Assessing biophysical controls on Gulf of Mexico hypoxia through probabilistic modeling

Ecological Applications

Volumn 25, Issue 2, 2015, Pages 492-505

  Obenour, Daniel R ^a   Michalak, Anna M ^b   Scavia, Donald ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

^b GEOPHYSICAL LABORATORY   (United States)

Author keywords

Bayesian modeling; Dissolved oxygen modeling; Gulf of mexico; Hypoxia; Nutrients; Stratification

Indexed keywords

OXYGEN; SEA WATER;

BENTHIC FLUX; BIOCHEMICAL OXYGEN DEMAND; BIOPHYSICS; BOTTOM WATER; DISSOLVED OXYGEN; HYPOXIA; NUTRIENT ENRICHMENT; PARAMETERIZATION; STRATIFICATION; WIND VELOCITY;

BIOPHYSICS; CHEMISTRY; ECOSYSTEM; GULF OF MEXICO; REPRODUCIBILITY; STATISTICAL MODEL; THEORETICAL MODEL;

BIOPHYSICAL PROCESSES; CHEMISTRY; ECOSYSTEM; GULF OF MEXICO; LINEAR MODELS; MODELS, THEORETICAL; OXYGEN; REPRODUCIBILITY OF RESULTS; SEAWATER;

ATCHAFALAYA RIVER; ATLANTIC OCEAN; GULF OF MEXICO; LOUISIANA; LOUISIANA SHELF; UNITED STATES;

EID: 84964225099     PISSN: 10510761     EISSN: 19395582     Source Type: Journal    
DOI: 10.1890/13-2257.1     Document Type: Article

References (64)

1. Beck, M. B. 1987. Water-quality modeling: A review of the analysis of uncertainty. Water Resources Research 23:1393-1442.
2. Bierman, V. J., S. C. Hinz, D. W. Zhu, W. J. Wiseman, N. N. Rabalais, and R. E. Turner. 1994. A preliminary mass balance model of primary productivity and dissolved oxygen in the Mississippi River Plume/Inner Gulf Shelf region. Estuaries 17:886-899.
3. Bushaw, K. L., R. G. Zepp, M. A. Tarr, D. Schulz-Jander, R. A. Bourbonniere, R. E. Hodson, W. L. Miller, D. A.Bronk, and M. A. Moran. 1996. Photochemical release of biologically available nitrogen from aquatic dissolved organic matter. Nature 381:404-407.
4. Chapra, S. C. 1997. Surface water-quality modeling. McGraw-Hill, New York, New York, USA.
5. Chatfield, C. 2006. Model uncertainty. Encyclopedia of Environmetrics. 4. John Wiley and Sons, Hoboken, New Jersey, USA.
6. Chen, N. H., T. S. Bianchi, B. A. McKee, and J. M. Bland.2001. Historical trends of hypoxia on the Louisiana shelf: Application of pigments as biomarkers. Organic Geochemistry 32:543-561.
7. Cho, K. W., R. O. Reid, and W. D. Nowlin. 1998. Objectively mapped stream function fields on the Texas-Louisiana shelf based on 32 months of moored current meter data. Journal of Geophysical Research-Oceans 103:10377-10390.
8. Clark, J. S., et al. 2001. Ecological forecasts: An emerging imperative. Science 293:657-660.
9. Dagg, M. J., J. W. Ammerman, R. M. W. Amon, W. S. Gardner, R. E. Green, and S. E. Lohrenz. 2007. A review of water column processes influencing hypoxia in the northern Gulf of Mexico. Estuaries and Coasts 30:735-752.
10. Diaz, R. J., and R. Rosenberg. 2008. Spreading dead zones and consequences for marine ecosystems. Science 321:926-929.
11. EPA. 2008. Mississippi River/Gulf of Mexico watershed nutrient task force Gulf hypoxia action plan 2008 for reducing mitigating, and controlling hypoxia in the northern Gulf of Mexico and improving water quality in the Mississippi River Basin. U.S. Environmental Protection Agency, Office of Wetlands, Oceans, and Watersheds, Washington, D.C., USA.
12. Evans, M. A., and D. Scavia. 2011. Forecasting hypoxia in the Chesapeake Bay and Gulf of Mexico: Model accuracy, precision, and sensitivity to ecosystem change. Environmental Research Letters 6:015001.
13. Faraway, J. J. 2005. Linear models with R. Chapman and Hall/ CRC, London, UK.
14. Feng, Y., S. F. DiMarco, and G. A. Jackson. 2012. Relative role of wind forcing and riverine nutrient input on the extent of hypoxia in the northern Gulf of Mexico. Geophysical Research Letters 39:L09601.
15. Feng, Y., K. Fennel, G. A. Jackson, S. F. DiMarco, and R. D. Hetland. 2013. A model study of the response of hypoxia to upwelling-favorable wind on the northern Gulf of Mexico shelf. Journal of Marine Systems 131:63-73.
16. Fennel, K., J. Hu, A. Laurent, M. Marta-Almeida, and R. Hetland. 2013. Sensitivity of hypoxia predictions for the northern Gulf of Mexico to sediment oxygen consumption and model nesting. Journal of Geophysical Research-Oceans 118(2):990-1002.
17. Forrest, D. R., R. D. Hetland, and S. F. DiMarco. 2011.Multivariable statistical regression models of the areal extent of hypoxia over the Texas-Louisiana continental shelf. Environmental Research Letters 6:045002.
18. Gelman, A., and J. Hill. 2007. Data analysis using regression and multilevel/hierarchical models. Cambridge University Press, Cambridge, UK.
19. Goolsby, D. A., and W. A. Battaglin. 2001. Long-term changes in concentrations and flux of nitrogen in the Mississippi River Basin, USA. Hydrological Processes 15:1209-1226.
20. Greene, R. M., J. C. Lehrter, and J. D. Hagy. 2009. Multiple regression models for hindcasting and forecasting midsummer hypoxia in the Gulf of Mexico. Ecological Applications 19:1161-1175.
21. Hetland, R. D., and S. F. DiMarco. 2008. How does the character of oxygen demand control the structure of hypoxia on the Texas-Louisiana continental shelf? Journal of Marine Systems 70:49-62.
22. Justic, D., V. J. Bierman, D. Scavia, and R. D. Hetland. 2007.Forecasting Gulf's hypoxia: The next 50 years? Estuaries and Coasts 30:791-801.
23. 2 scenario for the northern Gulf of Mexico. Limnology and Oceanography 41:992-1003.
24. Justic, D., N. N. Rabalais, and R. E. Turner. 2002. Modeling the impacts of decadal changes in riverine nutrient fluxes on coastal eutrophication near the Mississippi River Delta. Ecological Modelling 152:33-46.
25. Justic, D., and L. Wang. 2013. Assessing temporal and spatial variability of hypoxia over the inner Louisiana-upper Texas shelf: Application of an unstructured-grid three-dimensional coupled hydrodynamic-water quality model. Continental Shelf Research 72:163-179.
26. 2, nutrients, and N2 from the hypoxic region of the Louisiana continental shelf. Biogeochemistry 109:233-252.
27. Lehrter, J. C., M. C. Murrell, and J. C. Kurtz. 2009.Interactions between freshwater input, light, and phytoplankton dynamics on the Louisiana continental shelf. Continental Shelf Research 29:1861-1872.
28. Liu, Y., M. A. Evans, and D. Scavia. 2010. Gulf of Mexico hypoxia: Exploring increasing sensitivity to nitrogen loads. Environmental Science and Technology 44:5836-5841.
29. Lunn, D. J., A. Thomas, N. Best, and D. Spiegelhalter. 2000.WinBUGS-a Bayesian modelling framework: Concepts, structure, and extensibility. Statistics and Computing 10:325-337.
30. McCarthy, M. J., S. A. Carini, Z. F. Liu, N. E. Ostrom, and W. S. Gardner. 2013. Oxygen consumption in the water column and sediments of the northern Gulf of Mexico hypoxic zone. Estuarine Coastal and Shelf Science 123:46-53.
31. Murrell, M. C., R. S. Stanley, J. C. Lehrter, and J. D. Hagy.2013. Plankton community respiration, net ecosystem metabolism, and oxygen dynamics on the Louisiana continental shelf: Implications for hypoxia. Continental Shelf Research 52:27-38.
32. Nelsen, T. A., P. Blackwelder, T. Hood, B. McKee, N. Romer, C. Alvarezzarikian, and S. Metz. 1994. Time-based correlation of biogenic, lithogenic and authigenic sediment components with anthropogenic inputs in the Gulf of Mexico NECOP study area. Estuaries 17:873-885.
33. Obenour, D. R., A. M. Michalak, Y. Zhou, and D. Scavia. 2012. Quantifying the impacts of stratification and nutrient loading on hypoxia in the northern Gulf of Mexico. Environmental Science and Technology 46:5489-5496.
34. Obenour, D. R., D. Scavia, N. N. Rabalais, R. E. Turner, and A. M. Michalak. 2013. Retrospective analysis of midsummer hypoxic area and volume in the northern gulf of Mexico, 1985-2011. Environmental Science and Technology 47:9808-9815.
35. Omlin, M., and P. Reichert. 1999. A comparison of techniques for the estimation of model prediction uncertainty. Ecological Modelling 115:45-59.
36. Osterman, L. E., R. Z. Poore, P. W. Swarzenski, and R. E. Turner. 2005. Reconstructing a 180 yr record of natural and anthropogenic induced low-oxygen conditions from Louisiana continental shelf sediments. Geology 33:329-332.
37. th century record. Marine Micropaleontology 54:263-283.
38. R Development Core Team. 2008. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www. R-project.org
39. Rabalais, N. N., R. J. Diaz, L. A. Levin, R. E. Turner, D. Gilbert, and J. Zhang. 2010. Dynamics and distribution of natural and human-caused hypoxia. Biogeosciences 7:585-619.
40. Rabalais, N. N., R. E. Turner, D. Justic, Q. Dortch, and W. J. Wiseman. 1999. Characterization of hypoxia. Coastal ocean program decision analysis series no. 15. National Oceanic and Atmospheric Administration (NOAA), Silver Spring, Maryland, USA.
41. Rabalais, N. N., R. E. Turner, B. K. Sen Gupta, D. F. Boesch, P. Chapman, and M. C. Murrell. 2007a. Hypoxia in the northern Gulf of Mexico: Does the science support the plan to reduce, mitigate, and control hypoxia? Estuaries and Coasts 30:753-772.
42. Rabalais, N. N., R. E. Turner, B. K. Sen Gupta, E. Platon, and M. L. Parsons. 2007b. Sediments tell the history of eutrophication and hypoxia in the northern Gulf of Mexico. Ecological Applications 17(Supplement):S129-S143.
43. Reckhow, K. H. 2003. On the need for uncertainty assessment in TMDL modeling and implementation. Journal of Water Resources Planning and Management 129:245-246.
44. Redalje, D. G., S. E. Lohrenz, and G. L. Fahnenstiel. 1994. The relationship between primary production and the vertical export of particulate organic-matter in a river-impacted coastal ecosystem. Estuaries 17:829-838.
45. Redfield, A. C., B. H. Ketchum, and F. A. Richards. 1963. The influence of organisms on the composition of seawater. Pages 26-77 in M. N. Hill, editor. The sea. John Wiley, Hoboken, New Jersey, USA.
46. Rowe, G. T. 2001. Seasonal hypoxia in the bottom water off the Mississippi River delta. Journal of Environmental Quality 30:281-290.
47. Runkel, R. L., C. G. Crawford, and T. A. Cohn. 2004. Load estimator (LOADEST): A FORTRAN program for estimating constituent loads in streams and rivers. U.S. Department of the Interior, U.S. Geological Survey, Reston, Virginia, USA.
48. Scavia, D., and K. A. Donnelly. 2007. Reassessing hypoxia forecasts for the Gulf of Mexico. Environmental Science and Technology 41:8111-8117.
49. Scavia, D., M. A. Evans, and D. R. Obenour. 2013. A scenario and forecast model for Gulf of Mexico hypoxic area and volume. Environmental Science and Technology 47:10423-10428.
50. Scavia, D., D. Justic, and V. J. Bierman. 2004. Reducing hypoxia in the Gulf of Mexico: Advice from three models. Estuaries 27:419-425.
51. Scavia, D., N. N. Rabalais, R. E. Turner, D. Justic, and W. J. Wiseman. 2003. Predicting the response of Gulf of Mexico hypoxia to variations in Mississippi River nitrogen load. Limnology and Oceanography 48:951-956.
52. Stow, C. A., S. S. Qian, and J. K. Craig. 2005. Declining threshold for hypoxia in the Gulf of Mexico. Environmental Science and Technology 39:716-723.
53. Stow, C. A., K. H. Reckhow, S. S. Qian, E. C. Lamon, G. B. Arhonditsis, M. E. Borsuk, and D. Seo. 2007. Approaches to evaluate water quality model parameter uncertainty for adaptive tmdl implementation. Journal of the American Water Resources Association 43:1499-1507.
54. Strauss, J., E. L. Grossman, and S. F. DiMarco. 2012. Stable isotope characterization of hypoxia-susceptible waters on the Louisiana shelf: Tracing freshwater discharge and benthic respiration. Continental Shelf Research 47:7-15.
55. Sturtz, S., U. Ligges, and A. E. Gelman. 2005. R2WinBUGS: A package for running WinBUGS from R. Journal of Statistical Software 12(3):1-16.
56. Turner, R. E., N. N. Rabalais, and D. Justic. 2006. Predicting summer hypoxia in the northern Gulf of Mexico: Riverine N, P, and Si loading. Marine Pollution Bulletin 52:139-148.
57. Turner, R. E., N. N. Rabalais, and D. Justic. 2008. Gulf of Mexico hypoxia: Alternate states and a legacy. Environmental Science and Technology 42:2323-2327.
58. Turner, R. E., N. N. Rabalais, and D. Justic. 2012. Predicting summer hypoxia in the northern Gulf of Mexico: Redux. Marine Pollution Bulletin 64:319-324.
59. Walker, N. D., and N. N. Rabalais. 2006. Relationships among satellite chlorophyll a, river inputs, and hypoxia on the Louisiana continental shelf, Gulf of Mexico. Estuaries and Coasts 29:1081-1093.
60. Walker, N. D., W. J. Wiseman, L. J. Rouse, and A. Babin.2005. Effects of river discharge, wind stress, and slope eddies on circulation and the satellite-observed structure of the Mississippi River plume. Journal of Coastal Research 21:1228-1244.
61. Wang, L. X., and D. Justic. 2009. A modeling study of the physical processes affecting the development of seasonal hypoxia over the inner Louisiana-Texas shelf: Circulation and stratification. Continental Shelf Research 29:1464-1476.
62. Wiseman, W. J., N. N. Rabalais, R. E. Turner, S. P. Dinnel, and A. MacNaughton. 1997. Seasonal and interannual variability within the Louisiana coastal current: Stratification and hypoxia. Journal of Marine Systems 12:237-248.
63. Zavala-Hidalgo, J., S. L. Morey, and J. J. O'Brien. 2003.Seasonal circulation on the western shelf of the Gulf of Mexico using a high-resolution numerical model. Journal of Geophysical Research-Oceans 108:C123389.
64. Zhang, X. Q., R. D. Hetland, M. Marta-Almeida, and S. F. DiMarco. 2012. A numerical investigation of the Mississippi and Atchafalaya freshwater transport, filling and flushing times on the Texas-Louisiana Shelf. Journal of Geophysical Research-Oceans 117:C11009.