Abstract
Coastal vegetation of South Florida typically comprises salinity-tolerant mangroves bordering salinity-intolerant hardwood hammocks and fresh water marshes. Two primary ecological factors appear to influence the maintenance of mangrove/hammock ecotones against changes that might occur due to disturbances. One of these is a gradient in one or more environmental factors. The other is the action of positive feedback mechanisms, in which each vegetation community influences its local environment to favor itself, reinforcing the boundary between communities. The relative contributions of these two factors, however, can be hard to discern. A spatially explicit individual-based model of vegetation, coupled with a model of soil hydrology and salinity dynamics is presented here to simulate mangrove/hammock ecotones in the coastal margin habitats of South Florida. The model simulation results indicate that an environmental gradient of salinity, caused by tidal flux, is the key factor separating vegetation communities, while positive feedback involving the different interaction of each vegetation type with the vadose zone salinity increases the sharpness of boundaries, and maintains the ecological resilience of mangrove/hammock ecotones against small disturbances. Investigation of effects of precipitation on positive feedback indicates that the dry season, with its low precipitation, is the period of strongest positive feedback.
Similar content being viewed by others
References
Anderson GH, Smith III TJ, Teague PD (2003) Variations in mangrove peat salinity from April 1997 to April 2003: a spatial analysis. Harney River Estuary, Everglades National Park, Annual Technical Presentations Meeting—SFWMD/USGS Cooperative Program. West Palm Beach
Berger U, Hildenbrandt H (2000) A new approach to spatially explicit modelling of forest dynamics: spacing, ageing and neighbourhood competition of mangrove trees. Ecol Model 132(3):287–302
Berger U, Rivera-Monroy VH, Doyle TW, Dahdouh-Guebas F, Duke NC, Fontalvo-Herazo ML, Hildenbrandt H, Koedam N, Mehlig U, Piou C, Twilley RR (2008) Advances and limitations of individual-based models to analyze and predict dynamics of mangrove forests: a review. Aquat Bot 89(2):260–274
Chen RG, Twilley RR (1998) A gap dynamic model of mangrove forest development along gradients of soil salinity and nutrient resources. J Ecol 86(1):37–51
Clements FE (1907) Plant physiology and ecology. Henry Holt, New York
Clymo RS, Hayward PM (1982) The ecology of Sphagnum. In: Smith AJE (ed) Bryophyte ecology. Chapman and Hall, London, pp 229–289
Cutini M, Agostinelli E, Acosta TRA, Molina JA (2010) Coastal salt-marsh zonation in Tyrrhenian central Italy and its relationship with other Mediterranean wetlands. Plant Biosyst 144(1):1–11
Doyle TW, Girod GF (1997) The frequency and intensity of Atlantic hurricanes and their influence on the structure of South Florida Mangrove communities. In: Diaz HF, Pulwarty RS (eds) Hurricane, climate and socioeconomic impact. Springer Verlag, New York, pp 55–65
Doyle TW, Girod GF, Brooks MA (2003) Modeling mangrove forest migration along the southwest coast of Florida under climate change. In: Ning ZH, Turner RE, Doyle TW, Abdollahi K (eds) Integrated assessment of the climate change impacts on the Gulf Coast Region. GRCCC and LSU Graphic Services, Baton Rouge, pp 211–221
Eppinga M, Rietkerk M, Wassen M, De Ruiter P (2009) Linking habitat modification to catastrophic shifts and vegetation patterns in bogs. Plant Ecol 200(1):53–68
Grimm V, Revilla E, Berger U, Jeltsch F, Mooij WM, Railsback SF, Thulke H, Weiner J, Wiegand T, DeAngelis DL (2005) Pattern-oriented modeling of agent-based complex systems: lessons from ecology. Science 310(5750):987–991
Grimm V, Berger U, Bastiansen F, Eliassen S, Ginot V, Giske J, Goss-Custard J, Grand T, Heinz SK, Huse G, Huth A, Jepsen JU, Jørgensen C, Mooij WM, Müller B, Pe’er G, Piou C, Railsback SF, Robbins AM, Robbins MM, Rossmanith E, Rüger N, Strand E, Souissi S, Stillman R, Vabø R, Visser U, DeAngelis DL (2006) A standard protocol for describing individual-based and agent-based models. Ecol Model 198(1–2):115–126
Grimm V, Berger U, DeAngelis DL, Polhill JG, Giske J, Railsback SF (2010) The ODD protocol: a review and first update. Ecol Model 221(23):2760–2768
Larsen LG, Harvey JW, Crimaldi JP (2007) A delicate balance: ecohydrological feedbacks governing landscape morphology in a lotic peatland. Ecol Monogr 77:591–614
Lugo AE (1981) The inland mangroves of Inagua. J Nat Hist 15(5):845–852
Macchiato MF, Ragosta M, Cosmi C, Lo Porto A (1992) A method in multivariate statistics to analyze ecosystems starting from their species composition. Ecol Model 62(4):295–310
Manson FJ, Loneragan NR, Phinn SR (2003) Spatial and temporal variation in distribution of mangroves in Moreton Bay, subtropical Australia: a comparison of pattern metrics and change detection analyses based on aerial photographs. Estuar Coast Shelf Sci 57(4):653–666
Martin PH, Fahey TJ, Sherman RE (2011) Vegetation zonation in a neotropical montane forest: environment, disturbance and ecotones. Biotropica: doi:10.1111/j.1744-7429.2010.00735.x
Mutch RW (1970) Wildland fires and ecosystems—a hypothesis. Ecology 51(6):1046–1051
Oosting HJ (1955) The study of plant communities: an introduction to plant ecology. W. H. Freeman, San Francisco
Perry W (2004) Elements of South Florida’s comprehensive everglades restoration plan. Ecotoxicology 13(3):185–193
Pool DJ, Snedaker SC, Lugo AE (1977) Structure of mangrove forests in Florida, Puerto-Rico, Mexico, and Costa-Rica. Biotropica 9(3):195–212
Ross MS, O’Brien JJ, Flynn LJ (1992) Ecological site classification of Florida Keys terrestrial habitats. Biotropica 24(4):488–502
Semeniuk V (1983) Mangrove distribution in northwestern Australia in relationship to regional and local fresh-water seepage. Vegetatio 53(1):11–31
Shugart HH, Emanuel WR, West DC, DeAngelis DL (1980) Environmental gradients in a simulation model of a beech-yellow-poplar stand. Math Biosci 50(3–4):163–170
Siccama TG (1974) Vegetation, soil, and climate on the Green Mountains of Vermont. Ecol Monogr 44(3):325–349
Snyder JR, Herndon A, Robertson WBJ (1990) South Florida rockland. In: Myers RL, Ewel JJ (eds) Ecosystems of Florida. The University of Central Florida Press, Orlando, pp 230–279
Sternberg LDL, Ishshalomgordon N, Ross M, Obrien J (1991) Water relations of coastal plant-communities near the ocean fresh-water boundary. Oecologia 88(3):305–310
Sternberg LDL, Teh SY, Ewe SML, Miralles-Wilhelm F, DeAngelis DL (2007) Competition between hardwood hammocks and mangroves. Ecosystems 10(4):648–660
Stoddart DR, Bryan GW, Gibbs PE (1973) Inland mangroves and water chemistry, Barbuda, West Indies. J Nat Hist 7(1):33–46
Swain ED, Wolfert MA, Bales JD, Goodwin CR (2003) Two-dimensional hydrodynamic simulation of surface-water flow and transport to Florida Bay through the Southern Inland and Coastal Systems (SICS). U.S. Geological Survey Water-Resources Investigations Report 03-4287
Teh SY, DeAngelis DL, Sternberg LDL, Miralles-Wilhelm FR, Smith TJ, Koh HL (2008) A simulation model for projecting changes in salinity concentrations and species dominance in the coastal margin habitats of the Everglades. Ecol Model 213(2):245–256
Transeau EN (1935) The prairie Peninsula. Ecology 16(3):423–437
van Breemen N (1995) How Sphagnum bogs down other plants. Trends Ecol Evol (Personal edition) 10(7):270–275
Walker S, Wilson JB, Steel JB, Rapson GL, Smith B, King WM, Cottam YH (2003) Properties of ecotones: evidence from five ecotones objectively determined from a coastal vegetation gradient. J Veg Sci 14(4):579–590
Wiegand T, Camarero JJ, Rüger N, Gutiérrez E (2006) Abrupt population changes in treeline ecotones along smooth gradients. J Ecol 94(4):880–892
Williams K, MacDonald M, LdSL Sternberg (2003) Interactions of storm, drought, and sea-level rise on coastal forest: a case study. J Coast Res 19(4):1116–1121
Wilson AM (2005) Fresh and saline groundwater discharge to the ocean: a regional perspective. Water Resour Res 41(2):doi:0.1029/2004wr003399
Wilson JB, Agnew DQ (1992) Positive-feedback switches in plant communities. Adv Ecol Res 23:263–336
Zeng Y, Malanson GP (2006) Endogenous fractal dynamics at alpine treeline ecotones. Geograph Anal 38(3):271–287
Acknowledgments
We thank Leonel Sternberg, David Janos, Dennis Krohn and Catherine Langtimm for helpful comments on the manuscript. This research was partially supported by the FISCHS Project (Future Impacts of Sea Level Rise on Coastal Habitats and Species) at the USGS Southeast Ecological Science Center, funded by USGS Ecosystems Mapping and the USGS Greater Everglades Priority Ecosystems Science. We appreciate the help of G. Rob Burgess with access of cluster server.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Jiang, J., DeAngelis, D.L., Smith, T.J. et al. Spatial pattern formation of coastal vegetation in response to external gradients and positive feedbacks affecting soil porewater salinity: a model study. Landscape Ecol 27, 109–119 (2012). https://doi.org/10.1007/s10980-011-9689-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10980-011-9689-9