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首页> 外文期刊>Remote Sensing >PS-InSAR Analysis of Sentinel-1 Data for Detecting Ground Motion in Temperate Oceanic Climate Zones: A Case Study in the Republic of Ireland
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PS-InSAR Analysis of Sentinel-1 Data for Detecting Ground Motion in Temperate Oceanic Climate Zones: A Case Study in the Republic of Ireland

机译:用于检测温带海洋气候区中地面运动的Sentinel-1数据的PS-InSAR分析:以爱尔兰共和国为例

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摘要

Regions of temperate oceanic climate have historically represented a challenge for the application of satellite-based multi-temporal SAR interferometry. The landscapes of such regions are commonly characterized by extensive, seasonally-variable vegetation coverage that can cause low temporal coherence and limit the detection capabilities of SAR imagery as acquired, for instance, by previous ERS-1/2 and ENVISAT missions. In this work, we exploited the enhanced resolution in space and time of the recently deployed Sentinel-1A/B SAR satellites to detect and monitor ground motions occurring in two study areas in the Republic of Ireland. The first, is a ~1800 km 2 area spanning the upland karst of the Clare Burren and the adjacent mantled lowland karst of east Galway. The second, is an area of 100 km 2 in Co. Meath spanning an active mine site. The available datasets, consisting of more than 100 images acquired in both ascending and descending orbits from April 2015 to March 2018, were processed by using the Permanent Scatterer approach. The obtained results highlight the presence of small-scale ground motions in both urban and natural environments with displacement rates along the satellite line of sight up to ?17 mm/year. Localized subsidence was detected in recently built areas, along the infrastructure (both roads and railways), and over the mine site, while zones of subsidence, uplift, or both, have been recorded in a number of peatland areas. Furthermore, several measured target points indicate the presence of unstable areas along the coastline. Many of the detected movements were previously unknown. These results demonstrate the feasibility of adopting multi-temporal interferometry based on Sentinel-1 data for the detection and monitoring of mm-scale ground movements even over small areas (100 m 2 ) in environments influenced by temperate oceanic climate.
机译:从历史上看,温带海洋气候地区代表了基于卫星的多时相SAR干涉仪应用的挑战。这些区域的景观通常以广泛的,季节性变化的植被覆盖为特征,这可能导致较低的时间连贯性并限制SAR图像的探测能力,例如以前的ERS-1 / 2和ENVISAT任务所获得的探测能力。在这项工作中,我们利用了最近部署的Sentinel-1A / B SAR卫星在空间和时间上的增强分辨率,来检测和监视爱尔兰共和国两个研究区域中发生的地面运动。第一个是约1800 km 2的区域,横跨克莱尔·布伦(Clare Burren)的高地喀斯特和东戈尔韦东部的毗邻的覆盖低地喀斯特。第二个是位于米斯(Co. Meath)的100 km 2区域,横跨活跃的矿区。使用永久散射方法处理了从2015年4月到2018年3月在上升和下降轨道上采集的100多个图像的可用数据集。获得的结果表明,在城市和自然环境中均存在小规模地面运动,沿卫星视线的位移速率高达每年17毫米。在最近建成的地区,基础设施沿线(公路和铁路)以及矿场上方发现了局部沉降,而在许多泥炭地地区都记录了沉降区,隆升区或两者兼有。此外,几个测量的目标点表明沿海岸线存在不稳定区域。以前未知的许多检测到的运动。这些结果证明了采用基于Sentinel-1数据的多时相干涉测量技术的可行性,即使在受温带海洋性气候影响的环境中,即使在小范围(<100 m 2)上,毫米级地面运动也都可以检测和监测。

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