Normalize the source.
Keep the provenance.
PollinationTech Open is designed to ingest data without erasing where it came from. Adapters map external records into a common envelope while preserving original source identity, attribution, licensing notes, and source links.
USA National Phenology Network
USA-NPN exposes observational phenology data through programmatic APIs and distributes gridded phenology products through GeoServer. Its daily AGDD products are available at 4 km resolution and use January 1 accumulation with 32°F and 50°F base products.
USA-NPN observation or AGDD value.
Map source fields into PollinationTech Open.
Run JSON Schema v0.2.0 validation.
Keep source URI, attribution, and source record identifier.
Inspect the output.
USA-NPN Observation JSON → USA-NPN AGDD JSON →Scheduled, deduplicated, attributable.
Queries selected USA-NPN AGDD points and inserts only unseen deterministic record IDs.
A configured USA-NPN observational/export URL can be normalized on the same schedule.
Each run stores status, fetched, inserted, skipped and errors.
USA-NPN records are visibly labeled in the public explorer.