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Journal of Southern Hemisphere Earth Systems Science Journal of Southern Hemisphere Earth Systems Science SocietyJournal of Southern Hemisphere Earth Systems Science Society
A journal for meteorology, climate, oceanography, hydrology and space weather focused on the southern hemisphere
RESEARCH ARTICLE (Open Access)

The effect of water currents on wind drag – a case study of tidal currents and sea breeze in a semi-enclosed embayment

S. M. Thurgate https://orcid.org/0000-0001-9683-4648 A *
+ Author Affiliations
- Author Affiliations

A Murdoch University, South Street, Murdoch, WA, Australia.

* Correspondence to: wathurgates@outlook.com

Handling Editor: Brad Murphy

Journal of Southern Hemisphere Earth Systems Science 73(1) 1-16 https://doi.org/10.1071/ES22012
Submitted: 13 April 2022  Accepted: 2 December 2022   Published: 6 January 2023

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of BoM. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

The details of how energy and momentum are exchanged at the interface between ocean surface and the atmosphere is complex and the subject of new and more complete models. The need to improve models of how wind interacts with oceans is driven in part by the growth of offshore wind farms, and the need to predict their likely performance. The geographic features of Shark Bay allow several of the factors affecting the influence of currents on wind speed to be separated and analysed. Shark Bay is the largest semi-enclosed embayment on the Australian coast. It is tidal and aligned north–south in the direction of the sea breeze. The prevailing southerly wind, and the absence of openings to the ocean in the south of the bay, limits the fetch of waves, providing waves of predictable age in the bay with an absence of longer wavelength swell. The sea breeze in this region is characterised among the strongest and most reliable anywhere in the world. Although the tide heights are not large, the geography of the bay ensures strong tidal currents. Hence Shark Bay provides an excellent opportunity to study the effects of currents on winds. This study demonstrates that the effects of the tidal current are apparent in the wind speed record. It shows that simply subtracting a 29-day running average of the particular time of day from the wind speed reveals the effect of an incoming or outgoing tide. Time-series analysis of this outcome shows the periodicity and modulation of the tides. The analysis is further improved through using the Weather Research and Forecasting (WRF) code and subtracting its predictions from the raw data. Time-series analysis of the outcome demonstrates that the resultant difference has two diurnal and two semi-diurnal components with the correct periods and amplitudes of the known tidal variations in that region of Shark Bay. Hence the neglect of the interaction between water currents and wind stress is demonstrated to produce a systematic deviation in the predictions of the WRF from the measured wind values for Shark Bay.

Keywords: coastal, currents, forecasts, tidal, waves, weather, wind, WRF.


References

Backhaus JO (1985) A three-dimensional model for the simulation of shelf sea dynamics. Deutsche Hydrographische Zeitschrift 38, 165–187.
A three-dimensional model for the simulation of shelf sea dynamics.Crossref | GoogleScholarGoogle Scholar |

Bureau of Meteorology (1997) Guidelines for the siting and exposure of metrological instruments and observing facilities – observation specification number 2013.1. Available at http://www.bom.gov.au/climate/cdo/about/observation_specification_2013.pdf

Bureau of Meteorology (2019a) Tide Predictions for Australia, South Pacific and Antarctica: Denham, WA. Available at http://www.bom.gov.au/australia/tides/#!/wa-denham

Bureau of Meteorology (2019b) Tide Predictions for Australia, South Pacific and Antarctica: Useless Loop, WA. Available at http://www.bom.gov.au/australia/tides/#!/wa-useless-loop

Burling MC, Pattiaratchi CB, Ivey GN (2003) The tidal regime of Shark Bay, Western Australia. Estuarine, Coastal and Shelf Science 57, 725–735.
The tidal regime of Shark Bay, Western Australia.Crossref | GoogleScholarGoogle Scholar |

Cavaleri L, Alves J-HGM, Ardhuin F, Babanin A, Banner M, Belibassakis K, Benoit M, Donelan M, Groeneweg J, Herbers THC, Hwang P, Janssen PAEM, Janssen T, Lavrenov IV, Magne R, Monbaliu J, Onorato M, Polnikov V, Resio D, Rogers WE, Sheremet A, McKee Smith J, Tolman HL, van Vledder G, Wolf J, Young I (2007) Wave modelling – the state of the art. Progress in Oceanography 75, 603–674.
Wave modelling – the state of the art.Crossref | GoogleScholarGoogle Scholar |

Charnock H (1955) Wind stress on a water surface. Quarterly Journal of the Royal Meteorological Society 81, 639–640.
Wind stress on a water surface.Crossref | GoogleScholarGoogle Scholar |

Chen F, Janjić Z, Mitchell K (1997) Impact of atmospheric surface-layer parameterizations in the new land-surface scheme of the NCEP Mesoscale Eta model. Boundary-Layer Meteorology 85, 391–421.
Impact of atmospheric surface-layer parameterizations in the new land-surface scheme of the NCEP Mesoscale Eta model.Crossref | GoogleScholarGoogle Scholar |

Deskos G, Lee JCY, Draxl C, Sprague MA (2021) Review of wind–wave coupling models for large-eddy simulation of the marine atmospheric boundary layer. Journal of the Atmospheric Sciences 78, 3025–3045.
Review of wind–wave coupling models for large-eddy simulation of the marine atmospheric boundary layer.Crossref | GoogleScholarGoogle Scholar |

Fischereit J, Schlünzen KH, Gierisch AMU, Grawe D, Petrik R (2016) Modelling tidal influence on sea breezes with models of different complexity. Meteorologische Zeitschrift, 25, 343–355.
Modelling tidal influence on sea breezes with models of different complexity.Crossref | GoogleScholarGoogle Scholar |

Hedges TS (1987) Combinations of waves and currents: an introduction. Proceedings of the Institution of Civil Engineers, Part 1 82, 567–585.
Combinations of waves and currents: an introduction.Crossref | GoogleScholarGoogle Scholar |

Hetzel Y, Pattiaratchi C, Lowe R (2013) Intermittent dense water outflows under variable tidal forcing in Shark Bay, Western Australia. Continental Shelf Research 66, 36–48.
Intermittent dense water outflows under variable tidal forcing in Shark Bay, Western Australia.Crossref | GoogleScholarGoogle Scholar |

Iacono MJ, Delamere JS, Mlawer EJ, Shephard MW, Clough SA, Collins WD (2008) Radiative forcing by long-lived greenhouse gases: calculations with the AER radiative transfer models. Journal of Geophysical Research: Atmospheres 113, D13103
Radiative forcing by long-lived greenhouse gases: calculations with the AER radiative transfer models.Crossref | GoogleScholarGoogle Scholar |

Janjić ZI (1994) The step-mountain eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes. Monthly Weather Review 122, 927–945.
The step-mountain eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes.Crossref | GoogleScholarGoogle Scholar |

Jiménez PA, Dudhia J (2018) On the need to modify the sea surface roughness formulation over shallow waters. Journal of Applied Meteorology and Climatology 57, 1101–1110.
On the need to modify the sea surface roughness formulation over shallow waters.Crossref | GoogleScholarGoogle Scholar |

Kala J, Andrys J, Lyons TJ, Foster IJ, Evans BJ (2015) Sensitivity of WRF to driving data and physics options on a seasonal time-scale for the southwest of Western Australia. Climate Dynamics 44, 633–659.
Sensitivity of WRF to driving data and physics options on a seasonal time-scale for the southwest of Western Australia.Crossref | GoogleScholarGoogle Scholar |

Kessler RC, Eppel D, Pielke RA, McQueen JM (1985) A numerical study of the effects of a large sandbar upon sea breeze development. Archives for Meteorology, Geophysics, and Bioclimatology, Series A 34, 3–26.
A numerical study of the effects of a large sandbar upon sea breeze development.Crossref | GoogleScholarGoogle Scholar |

Kim S-Y, Hong S-Y, Kwon YC, Lee YH, Kim D-E (2019) Effects of modified surface roughness length over shallow waters in a regional model simulation. Atmosphere 10, 818
Effects of modified surface roughness length over shallow waters in a regional model simulation.Crossref | GoogleScholarGoogle Scholar |

Lapworth A (2011) Wind against tide. Weather 66, 100–102.
Wind against tide.Crossref | GoogleScholarGoogle Scholar |

Lee Y-H (2021) Observational analysis of tidal effect on sea breeze. Boundary-Layer Meteorology 180, 273–288.
Observational analysis of tidal effect on sea breeze.Crossref | GoogleScholarGoogle Scholar |

Liu J, Meucci A, Liu Q, Babanin AV, Ierodiaconou D, Young IR (2022) The wave climate of Bass Strait and South-East Australia. Ocean Modelling 172, 101980
The wave climate of Bass Strait and South-East Australia.Crossref | GoogleScholarGoogle Scholar |

Masselink G, Pattiaratchi CB (2001) Characteristics of the sea breeze system in Perth, Western Australia, and its effect on the nearshore wave climate. Journal of Coastal Research 17, 173–187.

Miles JW (1957) On the generation of surface waves by shear flows. Journal of Fluid Mechanics 3, 185–204.
On the generation of surface waves by shear flows.Crossref | GoogleScholarGoogle Scholar |

Miller STK, Keim BD, Talbot RW, Mao H (2003) Sea breeze: structure, forecasting, and impacts. Reviews of Geophysics 41, 1011
Sea breeze: structure, forecasting, and impacts.Crossref | GoogleScholarGoogle Scholar |

Misaki T, Ohsawa T, Konagaya M, Shimada S, Takeyama Y, Nakamura S (2019) Accuracy comparison of coastal wind speeds between WRF simulations using different input datasets in Japan. Energies 12, 2754
Accuracy comparison of coastal wind speeds between WRF simulations using different input datasets in Japan.Crossref | GoogleScholarGoogle Scholar |

Nahas EL, Pattiaratchi CB, Ivey GN (2005) Processes controlling the position of frontal systems in Shark Bay, Western Australia. Estuarine, Coastal and Shelf Science 65, 463–474.
Processes controlling the position of frontal systems in Shark Bay, Western Australia.Crossref | GoogleScholarGoogle Scholar |

Pearce A, Hart A, Murphy D, Rice H (2015) Seasonal wind patterns around the Western Australian coastline and their application in fisheries analysis. Fisheries Research Report 266, Department of Fisheries, Western Australia.

Phillips OM (1957) On the generation of waves by turbulent wind. Journal of Fluid Mechanics 2, 417–445.
On the generation of waves by turbulent wind.Crossref | GoogleScholarGoogle Scholar |

Phillips OM (1977) ‘The dynamics of the upper ocean’, 2nd edn. (Cambridge University Press)

Pierson WJ Jr, Moskowitz L (1964) A proposed spectral form for fully developed wind seas based on the similarity theory of S. A. Kitaigorodskii. Journal of Geophysical Research 69, 5181–5190.
A proposed spectral form for fully developed wind seas based on the similarity theory of S. A. Kitaigorodskii.Crossref | GoogleScholarGoogle Scholar |

Pizzo N, Deike L, Ayet A (2021) How does the wind generate waves? Physics Today 74, 38–43.
How does the wind generate waves?Crossref | GoogleScholarGoogle Scholar |

Schilder G (Ed.) (1984) The discovery of Australias West Coast. In ‘Voyage to the Great South Land, William de Vlamingh’. pp. 68–70. (Royal Australian Historical Society: Sydney, NSW, Australia)

Simons B (2013) ‘Coastal Tides Institut océanographique’. (Transl. D Manley) (Fondation Albert, Prince de Monaco)

Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Wang W, Powers JG (2005) A description of the Advanced Research WRF version 2. NCAR Technical Note NCAR/TN-4681STR, National Center for Atmospheric Research, Mesoscale and Microscale Meteorology Division

Taylor PK, Yelland MJ (2001) The dependence of sea surface roughness on the height and steepness of the waves. Journal of Physical Oceanography 31, 572–590.
The dependence of sea surface roughness on the height and steepness of the waves.Crossref | GoogleScholarGoogle Scholar |

Thompson G, Field PR, Rasmussen RM, Hall WD (2008) Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: implementation of a new snow parameterization. Monthly Weather Review 136, 5095–5115.
Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: implementation of a new snow parameterization.Crossref | GoogleScholarGoogle Scholar |

Tiedtke M (1989) A comprehensive mass flux scheme for cumulus parameterization in large-scale models. Monthly Weather Review 117, 1779–1800.
A comprehensive mass flux scheme for cumulus parameterization in large-scale models.Crossref | GoogleScholarGoogle Scholar |

World Topographic Map (2022) Shire of Shark Bay, Topographic map. Available at https://en-us.topographic-map.com/maps/vzzp/Shire-Of-Shark-Bay/

Unna PJH (1942) Waves and tidal streams. Nature 149, 219–220.
Waves and tidal streams.Crossref | GoogleScholarGoogle Scholar |

Vekstein GE (1998) Landau resonance mechanism for plasma and wind-generated water waves. American Journal of Physics 66, 886–892.
Landau resonance mechanism for plasma and wind-generated water waves.Crossref | GoogleScholarGoogle Scholar |

Villas Bôas AB, Ardhuin F, Ayet A, Bourassa MA, Brandt P, Chapron B, Cornuelle BD, Farrar JT, Fewings MR, Fox-Kemper B, Gille ST, Gommenginger C, Heimbach P, Hell MC, Li Q, Mazloff MR, Merrifield ST, Mouche A, Rio MH, Rodriguez E, Shutler JD, Subramanian AC, Terrill EJ, Tsamados M, Ubelmann C, van Sebille E (2019) Integrated Observations of global surface winds, currents, and waves: requirements and challenges for the next decade. Frontiers in Marine Science 6, 425
Integrated Observations of global surface winds, currents, and waves: requirements and challenges for the next decade.Crossref | GoogleScholarGoogle Scholar |

Wilks DS (2019) ‘Statistical Methods in the Atmospheric Sciences’, 4th edn. (Elsevier: New York, NY, USA)

WRF (2022) WRF Model Users' Page: NCAR Convection-Permitting Physics Suite for WRF. Available at https://www2.mmm.ucar.edu/wrf/users/physics/ncar_convection_suite.php

Zhang C, Wang Y, Hamilton K (2011) Improved representation of boundary layer clouds over the southeast Pacific in ARW-WRF using a modified Tiedtke cumulus parameterization scheme. Monthly Weather Review 139, 3489–3513.
Improved representation of boundary layer clouds over the southeast Pacific in ARW-WRF using a modified Tiedtke cumulus parameterization scheme.Crossref | GoogleScholarGoogle Scholar |