Remote sensing through the fog of war: Infrastructure damage and environmental change during the Russian-Ukrainian conflict revealed by open-access data

Hang Xu , Sylvain Barbot , Teng Wang
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Abstract

The Russian-Ukrainian conflict spawned a high-intensity war that shattered decades of peace in Europe. The use of drones and social media elevates open-source intelligence as a critical strategic asset. However, information from these sources is sporadic, difficult to confirm, and prone to manipulation. Here, we use open-access spaceborne remote sensing data to probe the damage to infrastructure on and off the frontline at the city, region, and country-wide scales in Ukraine. Nighttime light data and Synthetic Aperture Radar images reveal widespread blackout and unveil the destruction of battleground cities, offering contrasted perspectives on the impact of the conflict. Optical satellite images capture extensive flooding along the Dnipro River in the aftermath of the breach of the Kakhovka dam. Leveraging visible, near-infrared, and microwave satellite data, we bring to light disruption of human activities, havoc in the environment, and the annihilation of entire cities during the protracted conflict. Open-source remote sensing can offer objective information about the nature and extent of devastation during military conflicts.

穿越战争迷雾的遥感:开放存取数据揭示的俄乌冲突期间基础设施破坏和环境变化情况
俄乌冲突引发的高强度战争打破了欧洲数十年的和平。无人机和社交媒体的使用提升了公开来源情报作为重要战略资产的地位。然而,这些来源的信息时断时续,难以确认,而且容易被操纵。在此,我们使用开放访问的空间遥感数据来探测乌克兰城市、地区和全国范围内前线内外基础设施的损坏情况。夜间光线数据和合成孔径雷达图像显示了大面积停电,揭示了战场城市的破坏情况,提供了冲突影响的对比视角。光学卫星图像捕捉到 Kakhovka 大坝决堤后第聂伯河沿岸大面积的洪水。利用可见光、近红外和微波卫星数据,我们揭示了在这场旷日持久的冲突中,人类活动的中断、环境的破坏以及整个城市的毁灭。开放源码遥感技术可以提供有关军事冲突期间破坏的性质和程度的客观信息。
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