遥感信息2024,Vol.39Issue(1) :104-111.DOI:10.20091/j.cnki.1000-3177.2024.01.013

基于DS-InSAR的西南某电站库区形变监测及滑坡体识别

DS-InSAR-based Deformation Monitoring and Landslide Identification in Reservoir Area of A Power Station in Southwest China

董玉娟 左小清 李勇发 张荐铭 陈科
遥感信息2024,Vol.39Issue(1) :104-111.DOI:10.20091/j.cnki.1000-3177.2024.01.013

基于DS-InSAR的西南某电站库区形变监测及滑坡体识别

DS-InSAR-based Deformation Monitoring and Landslide Identification in Reservoir Area of A Power Station in Southwest China

董玉娟 1左小清 1李勇发 1张荐铭 1陈科2
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作者信息

  • 1. 昆明理工大学国土资源工程学院,昆明 650093
  • 2. 中国电建集团昆明勘测设计研究院有限公司,昆明 650041
  • 折叠

摘要

针对中国西南部水电站及其周边区域存在形变及滑坡隐患的问题,提出一种联合DS-InSAR技术和空间聚类的分析方法.采用DS-InSAR技术获取了澜沧江流域的某水电站及其库区的时序形变,并利用GPS监测数据对比验证.在此基础上,利用空间聚类方法绘制 了滑坡多边形,识别 了库区的潜在滑坡体.结果表明,DS-InSAR监测与GPS点的监测值误差范围为-4.73~4.33 mm/a,水电站大坝表面整体存在不同程度的形变特征.沿水流方向,库岸两侧呈现顺坡向形变的趋势.结合空间聚类统计方法成功识别出6处具有突出形变特征的区域,其中4处为古滑坡.该研究成果可为水利工程的稳定运行和地质灾害的预防提供依据,为识别、排查水电站及库区存在的安全隐患提供参考.

Abstract

Aiming at the problems of deformation and landslide hazards in hydropower stations and their surrounding areas in southwest China,this paper proposes an analysis method that combines DS-InSAR technology and spatial clustering.In this paper,the DS-InSAR technique is used to obtain the time series deformation of a hydropower station and its reservoir area in the Lancang river basin,and the GPS monitoring data are used for comparison and verification.On this basis,the spatial clustering method is utilized to draw landslide polygons and identify potential landslides in the reservoir area.The results show that the error range of the monitoring values between DS-InSAR monitoring and GPS points is-4.73~4.33 mm/a,and the overall surface of the hydropower dam has different degrees of deformation characteristics.Along the direction of water flow,both sides of the reservoir bank show a tendency of deformation in the downslope direction.Combined with the spatial clustering statistical method,six areas with prominent deformation characteristics are successfully identified,of which four are ancient landslides.The results of this research can provide a basis for the stable operation of water conservancy projects and the prevention of geologic disasters,and provide a reference for identifying and investigating the potential safety hazards existing in hydropower stations and reservoir areas.

关键词

DS-InSAR/水电站/形变监测/滑坡识别/聚类分析

Key words

DS-InSAR/hydropower station/deformation monitoring/landslide identification/cluster analysis

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基金项目

国家自然科学基金(42161067)

云南省科技重大专项(202202AD080010)

出版年

2024
遥感信息
科学技术部国家遥感中心,中国测绘科学研究院

遥感信息

CSTPCDCSCD北大核心
影响因子:0.712
ISSN:1000-3177
被引量1
参考文献量19
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