InSAR monitoring of creeping landslides in mountainous regions: A case study in Eldorado National Forest, California

山崩 干涉合成孔径雷达 地质学 遥感 合成孔径雷达 降水 去相关 环境科学 地震学 气象学 地理 计算机科学 算法
作者
Ya Kang,Zhong Lü,Chaoying Zhao,Yuankun Xu,Jin-Woo Kim,Alan J. Gallegos
出处
期刊:Remote Sensing of Environment [Elsevier]
卷期号:258: 112400-112400 被引量:53
标识
DOI:10.1016/j.rse.2021.112400
摘要

Monitoring surface deformation associated with geohazards is a prerequisite for geological disaster prevention. Interferometric synthetic aperture radar (InSAR) has the ability to capture ground deformation of landslides with high precision over a large area. However, in mountainous regions this capability is often limited by decorrelation noise and atmospheric phase artifacts. Over Eldorado National Forest, California, where many landslides need to be monitored and investigated, InSAR images are severely affected by atmospheric noise and the coherence is highly variable throughout the year, challenging InSAR techniques to effectively detect movement of active landslides. In order to obtain reliable measurements, we have designed an interferogram selection method and an InSAR segment processing (SP) technique to improve the deformation measurement. Compared with the traditional non-segment processing (NSP), the SP technique has demonstrated advantages in reducing the impact of atmospheric noise. Our results from both the ascending and descending InSAR datasets based on SP indicate that many landslides along the Highway 50 corridor were creeping at a rate of less than 10 cm/year during the investigation period. We have found that landslide movements in the study region present obvious seasonal patterns. The precipitation and pore-water measurements and our hydrogeological diffusion models suggest that the seasonal movements of these landslides are primarily driven by the pore-water pressures, and the peak deformation of the landslides may occur in the dry season (May to October) due to the time lag of precipitation infiltration. In addition, we have observed subtle upward movement of the landslides after the precipitation begins, which is likely caused by the swelling of clay-rich landslide body due to an increase in the pore pressure. Furthermore, several other localized unstable regions which may contain potential landslide hazards were also detected and mapped in the study area, and their dynamics need further investigation. We conclude that InSAR is capable of detecting slow landslide motions over difficult terrains if associated artifacts in the interferograms are suppressed. InSAR time-series measurements along with hydrogeological models enable us to characterize the time delay between peaks of landslide motions and precipitation.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
王一帆发布了新的文献求助10
2秒前
2022H发布了新的文献求助10
3秒前
4秒前
5秒前
5秒前
maidoudou完成签到,获得积分10
5秒前
汉堡包应助September采纳,获得10
6秒前
6秒前
安静的博发布了新的文献求助10
7秒前
锦鲤完成签到,获得积分10
8秒前
NZH发布了新的文献求助10
9秒前
惠嘟嘟发布了新的文献求助10
11秒前
王一帆完成签到,获得积分10
11秒前
可可发布了新的文献求助10
12秒前
bkagyin应助2022H采纳,获得30
12秒前
12秒前
语安完成签到 ,获得积分10
14秒前
香蕉觅云应助惠嘟嘟采纳,获得10
17秒前
红红完成签到 ,获得积分0
17秒前
biov应助NZH采纳,获得10
18秒前
18秒前
20秒前
小高发布了新的文献求助10
20秒前
tosuto house完成签到 ,获得积分10
24秒前
Willy发布了新的文献求助10
26秒前
26秒前
rururu完成签到,获得积分20
27秒前
凤凰应助体贴樱桃采纳,获得30
28秒前
shadow发布了新的文献求助20
29秒前
31秒前
狮子卷卷完成签到,获得积分10
31秒前
33秒前
rururu发布了新的文献求助10
33秒前
科目三应助YZH采纳,获得10
35秒前
花开发布了新的文献求助10
36秒前
英俊的铭应助cherrychou采纳,获得10
37秒前
Orange应助Willy采纳,获得10
37秒前
还是做不出来么完成签到,获得积分10
39秒前
南上完成签到 ,获得积分10
40秒前
Vincent1990完成签到,获得积分10
40秒前
高分求助中
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
Yuwu Song, Biographical Dictionary of the People's Republic of China 700
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
Sphäroguß als Werkstoff für Behälter zur Beförderung, Zwischen- und Endlagerung radioaktiver Stoffe - Untersuchung zu alternativen Eignungsnachweisen: Zusammenfassender Abschlußbericht 500
少脉山油柑叶的化学成分研究 430
Lung resection for non-small cell lung cancer after prophylactic coronary angioplasty and stenting: short- and long-term results 400
Revolutions 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2452819
求助须知:如何正确求助?哪些是违规求助? 2125070
关于积分的说明 5410630
捐赠科研通 1853993
什么是DOI,文献DOI怎么找? 922092
版权声明 562297
科研通“疑难数据库(出版商)”最低求助积分说明 493297