The FMC – Fisheries Monitoring Centre
The transition from a 2-hour reporting interval to a 30-minute interval increases the incoming data flow fourfold.
1. Technological Infrastructure and Real-Time Processing
- Cloud Infrastructure : Many FMCs are migrating toward hybrid or 100% Cloud architectures to manage this increased load without saturating physical servers.
- Real-Time Processing : Database management systems must shift from "batch" mode to "streaming" mode to allow for fluid fleet visualization.
- Absorption Capacity : With four times more data, the primary challenge is the system’s ability to absorb the flux.
- Streaming Analytics : Systems are moving from passive storage to "on-the-fly" analysis.
- Data Lakes : FMCs are moving toward "data lakes" that allow for the massive storage of raw data (VMS, AIS, weather) before it is structured.
- Data Lifecycle : Implementation of "Tiered Storage" strategies : recent data is kept on ultra-fast disks for operational control, while archives spanning several years are moved to low-cost storage for scientific or statistical analysis.
2. Automation and Predictive Analysis
With four times as much data, constant human surveillance becomes impossible without technological assistance.
- Anomaly Detection Algorithms : FMCs are deploying AI tools to automatically identify suspicious behavior, such as entering a forbidden zone, atypical fishing speeds, or potential transshipments.
- Data Correlation (Data Fusion) : The major change lies in data fusion. FMCs no longer rely solely on VMS ; they systematically cross-reference these positions with AIS and Electronic Reporting Systems (ERS) to verify the consistency of declarations.
- Risk Profiling : Systems can now establish a "risk score" for each vessel based on its navigation history and deviations from standard patterns.
- Fishing Pattern Recognition : Deep Learning algorithms can automatically distinguish, based on GPS tracks, whether a vessel is trawling, setting nets, or transiting, thereby reducing false alerts for human operators.
- Satellite Imagery (SAR/Optical) : Big Data facilitates the integration of satellite snapshots to verify if a radar echo matches a declared VMS position.
3. Interoperability and Regional Cooperation
Strengthening fisheries control (notably at the European level with the revision of the Control Regulation) is driving better communication between the FMCs of different countries.
- Secure Data Exchanges : Increased use of the UN/FLUX (United Nations Fisheries Language for Universal eXchange) standard so FMCs can instantly exchange information regarding foreign vessels operating in their waters.
- Resource Sharing : Some countries are considering shared data centers or common platforms to reduce infrastructure costs related to storing these new message frequencies.
4. Adaptation of On-Board Terminals (VMS Units)
FMCs may also need to manage the certification of new beacons.
- Bidirectionality : FMCs increasingly require terminals capable of receiving remote commands, such as modifying the transmission frequency upon request from the center in case of suspected infringement.
- Hybrid Resilience : To guarantee transmission every 30 minutes, FMCs are validating equipment capable of switching between satellite and cellular networks (4G/5G) near the coast to reduce communication costs (according cellular coverage near coasts).
Summary : From Monitoring to Maritime Intelligence
The impact of Big Data transforms FMCs from simple message reception centers into true maritime intelligence hubs. The shift is from classic positioning tracking to a Maritime Big Data challenge.
Calculating speed and direction between closely spaced points (30 min) allows for much greater precision regarding actual activity (fishing vs. transit), though it requires constant computing power for thousands of vessels simultaneously. Ultimately, the technology no longer serves only to know "where the boat is," but to understand and predict "what it is doing".
Visualization and Decision Support
Big Data modifies the user interface within FMCs :
- Dynamic Mapping : Transition from static maps to interactive dashboards capable of displaying heatmaps of fishing effort in real-time.
- Smart Filtering : To avoid overwhelming controllers, the system defaults to displaying only "events" (potential infractions) rather than the mass of normal data.