Community knowledge the map alone cannot hold.
The shared map gives everything a place, but it can't hold what only a community knows. Two paths add that knowledge: field observations from community researchers, and moku-level statistics that sharpen federal baselines. Both are tied to a place on the map — neither changes it.
Observations: the Research Commons
Geocoded environmental samples — water quality, soil tests, species surveys — are contributed through the Research Commons, a public GitHub repository with an open review workflow.
Three contribution types
The contribution type a researcher chooses decides which details are required and how the record is read.
Observation
Indicator
Spatial overlay
Indicators: refining federal baselines
Island baseline statistics sourced from federal data — demographics, employment, food access, energy, and other measures organized by SDG pillar — provide useful context but are limited to the county level, which in Hawaiʻi means island-level at best.
From county level to moku level
How both paths reach the map
Neither observations nor indicators change the map. Both follow the same simple process — the researcher provides coordinates; the map provides the context.
Measurements that stay traceable
Observation records are tied to specific monitoring locations — water sampling points, soil test stations, air quality monitors. A connected, community-managed monitoring network across moku is being built.