FAIR Data, Workflows, and Research

These lessons will teach you how to make your research objects more FAIR with practical, hands-on advice.

Material

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides (slides) and tutorial (tutorial) buttons below.

FAIR Data Management

The FAIR (Findable, Accessible, Interoperable, Reusable) data stewardship created the foundation for sharing and publishing digital assets. These lessons will apply to machine accessibility and emphasize that all digital assets should share data in a way that will enable maximum use and reuse.

Lesson Slides Hands-on Recordings Input dataset Workflows
FAIR in a nutshell
Integrating InvenioRDM-compatible Repositories with Galaxy
Introduction to Data Management Plan (DMP) for Peatland Research and PeatDataHub
Making clinical datasets FAIR
Sequence data submission to ENA
Uploading Data to Zenodo from Galaxy
FAIR data management solutions
FAIR Galaxy Training Material
FAIR Bioimage Metadata
REMBI - Recommended Metadata for Biological Images – metadata guidelines for bioimaging data
FAIRification of an RNAseq dataset

Make workflows FAIR with RO-Crate

This section brought to you by the BY-COVID project, and will teach you how to make your research objects more FAIR with practical, hands-on advice.

Lesson Slides Hands-on Recordings Input dataset Workflows
RO-Crate - Introduction
Workflow Run RO-Crate Introduction
Exporting Workflow Run RO-Crates from Galaxy
RO-Crate in Python
Best practices for workflows in GitHub repositories
Submitting workflows to LifeMonitor

FAIR Pointers

This series of lessons will tackle FAIR from the perspective of the 15 FAIR Principles published in 2016. You will learn about: FAIR and its origins The FAIR Principles and its basic characteristics.

Lesson Slides Hands-on Recordings Input dataset Workflows
FAIR and its Origins
Metadata
Data Registration
Access
Persistent Identifiers

DataPLANT ARCs

This set of tutorials will introduce you to DataPLANT ARCs, and all the relevant tools to create your own ARCs

Lesson Slides Hands-on Recordings Input dataset Workflows
DataPLANT ARCs

Other

Assorted Tutorials

Lesson Slides Hands-on Recordings Input dataset Workflows
An earth-system RO-Crate
Data management in Medicinal Chemistry

Frequently Asked Questions

Common questions regarding this topic have been collected on a dedicated FAQ page . Common questions related to specific tutorials can be accessed from the tutorials themselves.

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Editorial Board

This material is reviewed by our Editorial Board:

orcid logoSimone Leo avatar Simone Leoorcid logoLuca Pireddu avatar Luca Piredduorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoPaul De Geest avatar Paul De Geestorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoKrzysztof Poterlowicz avatar Krzysztof Poterlowicz

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Contributors

This material was contributed to by:

orcid logoNicola Soranzo avatar Nicola Soranzoorcid logoPhilippe Rocca-Serra avatar Philippe Rocca-Serraorcid logoBjörn Grüning avatar Björn Grüningorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoXenia Perez Sitja avatar Xenia Perez Sitjaorcid logoTeresa Müller avatar Teresa Müllerorcid logoArmin Dadras avatar Armin DadrasLaura Cooper avatar Laura Cooperorcid logoEli Chadwick avatar Eli Chadwickorcid logoSimone Leo avatar Simone Leoorcid logoEmily Angiolini avatar Emily Angioliniorcid logoSaskia Lawson-Tovey avatar Saskia Lawson-ToveyStella Eggels avatar Stella EggelsTim Beck avatar Tim Beckorcid logoYvan Le Bras avatar Yvan Le BrasSandra Ng avatar Sandra NgKellie Snow avatar Kellie Snoworcid logoCristina Martins Rodrigues avatar Cristina Martins Rodriguesorcid logoKhaled Jum'ah avatar Khaled Jum'ahorcid logoMarco Enrico Piras avatar Marco Enrico Pirasorcid logoPaul De Geest avatar Paul De Geestorcid logoHelena Rasche avatar Helena RascheSonal Henson avatar Sonal Hensonorcid logoRobert Andrews avatar Robert Andrewsorcid logoKevin Rue-Albrecht avatar Kevin Rue-Albrechtorcid logoBranka Franicevic avatar Branka Franicevicorcid logoKevin Frey avatar Kevin Freyorcid logoLeonid Kostrykin avatar Leonid Kostrykinorcid logoPeter Sefton avatar Peter SeftonLaura Cooper avatar Laura Cooperorcid logoGabriela Lopez-Gonzalez avatar Gabriela Lopez-Gonzalezorcid logoSaskia Hiltemann avatar Saskia HiltemannDavid López avatar David Lópezorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoMartin Čech avatar Martin Čechorcid logoNick Juty avatar Nick Jutyorcid logoKrzysztof Poterlowicz avatar Krzysztof Poterlowiczorcid logoLuca Pireddu avatar Luca Piredduorcid logoJulia Jakiela avatar Julia Jakielaorcid logoWendi Bacon avatar Wendi Baconorcid logoAndrew Mason avatar Andrew Masonorcid logoMunazah Andrabi avatar Munazah AndrabiMarie Josse avatar Marie Josseorcid logoBruno P. Kinoshita avatar Bruno P. Kinoshitaorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoBeatriz Serrano-Solano avatar Beatriz Serrano-Solanoorcid logoSara Morsy avatar Sara Morsyorcid logoMartin Kuhl avatar Martin KuhlGareth Price avatar Gareth Priceorcid logoSabrina Zander avatar Sabrina ZanderKorneel Hens avatar Korneel Hensorcid logoDominik Brilhaus avatar Dominik Brilhaus

Funding

These individuals or organisations provided funding support for the development of this resource