Skip to main content
Log in

Surface current dynamics under sea breeze conditions observed by simultaneous HF radar, ADCP and drifter measurements

  • Published:
Ocean Dynamics Aims and scope Submit manuscript

Abstract

Ocean surface boundary layer dynamics off the southern coast of France in the NW Mediterranean is investigated by using velocity observations by high-frequency (HF) radars, surface drifting buoys and a downward-looking drifting acoustic Doppler current profiler (ADCP). The analysis confirms that velocities measured by HF radars correspond to those observed by an ADCP at the effective depth z f = k −1, where k is wavenumber of the radio wave emitted by the radar. The radials provided by the radars were in a very good agreement with in situ measurements, with the relative errors of 1 and 9 % and root mean square (RMS) differences of 0.02 and 0.04 m/s for monostatic and bistatic radar, respectively. The total radar-based velocities appeared to be slightly underestimated in magnitude and somewhat biased in direction. At the end of the survey period, the difference in the surface current direction, based on HF radar and ADCP data, attained 10°. It was demonstrated that the surface boundary layer dynamics cannot be reconstructed successfully without taking into the account velocity variation with depth. A significant misalignment of ∼30° caused by the sea breeze was documented between the HF radar (HFR-derived) surface current and the background current. It was also found that the ocean response to a moderate wind forcing was confined to the 4-m-thick upper layer. The respective Ekman current attained the maximum value of 0.15 m/s, and the current rotation was found to be lagging the wind by approximately 40 min, with the current vector direction being 15–20° to the left of the wind. The range of velocity variability due to wind forcing was found comparable with the magnitude of the background current variability.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Abascal AJ, Castanedo S, Fernández V, Medina R (2012) Backtracking drifting objects using surface currents from high-frequency (HF) radar technology. Ocean Dyn 62(7):1073–1089

    Article  Google Scholar 

  • Ardhuin F, Marié L, Rascle N, Forget P, Roland A (2009) Observation and estimation of Lagrangian, Stokes, and Eulerian currents induced by wind and waves at the sea surface. J Physical Oceanography 39(11):2820–2838

  • Barrick D, Fernandez V, Ferrer MI, Whelan C, Breivik Ø (2012) A short-term predictive system for surface currents from a rapidly deployed coastal HF radar network. Ocean Dyn 62(5):725–740

    Article  Google Scholar 

  • Bellomo L, Griffa A, Cosoli S, Falco P, Gerin R, Iermano I et al (2015) Toward an integrated HF radar network in the Mediterranean Sea to improve search and rescue and oil spill response: the TOSCA project experience. Journal of Operational Oceanography 8(2):95–107

    Article  Google Scholar 

  • Berta M, Bellomo L, Magaldi MG, Griffa A, Molcard A, Marmain J et al (2014) Estimating Lagrangian transport blending drifters with HF radar data and models: results from the TOSCA experiment in the Ligurian Current (North Western Mediterranean Sea). Prog Oceanogr 128:15–29

    Article  Google Scholar 

  • Chapman RD, Graber HC (1997) Validation of HF radar measurements. OCEANOGRAPHY-WASHINGTON DC-OCEANOGRAPHY SOCIETY 10:76–79

    Google Scholar 

  • Emery BM, Washburn L, Harlan JA (2004) Evaluating radial current measurements from CODAR high-frequency radars with moored current meters. J Atmos Ocean Technol 21(8):1259–1271

    Article  Google Scholar 

  • Forget P (2015) Noise properties of HF radar measurement of ocean surface currents. Radio Sci 50(8):764–777

    Article  Google Scholar 

  • Frolov S, Paduan J, Cook M, Bellingham J (2012) Improved statistical prediction of surface currents based on historic HF-radar observations. Ocean Dyn 62:1111–1122

    Article  Google Scholar 

  • Guihou K, Marmain J, Ourmières Y, Molcard A, Zakardjian B, Forget P (2013) New insight of the meso to sub-mesoscale dynamics in the North-Western Mediterranean Sea: a combined data-model approach. Ocean Dyn. doi:10.1007/s10236-013-0619-z

    Google Scholar 

  • Gurgel KW, Antonischki G, Essen HH, Schlick T (1999) Wellen Radar (WERA): a new ground-wave HF radar for ocean remote sensing. Coast Eng 37:219–234

    Article  Google Scholar 

  • Harlan J, Terrill E, Hazard L, Keen C, Barrick D, Whelan C, Howden S, Kohut J (2010) The integrated ocean observing system high-frequency radar network: status and local, regional, and national applications. Mar Technol Soc J 44(6):122–132

    Article  Google Scholar 

  • Heron ML (2009) The Australian coastal ocean radar network facility. Proc. IEEE Can. Conf. Electr. Comput. Eng., St. John’s, Canada. New York, IEEE, pp. 23–26

  • Kim SY, Terrill EJ, Cornuelle BD (2009) Assessing coastal plumes in a region of multiple discharges: the U.S.–Mexico border. Environ Sci Technol 43:7450–7457

    Article  Google Scholar 

  • Kim SY, Cornuelle BD, Terrill EJ (2010) Decomposing observations of high-frequency radar-derived surface currents by their forcing mechanisms: locally wind-driven surface currents. J Geophys Res 115:C12046. doi:10.1029/2010JC006223

    Article  Google Scholar 

  • Kohut JT, Glenn SM, Paduan JD (2006) Inner shelf response to tropical storm Floyd. J Geophys Res 111(C9)

  • Kosro PM (2005) On the spatial structure of coastal circulation off Newport, Oregon, during spring and summer 2001 in a region of varying shelf width. J Geophys Res 110:C10S06

    Article  Google Scholar 

  • Lee PHY, Barter JD, Caponi E, Caponi M, Hindman CL, Lake BM, Rungaldier H (1996) Wind-speed dependence of small-grazing-angle microwave backscatter from sea surfaces. EEE Transactions on Antennas and Propagation 44(3):333–340

    Article  Google Scholar 

  • Marmain J, Molcard A, Forget P, Barth A (2014) Assimilation of HF radar surface currents to optimize forcing in the North Western Mediterranean Sea. Nonlin Processes Geophys 21:659–675

    Article  Google Scholar 

  • McWilliams JC, Fox-Kemper B (2013) Oceanic wave-balanced surface fronts and filaments. J Fluid Mech 730:464–490. doi:10.1017/jfm.2013.348

    Article  Google Scholar 

  • Millot C (1999) Circulation in the western Mediterranean Sea. J Marine Systems 20:423–442

  • Ohlmann JC, White PF, Sybrandy AL, Niiler PP (2005) GPS-cellular drifter technology for coastal ocean observing systems. J. of Atmospheric and Oceanic Technology 22(9):1381–1388

    Article  Google Scholar 

  • Ohlmann C, White P, Washburn L, Emery B, Terrill E, Otero M (2007) Interpretation of coastal HF radar-derived surface currents with high-resolution drifter data. J of Atmospheric and Oceanic Technology 24(4):666–680

    Article  Google Scholar 

  • Paduan JD, Cook MS (1997) Mapping surface currents in Monterey Bay with CODAR-type HF radar. Oceanography 10:49–52

    Google Scholar 

  • Paduan JD, Shulman I (2004) HF radar data assimilation in the Monterey Bay area. J Geophys Res 109:C07S09. doi:10.1029/2003JC001949

    Article  Google Scholar 

  • Paduan JD, Washburn L (2013) High-frequency radar observations of ocean surface currents. Annu Rev Mar Sci 5:115–136

    Article  Google Scholar 

  • Price JF, Weller RA, Pinkel R (1986) Diurnal cycling: observations and models of the upper ocean response to diurnal heating, cooling, and wind mixing. J Geophys Res 91(C7):8411

  • Röhrs J, Sperrevik AK, Christensen KH, Broström G, Breivik Ø (2015) Comparison of HF radar measurements with Eulerian and Lagrangian surface currents. Ocean Dyn 65(5):679–690

    Article  Google Scholar 

  • Rypina II, Kirincich AR, Limeburner R, Udovydchenkov IA (2014) Eulerian and Lagrangian correspondence of high-frequency radar and surface drifter data: effects of radar resolution and flow components. J of Atm and Oceanic Technology 31(4):945–966

    Article  Google Scholar 

  • Schmidt RO (1986) Multiple emitter location and signal parameter estimation. IEEE Trans Antennas Propag AP-34:276–280

    Article  Google Scholar 

  • Stewart RH, Joy JW (1974) HF radio measurements of surface currents. Deep Sea Res 21:1039–1049

    Google Scholar 

  • Suzuki, N., Fox-Kemper, B. (2016) Understanding Stokes forces in the wave-averaged equations. J Geophys Res: Oceans. In press

  • Teague CC, Vesecky JF, Hallock ZR (2001) A comparison of multifrequency HF radar and ADCP measurements of near-surface currents during COPE-3. IEEE J Ocean Eng 26(3):399–405

    Article  Google Scholar 

  • Thomson, R. E., Emery, W. J. (2014) Data analysis methods in physical oceanography. Newnes

  • Ullman, D. S., O’Donnell, J., Kohut, J., Fake, T., Allen, A. (2006) Trajectory prediction using HF radar surface currents: Monte Carlo simulations of prediction uncertainties. J Geophys Res 111(C12)

  • Wilkin JL, Arango HG, Haidvogel DB, Lichtenwalner CS, Glenn SM, Hedström KS (2005) A regional ocean modeling system for the long-term ecosystem observatory. J Geophys Res. doi:10.1029/2003JC002218

    Google Scholar 

  • Yaremchuk M, Coelho E (2015) Filtering drifter trajectories sampled at mesoscale resolution. J Oceanic Engineering 40(3):497–505

    Article  Google Scholar 

  • Yaremchuk M, Sentchev A (2009) Mapping radar-derived sea surface currents with a variational method. Cont Shelf Res 29(14):1711–1722

    Article  Google Scholar 

  • Yaremchuk, M., Spence, P., Wei, M., Jacobs, G. (2013). Lagrangian predictability in the DWH region from HF radar observations and model output. Deep Sea Res II: Top Stud Oceanogr

  • Yaremchuk M, Spence P, Wei M, Jacobs G (2016) Lagrangian predictability in the DWH region from HF radar observations and model output. Deep-Sea Research II 129:394–400

    Article  Google Scholar 

  • Yoshikawa Y, Masuda A (2009) Seasonal variations in the speed factor and deflection angle of the wind-driven surface flow in the Tsushima Strait. J Geophys Res 114:C12022

    Article  Google Scholar 

  • Zelenke, B., Moline, M. A., Crawford, G. B., Garfield, N., Jones, B. H., Largier, J. L., ... & Washburn, L. (2009). Evaluating connectivity between marine protected areas using CODAR high-frequency radar. In Oceans. IEEE, pp. 1–10

  • Zhao J, Chen X, Hu W, Chen J, Guo M (2011) Dynamics of surface currents over Qingdao coastal waters in August 2008. J Geophys Res 116:C10020

    Article  Google Scholar 

Download references

Acknowledgements

The authors would like to acknowledge the support by the project LEFE “SUBCORAD” of the Institut Nationale des Sciences de l’Univers (INSU). The radar data were collected and processed at the Mediterranean Institute of Oceanography (MIO). We also acknowledge colleagues of MIO involved in the project: A. Molcard, J. Marmain, C. Quentin, Y. Barbin, L. Belomo and D. Malengros. The skill and experience of the skipper Eric Lecuyer and his help during the fieldwork are appreciated and acknowledged.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alexei Sentchev.

Additional information

Responsible Editor: Alexander Barth

This article is part of the Topical Collection on the 48th International Liège Colloquium on Ocean Dynamics, Liège, Belgium, 23–27 May 2016

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sentchev, A., Forget, P. & Fraunié, P. Surface current dynamics under sea breeze conditions observed by simultaneous HF radar, ADCP and drifter measurements. Ocean Dynamics 67, 499–512 (2017). https://doi.org/10.1007/s10236-017-1035-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10236-017-1035-6

Keywords

Navigation