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Global geo-hazard risk assessment of long-span bridges enhanced with InSAR availability

Malinowska, Dominika and Milillo, Pietro and Reale, P. and Blenkinsopp, C. and Giardina, Giorgia (2025) Global geo-hazard risk assessment of long-span bridges enhanced with InSAR availability. Nature Communications. Nature Publishing Group. doi: 10.1038/s41467-025-64260-x. ISSN 2041-1723.

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Abstract

While a geo-hazard risk assessment of bridges is crucial for achieving the United Nations’ Sustainable Development Goals, state-of-the-art methods for evaluation of risk neglect the temporal dimension of structural vulnerability, overlooking how monitoring systems like Structural Health Monitoring sensors and Multi-Temporal Interferometric Synthetic Aperture Radar can continuously track bridge conditions. Moreover, despite Structural Health Monitoring systems being sparsely installed, no research has quantified the global potential of this spaceborne radar-based technique as a complementary monitoring solution for bridges. This study introduces a method that integrates monitoring availability into structural vulnerability assessments and evaluates the global risk of long-span bridges affected by subsidence and landslides. Findings revealed that while fewer than 20% of bridges have Structural Health Monitoring systems, spaceborne monitoring could provide monitoring for over 60% of structures, leveraging Sentinel-1’s global coverage. Incorporating this satellite remote sensing approach into routine assessments could decrease the number of bridges classified as high-risk by one-third. Moreover, half of the remaining high-risk structures could benefit from spaceborne monitoring, highlighting the technique’s potential to enhance structural safety and resilience, especially in economically disadvantaged regions.

Item URL in elib:https://elib.dlr.de/218660/
Document Type:Article
Title:Global geo-hazard risk assessment of long-span bridges enhanced with InSAR availability
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Malinowska, DominikaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Milillo, PietroUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Reale, P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Blenkinsopp, C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Giardina, GiorgiaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2025
Journal or Publication Title:Nature Communications
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.1038/s41467-025-64260-x
Publisher:Nature Publishing Group
ISSN:2041-1723
Status:Published
Keywords:geo-hazard, risk assessment, InSAR, Sentinel-1
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - AI4SAR
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute
Microwaves and Radar Institute > Spaceborne SAR Systems
Deposited By: Rizzoli, Paola
Deposited On:12 Nov 2025 18:42
Last Modified:14 Nov 2025 12:52

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