Guide

Quebec research data: Lunaris, Borealis, FRDR and university repositories

Discover datasets produced by Canadian universities and research organizations, then verify whether they can actually be reused before integrating them into a project.

A significant amount of useful Canadian data is published outside government portals. Universities, research centres, scientific networks and independent organizations deposit datasets in national research infrastructures. Atlas uses these repositories as discovery engines, but never assumes that a publicly downloadable file is automatically licensed for republication.

The Atlas filter: licence before download

Green — integration candidate: explicit CC0, CC BY, public domain or an open-government licence compatible with commercial reuse. Atlas still checks the dataset notes before republishing anything.

Yellow — manual review: Custom Terms, missing or unclear licences, institutional terms, or a contradiction between the structured licence field and free-text conditions. A dataset may remain useful as a link without being mirrored.

Red — no mirroring: CC BY-NC, non-commercial, personal/academic-only use, restricted access, redistribution prohibitions, or insufficiently aggregated personal/sensitive information.

How Atlas rejects weak candidates

A university dataset is not automatically better because it is newer or more detailed. Atlas first removes copies of government datasets already integrated from a more authoritative source. DOIs, persistent identifiers, canonical URLs, normalized titles, authors and years are used for deduplication.

Remaining candidates are scored on Quebec specificity, novelty versus the 91 Atlas products, licence clarity and commercial compatibility, machine readability, freshness, public usefulness and operational fit for the small collector.

Priority searches

Discovery is broader than the single keyword “Quebec”. Atlas also targets Nunavik, St. Lawrence, Gaspésie, Côte-Nord, Abitibi, Saguenay–Lac-Saint-Jean, Laurentides, Outaouais, Estrie and Mauricie, together with topics such as permafrost, flooding, water, biodiversity, forests, climate, soils, transportation, housing and energy.

Why this matters: a research repository is excellent for discovering an unknown dataset. It is not a blanket licence to copy every file it hosts. Atlas therefore separates discovery, rights validation, comparison with existing sources and ingestion.

Explore datasets already integrated into Atlas →

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Sources: Digital Research Alliance of Canada (Lunaris and FRDR), Borealis/Dataverse and the Polar Data Catalogue. Licences and conditions must be checked at the source-dataset level.
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