Study on the spatial distribution pattern of correlation between surface deformation and reservoir water level in the Three Gorges Reservoir area

IF 5.8 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL
Hongwei Sang, Dan Zhang, Chengcheng Zhang, Chuanjie Xi, Ke Fang, Bin Shi, Ling Chang
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引用次数: 0

Abstract

The deformation characteristics of landslides in the Three Gorges Reservoir area have been proven to be closely related to periodic reservoir water level fluctuations and seasonal rainfall. However, most past studies have focused on the deformation characteristics of a single landslide that occurred on the reservoir bank and the influence pattern of reservoir water level. The spatial influence characteristics of reservoir water level need further analysis. To do so, we used multi-temporal InSAR monitoring technology with the Sentinel-1A images acquired between 2017 and 2019 to generate hillslope deformation time series data at the front edge of the Three Gorges Reservoir area. By conducting Pearson correlation coefficient analysis on the deformation and reservoir water level, it was found that in space, the slope units closer to the reservoir have a more significant response to the negative correlation with the reservoir water level: Within 2 km of the reservoir, the response relationship is the best, gradually weaken in turn, and is almost marginal at and beyond about 7 km. Meanwhile, the analysis between seasonal rainfall and relative deformation also reflects that the reservoir water level is the main controlling factor of hillslope deformation in the reservoir area. In short, the reservoir water level parameter does not have spatial attributes that are reflected in space using the Pearson correlation coefficient, supplementing a new reference index for stability analysis of landslides in the reservoir area, which is of great value for risk analysis in the reservoir area.

Abstract Image

三峡库区地表变形与水库水位相关性空间分布模式研究
实践证明,三峡库区滑坡的变形特征与水库水位的周期性波动和季节性降雨密切相关。但是,以往的研究大多集中于库岸发生的单体滑坡的变形特征和水库水位的影响规律。水库水位的空间影响特征需要进一步分析。为此,我们利用多时相 InSAR 监测技术,结合 2017 年至 2019 年期间获取的哨兵-1A 图像,生成了三峡库区前缘山坡变形时间序列数据。通过对变形与水库水位进行皮尔逊相关系数分析,发现在空间上,距离水库较近的山坡单元与水库水位负相关响应更为显著:在距水库 2 km 范围内,响应关系最好,依次逐渐减弱,在 7 km 左右及以后几乎没有响应关系。同时,季节降雨量与相对变形之间的分析也反映出水库水位是库区山坡变形的主要控制因素。总之,水库水位参数不具有空间属性,利用皮尔逊相关系数在空间上得到了反映,为库区滑坡稳定性分析补充了一个新的参考指标,对库区风险分析具有重要价值。
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来源期刊
Landslides
Landslides 地学-地球科学综合
CiteScore
13.60
自引率
14.90%
发文量
191
审稿时长
>12 weeks
期刊介绍: Landslides are gravitational mass movements of rock, debris or earth. They may occur in conjunction with other major natural disasters such as floods, earthquakes and volcanic eruptions. Expanding urbanization and changing land-use practices have increased the incidence of landslide disasters. Landslides as catastrophic events include human injury, loss of life and economic devastation and are studied as part of the fields of earth, water and engineering sciences. The aim of the journal Landslides is to be the common platform for the publication of integrated research on landslide processes, hazards, risk analysis, mitigation, and the protection of our cultural heritage and the environment. The journal publishes research papers, news of recent landslide events and information on the activities of the International Consortium on Landslides. - Landslide dynamics, mechanisms and processes - Landslide risk evaluation: hazard assessment, hazard mapping, and vulnerability assessment - Geological, Geotechnical, Hydrological and Geophysical modeling - Effects of meteorological, hydrological and global climatic change factors - Monitoring including remote sensing and other non-invasive systems - New technology, expert and intelligent systems - Application of GIS techniques - Rock slides, rock falls, debris flows, earth flows, and lateral spreads - Large-scale landslides, lahars and pyroclastic flows in volcanic zones - Marine and reservoir related landslides - Landslide related tsunamis and seiches - Landslide disasters in urban areas and along critical infrastructure - Landslides and natural resources - Land development and land-use practices - Landslide remedial measures / prevention works - Temporal and spatial prediction of landslides - Early warning and evacuation - Global landslide database
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