awesome-fair

Automated Interactive Infrastructure and Database for Computational Science (AiiDA) to automatically track provenance of simulation workflows and all associated data,

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin.

Curated list of awesome open source workflow engines.

A list of existing workflow systems.

Domain-agnostic and community-driven open standard for description and execution of research workflows that supports provenance tracking (

A free and open-source distributed data management system for everyone. It is based on git-annex with manual to automatic provenance tracking,

A curated list of digital tools we use, ranging from accounting and data science to scientific research and liquid democracy.

An open science related list specific to the domain of Atmospheric, Ocean, and Climate science.

A list of open science resources and software.

Awesome list for where one can register or upload research software.

An awesome list by HIFIS collecting information about research software engineering, touching FAIRness and sustainability.

An awesome list by HIFIS collecting information about research software engineering policies, touching FAIRness and sustainability.

A curated list of ontology things.

List of projects related to Ontology engineering and Semantic Web technologies.

A linked ontology data server to support ontology term dereferencing, linkage, query and integration. See also this

OLS is a repository for biomedical ontologies that aims to provide a single point of access to the latest ontology versions.

Proposition to invest 5% of research funds in ensuring data are reusable.

A 2018 European Commission Cost-benefit analysis for FAIR research data (Written by PwC EU Services).

NFDI4plants interpretation of the FDO based on GitHub repository and RO Crate.

The history of the Digital Object Architecture (DOA) back into the 80s.

A WIP specification for an FDO infrastructure based on linked data / RDF.

General platform for discussions on the advancement and development of FAIR Digital Objects.

Make GitHub repositories citable with Zenodo DOI.

Plain text files with human- and machine-readable citation information for software (and datasets). Supported by GitHub, Zenodo, Zotero.

Minimal metadata schema for science software and code, in JSON and XML to create a concept vocabulary that can be used to standardize the exchange of software metadata across repositories and organizations.

Open source license compliance software system and toolkit. You can run license, copyright and export control scans from the command line.

A CI based workflow to create and publish software publications to well known repositories.

Extract software publication metadata from README and other docs automatically using ML and other techniques to reduce the amount of boilerplate work for the developer.

Organization building connections between related entities, building a queryable graph.

All the data and links from Mircosoft academy (shutdown end of 2021).

All metadata contained in the openaire graph.

A schema for scholarly links. Implemented and deployed by several scholarly link providers.

RDF vocabulary designed to facilitate interoperability between data catalogs published on the Web.

Metadata schema developed by international community with increasing adoption by repositories.

Dublin Core Metadata Element Set, is a set of fifteen "core" elements for describing resources.

HMC developed ontology according to OBO principles with covering concept of digital resources and data management.

Convert JSON-LD data between various representations.

Standard for the description of structural constraints in order to do validation of JSON objects.

Search through the metadata indexed by Datacite.

Search through metadata of datasets accumulated by EuDat.

Mircosoft academy search through a pid graph created by microsoft (shutdown end of 2021).

Search through the metadata indexed by openaire.

Aggregates research software from various sources with information about the problem it solves and its scientific domain.

A data literature interlinking service (former scholix), indexes links between data and journal publications. It also provides interfaces and APIs to query the graph.