Skip to main content
Log in

Monitoring and Modeling of Syringodium filiforme (Manatee Grass) in Southern Indian River Lagoon

  • Published:
Estuaries and Coasts Aims and scope Submit manuscript

Abstract

Decreased salinity and submarine light associated with hurricanes of 2004–2005 impacted seagrass habitats in the Florida coastal zone. A combination of salinities ≤20 and light attenuation ≥1.5 m−1 resulting from the freshwater discharge in 2005 were among the drivers for a widespread decrease in the coverage and biomass of Syringodium filiforme (manatee grass) in 2006. These observations provided an opportunity to develop and apply a modeling framework to simulate responses of S. filiforme to variable water quality. The framework connects water column variables to field monitoring of seagrass abundance and salinity growth response experiments. The base model was calibrated with macrophyte abundance observed in southern Indian River Lagoon (IRL) from 2002 to 2007 and tested against shoot data from a different time (1997–2002) and nearby location in the IRL. Model shoot biomass (gC m−2) was similar to field observations (r 2 = 0.70) while responding to monthly seasonal fluctuations in salinity and light throughout the 6-year simulations. Field and model results indicated that S. filiforme growth and survival were sensitive to, and increased with, rising salinity throughout 2007. This modeling study emphasizes that discharge, salinity, and submarine light are inter-dependent variables affecting South Florida seagrass habitats on seasonal to inter-annual time scales.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • Alber, M. 2002. A conceptual model of estuarine freshwater inflow management. Estuaries 25: 1246–1261.

    Article  Google Scholar 

  • Bowers, D.G., and H.L. Brett. 2008. The relationship between CDOM and salinity in estuaries: an analytical and graphical solution. Journal of Marine Systems 73: 1–7.

    Article  Google Scholar 

  • Burd, A.B., and K.H. Dunton. 2001. Field verification of a light-driven model of biomass changes in the seagrass Halodule wrightii. Marine Ecology Progress Series 209: 85–98.

    Article  Google Scholar 

  • Buzzelli, C.P., R.L. Wetzel, and M.B. Meyers. 1999. A linked physical and biological framework to assess biogeochemical dynamics in a shallow estuarine ecosystem. Estuarine, Coastal and Shelf Science 49: 829–851.

    Article  Google Scholar 

  • Castenada-Moya, E., R.R. Twilley, V.H. Rivera-Monroy, K. Zhang, S.E. Davis, and M. Ross. 2010. Sediment and nutrient deposition associated with Hurricane Wilma in mangroves of the Florida coastal Everglades. Estuaries and Coasts 33: 45–58.

    Article  Google Scholar 

  • Childers, D.L., J.N. Boyer, S.E. Davis, C.J. Madden, D.T. Rudnick, and F. Sklar. 2006. Relating precipitation and water management to nutrient concentrations in the oligotrophic “upside-down” estuaries of the Florida Everglades. Limnology and Oceanography 51: 602–616.

    Article  CAS  Google Scholar 

  • Christian, D., and Y.P. Sheng. 2003. Relative influence of various water quality parameters on light attenuation in Indian River Lagoon. Estuarine, Coastal and Shelf Science 57: 961–971.

    Article  CAS  Google Scholar 

  • Cloern, J.E. 2001. Our evolving conceptual model of the coastal eutrophication problem. Marine Ecology Progress Series 210: 223–253.

    Article  CAS  Google Scholar 

  • Crean, D.J., R.M. Robbins, and N. Iricanin. 2006. Water quality target development in the southern Indian River Lagoon. Florida Scientist 70: 522–531.

    Google Scholar 

  • Doering, P.H., and R.H. Chamberlain. 2000. Experimental studies on the salinity tolerance of turtle grass, Thalassia testudinum. In Seagrasses: monitoring ecology, physiology, and management, ed. S.A. Borton. Boca Raton: CRC Press.

    Google Scholar 

  • Doering, P.H., R.H. Chamberlain, and D. Haunert. 2002. Using submersed aquatic vegetation to establish minimum and maximum freshwater inflows to the Caloosahatchee Estuary, Florida. Estuaries 25: 1343–1354.

    Article  Google Scholar 

  • Duarte, C.M. 1990. Seagrass nutrient content. Marine Ecology Progress Series 67: 201–207.

    Article  Google Scholar 

  • Duarte, C.M., N. Marba, D. Krause-Jensen, and M. Sanchez-Camacho. 2007. Testing the predictive power of seagrass depth limit models. Estuaries and Coasts 30: 652–656.

    Google Scholar 

  • Eldridge, P.M., J.E. Kaldy, and A.B. Burd. 2004. Stress response model for the tropical seagrass Thalassia testudinum: the interactions of light, temperature, sedimentation, and geochemistry. Estuaries 27: 923–937.

    Article  Google Scholar 

  • Flemer, D.A., and M.A. Champ. 2006. What is the future fate of estuaries given nutrient over-enrichment, freshwater diversion, and low flows? Marine Pollution Bulletin 52: 247–258.

    Article  CAS  Google Scholar 

  • Fong, P., and M.A. Harwell. 1994. Modeling seagrass communities in tropical and subtropical bays and estuaries: a mathematical model synthesis of current hypotheses. Bulletin of Marine Science 54: 757–781.

    Google Scholar 

  • Fong, P., M.E. Jacobsen, M.C. Mescher, D. Lirman, and M.C. Harwell. 1997. Investigating the management potential of a seagrass model through sensitivity analysis and experiments. Ecological Applications 7: 300–315.

    Article  Google Scholar 

  • Fourqurean, J.W., J.N. Boyer, M.J. Durako, L.N. Hefty, and B.J. Peterson. 2003. Forecasting responses of seagrass distributions to changing water quality using monitoring data. Ecological Applications 13: 474–489.

    Article  Google Scholar 

  • Fourqurean, J.W., A. Wilsie, C.D. Rose, and L.M. Rutten. 2001. Spatial and temporal pattern in seagrass community composition and productivity in south Florida. Marine Biology 138: 341–354.

    Article  Google Scholar 

  • Gallegos, C.L. 2001. Calculating optical water quality targets to restore and protect submersed aquatic vegetation: overcoming problems in partitioning the diffuse attenuation coefficient for photosynthetically active radiation. Estuaries 24: 381–397.

    Article  CAS  Google Scholar 

  • Gallegos, C.L., and W.J. Kenworthy. 1996. Seagrass depth limits in the Indian River Lagoon(Florida, U.S.A.): application of an optical water quality model. Estuarine, Coastal and Shelf Science 42: 267–288.

    Article  Google Scholar 

  • Greening, H., P. Doering, and C. Corbett. 2006. Hurricane impacts on coastal ecosystems. Estuaries and Coasts 29: 877–879.

    Google Scholar 

  • Hagy, J.D., J.C. Lehrter, and M.C. Murrell. 2006. Effects of Hurricane Ivan on water quality in Pensacola Bay, Florida. Estuaries and Coasts 29: 919–925.

    CAS  Google Scholar 

  • Hunt, M.J., and P.H. Doering. 2005. Significance of considering multiple environmental variables when using habitat as an indicator of estuarine condition. In Estuarine indicators, ed. S. Bortone. Boca Raton: CRC Press.

    Google Scholar 

  • Kahn, A.E., and M.J. Durako. 2008. Photophysiological responses of Halophila johnsonii to experimental hyposaline and hyper-CDOM conditions. Journal of Experimental Marine Biology and Ecology 367: 230–235.

    Article  Google Scholar 

  • Kaldy, J.E., C.P. Onuf, P.M. Eldridge, and L.A. Cifuentes. 2002. Carbon budget for a subtropical seagrass dominated coastal lagoon: how important are seagrasses to total ecosystem net primary production? Estuaries 25: 528–539.

    Article  CAS  Google Scholar 

  • Kelble, C., P.B. Ortner, G.L. Hitchcock, and J.N. Boyer. 2005. Attenuation of photosynthetically available radiation (PAR) in Florida Bay: potential for light limitation of primary producers. Estuaries 28: 560–571.

    Article  CAS  Google Scholar 

  • Kelly, J.R. 2008. Nitrogen effects on coastal marine ecosystems. In Nitrogen in the environment: sources, problems, and management, ed. J.L. Hatfield and R.F. Follett. Lincoln: Environmental Protection Agency.

    Google Scholar 

  • Kemp, W.M., W.R. Boynton, J.E. Adolf, D.F. Boesch, W.C. Boicourt, G. Brush, J.C. Cornwell, T.R. Fisher, P.M. Glibert, J.D. Hagy, L.W. Harding, E.D. Houde, D.G. Kimmel, W.D. Miller, R.I.E. Newell, M.R. Roman, E.M. Smith, and J.C. Stevenson. 2005. Eutrophication of Chesapeake Bay: historical trends and ecological interactions. Marine Ecology Progress Series 303: 1–29.

    Article  Google Scholar 

  • Kenworthy, W.J., and M.S. Fonseca. 1996. Light requirements of seagrasses Halodule wrightii and Syringodium filiforme derived from the relationship between diffuse light attenuation and maximum depth distribution. Estuaries 19: 740–750.

    Article  Google Scholar 

  • Lee, K.-S., S.R. Park, and Y.K. Kim. 2007. Effects of irradiance, temperature, and nutrients on growth dynamics of seagrasses: a review. Journal of Experimental Marine Biology and Ecology 350: 144–175.

    Article  Google Scholar 

  • Lirman, D., and W.P. Cropper. 2003. The influence of salinity on seagrass growth, survivorship, and distribution within Biscayne Bay, Florida: Field, experimental, and modeling studies. Estuaries 26: 131–141.

    Article  Google Scholar 

  • Lirman, D., G. Deangelo, J. Serafy, A. Hazra, D.S. Hazra, J. Herlan, J. Luo, S. Bellmund, J. Wang, and R. Clausing. 2008. Seasonal changes in the abundance and distribution of submersed aquatic vegetation in a highly managed coastal lagoon. Hydrobiologia 596: 105–120.

    Article  Google Scholar 

  • Livingston, R.J., S.E. McGlynn, and X. Niu. 1998. Factors controlling seagrass growth in a gulf coastal system: water and sediment quality and light. Aquatic Botany 60: 135–159.

    Article  Google Scholar 

  • Livingston, R.J., X. Niu, F.G. Lewis, and G.C. Woodsum. 1997. Freshwater input to a gulf estuary: long term control of trophic organization. Ecological Applications 7: 277–299.

    Article  Google Scholar 

  • Maie, N., J.N. Boyer, C. Yang, and R. Jaffe. 2006. Spatial, geomorphological, and seasonal variability of CDOM in estuaries of the Florida Coastal Everglades. Hydrobiologia 569: 135–150.

    Article  CAS  Google Scholar 

  • Major, K.M., and K.H. Dunton. 2000. Photosynthetic performance in Syringodium filiforme: seasonal variation in light-harvesting characteristics. Aquatic Botany 68: 249–264.

    Article  CAS  Google Scholar 

  • McPherson, B.F., and R.L. Miller. 1987. The vertical attenuation of light in Charlotte Harbor, a shallow, subtropical estuary, southwestern Florida. Estuarine, Coastal and Shelf Science 25: 721–737.

    Article  CAS  Google Scholar 

  • McPherson, B.F., and R.L. Miller. 1994. Causes of light attenuation in Tampa Bay and Charlotte Harbor, southwestern Florida. Water Resources Bulletin of the American Water Resources Association 30: 43–53.

    Article  Google Scholar 

  • Montagna, P.A., M. Alber, P.H. Doering, and M.S. Connor. 2002. Freshwater inflow: science, policy, management. Estuaries 25: 1243–1245.

    Article  Google Scholar 

  • Montague, C.L., and J.A. Ley. 1993. A possible effect of salinity fluctuation on abundance of benthic vegetation and associated fauna in northeastern Florida Bay. Estuaries 16: 703–716.

    Article  CAS  Google Scholar 

  • Morris, L.J., Virnstein, R.W. and J.D. Miller. 2004. Using the preliminary light requirement of seagrass to gauge restoration success in the Indian River Lagoon, Florida. In Seagrass Management: It’s Not Just Nutrients!, ed. Greening, H, Tampa Bay Estuary Program Technical Publication #04-02.

  • Nienhuis, P.H. 2006. Water and values: ecological research as the basis for water management and nature management. Hydrobiologia 565: 261–275.

    Article  Google Scholar 

  • Park, K., H.V. Wang, S.-C. Kim, and J.H. Oh. 2008. A model study of the estuarine turbidity maximum along the main channel of upper Chesapeake Bay. Estuaries & Coasts 31: 115–133.

    Article  Google Scholar 

  • Ralph, P.J., M.J. Durako, S. Enriquez, C.J. Collier, and M.A. Doblin. 2007. Impact of light limitation on seagrasses. Journal of Experimental Marine Biology and Ecology 350: 176–193.

    Article  Google Scholar 

  • Ridler, M.S., R.C. Dent, and D.A. Arrington. 2006. Effects of two hurricanes on Syringodium filliforme, manatee grass, within the Loxahatchee Estuary, southwest, Florida. Estuaries & Coasts 29: 1019–1025.

    Google Scholar 

  • Sallenger, A.H., H.F. Stockdon, L. Fauver, M. Hansen, D. Thompson, C.W. Wright, and L. Lillycrop. 2006. Hurricanes 2004: An overview of their characteristics and coastal change. Estuaries and Coasts 29: 880–888.

    Google Scholar 

  • Schwarzschild, A.C. (2004) Leaf dynamics, clonal integration, and whole plant growth patterns of the seagrass Syringodium filiforme in the Florida Keys, Florida. Ph.D. Dissertation, University of Virginia. 192.

  • Schwarzschild, A.C., and J.C. Zieman. 2008. Apical dominance and the importance of clonal integration to apical growth in the seagrass Syringodium filiforme. Marine Ecology Progress Series 360: 37–46.

    Article  Google Scholar 

  • Short, F.T., J. Montgomery, C.F. Zimmerman, and C.A. Short. 1993. Production and nutrient dynamics of a Syringodium filiforme Kutz. seagrass bed in Indian River Lagoon, Florida. Estuaries 16(2): 323–334.

    Article  CAS  Google Scholar 

  • Sime, P. 2005. St. Lucie Estuary and Indian River Lagoon conceptual ecological model. Wetlands 25: 898–207.

    Article  Google Scholar 

  • Steward, J.S., R.W. Virnstein, L.J. Morris, and E.F. Lowe. 2005. Setting seagrass depth, coverage, and light targets for the Indian River Lagoon System, Florida. Estuaries 28: 923–935.

    Article  Google Scholar 

  • Steward, J.S., R.W. Virnstein, M.A. Lasi, L.J. Morris, J.D. Miller, L.M. Hall, and W. Tweedale. 2006. The impacts of the 2004 hurricanes on hydrology, water quality, and seagrass in the central Indian River Lagoon, Florida. Estuaries & Coasts 29: 954–965.

    Google Scholar 

  • van Tussenbroek, B., M.G.B. Santos, J.K. van Dijk, S.N.M. Alcaraz, and M.L.T. Calderon. 2008. Selective elimination of rooted plants from a tropical seagrass bed in a back reef lagoon: a hypothesis tested by Hurricane Wilma (2005). Journal of Coastal Research 24: 278–281.

    Article  Google Scholar 

  • Wolanski, E., L.A. Boorman, L. Chicharo, E. Langlois-Saliou, R. Lara, A.J. Plater, R.J. Uncles, and M. Zalewski. 2004. Ecohydrology as a new tool for sustainable management of estuaries and coastal waters. Wetland Ecology & Management 12: 235–276.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christopher Buzzelli.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Buzzelli, C., Robbins, R., Doering, P. et al. Monitoring and Modeling of Syringodium filiforme (Manatee Grass) in Southern Indian River Lagoon. Estuaries and Coasts 35, 1401–1415 (2012). https://doi.org/10.1007/s12237-012-9533-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12237-012-9533-8

Keywords

Navigation