Abstract
In this study, turbulent heat flux data from two sites within the Baltic Sea are compared with estimates from two models. The main focus is on the latent heat flux. The measuring sites are located on small islands close to the islands of Bornholm and Gotland. Both sites have a wide wind direction sector with undisturbed over-water fetch. Mean parameters and direct fluxes were measured on masts during May to December 1998.
The two models used in this study are the regional-scale atmospheric model HIRLAM and the ocean model PROBE-Baltic. It is shown that both models overestimate the sensible and latent heat fluxes. The overestimation can, to a large extent, be explained by errors in the air-water temperature and humidity differences. From comparing observed and modelled data, the estimated 8-month mean errors in temperature and humidity are up to 1 °C and 1 g kg-1, respectively. The mean errors in the sensible and latent heat fluxes for the same period are approximately 15 and 30 W m-2, respectively.
Bulk transfer coefficients used for calculating heat and humidity fluxes at the surface were shown to agree rather well with the measurements, at least for the unstable data. For stable stratification, the scatter in data is generally large, and it appears that the bulk formulation chosen overestimates turbulent heat fluxes.
Similar content being viewed by others
References
Anctil, P. and Donelan, M. A.: 1996, 'Air-Water Momentum Flux Observations over Shoaling Waves', J. Phys. Oceanogr. 26, 1344-1353.
Arya, S. P.: 1988, Introduction to Micrometeorology, Academic Press, New York, 303 pp.
BALTEX: 1995, 'Baltic Sea Experiment BALTEX. Initial Implementation Plan', International BALTEX Secretariat 2, GKSS Research Center, Geesthacht, Germany, 84 pp.
Batchvarova, E. and Gryning, S. E.: 1991, 'Applied Model for the Growth of the Daytime Mixed Layer', Boundary-Layer Meteorol. 56, 261-274.
Beljaars, A. C. M.: 1994, 'The Parameterization of Surface Fluxes in Large ScaleModels under Free Convection', Quart. J. Roy. Meteorol. Soc. 121, 255-270.
Beljaars, A. C. M.: 1995, 'The Impact of Some Aspects of the Boundary Layer Scheme in the ECMWF Model', in Parameterization of Sub-Grid Scale Physical Processes, pp. 125-161, ECMWF, Shinfleld Park, Reading RG2 9AX, U.K., 423 pp.
Bergström, H. and Högström, U.: 1987, 'Calibration of a Three-Axial Fiber-Film System for Meteorological Turbulence Measurements', Dantec Information 5, 16-20.
Bumke, K.,Karger, U.,Rasse, L., and Niekamp, K.: 1998, 'Evaporation over the Baltic Sea as an Example of a Semi-Enclosed Sea', Contr. Atmos. Phys. 71, 249-261.
DeCosmo, J.,Katsaros, K. B.,Smith, S. D.,Anderson, R. J.,Gost, W. A.,Bunike, K., and Chadwick, H.: 1996, 'Air-Sea Exchange of Water Vapor and Sensible Heat: The HEXOS Results', J. Geophys. Res. 101, 12001-12016.
Donelan, M. A.: 1990, 'Air-Sea Interaction', in B. LeMehaute andD. Hanes (eds.), The Sea: Ocean Engineering Science, Vol. 9, John Wiley, New York, pp. 239-292.
Donelan, M. A.,Drennan, W. M., and Katsaros, K. B.: 1997, 'The Air-Sea Momentum Flux in Conditions of Mixed Wind Sea and Swell', J. Phys. Oceanog. 27, 2087-2099.
Drennan, M. W.,Kahma, K. K., and Donelan, M. A.: 1999, 'On Momentum and Velocity Spectra over Waves', Boundary-Layer Meteorol. 92, 489-515.
Dyer, A. J.,Garratt, R. J.,Francey, R. J.,McIlroy, I. C.,Bacon, N. E.,Hyson, P.,Bradley, E. F.,Denmead, O. T.,Tsvang, L. R.,Volkov, Y. A.,Koprov, B. M.,Elagina, L. G.,Sanashi, K.,Monji, N.,Hanafusa, T.,Tsukamoto, O.,Frensen, P.,Hicks, B. B.,Wesley, M.,Miyake, M., and Shaw, W.: 1982, 'An International Turbulence Comparison Experiment (ITCE 1976 )', Boundary-Layer Meteorol. 24, 181-209.
Fairall, C. W.,Bradley, E. F.,Rogers, D. P.,Edson, J. B., and Young, G. S.: 1996a, 'Bulk Parameterization of Air-Sea Fluxes for Tropical Ocean-Global Atmosphere Coupled-Ocean Atmosphere Response Experiment', J. Geophys. Res. 101, 3747-3764.
Fairall, C. W.,Bradley, E. F.,Godfrey, J. S.,Wick, G. A.,Edson, J. B., and Young, G. S.: 1996b, 'Cool-Skin and Warm-Layer Effects on Sea Surface Temperature', J. Geophys. Res. 101, 1295-1308.
Friehe, C. A. and Schmitt, K. F.: 1976, 'Parameterization of Air-Sea Interface Fluxes of Sensible Heat and Moisture by the Bulk Aerodynamic Formula', J. Phys. Oceanog. 6, 801-809.
Geernaert, G. L.: 1999, 'Theory of Air-Sea Momentum, Heat and Gas Fluxes', in G. L. Geernaert and P. W. J. (eds.), Air-Sea Exchange: Physics, Chemistry and Dynamics, Kluwer Academic Publishers, Dordrecht, 578 pp.
Gidhagen, L.: 1984, Coastal Upwelling in the Baltic-A Presentation of Satellite and In Situ Measurements of Sea Surface Temperatures Indicating Coastal Upwelling, RHO 37, SMHI, SE-601 76 Norrköping, Sweden, 34 pp.
Grelle, A. and Lindroth, A.: 1994, 'Flow Distortion by a Solent Sonic Anemometer: Wind Tunnel Calibration and its Assessment for Flux Measurements over Forest and Field', J. Atmos. Oceanic Technol. 11, 1529-1542.
Grelle, A. and Lindroth, A.: 1996, 'Eddy-Correlation System for Long-Term Monitoring of Fluxes of Heat Water and CO2', Global Change Biol. 2, 297-307.
Gryning, S. E. and Batchvarova, E.: 1996, 'A Model for the Height of the Internal Boundary Layer over an Irregular Coastline', Boundary-Layer Meteorol. 78, 405-413.
Gustafsson, N.,Nyberg, L., and Omstedt, A.: 1998, 'Coupling High Resolution Atmosphere and Ocean Models for the Baltic Sea', Mon. Wea. Rev. 126, 2822-2846.
Högström, U.: 1988, 'Non-Dimensional Wind and Temperature Profiles in the Atmospheric Surface Layer: A Re-Evaluation', Boundary-Layer Meteorol. 42, 55-78.
Högström, U.: 1990, 'Analysis of Turbulence Structure in the Surface Layer with a Modified Similarity Formulation for Near Neutral Conditions', J. Atmos. Sci. 47, 1949-1972.
Holtslag, A. A. and Boville, B. A.: 1993, 'Local versus Nonlocal Boundary-Layer Diffusion in a Global Climate Model', J. Climate 10, 1825-1842.
Isemer, H. and Lindau, R.: 1998, 'Climatological Estimates of Precipitation and Evaporation over the Baltic Proper Based on COADS', in Conference Preceedings of the Second Study Conference on BALTEX, International BALTEX Secretariat Publication, pp. 80-81.
Källén, E.: 1996, Hirlam Documentation Manual. System 2.5, SMHI, SE-601 76 Norrköping, Sweden, 180 pp.
Kalmal, J. C. and Gaynor, J. E.: 1991, 'Another Look at Sonic Anemometry', Boundary-Layer Meteorol. 56, 401-410.
Large, W. G. and Pond, S.: 1982, 'Sensible and Latent Heat Flux Measurements over the Ocean', J. Phys. Ocean. 12, 464-482.
Launialnen, J.: 1995, 'Derivation of the Relationship between the Obukhov Stability Parameter and the Bulk Richardson Number for Flux Profiles', Boundary-Layer Meteorol. 76, 165-179.
Liu, W. T.,Katsaros, K. B., and Businger, J. A.: 1979, 'Bulk Parameterization of Air-Sea Exchange of Heat and Water Vapour Including the Molecular Constraints at the Interface', J. Atmos. Sci. 36, 1722-1735.
Louis, J. F.: 1979, 'A ParametricModel of Vertical Eddy Fluxes in the Atmosphere', Boundary-Layer Meteorol. 17, 187-202.
Louis, J. P.,Tiedke, M., and Geleyn, J. F.: 1982, 'A Short History of the PBL Parameterization at ECMWF', in Proceedings of the ECMWF Workshop on Boundary-Layer Parameterization, ECMWF, Shinfield Park, Reading RG2 9AX, U.K., pp. 59-79.
Makin, V. K.: 1998, 'Air-Sea Exchange of Heat in the Presence of Wind Waves and Spray', J. Geophys. Res. 103, 1137-1152.
Omstedt, A. and Axell, L. B.: 1998, 'Modeling the Seasonal, Interannual, and Long-Term Variations of Salinity and Temperature in the Baltic Proper', Tellus 50A, 637-652.
Omstedt, A. and Nyberg, L.: 1996, 'Response of Baltic Sea Ice to Seasonal, Interannual Forcing and Climate Change', Tellus 48A, 644-662.
Omstedt, A. and Rutgersson, A.: 2000, 'Closing the Water and Heat Cycles of the Baltic Sea', Meteorol. Z. 9, 57-64.
Omstedt, A.,Meuller, L., and Nyberg, L.: 1997, 'Interannual, Seasonal and Regional Variations of Precipitation and Evaporation over the Baltic Sea', Ambio 26, 484-492.
Oost,W. A.,Jacobs, C. M. J., and van Oort, C.: 2000, 'Stability Effects on Heat and Moisture Fluxes at Sea', Boundary-Layer Meteorol. 95, 271-302.
Rogers, D. P, Dorman, C. E.,Edwards, K.,Brooks, I. M.,Melville, M. W.,Burk, S. D.,Thompson, W. T.,Holt, T.,Ström, L.,Tjerström, M.,Grisogono, B.,Bane, J. M.,Nuss, W. A.,Morley, B. M., and Schanot, A. J.: 1998, 'Highlights of the Coastal Waves Experiment1996', Bull. Amer. Meteorol. Soc. 79, 1307-1326.
Rutgersson, A.: 1998, 'The Effect on Surface Fluxes over Sea Using Different Surface Parameterizations', Hirlam Newsletter, Vol. 32, SMHI, SE-601 76 Norrköping,Sweden, pp. 32-38.
Rutgersson, A.: 2000, 'A Comparison between Measured and Modeled Sensible Heat and Momentum Fluxes Using a High Resolution Limited Area Model (HIRLAM)', Meteorol. Z. 9, 29-37.
Schotanus, P. F. T.,Nieuwstadt, M., and de Bruin, H. A. R.: 1983, 'Temperature Measurement with a Sonic Anemometer and its Application to Heat and Moisture Fluxes', Boundary-Layer Meteorol. 26, 81-93.
Smedman, A.,Högström, U.Bergström, H.,Rutgersson, A.,Kahma, K., and Pettersson, H.: 1999, 'A Case-Study of Air-Sea Interaction during Swell Conditions', J. Geophys. Res. 104, 25,833-25,851.
Smith, S. D.: 1988, 'Coefficients for Sea Surface Wind Stress', J. Geophys. Res. 3, 15,467-15,472.
Smith, S. D.: 1989, 'Water Vapor Flux at the Sea Surface', Boundary-Layer Meteorol. 47, 277-293.
WAMDI: 1988, 'The WAM Model. A Third Generation Ocean Wave Prediction Model', J. Phys. Oceanog. 18, 1775-1810.
Woetmann Nie1sen, N.: 1998, 'Inclusion of Free Convection and a Smooth Sea Surface in the Parameterization of Surface Fluxes over Sea', Hirlam Newsletter, Vol. 32, SMHI, SE-601 76 Norrköping, Sweden, pp. 44-51.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Rutgersson, A., Smedman, AS. & Omstedt, A. Measured And Simulated Latent And Sensible Heat Fluxes At Two Marine Sites In The Baltic Sea. Boundary-Layer Meteorology 99, 53–84 (2001). https://doi.org/10.1023/A:1018799227854
Issue Date:
DOI: https://doi.org/10.1023/A:1018799227854