Assessment of FAIR

Checklist for assessment of FAIRness of your data by LCRDM (NL)

Budget for RDM

Invest 5% of total research expenditure on properly managing and ‘stewarding’ data on Nature

Career paths

Global goals and career paths with employment conditions from the association of universities in the Netherlands VSNU)

Career paths

Data Stewardship on the map by LCRDM (NL)

Career paths

Towards FAIR data steward as profession for the life sciences by ZONMW (NL)

Code of conduct

The Netherlands Code of Conduct for Research Integrity

Coding and data science skills

Training on foundational coding and data science skills for researchers by Software Carpentry

Coding and data science skills

Programming skills by Code Refinery

Coding and data science skills

Foundational coding and data science skills by Code Refinery (EU)

Coding and data science skills

Foundational coding and data science skills training by Data Carpentry

Community of RDM Experts

Community of research data management experts National Coordination Point RDM (NL)

Community of RDM Experts

FAIRsharing community network of policy makers adopted by RDA

Community of RDM experts

Mailing list for Data Support Experts by JISC (UK)

Community of RDM experts

Mailing list for Data Support Experts by LCRDM (NL)

Community of RDM experts

Community for Data Support Experts by DTL (NL)

Community of RDM experts

Community for Data Support Experts by the Research Data Alliance

Community of RDM experts

Support community for Data Support Experts by the UKB (NL)

Community of Research Software Engineers

A community of researchers in Amsterdam Science Park (NL)

Community of Research Software Engineers

A community of researchers organised in open science communities on wiki.mozilla

Community of Research Software Engineers

A community of researchers participating in study groups, hacky hours coding clubs and open science communities

Community of Research Software Engineers

Join a community of Research Software Engineers by Carpentries

Community of Research Software Engineers

Join a community of Research Software Engineers in the Netherlands

Community of Research Software Engineers

Join Research Software Engineers Alliance (Int)

Community of Researchers

Participate in community of researchers for Open Science (NL)

Computational Services

Provider of computational services SURF (NL)

Culture change

Report on 2019 EUA Open Science and Access Survey Results by European University Association

Culture change

Room for everyone’s talent towards a new balance in the recognition and rewards of academics by VSNU (NL)

Culture change

Sign and implement the Declaration on Research Assessment (DORA) to evaluate the outputs of research in new ways

Culture change

Strategy Evaluation Protocol 2021-2027 by KNAW, VSNU and NWO(NL)

Data and software citation

How to cite data and code in publications by Force11

Data archiving

Archiving tips by Research Data NL (RDNL)

Data archiving

Certified external available resources to scale out local systems by SURF (NL)

Data citation

Data citation principles, promoting the scientific value of data and code

Data documentation

Description of data itself in a simple and effective readme.txt file by Researchdata 4 TU (NL)

Data licence

Guidelines for data reuse by Creative Commons (US)

Data life cycle

Examples of the life of research data by RDNL

Data life cycle

The life cycle of research data by JISC (UK not-for-profit organisation for digital services and solutions)

Data management plan

Guide for (updating) DMP policy by Science Europe

Data management plan

Ten principles for machine-actionable DMPs by PLOS computational biology

Data management plan

Tips for writing appropriate Data Management Plans by the Dutch Community of LCRDM

Data management plan

Tips in writing appropriate Data Management Plans by LIBER (EU)

Data management plan

Tool to support writing and reviewing machine-actionable data management plans by DS-Wizard.org

Data management plan

Assist Researchers in writing appropriate Data Management Plans for themselves and for Funders (RDMorganiser)

Data management plan

10 tips for creating and for writing a DMP by LCRDM (NL)

Data management plan

Tool for researchers in writing appropriate Data Management Plans for themselves and for funders by DMP online

Data management plan

Ten tips for Writing a DMP by LCRDM

Data management plan

Software to assist Researchers in writing appropriate Data Management Plans by DMP online

Data organisation

Structuring Data by RDNL

Data pseudonymisation

A visual guide to practical data de-identification by Future of Privacy Forum

Data pseudonymisation

Amnesia: a way to de-identify data (OpenAire2020, EU)

Data sharing

The importance of sharing data with other researchers in this NYU video

Data sharing

Collaborative tools for sharing data and collaborative editing during research, ResearchDrive SURF (NL)

Data sharing

Catalogue of ways to upload and transfer large amount of data between different compute systems by EUDAT (EU)

Data sharing

Upload and transfer data between different compute systems thru SURF (NL)

Digital preservation

Handbook for digital preservation by DPC online

Digital preservation

Tools for digital preservation by Open Preservation Foundation

Digital repository certification

Trustworthy digital repository certifications by Coretrustseal

Digital repository certification

Trustworthy digital repository certifications German example

Digital repository certification

Trustworthy digital repository certifications thru ISO

DMP review

Guidance to review the data management plans by NIST (US)

DMP review

Guide for writing and reviewing the data management by Science Europe

DMP review

Review and/or assess the data management plans written by your researchers by Purdue University Libraries (US)

DMP review

Review and/or assess the data management plans by NWO (NL)

Documenting software

Examples for computational biologists on documentation of scientific software

Engagement of researchers

Examples of engaging researchers in RDM collected in The Cookbook

Engagement of researchers

The Data Champion Initiative, to facilitate a community of researchers by the TUDelft (NL)

Ethical guidelines

Data Ethics Decision Aid (DEDA) by the University of Utrecht (NL)

Ethical guidelines

Relevant legal and ethical standards for social and behavioural sciences by Nethics (NL)

Ethical guidelines

Report on Ethics and data protection by EU

European data policy

Data as a cornerstone of European policy; the Elements of the European data economy strategy 2018 by the European Commission

FAIR

Explanation of the FAIR principles and understand that FAIR is not the same as Open by UKSG (UK)

FAIR

FAIR recommendations by Fairsharing.org

FAIR

Fostering FAIR Data Practices by FAIRSFAIR

FAIR

Top 10 FAIR data & Software, how different disciplines implement FAIR at a different pace by Library Carpentry

FAIR

The FAIR principles to understand the importance of metadata by GO FAIR

FAIR

Concrete recommendations in Turning FAIR into reality Directive on FAIR open data by EC

FAIR

Five recommendations for FAIR software

FAIR

TOP 10 FAIR things of the Library Carpentry (building software and data skills within library and information-related communities)

File formats

Preferred file formats by archives, explained by Essentials 4 Data Support

GDPR

Guide on publishing personal and sensitive data by ANDS (Australia)

GDPR

Privacy and Security app by Erasmus University (NL)

GDPR

Guidelines for privacy created by a Dutch group of RDM professionals

GDPR

Guidelines for privacy and security by SURF (NL)

Glossary

Relevant concepts in a glossary at the Essentials 4 Data Support training website

Good enough computing practices

Examples for computational biologists on practices for scientific computing

Health data

Tools and facilities for health data and samples in personalised medicine and health by Health RI (NL)

Health data

Contact local and national experts on data protection issues at Health-RIs ELSI Service Desk for health data

iRODS

Benefits a integral data management system can provide by iRODS (US)

ISO 27001

Overview of internal data management services for encryption, and external services by ISO security certificate partners

Lab journal

Examples for computational biologists on lab journals

Legal and ethical issues

How to manage personal and sensitive data by UK Data Service

Licences

Guidelines for choosing licences from GitHub

Licences

Guidelines for licencing by EUDAT (Collaborative Data Infrastructure Europe)

Licences

Guidelines for licencing software by Fair-software

Licences

Index of popular software license by tldrlegal.com

Licenses

Guidelines for data licencing by OpenAire (EU)

Licenses

Guidelines for re-using someone else’s data by OpenAire (EU)

Maturity model

A Research Infrastructure Self Evaluation Framework by the Digital Curation Centre (UK)

Maturity model

Evaluating your RDM services by Sparc Europe

Metadata

A database of Knowledge Organization Systems and KOS related Registries, by the Basel University Library, Switzerland

Metadata

What metadata standards are appropriate to recommend or apply by Research Data Alliance

Metadata

Cornell Guide with best practices for writing ‘readme’ style metadata

Metadata

Determination of which metadata standards are appropriate to recommend or apply (GO FAIR)

Metadata

The importance of metadata thru FAIR principles by Forskningdata (DK)

Metadata

Tips on appropriate metadata standard and data formats by DANS (NL)

Metadata

Metadata standard description for software in machine readable way by GitHub

Metadata

Metadata standard for describing your software in machine readable way by R Package

Open Science

Leadership – the key to Open Science by LERU (EU)

Open Science

Road map for transition towards Open and Inclusive Science by enabling FAIR data by LERU (EU)

Open Science

Website on Open Scholarship by Knowledge Exchange (EU)

Open Science

Quick scan on Open Science in the Netherlands

Open Science

The Turing Way is an open source community-driven guide to reproducible, ethical, inclusive and collaborative data science.

Open source software

How to run an open source software project in GitHub

Persistent identifiers

Generation of persistent identifiers to provide unique and permanent access to data by ePIC (EU)

Privacy and Security

A video on Data Protection Impact Assessment by the University of Groningen

RDM expert centre

Resources to develop and deliver effective data management services by DCC (UK)

RDM in the Netherlands

Overview of RDM put into practice in the Netherlands

RDM landscape

Landscape Analysis on the future of digital infrastructure of RDM by Sparc

RDM policy

RDM toolkit to check the relevant elements of a successful research data management policy (EU Horizon 2020)

RDM policy

The Core Elements of a Research Data Management Policy by CORDIS (EU)

RDM services

Different services provided at European level by EUDAT

RDM services

Guide for setting up RDM services along the research life cycle by DCC (UK)

Research data management foundations

Example of global cooperation for public research data in the Beijing Declaration

Research data management foundations

Recommendations for university leaders on open access of research data by European University Association

Research data management foundations

Sorbonne declaration on research data rights

Research funder

RDM requirements of a provider of funding for research (NWO, NL)

Research funders

Requirements for data management plans and trustworthy repositories by Science Europe

Research integrity

The Netherlands Code of Conduct for Research Integrity

Research integrity

Integrity implies responsible research data management by LERU (Europe)

Research software

Top 10 to Improve FAIRness of research software in Library Carpentry

Software archiving

Archive your software with Software Heritage (with UNESCO)

Software archiving

Best practices in software archiving by Netherlands eScience Center and DANS (NL)

Software citation

Checklist to make your software available to the community by GitHub guides

Software citation

How to enable citation of your software by Fair-Software

Software citation

The right way to make software citable by Force11

Software citation

Your software available to the community by creating references by GitHub

Software management

Guidelines for managing software to maintain its quality over time by CLARIAH (Social Science and Humanities)

Software management

Guidelines for managing software to maintain its quality over time by DLR (DE)

Software management

Guidelines for managing software to maintain its quality over time by Eurise

Software management

Guides to maintain software’s quality over time Software Sustainability Institute (UK)

Software management

On Open SSL by Core Infrastructure Initiative, Linux Foundation US

Software management

Improve sustainability of research software by Software Sustainability Institute (UK)

Software publishing

Publish your software on Bitbucket

Software publishing

Publish your software on GitHub

Software publishing

Publish your software on GitHub

Software registry

Software in a community-approved registry by NLeSC (NL)

Software registry

Your software on Research software.nl

The European Open Science cloud

Europe’s virtual environment for all researchers to store, manage, analyse and re-use data by EOSC

Training

By Mantra: introduction to concepts and terminology of Research Data Management

Training

Introduction into Research Data Management by Mantra of University of Edinburgh

Training

A comprehensive introduction for research data supporters by RDNL

Training

Learn how to develop and deliver effective data management services by RDNL

Training

400+ Tools and innovations in scholarly communication

Training

A registry of online training resources by the Data Management Training (DMT) Clearinghouse

Training

Collection of tutorials developed and maintained by the worldwide Galaxy community

Training

Training resources by CESSDA Consortium of European Social Science Data Archives

Training

Training resources for trainers of data stewards by CESSDA Consortium of European Social Science Data Archives

Training

Overview of workshops by the Library Carpentry (building software and data skills within library and information-related communities)

Training materials

Use engagement materials with the RDM Starter Kit by GOFAIR

Training materials

Use engagement materials, using the Best Practices of Data Management by DataOne

Training materials

Expert Guide with practical suggestions relevant for working with any digital data by Consortium of European Social Science Data Archives

Training materials

eLearning on the importance of good research data management by Videns(DK)

Training materials

Good Enough Research Data Management – A Very Brief Guide (University of Colombia)

Training materials

Research Data Management Promotional Material by Jena University (DE)

Training materials

Overview of RDM reading material by Research Data NL

Trustworthy data repositories

A catalogue of databases, according to BioDBcore guidelines, with the standards used

Trustworthy data repositories

FAIR Data Repository Finder by the American Geophysical Union (AGU) with DataCite and the Earth, space and environment sciences community

Trustworthy data repositories

A certified long-term archive for storing and re-using research data by DANS (NL)

Trustworthy data repositories

re3data.org is a global registry of research data repositories that covers research data repositories from different academic disciplines.

Trustworthy data repositories

Recommended data repositories by Nature

Trustworthy data repositories

Recommended data repositories by Springernature

Trustworthy data repository

A trusted long-term archive, qualified with a Data Seal of Approval, for storing and re-using applied, technical-scientific research data by 4TU (NL)

Versioning software

Git: software which is commonly used for automatic versioning of text files