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New DAS dataset aids submarine cable protection research

By PulseAugur Editorial · [1 sources] ·

Researchers have introduced a new dataset called Marlinks-NS DAS, designed to aid in the protection of submarine cables. This dataset comprises processed distributed acoustic sensing (DAS) measurements and AIS-derived vessel information, collected over ten days from a segment of a fiber-optic cable in the North Sea. It includes over 74,000 labeled data instances with spectral-energy features and vessel distance metadata, supporting two machine-learning tasks: vessel detection and distance estimation. AI

IMPACT This dataset could advance the development of AI-driven monitoring systems for critical underwater infrastructure.

RANK_REASON The cluster contains a new academic paper detailing a dataset for a specific research task. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.LG →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New DAS dataset aids submarine cable protection research

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COVERAGE [1]

  1. arXiv cs.LG TIER_1 English(EN) · Erick Eduardo Ramirez-Torres, Javier Macias-Guarasa, Daniel Pizarro, Javier Tejedor, Sira Elena Palazuelos-Cagigas, Pedro J. Vidal-Moreno, Mar\'ia R. Fern\'andez-Ruiz, Sonia Martin-Lopez, Miguel Gonzalez-Herraez, Roel Vanthillo ·

    A Distributed Acoustic Sensing Dataset for Vessel Detection and Localization in Submarine Cable Protection

    arXiv:2607.28306v1 Announce Type: cross Abstract: Recent incidents of accidental damage and suspected sabotage to submarine telecommunication and power cables, particularly in the Baltic Sea, have underscored their vulnerability and the need for continuous monitoring solutions. D…

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