Skip to main content
Log in

Aircraft Observations of Sea-Surface Turbulent Fluxes Near the California Coast

  • Article
  • Published:
Boundary-Layer Meteorology Aims and scope Submit manuscript

Abstract

Aircraft turbulence data from the Autonomous Ocean Sampling Network project were analyzed and compared to the Coupled Ocean–Atmosphere Response Experiment (COARE) bulk parametrization of turbulent fluxes in an ocean area near the coast of California characterized by complex atmospheric flow. Turbulent fluxes measured at about 35 m above the sea surface using the eddy-correlation method were lower than bulk estimates under unstable and stable atmospheric stratification for all but light winds. Neutral turbulent transfer coefficients were used in this comparison because they remove the effects of mean atmospheric conditions and atmospheric stability. Spectral analysis suggested that kilometre-scale longitudinal rolls affect significantly turbulence measurements even near the sea surface, depending on sampling direction. Cross-wind sampling tended to capture all the available turbulent energy. Vertical soundings showed low boundary-layer depths and high flux divergence near the sea surface in the case of sensible heat flux but minimal flux divergence for the momentum flux. Cross-wind sampling and flux divergence were found to explain most of the observed discrepancies between the measured and bulk flux estimates. At low wind speeds the drag coefficient determined with eddy correlation and an inertial dissipation method after corrections were applied still showed high values compared to bulk estimates. This discrepancy correlated with the dominance of sea swell, which was a usually observed condition under low wind speeds. Under stable atmospheric conditions measured sensible heat fluxes, which usually have low values over the ocean, were possibly affected by measurement errors and deviated significantly from bulk estimates.

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.

Similar content being viewed by others

References

  • Alpers W, Brummer B (1994) Atmospheric boundary-layer rolls observed by the synthetic aperture radar aboard the ERS-1 satellite. J Geophys Res 99: 12613–12621

    Article  Google Scholar 

  • Andreas EL, De Cosmo J (1999) Sea spray production and influence on air–sea heat and moisture fluxes over the open ocean. In: Geernaert GL (ed) Air–sea exchange: physics, chemistry and dynamics. Kluwer, The Netherlands, pp 327–362

    Google Scholar 

  • Banta RM, Olivier LD, Levinson DH (1993) Evolution of the Monterey Bay sea-breeze layer as observed by pulsed Doppler Lidar. J Atmos Sci 50: 3959–3982

    Article  Google Scholar 

  • Brooks IM, Rogers DP (1997) Aircraft observations of boundary-layer rolls off the coast of California. J Atmos Sci 54: 1835–1848

    Article  Google Scholar 

  • Brooks IM, Södergberg S, Tjernström M (2001) The turbulence structure of the stable atmospheric boundary-layer around a coastal headland: I. Aircraft observations. In: 4th conference on Coastal atmospheric and oceanic prediction and processes. American Meteorological Society, Boston, MA, pp 37–42

  • Buzorius G, Kalogiros J, Varutbangkul T (2006) Airborne aerosol flux measurements with eddy-correlation above the ocean in a coastal environment. J Aerosol Sci 37: 1267–1286

    Article  Google Scholar 

  • Chen W, Banner ML, Walsh EJ, Jensen JB, Lee S (2001) The Southern Ocean Waves Experiment, part II: sea surface response to wind speed and wind stress variations. J Phys Oceanogr 31: 174–198

    Article  Google Scholar 

  • Chou SH, Yeh EN (1987) Airborne measurements of surface layer turbulence over the ocean during cold air outbreaks. J Atmos Sci 44: 3721–3733

    Article  Google Scholar 

  • DeCosmo J, Katsaros KB, Smith SD, Anderson RJ, Oost WA, Bumke K, Chadwick H (1996) Air–sea exchange of water vapor and sensible heat: the Humidity Exchange over the Sea (HEXOS) results. J Geophys Res 101: 12001–12016

    Article  Google Scholar 

  • Donelan MA, Dobson FW, Smith SD, Anderson RJ (1993) On the dependence of sea surface roughness on wave development. J Phys Oceanogr 23: 2143–2149

    Article  Google Scholar 

  • Donelan MA, Drennan WM, Katsaros KB (1997) The air–sea momentum flux in conditions of wind sea and swell. J Phys Oceanogr 27: 2087–2099

    Article  Google Scholar 

  • Drennan WM, Graber HC, Hauser D, Quentin C (2003) On the wave age dependence of wind stress over pure wind seas. J Geophys Res 108: 8062–8074

    Article  Google Scholar 

  • Edson JB, Fairall CW (1998) Similarity relationships in the marine atmospheric surface layer for terms in the TKE and scalar variance budgets. J Atmos Sci 55: 2311–2328

    Article  Google Scholar 

  • Enriquez AG, Friehe CA (1995) Effects of wind stress and wind stress curl variability on coastal upwelling. J Phys Oceanogr 25: 1651–1671

    Article  Google Scholar 

  • Enriquez AG, Friehe CA (1997) Bulk parameterization of momentum, heat, and moisture fluxes over a coastal upwelling area. J Geophys Res 102(3): 5781–5798

    Article  Google Scholar 

  • Fairall CW, Bradley EF, Hare JE, Grachev AA, Edson JB (2003) Bulk parameterization of air–sea fluxes: updates and verification for COARE algorithm. J Clim 16: 571–591

    Article  Google Scholar 

  • Finkelstein PL, Sims PF (2001) Sampling error in eddy correlation flux measurements. J Geophys Res 106: 3503–3509

    Article  Google Scholar 

  • Garratt JR (1992) The atmospheric boundary layer. Cambridge University Press, U.K., p 316

    Google Scholar 

  • Geernaert GL, Katsaros KB, Richter K (1986) Variation of the drag coefficient and its dependence on sea state. J Geophys Res 91: 7667–7679

    Article  Google Scholar 

  • Hare JE, Hara T, Edson JB, Wilczak JM (1997) A similarity analysis of the structure of air flow over surface waves. J Phys Oceanogr 27: 1018–1037

    Article  Google Scholar 

  • Hein PF, Brown RA (1988) Observations of longitudinal roll vortices during artic cold air outbreaks over open water. Boundary-Layer Meteorol 45: 177–199

    Article  Google Scholar 

  • Kaimal JC, Finnigan JJ (1994) Atmospheric boundary-layer flows, their structure and measurement. Oxford University Press, New York, p 289

    Google Scholar 

  • Kaimal JC, Wyngaard JC, Izumi Y, Cote OR (1972) Spectral characteristics of surface-layer turbulence. Q J R Meteorol Soc 98: 563–589

    Article  Google Scholar 

  • Kaimal JC, Wyngaard JC, Haugen DA, Cote OR, Izumi Y, Caughey SJ, Readings CJ (1976) Turbulence structure in the convective boundary-layer. J Atmos Sci 33: 2152–2169

    Article  Google Scholar 

  • Kalogiros J, Wang Q (2001) The California low-level coastal jet and nearshore stratocumulus. In: 4th conference on Coastal atmospheric and oceanic prediction and processes. American Meterological Society, Boston, MA, pp 1–4

  • Kalogiros J, Wang Q (2002a) Calibration of a radome-differential GPS system on a Twin Otter research aircraft for turbulence measurements. J Atmos Oceanic Technol 19: 159–171

    Article  Google Scholar 

  • Kalogiros J, Wang Q (2002b) Aerodynamic effects on wind turbulence measurements with research aircraft. J Atmos Oceanic Technol 19: 1567–1576

    Article  Google Scholar 

  • Kalogiros J, Wang Q (2002c) Observations of stratocumulus entrainment in the coastal zone. In: 15th symposium on Boundary-layers and turbulence. American Meteorological Society, Boston, MA, pp 205–208

  • Kraus EB, Businger JA (1994) Atmosphere–ocean interaction. Oxford University Press, New York, p 362

    Google Scholar 

  • Kudryatsev VN, Makin VK (2004) Impact of swell on the marine atmospheric boundary-layer. J Phys Oceanogr 34: 934–949

    Article  Google Scholar 

  • Lambert D, Durand P (1999) The marine atmospheric boundary-layer during SEMAPHORE. I: mean vertical structure and non-axisymmetry of turbulence. Q J R Meteorol Soc 125: 495–512

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Larsé n XG, Smedman A, Högström U (2004) Air–sea exchange of sensible heat over the Baltic Sea. Q J R Meteorol Soc 130: 519–539

    Article  Google Scholar 

  • LeMone MA (1973) The structure and dynamics of horizontal roll vortices in the planetary boundary-layer. J Atmos Sci 30: 1077–1091

    Article  Google Scholar 

  • LeMone MA (1976) Modulation of turbulence energy by longitudinal rolls in the unstable planetary boundary-layer. J Atmos Sci 33: 1308–1320

    Article  Google Scholar 

  • Lenschow DH (1970) Airplane measurements of planetary boundary-layer Structure. J Appl Meteorol 9: 874–884

    Article  Google Scholar 

  • Mahrt L, Vickers D, Howell J, Hojstrup J, Wilczak JM, Edson J, Hare J (1996) Sea surface drag coefficients in the Riso Air Sea Experiment. J Geophys Res 101(6): 14327–14335

    Article  Google Scholar 

  • Nicholls S (1985) Aircraft observations of the Ekman layer during Joint Air–Sea Interaction Experiment. Q J R Meteorol Soc 111: 391–426

    Article  Google Scholar 

  • Nicholls S, Readings CJ (1981) Spectral characteristics of the surface layer turbulence over the sea. Q J R Meteorol Soc 107: 591–614

    Article  Google Scholar 

  • Oost WA, Jacobs CMJ, Van Oort C (2000) Stability effects of heat and moisture fluxes at sea. Boundary-Layer Meteorol 95: 271–302

    Article  Google Scholar 

  • Oost WA, Komen GJ, Jacobs CMJ, Van Oort C (2002) New evidence for a relation between wind stress and wave age from measurements during ASGAMAGE. Boundary-Layer Meteorol 103: 409–438

    Article  Google Scholar 

  • Rannik U, Vesala T (1999) Autoregressive filtering versus linear detrending in estimation of fluxes by the eddy correlation method. Boundary-Layer Meteorol 91: 259–280

    Article  Google Scholar 

  • Rogers DP, Dorman CE, Edwards KA, Brooks IM, Melville WK, Burk SD, Thompson WT, Holt T, Ström LM, Tjernström M, Grisogono B, Bane JM, Nuss WA, Morley BC, Schanot AJ (1998) Highlights of coastal waves 1996. Bull Am Meteorol Soc 79: 1307–1326

    Article  Google Scholar 

  • Rutgersson A, Smedman A, Högström U (2001) The use of conventional stability parameters during swell. J Geophys Res 106: 27117–27134

    Article  Google Scholar 

  • Smedman A, Larsén XG, Högström U, Kahma K, Pettersson H (2003) Effect of sea state on the momentum exchange over the sea during neutral conditions. J Geophys Res 108(C11): 3367. doi:10.1029/2002JC001526

    Article  Google Scholar 

  • Sullivan PP, Edson JB, Hristov T, McWilliams JC (2008) Large-eddy simulations and observations of atmospheric marine boundary-layers above nonequilibrium surface waves. J Atmos Sci 65: 1225–1245

    Article  Google Scholar 

  • Taylor PK, Yelland MJ (2001) The dependence of sea surface roughness on the height and steepness of the waves. J Phys Oceanogr 31: 572–590

    Article  Google Scholar 

  • Wang Q, Kalogiros J, Ramp SR, Paduan J, Buzorius G, Jonsson H (2010) Wind stress curl and coastal upwelling in the area of Monterey Bay observed during AOSN-II. To appear in the J Phys Oceanogr doi:10.1175/2010JPO4305.1

  • Weckwerth TM, Horst TW, Wilson JW (1999) An observational study of the evolution of horizontal convective rolls. Mon Weather Rev 127: 2160–2179

    Article  Google Scholar 

  • Winant CD, Dorman CE, Friehe CA, Beardsley RC (1988) The marine layer off the northern California: an example of supercritical flow. J Atmos Sci 45: 3588–3605

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to John Kalogiros.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kalogiros, J., Wang, Q. Aircraft Observations of Sea-Surface Turbulent Fluxes Near the California Coast. Boundary-Layer Meteorol 139, 283–306 (2011). https://doi.org/10.1007/s10546-010-9585-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10546-010-9585-x

Keywords

Navigation