Urban sensing using existing fiber-optic networks
Author(s)
Liu, Jingxiao; Li, Haipeng; Noh, Hae Young; Santi, Paolo; Biondi, Biondo; Ratti, Carlo; ... Show more Show less
DownloadPublished version (6.251Mb)
Publisher with Creative Commons License
Publisher with Creative Commons License
Creative Commons Attribution
Terms of use
Metadata
Show full item recordAbstract
The analysis of urban seismic signals offers valuable insights into urban environments and society. Yet, accurate detection and localization of seismic sources on a city-wide scale with conventional seismographic network is unavailable due to the prohibitive costs of ultra-dense seismic arrays required for imaging high-frequency anthropogenic sources. Here, we leverage existing fiber-optic networks as a distributed acoustic sensing system to accurately locate urban seismic sources and estimate how their intensity varies over time. By repurposing a 50-kilometer telecommunication fiber into an ultra-dense seismic array, we generate spatiotemporal maps of seismic source power (SSP) across San Jose, California. Our approach overcomes the proximity limitations of urban seismic sensing, enabling accurate localization of remote seismic sources generated by urban activities, such as traffic, construction, and school operations. We also show strong correlations between SSP values and environmental noise levels, as well as various persistent urban features, including land use patterns and demographics.
Date issued
2025-03-31Department
Senseable City LaboratoryJournal
Nature Communications
Publisher
Springer Science and Business Media LLC
Citation
Liu, J., Li, H., Noh, H.Y. et al. Urban sensing using existing fiber-optic networks. Nat Commun 16, 3091 (2025).
Version: Final published version