The ocean, sensed as a network

Networks of smart buoys with underwater acoustic and environmental sensors, held together by graph neural networks. Built and field-tested on the Atlantic coast.

MAR 2030 Cooptech (CTVC) APDL UPTEC Recuperar Portugal · PRR Co-funded by the
European Union

Many points of hearing, one picture of the sea

Single-point monitoring misses what happens between the instruments. AquaScan treats the whole network as one system: the models learn on the graph itself, and the same models that detect events also predict them.

  1. Surface buoys sense. Sound, temperature, water conditions and imagery of the water column below each float.
  2. The network is a graph. What one buoy senses is interpreted in the context of its neighbours.
  3. GNNs detect and forecast. Events and conditions across the network, in the gaps between nodes, and ahead in time.
sensing footprint event inferred from neighbouring nodes network graph GNN event detection · field reconstruction · bed-change monitoring
An Epsilon One sensor buoy in dark harbour water, port cranes in the background

The future of maritime sensing is distributed.

We launch a temporary network over your water body, record it at metre scale for weeks, and bring the nodes back in. What stays with you is the reliable, granular dataset that environmental studies and digital twins are built on. It is why port authorities trust us to bring them the data they need.

From snapshots to a continuous record

Monitoring today relies on a boat taking a few point samples a year. A buoy network measures the same descriptors continuously, mapped to your reporting obligations.

Descriptor
What the network delivers
Sensors
Water quality
Continuous temperature, turbidity and suspended-sediment record
thermometer · camera · sonar
Hydromorphology
Bathymetry and bed change, water level and tide
sonar
Pollution
Sediment plumes, litter detection, thermal discharge, underwater noise
camera · thermometer · hydrophone
Biodiversity
Fish presence, habitat and substrate mapping, acoustic biodiversity
sonar · camera · hydrophone
Human pressure
Vessel traffic and noise, dredging and construction impact
camera · hydrophone · sonar

Built for the studies that protect the water

The first job of an AquaScan network is environmental impact analysis: the baseline and monitoring data that decisions about a coastline depend on.

Passive by design
The network listens and watches without disturbing the life it measures.
Biodiversity indicators
Acoustic biodiversity, fish presence, habitat and substrate mapping.
Pressure tracking
Litter detection, underwater noise, dredging and construction impact.

Where a network earns its keep

01 -

Estuaries & ports

Baseline and compliance monitoring for operations, dredging and construction.

02 -

Offshore wind co-location

Environmental monitoring alongside offshore infrastructure, the setting the research was designed for.

03 -

Aquaculture & coastal management

Water conditions and biodiversity indicators around farms and reserves, with longer-lived nodes for standing monitoring.

We run a small number of deployments per season: a compact cluster of nodes in your water for weeks, delivered as a continuous monitoring record with analysis. Next up: the Lima estuary, with APDL.

Recent news

Epsilon One, our forward-looking sensing node

The nodes in the water taught us what the platform needs to be. Coverage comes from numbers and from the graph, not from a single expensive instrument.

Surface unit
Sealed two-part hull with onboard computer, power and communications.
Underwater payload
Camera, sonar, thermometer and optional hydrophone below the waterline.
Deployment
Compact clusters, moored or drifting, sized to the water body.
Two engineers in a rigid inflatable boat lowering a buoy into estuary water
A line of sensor buoys across a calm estuary at dusk
Fishing boats coming ashore on the Atlantic coast at Castelo de Neiva, Viana do Castelo

Built on the Atlantic coast, made to endure the ocean at its roughest.

Castelo de Neiva, Viana do Castelo · photo: Lucas Martínez Farrapeira (CC BY-SA 2.0)

Before you write to us

How many nodes does a deployment need?

It depends on the water body. Our smallest deployments start with a compact cluster of around six nodes and scale by adding more.

What do we receive?

A continuous record of the descriptors you monitor: water quality, hydromorphology, noise and biodiversity indicators, delivered as data and analysis mapped to your reporting obligations.

Who owns the data?

You do. We operate the network and the models; the measurements from your site are yours.

Can sensors be added for our use case?

Yes. The node is built for payload changes: salinity, dissolved oxygen, pH, chlorophyll and other sensors integrate per deployment.

How much does a deployment cost?

Scoped per site. We look for partners: the goal is for both sides to win, not a procurement process.

Stay in the loop

Deployment news, data products and pilot openings. No noise.

Contact

For pilots, research or partnership enquiries, write to info@ctvc.pt.

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