, Volume 28, Issue 2, pp 411–422 | Cite as

Spatial variability of soil properties in cypress domes surrounded by different land uses

  • Matthew J. Cohen
  • Edmond J. Dunne
  • Gregory L. Bruland


Anthropogenic activities affect self-organization in wetlands, in turn affecting spatial patterns of soil properties such as pH, nutrient concentrations, and soil organic matter content. To better understand the effects of anthropogenic disturbance in wetlands, we examined soil patterns in wetlands subject to a gradient of human impact. Four cypress domes in north Florida representing reference/ unmanaged, forest plantation, improved pasture, and urban land uses were sampled (n = 60 site−1) for soil pH, organic matter (OM), and total phosphorus (TP). Mean values varied significantly both within and among sites, with low pH, SOM, and TP at minimally impacted and plantation sites, and high values at pasture and urban sites. Within-site variability was large for SOM and TP in all sites (average coefficient of variation = 48% and 62%, respectively), and small for pH (average CV = 7%). Strong radial patterns for SOM and TP in minimally impacted and plantation sites were observed. In contrast, at pasture and urban sites linear/quadratic trends in pH were observed. We quantified spatial patterns by soil property for each site, observing significant structure (long range, low nugget:sill) for TP and SOM in minimally impacted and forest plantation sites. We infer a transition from endogenous to exogenous drivers with increasing anthropogenic influence. Our findings indicate that, for pH, a small number of samples (n < 3 for characterization within 10% of true mean) are needed, while more (n = 11–33) are needed for SOM and TP; sampling density requirements increase with the scale of spatial structure. Our results allow the definition of the necessary sampling intensity and design to achieve effective monitoring.

Key Words

biogeochemistry geostatistics isolated wetlands Monte Carlo simulation sampling intensity spatial structure variability 


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Literature Cited

  1. Adams, D. A. 1963. Factors influencing vascular plant zonation in North Carolina salt marshes. Ecology 44: 445–56.CrossRefGoogle Scholar
  2. Anderson, J. M. 1976. An ignition method for determination of total phosphorus in lake sediments. Water Research 10: 329–31.CrossRefGoogle Scholar
  3. Belyea, L. R. and J. Lancaster. 2002. Inferring landscape dynamics of bog pools from scaling relationships and spatial patterns. Journal of Ecology 90: 223–34.CrossRefGoogle Scholar
  4. Boerner, R. E. J., A. J. Scherzner, and J. A. Brinkman. 1998. Spatial patterns of inorganic N, P availability, and organic C in relation to soil disturbance: a chronosequence analysis. Applied Soil Ecology 7: 159–77.CrossRefGoogle Scholar
  5. Bridgham, S. D., C. A. Johnston, and J. P. Schubaurer-Berigan. 2001. P sorption dynamics in soils and coupling with surface and pore water in riverine wetlands. Soil Science Society of America Journal 65: 577–88.Google Scholar
  6. Brown, D. J., K. D. Shepherd, M. G. Walsh, M. D. Mays, and T. G. Reinsch. 2006. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma 132: 274–90.CrossRefGoogle Scholar
  7. Brown, M. T. and M. B. Vivas. 2005. Landscape development intensity index. Environmental Monitoring and Assessment 101: 289–309.CrossRefPubMedGoogle Scholar
  8. Bruland, G. L., S. Grunwald, T. Z. Osborne, K. R. Reddy, and S. Newman. 2006. Spatial distribution of soil properties in Water Conservation Area 3 of the Everglades. Soil Science Society of America Journal 70: 1662–76.CrossRefGoogle Scholar
  9. Bruland, G. L. and C. J. Richardson. 2004. A spatially explicit investigation of phosphorus sorption and related soil properties in two riparian wetlands. Journal of Environmental Quality 33: 785–94.PubMedCrossRefGoogle Scholar
  10. Bruland, G. L. and C. J. Richardson. 2005. Spatial variability of soil properties in created, restored and paired natural wetlands. Soil Science Society of America Journal 69: 273–84.Google Scholar
  11. Cambardella, C. A., T. B. Moorman, J. M. Novak, T. B. Parkin, D. L. Karlen, R. F. Turco, and A. E. Konopka. 1994. Field-scale variability of soil properties in Central Iowa soils. Soil Science Society of America Journal 58: 1501–11.Google Scholar
  12. Clark, M. W. and K. R. Reddy. 2003. Spatial variability and modeling of soil accretion in Shark Slough. Everglades National Park, Homestead, FL, USA.H5000 01 0494.Google Scholar
  13. Cohen, M. J., S. Carstenn, and C. R. Lane. 2004. Evaluation of floristic quality indices for biotic assessment of depressional marsh condition in Florida. Ecological Applications 14: 784–94.CrossRefGoogle Scholar
  14. Cohen, M. J., J. P. Prenger, and W. F. DeBusk. 2005. Visible-near infrared spectroscopy for rapid, non-destructive assessment of wetland soil quality. Journal of Environmental Quality 34: 1422–34.CrossRefPubMedGoogle Scholar
  15. Corstanje, R., S. Grunwald, K. R. Reddy, T. Z. Osborne, and S. Newman. 2006. Assessment of the spatial distribution of soil properties in a Northern Everglades marsh. Journal of Environmental Quality 35: 938–49.CrossRefPubMedGoogle Scholar
  16. Coultas, C. L. and M. J. Duever. 1984. Soils of cypress swamps. p. 51–59. In K. C. Ewel and H. T. Odum (eds.) Cyprus Swamps. University of Florida Press, Gainesville, FL, USA.Google Scholar
  17. Darke, A. K. and M. R. Walbridge. 2000. Al and Fe biogeochemistry in a floodplain forest: implications for P retention. Biogeochemistry 51: 1–32.CrossRefGoogle Scholar
  18. DeBusk, W. F., S. Newman, and K. R. Reddy. 2001. Spatiotemporal patterns of soil phosphorus enrichment in Everglades Water Conservation Area 2A. Soil Science Society of America Journal 60: 1273–77.Google Scholar
  19. DeBusk, W. F., K. R. Reddy, M. S. Koch, and Y. Wang. 1994. Spatial distribution of soil nutrients in a northern Everglades marsh: Water Conservation Area 2A. Soil Science Society of America Journal 58: 543–52.CrossRefGoogle Scholar
  20. Earle, J. C. and K. A. Kershaw. 1989. Vegetation patterns in James Bay coastal marshes. III. Salinity and elevation as factors influencing plant zonation. Canadian Journal of Botany 67: 2967–74.CrossRefGoogle Scholar
  21. Ettema, C. E. and D. A. Wardle. 2002. Spatial soil ecology. Trends in Ecology and Evolution 17: 177–83.CrossRefGoogle Scholar
  22. Ewel, K. C. and H. T. Odum (eds.) Cypress Swamps. University of Florida Press, Gainesville, FL, USA.Google Scholar
  23. Gallardo, A. 2003. Spatial variability of soil properties in a floodplain forest in northwest Spain. Ecosystems 6: 564–76.CrossRefGoogle Scholar
  24. Glaser, P. H. 1987. The ecology of patterned boreal peatlands of Northern Minnesota: a community profile. Biological Report 85(7.14). U.S. Fish and Wildlife Service, Washington, DC, USA.Google Scholar
  25. Grunwald, S., R. Corstanje, B. E. Weinrich, and K. R. Reddy. 2006. Spatial patterns of labile forms of phosphorus in a subtropical wetland. Journal of Environmental Quality 35: 378–89.CrossRefPubMedGoogle Scholar
  26. Haag, K. H., T. M. Lee, and D. C. Herndon. 2005. Bathymetry and vegetation in isolated marsh and cypress wetlands in the northern Tampa Bay area, 2000–2004. USGS Scientific Investigations Report, Reston, VA, USA. #2005-5109.Google Scholar
  27. Heimburg, K. 1984. Hydrology of North-Central Florida cypress domes. p. 72–82. In K. C. Ewel and H. T. Odum (eds.) Cypress Swamps. University of Florida Press, Gainesville, FL, USA.Google Scholar
  28. Holling, C. S. and L. H. Gunderson. 2002. Resilience and adaptive cycles. p. 25–62. In L. H. Gunderson and C. S. Holling (eds.) Panarchy: Understanding Transformations in Human and Natural Systems. Island Press, Washington, DC, USA.Google Scholar
  29. Johnston, C. A., S. D. Bridgham, and J. P. Schubaurer-Berigan. 2001. Nutrient dynamics in relation to geomorphology of riverine wetlands. Soil Science Society of America Journal 65: 557–77.CrossRefGoogle Scholar
  30. Klausmeier, C. A. 1999. Regular and irregular patterns in semiarid vegetation. Science 284: 1824–26.CrossRefGoogle Scholar
  31. Lugo, A. E. 1984. A review of early literature on forested wetland in the United States. p. 7–16. In K. C. Ewel and H. T. Odum (eds.) Cypress Swamps. University of Florida Press, Gainesville, FL, USA.Google Scholar
  32. Lyons, J. B., J. H. Gorres, and J. A. Amador. 1998. Spatial and temporal variability of phosphorus retention in a riparian forest soil. Journal of Environmental Quality 27: 895–903.CrossRefGoogle Scholar
  33. Morris, S. J. 1999. Spatial distribution of fungal and bacterial biomass in southern Ohio hardwood forest soils: fine scale variability and microscale patterns. Soil Biology and Biochemistry 31: 1375–86.CrossRefGoogle Scholar
  34. Reddy, K. R., Y. Wang, W. F. DeBusk, M. M. Fisher, and S. Newman. 1998. Forms of soil phosphorus in selected hydrologic units of the Florida Everglades. Soil Science Society of America Journal 62: 1134–47.CrossRefGoogle Scholar
  35. Reese, R. E. and K. K. Moorehead. 1996. Spatial characteristics of soil properties along an elevational gradient in a Carolina Bay wetland. Soil Science Society of America Journal 60: 1273–77.CrossRefGoogle Scholar
  36. Reiss, K. C. 2006. Florida wetland condition index for depressional forested wetlands. Ecological Indicators 6: 337–52.CrossRefGoogle Scholar
  37. Richardson, C. J. and P. Vaithiyanathan. 1995. P sorption characteristics of the Everglades soils along an eutrophication gradient. Soil Science Society of America Journal 59: 1782–88.CrossRefGoogle Scholar
  38. Rietkerk, M., S. C. Dekker, P. C. de Ruiter, and J. Van de Koppel. 2004. Self-organized patchiness and catastrophic shifts in ecosystems. Science 305: 1926–29.CrossRefPubMedGoogle Scholar
  39. Ross, M. S., S. Mitchell-Bruker, J. P. Sah, S. Stothoff, P. L. Ruiz, D. L. Reed, K. Jayachandran, and C. L. Coultas. 2006. Interaction of hydrology and nutrient limitation in the Ridge and Slough landscape of the Southern Everglades. Hydrobiologia 569: 37–59.CrossRefGoogle Scholar
  40. Siegel, D. I. 1983. Ground water and evolution of patterned mires, glacial Lake Agassiz peatlands, northern Minnesota. Journal of Ecology 71: 913–21.CrossRefGoogle Scholar
  41. Spangler, D. P. 1984. Geologic variability among six cypress domes in North-Central Florida. p. 72–82. In K. C. Ewel and H. T. Odum (eds.) Cypress Swamps. University of Florida Press, Gainesville, FL, USA.Google Scholar
  42. StatSoft Inc. 2005. STATISTICA (data analysis software system), version 7.1. Scholar
  43. Stolt, M. H., M. H. Genthner, W. L. Daniels, and V. A. Groover. 2001. Spatial variability in palustrine wetlands. Soil Science Society of America Journal 65: 527–35.CrossRefGoogle Scholar
  44. U.S. Environmental Protection Agency (USEPA). 1993. Methods for the Determination of Inorganic Substances in Environmental Samples 365.1. Environmental Monitoring Systems Laboratory, Office of Research and Development, Cincinnati, OH, USA.Google Scholar
  45. U.S. Environmental Protection Agency (USEPA). 2000. Nutrient Criteria Technical Guidance Manual: Rivers and Streams. United States Environmental Protection Agency, Washington, DC, USA. #EPA-822-B-00-002.Google Scholar
  46. Webster, R. 1985. Quantitative spatial analysis of soil in the field. Advances in Soil Science 3: 1–70.Google Scholar
  47. White, W. A. 1970. The geomorphology of the Florida Peninsula. Bureau of Geology, Division of Interior Resources, Florida Department of Natural Resources, Tallahassee, FL, USA.Google Scholar

Copyright information

© The Society of Wetland Scientists 2008

Authors and Affiliations

  • Matthew J. Cohen
    • 1
  • Edmond J. Dunne
    • 2
  • Gregory L. Bruland
    • 3
  1. 1.School of Forest Resources and ConservationUniversity of FloridaGainesvilleUSA
  2. 2.St. Johns River Water Management DistrictPalatkaUSA
  3. 3.Department of Natural Resources and Environmental ManagementUniversity of Hawai’i at MnoaHonoluluUSA

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