Validation of ERS-2 SAR offshore wind-speed maps in the North Sea

摘要

Wind maps are retrieved from ERS-2 Synthetic Aperture Radar (SAR) scenes by the CMOD-IFR2 and CMOD4 algorithms for 61 cases at the Horns Rev site in the North Sea and compared to meteorological in situ observations from a mast located 14 km offshore. The in situ data are corrected for flow distortion and sea-level changes prior to validating the SAR wind maps. The SAR wind maps are area-averaged by a simple footprint method assuming neutral stability and with three nonlinear weighting footprint methods including correction for stability. From a physical point of view, the latter is more correct. However, between in situ and SAR-derived wind-speed estimates comparison results of the nonlinear footprint values are statistically less correlated (R~2 = 0.73-0.77) and the standard error (SE) is larger ( > 1.5ms~(-1)) than results from the simple footprint (R~2 = 0.78-0.80 and SE = 1.3ms~(-1)). The results are found with wind direction determined from wind streaks in the SAR images by Fast Fourier Transform. Using in situ wind direction as input to the CMOD-IFR2 and CMOD4 algorithms yields even better linear regression results, e.g. for the simple footprint method R~2 = 0.88 and SE = 0.9ms~(-1). SAR wind maps may be useful for mapping of future offshore wind resources.