Spectral Refraction Modeling of Waves Around the Steep Reef at Palau

IF 3.4 2区 地球科学 Q1 OCEANOGRAPHY
Mika N. Siegelman, William C. O’Reilly, Janet Becker, Raymond Young, Corey Olfe, Patrick L. Colin, Eric Terrill, Sophia Merrifield
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Abstract

Western Pacific islands, such as Palau, are susceptible to wave-driven inundation due to low land elevations and limited space for coastal retreat. Assessing the impacts of extreme wave events on these low-lying islands requires regional numerical models that account for remotely generated waves from all directions and that resolve the complex bathymetry surrounding the islands. Such models often are computationally expensive and impractical for operational forecasts. In this study, eight years of wave observations from 10 sites around the island chain of Palau, at depths ranging from 9.4 to 17.6 m, are used to characterize the spatial variability of the island group's wave climate and to test the ability of a spectral refraction model to downscale regional wave hindcasts and reproduce the observed incident conditions. The spectral refraction model demonstrates significant skill predicting reef edge significant wave heights (mean r 2 ${r}^{2}$ = 0.77, mean R M S E $RMSE$ = 0.21 m) at the locations of our island scale wave gauge array and outperforms a regional 7 km resolution hindcast product based upon the WaveWatch III community model (Smith et al., 2021, https://doi.org/10.1002/gdj3.104). Furthermore, the spectral refraction model accurately downscales wave predictions during Typhoon Lan demonstrating its potential for operational forecasting and place-based damage and risk assessments during extreme events. When used with deep-water wind-wave models as input, spectral refraction methods can significantly improve reef edge incident wave boundary conditions necessary for shallow water reef modeling with low computational cost.

Abstract Image

帕劳陡峭礁石周围波浪的光谱折射模拟
西太平洋岛屿,如帕劳,由于土地海拔低,沿海撤退空间有限,容易受到海浪驱动的洪水的影响。评估极端波浪事件对这些低洼岛屿的影响需要区域数值模型,这些模型要考虑来自各个方向的远程产生的波浪,并解决岛屿周围复杂的水深测量问题。这样的模型通常在计算上很昂贵,而且对于业务预测来说不切实际。在这项研究中,利用帕劳岛链周围10个地点8年的波浪观测数据,深度从9.4米到17.6米,来表征岛群波浪气候的空间变异性,并测试光谱折射模型降低区域波浪预测的能力,并重现观测到的事件条件。光谱折射模型在预测珊瑚礁边缘有效波高方面表现出显著的技能(平均r 2 ${r}^{2}$ = 0.77)。平均RMSE$ RMSE$ = 0.21 M),并且优于基于WaveWatch III社区模型的区域7公里分辨率后置产品(Smith等人,2021,https://doi.org/10.1002/gdj3.104)。此外,光谱折射模型在台风“兰”期间准确地缩小了波浪预测的尺度,这表明了它在极端事件期间的业务预测和基于地点的损害和风险评估方面的潜力。以深水风浪模型为输入,光谱折射方法可以显著改善浅水珊瑚礁建模所需的礁缘入射波边界条件,且计算成本低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Geophysical Research-Oceans
Journal of Geophysical Research-Oceans Earth and Planetary Sciences-Oceanography
CiteScore
7.00
自引率
13.90%
发文量
429
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