ERA5再分析海浪资料在渤海海域的适用性评估研究

    Applicability of ERA5 Reanalysis Wave Data in the Bohai Sea

    • 摘要: 利用渤海海域5个代表性站点的海浪现场观测资料,从波高、周期和波向三个方面对欧洲中期天气预报中心第五代全球气候再分析数据集(European Centre for Medium-Range Weather Forecasts Reanalysis v5, ERA5)的海浪资料在渤海海域的适用性进行了评估。结果表明:ERA5海浪要素的时间变化趋势与实测资料基本吻合,但量值大小存在一定差异,不同站点不同要素之间的统计结果也有一定差异。ERA5海浪资料与实测资料之间,有效波高的相关性最高,约在0.9以上,谱峰周期次之,平均波向最差。离岸最近的站点有效波高和谱峰周期要素的相关性均为最低,2个要素的误差在离岸最近站点也为最大,在离岸较远的站点,海浪要素的整体表现均较好。就3个代表性要素资料使用而言,ERA5海浪要素需要进行一定的量值订正处理,特别是波向资料。整体上,ERA5的海浪产品在渤海海域具有一定的适用性,基于ERA5产品分析海浪的统计特征是可行的。

       

      Abstract: The applicability of ERA5 reanalysis wave data in the Bohai Sea was evaluated from three aspects: wave height, wave period, and wave direction, using wave observation data from five representative stations in the Bohai Sea. The results show that the temporal variation trend of ERA5 wave elements is basically consistent with the observations, however, there are some differences in the magnitude, and the statistical results between different elements at different stations also have some differences. The correlation between ERA5 and observed data is the highest for significant wave height, roughly above 0.9, followed by peak wave period, and the worst for mean wave direction. The correlation between the significant wave height and peak wave period elements at the nearest offshore station is the lowest, and the error between the two elements is also the largest at the nearest offshore station. At stations farther offshore, the overall performance of wave elements is better. Regarding the three representative elements, ERA5 requires some correction in terms of magnitude, especially in terms of wave direction data. ERA5 reanalysis wave product has certain applicability in the Bohai Sea, and it is feasible to analyze the statistical characteristics of waves based on ERA5 products to a certain extent.

       

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