Data Export
Three export types are available. Choose the one that matches your use case.
GBIF / IPT Darwin Core Archive Export
Generates a strict Darwin Core Archive (DwC-A) zip package
suitable for IPT submission and GBIF review. Internal-only fields are remapped
to accepted DwC terms or packed into dynamicProperties.
Formal GBIF publication still requires completing eml.xml placeholders
and IPT registration.
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occurrence.csv— 30-column DwC/GBIF occurrence recordsmeta.xml— DwC-A descriptor with term URIseml.xml— EML 2.1.1 metadata (complete TODOs before submitting)validation_report.json— field coverage and QC checksexport_manifest.json— provenance and field mapping summaryDATA_NOTES.txt— plain-language notes on non-obvious fields (e.g. organismQuantity means something different per source)
Field mapping — internal → DwC-A
| Internal field | DwC-A output | Rationale |
|---|---|---|
sourceURL | references (dcterms) | URL of the source platform record |
sourceRecordID | dynamicProperties | Platform ID — not a DwC term |
qualityGrade | dynamicProperties | iNaturalist-specific flag |
vitality | dynamicProperties | TreeKeeper tree health |
iucnRedListCategory | passthrough (GBIF term) | IUCN enrichment — not core DwC, but GBIF defines its own term for it |
eml.xml, replace
PLACEHOLDER_CONTACT_EMAIL, fill in <resourceLogoUrl>,
confirm CC-BY 4.0 with your institution, and register via IPT.
Research Data Export — by Source
Downloads a zip of pipeline outputs for one or all data sources. Includes the standardized CSV, extended CSV, QC exclusion logs, and the most recent run manifest. All 31 internal fields are preserved — this is a research/internal format, not a GBIF publication format.
| Source | Standardized CSV | Extended CSV | QC logs | Run manifest |
|---|---|---|---|---|
| iNaturalist community observations |
✓ | ✓ (+9 annotation cols) | ✓ | ✓ |
| eBird bird occurrence records |
✓ | ✓ (+6 or +19 cols) | ✓ | ✓ |
| TreeKeeper campus tree/shrub inventory |
✓ | ✓ (+11 horticultural cols) | ✓ | ✓ |
| External researcher uploads |
✓ | ✓ (+11 upload-provenance cols) | ✓ | ✓ |
Raw API dump files are stored on the server under raw/{source}/
and are not bundled here due to variable file sizes.
Filtered Occurrence Export
Filter the combined occurrence dataset and download a subset as CSV (31-column research format, all sources combined) or GeoJSON (geolocated records only). All filters use parameterized SQL queries — no arbitrary SQL is accepted. Leave all fields blank to download the full dataset.
CSV includes all 31 internal fields (research format). GeoJSON includes only records with coordinates.