利用 Sentinel-1 SAR 变化探测分析海岸侵蚀和沉积:在加纳沃尔特三角洲的应用

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-02-12 DOI:10.1016/j.ejrs.2024.02.003
Valeria Di Biase , Ramon F. Hanssen
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引用次数: 0

摘要

几十年来,加纳的海岸线一直面临着侵蚀和沉积现象,由于主要的城市居住区都位于海岸线上,因此对生命和财产造成了严重威胁。该地区一直没有重视对海岸变化进行全面、大规模的调查:先前的研究主要集中在对具体地点的评估上。这些研究揭示了令人震惊的侵蚀速度,有报告称每年侵蚀损失近 10 米。在那些因物理或经济障碍而无法收集现场信息的地区,使用高分辨率遥感数据可以提供持续的支持。特别是,使用连续的全天候合成孔径雷达数据可以促进对沿海地区侵蚀和沉积现象的评估。在本文中,我们应用了 2017 年至 2021 年期间的合成孔径雷达数据。使用谷歌地球引擎平台对哨兵-1 数据进行预处理,然后应用专用算法来识别和量化侵蚀和沉积过程。光学图像被用作参考,用于检测在所考虑的四年中出现持续沉积和侵蚀现象的两个区域的位置。结果表明,合成孔径雷达反向散射随时间的变化为监测海岸变化提供了一种可靠的方法。这种方法能够确定发生的现象类型--沉积或侵蚀,并能量化其强度和随时间变化的程度。一旦评估了适当的临界值,这种方法就可以在全球范围内应用,并有助于预测研究和环境规划。
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Analyzing coastal erosion and sedimentation using Sentinel-1 SAR change detection: An application on the Volta Delta, Ghana

Ghana's coastline has been facing erosion and sedimentation phenomena for several decades, resulting in a serious threat to life and property considering that major urban settlements are located on the coast. In this region, there has been a lack of emphasis on comprehensive, large-scale investigations into coastal changes: prior research has predominantly centered on site-specific assessments. These studies have revealed alarming erosion rates, with reports indicating that nearly ten meters are lost annually. The use of high-resolution remotely sensed data can be a consistent support in regions where physical or economic obstacles interfere with collecting in situ information. In particular, the use of continuous all-weather SAR data may facilitate the evaluation of erosion and sedimentation phenomena in coastal areas. In this paper, we apply SAR data over a time period between 2017 and 2021. Sentinel-1 data are pre-processed using the Google Earth Engine platform, and a dedicated algorithm is then applied to identify and quantify erosion and sedimentation processes. Optical images are used as a reference for detecting the location of two areas where consistent sedimentation and erosion phenomena occurred in the considered four years. The results demonstrate that SAR backscattering variations over time offer a reliable method for monitoring coastal changes. This approach enables the identification of the type of phenomena occurring - sedimentation or erosion -, and allows for the quantification of their intensity and dimensions over time. The method can be worldwide applied once the appropriate thresholds are evaluated and help in predictive studies and environmental planning.

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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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