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Soil Phosphorus Concentrations in Dane County, Wisconsin, USA: An Evaluation of the Urban–Rural Gradient Paradigm

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Abstract

Understanding the magnitude and location of soil phosphorus (P) accumulation in watersheds is a critical step toward managing runoff of this pollutant to aquatic ecosystems. Here, I examine the usefulness of urban–rural gradients, an emerging experimental design in urban ecology, for predicting extractable soil P concentrations across a rapidly urbanizing agricultural watershed in southern Wisconsin. I compare several measures of an urban–rural gradient to predictors of soil P such as soil type, slope, topography, land use, land cover, and fertilizer and manure use. Most of the factors that were expected to drive differences in soil P concentrations were found to be poor predictors of Bray-1 (extractable) soil P, which ranged from 4 to 660 ppm; while there were several significant relationships, most explained only a small proportion of the variation. A multiple linear regression model captured approximately 37% of the variation in the data using the urban–rural gradient, topography, land use, land cover, manure use, and soil type as predictors. There was a significant relationship between Bray-1 P concentration and each of the urban–rural gradients, but these relationships explained only between 2.6% and 3.3% of the variation in P concentrations. Extractable P concentration in soils, unlike some other ecosystem properties, is not well predicted by urban–rural gradients.

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References

  1. K. E. Arbuckle J. A. Downing (2001) ArticleTitleThe influence of watershed land use on lake N:P in a predominantly agricultural landscape. Limnology and Oceanography 46 970–975

    Google Scholar 

  2. J. W. Baxter S. T. A. Pickett J. Dighton M. M. Carreiro (2002) ArticleTitleNitrogen and phosphorus availability in oak forest stands exposed to contrasting anthropogenic impacts. Soil Biology and Biochemistry 34 623–633 Occurrence Handle10.1016/S0038-0717(01)00224-3 Occurrence Handle1:CAS:528:DC%2BD38XivVahs7s%3D

    Article  CAS  Google Scholar 

  3. M. N. Beaulac K. H. Reckhow (1982) ArticleTitleAn examination of land use—nutrient export relationships. Water Resources Bulletin 18 1013–1024 Occurrence Handle1:CAS:528:DyaL3sXlvFCnsQ%3D%3D

    CAS  Google Scholar 

  4. E. M. Bennett S. R. Carpenter N. F. Caraco (2001) ArticleTitleHuman impact on erodable phosphorus and eutrophication: a global perspective. BioScience 51 227–234

    Google Scholar 

  5. Berry, B. J. L. 1991. Urbanization. Pages 103–119 in B. L. Turner, W. C. Clark, R. W. Kates, J. F. Richards, J. T. Mathews, and W. B. Meyer (eds.), The Earth as transformed by human action. Cambridge University Press with Clark University, Cambridge, UK.

  6. R. B. Blair A. E. Launer (1997) ArticleTitleButterfly diversity and human land use: species assemblages along an urban gradient. Biological Conservation 80 113–125 Occurrence Handle10.1016/S0006-3207(96)00056-0

    Article  Google Scholar 

  7. M. A. Bowers B. Breland (1996) ArticleTitleForaging of gray squirrels on an urban-rural gradient: use of the GUD to assess anthropogenic impact. Ecological Applications 6 1135–1142

    Google Scholar 

  8. G.E.P. Box W.G. Hunter J.S. Hunter (1978) Statistics for experimenters Wiley New York

    Google Scholar 

  9. Breitburg, D. L., J. W. Baxter, C. A. Hatfield, R. W. Howarth, C. G. Jones, Lovett, G. M., and C. Wigand. 1998. Understanding effects of multiple stressors: ideas and challenges. Pages 416–431 in M. L. Pace and P. M. Groffman (eds.), Successes, limitations, and frontiers in ecosystem science. Springer-Verlag, New York.

  10. M. M. Carreiro K. Howe D. F. Parkhurst R. V. Pouyat (1999) ArticleTitleVariation in quality and decomposability of red oak lead litter along an urban-rural gradient. Biology and Fertility of Soils 30 258–268 Occurrence Handle10.1007/s003740050617

    Article  Google Scholar 

  11. Dane County Regional Planning Commission. 1998. 1997 Regional trends: Dane County, Wisconsin. Dane County Regional Planning Commission, Madison, Wisconsin.

  12. C. R. Frink (1991) ArticleTitleEstimating nutrient exports to estuaries. Journal of Environmental Quality 20 717–724 Occurrence Handle1:CAS:528:DyaK38XhtV2itw%3D%3D

    CAS  Google Scholar 

  13. N. B. Grimm M. Grove S. T. A. Pickett C. L. Redman (2000) ArticleTitleIntegrated approaches to long-term studies of urban ecological systems. BioScience 50 571–584

    Google Scholar 

  14. G. Heckrath P. C. Brookes P. R. Poulton K. W. T. Goulding (1995) ArticleTitlePhosphorus leaching from soils containing different phosphorus concentrations in the Broadbalk experiment. Journal of Environmental Quality 24 904–910 Occurrence Handle1:CAS:528:DyaK2MXot1Wks7k%3D

    CAS  Google Scholar 

  15. T. E. Jordan D. L. Correll D. E. Weller (1997) ArticleTitleEffects of agriculture on discharges of nutrients from coastal plain watersheds of Chesapeake Bay. Journal of Environmental Quality 26 836–848 Occurrence Handle1:CAS:528:DyaK2sXjsVCqtLs%3D

    CAS  Google Scholar 

  16. K. E. Limburg R. E. Schmidt (1990) ArticleTitlePatterns of fish spawning in Hudson River tributaries: response to an urban gradient? Ecology 71 1238–1245

    Google Scholar 

  17. M. Luck J. Wu (2002) ArticleTitleA gradient analysis of the landscape pattern of urbanization in the Phoenix metropolitan area of the USA. Landscape Ecology. 17 327–339 Occurrence Handle10.1023/A:1020512723753

    Article  Google Scholar 

  18. R. E. McCollum (1991) ArticleTitleBuildup and decline in soil phosphorus: 30-year trends on a typic umprabuult. Agronomy Journal 83 77–85 Occurrence Handle1:CAS:528:DyaK3MXhvVChtbk%3D

    CAS  Google Scholar 

  19. McDonnell, M. J., and S. T. A. Pickett. 1991. Comparative Analysis of ecosystems along gradients of urbanization: opportunities and limitations. In G. L. J. Cole and S. Findlay (eds.), Comparative analyses of ecosystems: patterns, mechanisms, and theories. Springer-Verlag, New York.

  20. M. J. McDonnell S. T. A. Pickett (1993) Humans as components of ecosystems Springer-Verlag New York

    Google Scholar 

  21. M. J. McDonnell S. T. A. Pickett P. Groffman P. Bohlen R. V. Pouyat W. C. Zipperer R. W. Parmelee M. M. Carreiro K. Medley (1997) ArticleTitleEcosystem processes along an urban-rural gradient. Urban Ecosystems 1 21–36 Occurrence Handle10.1023/A:1014359024275

    Article  Google Scholar 

  22. K. E. Medley S. T. A. Pickett M. J. McDonnell (1995) ArticleTitleForest-landscape structure along an urban-to-rural gradient. Professional Geographer 47 159–168

    Google Scholar 

  23. Y. Natuhara C. Imai (1996) ArticleTitleSpatial structure of avifauna along urban-rural gradients. Ecological Research 11 1–9

    Google Scholar 

  24. S. T. A. Pickett (1997) ArticleTitleIntegrated urban ecosystem research. Urban Ecosystems 1 183–184 Occurrence Handle10.1023/A:1018579628818

    Article  Google Scholar 

  25. R. V. Pouyat M. J. McDonnell (1991) ArticleTitleHeavy metal accumulation in forest soils along an urban–rural gradient in southeastern New York, USA. Water, Air and Soil Pollution 57–58 797–807

    Google Scholar 

  26. R. V. Pouyat R. W. Parmelee M. M. Carreiro (1994) ArticleTitleEnvironmental effects of forest soil-invertebrate and fungal densities in oak stands along an urban-rural land use gradient. Pedobiologia 38 385–399 Occurrence Handle1:CAS:528:DyaK2cXmvF2qt7Y%3D

    CAS  Google Scholar 

  27. R. V. Pouyat M. J. McDonnell S. T. A. Pickett (1997) ArticleTitleLitter decomposition and nitrogen mineralization in oak stands along an urban-rural land use gradient. Urban Ecosystems 1 117–131 Occurrence Handle10.1023/A:1018567326093

    Article  Google Scholar 

  28. T. Reed-Andersen S. R. Carpenter R. C. Lathrop (2000) ArticleTitlePhosphorus flow in a watershed-lake ecosystem. Ecosystems 3 261–573 Occurrence Handle10.1007/s100210000049

    Article  Google Scholar 

  29. SAS Institute (1989–1996) Propretary software release 6.12, SAS Institute, Cary, NC

  30. InstitutionalAuthorNameSAS Institute (1995) Statistical analysis system user’s guide: statistics. Version 6.2 SAS Institute Cary, NC

    Google Scholar 

  31. A. Sharpley T. C. Daniel D. R. Edwards (1993) ArticleTitlePhosphorus movement in the landscape. Journal of Production Agriculture 6 507–513

    Google Scholar 

  32. A.N. Sharpley (1995) ArticleTitleDependence of runoff phosphorus on extractable soil phosphorus, Journal of Environmental Quality 24 920–926 Occurrence Handle1:CAS:528:DyaK2MXot1Wks7c%3D

    CAS  Google Scholar 

  33. A. Sharpley T. C. Daniel J. T. Sims D. H. Pote (1996) ArticleTitleDetermining environmentally sound soil phosphorus levels. Journal of Soil and Water Conservation 51 160–166

    Google Scholar 

  34. A. N. Sharpley H. Tunney (2000) ArticleTitlePhosphorus research strategies to meet agricultural and environmental challenges of the 21st century. Journal of Environmental Quality 29 176–181 Occurrence Handle1:CAS:528:DC%2BD3cXot1ejsg%3D%3D

    CAS  Google Scholar 

  35. R. R. Sokal F. J. Rohlf (1995) Biometry: the principles and practice of statistics in biological research. Freeman New York

    Google Scholar 

  36. H. Tunney (1990) ArticleTitleA note on a balance sheet approach to estimating the phosphorus fertiliser needs of agriculture. Irish Journal of Agricultural Research 29 149–154

    Google Scholar 

  37. H. Tunney O. T. Carton P. C. Brookes A. E. Johnston (1997) Phosphorus loss from soil to water. CAB International New York

    Google Scholar 

  38. USDA (United States Department of Agriculture). 1978. Soil survey of Dane County, Wisconsin. Soil Conservation Service in cooperation with the Research Division of the College of Agricultural and Life Sciences, University of Wisconsin.

  39. R. H. Whittaker (1967) ArticleTitleGradient analysis of vegetation. Biological Reviews 49 207–264

    Google Scholar 

  40. Zhu, and Carreiro, M. 1999. Chemoautotrophic nitrification in acidic forest soils along an urban-to-rural transect. Soil Biology and Biochemistry 31:1091–1100.

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Acknowledgements

I am very grateful to Tom Pearce and Colleen Flaherty, who helped with data collection and processing. Discussions with Steve Carpenter, Monica Turner, Emily Stanley, Kevin McSweeney, Pete Nowak, and Tim Essington and others helped clarify the thoughts behind this project. Pieter Johnson, Katie Predick, Margaret Carreiro, Jason Kaye, and Jim Baxter provided thoughtful and useful reviews of the manuscript in preparation. This research was funded by the National Science Foundation (NSF) through the Long Term Ecological Research (LTER) program and the Wisconsin IGERT (Integrative Graduate Education, Research, and Training) project.

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Correspondence to Elena M. Bennett.

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Bennett, E. Soil Phosphorus Concentrations in Dane County, Wisconsin, USA: An Evaluation of the Urban–Rural Gradient Paradigm . Environmental Management 32, 476–487 (2003). https://doi.org/10.1007/s00267-003-0035-0

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