Nationwide urban ground deformation in Japan for 15 years detected by ALOS and Sentinel-1

IF 3.5 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Yu Morishita, Ryu Sugimoto, Ryosuke Nakamura, Chiaki Tsutsumi, Ryo Natsuaki, Masanobu Shimada
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引用次数: 0

Abstract

InSAR time series analysis has become a major tool for nationwide land deformation monitoring. Sentinel-1 SAR data have enabled us to measure and monitor ground deformation globally with high accuracy and resolution through InSAR time series analysis, due to its constant and frequent global coverage and open data policy since 2014. Although several datasets from previous SAR satellites were available before Sentinel-1, such comprehensive deformation monitoring was not performed due to several limitations such as data quality, analysis technique, data policy, and processing capacity at that time. However, since a large amount of ALOS InSAR products and an open-source InSAR time series analysis tool LiCSBAS have become openly and freely available, we can easily derive the deformation from 2006 to 2011 by using them. In this study, we detected the deformation time series and velocity in all major urban areas in Japan from 2006 to 2011 and compared the results with the deformation from 2014 to 2020 detected by Sentinel-1 data. The two deformation datasets with different time periods revealed various 15-year deformation histories, such as long-term constant subsidence in Tomakomai and Niigata, changes in deformation areas and/or velocities in Hirosaki, Kujyukuri, Kanazawa, and Matsushiro, and appearance or disappearance of deformation in Joso, Yoyogi, and Kyoto. Future abundant and continuous SAR data acquisitions will reveal more long-term deformation transitions and help to understand the details of the mechanisms.

Abstract Image

利用ALOS和Sentinel-1探测日本15年来全国城市地面变形
InSAR时间序列分析已成为全国陆地变形监测的主要工具。由于Sentinel-1自2014年以来持续频繁的全球覆盖和开放的数据政策,使我们能够通过InSAR时间序列分析,以高精度和高分辨率测量和监测全球地面变形。虽然在Sentinel-1之前已有多个SAR卫星的数据集,但由于当时的数据质量、分析技术、数据策略和处理能力等方面的限制,没有进行这种全面的变形监测。然而,由于大量的ALOS InSAR产品和开源InSAR时间序列分析工具LiCSBAS已经公开和免费提供,我们可以很容易地通过使用它们来获得2006年至2011年的变形。本研究对2006 - 2011年日本各主要城市地区的变形时间序列和速度进行了检测,并与Sentinel-1数据检测的2014 - 2020年的变形进行了比较。两个不同时间段的变形数据揭示了不同的15年变形历史,如富前和新泻地区的长期持续沉降,广崎、久久栗、金泽和松hiro地区的变形面积和/或速度变化,Joso、代代木和京都地区的变形出现或消失。未来丰富和连续的SAR数据采集将揭示更多的长期变形转变,并有助于了解机制的细节。
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来源期刊
Progress in Earth and Planetary Science
Progress in Earth and Planetary Science Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
6.50
自引率
5.10%
发文量
59
审稿时长
31 weeks
期刊介绍: Progress in Earth and Planetary Science (PEPS), a peer-reviewed open access e-journal, was launched by the Japan Geoscience Union (JpGU) in 2014. This international journal is devoted to high-quality original articles, reviews and papers with full data attached in the research fields of space and planetary sciences, atmospheric and hydrospheric sciences, human geosciences, solid earth sciences, and biogeosciences. PEPS promotes excellent review articles and welcomes articles with electronic attachments including videos, animations, and large original data files. PEPS also encourages papers with full data attached: papers with full data attached are scientific articles that preserve the full detailed raw research data and metadata which were gathered in their preparation and make these data freely available to the research community for further analysis.
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