Mean wave direction and wave height in the ERA5 reanalysis dataset: Comparison with measured data in the coastal waters of India

IF 1.9 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Dynamics of Atmospheres and Oceans Pub Date : 2024-06-24 DOI:10.1016/j.dynatmoce.2024.101478
A. Anusree , V.Sanil Kumar
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Abstract

Information on wave direction and height is an important input to the coastal engineers. The availability of measured data at every location in the ocean makes maritime operations smoother. However, the practical impossibility makes it to look for alternative datasets like ERA5 reanalysis data. In this study, we compare the significant wave height and mean wave direction in the ERA5 with the buoy-measured data available at the nearest locations in the coastal waters of India. Even though the ERA5 overestimates the measured significant wave heights at certain instances, they both are in good agreement at most of the locations. The correlation coefficient varies from 0.82 to 0.99, with the RMSE falling between 0.15 and 0.31 m. However, the ERA5 wave direction deviates significantly from the measured buoy data at certain locations due to the substantial difference between the measured and ERA5 mean direction of wind-seas. The ERA5 dataset matches the measured mean wave direction when swell dominates i.e., during the southwest monsoon for the locations in the Arabian Sea and during post-monsoon season for the locations in the western Bay of Bengal.

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ERA5再分析数据集中的平均波向和波高:与印度沿海水域测量数据的比较
波向和波高信息是海岸工程师的重要输入信息。在海洋的每个位置都有测量数据,可以使海上作业更加顺畅。然而,由于实际不可能,因此需要寻找替代数据集,如ERA5 再分析数据。在本研究中,我们将 ERA5 中的显著波高和平均波向与印度沿岸水域最近地点的浮标测量数据进行了比较。尽管在某些情况下,ERA5 高估了实测的显著波高,但在大多数地点,两者的一致性很好。相关系数在 0.82 到 0.99 之间,均方根误差在 0.15 到 0.31 米之间。然而,由于实测风向与ERA5平均风向之间存在巨大差异,ERA5波浪方向在某些地点与实测浮标数据存在明显偏差。当涌浪占主导地位时,ERA5 数据集与实测平均波向相吻合,即在阿拉伯海西南季风期间和孟加拉湾西部季风后季节。
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来源期刊
Dynamics of Atmospheres and Oceans
Dynamics of Atmospheres and Oceans 地学-地球化学与地球物理
CiteScore
3.10
自引率
5.90%
发文量
43
审稿时长
>12 weeks
期刊介绍: Dynamics of Atmospheres and Oceans is an international journal for research related to the dynamical and physical processes governing atmospheres, oceans and climate. Authors are invited to submit articles, short contributions or scholarly reviews in the following areas: •Dynamic meteorology •Physical oceanography •Geophysical fluid dynamics •Climate variability and climate change •Atmosphere-ocean-biosphere-cryosphere interactions •Prediction and predictability •Scale interactions Papers of theoretical, computational, experimental and observational investigations are invited, particularly those that explore the fundamental nature - or bring together the interdisciplinary and multidisciplinary aspects - of dynamical and physical processes at all scales. Papers that explore air-sea interactions and the coupling between atmospheres, oceans, and other components of the climate system are particularly welcome.
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