I. 2004. “Introduction to the Ontario Land Cover Database, 2nd edition: Outline of production methodology and description of 27 land cover classes”. Ontario, CA Report to the Ontario Ministry of Natural Resources edition
Vogelmann, J. E., Sohl, T. L., Campbell, P. V. and Shaw, D. M. 1998. Regional Land Cover Characterization Using Landsat Thematic Mapper Data and Ancillary Data Sources. Environmental Monitoring and Assessment, 51(1–2): 415–428.
Vorosmarty, C. J., McIntyre, P. B., Gessner, M. O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S. E., Sullivan, C. A., Liermann, C. R. and Davies, P. M. 2010. Global threats to human water security and river biodiversity. Nature, 467(7315): 555–561.
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