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应对浑浊度,这是卫星遥感海岸测深面临的主要挑战。

Confronting turbidity, the major challenge for satellite-derived coastal bathymetry.

作者信息

Caballero Isabel, Stumpf Richard P

机构信息

Instituto de Ciencias Marinas de Andalucía (ICMAN), Consejo Superior de Investigaciones Científicas (CSIC), Avenida República Saharaui, 11519 Puerto Real, Spain.

National Oceanic and Atmospheric Administration (NOAA), National Centers for Coastal Ocean Science, Silver Spring, MD 20910, United States of America.

出版信息

Sci Total Environ. 2023 Apr 20;870:161898. doi: 10.1016/j.scitotenv.2023.161898. Epub 2023 Jan 31.

DOI:10.1016/j.scitotenv.2023.161898
PMID:36731561
Abstract

Monitoring the complex seafloor morphology that drives the functioning of shallow coastal ecosystems is vital for assessing marine activities. Satellite-derived bathymetry (SDB) can provide a crucial dataset for creating the bathymetry maps needed to understand hazards and impacts produced by climate change in vulnerable coastal zones. SDB is effective in clear water, but still has limitations in application to areas with some turbidity. Here, using the twin satellites Sentinel-2A/B, we integrate water quality information from the satellite with a multi-temporal compositing method to demonstrate a potential for comprehensively operational bathymetric mapping over a range of environments. The automated compositing method diminishes the turbidity impact in addition to inferring the maximum detectable depth and removing optically deep-water areas. Examining a wide range of conditions along the Caribbean and eastern coast of the U.S. shows detailed bathymetry as deep as 30 m at 10 m spatial resolution with median errors <1 m when compared to high-resolution lidar surveys. These results demonstrate that the model adopted can provide useful bathymetry in areas that do not have consistently clear water and can be extended across multiple geographic regions and optical conditions at local, regional, and national scales.

摘要

监测驱动浅海沿岸生态系统功能的复杂海底地貌对于评估海洋活动至关重要。卫星测深法(SDB)可为绘制水深图提供关键数据集,这些水深图有助于了解脆弱沿海地区气候变化所产生的危害和影响。SDB在清澈水域效果显著,但在应用于某些有浊度的区域时仍存在局限性。在此,我们利用两颗卫星哨兵2A/2B,将卫星的水质信息与多时相合成方法相结合,以展示在一系列环境中进行全面的可操作水深测绘的潜力。这种自动合成方法除了能推断最大可探测深度并去除光学上的深水区域外,还能减少浊度的影响。对美国加勒比海和东海岸的广泛条件进行研究表明,与高分辨率激光雷达测量相比,在10米空间分辨率下可显示深度达30米的详细水深信息,中值误差小于1米。这些结果表明,所采用的模型能够在并非始终清澈的水域提供有用的水深信息,并且可以在地方、区域和国家尺度上扩展到多个地理区域和光学条件下应用。

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