4TU Data documentation

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

Academic integrity

Integrity implies responsible research data management by LERU (Europe)

Amsterdam Science Park Community of Research Software Engineers

A community of researchers in Amsterdam Science Park (NL)

ANDS GDPR

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

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

Budget for RDM

NPOS report – Project A: Transitiekosten Open Science

Carpentries Community of Research Software Engineers

Join a community of Research Software Engineers by Carpentries

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

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 participating in study groups, hacky hours coding clubs and open science communities

Coretrustseal Digital repository certification

Trustworthy digital repository certifications by Coretrustseal

Creative Commons Data licence

Guidelines for data reuse by Creative Commons (US)

Culture change

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

Data access and sharing

OECD; Recommendations of the Council on Enhancing Access to and Sharing of Data

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 horror escape room

Escape room to use in training to introduce researchers to various topics in Data Management Planning

Data management plan

10 tips for creating a DMP template 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

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

Data management plan

A tool for Data Management Planning that generates actionable DMPs

Data organisation

Structuring Data by RDNL

Data Privacy Handbook

A practical guide on handling personal data in scientific research

Data pseudonymisation

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

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 steward competencies

Explore data steward competencies in policy, research and infrastructure

Data stewardship

Dutch Roadmap towards national implementation of FAIR data stewardship; recommendations Chapter 7 (starting pag. 54)

Data Stewardship Career paths

Data Stewardship on the map by LCRDM (NL)

DataOne Training materials

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

DEDA Ethical guidelines

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

Definition of RSE

Research Software Engineer (RSE) refers to a professional who combines expertise in software development and methodology with deep knowledge of one or more research fields.

Digital preservation

The Curation Workflow by the Digital Curation Network

Digital repository certification

Trustworthy digital repository certifications German example

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 by NWO (NL)

Documenting software

Examples for computational biologists on documentation of scientific software

DORA Culture change

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

DPC Digital preservation

Handbook for digital preservation by DPC online

DS-Wizard Data management plan

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

EC European data policy

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

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

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

Ethical guidelines

Report on Ethics and data protection by EU

Ethical guidelines

Guideline to follow when applying for a grant by the European Council

EUA Culture change

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

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)

FAIR

Six Recommendations for Implementation of FAIR Practice by the FAIR in Practice Task Force of the European Open Science Cloud FAIR Working Group

FAIR

FAIR-Aware is an disciplinary-agnostic online tool for the self-assessment of the FAIRness of your dataset(s)

FAIR

Do I-pass for FAIR: Self-assessment tool for organisations to evaluate their FAIR-enablingness

Fair Guiding principles

The FAIR Guiding Principles for scientific data management and stewardship

Fair Software citation

How to enable citation of your software by Fair-Software

FAIR training resources

The Australian Research Data Commons’ FAIR Data 101 self-guided materials!

File formats

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

Force11 Data citation

Data citation principles, promoting the scientific value of data and code by Force 11

Force11 Software citation

The right way to make software citable by Force11

GDPR

Guidelines for privacy created by a Dutch group of RDM professionals

GDPR

Guidelines for privacy and security by SURF (NL)

GDPR

Understanding the GDPR

GDPR

Training on data protection & privacy

Gedragscode Gezondheidsonderzoek

Coreon gedragscode voor gevoelige gegevens en lichaamsmateriaal van patiënten en burgers Nederlandse gezondheidsonderzoek.

Github Software citation

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

Github Software citation

Your software available to the community by creating references by GitHub

GOFAIR Training materials

Use engagement materials with the RDM Starter Kit by GOFAIR

Good enough computing practices

Examples for computational biologists on practices for scientific computing

Handbook Data Stewardship (HANDS)

Guidelines and practical steps for data stewards of the medical centers

Handbook for FAIR training

Adoption handbook “How to be FAIR with your data – A teaching and training handbook for higher education institutions”

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

ISO Digital repository certification

Trustworthy digital repository certifications thru ISO

JISC Data life cycle

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

Job description RSE

Research Software Engineer at the Netherlands eScience Center: Job Description

Lab journal

Examples for computational biologists on lab journals

LCRDM Community of RDM Experts

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

LCRDM Data management plan

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

Legal and ethical issues

How to manage personal and sensitive data by UK Data Service

Liber Data management plan

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

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

Licences

Guidelines for data licencing by OpenAire (EU)

Licenses

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

Life sciences data steward Career paths

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

Local DCCs

Information for and by Digital Competence Centres within Research Institutes

Maturity model

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

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 Aire Data pseudonymisation

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

Open Archive Information System

Presentation of Open Archival Information System (OAIS) for designing an archive

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

Open Scholarship by Knowledge Exchange (EU)

Open Science

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

Open Science Community of Research Software Engineers

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

Open Science Community of Researchers

Participate in community of researchers for Open Science (NL)

Open source software

How to run an open source software project in GitHub

OPF Digital preservation

Tools for digital preservation by Open Preservation Foundation

Persistent identifiers

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

PLOS Data management plan

Ten principles for machine-actionable DMPs by PLOS computational biology

Privacy and Security

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

Publishing Reproducible Research Outputs

The Art of Publishing Reproducible Research Outputs, report from Knowledge Exchange FAIR? Data management planning? data stewards;researchers/research software engineers All https://doi.org/10.5281/zenodo.5521076Supporting emerging practices through cultural and technological innovation

RDA Community of RDM Experts

FAIRsharing community network of policy makers adopted by RDA

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 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)

RDMorganiser Data management plan

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

RDNL Data life cycle

Examples of the life of research data by RDNL

RDNL Glossary

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

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 European Code of Conduct for Research Integrity serves the European research community as a framework for self-regulation across all scientific and scholarly disciplines and for all research settings

Research software

Top 10 to Improve FAIRness of research software in Library Carpentry

Research software

This LCRDM report presents a survey of current research software practices and provides recommendations

Research software

TU Delft’s policy and guidelines to help researchers manage and share software

Reuse of qualitative research data

A report on community developments and needs

RSE Int Community of Research Software Engineers

Join Research Software Engineers Alliance (Int)

RSE NL Community of Research Software Engineers

Join a community of Research Software Engineers in the Netherlands

Science Europe Data management plan

Guide for (updating) DMP policy by Science Europe

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

Training on how to do Software Citation

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 Management Plans

Practical guide to Software Management Plans to implement best practices during software development and ensuring that software is accessible and reusable.

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

SURF Computational Services

Provider of computational services SURF (NL)

Taxila

Yellow pages for (training ) events on RDM, Open Science and Software management

The European Open Science cloud

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

The Research Software Directory

The RSD is designed to show the impact research software has on research and society. The reuse of research software is stimulated.

Thematic Digital Competence Centres

TDCCs are network based initiatives set up by NWO and the Dutch academic community to broker investments into open science projects. The three TDCCs are discipline based for the Social Sciences & Humanities (SSH), Natural and Engineering Sciences (NES) and Life Sciences & Health (LSH)

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

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

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

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)

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 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)

UN, NFU, KNAW, NWO and ZonMw Culture change

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

Versioning software

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

VSNU Career paths

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