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An investigation into the dispersion of ocean surface waves in sea ice

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Abstract

This investigation considers theoretical models and empirical studies related to the dispersion of ocean surface gravity waves propagating in ice covered seas. In theory, wave dispersion is related to the mechanical nature of the ice. The change of normalized wavenumber is shown for four different dispersion models: the mass-loading model, an elastic plate model, an elastic plate model extended to include dissipation, and a viscous-layer model. For each dispersion model, model parameters are varied showing the dependence of deviation from open water dispersion on ice thickness, elasticity, and viscosity. In all cases, the deviation of wavenumber from the open water relation is more pronounced for higher frequencies. The effect of mass loading, a component of all dispersion models, tends to shorten the wavelength. The Voigt model of dissipation in an elastic plate model does not change the wavelength. Elasticity in the elastic plate model and viscosity in the viscous-layer model tend to increase the wavelength. The net effect, lengthening or shortening, is a function of the particular combination of ice parameters and wave frequency. Empirical results were compiled and interpreted in the context of these theoretical models of dispersion. A synopsis of previous measurements is as follows: observations in a loose pancake ice in the marginal ice zone, often, though not always, showed shortened wavelengths. Both lengthening and shortening have been observed in compact pancakes and pancakes in brash ice. Quantitative matches to the flexural-gravity model have been found in Arctic interior pack ice and sheets of fast ice.

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Notes

  1. http://www.apl.washington.edu/project/project.php?id=arctic_sea_state

  2. Also referred to as “added mass” model, the “inertial” model, the “added inertia” model, and possibly others.

  3. Unfamiliar with basic ice types? Please see http://seaiceatlas.snap.uaf.edu/glossary for detailed definitions. Ice types mentioned in this manuscript are pancake, frazil, brash, grease, pack ice, and fast ice sheets.

  4. In the literature, the imaginary part of the complex wavenumber is also denoted as k i or q

  5. In Mosig et al. [2015], this is called viscosity parameter, but here, we use dissipation to avoid confusion with viscous-layer model introduced in the following section. The symbol η is not to be confused with sea surface elevation.

  6. A reviewer pointed out that an asymptotic expansion in the dissipation parameter should be possible.

  7. However, Fox and Haskell [2001] did not make this connection: “While the added-mass and ice-sheet models predict dispersion equations with power laws less than 2, we found that the measured dispersion equation has a power law with exponent greater than 2.” Referring to either the statement or the result, Squire said it was “perplexing” in his 2007 review paper.

  8. For the cases of shortening, this implies even a stronger change in dispersion than measured, and for the cases of lengthening this implies a lesser change in dispersion (or none at all).

References

  • Ardhuin, F., F. Collard, B. Chapron, F. Girard-Ardhuin, G. Guitton, A. Mouche, and J. Stopa 2015. Estimates of ocean wave heights and attenuation in sea ice using the SAR wave mode on Sentinel-1A. Geophys. Res. Lett

  • Ardhuin, F., P. Sutherland, M. Doble, and P. Wadhams (2016a), Ocean waves across the Arctic: Attenuation due to dissipation dominates over scattering for periods longer than 19 s, Geophys. Res. Lett., 43, 5775-5783

  • Ardhuin F., B. Chapron, F. Collard, M. Smith, J.E. Stopa, J. Thomson, M. Doble, B. Blomquist, O. Persson, C.O. Collins III, & P. Wadhams (2016b) Measuring ocean waves in sea ice using SAR imagery: A quasi-deterministic approach evaluated with Sentinel-1 and in situ data. doi:10.1016/j.rse.2016.11.024

  • Asplin, M. G., R. Galley, D. G. Barber, and S. Prinsenberg (2012), Fracture of summer perennial sea ice by ocean swell as a result of Arctic storms, J Geophys Res: Oceans, 117(C6), 2156 - 2202.

  • Asplin MG, Scharien R, Else B, Howell S, Barber DG, Papakyriakou T, Prinsenberg S (2014) Implications of fractured Arctic perennial ice cover on thermodynamic and dynamic sea ice processes. Journal of Geophysical Research: Oceans 119(4):2327–2343

    Google Scholar 

  • Borge JCN, Reichert K, Dittmer J (1999) Use of nautical radar as a wave monitoring instrument. Coast Eng 37(3–4):331–342

    Article  Google Scholar 

  • Broström, G. and K. Christensen (2008), Waves in sea ice. Report 5/2008, Nor Meteorol Inst., http://met.no/Publikasjoner+2008.b7C_wlfY47.ips

  • Campbell AJ, Bechle AJ, Wu CH (2014) Observations of surface waves interacting with ice using stereo imaging. Journal of Geophysical Research: Oceans 119(6):3266–3284

  • Collins CO III, Lund B, Ramos RJ, Drennan WM, Graber HC (2014) Wave measurement intercomparison and platform evaluation during the ITOP (2010) experiment. J Atmos Ocean Technol 31(10):2309–2329

    Article  Google Scholar 

  • Collins III, C. O., W. E. Rogers, A. Marchenko, and A. V. Babanin (2015), In situ measurements of an energetic wave event in the Arctic marginal ice zone, Geophys. Res. Lett.

  • Collins III, C. O., W. E. Rogers, & A. Marchenko (2016) On wave-ice interaction in the Arctic marginal ice zone: dispersion, attenuation, and ice response (No. NRL/MR/7320—16-9676). Naval Research Lab, Stennis Space Center, MS 39529–5004.

  • Dalrymple RA, Liu PL-F (1978) Waves over soft muds: a two-layer fluid model. J Phys Oc 8:1121–1131

    Article  Google Scholar 

  • Dean RG, Dalrymple RA (1991) Water wave mechanics for engineers and scientists. World Scientific, Hackensack, NJ, USA. pp. 353

  • De Carolis, G. (2003), March. SAR observations of waves in ice. In International Symposium on Remote Sensing (pp. 141–151). International Society for Optics and Photonics.

  • De Carolis G, Desiderio D (2002) Dispersion and attenuation of gravity waves in ice: a two-layer viscous fluid model with experimental data validation. Phys Lett A 305(6):399–412

    Article  Google Scholar 

  • Doble MJ, Bidlot J (2013) Wave buoy measurements at the Antarctic sea ice edge compared with an enhanced ECMWF WAM: progress towards global waves-in-ice modelling. Ocean Model 70:166–173

    Article  Google Scholar 

  • Ewing M, Crary AP (1934) Propagation of elastic waves in ice. Part II. J Appl Phys 5(7):181–184

    Google Scholar 

  • Fox C, Haskell TG (2001) Ocean wave speed in the Antarctic marginal ice zone. Ann Glaciol 33(1):350–354

    Article  Google Scholar 

  • Fox C, Squire VA (1994) On the oblique reflexion and transmission of ocean waves at shore fast sea ice, philosophical transactions of the Royal Society of London. Series A: Physical and Engineering Sciences 347(1682):185–218

    Google Scholar 

  • Horvat C, Tziperman E (2015) A prognostic model of the sea-ice floe size and thickness distribution. Cryosphere 9(6):2119–2134

    Article  Google Scholar 

  • Keller JB (1998) Gravity waves on ice-covered water. Journal of Geophysical Research: Oceans 103(C4):7663–7669

    Article  Google Scholar 

  • Keller JB, Weitz M (1953) Reflection and transmission coefficients for waves entering or leaving an icefield. Communications on Pure and Applied Mathematics 6(3):415–417

  • Kinsman B (1965) Wind waves, their generation and propagation on the ocean surface. Prentice-Hall, Englewood Cliffs

    Google Scholar 

  • Kirby, J., (1992), Water waves in variable depth under continuous sea ice, Proceedings of the Second International Conference on Offshore and Polar Engineering Conference, San Francisco, USA, 14–19 June.

  • Kohout AL, Meylan MH (2008) An elastic plate model for wave attenuation and ice floe breaking in the marginal ice zone. Journal of Geophysical Research 113(C9)

  • Kohout AL, Williams M, Dean S, Meylan MH (2014) Storm-induced sea-ice breakup and the implications for ice extent. Nature 509(7502):604–607

    Article  Google Scholar 

  • Kohout, A., M. Williams, T. Toyota, J. Lieser, and J. Hutchings (2015), In situ observations of wave-induced sea ice breakup, Deep Sea Research Part II: Topical Studies in Oceanography.

  • Krogstad HE, Trulsen K (2010) Interpretations and observations of ocean wave spectra. Ocean Dyn 60(4):973–991

    Article  Google Scholar 

  • Kuik AJ, Van Vledder GP, Holthuijsen LH (1988) A method for the routine analysis of pitch-and-roll buoy wave data. J Phys Oceanogr 18(7):1020–1034

    Article  Google Scholar 

  • Leckler F, Ardhuin F, Peureux C, Benetazzo A, Bergamasco F, Dulov V (2015) Analysis and interpretation of frequency–wavenumber spectra of young wind waves. J Phys Oceanogr 45(10):2484–2496

    Article  Google Scholar 

  • Liu AK, Mollo-Christensen E (1988) Wave propagation in a solid ice pack. J Phys Oceanogr 18(11):1702–1712

    Article  Google Scholar 

  • Liu AK, Holt B, Vachon PW (1991) Wave propagation in the marginal ice zone: model predictions and comparisons with buoy and synthetic aperture radar data. Journal of Geophysical Research: Oceans 96(C3):4605–4621

    Article  Google Scholar 

  • Long RB (1980) The statistical evaluation of directional spectrum estimates derived from pitch/roll buoy data. J Phys Oceanogr 10(6):944–952

    Article  Google Scholar 

  • Longuet-Higgins, M. S., D. E. Cartwright, and N. D. Smith (1963), Observations of the directional spectrum of sea waves using the motions of a floating buoy Ocean Wave Spectra Prentice-Hall, 111–136.

  • Lund B, Collins CO, Graber HC, Terrill E, Herbers TH (2014) Marine radar ocean wave retrieval’s dependency on range and azimuth. Ocean Dyn 64(7):999–1018

    Article  Google Scholar 

  • Lund B, Graber HC, Hessner K, Williams NJ (2015) On shipboard marine X-band radar near-surface current “Calibration”. J Atmos Ocean Technol 32(10):1928–1944

    Article  Google Scholar 

  • Marsan D, Weiss J, Larose E, Métaxian JP (2012) Sea-ice thickness measurement based on the dispersion of ice swell. The Journal of the Acoustical Society of America 131(1):80–91

    Article  Google Scholar 

  • Meylan MH, Squire VA (1995) The response of a thick flexible raft to ocean waves. Int J of Offshore and Polar Eng 5(3):198–203

    Google Scholar 

  • Mindlin RD (1951) Influence of rotatory inertia and shear on flexural motion of isotropic elastic plates. Transactions of the American Society of Mechanical Engineering: Journal of Applied Mechanics 18:31–38

    Google Scholar 

  • Mosig, J. E., F. Montiel, and V. A. Squire (2015), Comparison of viscoelastic-type models for ocean wave attenuation in ice-covered seas, J Geophys Res: Oceans

  • Newyear K, Martin S (1999) Comparison of laboratory data with a viscous two-layer model of wave propagation in grease ice. Journal of Geophysical Research: Oceans 104(C4):7837–7840

    Article  Google Scholar 

  • Robinson NJ, Palmer SC (1990) A modal analysis of a rectangular plate floating on an incompressible liquid. J Sound Vib 142(3):453–460

    Article  Google Scholar 

  • Rogers, W. E. and S. S. Zieger (2014), Sice: Damping by sea ice, in User manual and system documentation of WAVEWATCH III(R) version 4.18b,, edited by H. L. Tolman, pp. 60–61, College Park, MD, Tech. Note, MMAB Contribution 316 NOAA/NWS.

  • Sakai, S. and K. Hanai (2002), Empirical formula of dispersion relation of waves in sea ice, paper presented at Ice in the environment: Proceedings of the 16th IAHR International Symposium on Ice.

  • Shuchman RA, Rufenach CL, Johannessen OM (1994) Extraction of marginal-ice-zone thickness using gravity wave imagery. Journal of Geophysical Research: Oceans 99(C1):901–918

    Article  Google Scholar 

  • Snodgrass FE, Groves GW, Hasselmann KF, Miller GR, Munk WH, Powers WH (1966) Propagation of ocean swell across the Pacific. Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences 259(1103):431–497

    Article  Google Scholar 

  • Squire VA, Moore SC (1980) Direct measurement of the attenuation of ocean waves by pack ice. Nature 283 (5745):365–368

  • Squire VA (1993) A comparison of the mass-loading and elastic plate models of an ice field. Cold Reg Sci Technol 21(3):219–229

    Article  Google Scholar 

  • Squire VA (2007) Of ocean waves and sea-ice revisited. Cold Reg Sci Technol 49(2):110–133

    Article  Google Scholar 

  • Squire, V.A. and A. Allan (1977), Propagation of flexural gravity waves in sea ice. Centre for Cold Ocean Resources Engineering, Memorial University of Newfoundland

  • Squire VA, Dugan JP, Wadhams P, Rottier PJ, Liu AK (1995) Of ocean waves and sea ice. Annu Rev Fluid Mech 27(1):115–168

    Article  Google Scholar 

  • Stein PJ, Euerle SE, Parinella JC (1998) Inversion of pack ice elastic wave data to obtain ice physical properties. Journal of Geophysical Research: Oceans 103(C10):21783–21793

    Article  Google Scholar 

  • Sutherland G, Rabault J (2016) Observations of wave dispersion and attenuation in landfast ice. Journal of Geophysical Research: Oceans 121(3):1984–1997

    Google Scholar 

  • Tabata, T. (1958), Studies on visco-elastic properties of sea ice. Arctic Sea Ice, pp. 139–147, Proceedings of the Arctic Sea Ice Conference, Easton Maryland, 1958

  • Thomson J, Rogers WE (2014) Swell and sea in the emerging Arctic Ocean. Geophys Res Lett 41(9):3136–3140

    Article  Google Scholar 

  • Thomson, J., V. Squire, S. Ackley, E. Rogers, A. Babanin, P. Guest, T. Maksym, P. Wadhams, S. Stammerjohn, and C. Fairall (2013), Sea state and boundary layer physics of the emerging arctic ocean (No. APL-UW-1306). University of Washington Technical Document

  • Thomson J, Talbert J, de Klerk A, Brown A, Schwendeman M, Goldsmith J, Thomas J, Olfe C, Cameron G, Meinig C (2015) Biofouling effects on the response of a wave measurement buoy in deep water. J Atmos Ocean Technol 32(6):1281–1286

    Article  Google Scholar 

  • Thomson, J., Y. Fan, S. Stammerjohn, J. Stopa, W.E. Rogers, F. Girard-Ardhuin, F. Ardhuin, H. Shen, W. Perrie, H. Shen, S. Ackley, A. Babanin, Qi. Liu, P. Guest, T. Maksym, P. Wadhams, C. Fairall, O. Persson, M. Doble, H. Graber, B. Lund, V. Squire, J. Gemmrich, S. Lehner, B. Holt, M. Meylan, J. Brozena, J.-R. Bidlot, 2016, Emerging trends in the sea state of the Beaufort and Chukchi Seas. Ocean Modelling. doi:10.1016/j.ocemod.2016.02.009

  • Timco GW, Weeks WF (2010) A review of the engineering properties of sea ice. Cold Reg Sci Technol 60(2):107–129

    Article  Google Scholar 

  • Toffoli A, Waseda T, Houtani H, Cavaleri L, Greaves D, Onorato M (2015) Rogue waves in opposing currents: an experimental study on deterministic and stochastic wave trains. J Fluid Mech 769:277–297

    Article  Google Scholar 

  • Tolman, H. L. and the WAVEWATCH III® Development Group (2014), User Manual and System Documentation of WAVEWATCH III® version 4.18, tech. note 316, NOAA/NWS/NCEP/MMAB

  • Tucker MJ (1989) Interpreting directional data from large pitch-roll-heave buoys. Ocean Eng 16(2):173–192

    Article  Google Scholar 

  • Tucker, M.J. and Pitt, E.G., 2001. Waves in ocean engineering (No. Volume 5).

  • Wadhams P (2000) Ice in the ocean. CRC Press

  • Wadhams P, Doble M (2009) Sea ice thickness measurements using episodic infragravity waves from distant storms. Cold Regions Sci Technol 56:98–101

    Article  Google Scholar 

  • Wadhams P, Holt B (1991) Waves in frazil and pancake ice and their detection in Seasat synthetic aperture radar imagery. Journal of Geophysical Research: Oceans 96(C5):8835–8852

    Article  Google Scholar 

  • Wadhams P, Parmiggiani FF, De Carolis G (2002) The use of SAR to measure ocean wave dispersion in frazil-pancake icefields. J Phys Oceanogr 32(6):1721–1746

    Article  Google Scholar 

  • Wadhams P, Parmiggiani FF, De Carolis G, Desiderio D, Doble MJ (2004) SAR imaging of wave dispersion in Antarctic pancake ice and its use in measuring ice thickness. Geophys Res Lett 31(15)

  • Wadhams P, Squire VA, Goodman DJ, Cowan AM, Moore SC, (1988) The attenuation rates of ocean waves in the marginal ice zone. Journal of Geophysical Research 93(C6):6799

  • Wang R, Shen HH (2010a) Gravity waves propagating into an ice-covered ocean: a viscoelastic model. Journal of Geophysical Research: Oceans 115(C6)

  • Wang R, Shen HH (2010b) Experimental study on surface wave propagating through a grease–pancake ice mixture. Cold Reg Sci Technol 61(2):90–96

    Article  Google Scholar 

  • Weber JE (1987) Wave attenuation and wave drift in the marginal ice zone. J Phys Oceanogr 17(12):2351–2361

    Article  Google Scholar 

  • Weitz, M. and J. B. Keller (1950), Reflection of water waves from floating ice in water of finite

  • Whitham GB (2011) Linear and nonlinear waves, vol. 42. John Wiley & Sons, NY, pp. 636. doi:10.1002/9781118032954

  • Williams TD, Bennetts LG, Squire VA, Dumont D, Bertino L (2013a) Wave–ice interactions in the marginal ice zone. Part 1: theoretical foundations. Ocean Model 71:81–91

    Article  Google Scholar 

  • Williams TD, Bennetts LG, Squire VA, Dumont D, Bertino L (2013b) Wave–ice interactions in the marginal ice zone. Part 2: numerical implementation and sensitivity studies along 1D transects of the ocean surface. Ocean Model 71:92–101

    Article  Google Scholar 

  • Young IR, Rosenthal W, Ziemer F (1985) A three-dimensional analysis of marine radar images for the determination of ocean wave directionality and surface currents. Journal of Geophysical Research: Oceans 90(C1):1049–1059

    Article  Google Scholar 

  • Zhang, B., W. Perrie, and Y. He (2010), Validation of RADARSAT-2 fully polarimetric SAR measurements of ocean surface waves. Journal of Geophysical Research: Oceans (1978–2012) 115.C6.

  • Zhao X, Shen HH, Cheng S (2015) Modeling ocean wave propagation under sea ice covers. Acta Mech Sinica 31(1):1–15

    Article  Google Scholar 

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Acknowledgements

COC was supported by an ASEE postdoctoral fellowship and a Karles fellowship at NRL. Discussions with A. Marchenko (University Center in Svalbard), A. Babanin (University of Melbourne), and a presentation by W. Perrie (Bedford Institute of Oceanography) motivated this paper. The comments of J. Mosig and V. Squire (University of Otago) greatly improved an early version of this manuscript. We are additionally grateful to V. Squire who supplied a code for the EFS model. We also acknowledge clarifying discussions with P. Wadhams (Cambridge University) and H. Shen (Clarkson University). We thank Editor O. Breivik and the two anonymous reviewers for their diligence and patience through multiple revisions which lead to a substantially improved manuscript.

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Correspondence to Clarence Olin Collins III.

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Responsible Editor: Oyvind Breivik

This article is part of the Topical Collection on the 14th International Workshop on Wave Hindcasting and Forecasting in Key West, Florida, USA, November 8–13, 2015

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Collins, C.O., Rogers, W.E. & Lund, B. An investigation into the dispersion of ocean surface waves in sea ice. Ocean Dynamics 67, 263–280 (2017). https://doi.org/10.1007/s10236-016-1021-4

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