Abstract
This research presents a preliminary water quality model for Biscayne Bay (Florida, USA). During the month of December 2018, water quality monitoring stations located in central Biscayne Bay reported total phosphorous concentration (TP) peaks ranging from 0.03 to 0.052 mg/L. Median TP concentrations range between 0.003 to 0.004 mg/L. The water quality simulations presented in this research show that the observed TP peaks were most probably caused by a surge in TP in the Atlantic Ocean waters close to the ocean boundary of Biscayne Bay. Analysis of observed chlorophyll-a concentrations showed that high TP concentrations during December 2018 were not related to algae or phytoplankton bloom. Computational experiments showed that the observed TP peaks are not likely caused by the transport of a sudden release of a high-concentration TP pulse at the coast. Dilution of TP concentration by ocean water limits the spatial reach of coastal contaminant plumes. In testing the TP ocean-surge-origin hypothesis, pulses of 0.044 and 0.024 mg/L were applied to the ocean boundary. The latter pulse generated TP concentrations of around 0.03 mg/L in most of central Biscayne Bay. This estimated concentration is very similar to the TP peaks observed in December 2018. Therefore, those concentration peaks could have originated by a TP pulse of magnitude similar to 0.024 mg/L that occurred in the Atlantic Ocean waters close to the ocean boundary of Biscayne Bay.
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References
Millette, N.C., Kelble, C., Linhoss, A., Ashby, S., Visser, L.: Using spatial variability in the rate of change of chlorophyll a to improve water quality management in a subtropical oligotrophic estuary. Estuaries Coasts 42(7), 1792–1803 (2019). https://doi.org/10.1007/s12237-019-00610-5
Swart, P.K., Anderson, W.T., Altabet, M.A., Drayer, C., Bellmund, S.: Sources of dissolved inorganic nitrogen in a coastal lagoon adjacent to a major metropolitan area, Miami Florida (USA). Appl. Geochem. 38, 134–146 (2013)
Caccia, V.G., Boyer, J.N.: A nutrient loading budget for Biscayne Bay, Florida. Mar. Pollut. Bull. 54(7), 994–1008 (2007). Epub 2007 Apr 5, PMID: 17418240. https://doi.org/10.1016/j.marpolbul.2007.02.009
Santos, R.O., Lirman, D., Pittman, S.J., Serafy, J.E.: Spatial patterns of seagrasses and salinity regimes interact to structure marine faunal assemblages in a subtropical bay. Mar. Ecol. Progr. Ser. 594, 21–38 (2018). https://doi.org/10.3354/meps12499
SFWMD, South Florida Water Management District: South Florida Environmental Report (2021). https://www.sfwmd.gov/sites/default/files/documents/2021_sfer_highlights_hr.pdf
Wang, J.D., Luo, J., Ault, J.S.: Flows, salinity, and some implications for larval transport in South Biscayne Bay. Florida. Bull. Mar. Sci. 72(3), 695–723 (2003)
Alarcon, V.J., et al.: Coastal inundation under concurrent mean and extreme sea-level rise in Coral Gables. Nat. Hazards 2022, 1 (2022). https://doi.org/10.1007/s11069-021-05163-0
Alarcon, V.J., Linhoss, A.C., Mickle, P.F., Kelble, C.R., Fine, A.: Estimation of groundwater and salinity for the Central Biscayne Bay Coast, Florida, USA. In: Gervasi, O., Murgante, B., Misra, S., Rocha, A.M.A.C., Garau, C. (eds.) ICCSA 2022. LNCS, vol. 13379, 594–606. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-10545-6_40
DSI: The Environmental Fluid Dynamics Code: Theoretical & Computational Aspects of EFDC+, Dynamic Solutions - International, LLC, Edmonds, WA, USA (2017)
SFWMD, South Florida Water Management District: DBHYDRO (Environmental Data) (2020). https://www.sfwmd.gov/science-data/dbhydro
DERM, Division of Environmental Resource Management: Miami Dade County Groundwater and Surface Water Quality Viewer (2023). https://mdc.maps.arcgis.com/apps/webappviewer/index.html?id=3fd24515ee614f5db63924d7323a4ea7
Chen, M., et al.: Mechanisms driving phosphorus release during algal blooms based on hourly changes in iron and phosphorus concentrations in sediments. Water Res. 133, 153–164 (2018). https://doi.org/10.1016/j.watres.2018.01.040
Feng, W., Li, C., Zhang, C., et al.: Characterization of phosphorus in algae from a eutrophic lake by solution 31P nuclear magnetic resonance spectroscopy. Limnology 20, 163–171 (2019). https://doi.org/10.1007/s10201-018-0562-2
Alarcon, V.J.: Using gridded multi-mission sea surface height data to estimate tidal heights at Columbia River Estuary. In: Misra, S., et al. (eds.) ICCSA 2019. LNCS, vol. 11621, pp. 602–611. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-24302-9_43
Alarcon, V.J.: The role of boundary conditions in water quality modeling. In: Murgante, B., et al. (eds.) ICCSA 2014. LNCS, vol. 8581, pp. 721–733. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-09150-1_53
Acknowledgements
This research was funded by a NOAA/Atlantic Oceanographic and Meteorological Laboratory grant to the Northern Gulf Institute (award number NA160AR4320199). The authors thank Jennifer Green for improving the quality of figures in the paper.
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Alarcon, V.J., Mickle, P.F., Kelble, C.R., Linhoss, A.C., Fine, A. (2023). Simulation of Total Phosphorus in Biscayne Bay, USA. In: Gervasi, O., et al. Computational Science and Its Applications – ICCSA 2023 Workshops. ICCSA 2023. Lecture Notes in Computer Science, vol 14107. Springer, Cham. https://doi.org/10.1007/978-3-031-37114-1_29
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