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Monitoring landslide-induced deformation with TerraSAR-X Persistent Scatterer Interferometry (PSI) : Gimigliano case study in Calabria Region (Italy)

机译:使用TerrasaR-X持续散射干涉测量法(psI)监测滑坡引起的变形:Gimigliano在卡拉布里亚地区(意大利)的案例研究

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摘要

Landslide phenomena represent a major geological hazard worldwide, threatening human lives and settlements, especially in urban areas where the potential socio-economic losses and damages are stronger because of the higher value of the element at risk exposure and vulnerability. The impact of these natural disasters in highly populated and vulnerable areas can be reduced or prevented by performing a proper detection of such ground movements, in order to support an appropriate urban planning. Mapping and monitoring of active landslides and vulnerable slopes can greatly benefit from radar satellite data analysis, due to the great cost-benefits ratio, non-invasiveness and high precision of remote sensing techniques. This work illustrates the potential of Persistent Scatterer Interferometry (PSI) using X-band SAR (Synthetic Aperture Radar) data for a detailed detection and characterization of landslide ground displacements at local scale. PSI analysis is a powerful tool for mapping and monitoring slow surface displacements, just particularly in built-up and urbanized areas where many radar benchmarks (the PS, Persistent Scatterers) are retrieved. We exploit X-band radar data acquired from the German satellite TerraSAR-X on Gimigliano site located in Calabria Region (Italy). The use of TerraSAR-X imagery significantly improves the level of detail of the analysis and extends the applicability of space-borne SAR interferometry to faster ground movements, due to higher spatial resolutions (up to 1 m), higher PS targets density and shorter repeat cycles (11 days) of X-band satellites with respect to the medium resolution SAR sensors, such as ERS1/2, ENVISAT and RADARSAT1/2. 27 SAR scenes were acquired over a 116.9 Km2 extended area from the satellite TerraSAR-X in Spotlight mode, along descending orbits, with a look angle of 34°, from November 2010 to October 2011. The images were processed by e-GEOS with the Persistent Scatterers Pairs (PSP) technique, providing the estimation of annual velocities of LOS (Line Of Sight) ground displacements and related deformation time series for the whole acquisition period. The methodology performed is based on the integration of recent radar PS data in X-band with historical SAR archives derived from ERS1/2 and ENVISAT data in C-band, and with geological and geomorphological evidences resulting from the existing auxiliary data (e.g. landslide databases, thematic maps and aerial orthophotos), finally validated with field checks and in situ observations in the study area. This operative procedure led to the detailed study of the spatial distribution and temporal evolution of ground movements phenomena in Gimigliano site. The outcomes of this work represent a valuable example of detection and characterization of landslide-induced phenomena identified in detail by PSI analysis in X-band at local scale. This approach showed that PSI technique has the potential to improve the quality and timeliness of landslide inventories and consequently help for the implementation of best strategies for risk mitigation and urban-environmental design. This work was carried out within the SAFER (Services and Applications For Emergency Response) project, funded by the European Commission within the 7th Framework Programme under the Global Monitoring for Environment and Security (EC GMES FP7) initiative.
机译:滑坡现象在世界范围内代表着重大的地质灾害,威胁着人类的生命和定居,特别是在城市地区,这些城市的潜在社会经济损失和损害更强,因为处于危险中的元素和脆弱性的价值更高。通过对地面活动进行适当的检测,以支持适当的城市规划,可以减少或防止这些自然灾害在人口稠密和脆弱地区的影响。雷达卫星数据分析可极大地受益于活动滑坡和易滑坡的测绘和监测,这是因为其巨大的成本效益比,无创性和遥感技术的高精度。这项工作说明了使用X波段SAR(合成孔径雷达)数据进行永久散射体干涉测量(PSI)的潜力,可以在局部范围内对滑坡地面位移进行详细检测和表征。 PSI分析是用于绘制和监视缓慢的表面位移的强大工具,尤其是在已获取许多雷达基准(PS,持久散射体)的建成区和城市化地区。我们利用从位于意大利卡拉布里亚地区Gimigliano站点的德国卫星TerraSAR-X获得的X波段雷达数据。 TerraSAR-X影像的使用显着提高了分析的详细程度,并由于更高的空间分辨率(高达1 m),更高的PS目标密度和更短的重复时间,将星载SAR干涉术的适用性扩展到了更快的地面运动。 X波段卫星相对于中等分辨率SAR传感器(例如ERS1 / 2,ENVISAT和RADARSAT1 / 2)的周期(11天)。从2010年11月至2011年10月,在Spotlight模式下,从TerraSAR-X卫星沿下降轨道以34°的视角捕获了276.9平方公里的SAR场景。图像由e-GEOS使用持久散射对(PSP)技术,可估计整个采集期间LOS(视线)地面位移的年速度和相关的变形时间序列。所采用的方法是基于X波段的最新雷达PS数据与ERS1 / 2的历史SAR档案和C波段的ENVISAT数据的整合,以及现有辅助数据(例如滑坡数据库)产生的地质和地貌证据的整合,专题图和航拍正射影像),最后通过研究区域的现场检查和现场观察进行了验证。该操作程序导致对Gimigliano场地中地面运动现象的空间分布和时间演变的详细研究。这项工作的成果代表了检测和表征滑坡引起的现象的有价值的例子,该现象通过局部区域X波段的PSI分析得以详细确定。这种方法表明,PSI技术具有提高滑坡清单质量和及时性的潜力,因此有助于实施减轻风险和城市环境设计的最佳策略。这项工作是在SAFER(紧急响应的服务和应用程序)项目中进行的,该项目由欧洲委员会在全球环境与安全监控(EC GMES FP7)倡议下的第七框架计划的资助下进行。

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