Impact Assessment of Flood Events Based on Multisource Satellite Remote Sensing: The Case of Kahovka Dam

IF 4.7 2区 地球科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Chen Zuo;Haowei Zhang;Xin Ma;Wei Gong
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Abstract

On June 6, 2023, the Kakhovka Dam in Ukraine was damaged, causing a flood that could have had a significant impact on society. A single satellite may not provide sufficient data for timely disaster response. To overcome this, a combination of optical images, a new generation of hydrological monitoring satellite data, and nighttime light data were employed to analyze the disaster. Sentinel-3 provides useful hydrological information for quickly identifying and locating disaster areas, while surface water and ocean topography are able to detect changes in water surface elevation, providing a direct view of the flood's impact on the water area and surface elevation. The datasets both provide information about the extent of the flood area, which is more detailed than that provided by a single source. Furthermore, the NPP-VIIRS data not only reflects the indirect impact of the disaster on the lives and production of the local population, but also provides an intuitive assessment of the damage to the Zaporizhzhya nuclear power plant's power supply. The data showed that the disaster affected an area of about 8 km on either side of the river downstream of the dam. This enables the prediction of the damage and the postdisaster reconstruction strategy from a humanistic perspective. The combination of these three data types enables the specific impact of the disaster to be gauged in terms of its scope, extent, impact on human life, and the postdisaster recovery situation. This provides a scientific reference for the timely formulation and implementation of disaster relief and postdisaster reconstruction measures.
基于多源卫星遥感的洪水事件影响评估:卡霍夫卡大坝案例
2023 年 6 月 6 日,乌克兰的 Kakhovka 大坝遭到破坏,引发了可能对社会造成重大影响的洪水。单靠一颗卫星可能无法为及时救灾提供足够的数据。为了克服这一问题,我们采用了光学图像、新一代水文监测卫星数据和夜间光线数据相结合的方法来分析这场灾难。哨兵-3 号卫星提供了有用的水文信息,可用于快速识别和定位灾区,而地表水和海洋地形图则能够探测水面高程的变化,直接了解洪水对水域面积和水面高程的影响。这两个数据集都能提供洪灾区域范围的信息,比单一来源提供的信息更加详细。此外,NPP-VIIRS 数据不仅反映了灾害对当地居民生活和生产的间接影响,还对扎波罗热核电站的供电受损情况进行了直观评估。数据显示,灾难影响到大坝下游河流两侧约 8 公里的区域。这样就可以从人文角度预测损失情况和灾后重建策略。通过这三种数据的结合,可以从灾害的范围、程度、对人类生活的影响以及灾后恢复情况等方面来衡量灾害的具体影响。这为及时制定和实施救灾和灾后重建措施提供了科学参考。
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来源期刊
CiteScore
9.30
自引率
10.90%
发文量
563
审稿时长
4.7 months
期刊介绍: The IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing addresses the growing field of applications in Earth observations and remote sensing, and also provides a venue for the rapidly expanding special issues that are being sponsored by the IEEE Geosciences and Remote Sensing Society. The journal draws upon the experience of the highly successful “IEEE Transactions on Geoscience and Remote Sensing” and provide a complementary medium for the wide range of topics in applied earth observations. The ‘Applications’ areas encompasses the societal benefit areas of the Global Earth Observations Systems of Systems (GEOSS) program. Through deliberations over two years, ministers from 50 countries agreed to identify nine areas where Earth observation could positively impact the quality of life and health of their respective countries. Some of these are areas not traditionally addressed in the IEEE context. These include biodiversity, health and climate. Yet it is the skill sets of IEEE members, in areas such as observations, communications, computers, signal processing, standards and ocean engineering, that form the technical underpinnings of GEOSS. Thus, the Journal attracts a broad range of interests that serves both present members in new ways and expands the IEEE visibility into new areas.
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