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2020 年 8 月 4 日贝鲁特爆炸的损害代理图,由哥白尼传感器观测。

Damage Proxy Map of the Beirut Explosion on 4th of August 2020 as Observed from the Copernicus Sensors.

机构信息

Department of Civil Engineering and Geomatics, Faculty of Engineering and Technology, Cyprus University of Technology, Saripolou 2-8, Limassol 3036, Cyprus.

Eratosthenes Centre of Excellence, Saripolou 2-8, Limassol 3036, Cyprus.

出版信息

Sensors (Basel). 2020 Nov 9;20(21):6382. doi: 10.3390/s20216382.

Abstract

On the 4th of August 2020, a massive explosion occurred in the harbor area of Beirut, Lebanon, killing more than 100 people and damaging numerous buildings in its proximity. The current article aims to showcase how open access and freely distributed satellite data, such as those of the Copernicus radar and optical sensors, can deliver a damage proxy map of this devastating event. Sentinel-1 radar images acquired just prior (the 24th of July 2020) and after the event (5th of August 2020) were processed and analyzed, indicating areas with significant changes of the VV (vertical transmit, vertical receive) and VH (vertical transmit, horizontal receive) backscattering signal. In addition, an Interferometric Synthetic Aperture Radar (InSAR) analysis was performed for both descending (31st of July 2020 and 6th of August 2020) and ascending (29th of July 2020 and 10th of August 2020) orbits of Sentinel-1 images, indicating relative small ground displacements in the area near the harbor. Moreover, low coherence for these images is mapped around the blast zone. The current study uses the Hybrid Pluggable Processing Pipeline (HyP3) cloud-based system provided by the Alaska Satellite Facility (ASF) for the processing of the radar datasets. In addition, medium-resolution Sentinel-2 optical data were used to support thorough visual inspection and Principal Component Analysis (PCA) the damage in the area. While the overall findings are well aligned with other official reports found on the World Wide Web, which were mainly delivered by international space agencies, those reports were generated after the processing of either optical or radar datasets. In contrast, the current communication showcases how both optical and radar satellite data can be parallel used to map other devastating events. The use of open access and freely distributed Sentinel mission data was found very promising for delivering damage proxies maps after devastating events worldwide.

摘要

2020 年 8 月 4 日,黎巴嫩贝鲁特港地区发生大规模爆炸,造成 100 多人死亡,附近许多建筑物受损。本文旨在展示如何使用开放获取和免费分发的卫星数据(如哥白尼雷达和光学传感器数据)提供这一破坏性事件的损害代理图。处理和分析了事件发生前后(2020 年 7 月 24 日和 2020 年 8 月 5 日)获取的哨兵-1 雷达图像,显示出 VV(垂直发射、垂直接收)和 VH(垂直发射、水平接收)反向散射信号有明显变化的区域。此外,还对 Sentinel-1 图像的降轨(2020 年 7 月 31 日和 2020 年 8 月 6 日)和升轨(2020 年 7 月 29 日和 2020 年 8 月 10 日)进行了干涉合成孔径雷达(InSAR)分析,表明港口附近地区的地面位移相对较小。此外,爆炸区周围的图像相干性较低。本研究使用由阿拉斯加卫星设施(ASF)提供的基于云的混合可插拔处理管道(HyP3)系统处理雷达数据集。此外,还使用中等分辨率的哨兵-2 光学数据对该地区进行了全面的目视检查和主成分分析(PCA)。虽然总体结果与在万维网上找到的其他官方报告非常吻合,这些报告主要由国际空间机构提供,但这些报告是在处理光学或雷达数据集之后生成的。相比之下,本论文展示了如何平行使用光学和雷达卫星数据来绘制其他破坏性事件的地图。事实证明,使用开放获取和免费分发的哨兵任务数据非常有希望在全球范围内提供破坏性事件后的损害代理图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b6a5/7664863/c4961623923e/sensors-20-06382-g0A1.jpg

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