用多静态SAR卫星测量火山爆发后的地形变化:为欧空局“和谐”任务做准备的模拟

IF 11.1 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES
Odysseas Pappas , Juliet Biggs , Pau Prats-Iraola , Andrea Pulella , Adam Stinton , Alin Achim
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引用次数: 0

摘要

火山是一个动态系统,它的表面在不断地演化。火山爆发对当地社区构成巨大威胁,在火山爆发期间,随着建筑物的堆积和(或)倒塌以及熔岩、火山灰和其他喷发产物的沉积,当地地形发生重大变化。监测这种地形变化对于风险评估和预测进一步的喷发行为至关重要。多静态干涉合成孔径雷达(InSAR)是一种特别适合这项任务的遥感方式,因为它允许创建数字高程模型(dem),可以准确地绘制地形的三维变化,而不受天气条件和火山活动引起的时间去相关的影响。然而,目前很少有这样的特派团在执行任务。“和谐”是即将到来的ESA任务,将与哨兵1号一起运行,并将提供多静态InSAR功能,用于测量冰冻圈、海洋和固体地球的应力和变形,监测火山爆发引起的地形变化是该任务的具体重点领域之一。在这项工作中,我们展示了使用TanDEM-X的高分辨率双基地干涉测量数据来测量厄瓜多尔埃尔Reventador和La soufri、圣文森特和格林纳丁斯最近爆发后的地形变化。此外,我们还模拟了Harmony的低分辨率(20 m)数据,以深入了解其量化地形变化的能力。我们的研究结果表明,Harmony的分辨率足以准确地解决和测量地形变化,如熔岩流的就位,但在陡峭的地形中可能会出现解包裹误差,这可能会受到挑战。实验结果强调了获取通道方向对局部地形的影响,陡峭地形地区面临的挑战以及基于精度和分辨率估计的遮蔽结果的重要性。最后,我们讨论了一些挑战,以及和谐任务对未来火山监测的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring topographic change after volcanic eruptions using multistatic SAR satellites: Simulations in preparation for ESA’s Harmony mission
Volcanoes are dynamic systems whose surfaces constantly evolve. During volcanic eruptions, which can pose great threat to local communities, significant changes to the local topography occur as edifices build up and/or collapse and lava, tephra and other eruptive products are deposited. Monitoring such changes in topography is crucial to risk assessment and the prediction of further eruptive behaviour. Multistatic Interferometric Synthetic Aperture Radar (InSAR) is a remote sensing modality particularly suited to this task as it allows for the creation of digital elevation models (DEMs) that can accurately map out three-dimensional changes in the topography, regardless of weather conditions and temporal decorrelation caused by volcanic activity. Few such missions are however currently operational. Harmony is an upcoming ESA mission that will be operating alongside Sentinel-1 and will provide multistatic InSAR capabilities for the measurement of stress and deformation across the cryosphere, the oceans and the solid earth, with the monitoring of topographic change due to volcanic eruptions being one of the specific areas of focus for the mission.
In this work we demonstrate the use of high resolution bistatic interferometric data from TanDEM-X for the measurement of topographic change after recent eruptions in El Reventador, Ecuador and La Soufrière, St. Vincent and the Grenadines. Additionally, we simulate data at the lower, 20 m resolution of Harmony so as to gain insights into its capability in quantifying topographic change. Our results demonstrate that Harmony’s resolution can be sufficient to resolve and measure accurately topographic change such as the emplacement of lava flows, but may be challenged in areas of steep topography where unwrapping errors can occur. The experimental results highlight the effect of acquisition pass direction with respect to local topography, the challenges arising in areas of steep topography and the importance of masking results based on estimates of precision and resolution. Finally we discuss some of the challenges, as well as implications of the Harmony mission for the future of volcano monitoring.
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来源期刊
Remote Sensing of Environment
Remote Sensing of Environment 环境科学-成像科学与照相技术
CiteScore
25.10
自引率
8.90%
发文量
455
审稿时长
53 days
期刊介绍: Remote Sensing of Environment (RSE) serves the Earth observation community by disseminating results on the theory, science, applications, and technology that contribute to advancing the field of remote sensing. With a thoroughly interdisciplinary approach, RSE encompasses terrestrial, oceanic, and atmospheric sensing. The journal emphasizes biophysical and quantitative approaches to remote sensing at local to global scales, covering a diverse range of applications and techniques. RSE serves as a vital platform for the exchange of knowledge and advancements in the dynamic field of remote sensing.
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