FADS Open Science Hub 🐟💾
Fisheries & Assessment Data Section
Practical standards, workflows, and tools for reproducible salmon data stewardship
Use this hub to standardize data, package it correctly, and publish with confidence.
Start by goal
Start the semantic system path
Follow the canonical sequence: ontology → salmon data package → metasalmon → Salmon Data GPT → SPSR.
Prepare an FSAR package
Follow the end-to-end workflow with validation and packaging checkpoints.
Browse ontology reference
Use the canonical WIDOCO site for classes, properties, and term identifiers.
Build a salmon data package
Use the salmon data package specification and starter artifacts.
Publish data externally
Review publishing pathways and open science guidance for external release.
Featured pathways
Semantic system path
Get the full end-to-end sequence front and center before diving into details.
WorkflowFSAR delivery path
Move from source data through validation and packaging with a practical, end-to-end checklist.
PublishingExternal release
Choose publication routes and prepare outputs aligned with open science constraints.
Latest updates
Most read this week
Browse all articles
Scroll and scan everything in one place, or filter by title/type with the quick search box.
| Title | Type | Published | Updated | Read time |
|---|---|---|---|---|
| From Data Stewardship to Data Practice | News | 2026-03-06 | 2026-03-06 | 16 min |
| FSAR to SPSR: End-to-End Example | How-to | 2026-02-20 | 2026-02-25 | 1 min |
| Standards & Workflow Changelog | Reference | 2026-02-20 | 2026-02-25 | 2 min |
| IRI and Identifier Policy (Practical) | Reference | 2026-02-20 | 2026-02-25 | 1 min |
| Semantic Salmon System — Start Here | Reference | 2026-02-20 | 2026-02-25 | 1 min |
| Provenance and Maintenance | Reference | 2026-02-20 | 2026-02-25 | 1 min |
| Schema vs Data (TBox vs ABox) | Reference | 2026-02-20 | 2026-02-25 | 1 min |
| How to Request a New Ontology Term | Reference | 2026-02-20 | 2026-02-25 | 1 min |
| FSAR Data Standardization Workflow | How-to | 2026-02-17 | 2026-02-25 | 2 min |
| Salmon data package + SPSR intake path | Reference | 2026-02-17 | 2026-02-25 | 1 min |
| Glossary & Acronyms | Reference | 2026-02-17 | 2026-02-25 | 1 min |
| Cookbook | Cookbook | 2026-02-17 | 2026-02-25 | 1 min |
| News & Updates | News | 2026-02-17 | 2026-02-25 | 1 min |
| The Semantic Salmon Data Ecosystem | Reference | 2026-02-11 | 2026-02-25 | 2 min |
| Integrate Data | Reference | 2026-02-09 | 2026-02-25 | 2 min |
| Publish Your Data | Reference | 2026-02-09 | 2026-02-25 | 1 min |
| Standardize Your Data | Reference | 2026-02-09 | 2026-02-25 | 2 min |
| Salmon Data Standards Hub | Reference | 2025-12-16 | 2026-02-25 | 2 min |
| Salmon data package specification | Reference | 2025-12-08 | 2026-02-25 | 8 min |
| Controlled Vocabulary Governance Workflow | Tutorial | 2025-04-10 | 2026-02-25 | 2 min |
| Class vs SKOS Concept: Decision Tree | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| Full Conventions (Canonical Source) | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| Ontology Conventions Guidebook | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| OWL Classes | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| OWL Properties | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| Quick Reference | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| SKOS Vocabularies | Reference | 2026-02-20 | 2026-02-20 | 1 min |
| GC DFO Salmon Ontology | Reference | 2025-11-04 | 2026-02-20 | 1 min |
| Darwin Core, GBIF, and OBIS Reference Guide | Reference | 2025-04-10 | 2026-02-20 | 2 min |
| R Packages | Reference | 2025-06-06 | 2026-02-18 | 1 min |
| Fisheries Science Reports – Data and Stats 101 | Deep dive | 2025-06-16 | 2026-02-09 | 5 min |
| Connect to the Azure Lakehouse from R | How-to | 2025-03-13 | 2025-10-03 | 7 min |
| Accessing Spatial Data from the Open Government Portal | How-to | 2025-08-11 | 2025-08-11 | 6 min |
| Data Practices for Open Science – 3 Quick Tips | Reference | 2025-07-23 | 2025-07-23 | 3 min |
| Access Data in SharePoint from R | How-to | 2025-03-31 | 2025-06-09 | 2 min |
| Hosting Data and Code | Reference | 2025-04-04 | 2025-04-04 | 4 min |