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IA-2026-0035

Fishing Detection Non traduit

Pilote Politiques stratégiques

Description de l'initiative Non traduit

The goal is to use vessel movement behaviour in the form of AIS data to predict whether a vessel is currently engaged in fishing activity. AIS data is available to the department in near real-time from AIS transponders equipped on vessels. An automated system that can indicate to fishery officers when and where vessels are likely engaged in fishing activities will support better monitoring of compliance with regulations such as conformance with conditions in fishing licenses and in marine protected areas. Due to limited capacity and lengthy processes to manually review and distill data sources, fishery officers cannot fully monitor all vessels under present circumstances. This AI-supported system would help to increase monitoring coverage for fishery officers. Spatial processing: The vast amounts of geographically-referenced AIS transmissions from vessels must be refined to spatiotemporal areas of interest prior to feature engineering for input to the machine learning model. Appropriate spatial processing can support achieving this in a timely manner, particularly when near real-time processing is of interest. However, given the availability of the AIS pipeline, this processing is more appropriate to be performed by the pipeline than within the analytics environment for this use case. The fishing detection system would use the AIS pipeline API and would received data which has already been refine to the relevant spatial extents.

Alignement stratégique

  • —

Contacts

Expert en la matière
Croft, Lee

Cycle de vie

  1. Idéation

    État de l'étape : Terminée

    28 août 2026 28 août 2026

  2. Évaluation

    État de l'étape : Non applicable

  3. Approuvée

    État de l'étape : Non applicable

  4. Développement

    État de l'étape : Non applicable

  5. Pilote

    État de l'étape : En cours

    28 août 2026

  6. Production

    État de l'étape : À venir

  7. Archivée

    État de l'étape : À venir

Calendrier de cette initiative

  • Réalisé
  • En cours
  • Prévu
  • Non applicable
  • Aujourd'hui
août 26
Journal des modifications (12 entrées)

Historique public des événements structurants de cette initiative. Les échanges internes de l'équipe n'y figurent pas.

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