Inferring 3D displacement time series through InSAR measurements and potential field theory in volcanic areas.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Andrea Barone, Maurizio Fedi, Antonio Pepe, Pietro Mastro, Pietro Tizzani, Raffaele Castaldo
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Abstract

Interferometric SAR (InSAR) techniques allow the detection of ground displacements along the satellite line-of-sight (LOS) directions. Moreover, InSAR can discriminate the ground deformations along the Up-Down and East-West by combining information gathered through ascending and descending paths. Conversely, the LOS-projected ground displacements remain less sensitive to the North-South components because almost all modern satellites fly along near-polar orbits. Our research aims to circumvent this limitation by developing a new method for reconstructing the 3-D ground displacement field in volcanic regions based on potential field theory and using InSAR measurements. We present the theoretical argumentations related to the developed method, demonstrating its efficacy through synthetic tests reconstructing the 3-D ground displacement field in elastic conditions. Then, we provide a 3-D ground displacement time series of the pre-eruptive displacement patterns related to the 2018 eruption at Sierra Negra volcano (Galapagos Archipelago, Ecuador). Our analysis revealed a maximum North-South displacement rate that increased from 40 cm/yr in the early pre-eruptive stage to 70 cm/yr before the eruption. The reliability of our results has been tested through comparison with Global Navigation Satellite System measurements. Our approach is innovative and represents a helpful tool for the investigation and modelling of volcanic sources.

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利用InSAR测量和位场理论反演火山区三维位移时间序列。
干涉SAR (InSAR)技术允许沿卫星视距(LOS)方向探测地面位移。此外,InSAR通过结合上升路径和下降路径收集的信息,可以区分上下方向和东西方向的地面变形。相反,los预估的地面位移对南北分量仍然不太敏感,因为几乎所有现代卫星都沿近极轨道飞行。我们的研究旨在通过开发一种基于势场理论和使用InSAR测量的火山区三维地面位移场重建新方法来克服这一限制。本文对该方法进行了理论论证,并通过在弹性条件下重建三维地面位移场的综合试验证明了该方法的有效性。然后,我们提供了与2018年塞拉内格拉火山(厄瓜多尔加拉帕戈斯群岛)喷发相关的三维地面位移时间序列。分析表明,南北最大位移速率从喷发前早期的40 cm/yr增加到喷发前的70 cm/yr。通过与全球导航卫星系统测量结果的比较,验证了我们的结果的可靠性。我们的方法是创新的,代表了火山源调查和建模的有用工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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