基于 TS-InSAR 技术的河南省北部城市下沉监测分析

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-09 DOI:10.1155/2024/1190407
Huabin Chai, Yahui Ding, Jibiao Hu, Sijia Geng, Pengju Guan, Hui Xu, Yuqiao Zhao, Mingtao Xu
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引用次数: 0

摘要

土地沉降的长期性和普遍性是影响城市景观可持续发展的关键因素。深入了解豫北平原土地沉陷的时空演变特征,对于减轻潜在的城市地质灾害具有重要意义。本研究致力于弥补河南省北部平原城市持久变形时空演变特征信息的不足。为此,作者利用通过持久散射体干涉合成孔径雷达(PS-InSAR)技术处理的哨兵-1A 雷达数据,阐明了广阔的 24 个场景覆盖研究区域内地面变形的分布模式和时间演化特征。实证研究结果表明,在整个监测期间,安阳、濮阳和鹤壁的地表变形明显。从空间上看,研究区域的地面沉降主要集中在城市的郊区外围,其中鹤壁和濮阳的最大地面沉降率超过每年 25 毫米。从时间上看,地面沉降主要发生在秋冬季节,而春夏季地面沉降相对稳定,并伴有轻微的地面抬升。为了纠正水准测量数据与 PS-InSAR 监测数据之间的空间差异,本试验对 PS-InSAR 监测数据采用了平均化程序,然后将其与水准测量数据进行比较分析。此外,通过将奇异谱分析(SSA)方法与时间序列变形模型相结合,本研究旨在全面了解 PS-InSAR 监测结果所体现的时间动态,同时阐明影响观测到的变形的因素。分析结果表明,通过 PS-InSAR 技术得出的监测结果的均方根误差为 ±12.9 毫米,标准偏差为 ±13.31 毫米。这些统计指标为 PS-InSAR 监测数据的精确性和一致性提供了宝贵的见解。通过对研究区域内的现场数据和历史遥感图像进行比较研究,我们发现地下水的过度开采和地表工程的扩张是造成研究区域土地沉降的主要原因。因此,本实验为缓解研究区域内的城市地面沉降提供了重要参考。
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Monitoring Analysis of Urban Subsidence in Northern Henan Province Based on TS-InSAR Technology
The protracted and pervasive incidence of land subsidence emerges as a pivotal factor exerting a substantial impact on the sustainable development of urban landscapes. A nuanced comprehension of the spatiotemporal evolution characteristics of land subsidence within the Northern Henan Plain assumes paramount significance in the context of mitigating potential urban geological disasters. This study endeavors to redress the deficiency in information concerning the temporal and spatial evolution characteristics of enduring deformation in cities within the northern plain of Henan Province. To this end, the authors leveraged Sentinel-1A radar data processed through persistent scatterer interferometric synthetic aperture radar (PS-InSAR) technology to elucidate the distribution patterns of ground deformation and temporal evolution characteristics within the expansive 24-scene coverage research area. Empirical findings illuminate conspicuous surface deformation in Anyang, Puyang, and Hebi throughout the monitoring period. Spatially, land subsidence in the study area predominantly clusters in the suburban peripheries of the cities, with Hebi and Puyang registering a maximum subsidence rate exceeding 25 mm per annum. Temporally, land subsidence manifests predominantly during autumn and winter, whereas spring and summer display relatively stable land subsidence interspersed with a slight ground uplift. In order to rectify the spatial disparities observed between leveling data and PS-InSAR monitoring data, this experiment employed an averaging procedure on the PS-InSAR monitoring data, subsequently subjecting it to comparative analysis with the leveling data. Additionally, through the integration of the singular spectrum analysis (SSA) method and the time series deformation model, this study aspires to attain a comprehensive understanding of the temporal dynamics manifested in the PS-InSAR monitoring outcomes, while concurrently elucidating the factors influencing the observed deformations. Ultimately, this analysis discloses that the monitoring outcomes derived via PS-InSAR technology exhibit a root mean square error of ±12.9 mm and a standard deviation of ±13.31 mm. These statistical metrics furnish valuable insights into the precision and consistency of the PS-InSAR monitoring data. Drawing upon a comparative scrutiny of on-site data and historical remote sensing imagery within the study area, it has been discerned that excessive groundwater extraction and expansive surface engineering initiatives stand as the principal instigators of land subsidence in the research domain. Consequently, this experiment assumes the role of a salient reference for the mitigation of urban ground subsidence within the study area.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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