
Figure 1
DataCite Commons dashboard for the Tetiaroa Ecostation demonstrates an aggregated view of 106 research outputs connected to the Ecostation using ROR and DMP-IDs. https://commons.datacite.org/ror.org/04p8xrf95.

Figure 2
The FAIR Workflows implementation cycle illustrates the specific points along the research life cycle where the project builds PID-enabled system integrations.

Figure 3
DMPTool architecture for structuring and generating DMP-IDs for externally created plans. This approach enhances the scalability of PID generation for DMPs by simplifying DMP-ID creation and offering PID-enabled metadata for research projects.

Figure 4
Workflow illustrating the DMPTool integration of external funder APIs and research systems to enrich DMP-ID records throughout a project’s life cycle. For example, it links funding and project information from NSF and NIH awards APIs, enabling tracking of research progress and providing stakeholders with insights into ongoing research, associated outputs, deliverables, and future publications.
