Observing system simulation experiments of dissolved oxygen monitoring in Massachusetts Bay

Journal of Geophysical Research: Oceans

Volumn 117, Issue 5, 2012, Pages

  Xue, Pengfei ^a   Chen, Changsheng ^a,b,c   Beardsley, Robert C ^a,b  

^a UNIVERSITY OF MASSACHUSETTS DARTMOUTH   (United States)

^b WOODS HOLE OCEANOGRAPHIC INSTITUTION   (United States)

^c SHANGHAI OCEAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

VEHICULAR TUNNELS; WATER QUALITY;

BOUNDARY FORCING; BOUNDARY PERTURBATIONS; CAPE COD BAYS; COASTAL CURRENTS; CORRELATION SCALE; DATA ASSIMILATION; ENSEMBLE KALMAN FILTER; ENTIRE DOMAIN; ERROR PROPAGATION; MASSACHUSETTS; MAXIMUM CORRELATIONS; MONITORING SITES; OBSERVING SYSTEM SIMULATION EXPERIMENTS; OPTIMAL DESIGN; OXYGEN MONITORING; RECOVERY TIME; RESIDENCE TIME; SAMPLING STRATEGIES; TIME-SCALES; WATER QUALITY MODELS;

EXPERIMENTS;

BAY; BOUNDARY LAYER; COASTAL CURRENT; DATA ASSIMILATION; DISSOLVED OXYGEN; ERROR ANALYSIS; EXPERIMENTAL STUDY; INFLOW; KALMAN FILTER; MONITORING SYSTEM; NUMERICAL MODEL; OBSERVATIONAL METHOD; WATER QUALITY;

CAPE COD BAY; MAINE; MASSACHUSETTS; MASSACHUSETTS BAY; UNITED STATES;

EID: 84861114769     PISSN: None     EISSN: 21699291     Source Type: Journal    
DOI: 10.1029/2011JC007843     Document Type: Article

References (39)

1. Anderson, D. M., et al. (2005), Initial observations of the 2005 Alexandrium fundyense bloom in southern New England: General patterns and mechanisms, Deep Sea Res., Part II, 52(19-21), 2856-2876, doi:10.1016/j. dsr2.2005.09.004.
2. Anderson, D. M., P. S. Libby, M. J. Mickelson, D. G. Borkman, and D. J. McGillicuddy (2007), The 2005 New England red tide of Alexandrium fundyense: Observations, causes, and potential outfall linkages, Rep. 2007-10, 85 pp., Mass. Water Resour. Auth., Boston.
3. Arnold, C. P., Jr., and C. H. Dey (1986), Observing-system simulation experiments: Past, present and future, Bull. Am. Meteorol. Soc., 67, 687-695, doi:10.1175/1520-0477 (1986) 067<0687:OSSEPP>2.0. CO;2.
4. Ballabrera-Poy, J., E. Hackert, R. Murtugudde, and A. J. Busalacchi (2007), An observing system simulation experiment for an optimal moored instrument array in the tropical Indian Ocean, J. Clim., 20, 3284-3299, doi:10.1175/JCLI4149.1.
5. Bigelow, H. B. (1927), Physical oceanography of the Gulf of Maine (part II), Bull. Bur. Fish., 40, 511-1027.
6. Charney, J., M. Halem, and R. Jastrow (1969), Use of incomplete historical data to infer the present state of the atmosphere, J. Atmos. Sci., 26, 1160-1163, doi:10.1175/1520-0469 (1969) 026<1160:UOIHDT>2.0. CO;2.
7. Chen, C., H. Liu, and R. Beardsley (2003), An unstructured grid, finitevolume, three dimensional, primitive equations ocean model: Application to coastal ocean and estuaries, J. Atmos. Oceanic Technol., 20(1), 159-186, doi:10.1175/1520-0426 (2003) 020<0159:AUGFVT>2.0. CO;2.
8. Chen, C., R. C. Beardsley, and G. Cowles (2006a), An unstructured grid, finite-volume coastal ocean model (FVCOM) system, Oceanography, 19(1), 78-89, doi:10.5670/oceanog.2006.92.
9. Chen, C., G. Cowles, and R. C. Beardsley (2006b), An unstructured grid, finite-volume coastal ocean model: FVCOM user manual, Tech. Rep. SMAST/UMASSD-06-0602, 315 pp., Sch. for Mar. Sci. and Technol., Univ. of Mass. Dartmouth, New Bedford, Mass.
10. Chen, C., P. Malanotte-Rizzoli, J. Wei, R. C. Beardsley, Z. Lai, P. Xue, S. Lyu, Q. Xu, J. Qi, and G. W. Cowles (2009), Application and comparison of Kalman filters for coastal ocean problems: An experiment with FVCOM, J. Geophys. Res., 114, C05011, doi:10.1029/2007JC004548.
11. Chen, C., R. Tian, R. Beardsley, J. Qi, and Q. Xu (2010), Modeling 2008 in Massachusetts Bay using an upgraded unstructured-grid Bays Eutrophication Model, Rep. 2010-15, 128 pp., Mass. Water Resour. Auth., Boston.
12. Evensen, G. (2003), The ensemble Kalman filter: Theoretical formulation and practical implementation, Ocean Dyn., 53(4), 343-367, doi:10.1007/s10236- 003-0036-9.
13. Evensen, G. (2004), Sampling strategies and square root analysis scheme for the EnKF, Ocean Dyn., 54, 539-560, doi:10.1007/s10236-004-0099-2.
14. Frolov, S., A. Baptista, and M. Wilkin (2008), Optimizing fixed observational assets in a coastal observatory, Cont. Shelf Res., 28, 2644-2658, doi:10.1016/j.csr.2008.08.009.
15. Geyer, W. R., G. B. Gardner, W. S. Brown, J. Irish, B. Butman, T. Loder, and R. P. Signell (1992), Physical oceanographic investigation of Massachusetts and Cape Cod Bays, Rep. MBP-92-03, 497 pp., Mass. Bay Program, Boston.
16. Hackert, E., R. Miller, and A. Busalacchi (1998), An optimized design for a moored instrument array in the tropical Atlantic Ocean, J. Geophys. Res., 103(C4), 7491-7509, doi:10.1029/97JC03206.
17. Hirschi, J., J. Baehr, J. Marotzke, J. Stark, S. Cunningham, and J. O. Beismann (2003), A monitoring design for the Atlantic meridional overturning circulation, Geophys. Res. Lett, 30(7), 1413, doi:10.1029/2002GL016776.
18. Hunt, C. D., D. G. Borkman, P. S. Libby, R. Lacouture, J. T. Turner, and M. J. Mickelson (2010), Phytoplankton patterns in Massachusetts Bay-1992-2007, Estuaries Coasts, 33, 448-470, doi:10.1007/s12237-008-9125-9.
19. HydroQual Inc. (2003), Bays eutrophication model (BEM): Modeling analysis for the period 1998-1999, Rep. ENQUAD 2003-03, 318 pp., Mass. Water Resour. Auth., Boston.
20. HydroQual Inc. and Normandeau Associates (1995), A water quality model for Massachusetts and Cape Cod Bays: Calibration of the Bays eutrophication model (BEM), Tech. Rep. ENQUAD 95-08, 402 pp., Mass. Water Resour. Auth., Boston.
21. Intergovernmental Oceanographic Commission (2003), The integrated strategic design plan for the coastal ocean observations module of the Global Ocean Observing System, GOOS Rep. 125, U. N. Educ. Sci., and Cult. Organ., Paris.
22. Jiang, M. S., and M. Zhou (2004), Calibration of the Massachusetts and Cape Cod Bays water quality model: 2000-2001, Rep. ENQUAD 2004-09, 99 pp., Mass. Water Resour. Auth., Boston.
23. Kalman, R. E. (1960), A new approach to linear filtering and prediction problems, J. Basic Eng., 82, 35-45, doi:10.1115/1.3662552.
24. Lermusiaux, P. F. J. (2001), Evolving the subspace of the three-dimensional multiscale ocean variability: Massachusetts Bay, J. Mar. Syst, 29(1-4), 385-422.
25. Libby, P. S., W. R. Geyer, A. A. Keller, A. D. Mansfield, J. T. Turner, D. M. Anderson, D. G. Borkman, S. Rust, K. Hyde, and C. A. Oviatt (2007), Water column monitoring in Massachusetts Bay: 1992-2006, Rep. 2007-11, 228 pp., Mass. Water Resour. Auth., Boston.
26. Lin, P., R. Ji, C. Davis, and D. McGillicuddy (2010), Optimizing plankton survey strategies using Observing System Simulation Experiments, J. Mar. Syst., 82, 187-194, doi:10.1016/j.jmarsys.2010.05.005.
27. McGillicuddy, D. J., et al. (2001), Evaluating the synopticity of the US GLOBEC Georges Bank broad-scale sampling pattern with observational system simulation experiments, Deep Sea Res., Part II, 48(1-3), 483-499, doi:10.1016/S0967-0645 (00) 00126-0.
28. Orrell, D., L. Smith, J. Barkmeijer, and T. Palmer (2001), Model error in weather forecasting, Nonlinear Process. Geophys., 8, 357-371, doi:10.5194/npg-8-357-2001.
29. Raicich, F. (2006), The assessment of temperature and salinity sampling strategies in the Mediterranean Sea: Idealized and real cases, Ocean Sci. Discuss., 3, 127-163, doi:10.5194/osd-3-127-2006.
30. Reback, K. E., P. D. Brady, K. D. McLauglin, and C. G. Milliken (2004), A survey of anadromous fish passage in coastal Massachusetts: Part 1-4, Tech. Rep. TR-15, Mass. Div. of Mar. Fish., Boston.
31. Schiller, A., S. E. Wijffels, and G. A. Meyers (2004), Design requirements for an Argo float array in the Indian Ocean inferred from observing system simulation experiments, J. Atmos. Oceanic Technol, 21, 1598-1620, doi:10.1175/1520-0426 (2004) 021<1598:DRFAAF>2.0. CO;2.
32. Signell, R. P., H. L. Jenter, and A. F. Blumberg (2000), Predicting the physical effects of relocating Boston's sewage outfall, Estuarine Coastal Shelf Sci., 50, 59-71, doi:10.1006/ecss.1999.0532.
33. Tian, R., C. Chen, Q. Xu, P. Xue, G. Cowles, R. Beardsley, and B. Rothschild (2009), The Massachusetts Bay water quality model: 2006-2007 simulation, Rep. 2009-11, 124 pp., Mass. Water Resour. Auth., Boston.
34. Tian, R., C. Chen, L. Zhao, P. Xue, W. Leo, and M. Mickelson (2010), Modeling 2009 in Massachusetts Bay using the unstructured-grid Bays eutrophication model, Rep. 2010-22, 100 pp., Mass. Water Resour. Auth., Boston.
35. Willcox, K. (2006), Unsteady flow sensing and estimation via the gappy proper orthogonal decomposition, Comput. Fluids, 35(2), 208-226, doi:10.1016/j.compfluid.2004.11.006.
36. Xue, P., C. Chen, R. C. Beardsley, and R. Limeburner (2011), Observing system simulation experiments with ensemble Kalman filters in Nantucket Sound, Massachusetts, J. Geophys. Res., 116, C01011, doi:10.1029/2010JC006428.
37. Yang, X., D. Venturi, C. Chen, C. Chryssostomidis, and G. E. Karniadakis (2010), EOF-based constrained sensor placement and field reconstruction from noisy ocean measurements: Application to Nantucket Sound, J. Geophys. Res., 115, C12072, doi:10.1029/2010JC006148.
38. Yildirim, B., C. Chryssostomidis, and G. E. Karniadakis (2009), Efficient sensor placement for ocean measurements using low-dimensional concepts, Ocean Modell., 27, 160-173, doi:10.1016/j.ocemod.2009. 01.001.
39. Zhao, L., R. Tian, P. Xue, C. Chen, W. Leo, and M. Mickelson (2011), Modeling 2010 in Massachusetts Bay using the unstructured-grid Bays eutrophication model, Rep. 2011-09, 118 pp., Mass. Water Resour. Auth., Boston.