首页|联合SAR影像相位和幅度信息的多形变量级滑坡监测——以金沙江白格滑坡为例

联合SAR影像相位和幅度信息的多形变量级滑坡监测——以金沙江白格滑坡为例

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近年来,雷达遥感被广泛用于提取滑坡表面的高精度形变信息,所用技术包括基于相位的干涉测量和基于幅度的像素偏移量追踪;然而,大型复杂滑坡的形变量在时间演化以及空间分布上都存在较大差异,单一雷达遥感手段难以实现滑坡形变的全面监测.该文在雷达遥感形变探测能力分析的基础上,提出联合SAR(synthetic aperture Radar)影像的相位和幅度信息进行滑坡的全过程监测.以 2018 年发生的金沙江白格滑坡为例,基于 2014-2021年Sentinel-1 数据和 2014-2018 年ALOS-2 数据,联合时序InSAR(interferometric SAR)分析和时序像素偏移量追踪(pixel offset tracking,POT),获取滑坡灾前灾后时序形变.结果显示白格滑坡灾前后缘的年平均速率在20 mm/a,主滑坡区 2014 年 12 月—2018 年 7 月形变量可达 45 m左右;灾后滑坡逐渐向后缘扩张,年平均形变速率可达 200 mm/a,已经威胁到部分民房.2 种方法的联合可以实现大型复杂滑坡的时空维多形变量级提取.
Monitoring a landslide with a multi-deformation magnitude based on the phase and amplitude information of SAR images:A case study of the Baige landslide in Jinsha River
In recent years,radar remote sensing has been extensively applied to extract high-precision deformation information of landslide surfaces.The techniques used include phase-based interferometry and amplitude-based pixel offset tracking(POT).However,large complex landslides exhibit significantly different deformation magnitudes over the spatio-temporal evolution,complicating the comprehensive monitoring of landslide deformation via single radar remote sensing.Hence,by analyzing the deformation detection capability of radar remote sensing,this study proposed monitoring the whole process of a landslide combined with the phase and amplitude information of synthetic aperture radar(SAR)images.This study investigated the Baige landslide occurring in Jinsha River in 2018 based on Sentinel-1 data from 2014 to 2021 and ALOS-2 data from 2014 to 2018.Combined with time-series interferometric SAR(InSAR)analysis and POT,this study acquired the pre-and post-disaster time-series deformations of the landslide.The results are as follows.Pre-disaster,the trailing edge of the Baige landslide exhibited an average annual rate of 20 mm/a,with deformation of the main landslide area up to about 45 m from December 2014 to July 2018.Post-disaster,the landslide gradually expanded to the trailing edge,with an average annual deformation rate reaching 200 mm/a,threatening the safety of some civilian houses.Therefore,the combined method in this study can achieve the multi-deformation magnitude extraction of large complex landslides from spatio-temporal dimensions.

interferometrypixel offset trackingmulti-deformation magnitudelarge landslide

杨帆、马志刚、文艳、董杰、姜清辉

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武汉大学测绘遥感信息工程国家重点实验室,武汉 430079

四川省国土空间修复与地质灾害防治研究院,成都 610084

武汉大学遥感信息工程学院,武汉 430079

武汉大学土木建筑工程学院,武汉 430079

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干涉测量 像素偏移量追踪 多形变量级 大型滑坡

四川省科技计划国家自然科学基金青年基金

2021JDR039441904001

2024

自然资源遥感
中国国土资源航空物探遥感中心

自然资源遥感

CSTPCD北大核心
影响因子:1.275
ISSN:2097-034X
年,卷(期):2024.36(2)
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