Environmental intelligence for a changing ocean.
We are building a system that connects satellite imagery, environmental datasets, and community observation into a clearer picture of where marine pollution comes from, how it moves, and what it affects.
The ocean is hard to observe at the speed it changes.
Satellites pass overhead daily. Research vessels collect measurements. Coastal communities see pollution before anyone else does. The information exists — it simply doesn't connect.
Bluemind is working on the layer in between: the analysis and interpretation that turns separate environmental signals into something a researcher, an NGO, or a public agency can actually use.
Observation is fragmented
Satellite archives, field surveys, and local reports live in different formats, institutions, and timescales. Combining them is slow, manual work.
Signals are hard to connect
Knowing that debris appears in one place says little on its own. Understanding where it came from and where it may travel requires linking imagery with currents, weather, and ground truth.
Evidence rarely reaches the decision
The groups best placed to act — local organisations, researchers, planners — often have the least access to processed, current environmental data.
Estimated plastic waste entering the ocean each year.
Jambeck et al., Science (2015)Estimated mass of plastic in the North Pacific accumulation zone.
Lebreton et al., Scientific Reports (2018)Major subtropical gyres where floating debris concentrates.
Oceanographic literatureContext from published research. These are not Bluemind measurements, and we do not claim to have observed them independently.
One system, four connected layers.
Bluemind is a single ecosystem rather than a set of separate products. Some layers are available today; others are actively in development. Each one is labelled below so it is clear what exists now.
Observe
Geotagged photo reports of marine debris, submitted through the Bluemind app, building a community-generated map of what people find on beaches, rivers, lakes, and coastlines.
Analyze
Publicly available satellite imagery and environmental datasets brought together in one interface, alongside experimental analysis of how conditions relate to pollution.
Understand
Maps, trends, and pattern analysis designed to make movement and accumulation legible over time rather than as isolated observations.
Act
Putting the resulting intelligence in front of the people who can use it — for research, conservation planning, and intervention. This is the direction we are working toward.
Community app
AvailableDocument marine debris with a photo and a location. Every report adds to a shared map and makes local pollution easier to see.
Explore the community appIntelligence interface
Early interfaceAn early environment for exploring satellite imagery, environmental datasets, and experimental visualisations of how pollution may move.
Explore the intelligence interfaceHow we are approaching the problem.
Our work combines open environmental data with machine learning research and observations from people on the ground. The methods below describe what we are building on — not capabilities we claim to have validated at scale.
Satellite imagery
Multispectral imagery from publicly available satellite archives, used to study surface conditions and identify features associated with debris accumulation.
Oceanographic data
Current, wind, and surface data used to reason about how material is likely to move between where it enters the water and where it collects.
Machine learning
Models developed to detect and classify signals in imagery and to explore relationships across datasets. This work is research-stage and under continued evaluation.
Field observation
Community reports provide ground truth: confirmation of what is actually present at a location, which remote sensing alone cannot supply.
Where we are today
Bluemind is early. Our detection and prediction work is experimental and has not been independently validated or peer-reviewed. We publish what we are exploring rather than results we cannot yet support, and our current research focuses on improving accuracy in coastal and river environments where signals are strongest.
From intelligence to action.
An emerging layer for connecting environmental intelligence with the organisations and funding needed to act on it. This is currently being developed and is not available today.
In development
Evidence for need
How might environmental observation help organisations describe what is happening in a place with clearer evidence?
Alignment
How might foundations and funders identify work that aligns with the environmental priorities they already care about?
Follow-through
How might environmental change be observed over time after an intervention, rather than only reported at the end of it?
These are open questions we are exploring — not a product. There is no application process, no funding platform, and no participating organisations at this stage. If this direction is relevant to your work, we would value the conversation early.
What better observation could make possible.
We are building infrastructure that could support better environmental decisions. These are the outcomes we are working toward, stated as possibilities rather than results.
Monitoring at useful intervals
Environmental conditions observed regularly enough to show change, rather than assessed once and assumed stable.
Better-coordinated response
Shared, current information could help organisations working in the same region avoid duplicating effort.
Stronger evidence for conservation
Observation records that support proposals, permits, and reporting with something more concrete than estimates.
Understanding movement, not just presence
Knowing how pollution travels matters more for prevention than knowing where it has already collected.
Decisions closer to the evidence
A shorter distance between an observation being made and the people able to act on it.
Work with us.
We are early, and the most useful conversations right now are with people who work on this directly. If that is you, we would like to hear from you.
- Research
- NGOs
- Environmental organisations
- Government & public agencies
- Foundations & funders
- Collaborators