Exploring Fine-Scale Satellite-Derived Coastal Bathymetry for Ocean Modeling: A Case Study from West Africa

IF 2.3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Patrick Marchesiello, Grégoire Thoumyre, Arame Dieye, Rafael Almar, Erwin Bergsma, Bamol Ali Sow, Hai Thuan Duong
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Abstract

Coastal risk assessment requires accurate coastal bathymetry, which is largely lacking in many regions of the world’s coastal oceans. This is particularly true in Guinea-Bissau, where the tidal range is the highest of any country in West Africa, affecting several socio-economic sectors such as agriculture and urban development. Here, we present a selection of coastal bathymetry datasets available for generally poorly sampled coastal regions. These include the General Bathymetric Chart of the Oceans (GEBCO), digital nautical charts (CMAP), and depth retrieval from satellite wave detection (S2Shores). While GEBCO provides the right regional envelope of bathymetry, the coastal zone is plagued with random bumpiness at scales below 10 km (“orange peel” texture). S2Shores can be used to correct these errors and instead reveal the presence of small-scale channels, reminiscent of very high-resolution satellite color images. These structures are also confirmed by nautical charts, which show the channels to be well correlated but deeper than that indicated by the satellite retrieval (with a 40% higher variance, and 40 m instead of 20 m for Orango, the main and deepest channel). Simulations with a coastal ocean hydro-sedimentary model (CROCO) further show that submerged rivers can help drive a smooth flow of tidal energy into the main estuary of Guinea-Bissau. Tidal energy flux is better channeled in the CMAP and S2shores cases, while GEBCO produces an order of magnitude greater form drag, resulting in a stronger response from the sediment bed. Tides therefore have the effect of smoothing bathymetry along fine-scale channels, minimizing friction on the way to equilibrium. This result highlights the potential of combining different approaches to estimate updated coastal bathymetry and its effect on coastal dynamics in the most challenging areas.

Abstract Image

探索用于海洋建模的微尺度卫星衍生海岸水深测量:西非案例研究
海岸风险评估需要准确的海岸测深数据,而世界上许多沿海地区都缺乏这种数据。几内亚比绍的情况尤其如此,该国是西非潮差最大的国家,影响着农业和城市发展等多个社会经济部门。在这里,我们将介绍一般取样较少的沿海地区的部分沿岸测深数据集。这些数据集包括大洋深度图 (GEBCO)、数字海图(CMAP)和卫星波探测深度检索(S2Shores)。虽然 GEBCO 提供了正确的区域水深包络线,但沿岸带在 10 公里以下的尺度上存在随机凹凸("桔皮 "纹理)。S2Shores 可以用来纠正这些误差,从而显示出小尺度通道的存在,让人联想到非常高分辨率的卫星彩色图像。这些结构也得到了海图的证实,海图显示这些水道相互关联良好,但比卫星检索显示的水道更深(方差高出 40%,主水道 Orango 的水深为 40 米,而不是 20 米)。利用沿岸海洋水文沉积模型(CROCO)进行的模拟进一步表明,淹没的河流有助于推动潮汐能顺利流入几内亚比绍的主要河口。在 CMAP 和 S2shores 模型中,潮汐能量流得到了更好的引导,而 GEBCO 模型则产生了更大数量级的形态阻力,导致沉积床产生更强烈的反应。因此,潮汐具有沿细尺度水道平滑水深的作用,在达到平衡的过程中最大限度地减少了摩擦。在这种情况下,我们可以利用潮汐的作用来平滑细尺度河道的水深,从而最大限度地减小 平衡过程中的摩擦力。
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来源期刊
Estuaries and Coasts
Estuaries and Coasts 环境科学-海洋与淡水生物学
CiteScore
5.60
自引率
11.10%
发文量
107
审稿时长
12-24 weeks
期刊介绍: Estuaries and Coasts is the journal of the Coastal and Estuarine Research Federation (CERF). Begun in 1977 as Chesapeake Science, the journal has gradually expanded its scope and circulation. Today, the journal publishes scholarly manuscripts on estuarine and near coastal ecosystems at the interface between the land and the sea where there are tidal fluctuations or sea water is diluted by fresh water. The interface is broadly defined to include estuaries and nearshore coastal waters including lagoons, wetlands, tidal fresh water, shores and beaches, but not the continental shelf. The journal covers research on physical, chemical, geological or biological processes, as well as applications to management of estuaries and coasts. The journal publishes original research findings, reviews and perspectives, techniques, comments, and management applications. Estuaries and Coasts will consider properly carried out studies that present inconclusive findings or document a failed replication of previously published work. Submissions that are primarily descriptive, strongly place-based, or only report on development of models or new methods without detailing their applications fall outside the scope of the journal.
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