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首页> 外文期刊>Remote Sensing of Environment: An Interdisciplinary Journal >Comparison between CCMP, QuikSCAT and buoy winds along the Iberian Peninsula coast
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Comparison between CCMP, QuikSCAT and buoy winds along the Iberian Peninsula coast

机译:伊比利亚半岛沿岸的CCMP,QuikSCAT和浮标风之间的比较

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摘要

Ocean surface wind data derived from several QuikSCAT products and the Cross-Calibrated Multi-Platform (CCMP) project were compared to wind speed and direction measurements, in order to assess which one of these databases has higher accuracy and ability to describe the local wind regime characteristics. For this, data from QuikSCAT (swath data from L2B 25. km and L2B 12.5. km slice composites, together with gridded L3) and CCMP were compared with measurements taken from five buoys located along the Iberian Peninsula coast.The results presented in this work show that QuikSCAT products have their strength in representing the temporal variability of the wind speed (higher correlation coefficients and lower RMSE and STDE) and the mean state of the wind direction (lower biases). Although no major differences were detected among QuikSCAT products, the high-resolution database (12.5. km) was the one with the best overall scores. However, CCMP is able to bring significant improvements in terms of wind direction temporal variability and wind speed mean state. CCMP also showed its capability to partially mitigate some of QuikSCAT's known problems, mainly those related to QuikSCAT systematic tendency to overestimate the wind speed and land masking effects. In addition, CCMP consists in a gridded dataset with a higher temporal sampling and complete data availability when compared to QuikSCAT, allowing this database to be clearly the one with a better ability to characterize the wind regimes measured by the buoys in terms of wind speed frequency distributions.These features can render CCMP an interesting ocean wind database for offshore wind energy assessment studies, where wind speed mean state accuracy plays the key role, and also for meteorological, oceanic and climate modelling applications where gridded wind data with good temporal sampling and data availability is vital to force numerical simulation models.
机译:将来自多个QuikSCAT产品和跨校准多平台(CCMP)项目的海面风数据与风速和风向测量值进行了比较,以评估这些数据库中哪个数据库具有更高的精度和描述当地风况的能力特征。为此,将QuikSCAT的数据(来自L2B 25.km和L2B 12.5.km切片复合材料以及网格L3的大量数据)和CCMP与伊比利亚半岛沿岸五个浮标的测量结果进行了比较。表明QuikSCAT产品在表示风速随时间变化(较高的相关系数以及较低的RMSE和STDE)和风向的平均状态(较低的偏差)方面具有优势。尽管在QuikSCAT产品之间未发现主要差异,但高分辨率数据库(12.5。km)是整体得分最高的数据库。但是,CCMP能够在风向时间变化和风速平均状态方面带来显着改善。 CCMP还显示了部分缓解QuikSCAT已知问题的能力,这些问题主要与QuikSCAT系统性地高估风速和土地掩蔽效应的趋势有关。此外,与QuikSCAT相比,CCMP包含一个网格化数据集,具有更高的时间采样和完整的数据可用性,从而使该数据库显然是一个具有更好的能力来表征浮标所测量风速的数据库,该数据库根据风速频率这些功能可以使CCMP成为一个有趣的海洋风数据库,用于海上风能评估研究,其中风速平均状态精度起着关键作用,也适用于气象,海洋和气候建模应用,这些应用中网格风数据具有良好的时间采样和数据可用性对于强制数值模拟模型至关重要。

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