0loaded reports

ONEAQUAHEALTH TRACK 3 · AI-SUPPORTED ASSESSMENT

From observation to evidence.

Limnora independently screens freshwater observations, exposes uncertainty, preserves human judgment, and turns disagreements into focused revisit questions.

Community evidence — not laboratory confirmation.
1Observe

Select a pond, lake or stream and add a permissioned photo.

2Screen

AI reads the image first, without the observer category.

3Review

Human review stays additive and traceable.

4Revisit

Disagreement becomes a focused next field question.

5Export

Source records and next questions form a researcher brief.

Small observations. A clearer picture of our water.

Notice floating plants, algae or litter? Record what you can see from a safe public bank. A photo is evidence—not a water-quality test.

Explore freshwater
0 observations
Loading OpenFreeMap…

COMMUNITY PICTURE

What’s being observed

Counts from loaded observations, filtered by visit date. Original observer labels are preserved. These are not measured ecosystem-health scores.

0 AI / observer disagreements · 0 human reviews in this view.

Evidence needing follow-up

No follow-up reasons in this view. No reports does not mean healthy water.

0in this time period
0AI screenings available
—within 5 km of you
AI supports human judgment. These reports cannot establish whether water is safe for drinking, bathing or animals.

0 loaded records. Counts and briefs describe this loaded set.