Optimal pollution mitigation in monterey bay based on coastal radar data and nonlinear dynamics

Environmental Science and Technology

Volumn 41, Issue 18, 2007, Pages 6562-6572

  Coulliette, Chad ^a   Lekien, Francois ^b   Paduan, Jeffrey D ^c   Haller, George ^d   Marsden, Jerrold E ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

^c NAVAL POSTGRADUATE SCHOOL   (United States)

^d USA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FLOW STRUCTURE; IMPURITIES; LYAPUNOV FUNCTIONS; NONLINEAR ANALYSIS; OPTIMIZATION;

COMPLEX STRUCTURE; ENVIRONMENTAL PREDICTION; ORGANIC CONTAMINANTS;

MARINE POLLUTION;

FLOW STRUCTURE; IMPURITIES; LYAPUNOV FUNCTIONS; MARINE POLLUTION; NONLINEAR ANALYSIS; OPTIMIZATION;

AGRICULTURAL RUNOFF; ANTHROPOGENIC SOURCE; COASTAL ZONE; FLOW STRUCTURE; MITIGATION; ORGANIC POLLUTANT; POLLUTANT SOURCE; RADAR;

AIR MONITORING; AIR POLLUTION; AIRFLOW; ARTICLE; ATMOSPHERIC DEPOSITION; ATMOSPHERIC DISPERSION; ESTUARY; NONLINEAR SYSTEM; POLLUTION MONITORING; POLLUTION TRANSPORT; PREDICTION; SEASHORE; TELECOMMUNICATION;

CALIFORNIA; ENVIRONMENTAL MONITORING; ENVIRONMENTAL POLLUTION; GEOGRAPHY; NONLINEAR DYNAMICS; RADAR; WATER MOVEMENTS; WATER POLLUTANTS, CHEMICAL;

CALIFORNIA; MONTEREY BAY; NORTH AMERICA; UNITED STATES;

EID: 34548791699     PISSN: 0013936X     EISSN: None     Source Type: Journal    
DOI: 10.1021/es0630691     Document Type: Article

References (37)

1. Prahl, F. G.; Crecellus, E.; Carpenter, R. Polycyclic aromatic hydrocarbons in Washington coastal sediments: an evaluation of atmospheric and riverine routes of introduction. Environ. Sci. Technol. 1984, 18, 687-693.
2. Rice, D. W.; Seltenrich, C. P.; Spies, R. B.; Keller, M. L. Seasonal and annual distribution of organic contaminants in marine sediments from the Elkhorn Slough, Moss Landing Harbor and near-shore Monterey Bay, California. Environ. Pollut. 1993, 82, 79-91.
3. Smith, R. Optimal use of holding tanks to avoid pollution in narrow estuaries. IMA J. Appl. Math. 1993, 51, 187-199.
4. Georges, T. M.; Harlan, J. A.; Lematta, R. A. Large-scale mapping of ocean surface currents with dual over-the-horizon radars. Nature 1996, 379, 434-436.
5. Goldstein, R. M.; Zebker, H. A. Interferometric radar measurement of ocean surface currents. Nature 1987, 328, 707-709.
6. Paduan, J. D.; Rosenfeld, L. K. Remotely sensed surface currents in Monterey Bay from shore-based hf radar (codar). J. Geophys. Res. 1996, 101, 20669-20686.
7. Bikangaga, J. H.; Nussehi, V. Application of computer modeling techniques to the determination of optimal effluent discharge policies in tidal water systems. Water Res. 1995, 29, 2367-2375.
8. Giles, R. T. Optimal strategies for discharging pollutants into narrow estuaries. Water Res. 1995, 29, 563-569.
9. Smith, R. Using small holding tanks to reduce pollution in narrow estuaries. J. Hydraulic Eng. 1998, 124, 117-122.
10. Webb, T.; Tomlinson, R. B. Design procedures for effluent discharge into estuaries during ebb tide. J. Environ. Eng. 1992, 118, 338-362.
11. Coulliette, C.; Wiggins, S. Intergyre transport in a wind-driven, quasigeostrophic double gyre: An application of lobe dynamics. Nonlinear Proc. Geophys. 2001, 8, 69-94.
12. Haller, G. Finding finite-time invariant manifolds in two-dimensional velocity fields. Chaos 2000, 10, 99-108.
13. Shadden, S. C.; Lekien, F.; Marsden, J. E. Definition and properties of Lagrangian coherent structures from finite-time Lyapunov exponents in twodimensional aperiodic flows. Physica D 2005, 212 (3-4), 271-304.
14. Haller, G. Distinguished material surfaces and coherent structures in 3d fluid flows. Physica D 2001, 149, 248-277.
15. Poje, A. C.; Haller, G. Geometry of cross-stream mixing in a double- gyre ocean model. J. Phys. Oceanogr 1999, 29, 1649-1665.
16. Velasco Fuentes, O. M. Chaotic advection by two interacting finite-area vortices. Phys. Fluids A 2001, 13, 901-912.
17. Beerens, S. P.; Ridderinkhof, H.; Zimmerman, J. T. F. Longitudinal dispersion in natural streams. Chaos, Solitons and Fractals 1998, 4, 1011-1029.
18. Stirling, J. R. Transport and bifurcation in a non-area-preserving twodimensional map with applications to the discharge of pollution in an estuarine flow. Physica D 2000, 144, 169-193.
19. Watson, A. J.; Messias, M. J.; Fogelqvist, E.; Van Scoy, K. A.; Johanessen, T.; Oliver, K. I. C.; Stevens, D. P.; Rey, F.; Tanhua, T.; Olsson, K. A.; Carse, F.; Simonsen, K.; Ledwell, J. R.; Jansen, E.; Cooper, D. K.; Kruepke, J. A.; Guilyardi, E. Mixing and convection in the Greenland Sea from a tracer-release experiment. Nature 1999, 401, 902-904.
20. Zimmerman, J. T. F. The tidal whirlpool - a review of horizontal dispersion by tidal and residual currents. Netherlands J. Sea Res. 1986, 20, 133-154.
21. Shay, L.; Cook, T.; Haus, B.; Martinez, J.; Peters, H.; Mariano, A.; VanLeer, J.; An, P. E.; Smith, S.; Soloviev, A.; Weisberg, R.; Luther, M. VHF radar detects oceanic submesoscale vortex along Florida coast. EOS, Trans. Am. Geophys. Union 2000, 81 (19), 209-213.
22. Lekien, F.; Coulliette, C.; Bank, R.; Marsden, J. Open-boundary Modal Analysis: Interpolation, extrapolation and filtering. J. Geophys. Res. - Oceans 2004, 109 (C12004).
23. Lermusiaux, P. F. J.; Anderson, D. G. M.; Lozano, C. J. On the mapping of multivariate geophysical fields: Error and variability subspace estimates. Q. J. R. Meteorol. Soc. 2000, 126 (565), 1387-1429.
24. Shulman, I.; Wu, C. R.; Lewis, J. K.; Paduan, J. D.; Rosenfeld, L. K.; Kindle, J. C.; Ramp, S. R.; Collins, C. A. High resolution modeling and data assimilation in the Monterey Bay area. Continental Shelf Res. 2002, 22 (8), 1129-1151.
25. Aref, H. Stirring by chaotic advection. J. Fluid Mech. 1984, 143, 1-21.
26. Ottino, J. M. The Kinematics of Mixing: Stretching, Chaos, and Transport; Cambridge University Press: Cambridge, 1988.
27. Haller, G. Lagrangian structures and the rate of strain in a partition of twodimensional turbulence. Phys. Fluids A 2001, 13, 3368-3385.
28. Joseph, B.; Legras, B. Relation between kinematic boundaries, stirring, and barriers for the Antarctic polar vortex. J. Atmos. Sci. 2002, 59 (7).
29. Lapeyre, G.; Hua, B. L.; Legras, B. Comments on 'finding finite-time invariant manifolds in two-dimensional velocity fields'. Chaos 2001, 11 (2), 427-430.
30. Miller, P. D.; Jones, C. K. R. T.; Rogerson, A. M.; Pratt, L. J. Quantifying transport in numerically generated velocity fields. Physica D 1997, 110, 1-18.
31. Haller, G. Lagrangian coherent structures from approximate velocity data. Phys. Fluids A 2002, 14, 1851-1861.
32. Lekien, F.; Coulliette, C.; Mariano, A. J.; Ryan, E. H.; Shay, L. K.; Haller, G.; Marsden, J. Pollution release tied to invariant manifolds: A case study for the coast of Florida. Physica D 2005, 210 (1-2), 1-20.
33. Lekien, F.; Marsden, J. Tricubic interpolation in three dimensions. Int. J. Numer. Methods Eng. 2005, 63 (3), 455-471.
34. Lekien, F.; Haller, G. Unsteady flow separation on slip boundaries. Phys. Fluids 2007, Submitted.
35. Lermusiaux, P. F. J.; Chiu, C. S.; Gawarkiev, G. C.; Abbot, P.; Robinson, A. R.; Haley, P. J.; Leslie, P. J.; Majumdar, S. J.; Pang, A.; Lekien, F. Quantifying uncertainties in ocean predictions. Oceanography 2006, 19 (1), 80-93.
36. Lekien, F.; Shadden, S. C.; Marsden, J. E. Lagrangian coherent structures in n-dimensional systems. J. Math. Physics 2007, 48 (7), 065404.
37. Shadden, S. C.; Lekien, F.; Paduan, J. D.; Chavez, F.; Marsden, J. E. Transport barriers in the ocean: Computation and verification. Deep Sea Res. submitted for publication.