Sources

Sources and provenance

This prototype uses clearly labeled sample source classes to demonstrate the migration path. Production records should connect to official observed networks, official forecasts, government publications, academic literature, clinical references, botanical databases, and moderated reports.

Pollen Bear sample atlas seed

sample_data

Pollen Bear prototype dataset

Synthetic sample records used to test product flows; not operational medical data.

Official observed pollen network template

official_observed

Public environmental monitoring agency template

Represents the source class expected for future imports.

Official pollen forecast template

official_forecast

Public weather or air-quality service template

Represents the source class expected for future forecast ingestion.

Government public health or environment reference template

government

Government source template

Placeholder provenance for public-sector source migration.

Peer-reviewed allergy and aerobiology literature template

academic_literature

Academic literature template

Placeholder provenance for literature-backed records.

Clinical allergy reference template

clinical_reference

Clinical reference template

For reference categories only; never diagnosis or treatment.

Botanical distribution database template

botanical_database

Botanical database template

Placeholder provenance for plant distribution imports.

Moderated user report template

user_report

Pollen Bear community reports

User reports remain low confidence until moderated and sourced.