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Data systems in practice.
A closer look at the architecture, engineering, and scientific software behind an operational data platform.
Featured Case Study
NOAA Phytoplankton Monitoring Network
An operational scientific data platform integrating more than two decades of observations from multiple generations of collection systems into a standardized, quality-controlled archival workflow.
The system reconciles disparate scientific datasets, adds taxonomic enrichment and automated QA/QC, and produces ERDDAP-compatible output for archival publication. It supports both incremental synchronization and complete historical rebuilds.
View case study →- 23+ Years
- historical observations
- 5 Sources
- integrated systems
- 10 QA Flags
- added to the archive
- 2 Modes
- incremental sync + complete rebuild