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A University of Houston scientist helps reveal the world’s weakest bridges—and find out how to repair them earlier than it is too late. In a examine of 744 bridges throughout the globe, published in Nature Communications, Pietro Milillo and a world group discovered that constructions in North America are within the poorest situation, adopted by these in Africa. Their resolution might change how infrastructure is protected worldwide: monitoring bridge stability from area to detect issues earlier than they turn into disasters.
The grim bridge information correlates with the age of the bridges, as there was a peak in North American bridge development within the Nineteen Sixties, that means many of those bridges are close to or past their design lives. The resolution—to make use of spaceborne monitoring of bridges by way of Synthetic Aperture Radar—gives steadily acquired, high-resolution imagery with world protection and in depth historic archives.
“Our research shows that spaceborne radar monitoring could provide regular oversight for more than 60% of the world’s long-span bridges,” mentioned Milillo, co-author of the examine and an affiliate professor of civil and environmental engineering at UH.
“By integrating satellite data into risk frameworks, we can significantly lower the number of bridges classified as high-risk, especially in regions where installing traditional sensors is too costly,” he mentioned.
The worldwide group, together with Dominika Malinowska, Delft University of Technology (TU Delft) and the University of Bath; Cormac Reale and Chris Blenkinsopp (University of Bath), and Giorgia Giardina (TU Delft), used a distant sensing method referred to as Multi-Temporal Interferometric Synthetic Aperture Radar (MT-InSAR).
The researchers revealed it will probably complement conventional inspections by detecting millimeter-scale displacement brought on by slow-moving phenomena like landslides or subsidence or detecting anomalies throughout spatially in depth areas.
Bridges are among the many most weak components of the transportation networks, but conventional monitoring has limitations. In-person visible inspections might be subjective and costly, whereas inspectors might miss indicators of early deterioration between typical bi-yearly inspection cycles.
Structural Health Monitoring (SHM) sensors supply a cheaper resolution, however their implementation stays restricted primarily to newer bridges and particular concern instances, with the examine confirming that they’re put in on fewer than 20% of the world’s long-span bridges.
This leaves a major hole within the understanding of the structural situation of bridges.
An answer from the skies
“Remote sensing offers a complement to SHM sensors, can reduce maintenance costs, and can support visual inspections, particularly when direct access to a structure is challenging,” mentioned Milillo. “For bridges specifically, MT-InSAR allows for more frequent deformation measurements across the entire infrastructure network, unlike traditional inspections, which typically occur only a few times per year and require personnel on the ground.”
Said Malinowska, “While using MT-InSAR to monitor bridges is well-established in academic circles, it has yet to be routinely adopted by the authorities and engineers responsible for them. Our work provides the global-scale evidence showing this is a viable and effective tool that can be deployed now.”
Researchers discovered that incorporating information from MT-InSAR, significantly pixels with steady scattering properties referred to as persistent scatterers (PS), into threat assessments supplies extra correct threat registers by way of uncertainty discount, enabling higher threat prioritization and upkeep planning.
The methodology proposed by this worldwide analysis group integrates the provision of monitoring from each SHM sensors and satellites just like the European Space Agency’s Sentinel-1 or the not too long ago launched NASA NISAR right into a bridge’s structural vulnerability rating.
By offering extra frequent updates than typical visible inspections, this mixed monitoring method reduces uncertainty a couple of bridge’s present situation, resulting in extra correct threat classification.
More data:
Dominika Malinowska et al, Global geo-hazard threat evaluation of long-span bridges enhanced with InSAR availability, Nature Communications (2025). DOI: 10.1038/s41467-025-64260-x
Citation:
International group exposes weak spot in bridges worldwide—North American and African bridges most in danger (2025, October 14)
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