Wave model predictions in the Black Sea: Sensitivity to wind fields
Date
2015-10
Authors
Van Vledder, Gerbrant Ph.
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
This paper evaluates the impact of using different wind field products on the performance of the third generation wave model SWAN in the Black Sea and its capability for predicting both normal and extreme wave conditions during 1996. Wind data were obtained from NCEP CFSR, NASA MERRA, JRA-25, ECMWF Operational, ECMWF ERA40, and ECMWF ERA-Interim. Wave data were obtained in 1996 at three locations in the Black Sea within the NATO TU-WAVES project. The quality of wind fields was assessed by comparing them with satellite data. These wind data were used as forcing fields for the generation of wind waves. Time series of predicted significant wave height (H-mo), mean wave period (T-m02), and mean wave direction (DIR) were compared with observations at three offshore buoys in the Black Sea and its performance was quantified in terms of statistical parameters. In addition, wave model performance in terms of significant wave height was also assessed by comparing them against satellite data.
The main scope of this work is the impact of the different available wind field products on the wave hindcast performance. In addition, the sensitivity of wave model forecasts due to variations in spatial and temporal resolutions of the wind field products was investigated. Finally, the impact of using various wind field products on predicting extreme wave events was analyzed by focussing on storm peaks and on an individual storm event in October 1996. The numerical results revealed that the CFSR winds are more suitable in comparison with the others for modelling both normal and extreme events in the Black Sea. The results also show that wave model output is critically sensitive to the choice of the wind field product, such that the quality of the wind fields is reflected in the quality of the wave predictions. A finer wind spatial resolution leads to an improvement of the wave model predictions, while a finer temporal resolution in the wind fields generally does not significantly improve agreement between observed and simulated wave data.
Description
Keywords
Black Sea, Semi-enclosed basins, SWAN, Wave prediction, Wind reanalyses, Wind waves, Coastal regions, Performance, Swan, Improvement, Accuracy, Jra-25, Growth, Engineering, Oceanography, Forecasting, NASA, Sensitivity analysis, Storms, Water waves, Black sea, Semi-enclosed basins, SWAN, Wave predictions, Wind wave, Extreme event, Prediction, Satellite data, Semienclosed sea, Sensitivity analysis, Significant wave height, Wave modeling, Wind field, Wind wave, Ocean currents
Citation
Van Vledder, G. P. ve Akpınar, A. (2015). "Wave model predictions in the Black Sea: Sensitivity to wind fields". Applied Ocean Research, 53, 161-178.