基于SBAS-INSAR技术的山区地表三维变形场监测及影响因素分析(天津)

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Jun Shang, Mingyang Wang, Xin Wang, Mengyao Yang, Yifan Wu, Wangze Du
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引用次数: 0

摘要

合成孔径雷达干涉测量(InSAR)技术已成为减少和预防灾害的关键方法,提供前所未有的全天候作战能力和广泛的空间覆盖,有效解决了传统探测方法的局限性。尽管传统时间序列InSAR方法存在时空相干性的固有挑战,但小基线子集InSAR (SBAS-InSAR)技术通过显著降低相干性相关的不确定性和提高测量精度,提供了一种复杂的解决方案。虽然现有研究主要集中在城市环境,但本研究利用2018年1月至2022年5月期间Sentinel-1A和1B单视复星(SLC)的上升和下降轨道数据,独特地解决了山区地形变形监测的研究空白。通过对天津北部山区地面沉降的综合分析,揭示了地表多向变形特征,并对GNSS Kriging插值数据进行了验证,结果显示垂直方向和东西方向的均方根误差分别为5.74 mm和5.09 mm。调查结果显示,受大型工程活动、地形条件和降水模式的影响,茅家峪滑坡区南北最大变形量为54.62 mm,茅家峪和桃丝滑坡区垂直累计变形量分别为21.10 mm和- 10.31 mm。这些结果证实了InSAR技术在监测山区地表变形方面的有效性,为区域地质灾害预防和减灾战略提供了重要见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Three-dimensional surface deformation field monitoring and influencing factors analysis in mountainous areas based on SBAS-INSAR technology (Tianjin, China).

Three-dimensional surface deformation field monitoring and influencing factors analysis in mountainous areas based on SBAS-INSAR technology (Tianjin, China).

Three-dimensional surface deformation field monitoring and influencing factors analysis in mountainous areas based on SBAS-INSAR technology (Tianjin, China).

Three-dimensional surface deformation field monitoring and influencing factors analysis in mountainous areas based on SBAS-INSAR technology (Tianjin, China).

Synthetic aperture radar interferometry (InSAR) technology has emerged as a critical methodology for disaster reduction and prevention, offering unprecedented all-weather operational capabilities and extensive spatial coverage that effectively address the limitations of traditional detection methods. Despite the inherent challenges of temporal and spatial coherence in conventional time-series InSAR approaches, the small baseline subset InSAR (SBAS-InSAR) technique presents a sophisticated solution by significantly mitigating coherence-related uncertainties and enhancing measurement precision. While existing research predominantly focuses on urban environments, this study uniquely addresses the research gap in mountainous terrain deformation monitoring by utilizing Sentinel-1A and 1B single-look complex (SLC) data from ascending and descending orbits between January 2018 and May 2022. The comprehensive analysis of land subsidence in northern Tianjin's mountainous region revealed multi-directional surface deformation characteristics, with validation against GNSS Kriging interpolation data demonstrating root mean square errors of 5.74 mm and 5.09 mm in vertical and east-west directions, respectively. The investigation exposed predominantly horizontal deformation influenced by large-scale engineering activities, topographic conditions, and precipitation patterns, with notable findings including a maximum north-south deformation of 54.62 mm in the Maojiayu landslide area and vertical cumulative deformations of 21.10 mm and - 10.31 mm in Maojiayu and Taoosi landslide areas. These results substantiate the efficacy of InSAR technology in monitoring surface deformation in mountainous regions, offering critical insights for regional geological disaster prevention and mitigation strategies.

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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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