Ensembling satellite monitoring and numerical cartography towards the safety assessment of infrastructures

IF 2.3 Q2 REMOTE SENSING
Francesca Grassi, Paolo Rossi, Benedetta Brunelli, Francesco Mancini, Cristina Castagnetti, Loris Vincenzi, Elisa Bassoli, Alessandro Capra
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引用次数: 0

Abstract

This paper explores new technologies that can advance the state-of-the-practice in safety assessment and health monitoring of existing infrastructures. In this context, multi-temporal interferometric Synthetic Aperture Radar techniques combined with the use of digital models of infrastructures represent a powerful integration to conventional approaches in the monitoring and assessment of structural safety of infrastructures. Although the interferometric method is widely used for ground deformation investigations, using displacement data from satellite observation in structural monitoring is less investigated. The joint use of multi-frequency satellite radar data provided by the European Space Agency Copernicus project and Italian Space Agency will be explored. The paper introduces the workflow implemented for processing satellite radar data from the X-band COSMO-SkyMed constellation by the Italian Space Agency over the municipality of Modena (Italy). An open-source workflow based on Multi-Temporal Interferometric technique and Persistent Scatterers Interferometry is adopted, enabling the detection of displacements of stable targets and the generation of corresponding time series. Radar data products, derived from the processing of both COSMO-SkyMed and Sentinel-1 data, are analyzed in a Geographic Information System alongside the available geospatial dataset of infrastructures. This approach enables the extraction of displacement components related to the ground and infrastructures. The method’s potential for characterizing infrastructures behaviour is assessed through the analysis of selected case studies. The results aim to establish the foundations for a method capable of assessing infrastructure safety.

卫星监测与数字制图相结合的基础设施安全评价
本文探讨了可以推进现有基础设施安全评估和健康监测现状的新技术。在这种情况下,多时相干涉合成孔径雷达技术与基础设施数字模型的使用相结合,代表了基础设施结构安全监测和评估的传统方法的有力整合。虽然干涉测量法广泛用于地面变形调查,但利用卫星观测的位移数据进行结构监测的研究较少。将探讨联合利用欧洲空间局哥白尼项目和意大利空间局提供的多频卫星雷达数据。本文介绍了意大利航天局在意大利摩德纳市上空处理x波段cosmos - skymed星座卫星雷达数据的工作流程。采用基于多时相干涉技术和持续散射体干涉技术的开源工作流程,检测稳定目标的位移并生成相应的时间序列。雷达数据产品来源于cosmos - skymed和Sentinel-1数据的处理,在地理信息系统中与可用的基础设施地理空间数据集一起进行分析。这种方法可以提取与地面和基础设施相关的位移分量。通过对选定案例研究的分析,评估了该方法表征基础设施行为的潜力。研究结果旨在为一种能够评估基础设施安全的方法奠定基础。
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来源期刊
Applied Geomatics
Applied Geomatics REMOTE SENSING-
CiteScore
5.40
自引率
3.70%
发文量
61
期刊介绍: Applied Geomatics (AGMJ) is the official journal of SIFET the Italian Society of Photogrammetry and Topography and covers all aspects and information on scientific and technical advances in the geomatics sciences. The Journal publishes innovative contributions in geomatics applications ranging from the integration of instruments, methodologies and technologies and their use in the environmental sciences, engineering and other natural sciences. The areas of interest include many research fields such as: remote sensing, close range and videometric photogrammetry, image analysis, digital mapping, land and geographic information systems, geographic information science, integrated geodesy, spatial data analysis, heritage recording; network adjustment and numerical processes. Furthermore, Applied Geomatics is open to articles from all areas of deformation measurements and analysis, structural engineering, mechanical engineering and all trends in earth and planetary survey science and space technology. The Journal also contains notices of conferences and international workshops, industry news, and information on new products. It provides a useful forum for professional and academic scientists involved in geomatics science and technology. Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements
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