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Three-dimensional numerical simulation of basin-scale internal waves in a long narrow lake

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Abstract

The three-dimensional MITgcm (MIT general circulation model) was applied to simulate wind-induced baroclinic oscillations in Cayuga Lake, to obtain an understanding of the internal seiche/surge dynamics and associated mixing in long narrow lakes. The MITgcm has not been rigorously validated for closed basins against field observations. Thus, qualitative and quantitative methods were used to validate the model and study the sensitivity to different model parameters against observed temperature data. The linear equation of state (EoS) yielded poor results, in comparison to the polynomial EoS formulations where the density gradient was large. The vertical density stratification was strongly sensitive to the background vertical viscosity and diffusivity (when > 10–5 m2s−1), because the prescribed background values control mixing in the KPP scheme, except on the surface and bottom boundary layers. After calibration, the model correctly simulated the vertical stratification, upwelling, basin-scale seiche (with a horizontal mode-one period T1 = 80 h) and surge formation with a basin-wide root-mean-square-error 1.9 °C. Flow visualization indicated that internal surges evolved due to (i) a wind-induced locally downwelled thermocline (wind duration < T1/4), (ii) a basin-scale wind-induced upwelled thermocline (wind duration > T1/4) and (iii) internal hydraulic jumps.

Article Highlights

  • The MITgcm was extensively validated against field data in simulation of Cayuga Lake

  • A polynomial equation-of-state and space–time variable turbulence closure scheme were applied

  • Three distinct processes were found to generate internal surges

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References

  1. Mortimer CH (1974) Lake Hydrodynamics. Mitt Int Verein Limnol 20:124–197

    Google Scholar 

  2. Watson ER (1904) Movements of the waters of Loch Ness, as indicated by temperature observations. Geogr J 24:430–437

    Google Scholar 

  3. Wedderburn EM (1907) Temperature of the fresh-water lochs of Scotland. Trans R Soc Edinb 45:407–489

    Google Scholar 

  4. Mortimer CH (1952) Water movements in lakes during summer stratification; evidence from the distribution of temperature in Windermere. Philos Trans R Soc Lond Ser B 236:355–398

    Google Scholar 

  5. Thorpe SA (1971) Asymmetry of the internal seiche in Loch Ness. Nature 231(5301):306

    Google Scholar 

  6. Thorpe SA, Hall A, Crofts I (1972) The internal surge in Loch Ness. Nature 231:306–308

    Google Scholar 

  7. Horn DA, Imberger J, Ivey GN (2001) The degeneration of large-scale interfacial gravity waves in lakes. J Fluid Mech 434:181–207

    Google Scholar 

  8. Boegman L, Ivey GN, Imberger J (2005) The energetics of large-scale internal wave degeneration in lakes. J Fluid Mech 531:159–180

    Google Scholar 

  9. Boegman L et al (2003) High-frequency internal waves in large stratified lakes. Limnol Oceanogr 48(2):895–919

    Google Scholar 

  10. Preusse M, Peeters F, Lorke A (2010) Internal waves and the generation of turbulence in the thermocline of a large lake. Limnol Oceanogr 55(6):2353–2365

    Google Scholar 

  11. Michallet H, Ivey G (1999) Experiments on mixing due to internal solitary waves breaking on uniform slopes. J Geophys Res Oceans 104(C6):13467–13477

    Google Scholar 

  12. Boegman L, Ivey GN, Imberger J (2005) The degeneration of internal waves in lakes with sloping topography. Limnol Oceanogr 50(5):1620–1637

    Google Scholar 

  13. Boegman L, Stastna M (2019) Sediment resuspension and transport by internal solitary waves. Annu Rev Fluid Mech 51:129–154

    Google Scholar 

  14. Hunkins K et al. (1998) Numerical studies of the 4-day oscillation in Lake Champlain. J Geophys Res. 103.

  15. Gelda RK et al (2015) Testing and application of a two-dimensional hydrothermal/transport model for a long, deep, and narrow lake with moderate Burger number. Inland Waters 5(4):387–402

    Google Scholar 

  16. Dorostkar A, Boegman L (2013) Internal hydraulic jumps in a long narrow lake. Limnol Oceanogr 58(1):153–172

    Google Scholar 

  17. Dorostkar A, Boegman L, Pollard A (2017) Three-dimensional simulation of high-frequency nonlinear internal wave dynamics in Cayuga Lake. J Geophys Res 122(3):2183–2204

    Google Scholar 

  18. Appt J, Imberger J, Kobus H (2004) Basin-scale motion in stratified Upper Lake Constance. Limnol Oceanogr 49(4):919–933

    Google Scholar 

  19. de la Fuente A et al. (2010) Nonlinear and weakly nonhydrostatic inviscid evolution of internal gravitational basin-scale waves in a large, deep lake: Lake Constance. J Geophys Res 115(C12).

  20. Vilhena LC, Marti CL, Imberger J (2013) The importance of nonlinear internal waves in a deep subalpine lake: Lake Iseo Italy. Limnol Oceanogr 58(5):1871–1891

    Google Scholar 

  21. Botelho DA, Imberger J (2007) Downscaling model resolution to illuminate the internal wave field in a small stratified lake. J Hydraul Eng 133(11):1206–1218

    Google Scholar 

  22. Marshall J et al (1997) A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers. J Geophys Res 110:5753–5766

    Google Scholar 

  23. Marshall J et al (1997) Hydrostatic, quasi-hydrostatic, and nonhydrostatic ocean modeling. J Geophys Res 102:5733–5752

    Google Scholar 

  24. Legg S, Adcroft A (2003) Internal wave breaking at concave and convex continental slopes. J Phys Oceanogr 33(11):2224–2246

    Google Scholar 

  25. Nycander J et al (2007) Thermodynamic analysis of ocean circulation. J Phys Oceanogr 37:2038–2052

    Google Scholar 

  26. Weijer W (2005) High-frequency wind forcing of a channel model of the ACC: Normal mode excitation. Ocean Model. 9.

  27. Legg S, Huijts KMH (2006) Preliminary simulations of internal waves and mixing generated by finite amplitude tidal flow over isolated topography. Deep-Sea Res 53:140–156

    Google Scholar 

  28. Berntsen J, Xing J, Davies AM (2008) Numerical studies of internal waves at a sill: Sensitivity to horizontal grid size and subgrid scale closure. Cont Shelf Res 28:1376–1393

    Google Scholar 

  29. Legg S, Klymak JM (2008) Internal hydraulic jumps and overturning generated by tidal flow over a tall steep ridge. J Phys Oceanogr 38:1949–1964

    Google Scholar 

  30. Vlasenko V, Stashchuk N (2007) Three-dimensional shoaling of large-amplitude internal waves. J Geophys Res. 112(C11).

  31. Bennington V et al. (2010) General circulation of Lake Superior: Mean, variability, and trends from 1979 to 2006. J Geophys Res. 115(C12).

  32. Cimatoribus AA et al (2018) Nonlinear dynamics of the nearshore boundary layer of a large lake (Lake Geneva). J Geophys Res Oceans 123(2):1016–1031

    Google Scholar 

  33. Henson E, Bradshaw A, Chandler D (1961) The physical limnology of Cayuga Lake, New York, vol 378. Cornell University, New York State College of Agriculture

    Google Scholar 

  34. Heaps NS, Ramsbottom AE (1966) Wind effects on the water in a narrow two-layered lake. Part I. Theoretical analysis. Part II. Analysis of observations from Windermere. Part III. Application of the theory to Windermere. Philos Trans R Soc Lond Ser A 259(1102):391–430

    Google Scholar 

  35. SA S (2015) Physical processes in a long narrow deep lake, in School of Civil and Environmental Engineering. Cornell University.

  36. Adcroft A, Hill C, Marshall J (1997) Representation of topography by shaved cells in a height coordinate ocean model. Mon Weather Rev 125:2293–2315

    Google Scholar 

  37. Smagorinsky J (1993) Some historical remarks on the use of nonlinear viscosities. Large Eddy Simul Complex Eng Geophys Flows 1:69–106

    Google Scholar 

  38. Large WG, McWilliams JC, Doney SC (1994) Oceanic vertical mixing: a review and a model with a nonlocal boundary layer parameterization. Rev Geophys 32:363–404

    Google Scholar 

  39. Hundsdorfer W, Trompert R (1994) Method of lines and direct discretization: a comparison for linear advection. Appl Numer Math 13:469–490

    Google Scholar 

  40. Sweby P (1984) High resolution schemes using flux limiters for hyperbolic conservation laws. SIAM J Numer Anal 21:995–1011

    Google Scholar 

  41. Fofonoff N, Millard R (1983) Algorithms for computation of fundamental properties of seawater. UNESCO Tech PapersMarine Sci 44:53

    Google Scholar 

  42. Jackett DR, McDougall TJ (1995) Minimal adjustment of hydrographic profiles to achieve static stability. J Atmos Ocean Technol 12:381–389

    Google Scholar 

  43. McDougall TJ et al (2003) Accurate and computationally efficient algorithms for potential temperature and density of seawater. J Atmos Ocean Technol 20:730–741

    Google Scholar 

  44. Stevens CL, Imberger J (1996) The initial response of a stratified lake to a surface shear stress. J Fluid Mech 312:39–66

    Google Scholar 

  45. Large W, Pond S (1981) Open ocean momentum flux measurements in moderate to strong winds. J Phys Oceanogr 11:324–336

    Google Scholar 

  46. Taylor KE (2001) Summarizing multiple aspects of model performance in a single diagram. J Geophys Res 106:7183–7192

    Google Scholar 

  47. Antenucci JP, Imberger J, Saggio A (2000) Seasonal evolution of the basin-scale internal wave field in a large stratified lake. Limnol Oceanogr 45(7):1621–1638

    Google Scholar 

  48. Griffies SM, Hallberg RW (2000) Biharmonic friction with a Smagorinsky-like viscosity for use in large-scale eddy-permitting ocean models. Mon Weather Rev 128:2935–2946

    Google Scholar 

  49. Grant W, Madsen O (1986) The continental-shelf bottom boundary layer. Annu Rev Fluid Mech 18:265–305

    Google Scholar 

  50. Rueda FJ, Schladow SG, Palmarsson S (2003) Basin-scale internal wave dynamics during a winter cooling period in a large lake. J Geophys Res 108.

  51. Valipour R et al (2015) Near-inertial waves in Lake Erie. Limnol Oceanogr 60(5):1522–1535

    Google Scholar 

  52. Marti CL, Imberger J (2006) Dynamics of the benthic boundary layer in a strongly forced stratified lake. Hydrobiologia 568:217–233

    Google Scholar 

  53. Polzin KL et al (1997) Spatial variability of turbulent mixing in the abyssal ocean. Science 276:93–96

    Google Scholar 

  54. Bouffard D, Boegman L (2013) A diapycnal diffusivity model for stratified environmental flows. Dyn Atmos Ocean 61:14–34

    Google Scholar 

  55. Boegman L et al (2001) Application of a two-dimensional hydrodynamic reservoir model to Lake Erie. Can J Fish Aquat Sci 58(5):858–869

    Google Scholar 

  56. Deardorff JW (1970) Convective velocity and temperature scales for the unstable planetary boundary layer and for Rayleigh convection. J Atmos Sci 27(8):1211–1213

    Google Scholar 

  57. Moin P, Kim J (1982) Numerical investigation of turbulent channel flow. J Fluid Mech 118:341–377

    Google Scholar 

  58. Beletsky D, Schwab DJ (2001) Modeling circulation and thermal structure in Lake Michigan: Annual cycle and interannual variability. J Geophys Res 106(19):745–771

    Google Scholar 

  59. Lin S et al (2021) Three-dimensional modeling of sediment resuspension in a large shallow lake. J Great Lakes Res 47(4):970–984

    Google Scholar 

  60. Wang Y, Hutter K, Bäuerle E (2000) Wind-induced baroclinic response of Lake Constance. Ann Geophys 18:1488–1501

    Google Scholar 

  61. Li M, Zhong L, Boicourt WC (2005) Simulations of chesapeake bay estuary: sensitivity to turbulence mixing parameterizations and comparison with observations. J Geophys Res 110:C12004. https://doi.org/10.1029/2004JC002585

    Article  Google Scholar 

  62. Pan H, Avissar R, Haidvogel DB (2002) Summer circulation and temperature structure of Lake Kinneret. J Phys Oceanogr 32:295–313

    Google Scholar 

  63. Moum J et al (2007) Dissipative losses in nonlinear internal waves propagating across the continental shel. J Phys Oceanogr 37:1989–1995

    Google Scholar 

  64. Imberger J (1998) Flux paths in a stratified lake: a review. Phys Process Lakes Oceans 54:1–17

    Google Scholar 

  65. Wüest A, Piepke G, Van Senden DC (2000) Turbulent kinetic energy balance as a tool for estimating vertical diffusivity in wind-forced stratified waters. Limnol Oceanogr 45(6):1388–1400

    Google Scholar 

  66. Gómez-Giraldo A, Imberger J, Antenucci JP (2006) Spatial structure of the dominant basin-scale internal waves in Lake Kinneret. Limnol Oceanogr 51(1):229–246

    Google Scholar 

  67. Horn DA, Imberger J, Ivey GN (1999) Proc. Aha Huliko Hawaiian winter workshop - Internal gravity waves II, vol 11, pp 95–100.

  68. Hodges BR, Laval B, Wadzuk BM (2006) Numerical error assessment and a temporal horizon for internal waves in a hydrostatic model. Ocean Model 13:44–64

    Google Scholar 

  69. Safin A et al (2021) A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1. Geosci Model Dev Discuss 2021:1–22

    Google Scholar 

  70. Djoumna G, Lamb KG, Rao YR (2014) Sensitivity of the parameterizations of vertical mixing and radiative heat fluxes on the seasonal evolution of the thermal structure of Lake Erie. Atmos Ocean 52(4):294–313

    Google Scholar 

  71. Klymak JM, Legg SM (2010) A simple mixing scheme for models that resolve breaking internal waves. Ocean Model 33(3):224–234

    Google Scholar 

  72. Pacanowski RC, Philander SGH (1981) Parameterization of vertical mixing in numerical models of tropical oceans. J Phys Oceanogr 11(11):1443–1451

    Google Scholar 

  73. Thorpe SA (1977) Turbulence and mixing in a Scottish Loch. Phil Trans R Soc Lond A 286:125–181

    Google Scholar 

  74. Hunkins K, Fliegel M (1973) Internal undular surges in Seneca Lake: a natural occurrence of solitons. J Geophys Res 78(3):539–548

    Google Scholar 

  75. Farmer DM (1978) Observations of long nonlinear internal waves in a lake. J Phys Oceanogr 8(1):63–73

    Google Scholar 

  76. Mortimer CH, Horn W (1982) Internal wave dynamics and their implications for plankton biology in the Lake of Zurich. Vier Natur Gesell Zurich 127:299–318

    Google Scholar 

  77. Lemmin U (1987) The structure and dynamics of internal waves in Baldeggersee 1. Limnol Oceanogr 32(1):43–61

    Google Scholar 

  78. Wiegand RC, Carmack EC (1986) The climatology of internal waves in a deep temperate lake. J Geophys Res 91(C3):3951–3958

    Google Scholar 

  79. Horn DA et al (2002) A weakly nonlinear model of long internal waves in closed basins. J Fluid Mech 467:269–287

    Google Scholar 

  80. Sakai T, Redekopp LG (2010) A parametric study of the generation and degeneration of wind-forced long internal waves in narrow lakes. J Fluid Mech 645:315–344

    Google Scholar 

  81. Spigel RH, Imberger J (1980) The classification of mixed-layer dynamics of lakes of small to medium size. J Phys Oceanogr 10(7):1104–1121

    Google Scholar 

  82. Holloway PE (1987) Internal hydarulic jumps and solitons at a shealf break region on the Austrailan North West Shelf. J Geophys Res 92:5405–5416

    Google Scholar 

  83. Armi L, Farmer D (1988) The flow of Mediterranean water through the strait of Gibraltar. The flow of Atlantic water through the Strait of Gibraltar. Prog Oceanogr 21:1–105

    Google Scholar 

  84. Farmer DM, Armi L (1999) Stratified flow over topography: the role of small-scale entrainment and mixing in flow establishment. Proc R Soc Lond A 457:3221–3258

    Google Scholar 

  85. Thorpe SA et al (1996) High-frequency internal waves in Lake Geneva. Phil Trans Royal Soc Lond A 354(1705):237–257

    Google Scholar 

  86. Saggio A, Imberger J (1998) Internal wave weather in a stratified lake. Limnol Oceanogr 43(8):1780–1795

    Google Scholar 

  87. Troy CD, Koseff JR (2005) The instability and breaking of long internal waves. J Fluid Mech 543:107–136

    Google Scholar 

  88. Lamb KG, Boegman L, Ivey GN (2005) Numerical simulations of shoaling internal solitary waves in tilting tank experiments. In: Proc. 9th workshop on physical processes in natural waters. Lancaster University, UK, pp 21–31.

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Acknowledgements

The authors thank Todd Cowen for providing the field observations. Thanks also to Kevin Lamb, Damien Bouffard and Jody Klymak for helpful discussions. This research was funded by the NSERC Discovery Grants to LB and AP. AD was also supported by Queen’s University and the Huntly Macdonald Sinclair Tuition Fellowship. Computing facilities were provided by the High-Performance Computing Virtual Laboratory (HPCVL), Queen’s University. The model setup files used in this research are archived in the Department of Civil Engineering at Queen’s University and will be made available upon manuscript acceptance at https://dataverse.scholarsportal.info/dataverse/queens

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Dorostkar, A., Boegman, L., Schweitzer, S.A. et al. Three-dimensional numerical simulation of basin-scale internal waves in a long narrow lake. Environ Fluid Mech 23, 1167–1192 (2023). https://doi.org/10.1007/s10652-022-09868-z

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