Governance Model
Sensitive marine species tracking data should not be treated as ordinary map data. Before data is visualized or shared, partners need to discuss scientific authority, data custody, stewardship responsibilities, relevant contractual rights, attribution, display precision, sensitive-site protection, access tiers, and responsible communication.
Not every data point should become a public map point.
A sea turtle tracking record may contain more than a location. It may reveal a release site, nesting beach, rescue location, foraging area, migration corridor, research effort, or sensitive conservation context. Blue Circle uses governance layers to help partners decide how such information should be represented.
Cross-border Data Sharing Governance Checklist
Support pre-sharing governance discussion before international access, download, API use, or governed visualization; this demonstration does not make a legal compliance conclusion.
Advanced workflow prototypes are available in a guided demonstration context.
Responsible Data Governance Principles
Blue Circle is designed to balance scientific data usability with governance responsibilities. It supports data contexts where discoverability, access control, attribution, consent boundaries, community-sensitive knowledge, and ethical reuse need to be represented together.
Blue Circle is designed for sensitive marine data contexts where ecological information, institutional attribution, access permissions, and knowledge-holder boundaries need to be represented without forcing disclosure of the underlying data.
Six questions before data goes public
Who holds authority and responsibilities?
Who holds scientific authority, data custody, stewardship responsibilities, relevant contractual rights, and permission to authorize use?
Who should be attributed?
Institutions, research teams, device developers, and data contributors should be clearly acknowledged.
What can be shown publicly?
Not all raw locations should be public. Some data may be generalized, delayed, aggregated, or hidden.
At what precision?
Public views may use grid cells, migration corridors, buffered locations, or simplified paths instead of raw coordinates.
Who can access what?
Public users, research collaborators, authorized data-holding teams, and administrators may require different access tiers.
Under what conditions?
Display rules should reflect consent, research agreements, conservation risk, legal context, and communication purpose.
Six governance dimensions
Authority, custody and rights
Data-holding or otherwise authorized institutions define how data can be used, displayed, attributed, and shared, subject to applicable agreements.
Attribution and acknowledgement
Research teams, institutions, device developers, data sources, and technical contributors may remain visible without automatically creating authorship.
Display Precision
Raw coordinates may be transformed into generalized grids, corridors, buffers, or simplified tracks.
Sensitive Site Protection
Release sites, nesting beaches, rescue locations, foraging areas, and other sensitive habitats may require protection.
Access Tiers
Different audiences may see different levels of spatial and temporal detail.
Responsible Communication
Documentary, education, and public-facing materials should avoid exposing sensitive data.
Data Layer Model
Blue Circle separates tracking data into layers so that public communication, research collaboration, data custody, stewardship, and permission boundaries can be handled differently.
Device records enter the governance workflow before validation, masking, permissioning, and display. Advanced workflow prototypes are available in a guided demonstration context.
Device records enter the governance workflow before validation, masking, permissioning, and display. Advanced workflow prototypes are available in a guided demonstration context.
How the governance model applies to demonstration animals
Blue Circle's governance model is not only a set of principles. It can be applied to demonstration animals, tracks, and public views through display precision, protection modes, attribution rules, and access tiers.
Advanced workflow prototypes are available in a guided demonstration context.
Public display decision logic
Identify sensitivity
Does the data reveal release sites, nesting beaches, rescue locations, foraging areas, or active research effort?
Confirm authority, rights and attribution
Who holds scientific authority, custody, stewardship, contractual rights and permission to authorize use, and who must be attributed or acknowledged?
Choose display precision
Raw point, grid cell, migration corridor, buffered location, delayed display, or hidden location?
Define access tier
Public view, research collaborator view, authorized data-holding team view, or administrator view?
Review communication purpose
Research, education, documentary, public engagement, or policy discussion?
What Blue Circle does not do
- —It does not replace institutional data platforms.
- —It does not claim ownership of partner data.
- —It does not require partners to publish raw tracking data.
- —It does not imply institutional adoption or endorsement.
- —It does not replace Movebank, OBIS, Darwin Core, or existing research workflows.
- —It does not claim to manufacture all tracking devices used by research partners.
Advanced Mechanism Demo
For selected future projects, Blue Circle may also support institution-held or rights-holder-controlled access mechanisms where applicable and where identified through a legitimate, rights-holder-led process. Such mechanisms are illustrative and subject to agreement, production security architecture, and independent review.
Advanced workflow prototypes are available in a guided demonstration context.
Use the model as a discussion tool
Blue Circle is designed to help research partners review display boundaries before data becomes public.