Skip to main content

Advertisement

Log in

Using Carbon Isotope Ratios to Verify Predictions of a Model Simulating the Interaction Between Coastal Plant Communities and Their Effect on Ground Water Salinity

  • Published:
Ecosystems Aims and scope Submit manuscript

Abstract

As sea level rises in low-lying coastal islands, salt-tolerant (halophytic) coastal vegetation communities may be able to migrate inland, replacing the freshwater vegetation that is unable to tolerate salt stress. The pace of such shifts may be accelerated by a self-reinforcing feedback between the halophytic vegetation and salinity, as well as by frequent and intensified salinity pulses associated with the increasing impact of storm surges as a consequence of sea-level rise. We used a modification of a previously published spatially explicit individual-based model that simulates impacts on upland freshwater hammock communities from sea-level rise and storm surge to predict the interaction between three coastal communities: mangroves, hammocks, and pinelands. The model simulation predicted two qualitative characteristics regarding the interaction between these three different coastal communities: (1) mangroves and hammock communities tend to have ground water with high salinities, while at the same time pineland ground water salinity is low, and (2) pineland located at lower elevation relative to adjacent hammock will be negatively influenced by higher ground water salinities in hammocks, as it flows toward the lower elevation pineland. We tested these predictions using foliar δ13C of Conocarpus erectus collected from Big Pine Key as a proxy for ground water salinity. Measurements of ground water salinity via this proxy confirmed the two predictions of the model. Our approach provides an approximation of the impacts of sea-level rise on terrestrial vegetation communities, including threatened pineland communities, and can be used as a tool for management decisions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8
Figure 9
Figure 10

Similar content being viewed by others

References

  • Alongi DM. 2002. Present state and future of the world’s mangrove forests. Environmental Conservation 29:331–49.

    Article  Google Scholar 

  • Baldwin AH, Mendelssohn IA. 1998. Effects of salinity and water level on coastal marshes: An experimental test of disturbance as a catalyst for vegetation change. Aquatic Botany 61:255–68. https://doi.org/10.1016/s0304-3770(98)00073-4.

    Article  Google Scholar 

  • Ball MC. 1980. Patterns of secondary succession in a mangrove forest in southern Florida. Oecologia 44:226–35.

    Article  Google Scholar 

  • Blum MD, Roberts HH. 2009. Drowning of the Mississippi Delta due to insufficient sediment supply and global sea-level rise. Nature Geoscience 2:488.

    Article  CAS  Google Scholar 

  • Church JA, White NJ. 2006. The 20th century acceleration in global sea-level rise. Geophysical Research Letters 33:LO1602. https://doi.org/10.1029/2005gl024826.

    Article  Google Scholar 

  • Desantis LR, Bhotika S, Williams K, Putz FE. 2007. Sea-level rise and drought interactions accelerate forest decline on the Gulf Coast of Florida, USA. Global Change Biology 13:2349–60.

    Article  Google Scholar 

  • Donnelly JP, Bertness MD. 2001. Rapid shoreward encroachment of salt marsh cordgrass in response to accelerated sea-level rise. Proceedings of the National Academy of Sciences 98:14218–23.

    Article  CAS  Google Scholar 

  • Doyle TW, Krauss KW, Conner WH, From AS. 2010. Predicting the retreat ad migration of tidal forests along the Gulf of Mexico under sea-level rise. Forest Ecology and Management 2010:770–7.

    Article  Google Scholar 

  • Ewe SML, Sternberg LdSL, Busch DE. 1999. Water-use patterns of woody species in pineland and hammock communities of South Florida. Forest Ecology and Management 118:139–48.

    Article  Google Scholar 

  • Farquhar GD, Ball MC, Von Caemmerer S, Roksandic Z. 1982. Effect of salinity and humidity on δ 13 C value of halophytes—evidence for diffusional isotope fractionation determined by the ratio of intercellular/atmospheric partial pressure of CO2 under different environmental conditions. Oecologia 52(1):121–4.

    Article  CAS  Google Scholar 

  • Gardner L, Smith B, Michener W. 1992. Soil evolution along a forest-salt marsh transect under a regime of slowly rising sea level, southeastern United States. Geoderma 55:141–57.

    Article  Google Scholar 

  • Gilman EL, Ellison J, Duke NC, Field C. 2008. Threats to mangroves from climate change and adaptation options: a review. Aquatic Botany 89:237–50.

    Article  Google Scholar 

  • Greaver TL, Sternberg LS. 2010. Decreased precipitation exacerbates the effects of sea level on coastal dune ecosystems in open ocean islands. Global Change Biology 16:1860–9.

    Article  Google Scholar 

  • Ish-Shalom N, Sternberg LDSL, Ross M, O’Brien J, Flynn L. 1992. Water utilization of tropical hardwood hammocks of the Lower Florida Keys. Oecologia 92:108–12.

    Article  Google Scholar 

  • Jiang J, DeAngelis DL. 2013. Strong species-environment feedback shapes plant community assembly along environmental gradients. Ecology and Evolution 3:4119–28.

    Article  Google Scholar 

  • Jiang J, DeAngelis DL, Teh S-Y, Krauss KW, Wang H, Li H, Smith TJ, Koh H-L. 2016. Defining the next generation modeling of coastal ecotone dynamics in response to global change. Ecological Modelling 326:168–76.

    Article  Google Scholar 

  • Kemp AC, Horton BP, Donnelly JP, Mann ME, Vermeer M, Rahmstorf S. 2011. Climate related sea-level variations over the past two millennia. Proceedings of the National Academy of Sciences 108:11017–22.

    Article  CAS  Google Scholar 

  • Kirwan ML, Megonigal JP. 2013. Tidal wetland stability in the face of human impacts and sea-level rise. Nature 504:53.

    Article  CAS  Google Scholar 

  • Krauss KW, Duberstein JA, Doyle TW, Conner WH, Day RH, Inabinette LW, Whitbeck JL. 2009. Site condition, structure, and growth of baldcypress along tidal/non-tidal salinity gradients. Wetlands 29:505–19.

    Article  Google Scholar 

  • Krauss KW, From AS, Doyle TW, Doyle TJ, Barry MJ. 2011. Sea-level rise and landscape change influence mangrove encroachment onto marsh in the Ten Thousand Islands region of Florida, USA. Journal of Coastal Conservation 15:629–38.

    Article  Google Scholar 

  • Lara RJ, Cohen M, Szlafsztein C. 2010. Chapter 8. Drivers of temporal changes in mangrove vegetation boundaries and consequences for land use. In: Saint-Paul U, Schneider H, Eds. Mangrove Dynamics and Management in North Brazil, Ecological Studies 211. Berlin: Springer. p 127–41.

    Chapter  Google Scholar 

  • Nicholls RJ, Cazenave A. 2010. Sea-level rise and its impact on coastal zones. Science 328:1517–20. https://doi.org/10.1126/science.1185782.

    Article  CAS  PubMed  Google Scholar 

  • Obeysekera J, Barnes J, Nungesser M. 2015. Climate sensitivity runs and regional hydrologic modeling for predicting the response of the greater Florida Everglades ecosystem to climate change. Environmental Management 55:749–62.

    Article  Google Scholar 

  • Ogurcak D. 2016. The Effect of Disturbance and Freshwater Availability on Lower Florida Keys’ Coastal Forest Dynamics. Ph.D. Dissertation submitted to Florida International University.

  • Pennings SC, Callaway RM. 1992. Salt marsh plant zonation: the relative importance of competition and physical factors. Ecology 73(2):681–90.

    Article  Google Scholar 

  • Raposa KB, Weber RL, Ekberg MC, Ferguson W. 2017. Vegetation dynamics in Rhode Island salt marshes during a period of accelerating sea level rise and extreme sea level events. Estuaries and Coasts 40:640–50.

    Article  CAS  Google Scholar 

  • Ross MS, O’Brien JJ, Ford RG, Zhang K, Morkill A. 2008. Disturbance and the rising tide: the challenge of biodiversity management on low-island ecosystems. Frontiers in Ecology and the Environment 7:471–8.

    Article  Google Scholar 

  • Ross MS, O’Brien JJ, Sternberg LDSL. 1994. Sea-level rise and the reduction in pine forests in the Florida Keys. Ecological Applications 4:144–56.

    Article  Google Scholar 

  • Ross MS, O’Brien JJ, Flynn LJ. 1992. Ecological site classification of Florida Keys terrestrial habitats. Biotropica 24:488–502.

    Article  Google Scholar 

  • Ross MS, Meeder JF, Sah JP, Ruiz PL, Telesnicki GJ. 2000. The southeast saline Everglades revisited: 50 years of coastal vegetation change. Journal of Vegetation Science 11:101–12. https://doi.org/10.2307/3236781.

    Article  Google Scholar 

  • Ross MS, O’Brien JJ, Ford RG, Zhang K, Morkill A. 2009. Disturbance and the rising tide: the challenge of biodiversity management for low island ecosystems. Frontiers of Ecology and the Environment 9:471–8. https://doi.org/10.1890/070221.

    Article  Google Scholar 

  • Sah JP, Ross MS, Koptur S, Snyder JR. 2004. Estimating aboveground biomass of broadleaved woody plants in the understory of Florida Keys pine forests. Forest Ecology and Management 203:319–29.

    Article  Google Scholar 

  • Sah JP, Ross MS, Snyder JR, Koptur S, Cooley HC. 2006. Fuel loads, fire regimes, and post-fire fuel dynamics in Florida Keys pine forests. International Journal of Wildland Fire 15:463–78.

    Article  Google Scholar 

  • Saha AK, Lobo O’Reilly Sternberg LDS, Miralles-Wilhelm F. 2009. Linking water sources with foliar nutrient status in upland plant communities in the Everglades National Park, USA. Ecohydrology: Ecosystems Land and Water Process Interactions, Ecohydrogeomorphology 2:42–54.

    Article  CAS  Google Scholar 

  • Saha AK, Saha S, Sadle J, Jiang J, Ross MS, Price RM, Sternberg LSLO, Wendelberger KS. 2011a. Sea level rise and South Florida coastal forests. Climatic Change 107:81–108.

    Article  Google Scholar 

  • Saha S, Bradley K, Ross MS, Hughes P, Wilmers T, Ruiz PL, Bergh C. 2011b. Hurricane effects on subtropical pine rocklands of the Florida Keys. Climate Change 107:169–84. https://doi.org/10.1007/s10584-011-0081-1.

    Article  Google Scholar 

  • Saha AK, Saha S, Sadle J, Jiang J, Ross MS, Price RM, Sternberg LDSL, Wendelberger KS. 2011c. Sea Level Rise and South Florida Coastal Forests. Climate Change 107:81–108. https://doi.org/10.1007/s10584-011-0082-0.

    Article  Google Scholar 

  • Sternberg LDSL, Swart PK. 1987. Utilization of freshwater and ocean water by coastal plants of southern Florida. Ecology 68:1898–905.

    Article  Google Scholar 

  • Sternberg LDSL, Teh SY, Ewe SML, Miralles-Wilhelm F, DeAngelis DL. 2007. Competition between hardwood hammocks and mangroves. Ecosystems 10:648–60.

    Article  Google Scholar 

  • Steyer GD, Cretini KF, Piazza S, Sharp LA, Snedden GA, Sapkota S. 2010. Hurricane influences on vegetation community change in coastal Louisiana, US Geological Survey Open-File Report 2010-1105, US Geological Survey, Reston, VA, 21 p.

  • Teh SY, DeAngelis D, Sternberg LDSL, 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 Modell 213:245–56. https://doi.org/10.1016/j.ecolmodel.2007.12.007.

    Article  Google Scholar 

  • Teh SY, Koh HL, DeAngelis DL, Turtora M. 2013. Interaction between salinity intrusion and vegetation succession: A modeling approach. Theoretical and Applied Mechanics Letters 3:032001.

    Article  Google Scholar 

  • Teh SY, Turtora M, DeAngelis DL, Jiang J, Pearlstine L, Smith TJ, Koh HL. 2015. Application of a coupled vegetation competition and groundwater simulation model to study effects of sea level rise and storm surges on coastal vegetation. Journal of Marine Science and Engineering 3:1149–77.

    Article  Google Scholar 

  • Ungar IA. 1998. Are biotic factors significant in influencing the distribution of halophytes in saline habitats? The Biotic Review 64:176–99.

    Article  Google Scholar 

  • Warren RS, Niering WA. 1993. Vegetation change on a northeast tidal marsh: Interaction of sea-level rise and marsh accretion. Ecology 74:96–103.

    Article  Google Scholar 

  • Wasson K, Woolfolk A, Fresquez C. 2013. Ecotones as indicators of changing environmental conditions: rapid migration of salt marsh–upland boundaries. Estuaries and Coasts 36:654–64.

    Article  CAS  Google Scholar 

  • Watson CS, White NJ, Church JA, King MA, Burgette RJ, Legresy B. 2015. Unabated global mean sea-level rise over the satellite altimeter era. Nature Climate Change 5:565.

    Article  Google Scholar 

  • West JB, Bowen GJ, Dawson TE, Tu KP. 2009. Isoscapes: understanding movement, pattern, and process on Earth through isotope mapping. Berlin: Springer.

    Google Scholar 

  • Zhai L, Jiang J, DeAngelis DL, Sternberg LdSL. 2016. Prediction of plant vulnerability to salinity increase in a coastal ecosystem by stable isotopic composition (δ18O) of plant stem water: a model study. Ecosystems 19:32–49. https://doi.org/10.1007/s10021-015-9916-3.

    Article  CAS  Google Scholar 

  • Zhang K, Ross M, Ogurcak D, Houle P. 2010. Lower Florida Keys Digital Terrain Model and Vegetation Analysis for The National Key Deer Refuge. U.S. Fish and Wildlife Service National Key Deer Refuge, Big Pine Key, FL.

Download references

Acknowledgements

This study was funded by the USGS’s Greater Everglades Priority Ecosystem Science project. Many thanks to the US Fish and Wildlife for field work in Big Pine Key. We are also grateful to Department of Biology (University of Miami) for helping in travel arrangements and other logistics. DLD was supported by the USGS’s Greater Everglades Priority Ecosystem Science Program. Use of trade or product names does not imply endorsement by the US Government. We would like to thank subject editor, Ken Krauss of USGS, and unknown reviewers for their constructive comments during the review process, which has improved the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Suresh C. Subedi.

Additional information

Author’s Contribution

SS, LS, DD, and MR designed the study; SS, LS, and DO conducted the experiment and collected the data; SS and LS analyzed the data and led the writing of the manuscript. All authors contributed critically to the drafts and gave final approval for publication.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 2236 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Subedi, S.C., Sternberg, L., DeAngelis, D.L. et al. Using Carbon Isotope Ratios to Verify Predictions of a Model Simulating the Interaction Between Coastal Plant Communities and Their Effect on Ground Water Salinity. Ecosystems 23, 570–585 (2020). https://doi.org/10.1007/s10021-019-00423-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10021-019-00423-4

Keywords

Navigation